Deleveraging

Highlights It will be impossible for China to undertake even mild deleveraging and simultaneously accelerate household income growth. All deposits in the banking system have been created by banks “out of thin air” and have not been engendered by household savings. Contrary to widespread beliefs, mainland households are highly leveraged. Cyclically, high equity valuations, crowded investor positioning and the delayed cyclical recovery in the Chinese economy pose downside risks to consumer stocks. Structurally, real income growth per capita is contingent on productivity growth. The latter will slow in China but remain relatively elevated. Overall, investors should consider buying Chinese consumer plays on weakness. Feature Deliberations about China’s successful rebalancing often boils down to whether one believes that consumers will be able to offset the slowdown in investment and exports and keep overall real GDP growth close to current levels. The narrative typically presumes that Chinese households are not spending enough and can boost their spending counteracting the ongoing slowdowns in capital spending as well as in exports. This conjecture is fallible. Chart I-1The Myth Of Deficient Consumer Demand In China The Myth Of Deficient Consumer Demand In China The Myth Of Deficient Consumer Demand In China Consumer spending in China has in fact been booming over the past 20 years – it has been growing at a compounded annual growth rate (CAGR) of 10% in real terms since 1998 (Chart I-1, top panel). Hence, the imbalance in China has not been sluggish consumer spending. Rather, capital expenditure has been too strong for too long (Chart I-1, bottom panel). Healthy rebalancing entails a slowdown in investment spending – not an acceleration in household demand. Hence, the market relevant question is: Can the growth rate of household expenditure accelerate above 10% CAGR in real terms as capital spending and exports decelerate? Our hunch is that this is unlikely. As the authorities attempt to contain credit and investment excesses and trade war-induced relocation of manufacturers out of China gathers steam, the pertinent question is whether the slowdown in household expenditures in real terms will be mild (from the current 10% pace to 7.5-9% CAGR), medium (6-7.5%) or material (below 6%). In our opinion, the medium scenario has the highest odds of playing out. There are many positives about the vitality of Chinese consumers and we do not mean to downplay them. Nevertheless, many of these positives are well known, and the objective of our report is to reveal misconceptions about this segment.  Deleveraging And Consumers If and when deleveraging does transpire in China, the household income growth rate will decelerate, resulting in weaker spending growth. It will be impossible for the mainland economy to undertake even mild deleveraging and simultaneously accelerate household income growth. Chart I-2Capital Spending Is Much More Important Than Exports Capital Spending Is Much More Important Than Exports Capital Spending Is Much More Important Than Exports Our focus for this report is on a slowdown in credit and capital spending rather than exports. The basis is that the latter in general, and shipments to the U.S. in particular, have a much smaller impact than investment expenditures (Chart I-2). In turn, capital spending is mostly financed by credit. It is crucial to understand the significance of credit in driving national and household income growth in China since 2008. Currently, 2.5 yuan of new credit is needed to generate one yuan of GDP growth. This certifies that the mainland economy has become addicted to credit. As we have argued in depth in past reports, commercial banks do not intermediate savings into credit, but rather create new money/credit “out of thin air” when they lend to or buy securities from non-banks. This entails that output and income growth would have been much weaker had banks not provided credit equal to RMB 19 trillion over the past 12 months. For instance, a company affiliated with the provincial government has borrowed money from banks to build three bridges over the past 10 years, accumulating a lot of debt in the process. Ostensibly, operating these bridges does not generate enough cash flow to service its debt – a common occurrence in China. With the three bridges completed, the company would then apply for a new loan to build a fourth bridge. Should banks lend additional money to construct it? Notwithstanding this hypothetical company’s low creditworthiness, if banks provide additional financing, the credit bubble will become larger, and the issue of overcapacity will intensify. On the other hand, household income and spending growth will remain robust. If banks do not finance the construction of the fourth bridge, labor income growth in the province – employees of this company and its suppliers – will slump. Thus, if for whatever reason banks are unable or unwilling to extend as much in new credit as last year, output and income growth in this province will decelerate, all else equal. Given credit has been playing an enormous role in driving China’s economic growth over the past 10 years, it will be almost impossible to slow down credit without a downshift in household income growth. This example and analysis is not meant to suggest that bank credit origination is the sole growth driver in China. Theoretically, GDP can expand even with bank credit/money contracting. According to the quantity theory of money: Nominal GDP = Money Supply x Velocity of Money This means nominal GDP can grow even when the supply of money/credit is shrinking. For this to happen, the velocity of money should rise faster than the pace of decline in the supply of money/credit. From a practical perspective, this requires enterprises and consumers to increase the turnover (velocity) of their bank deposits and cash on hand (money supply). We have deliberated in past reports that the velocity of money and the savings rate are inversely related: A rising velocity of money entails a declining savings rate, and vice versa. Going back to our example of bridge construction, the relevant question is: Will companies and households in that province increase their spending (i.e., reduce their savings rate) if banks do not finance the construction of the fourth bridge? The realistic answer is not likely. If the fourth bridge does not receive financing, weaker income growth in that province – due to employment redundancies among construction companies and their suppliers – would lead to slower spending growth. Faced with slowing demand growth, other enterprises and households would likely turn cautious and increase their savings rates – i.e., reduce the velocity of money supply. In short, reduced credit origination will mostly likely generate slower household income growth and, consequently, spending. Chart I-3China: No Deleveraging So Far China: No Deleveraging So Far China: No Deleveraging So Far Broadly speaking, household income growth has not yet downshifted because deleveraging in China has not started. Chart I-3 illustrates that aggregate domestic credit – including public sector, enterprises and households – continues to grow above 10% and well above nominal GDP growth. In fact, credit growth has exceeded nominal GDP growth since 2008. This is local currency credit and does not include foreign currency debt, but the latter is small at 14.5% of GDP (or about US$ 2 trillion). To us, deleveraging implies credit growth that is no greater than nominal GDP growth – i.e., a flat or declining credit-to-GDP ratio for at least several years. If China is serious about deleveraging and curbing its money/credit bubble, the pace of credit expansion should decline to or below nominal GDP growth – which is presently 8%. If and when this occurs it will dampen household income and spending growth. Bottom Line: Chinese household income and spending will inevitably slow if money/credit growth slumps, given the Chinese economy’s excessive reliance on new credit origination over the past 10 years. Do Households Have A Savings Or Debt Glut? What about households’ enormous savings in China? Why wouldn’t households reduce their savings and boost spending? When referring to household savings, most allude to bank deposits. But in conventional economic theory – and according to the way household savings are statistically calculated at a national level – savings actually have no relation to bank deposits. Chart I-4No Empirical Evidence That Deposits = Savings No Empirical Evidence That Deposits = Savings No Empirical Evidence That Deposits = Savings Chart I-4 illustrates that in China, the annual change in household deposits is not equal to household savings (Chart I-4, top panel). Similarly, the annual rise in all deposits (based on central bank data) is vastly different from annual national savings (as defined by conventional macroeconomics and calculated by the National Bureau of Statistics) (Chart I-4, bottom panel). Bank deposits are a monetary concept that we will refer to as “money savings.” Deposits are created by banks “out of thin air,” as illustrated in our past reports.Meanwhile, the term “savings” in conventional macroeconomics denotes goods and services that are produced but not consumed, which is a real economic (not monetary) variable. Not surprisingly, there is no relationship between these “real savings” and “money savings,” as illustrated in Chart I-4. To illustrate that household “savings” (as defined by conventional macroeconomics) are not related to money supply/deposits, let us go back to the example of the company building bridges in China. When the company wire transfers a salary of RMB 1,000 to an employee, the amount of money supply in the banking system does not change. Suppose this employee decides to save 100% of her income this month. Will the supply of money increase or decrease? The answer is that it will not change: the deposit will remain at her bank account. Alternatively, if she decides to spend all RMB 1,000 (100% of her income), the supply of money also will not change – deposits will be transferred to other banks where her suppliers have their accounts.  If she cashes out her deposit and puts it under her mattress, the amount of bank deposits will decline, but cash in circulation will rise by the same amount. Provided money supply is equal to the sum of all bank deposits and cash in circulation, the amount of money supply will not change. The only way the supply of money will decline is if she pays down her loan to a bank. Conversely, the supply of money only rises when banks originate loans or buy assets from non-banks. In short, saving/not spending does not alter the amount of money supply. Rather, broad money supply is equal to the cumulative net money creation “out of thin air” primarily by commercial banks and less so by the central bank over the course of their history. This has nothing to do with household and national “savings.” The latter stand for goods and services produced but not consumed. We have discussed what “savings” mean in conventional economics in past reports. Chart I-5Chinese Households Are More Leveraged Than U.S. Ones Chinese Households Are More Leveraged Than U.S. Ones Chinese Households Are More Leveraged Than U.S. Ones Critically, Chinese households presently carry more debt as a share of their disposable income than American households (Chart I-5). This chart compares household debt to disposable income using official data from both China and the U.S. In the case of China, we add Peer-to-Peer (P2P) credit to consumer credit data published by the People’s Bank of China to calculate household debt. The argument by many commentators that consumers in China are not highly leveraged is grounded on the comparison of their debt to GDP. However, in all countries, household debt is assessed versus disposable income – not GDP. The income available to households to service their debt is their disposable income – not GDP. It is correct that Chinese households’ assets have surged in the past two decades as they have purchased significant amounts of real estate, and property prices have skyrocketed. A survey by China Economic Trend Institute holds that property accounts for 66% of household assets in China. To assess creditworthiness, investors should not rely on debtors’ asset values. If debtors are en masse forced to sell their assets to service debt, equity prices would tumble well beforehand. Rather, creditworthiness should be assessed based on recurring cash flow (income) available to debtors to service their debt. One should not be surprised as to why real estate prices are very high in China. Money and credit have been surging – have grown four-fold – over the past 10 years (Chart I-6) and are still expanding at close to a 10% pace. In particular, household debt is still growing at a whopping 15.5% annually (Chart I-7). If and as money/credit growth downshifts, property prices will deflate. Chart I-6Helicopter Money In China Helicopter Money In China Helicopter Money In China Chart I-7Household Credit Is Expanding Twice As Fast As Income Growth Household Credit Is Expanding Twice As Fast As Income Growth Household Credit Is Expanding Twice As Fast As Income Growth Importantly, housing affordability is low and households’ ability to service their mortgages is troubling. Chart I-8 exhibits the nationwide house price-to-income ratio for China and the U.S. In the Middle Kingdom, it is currently about 7.2, while in the U.S. the ratio has never been above 4. It only approached 4  at the peak of the housing bubble in 2006. Chart I-8House Prices Are Very Expensive In China House Prices Are Very Expensive In China House Prices Are Very Expensive In China Chart I-   In turn, Table I-1 illustrates mortgage interest-only payments as a share of household disposable income. The national average is 25.5%. These are very high ratios, suggesting an average new home buyer will have to allocate about a quarter of her or his household income just to pay the interest on a mortgage. These averages do not divulge enormous variations among households. High-income and rich households probably do not have much debt, and debt sustainability is not an issue for them. This also implies that there are many low-income households for whom the interest payments on mortgages absorb more than 25% of their disposable income.  Bottom Line: All deposits in the banking system have been created by banks “out of thin air” and have not been engendered by household savings. Contrary to widespread beliefs, mainland households have a lot of debt, and the latter is still expanding faster than nominal disposable income growth (Chart I-7 above). Positives And The Cyclical Outlook This section lists some positives for household incomes and spending, while also highlighting inherent risks: In the long run, per-capita real income growth in any country is equal to productivity growth. Productivity in China is still booming, justifying high real income growth. The question is whether such buoyant productivity growth can be sustained at a high level to justify robust real-income per-capita growth. Typically, easy money breeds complacency, misallocation of capital and ultimately lower productivity growth. Can China sustain productivity growth of 6% to assure a similar growth rate in real income per capita if the nation continues to experience easy money and a misallocation of capital? Forecasting productivity is not easy; only time will tell. Chart I-9Nominal Household Income, Wages And Salaries Nominal Household Income, Wages And Salaries Nominal Household Income, Wages And Salaries Per capita aggregate income as well as both wages and salaries are still expanding briskly – by about 8.5% in nominal terms from a year ago (Chart I-9). This is a formidable growth rate and entails vigorous spending power. The cyclical and long-term concern is whether the current rate of income growth is sustainable. So far there has been few redundancies, despite the fact that corporate revenue and profits have slumped. There is anecdotal evidence that the authorities are actively discouraging dismissals among both state-owned and private enterprises. If layoffs are avoided in this cycle, it will imply that the full pain of the slowdown is absorbed by shareholders. As a result, wages and salaries will rise as a share of GDP, causing a profit margin squeeze for companies. Will private shareholders be willing to invest in the future? Over the past year,  authorities have targeted the stimulus at consumers by cutting personal income taxes. However, this has not boosted consumption: First, the individual taxpayers’ base was very small; only one quarter of total employment (or 16% of the population) was paying personal income taxes before the most recent cut. Second, personal income tax savings have amounted to less than 2% of disposable income.   Finally, the savings from tax cuts are unevenly distributed across households. High-income families will probably get higher tax savings than lower-income ones, whereas the propensity to spend is higher for the latter than the former. Household deposit expansion has accelerated at the expense of enterprises (Chart I-10). This confirms that companies have not slowed the payments to employees (wage bill). Consequently, households have firepower which can be unleashed at any time.  However, there are presently no signs of a growing appetite to spend. Quite the contrary, our proxy for household marginal propensity to spend is falling (Chart I-11). Chart I-10Households Are Hoarding Money, Not Spending Households Are Hoarding Money, Not Spending Households Are Hoarding Money, Not Spending Chart I-11Household Marginal Propensity To Spend Is Still Falling Household Marginal Propensity To Spend Is Still Falling Household Marginal Propensity To Spend Is Still Falling Non-discretionary consumer spending has remained very robust. In contrast, discretionary spending has been extremely weak and shows no signs of recovery (Chart I-12). Finally, the impulses of non-government credit, broad money and household credit are weak (Chart I-13). Without these improving substantially and households’ marginal propensity to spend rising, it is difficult to expect a meaningful recovery in consumption. Chart I-12Discretionary Spending Is Sluggish Discretionary Spending Is Sluggish Discretionary Spending Is Sluggish Chart I-13Credit/Money Impulses Are Much Weaker Than In Previous Stimulus Credit/Money Impulses Are Much Weaker Than In Previous Stimulus Credit/Money Impulses Are Much Weaker Than In Previous Stimulus Bottom Line: A cyclical recovery in consumer spending hinges on another round of major credit and fiscal stimulus as well as improvement in households’ willingness to spend. Structurally, real income growth is contingent on China’s ability to sustain high productivity growth. Investment Implications If and as capital spending and exports growth slow further, the pace of expansion in consumer expenditure will also moderate. In such a scenario, overall economic growth in China will inevitably downshift. Structurally, Chinese consumer spending will slow from the torrid pace of 10% CAGR of the past 10 years to around 6-7.5% CAGR in real terms. This is a formidable growth rate, and warrants a bullish stance on the consumer sector. We identified Chinese consumers as a major investment theme for the current decade in our 2010 report titled How To Play EM This Decade? 1 In that report, we recommended selling commodities and sectors exposed to Chinese construction and instead favoring consumer plays, especially in the health care and tech sectors. This structural theme has played out well and has further to go. Chinese household spending on health care, education and other high-value services will rise as income per capita expands, albeit at a slower rate than before. Chart I-14 demonstrates that Chinese imports of medical and pharmaceutical products are surging, even though overall imports are currently contracting. Domestically, profit margins are expanding within the medical and pharmaceuticals industries but stagnating for the overall industrial sector (Chart I-15). Chart I-14Surging Demand For Medical Products/Goods Surging Demand For Medical Products/Goods Surging Demand For Medical Products/Goods Chart I-15Continue Favoring Companies In Health Care/Medical Space Continue Favoring Companies In Health Care/Medical Space Continue Favoring Companies In Health Care/Medical Space All that said, a bullish growth story does not always translate into strong equity returns. Charts I-16A and I-16B reveal that share prices of Chinese investible consumer sub-sectors have had mixed performance. With the exception of Alibaba and Tencent, a few of consumer equity sub-sectors have generated strong equity returns. Chart I-16AChinese Consumer Stocks: Mixed Performance Chinese Consumer Stocks: Mixed Performance Chinese Consumer Stocks: Mixed Performance Chart I-16BChinese Consumer Stocks: Mixed Performance Chinese Consumer Stocks: Mixed Performance Chinese Consumer Stocks: Mixed Performance Such poor equity performance given strong headline consumption growth has often been due to bottom-up problems such as profit margins squeeze, overexpansion, over-indebtedness, equity dilution, quality of management and other issues. Chart I- Apart from company specific risks, investors should also consider valuations. Buying good companies in great industries at very high equity multiples will probably produce meager returns. Table I-2 shows the trailing P/E ratio for various consumer sub-sectors. The majority of them trade at a trailing P/E ratio of above 20 and in some cases above 30. Besides, China’s consumer story has been well known for some time, and many portfolios are overweight China consumer plays. Consequently, investor positioning adds to near-term risks. Cyclically, high equity valuations, crowded investor positioning and the delayed cyclical recovery in the Chinese economy pose downside risks to consumer stocks as well. However, such a selloff will create conditions for selectively investing in reasonably valued high quality companies.   Arthur Budaghyan Chief Emerging Markets Strategist arthurb@bcaresearch.com Lin Xiang, Research Analyst linx@bcaresearch.com   Footnotes 1      Please see Emerging Markets Strategy Special Report, “How To Play Emerging Market Growth In The Coming Decade”, dated June 10, 2010, available at ems.bcaresearch.com Equities Recommendations Currencies, Credit And Fixed-Income Recommendations

Highlights Global growth is still slowing. Having rallied since the start of the year, global stocks will likely enter a “dead zone” over the next six-to-eight weeks as investors nervously await the proverbial green shoots to sprout. We think they will appear in the second quarter, setting the scene for a reacceleration in global growth in the second half of the year, and an accompanying rally in global risk assets. Investors should overweight stocks and spread product while underweighting safe government bonds over a 12-month horizon. The U.S. dollar will strengthen a bit over the next few months, but should start to weaken in the summer as the global economy catches fire. Stronger global growth and a weaker dollar in the back half of the year will benefit EM assets and European stocks. Feature I skate to where the puck is going to be, not to where it has been. — Wayne Gretzky How To Be A Good Macro Strategist To paraphrase Gretzky, a mediocre macro strategist draws conclusions based solely on incoming data. A good macro strategist, in contrast, tries to figure out where the data is heading. How can one predict how the economic data will evolve? Examining forward-looking indicators is helpful, but it is not enough. One also has to understand why the data is evolving the way it is. If one knows this, one can then assess whether the forces either hurting or helping growth will diminish, intensify, or remain the same.  What Accounts For the Growth Slowdown? There is little mystery as to why global growth slowed in 2018. Chinese credit growth fell steadily over the course of the year, which generated a negative credit impulse. Unlike in the past, China is now the most important driver of global credit flows (Chart 1). Chart 1Global Credit Flows Are Increasingly Driven By China Global Credit Flows Are Increasingly Driven By China Global Credit Flows Are Increasingly Driven By China Meanwhile, the global economy was rocked by rising oil prices. Brent rose from $55/bbl on October 5, 2017 to $85/bbl on October 4, 2018. Government bond yields also increased, with the 10-year U.S. Treasury yield rising from 2.05% on September 7, 2017 to 3.23% on October 5, 2018 (Chart 2). Chart 2Rising Oil Prices And Bond Yields Contributed To Slower Global Growth Last Year Rising Oil Prices And Bond Yields Contributed To Slower Global Growth Last Year Rising Oil Prices And Bond Yields Contributed To Slower Global Growth Last Year A mediocre macro strategist draws conclusions based solely on incoming data. A good macro strategist, in contrast, tries to figure out where the data is heading. In an ironic twist, Jay Powell’s ill-timed comment that rates were “a long way” from neutral marked the peak in bond yields. Unfortunately, the subsequent decline in yields was accompanied by a vicious stock market correction and a widening in credit spreads. This led to an overall tightening in financial conditions, which further hurt growth (Chart 3). Chart 3Financial Conditions Tightened In 2018, Especially After Powell's Hawkish Comments Financial Conditions Tightened In 2018, Especially After Powell's Hawkish Comments Financial Conditions Tightened In 2018, Especially After Powell's Hawkish Comments The critical point is that all of these negative forces are behind us: Financial conditions have eased significantly over the past two months; oil prices have rebounded, but are still well below their 2018 highs; and as we explain later on, Chinese growth is likely to bottom by the middle of this year. This means that global growth should start to improve over the coming months. The United States: Better News Ahead The latest U.S. economic data has been weak, with this morning’s disappointing ISM manufacturing print being the latest example. The New York Fed’s GDP Nowcast is pointing to annualized growth of 0.9% in the first quarter. While there is no doubt that underlying growth has decelerated, data distortions have probably also contributed to the perceived slowdown. For instance, the dismal December retail sales report reduced the base for consumer spending going into 2019, thus shaving about 0.4 percentage points off Q1 growth. The drop in real personal consumption expenditures (PCE) cut the New York Fed’s Q1 growth estimate by a further 0.15 percentage points. We suspect that much of the weakness in December retail sales and PCE was linked to the government shutdown. The closure caused some of the surveys used to compile these reports to be postponed until January, which is historically the weakest month for retail sales. The Johnson Redbook Index – which covers 80% of the retail sales surveyed by the Department of Commerce – as well as the sales figures from Amazon and Walmart all point to strong spending during the holiday season (Chart 4). Chart 4The December U.S. Retail Sales Report Was Probably A Fluke The December U.S. Retail Sales Report Was Probably A Fluke The December U.S. Retail Sales Report Was Probably A Fluke Fundamentally, U.S. consumers are in good shape (Chart 5). As a share of disposable income, household debt is over 30 percentage points lower than it was in 2007. The savings rate stands at an elevated level, which gives households the wherewithal to increase spending. Job openings hit another record high, while wage growth continues to trend upwards. Fundamentally, U.S. consumers are in good shape. Chart 5U.S. Consumer Fundamentals Are Solid U.S. Consumer Fundamentals Are Solid U.S. Consumer Fundamentals Are Solid The housing market should improve. Rising mortgage rates weighed on housing last year. However, rates have been declining for several months now, which augurs well for home sales and construction over the next six months (Chart 6). Chart 6Mortgage Rates Will Not Be A Headwind For U.S. Housing Activity Over The Next 6 Months Mortgage Rates Will Not Be A Headwind For U.S. Housing Activity Over The Next 6 Months Mortgage Rates Will Not Be A Headwind For U.S. Housing Activity Over The Next 6 Months While capex intention surveys have come off their highs, they still point to reasonably solid expansion plans (Chart 7). Rising labor costs and high levels of capacity utilization will induce firms to invest in more capital equipment, which should support business spending. Chart 7U.S. Capex Plans Have Come Off Their Highs, But Remain Solid U.S. Capex Plans Have Come Off Their Highs, But Remain Solid U.S. Capex Plans Have Come Off Their Highs, But Remain Solid Government expenditures should also recover. By most estimates, the shutdown shaved one percentage point from Q1 growth. This is likely to be completely reversed in the second quarter. The End Of The Chinese Deleveraging Campaign? The popular narrative about weaker Chinese growth has focused on the trade war. While trade uncertainty undoubtedly hurt growth last year – and has continued to weigh on growth so far this year – most of the weakness in the Chinese economy can be traced to the deleveraging campaign which started in 2017, long before the surge in trade flow angst. Fixed investment spending in China is generally financed through credit markets. Chart 8 shows that the contribution of investment spending to GDP growth has declined in tandem with decelerating credit growth.   Most of the weakness in the Chinese economy can be traced to the deleveraging campaign which started in 2017, long before the surge in trade flow angst. Chart 8China: Deleveraging Means Less Investment-Led Growth China: Deleveraging Means Less Investment-Led Growth China: Deleveraging Means Less Investment-Led Growth Chinese credit growth has typically reaccelerated whenever it has dipped towards trend nominal GDP growth. We may have already reached this point (Chart 9). New credit formation came in well above expectations in January. Given possible distortions caused by the timing of the Chinese lunar new year, investors should wait until the February data is released in mid-March before drawing any firm conclusions. Nevertheless, it is starting to look increasingly likely that credit growth has bottomed. The 6-month credit impulse has already surged (Chart 10). The 12-month impulse should also begin moving up provided that month-over-month credit growth simply maintains its recent trend (Chart 11). Chart 9Historically, China Has Scaled Back On Deleveraging When Credit Growth Has Fallen Close To Nominal GDP Growth Historically, China Has Scaled Back On Deleveraging When Credit Growth Has Fallen Close To Nominal GDP Growth Historically, China Has Scaled Back On Deleveraging When Credit Growth Has Fallen Close To Nominal GDP Growth Chart 10A Rebound In The Chinese 6-Month Credit Impulse A Rebound In The Chinese 6-Month Credit Impulse A Rebound In The Chinese 6-Month Credit Impulse Chart 11The 12-Month Impulse Is Set To Turn Up The 12-Month Impulse Is Set To Turn Up The 12-Month Impulse Is Set To Turn Up On the trade front, President Trump’s decision to delay the implementation of tariffs on $200 billion in Chinese imports is a step in the right direction. Nevertheless, gauging whether the trade war will continue to de-escalate is extraordinarily difficult. There is no major constituency within the Republican Party campaigning for protectionism. It ultimately boils down to what one man – Trump – wants. Our best guess is that President Trump will try to score a few political points by “declaring victory” – deservedly or not – in his battle with China in order to pivot to more pressing domestic issues such as immigration. However, there can be no assurance of this, which is why China’s leaders are likely to prioritize growth over deleveraging, at least for the time being. They know full well that the only way they can credibly threaten to walk away from the negotiating table is if their economy is humming along. Europe: From Headwinds To Tailwinds? Slower global growth, higher oil prices, and a spike in Italian bonds yields all contributed to the poor performance of the European economy last year. Economic activity was further hampered by a decline in German automobile production following the introduction of more stringent emission standards. The good news is that these headwinds are set to reverse course. Italian bond yields are well off their highs, as are oil prices (Chart 12). German automobile production is recovering (Chart 13). In addition, the European Commission expects the euro area fiscal thrust to reach 0.40% of GDP this year, up from 0.05% of GDP last year (Chart 14). This should add about half a percentage point to growth. Finally, if our expectation that Chinese growth will bottom out by mid-year proves correct, European exports should benefit. If neither the political establishment nor the general public favor Brexit, it will not happen. Chart 12Headwind No More (I): Italian Bond Yields Headwind No More (I): Italian Bond Yields Headwind No More (I): Italian Bond Yields Chart 13Headwind No More (II): German Auto Sector Headwind No More (II): German Auto Sector Headwind No More (II): German Auto Sector Chart 14The Euro Area Will Benefit From A Modest Amount Of Fiscal Easing This Year The Euro Area Will Benefit From A Modest Amount Of Fiscal Easing This Year The Euro Area Will Benefit From A Modest Amount Of Fiscal Easing This Year Brexit still remains a risk, but a receding one. We have consistently argued that the political establishment on both sides of the British channel will not accept anything resembling a hard Brexit. As was the case with the EU treaty referendums involving Denmark and Ireland in the 1990s, the European political elites will insist on a “No fair! Let’s play again! Best two-out-of-three?” do-overs until they get the result they want. Theresa May’s efforts to cobble together a parliamentary majority that precludes a hard Brexit, along with the Labor Party’s increasing willingness to pursue a second vote, is consistent with our thesis. Fortunately for the “remain” side, public opinion is shifting in favor of staying in the EU (Chart 15). Focusing on the minutiae of various timetables, rules, and regulations is largely a waste of time. If neither the political establishment nor the general public favor Brexit, it will not happen. We are short EUR/GBP, a trade recommendation that has gained 5.2% since we initiated it. We continue to see upside for the pound. Chart 15The ''Remain'' Side Would Likely Win Another Referendum The ''Remain'' Side Would Likely Win Another Referendum The ''Remain'' Side Would Likely Win Another Referendum Investment Conclusions Global growth is still slowing. Having rallied since the start of the year, global stocks will likely enter a “dead zone” for the next six-to-eight weeks as investors nervously await the proverbial green shoots to sprout. We think they will appear in the second quarter, setting the scene for a reacceleration in global growth in the second half of the year, and an accompanying rally in global risk assets. The dollar is a countercyclical currency, meaning that it moves in the opposite direction of the global business cycle (Chart 16). The greenback will strengthen a bit over the next few months, but should start to weaken in the summer as the global economy catches fire. Chart 16The Dollar Is A Countercyclical Currency The Dollar Is A Countercyclical Currency The Dollar Is A Countercyclical Currency We sold our put on the EEM ETF for a gain of 104% on Jan 3rd, and are now outright long EM equities. We do not have a strong view on EM versus DM equities at the moment, but expect to shift EM to overweight once we see more confirmatory evidence that Chinese growth is stabilizing. Having rallied since the start of the year, global stocks will likely enter a “dead zone” for the next six-to-eight weeks as investors nervously await the proverbial green shoots to sprout. In conjunction with our expected upgrade on EM assets, we will move European equities to overweight. Stronger global growth will benefit European multinational exporters, while brisker domestic growth should allow the market to price in a few more ECB rate hikes starting in 2020. The latter will lead to a somewhat steeper yield curve which, along with rising demand for credit, should boost financial sector earnings (Chart 17). This will give European bank stocks a welcome boost. Chart 17Stronger Euro Area Credit Growth Will Boost Bank Earnings Stronger Euro Area Credit Growth Will Boost Bank Earnings Stronger Euro Area Credit Growth Will Boost Bank Earnings Japanese equities will also benefit from faster global growth, but domestic demand will suffer from the government’s ill-advised plan to raise the sales tax in October. As such, we do not anticipate upgrading Japanese stocks. We also expect the yen to come under some pressure as the BoJ is forced to maintain its ultra-accommodative monetary policy stance, while bond yields elsewhere move modestly higher.      Peter Berezin Chief Global Investment Strategist peterb@bcaresearch.com   Strategy & Market Trends* MacroQuant Model And Current Subjective Scores Chart 18 Tactical Trades Strategic Recommendations Closed Trades

  Highlights Global growth is still slowing. Having rallied since the start of the year, global stocks will likely enter a “dead zone” over the next six-to-eight weeks as investors nervously await the proverbial green shoots to sprout. We think they will appear in the second quarter, setting the scene for a reacceleration in global growth in the second half of the year, and an accompanying rally in global risk assets. Investors should overweight stocks and spread product while underweighting safe government bonds over a 12-month horizon. The U.S. dollar will strengthen a bit over the next few months, but should start to weaken in the summer as the global economy catches fire. Stronger global growth and a weaker dollar in the back half of the year will benefit EM assets and European stocks. Feature I skate to where the puck is going to be, not to where it has been.  — Wayne Gretzky Gretzky's Doctrine To paraphrase Gretzky, a mediocre macro strategist draws conclusions based solely on incoming data. A good macro strategist, in contrast, tries to figure out where the data is heading. How can one predict how the economic data will evolve? Examining forward-looking indicators is helpful, but it is not enough. One also has to understand why the data is evolving the way it is. If one knows this, one can then assess whether the forces either hurting or helping growth will diminish, intensify, or remain the same. What Accounts For The Growth Slowdown? There is little mystery as to why global growth slowed in 2018. Chinese credit growth fell steadily over the course of the year, which generated a negative credit impulse. Unlike in the past, China is now the most important driver of global credit flows (Chart I-1). Image Meanwhile, the global economy was rocked by rising oil prices. Brent rose from $55/bbl on October 5, 2017 to $85/bbl on October 4, 2018. Government bond yields also increased, with the 10-year U.S. Treasury yield rising from 2.05% on September 7, 2017 to 3.23% on October 5, 2018 (Chart I-2). Image In an ironic twist, Jay Powell’s ill-timed comment that rates were “a long way” from neutral marked the peak in bond yields. Unfortunately, the subsequent decline in yields was accompanied by a vicious stock market correction and a widening in credit spreads. This led to an overall tightening in financial conditions, which further hurt growth (Chart I-3). Image The critical point is that all of these negative forces are behind us: Financial conditions have eased significantly over the past two months; oil prices have rebounded, but are still well below their 2018 highs; and as we explain later on, Chinese growth is likely to bottom by the middle of this year. This means that global growth should start to improve over the coming months. The United States: Better News Ahead The latest U.S. economic data has been weak, with this morning’s disappointing ISM manufacturing print being the latest example. The New York Fed’s GDP Nowcast is pointing to annualized growth of 0.9% in the first quarter. While there is no doubt that underlying growth has decelerated, data distortions have probably also contributed to the perceived slowdown. For instance, the dismal December retail sales report reduced the base for consumer spending going into 2019, thus shaving about 0.4 percentage points off Q1 growth. The drop in real personal consumption expenditures (PCE) cut the New York Fed’s Q1 growth estimate by a further 0.15 percentage points. We suspect that much of the weakness in December retail sales and PCE was linked to the government shutdown. The closure caused some of the surveys used to compile these reports to be postponed until January, which is historically the weakest month for retail sales. The Johnson Redbook Index – which covers 80% of the retail sales surveyed by the Department of Commerce – as well as the sales figures from Amazon and Walmart all point to strong spending during the holiday season (Chart I-4). Image Fundamentally, U.S. consumers are in good shape (Chart I-5). As a share of disposable income, household debt is over 30 percentage points lower than it was in 2007. The savings rate stands at an elevated level, which gives households the wherewithal to increase spending. Job openings hit another record high, while wage growth continues to trend upwards. Image The housing market should improve. Rising mortgage rates weighed on housing last year. However, rates have been declining for several months now, which augurs well for home sales and construction over the next six months (Chart I-6). Image While capex intention surveys have come off their highs, they still point to reasonably solid expansion plans (Chart I-7). Rising labor costs and high levels of capacity utilization will induce firms to invest in more capital equipment, which should support business spending. Image Government expenditures should also recover. By most estimates, the shutdown shaved one percentage point from Q1 growth. This is likely to be completely reversed in the second quarter. The End Of The Chinese Deleveraging Campaign? The popular narrative about weaker Chinese growth has focused on the trade war. While trade uncertainty undoubtedly hurt growth last year – and has continued to weigh on growth so far this year – most of the weakness in the Chinese economy can be traced to the deleveraging campaign which started in 2017, long before the surge in trade flow angst. Fixed investment spending in China is generally financed through credit markets. Chart I-8 shows that the contribution of investment spending to GDP growth has declined in tandem with decelerating credit growth.   Image Chinese credit growth has typically reaccelerated whenever it has dipped towards trend nominal GDP growth. We may have already reached this point (Chart I-9). New credit formation came in well above expectations in January. Given possible distortions caused by the timing of the Chinese lunar new year, investors should wait until the February data is released in mid-March before drawing any firm conclusions. Nevertheless, it is starting to look increasingly likely that credit growth has bottomed. The 6-month credit impulse has already surged (Chart I-10). The 12-month impulse should also begin moving up provided that month-over-month credit growth simply maintains its recent trend (Chart I-11). Image Image Image On the trade front, President Trump’s decision to delay the implementation of tariffs on $200 billion in Chinese imports is a step in the right direction. Nevertheless, gauging whether the trade war will continue to de-escalate is extraordinarily difficult. There is no major constituency within the Republican Party campaigning for protectionism. It ultimately boils down to what one man – Trump – wants. Our best guess is that President Trump will try to score a few political points by “declaring victory” – deservedly or not – in his battle with China in order to pivot to more pressing domestic issues such as immigration. However, there can be no assurance of this, which is why China’s leaders are likely to prioritize growth over deleveraging, at least for the time being. They know full well that the only way they can credibly threaten to walk away from the negotiating table is if their economy is humming along. Europe: From Headwinds To Tailwinds? Slower global growth, higher oil prices, and a spike in Italian bonds yields all contributed to the poor performance of the European economy last year. Economic activity was further hampered by a decline in German automobile production following the introduction of more stringent emission standards. The good news is that these headwinds are set to reverse course. Italian bond yields are well off their highs, as are oil prices (Chart I-12). German automobile production is recovering (Chart I-13). In addition, the European Commission expects the euro area fiscal thrust to reach 0.40% of GDP this year, up from 0.05% of GDP last year (Chart I-14). This should add about half a percentage point to growth. Finally, if our expectation that Chinese growth will bottom out by mid-year proves correct, European exports should benefit. Image Image Image Brexit still remains a risk, but a receding one. The political establishment on both sides of the British channel will not accept anything resembling a hard Brexit. As was the case with the EU treaty referendums involving Denmark and Ireland in the 1990s, the European political elites will insist on a “No fair! Let’s play again! Best two-out-of-three?” do-overs until they get the result they want. Theresa May’s efforts to cobble together a parliamentary majority that precludes a hard Brexit, along with the Labor Party’s increasing willingness to pursue a second vote, is consistent with our thesis. Fortunately for the “remain” side, public opinion is shifting in favor of staying in the EU (Chart I-15). Focusing on the minutiae of various timetables, rules, and regulations is largely a waste of time. If neither the political establishment nor the general public favor Brexit, it will not happen. Image Investment Conclusions Global growth is still slowing. Having rallied since the start of the year, global stocks will likely enter a “dead zone” for the next six-to-eight weeks as investors nervously await the proverbial green shoots to sprout. We think they will appear in the second quarter, setting the scene for a reacceleration in global growth in the second half of the year, and an accompanying rally in global risk assets. The dollar is a countercyclical currency, meaning that it moves in the opposite direction of the global business cycle (Chart I-16). The greenback will strengthen a bit over the next few months, but should start to weaken in the summer as the global economy catches fire. Image We do not have a strong view on EM versus DM equities at the moment, but expect to shift EM to overweight once we see more confirmatory evidence that Chinese growth is stabilizing. In conjunction with our expected upgrade on EM assets, we will move European equities to overweight. Stronger global growth will benefit European multinational exporters, while brisker domestic growth should allow the market to price in a few more ECB rate hikes starting in 2020. The latter will lead to a somewhat steeper yield curve which, along with rising demand for credit, should boost financial sector earnings (Chart I-17). This will give European bank stocks a welcome boost. Image Japanese equities will also benefit from faster global growth, but domestic demand will suffer from the government’s ill-advised plan to raise the sales tax in October. As such, we do not anticipate upgrading Japanese stocks. We also expect the yen to come under some pressure as the BoJ is forced to maintain its ultra-accommodative monetary policy stance, while bond yields elsewhere move modestly higher. Peter Berezin    Chief Global Investment Strategist March 1, 2019 Next Report: March 28, 2019 II. Troubling Implications Of Global Demographic Trends Developed economies are challenged by two powerful and related demographic trends: declining growth in working-age populations, and a rapidly-aging population structure. Working-age populations are in absolute decline in Japan and much of Europe and growth is slowing sharply in the U.S. An offsetting acceleration in productivity growth is unlikely, implying a marked deceleration in economic growth potential. The combination of slower growth in the number of taxpayers and rising numbers of retirees is toxic for government finances. Future generations face sharply rising debt burdens and increased taxes to pay for entitlements. The correlation between aging and asset prices is inconclusive but common sense suggests it is more likely to be bearish than bullish. Population growth remains rapid throughout most of the developing world, China being a notable exception. It is especially strong in Africa, a region that has historically faced economic mismanagement and thus poor economic prospects for most of its inhabitants. Migration from the emerging to developed world is a logical solution to global demographic trends, but faces a backlash in many countries for both economic and cultural reasons. These tensions are likely to increase. Making accurate economic and market forecasts is daunting because there are so many moving parts and unanticipated events are inevitable. Quantitative models are destined to fail because of the unpredictability of human behavior and random shocks. Demographic forecasts are a lot easier, at least over the short-to-medium term. If you want to know how many 70-year olds there will be in 10 years’ time, then count how many 60-year olds there are today and adjust by the mortality rate for that age group. Demographic trends are very incremental from year to year and their impact is swamped by economic, political and financial events. Thus, it rarely makes sense to blame demographics for cyclical swings in the economy or markets. In some respects, demographics can be likened to glaciers. You will quickly get bored standing by a glacier to watch it move. But, over long time periods, glaciers cover enormous distances and can completely reshape the landscape. Similarly, over the timespan of one or more generations, demographics can have powerful effects on economies and societies. Some important demographic trends have been going on for long enough that their effects are visible. The most common concern about global demographics has tended to be overpopulation and pressure on resources and the environment. And this is hardly new. In 1798, Thomas Malthus published his “Essay on The Principles of Population” in which he argued that population growth would outstrip food supply, leading to a very miserable outcome. Of course, what he missed was the revolution in agricultural techniques that meant food supply kept up with population growth. In 1972, a group of experts calling themselves The Club of Rome published a report titled “The Limits to Growth” which argued that a rising world population would outstrip the supply of natural resources, putting a limit to economic growth. Again, that report underestimated the ability of technology to solve the problem of scarcity, although many still believe the essence of the report has yet to be proved wrong. Phenomena such as climate change and rising numbers of animal species facing extinction are seen as supporting the thesis that the world’s population is putting unsustainable demands on the planet. Rather than get into that debate, this report will focus on three particular big-picture problems associated with demographic trends: Declining working-age populations in most major industrialized economies during the next several decades. Population aging throughout the developed world. Continued rapid population growth in many of the world’s poorest and most troubled countries. According to the UN’s latest projections, the world’s population will increase from around 7.5 billion today to almost 10 billion by 2050.1 The population growth rate peaked in the 1970s and is expected to slow sharply over the next several decades (Chart II-1). Despite slower percentage growth rates, the population keeps going up steadily because one percent of the 1970 global population was about 3.7 million, while one percent of the current population is about 7.5 million. Image But here is an important point: virtually all future growth in the global population will come from the developing world (Chart II-2). The population of the developed world is expected to be broadly flat over the period to 2050, and this has some significant economic implications. Image Let’s first look at why population growth has stagnated in the developed world. Population growth is a function of three things: the birth rate, the death rate and net migration. Obviously, if there are more births than deaths then there will be a natural increase in the population and net migration will either add or subtract to that. Over time, there have been major changes in some of these drivers. In the developed world, a stable population requires that, on average, there are 2.1 children born for every woman. The fact that it is not exactly 2 accounts for infant mortality and because there are slightly more males than females born. The replacement-level fertility rate needs to be higher than 2.1 in the developing world because of higher infant mortality rates. After WWII, the fertility rate throughout most of the developed world was well above 2.1 as soldiers returned home and the baby boom generation was born. But, by the end of the 1970s, the rate had dropped below the replacement level in most countries and currently is a lowly 1.5 in Japan, Germany and Italy (Table II-1). It has stayed higher in the U.S. but even there it has dipped below the critical 2.1 level. This trend has reflected lot of factors including more widespread use of birth control and more women entering the labor force. Image In the developed world, the birth rate is expected to drop below the death rate in the next ten years (Chart II-3). That means there will be a natural decrease in the population. In the case of Japan, Germany, Italy and Portugal that change already occurred between 2005 and 2010. In the U.S., the UN expects birth rates to stay just above death rates in the period to 2050, but the gap narrows sharply. Births exceed deaths throughout most of the developing world meaning that populations continue to grow. Notable exceptions to this are Eastern Europe where populations are already in sharp decline and China, where deaths begin to exceed births in the 2030s. Image Although life expectancy is rising, death rates in the developed world will rise simply because the rapidly growing number of old people more than offsets the impact of longer lifespans. Of course, the population of a country can also be boosted by immigration, and that has been true for much of the developed world. In Canada and most of Europe, net migration already is the dominant source of overall population growth and it will become so in the U.S. in the coming decades, based on current trends (Chart II-4). Image This is the background to the first key issue addressed in this report: the declining trend in the growth of the working-age population in the developed world. Slowing Growth In Working-Age Populations An economy’s growth potential depends on only two things: the number of people working and their productivity. If the labor force grows at 1% a year and productivity also increases by 1%, then the economy’s trend growth rate is 2%. In the short-run, the economy may grow faster or slower than that, depending on issues like fiscal and monetary policy, oil prices etc. Over the long run, growth is constrained by people and productivity. The potential labor force is generally regarded to be the people aged 15 to 64. The growth trend in this age segment has slowed sharply in recent years in the major economies and is set to weaken further in the years ahead (Chart II-5). The problem is most severe in Japan and Europe where the working-age population is already declining. In the case of the U.S., growth in this age cohort slows from an average 1.5% a year in the 1960s and 1970s to a projected pace of less than 0.5% in the coming decades. Image While this generally is not a problem faced by the developing world, a notable exception is China, now reaping the consequences of its one-child policy. Its working-age population is set to decline steadily in the years ahead. Thus, it is inevitable that Chinese growth also will slow in the absence of an acceleration of productivity growth The slowing trend in the working-age population could be offset if we could get more 15-64 year olds to join the labor force, or get more older people to stay working. In the U.S., almost 85% of male 15-64 year olds were either employed or were wanting a job in the mid-1990s. This has since dropped to below 80% - a marked divergence from the trend in most other countries (Chart II-6). And the female participation rate in the U.S. also is below that of other countries. Image The reason for the decline in U.S. labor participation rates for prime-aged adults is unclear. Explanations include increased levels of people in full-time education, in prison, or claiming disability. A breakdown of male participation rates by age shows particularly sharp drops in the 15-19 and 20-24 age groups, though the key 20-54 age category also is far below earlier peaks (Chart II-7). The U.S. participation rate has recently picked up but it seems doubtful that it will return to earlier highs. Image Other solutions to the problem would be getting more people aged 65 and above to stay in the labor force, and/or faster growth in productivity. The former probably will require changes to the retirement age and we will return to that issue shortly. There always are hopes for faster productivity growth, but recent data have remained disappointing for most developed economies (Chart II-8). New technologies hold out some hope but this is a contentious topic. Image On a positive note, the shrinking growth of the working-age population may be easier to live with in a world of robotization and artificial intelligence where machines are expected to take over many jobs. That would support a more optimistic view of productivity but it remains to be seen how powerful the impact will be. Another important problem related to the slowing growth of the working-age population relates to fiscal burdens. In 1980, the level of government debt per taxpayer (ages 20-64) was around $58,000 in the U.S. in today’s money and this is on track for $104,000 by 2020 (Chart II-9). But this pales in comparison to Japan where it rises from $9,000 to $170,000 over the same period. Canada looks more favorable, rising from $23,000 in 1980 to $68,000 in 2020. These burdens will keep rising beyond 2020 until governments start running budget surpluses. Our children and grandchildren will bear the burden of this and won’t thank us for allowing the debt to build up in the first place. Image There will be a large transfer of privately-held assets from the baby boomers to the next generation, but the ownership of this wealth is heavily skewed. According to one study, the top 1% owned 40% of U.S. wealth in 2016, while the bottom 90% owned 20%.2 And it seems likely that this pool of wealth will erode over time, providing a smaller cushion to the following generation. This leads in to the next topic – aging populations. Aging Populations In The Developed World The inevitable result of the combination of increased life expectancy and declining birth rates has been a marked aging of populations throughout the developed world. Between 2000 and 2050, the developed world will see the number of those aged 65 and over more than double while the numbers in other age groups are projected to show little change (Chart II-10). Image As long as the growing numbers of those aged 65 and above are in decent health, then life is quite good. Fifty years ago in the U.S., poverty rates were very high for those of retirement age compared to the young (i.e. under 18). But that has changed as the baby boomer generation made sure that they voted for increased entitlement programs. Now poverty rates for the 65+ group are far below those of the young (Chart II-11). At the same time, real incomes for those 65 and older have significantly outperformed those of younger age groups. Image A major problem is that aging baby boomers are expensive because of the cost of pensions and medical care. As would be expected, health care costs rise dramatically with age. For those aged 44 and under, health care costs in the U.S. averaged around $2,000 per person in 2015. For those 65 and over, it was more than $11,000 per person. And per capita spending doubles between the ages of 70 and 90. So here we have the problem: a growing number of expensive older people supported by a shrinking number of taxpayers. This is illustrated by the ratio of the number of people between 20 and 64 divided by those 65 and older. In other words, the number of taxpayers supporting each retiree (Chart II-12). Image In 1980, there were five taxpayers for every retiree in the U.S., four in W. Europe and seven in Japan. These ratios have since dropped sharply, and in the next few decades will be down to 2.5 in the U.S., 1.8 in Europe and 1.3 in Japan. For each young Japanese taxpayer, it will be like having the cost of a retiree deducted from their paycheck. Throughout the developed world, the baby boomers’ children and grandchildren face a growing burden of entitlements. Some of the statistics related to Japan’s demographics are dramatic. In the first half of the 1980s there were more than twice as many births as deaths (Chart II-13). They become equal around ten years ago and in another ten years deaths are projected to exceed births by around three million a year. In 1990, the number of people aged four and under was more than double the number aged 80 and above. Now the situation is reversed with those aged 80 years and above more than double those four and under. That is why sales of adult diapers reportedly exceed those of baby diapers – very depressing!3 Image What’s the solution to aging populations? An obvious one is for people to retire later. When pension systems were set up, life expectancy at birth was below the age pensions were granted - typically around 65. In other words, not many people were expected to live long enough to get a government pension. And the lucky ones who did live long enough were not expected to be around to receive a pension for more than a few years. By 1950, those males who had reached the age of 65 were expected, on average, to live another 11 to 13 years in the major developed countries (Table II-2). This rose to 16-18 years by 2000 and is expected to reach 22-23 years by 2050. Governments have made a huge error in failing to raise the retirement age as life expectancy increased. Pension systems were never designed to allow people to receive government pensions for more than 20 years. Image Some countries have raised the retirement age for pensions, but progress on this front is painfully slow. Other solutions would be to raise pension contributions or to means-test benefits. Not surprisingly, governments are reluctant to take such unpopular actions. At some point, they will have no choice, but that awaits pressures from the financial markets. Currently, not many people aged over 65 remain in the workforce. The participation rate for men is less than 10% in Europe and less than 25% in the U.S. And it is a lot lower for women (Chart II-14). The rate in Japan is much higher reflecting the fact that it is at the leading edge of aging. Participation rates are moving higher in Europe and the U.S. and further increases are likely in the years ahead if Japan’s experience is anything to go by. Image Having people staying in the workforce for longer will help offset the decline in prime-age workers, but there is a downside. While it is a contentious topic, many studies point to a negative correlation between age and productivity after the age of 50. As we age, there is some decline in cognitive abilities and older people may be less willing or able to adapt to new technologies and working practices. These would only be partly offset by the benefits of experience that comes with age. Therefore, an aging workforce is not one where one would expect productivity growth to accelerate, other things being equal. An IMF study concluded that a 1% increase in the labor force share of the 55-64 age cohort in Europe could reduce the growth in total factor productivity by 0.2% a year over the next 20 years.4 Another study published by the NBER paper estimated that aging will reduce the U.S. economic growth rate by 1.2% a year this decade and 0.6% a year next decade.5 Other studies are less gloomy but it would be hard to argue that aging is actually good for productivity. Another aging-related issue is the implications for asset prices. It is generally believed that aging will be bad for asset prices as people move from their high-saving years to a period where they will be liquidating assets to supplement their incomes. This is supported by a loose correlation between the percentage of the labor force between 35 and 64 (the higher-saving years) and stock market capitalization as a percent of GDP (Chart II-15). However, other studies cast doubts on this relationship.6 Image One might think real estate is even more vulnerable than stocks to aging. However, in late 1988, two high-profile economists (Greg Mankiw and David Weil) published a report arguing that real house prices would fall substantially over the next two decades as the baby boom generation aged.7 That forecast was catastrophically wrong. Of course, that does not mean that the more dramatic aging occurring over the next couple of decades will not have a major negative impact on home prices. Numerous studies have been carried out on the relationship between demographics and asset prices and the conclusions are all over the place.8 Time and space constraints prevent a more in-depth discussion of this topic. Nonetheless, common sense would suggest that aging is more likely to be bearish than bullish for asset prices. Thus far, we have addressed two demographic challenges facing the developed world: slowing growth in the number of working-age people and a marked aging of the population. Much of the developing world has the opposite issue: continued rapid population growth and large numbers of young people. This is my third topic. Rapid Population Growth In The Developing World We already noted that nearly all future growth in global population will occur in the developing world, China being a notable exception. With birth rates remaining far above death rates, emerging countries will not have the aging problem of the developed world and this has some positives and negatives. On the positive side, a rapidly-growing young population creates the potential for strong economic growth – the opposite of the situation in advanced economies. But this assumes that the institutional and political framework is conducive to growth. Unfortunately, the history of many developing countries is that corrupt and incompetent governments prevent economies from ever reaching their potential. This means there will be a growing pool of young people likely facing a dim economic future. In some cases, these young people could be an excellent recruiting ground for extremist groups. It is unfortunate that there is particularly rapid population growth in some of the most troubled countries in the world. The Institute for Economics and Peace ranks countries by whether they are safe or dangerous.9 According to their ranking, the eight most dangerous countries in the world will see their population grow at a much faster pace than the developing world as a whole (Chart II-16). Image Some individual country comparisons are striking. The UN’s projections show that Nigeria’s population will exceed that of the U.S. by 2050, The Democratic Republic of Congo’s population will match that of Japan by 2030 and by 2050 will be 80% larger (Chart II-17A and B). Similarly, Afghanistan will overtake Italy in the 2040s. Most incredibly, Africa’s overall population surpassed that of the whole of Europe in the second half of the 1990s and is projected to be 3.5 times larger by 2050. That suggests that the numbers seeking to migrate from Africa to Europe will increase dramatically in the next couple of decades. Controlling these flows will become an increasing challenge for countries in Southern Europe. Image Image Migration is the logical solution to declining working-age populations in the developed world and expanding young populations in the developing world. However, there currently is a backlash against immigration in many developed countries. Anti-immigration political parties are gaining strength in many European countries and immigration was a major factor influencing the Brexit vote in the U.K. And it is a hot-button political issue in the U.S. Concerns about immigration are twofold: competition for employment and potential cultural change. Employment fears have coincided with a long period of severely depressed wages for low-skill workers in many developed economies and immigration is an easy target for blame. Meanwhile, the cultural challenge of absorbing large numbers of immigrants clearly has fueled increased nationalist sentiment in a number of countries. In the U.S., projections by the Bureau of the Census show that the non-Hispanic white population will fall below 50% of the total by 2045. That has implications for voting patterns and lies behind some of the concerns about high levels of immigration. There is no simple solution to this controversial issue and an in-depth discussion is beyond the scope of this article. Conclusions We have only touched on some aspects of demographic trends. It is a huge topic and has many other implications. For example, the political and cultural views of each generation are shaped by the environment they grow up in and this changes over time. This year, the number of millennials (those born from the early 1980s to the mid-1990s) in the U.S. is expected to surpass those of baby boomers and that will have important political and social implications. Again, that is beyond the scope of this report. The demographic trends we have discussed will pose serious challenges to policymakers. In the developed world, the baby boom generation has accumulated huge amounts of government debt, partly to fund generous entitlement programs and did not have enough children to ease the burdens on future generations. The young have good reason to feel frustrated by the actions of their elders (see cartoon). Image In the developing world, the challenge will be to provide economic opportunities for a growing pool of young people. The biggest problems will be in Africa, a continent where economic success stories have been few and far between in the past. Failure to deal with this will have troubling implications for geopolitical stability. Martin H. Barnes Senior Vice President Economic Advisor III. Indicators And Reference Charts Our tactical equity upgrade is beginning to pay off, and an increasing proportion of our proprietary indicators is confirming that stocks have more upside over the next few quarters. Our Willingness-to-Pay (WTP) indicator for the U.S. has stopped falling. This pattern is also evident in both Europe and Japan. The WTP indicators track flows, and thus provide information on what investors are actually doing, as opposed to sentiment indexes that track how investors are feeling. After clearly pulling funds out of the equity markets, investors are beginning to tip their toes back in. Our Revealed Preference Indicator (RPI) has clearly shifted back into stocks. The RPI combines the idea of market momentum with valuation and policy measures. It provides a powerful bullish signal if positive market momentum lines up with constructive signals from the policy and valuation measures. Conversely, if constructive market momentum is not supported by valuation and policy, investors should lean against the market trend. According to BCA’s composite valuation indicator, the U.S. stock market remains overvalued from a long-term perspective, despite the dip in multiples since last fall. It is a composite of 11 different valuation measures. Moreover, our Monetary Indicator has shifted out of negative territory for stocks, and is now decisively in stimulative territory. The Fed pause, along with some dovish-sounding commentaries have improved the monetary backdrop by removing expected rate hikes from the money market curve. Our Composite Technical indicator for stocks broke down in December, providing a clear ‘sell’ signal, and has not yet delivered a ‘buy’. However, if the recent improvement in this indicator can continue, the S&P 500 will likely be able to punch above the 2800 level. The 10-year Treasury yield is in the neutral range according to our valuation model. Bonds are not overbought, but they have now fully worked out their previously deeply-oversold conditions. The Adrian, Crump & Moench formulation of the 10-year term premium remains close to its 2016 nadir, suggesting that yields are unsustainably low. Our bond-bearish bias is consistent with the view that the Fed rate hike cycle is not over. The U.S. dollar is still very expensive on a PPP basis. Our Composite Technical Indicator is not as overbought as it once was, but it is far from having reached oversold levels either. This combination suggests that the greenback could experience further downside over the coming month. It remains to be seen if this wave of depreciation will mark the beginning of the cyclical bear market required to correct the dollar’s overvaluation. EQUITIES: Image Image Image Image Image Image Image Image FIXED INCOME: Image Image   Image Image Image Image Image   CURRENCIES: Image Image Image Image Image Image Image   COMMODITIES: Image Image Image   Image Image ECONOMY: Image Image Image Image Image Image Image Image Image Image Image Mark McClellan Senior Vice President The Bank Credit Analyst   Footnotes 1       Most of the data referred to in this report comes from the medium variant projections from the United Nation’s World Population Prospects report, 2017 revision. There is an excellent online database tool that allows users to access numerous demographic series for every country and region in the world. This can be found at https://population.un.org/wpp/DataQuery/ 2       Edward N. Wolff, Household Wealth Trends in the United States, 1962 to 2016. NBER Working Paper 24085, November 2017. Available at: https://www.nber.org/papers/w24085. 3       This is not a joke: https://www.businessinsider.com/signs-japan-demographic-time-bomb-2017-3 4       The Impact of Workforce Aging on European Productivity. IMF Working Paper, December 2016. Available at: https://www.imf.org/en/Publications/WP/Issues/2016/12/31/The-Impact-of-Workforce-Aging-on-European-Productivity-44450 5       The Effect of Population Aging on Economic Growth, the Labor Force and Productivity. NBER Working Paper 22452, July 2016. Available at https://www.nber.org/papers/w22452.pdf 6              For example, see “Will Grandpa Sink The Stock Market?”, The Bank Credit Analyst, September 2014. 7       The Baby Boom, The Bay Bust, and the Housing Market. NBER Working Paper 2794. Available at: https://www.nber.org/papers/w2794 8       For those interested in this topic, we recommend the following paper: Demographics and Asset Markets: A Survey of the Literature. Available at: https://pdfs.semanticscholar.org/912a/5d6d196c3405e37b3a50d797cbf65a27ba44.pdf 9       Global Peace Index, 2018. Available at: http://visionofhumanity.org/app/uploads/2018/06/Global-Peace-Index-2018-2.pdf. According to this index, the eight least-safe countries are (starting with the most dangerous): Syria, Afghanistan, South Sudan, Iraq, Somalia, Yemen, Libya, and Democratic Republic of the Congo. EQUITIES:FIXED INCOME:CURRENCIES:COMMODITIES:ECONOMY:

This is the second of a two-part Special Report on the structural changes that have occurred as a result of the Great Recession and financial crisis. We look at three issues: asset correlation, the safety of the financial system, and the level of global debt. First, correlations among financial assets shifted dramatically during the financial crisis and the after-effects lingered for years. Some believe that the underlying level of correlation among risk assets has shifted permanently higher for two main reasons: (1) trading factors such as the increased use of exchange-traded funds and algorithms; and (2) the risk-on/risk-off environment in which trading has become more binary in nature, due to the sharp rise in policy uncertainty, risk aversion and risk premiums in the aftermath of the Great Recession. We have sympathy for the second explanation. The equity risk premium (ERP) was forced higher on a sustained basis by the financial crisis, driven by fears that the advanced economies had entered a ‘secular stagnation’. Elevated correlation among risk assets was a result of a higher-than-normal ERP. The ERP should decline as fears of secular stagnation fade, leading to a lower average level of risk asset correlation than has been the case over the last decade. Second, regulators have been working hard to ensure that the financial crisis never happens again. But is the financial system really any safer today? Undoubtedly, banks have improved balance sheet and funding resilience, and have significantly reduced their involvement in complex financial activities. The propensity for contagion among banks has diminished and there has been a dramatic decline in the volume of complex structured credit securities. The bad news is that the level of global debt has increased at an alarming pace. The third part of this report highlights that elevated levels of debt could cause instability in the global financial system. Choking debt levels boost the vulnerability to negative shocks. The number and probability of potential shocks appear to have increased since 2007, including extreme weather events, sovereign debt crises, large-scale migration, populism, water crises and cyber & data attacks. The lack of a fiscal buffer in most countries means that it will be difficult or impossible to provide any fiscal relief in the event of a negative shock. Moreover, the end of the Debt Supercycle means that the monetary and fiscal authorities will find it difficult to encourage the private sector to spend more in most cases. For EM, deleveraging has not even started and more financial fireworks seem inevitable in the context of a strong dollar and rising global yields. China may avoid a crisis, but the adjustment to a less credit-driven economy is already proving to be a painful process. The Great Recession and Financial Crisis cast a long shadow that will affect economies, policy and financial markets for years to come. Rather than reviewing the roots of the crisis, the first of our two-part series examined the areas where we believe structural change has occurred related to the economy or financial markets. We covered the changing structure of the corporate bond market, the inflation outlook, central bank policymaking and equilibrium bond yields. We highlighted that the financial crisis transformed the corporate bond market in several ways that heighten the risk for quality spreads in the next downturn. We made the case that the prolonged inflation undershoot is sowing the seeds of an overshoot in the coming years, in part related to central bank policymakers that are doomed to fight the last war. Finally, we argued that the forces behind the structural and cyclical bull market in bonds reached an inflection point in 2016/2017. In Part II, we examine the theory that the financial crisis has permanently lifted market correlations among risk assets. Next, we look at whether regulatory changes implemented as a result of the financial crisis have made the global financial system safer. Finally, we highlight the implications of the continued rise in global leverage over the past decade in the context of BCA’s Debt Supercycle theme. The bottom line is that the global financial system still faces substantial risks, despite a more highly regulated banking system. (1) Are Risk Asset Correlations Permanently Higher? Correlations among financial assets shifted dramatically during the financial crisis and the after-effects lingered for years. For example, risk assets became more highly correlated, suggesting little differentiation within or across asset classes. Chart II-1 presents a proxy for U.S. equity market correlations, using a sample of current S&P 100 companies. The average correlation was depressed in the 1990s and 2000s relative to the 1980s. It spiked in 2007 and fluctuated at extremely high levels for several years, before moving erratically lower. It has jumped recently and is roughly in the middle of the post-1980s range. Chart II-1Two Factors Driving Correlation bca.bca_mp_2019_01_01_s2_c1 bca.bca_mp_2019_01_01_s2_c1 Correlations will undoubtedly ebb and flow in the coming years and will spike again in the next recession. But a key question is whether correlations will oscillate around a higher average level than in the 1990s and 2000s. The consensus seems to believe that the underlying level of correlation among risk assets has indeed shifted higher on a structural basis for two main reasons: Market Structure Changes: Many investors point to trading factors such as the increased use of index products (exchange-traded funds for example), and high-frequency/algorithmic trading as likely culprits. Macro “theme” investing has reportedly become more popular and is often implemented through algorithms. The result is an increase in stock market volatility and a tendency for risk-asset prices to move up and down based on momentum because they are all being traded as a group. These factors would likely be evident today even if the financial crisis never happened, but the popularity of algorithm trading may have been encouraged by the fact that the macro backdrop was so uncertain for years after Lehman collapsed. Risk On/Off Trading Environment: Trading has become more binary in nature, due to the sharp rise in policy uncertainty, risk aversion and risk premiums in the aftermath of the Great Recession. Even after the recession ended, the headwinds to growth were formidable and many felt that the sustainability of the recovery hinged largely on the success or failure of unorthodox monetary policies. The general feeling was that either the policies would “work”, the output gap would gradually close and risk assets would perform well, or it would fail and risk assets would be dragged down by a return to recession. Thus, markets traded on an extreme “risk-on/risk-off” basis, as sentiment swung wildly with each new piece of economic and earnings data. While the market structure thesis has merit on the surface, the impact should only be short term in nature. It is difficult to see how a change in the intra-day microstructure of the market could have such a fundamental, wide-ranging and permanent impact on market prices. Previous research suggests that any impact on market correlation beyond the very short term is likely to be small. For the sake of brevity, we won’t present the evidence here, but instead refer readers to two BCA Special Reports.1 The risk on/off trading environment thesis is a more plausible explanation. However, we find it more useful to think about it in terms of the equity risk premium (ERP). A higher ERP causes investors to revalue cash flows from all firms, which, in turn, causes structural shifts in the correlation among stocks. A lower ERP results in less homogenization of the present value of future cash flows, and raises the effect of differentiation among business models. A rise in the ERP could occur for different reasons, but the most obvious are an increase in the perceived riskiness of firms, a shift in investor risk aversion, or both. Shifts in the ERP are sometimes structural in nature, but there is also a strong cyclical element in that persistent equity declines historically have had the effect of temporarily raising the ERP and correlations. A simple model based on the ERP and volatility explains a lot of the historical variation in equity correlation, including the elevated levels observed in the years after 2007 (Chart II-2).2 The shift lower in correlations after 2012 reflects both a lower equity risk premium and a dramatic decline in downside volatility. Chart II-2Simple Model Explains Correlation Simple Model Explains Correlation Simple Model Explains Correlation It is tempting to believe that the lingering shell-shock related to the financial crisis means that the underlying equity risk premium has shifted permanently higher. The ERP is still elevated by historical standards, but this is more reflective of extraordinarily low bond yields than an elevated forward earnings yield. Investors evidently believe that the U.S. and other developed economies are stuck in a “secular stagnation”, which will require low interest rates for many years just to keep economic growth near its trend pace. In other words, the equilibrium interest rate, or R-star, is still very low. The ERP and correlations among risk assets will undoubtedly spike again in the next recession. Nonetheless, in the absence of recession, we expect fears regarding secular stagnation to fade further. If the advanced economies hold up as short-term interest rates and bond yields rise, then concerns that R-star is extremely low will dissipate and expectations regarding equilibrium bond yields will shift higher. The ERP will move lower as bond yields, rather than the earnings yield, do most of the adjustment. The underlying correlations among risk asset prices should correspondingly recede. This includes correlations among a wide variety of risk assets, such as corporate bonds and commodities. While this describes our base case outlook, there is a non-trivial risk that the next recession arrives soon and is deep. This would underscore the view that R-star is indeed very low and the economy needs constant monetary stimulus just to keep it out of recession (i.e. the secular stagnation thesis). The ERP and correlations would stay elevated on average in that scenario. What About The Stock/Bond Correlation? Chart II-3 shows the rolling correlation between monthly changes in the 10-year Treasury bond yield and the S&P 500. The correlation was generally negative between the late-1960s and the early-2000s. Bond yields tended to rise whenever the S&P 500 was falling. Over the past two decades, however, bond yields have generally declined when the stock market has swooned. Chart II-3Structural Shifts In The Stock/Bond Correlation Structural Shifts In The Stock/Bond Correlation Structural Shifts In The Stock/Bond Correlation Inflation expectations can help explain the shift in stock/bond correlation. Expectations became unmoored after 1970, which meant that inflationary shocks became the primary driver of bond yields. Strong growth became associated with rising inflation and inflation expectations, and the view that central banks had fallen behind the curve. Bond yields surged as markets discounted aggressive tightening designed to choke off inflation. And, given that inflation lags the cycle and had a lot of persistence, central banks were not in a position to ease policy at the first hint of a growth slowdown. This was obviously a poor backdrop for stocks. When inflation expectations became well anchored again around the late 1990s, investors no longer feared that central banks would have to aggressively stomp on growth whenever actual inflation edged higher. Central banks also had more latitude to react quickly by cutting rates at the first sign of slower economic growth. Fluctuations in growth became the primary driver of bond yields, allowing stock prices to rise and fall along with yields. The correlation has therefore been positive most of the time since 2003. Bottom Line: A negative correlation between stocks and bond yields reared its ugly head in the last quarter of 2018. The equity correction reflected several factors, but the previous surge in bond yields and hawkish Fed comments appeared to spook markets. Investors became nervous that the fed funds rate had already entered restrictive territory, at a time when the global economy was cooling off. We expect more of these episodes as the Fed normalizes short-term interest rates over the next couple of years. Nonetheless, we see no evidence that inflation expectations have become unmoored. This implies that the stock-bond correlation will generally be positive most of the time over the medium term. In addition, the average level of correlation among risk assets has probably not been permanently raised, although spikes during recessions or growth scares will inevitably occur. (2) Is The Global Financial System Really Safer Today? The roots of the great financial crisis and recession involved a global banking and shadow banking system that encouraged leverage and risk-taking in ways that were hard for investors and regulators to assess. Complex and opaque financial instruments helped to hide risk, at a time when regulators were “asleep at the switch”. In many countries, credit grew at a much faster pace than GDP and capital buffers were dangerously low. Banking sector compensation skewed the system toward short-term gains over long-term sustainable returns. Lax lending standards and a heavy reliance on short-term wholesale markets to fund trading and lending activity contributed to cascading defaults and a complete seizure in parts of the money and fixed income markets. A vital question is whether the financial system is any less vulnerable today to contagion and seizure. The short answer is that the financial system is better prepared for a shock, but the problem is that the number of potential sources of instability have increased since 2007. Since the financial crisis, regulators have been working hard to ensure that the financial crisis never happens again. Reforms have come under four key headings: Capital: Regulators raised the minimum capital requirement for banks, added a buffer requirement, and implemented a surcharge on systemically important banks. Liquidity: Regulators implemented a Liquidity Coverage Ratio (LCR) and a Net Stable Funding Ratio (NSFR) in order to ensure that banks have sufficient short-term funds to avoid liquidity shortages and bank runs.3 Risk Management: Banks are being forced to develop systems to better monitor risk, and are subject to periodic stress tests. Resolution Planning: Banks have also been asked to detail options for resolution that, hopefully, should reduce systemic risk should a major financial institution become insolvent. Global systemically-important banks, in particular, will require sufficient loss-absorbing capacity. A major study by the Bank for International Settlements,4 along with other recent studies, found that systemic risk in the global financial system has diminished markedly as a result of the new regulations. On the whole, banks have improved balance sheet and funding resilience, and have significantly reduced their involvement in complex financial activities. Lending standards have tightened almost across the board relative to pre-crisis levels, particularly for residential mortgages. Additional capital and liquid assets provide a much wider buffer today against adverse shocks, allowing most banks to pass recent stress tests (Chart II-4). Financial institutions have generally re-positioned toward retail and commercial banking and wealth management, and away from more complex and capital-intensive activities (Chart II-5). The median share of trading assets in total assets for individual G-SIBs has declined from around 20% to 12% over 2009-16. Chart II-4 Chart II-5 Moreover, the propensity for contagion among banks has diminished. The BIS notes that assessing all the complex interactions in the global financial system is extremely difficult. Nonetheless, a positive sign is that banks are focusing more on their home markets since the crisis, and that direct connections between banks through lending and derivatives exposures have declined. The BIS highlights that aggregate foreign bank claims have declined by 16% since the crisis, driven particularly by banks from the advanced economies most affected by the crisis, especially from some European countries (Chart II-6). It is also positive that European banks have made some headway in diminishing over-capacity, although problems still exist in Italy. Finally, and importantly, there has been a distinct shift toward more stable sources of funding, such as deposits, away from fickle wholesale markets (Charts II-7 and II-8). Chart II-6Less Cross Border Lending (Until Recently) Less Cross Border Lending (Until Recently) Less Cross Border Lending (Until Recently)   Chart II-7 Chart II-8 Outside of banking, many other regulatory changes have been implemented to make the system safer. One important example is that rules were adjusted to reduce the risk of runs on money market funds. What About Shadow Banking? Of course, more could be done to further indemnify the financial system. Concentration in the global banking system has not diminished, and it appears that the problem of “too big to fail” has not been solved. And then there is the shadow banking sector, which played a major role in the financial crisis by providing banks a way of moving risk to off-balance sheet entities and securities, and thereby hiding the inherent risks. Shadow banking is defined as credit provision that occurs outside of the banking system, but involves the key features of bank lending including leverage, and liquidity and maturity transformation. Complex structured credit securities, such as Collateralized Debt Obligations, allowed this type of transformation to mushroom in ways that were difficult for regulators and investors to understand. A recent study by the Group of Thirty5 concluded that securitization has dropped to a small fraction of its pre-crisis level, and that growing non-bank credit intermediation since the Great Recession has primarily been in forms that do not appear to raise financial stability concerns. Much of the credit creation has been in non-financial corporate bonds, which is a more stable and less risky form of credit extension than bank lending. Other types of lending have increased, such as corporate credit to pension funds and insurance companies, but this does not involve maturity transformation, according to the Group of Thirty. There has been a dramatic decline in the volume of complex structured credit securities such as collateralized debt obligations, asset-backed commercial paper, and structured investment vehicles since 2007 (Chart II-9). While the situation must be monitored, the Group of Thirty study concludes that the financial system in the advanced economies appears to be less vulnerable to bouts of self-reinforcing forced selling, such as occurred during the 2008 crisis. Chart II-9Less Private-Sector Securitization Less Private-Sector Securitization Less Private-Sector Securitization One exception is the U.S. leveraged loan market, which has swelled to $1.13 trillion and about half has been pooled into Collateralized Loan Obligations. As with U.S. high-yield bonds, the situation is fine as long as profitability remains favorable. But in the next recession, lax lending standards today will contribute to painful losses in leveraged loans. The Bad News That’s the good news. The bad news is that, while the financial system might have become less complex and opaque, the level of debt has increased at an alarming rate in both the private and public sectors in many countries. Elevated levels of debt could cause instability in the global financial system, especially as global bond yields return to more normal levels by historical standards. We discuss other pressure points such as Emerging Markets and China in the next section, although the latter deserves a few comments before we leave the subject of shadow banking. The Group of Thirty notes that 30% of Chinese credit is provided by a broad array of poorly regulated shadow banking entities and activities, including trust funds, wealth management products, and “entrusted loans.” Links between these entities and banks are unclear, and sometimes involve informal commitments to provide credit or liquidity support. The study takes some comfort that most of Chinese debt takes place between Chinese domestic state-owned banks and state-owned companies or local government financing vehicles. Foreign investors have limited involvement, thus reducing potential direct contagion outside of China in the event of a financial event. Still, the potential for contagion internationally via global sentiment and/or the economic fallout is high. The other bad news is that, while regulators in the advanced economies have managed to improve the ability of financial institutions to weather shocks, potential risks to the financial system have increased in number and in probability of occurrence. The Global Risk Institute (GRI) recently published a detailed comparison of potential shocks today relative to 2007.7 The report sees twice the number of risks versus 2007 that are identified as “current” (i.e. could occur at any time) and of “high impact”. The most pressing risks today include extreme weather events, asset bubbles, sovereign debt crises, large-scale involuntary migration, water crises and cyber & data attacks. Any of these could trigger a broad financial crisis if the shock is sufficiently intense, despite improved regulation. The GRI study also eventuates how the risks will evolve over the next 11 years. Readers should see the study for details, but it is interesting that the experts foresee cyber dependency rising to the top of the risk pile by 2030. The increase is driven by the importance of data ownership, the increasing role of algorithms and control systems, and the $1.2 trillion projected cost of cyber, data and infrastructure attacks. Our computer systems are not prepared for the advances of technology, such as quantum computing. Climate change moves to the number two risk spot in its base-case outlook. Space limitations precluded a discussion of the rise of populism in this report, but the GRI sees the political tensions related to income inequality as the number three threat to the global financial system by 2030. Bottom Line: Regulators have managed to substantially reduce the amount of hidden risk and the potential for contagion between financial institutions and across countries since 2007. Banks have a larger buffer against stocks. Unfortunately, the number and probability of potential shocks to the financial system appear to have increased since 2007. (3) Implications Of The Global Debt Overhang The End of the Debt Supercycle is a key BCA theme influencing our macro view of the economic and market outlook for the coming years. For several decades, the willingness of both lenders and borrowers to embrace credit was a lubricant for economic growth and rising asset prices and, importantly, underpinned the effectiveness of monetary policy. During times of economic and/or financial stress, it was relatively easy for the Federal Reserve and other central banks to improve the situation by engineering a new credit up-cycle. However, since the 2007-09 meltdown, even zero (or negative) policy rates have been unable to trigger a strong revival in private credit growth in the major developed economies, except in a few cases. The end of the Debt Supercycle has severely impaired the key transmission channel between changes in monetary policy and economic activity. The combination of high debt burdens and economic uncertainty has curbed borrowers’ appetite for credit while increased regulatory pressures and those same uncertainties have made lenders less willing to extend loans. This has severely eroded the effectiveness of lower interest in boosting credit demand and supply, forcing central banks to rely increasingly on manipulating asset prices and exchange rates. On a positive note, the plunge in interest rates has lowered debt servicing costs to historically low levels. Yet, it is the level, rather than the cost, of debt that seems to have been an impediment to the credit cycle, contributing to a lethargic economic expansion. The Bank for International Settlements (BIS) publishes an excellent dataset of credit trends across a broad swath of developing and emerging economies. Some broad conclusions come from an examination of the data (Charts II-10 and II-11):7 Chart II-10Advanced Economies: Some Deleveraging Advanced Economies: Some Deleveraging Advanced Economies: Some Deleveraging Chart II-11EM: Deleveraging Has Not Even Started EM: Deleveraging Has Not Even Started EM: Deleveraging Has Not Even Started Private debt growth has only recently accelerated for the advanced economies as a whole. There are only a handful of developed economies where private debt-to-GDP ratios have moved up meaningfully in the past few years. These are countries that avoided a real estate/banking bust and where property prices have continued to rise (e.g. Canada and Australia). The high level of real estate prices and household debt currently is a major source of concern to the authorities in those few countries. Even where some significant consumer deleveraging has occurred (e.g. the U.S., Spain and Ireland), debt-to-income ratios remain very high by historical standards. In many cases, a stabilization or decline in private debt burdens has been offset by a continued rise in public debt, keeping overall leverage close to peak levels. This is a key legacy of the financial crisis; many governments were forced to offset the loss of demand from private sector deleveraging by running larger and persistent budget deficits. Weak private demand accounts for close to 50% of the rise in public debt on average according to the IMF. Global debt of all types (public and private) has soared from 207% of GDP in 2007 to 246% today. The Debt Supercycle did not end everywhere at the same time. It peaked in Japan more than 20 years ago and has not yet reached a decisive bottom. The 2007-09 meltdown marked the turning point for the U.S. and Europe, but it has not even started in the emerging world. The financial crisis accelerated the accumulation of debt in the latter as investors shifted capital away from the struggling advanced economies to (seemingly less risky) emerging markets. Both EM private- and public-sector debt ratios have continued to move up at an alarming pace. The lesson from Japan is that deleveraging cycles following the bursting of a major credit bubble can last a very long time indeed. One key area where there has been significant deleveraging is the U.S. household sector (Chart II-12). The ratio of household debt to income has fallen below its long-term trend, suggesting that the deleveraging process is well advanced. However, one could argue that the ratio will undershoot the trend for an extended period in a mirror image of the previous overshoot. Or, it may be that the trend has changed; it could now be flat or even down. Chart II-12U.S. Household Deleveraging... U.S. Household Deleveraging... U.S. Household Deleveraging... What is clear is that U.S. attitudes toward saving and spending have changed dramatically since the Great Financial Crisis (GFC) (Chart II-13). Like the Great Depression of the 1930s that turned more than one generation off of debt, the 2008/09 crisis appears to have been a watershed event that marked a structural shift in U.S. consumer attitudes toward credit-financed spending. The Debt Supercycle is over for this sector. Chart II-13...As Attitudes To Debt Change ...As Attitudes To Debt Change ...As Attitudes To Debt Change Developing Countries: Debt And Economic Fundamentals BCA’s long-held caution on emerging economies and markets is rooted in concern about deteriorating fundamentals. Trade wars and a tightening Fed are negative for EM assets, but the main headwinds facing this asset class are structural. Excessive debt is a ticking time bomb for many of these countries. EM dollar-denominated debt is now as high as it was in the late 1990s as a share of both GDP and exports (Chart II-14). Moreover, the declining long-term growth potential for emerging economies as a group makes it more difficult for them to service the debt. The structural downtrend in EM labor force and productivity growth underscores that trend GDP growth has collapsed over the past three decades (Chart II-14, bottom panel). Chart II-14EM: High Debt And Slow Growth... EM: High Debt And Slow Growth... EM: High Debt And Slow Growth... The 2019 Key Views8 report from our Emerging Markets Strategy team highlights that excessive capital inflows over the past decade have contributed to over-investment and mal-investment. Much of the borrowing was used to fund unprofitable projects, as highlighted by the plunge in productivity growth, profit margins and return on assets in the EM space relative to pre-Lehman levels (Chart II-15) Decelerating global growth in 2018 has exposed these poor fundamentals. Chart II-15...Along With Deteriorating Profitability ...Along With Deteriorating Profitability ...Along With Deteriorating Profitability As we highlighted in the BCA Outlook 2019, emerging financial markets may enjoy a rally in the second half of 2019 on the back of Chinese policy stimulus. However, this will only represent a ‘sugar high’. The debt overhang in emerging market economies is unlikely to end benignly because a painful period of corporate restructuring, bank recapitalization and structural reforms are required in order to boost productivity and thereby improve these countries’ ability to service their debt mountains. China’s Debt Problem Space limitations preclude a full discussion of the complex debt situation in China and the risks it poses for the global financial system. Waves of stimulus have caused total debt to soar from 140% of GDP in 2008 to 260% of GDP at present (Chart II-16). Since most of the new credit has been used to finance fixed-asset investment, China has ended up with a severe overcapacity problem. The rate of return on assets in the state-owned corporate sector has fallen below borrowing costs (Chart II-17). Chinese banks are currently being told that they must lend more money to support the economy, while ensuring that their loans do not sour. This has become an impossible feat. Chart II-16China's Overinvestment... China's Overinvestment... China's Overinvestment... Chart II-17Has Undermined The Return On Assets Has Undermined The Return On Assets Has Undermined The Return On Assets The previous section highlighted that much of the debt has been created in the opaque shadow banking system, where vast amounts of hidden risk have likely accumulated. Whether or not the central government is willing and/or able to cover a wave of defaults and recapitalize the banking system in the event of a negative shock is hotly debated, both within and outside of BCA. But even if a financial crisis can be avoided, bringing an end to the unsustainable credit boom will undoubtedly have significant consequences for the Chinese economy and the emerging economies that trade with it. Interest Costs To Rise Globally, many are concerned about rising interest costs as interest rates normalize over the coming years. In Appendix Charts II-19 to II-21, we provide interest-cost simulations for selected government, corporate and household sectors under three interest-rate scenarios. The good news is that the starting point for interest rates is still low, and that it takes years for the stock of outstanding debt to adjust to higher market rates. Even if rates rise by another 100 basis points, interest burdens will increase but will generally remain low by historical standards. It would take a surge of 300 basis points across the yield curve to really ‘move the needle’ in terms of interest expense. This does not imply that the global debt situation is sustainable or that a financial crisis can be easily avoided. The next economic downturn will probably not be the direct result of rising interest costs. Nonetheless, elevated government, household and/or corporate leverage has several important long-term negative implications: Limits To Counter-Cyclical Fiscal Policy: Government indebtedness will limit the use of counter-cyclical fiscal policy during the next economic downturn. Chart II-18 highlights that structural budget deficits and government debt levels are higher today compared to previous years that preceded recessions. The risk is especially high for emerging economies and some advanced economies (such as Italy) where investors will be unwilling to lend at a reasonable rate due to default fears. Even in countries where the market still appears willing to lend to the government at a low interest rate, political constraints may limit the room to maneuver as voters and fiscally-conservative politicians revolt against a surge in budget deficits. This will almost certainly be the case in the U.S., where the 2018 tax cuts mean that the federal budget deficit is likely to be around 6% of GDP in the coming years even in the absence of recession. A recession would push it close to a whopping 10%. Even in countries where fiscal stimulus is possible, the end of the Debt Supercycle means that the monetary and fiscal authorities will find it difficult to encourage the private sector to spend and take on more debt. Chart II-18 Growth Headwinds: The debt situation condemns the global economy to a slower pace of trend growth in part because of weaker capital spending. From one perspective this is a good thing, because spending financed by the excessive use of credit is unsustainable. Still, deleveraging has much further to go at the global level, which means that spending will have to be constrained relative to income growth. The IMF estimates that deleveraging in the private sector for the advanced economies is only a third of historical precedents at this point in the cycle. The IMF also found that debt overhangs have historically been associated with lower GDP growth even in the absence of a financial crisis. Sooner or later, overleveraged sectors have to retrench. Vulnerability To Negative Shocks: If adjustment is postponed, debt reaches levels that make the economy highly vulnerable to negative shocks as defaults rise and lenders demand a higher return or withdraw funding altogether. IMF work shows that economic downturns are more costly in terms of lost GDP when it is driven or accompanied by a financial crisis. This is particularly the case for emerging markets. Bottom Line: Although credit growth has been subdued in most major advanced economies, there has been little deleveraging overall and debt-to-GDP is still rising at the global level. Elevated debt levels are far from benign, even if it appears to be easily financed at the moment. It acts as dead weight on economic activity and makes the world economy vulnerable to negative shocks. It steals growth from the future and, in the event of such a shock, the lack of a fiscal buffer in most countries means that it will be difficult or impossible to provide fiscal relief. The end of the Debt Supercycle means that the monetary and fiscal authorities will find it difficult to encourage the private sector to spend in most cases. For EM, deleveraging has not even started and more financial fireworks seem inevitable in the context of a strong dollar and rising global yields. China may avoid a crisis, but the adjustment to a less credit-driven economy is already proving to be a painful process. Mark McClellan Senior Vice President The Bank Credit Analyst APPENDIX Chart II-19Corporate Interest Cost Scenarios Corporate Interest Interest Cost Scenarios Corporate Interest Interest Cost Scenarios   Chart II-20Government Interest Cost Scenarios Government Interest Cost Scenarios Government Interest Cost Scenarios   Chart II-21U.S. Household Sector Interest Cost Scenarios U.S. Household Sector Interest Cost Scenarios U.S. Household Sector Interest Cost Scenarios ​​​​​​​​​​​​​​​​​​​​​ 1      Please see BCA U.S. Investment Strategy Special Report "The Bane Of Investors’ Existence: Why Is Correlation High And When Will It Fall?" dated January 4, 2012, available at usis.bcaresearch.com. Also see BCA Global ETF Strategy Special Report "The Passive Menace," dated September 13, 2017, available at etf.bcaresearch.com 2       We use only below average returns in the calculation of volatility (downside volatility) because we are more concerned with the risk of equity market declines for the purposes of this model. 3       The LCR requires a large bank to hold enough high-quality liquid assets to cover the net cash outflows the bank would expect to occur over a 30-day stress scenario. The NSFR complements the LCR by requiring an amount of stable funding that is tailored to the liquidity risk of a bank’s assets and liabilities, based on a one-year time horizon. 4       Structural Changes in Banking After the Crisis. CGFS Papers No.60. Bank for International Settlements, January 2018. 5       Shadow Banking and Capital Markets Risks and Opportunities. Group of Thirty. Washington, D.C., November 2016. 6       Back to the Future: 2007 to 2030. Are New Financial Risks Foreshadowing a Systemic Risk Event? Global Risk Institute. 7       For more details on public and private debt trends, please see BCA Special Report "The End Of The Debt Supercycle: An Update," dated May 11, 2016, available at bca.bcaresearch.com 8       Please see BCA Emerging Markets Strategy Weekly Report "2019 Key Views: Will The EM Lost Decade End With A Bang Or A Whimper?" dated December 6, 2018, available at ems.bcaresearch.com

Highlights Investors ran for cover in December as they succumbed to a litany of worries regarding the outlook. The key question is whether the pessimism is overdone or an extended equity bear market is underway. Our outlook for the U.S. and global economies has not changed since we published our 2019 Outlook. There are some tentative signs that the two U.S. weak spots, housing and capital spending, are bottoming out. However, our global leading economic indicators continue to herald a soft first half of 2019 outside of the U.S. The dollar thus has more upside in the near term. The political risks facing investors have not diminished either. In particular, we expect turbulence related to the U.S./China trade war to extend well beyond the 3-month “truce” period. The returns to stocks, corporate bonds and commodities historically have not been particularly attractive on average when the U.S. yield curve is this flat. Nonetheless, the risk/reward balance has improved enough as prices fell over the past month to justify upgrading equities in the advanced economies back to overweight. Move to a neutral level of cash, and keep bonds underweight on a 6-12 month investment horizon. The upgrade to stocks in the developed markets does not carry over to emerging markets. The backdrop will remain hostile to EM assets until China pulls out the big policy stimulus guns and the dollar peaks. Stay clear of EM assets and neutral on base metals for now, but be prepared to upgrade sometime in 2019. Global government bonds could rally a little more in the near term if the risk-off phase continues. Nonetheless, with little chance of any more rate hikes discounted in the U.S. yield curve, the risks for U.S. and global yields are tilted to the upside. Bond investors with a 6-12 month horizon should ride out the near-term volatility with a short-duration position. Oil prices have overshot to the downside. Supply is adjusting and, given robust energy demand in 2019, we still expect prices to rise to $82. Feature Investors ran for cover in December as they succumbed to concerns regarding the U.S./China trade war, corporate leverage, global growth, rising U.S. interest rates and the shift toward quantitative tightening. Some equity indexes, such as the Russell 2000, reached bear market territory, having lost more than 20%. Losses have been even worse outside the U.S. Earnings revisions have plunged into the “net downgrade” zone. Implied volatility has spiked and corporate bond spreads are surging (Chart I-1). The key question is whether the pessimism is overdone or an extended equity bear market is underway. Chart I-1A Flight To Quality A Flight To Quality A Flight To Quality We laid out our economic view in detail in the BCA Outlook 2019 report, published in late November. Not enough has changed on the global economic front in the three weeks since then that would justify such a violent shift in investor sentiment. That said, our favorite global leading economic indicators continue to erode (Chart I-2). The only ray of hope is that the diffusion index constructed from our Global Leading Economic Indicator appears to have bottomed. Nonetheless, the actual LEI will keep falling until the diffusion index shifts into positive territory.   Chart I-2Global Leading Indicators Still Weak Global Leading Indicators Still Weak Global Leading Indicators Flashing Red Global Leading Indicators Still Weak Global Leading Indicators Flashing Red For China, a key source of investor angst, the latest retail sales and industrial production reports reinforced that economic momentum continues to recede. We will not be convinced that growth is bottoming until we see an upturn in our credit impulse indicator (Chart I-3). Its continued decline in November suggests that the outlook for emerging market assets and commodity prices is poor for at least the next quarter. Global industrial output appears headed for a mild contraction. The manufacturing troubles are centered in the emerging Asian economies, but Europe and Japan are also feeling the negative effects. Chart I-3China: No Bottom Yet China: No Bottom Yet China: No Bottom Yet In the U.S., November’s bounce in housing starts and permits is a hopeful sign that the soft patch in this sector is ending. However, it is not clear how the devastating wildfires on the west coast have affected the housing data (Chart I-4). The downdraft in capital goods orders may also be drawing to a close, based on the latest reading from the Fed’s survey of capital spending intentions. The U.S. leading economic indicator dipped slightly in November, but remains consistent with above-trend real GDP growth in the months ahead. Chart I-4U.S.: Some Hopeful Signs U.S.: Some Hopeful Signs U.S.: Some Hopeful Signs The bottom line is that our outlook for growth has not been significantly altered. We see little risk of a U.S. recession in 2019. The global economy continues to weaken, but we expect enough policy stimulus out of China to stabilize growth in that economy in the second half of the year. We highlighted in the BCA Outlook 2019 that, while the risks appeared elevated, we would consider shifting back to overweight in stocks if they cheapened sufficiently. Valuation has indeed improved in recent weeks and sentiment has turned more cautious. Global growth will likely continue to decelerate in the first half of 2019, but markets have largely discounted this outcome. In other words, the shift toward pessimism in financial markets appears overdone. The fact that the Fed has signaled a move away from regular quarter-point rate hikes adds to our confidence in playing what will likely be the last upleg in risk assets in this cycle. Fed: Rate Hikes No Longer On Autopilot The Fed lifted rates by a quarter point in December and signaled that any additional tightening will be data-dependent. The FOMC also trimmed the expected peak in the funds rate and its estimate of the long-run, or neutral, level. Policymakers were likely swayed by some disappointing U.S. economic data, the pullback in core PCE inflation, and the sharp tightening in financial conditions (Chart I-5). Chart I-5Financial Conditions Have Tightened Financial Conditions Have Tightened Financial Conditions Have Tightened Monetary conditions are not tight by historical yardsticks, such as the level of real interest rates. The problem is that investors fear that the neutral level of the fed funds rate, the so-called R-star, remains very depressed. If true, it could mean that the Fed is already outright restrictive, which would signal that the monetary backdrop has turned hostile for risk assets. The OIS curve signals that the consensus believes that the Fed is pretty much done the tightening cycle (Chart I-6) Chart I-6Investors Believe The Fed Is Done! Investors Believe The Fed Is Done! Investors Believe The Fed Is Done! We believe that R-star is higher than the current policy setting and is rising, as the growth headwinds related to the Great Financial Crisis fade with the passage of time. The problem is that nobody knows the level of the neutral rate. Thus, we need to watch for signs that the fed funds rate has surpassed that level, such as an inverted yield curve. The 10-year/3-month T-bill spread is still in positive territory, but barely so. Meanwhile, our R-star indicator is also flashing yellow as it sits on the zero line (Chart I-7). It is a composite of monetary indicators that in the past have been useful in signaling that monetary policy had become outright restrictive, leading to slower growth and trouble for risk assets. The lead time of this indicator relative to economic activity and risk asset prices has been quite variable historically, but a breakdown below zero would send a powerful bearish signal for risk assets if confirmed by an inverted yield curve. Chart I-7Worrying Signs Of Tight Money Worrying Signs Of Tight Money Worrying Signs Of Tight Money The Implications Of Four Fed Scenarios It is not surprising that investors are struggling with a number of different possible scenarios on how the R-star/Fed policy nexus will play out. We can perhaps boil down discussion of the Fed and the implications for financial markets to a matrix of four main outcomes, based on combinations related to the level of R-Star (high or low) and the pace of Fed rate hikes in 2019 (pause or continue increasing rates by 25 basis points per quarter). Policy Mistake #1: R-star is still very low, but policymakers do not realize this and the FOMC continues to tighten into restrictive territory in 2019. By definition, the economy begins to suffer in this scenario, inflation and inflation expectations decline and long-bond yields are flat-to-lower. The yield curve inverts. However, current real rates are still so low that the fed funds rate cannot be very far above R-Star, which means it would represent only a small policy mistake. As long as the Fed recognizes the economic slowdown early enough and truncates the rate hike cycle, then there is a good chance that a recession would be avoided. Investors would initially fear a recession, however, which means that risk assets would be hit hard in absolute terms and relative to bonds and cash until recession fears fade. The direction of the dollar is perhaps trickiest part because there are so many potential cross currents. To keep things simple we will assume that global growth follows our base-case view and remains lackluster in the first half of 2019, followed by a modest re-acceleration. We believe the dollar would likely rally a little as the Fed continues tightening, but then would fall back as the FOMC is forced to turn dovish in the face of a U.S. growth scare. Policy Mistake #2: R-Star is high and rising but the Fed fails to hike rates fast enough to keep up. The economy accelerates in this scenario because monetary policy remains stimulative through 2019, at a time when the 2018 fiscal stimulus will still be providing a demand tailwind. Core PCE inflation moves above 2% and long-term inflation expectations shift up, signaling to investors that the Fed has fallen behind the inflation curve. Risk assets rip for a while and the yield curve bear-steepens as the 10-year Treasury yield moves gradually higher at first. Belatedly, the FOMC realizes it has underestimated the neutral rate and signals a hawkish policy shift. A 50-basis point rate hike at one FOMC meeting causes risk assets to buckle on the back of surging Treasury yields. The yield curve begins to bear-flatten. Eventually the curve inverts and the economy enters recession. The dollar weakens at first because higher inflation lowers U.S. real interest rates relative to the rest of the world. Global growth prospects would initially get a boost from the acceleration in U.S. growth, which is also dollar-bearish. However, in the end the dollar would likely rise as global financial markets turn risk-off. Fed Gets It Right (1): R-star is high and rising. The Fed continues to tighten in line with the increase in the neutral rate. Treasurys sell off hard and the yield curve shifts higher, but remains fairly flat (parallel shift). The curve could mildly invert temporarily, but market worries about a recession eventually recede as economic momentum remains robust, allowing the curve to subsequently trade in the 0-50 basis point range. As discussed below, risk assets tend to outperform Treasurys and cash when the yield curve is in this range, but not by much. The Treasury market would suffer significant losses. This is the most dollar-bullish of the four scenarios, given our global growth view (tepid) and the fact that the market is not even priced for a full quarter-point rate hike in 2019. Fed Gets It Right (2): R-Star is actually still quite low, but the Fed correctly sees recent economic data disappointments and the tightening in financial conditions as signs that policy is close to neutral. The Fed pauses the rate hike cycle, followed by a slower and more data-dependent pace of tightening. The yield curve stays fairly flat and flirts with inversion as investors try to figure out if the Fed has overdone it. Risk assets are volatile and deliver little return over cash. Treasurys rally a bit as the chance of any further rate hikes is priced out of the market, but the rally is limited unless the economy falls into recession (which is not part of this scenario because we are assuming the Fed “gets it right”). The dollar fluctuates, but delivers no real trend since U.S. yield differentials versus the rest of the world do not change much. As we go to press, financial markets are moving in a way that is consistent the Policy Mistake #1; the consensus appears to believe that the Fed has already lifted the fed funds rate too far, causing financial conditions to tighten. But if U.S. real GDP growth remains above-trend as we expect, then the market view could eventually transition to a belief in Mistake #2; the Fed falls behind the inflation curve. The curve would re-steepen and risk assets could have one last hurrah before the Fed gets hawkish again and the 2020 recession arrives. The transition from Mistake #1 to Mistake #2 is essentially our base-case outlook. Nonetheless, obviously the risks around this central scenario are high, especially given how late it is in the U.S. economic and policy cycle. Asset Returns And The Yield Curve Our 2018 late-cycle investing theme focussed on historical asset return and policy dynamics after the U.S. unemployment rate fell below the full-employment level in past cycles. We found that risk assets tend to run into trouble once the U.S. S&P 500 operating margin peaks. As we highlighted in the BCA Outlook 2019, our margin proxies are still not heralding that a peak is at hand. Given the recent investor obsession with the U.S. yield curve, this month we look at historical asset returns at different levels of the 10-year/3-month T-bill yield curve slope: Phase I, when the slope is above 50 basis points; Phase II, when the curve is between 0 and 50 basis points; and Phase III, when the curve is inverted (Table I-1). The data are presented as (not annualized) monthly average returns. It may be surprising that risk asset returns are for the most part positive even in when the curve is inverted. However, keep in mind that we are focussing on the curve, not on recession periods. The curve can be inverted for a long time before the subsequent recession occurs. Risk asset returns often remain positive during this period. The broad conclusions are as follows: Unsurprisingly, risk assets perform their best, in absolute terms and relative to government bonds and cash, in Phase I when the yield curve is steep. Returns tend to deteriorate as the curve flattens. This includes equities, corporate bonds and commodities. Small caps underperform large caps when the curve is between 0 and 50 basis points, but the reverse is true when the curve is flatter or steeper than that range. The ratio of cyclical stocks to defensives has not revealed a consistent pattern with respect to the yield curve, although this may reflect the short historical period available. Value stocks shine versus growth when the curve is inverted. Hedge fund and private equity returns have not varied greatly across the three yield curve environments. Structured product, such as CMBS and ABS, have enjoyed their best performance when the curve is inverted. Timberland and Farmland have also rewarded investors during Phase III. We suspected that asset returns when the curve is in the 0-50 basis point range would vary importantly with the direction of the curve. In Table I-I we split Phase II into two parts: when the curve is steepening after being inverted, and when the curve is flattening after being steep. In other words, when the consensus is either transitioning from quite bullish to very bearish, or vice-versa. Chart I- Risk assets such as equities (U.S. and Global) and U.S. investment-grade corporate bonds indeed perform much better in absolute terms when the curve is flat but is steepening rather than flattening. The same is true for U.S. structured product. In terms of excess returns relative to government issues, both U.S. IG and HY corporates have tended to underperform when the curve is in the 0-50 basis point range. Surprisingly, the underperformance is worse when the curve is steepening than when it is flattening. This appears to reflect an anomalous period in early 2006 when the curve was flattening but corporate bonds enjoyed strong excess returns. Emerging market equities show very strong returns in all three curve phases. This reflects the inclusion of the pre-2000 period in the mean calculations, a time when EM equities were much less correlated with U.S. financial conditions. EM equity returns have been significantly lower on average since 2000 when the curve is in the 0-50 basis point range (and especially when the curve is flattening) The bottom line is that risk assets can still reward investors with positive returns during periods when the yield curve is flat. However, it is a dangerous time, especially when the global economy is up to its eyeballs in debt. This month’s Special Report beginning on page 17 argues that, although regulation has made the global financial system more resilient to shocks compared to the pre-Lehman years, the number of potentially destabilizing shocks has increased. Moreover, the trade war and Brexit risks make the investment backdrop all the more precarious. No Quick End To The Trade War The honeymoon following the trade ceasefire between the U.S. and China, agreed at the G20 summit in early December, did not last long. The arrest of the chief financial officer of Chinese telecom maker Huawei and continuing hawkish tweets from the U.S. president dampened hopes that a trade agreement can be negotiated by March. Even news that China intended to cut tariffs on U.S. auto imports did not help much. We highlighted in the BCA Outlook 2019 that negotiations will prove to be protracted and testy. It will take a lot more than some token market-opening action on the part of China to placate the U.S. Our geopolitical team emphasizes that “trade war” is a misnomer for a broader strategic conflict that is centered on the military-industrial balance rather than the trade balance.1 For example, while China is rapidly catching up to the U.S. in research and development spending, it is only spending about half as much as the U.S. relative to its overall economy (Chart I-8). While the U.S. can accept China’s eventually surpassing it in economic output, it cannot accept China’s technological superiority. This would translate into military and strategic supremacy over time. Chart I-8R&D Expenditure By Country R&D Expenditure By Country R&D Expenditure By Country U.S. demands will also be hard for China to swallow. Most importantly, the U.S. is requesting that China rein in its hacking and spying, shift its direct investment to less tech-sensitive sectors, adjust its “Made in China” targets to allow for more foreign competition, and lower foreign investment equity restrictions. These stumbling blocks will make it difficult to strike a deal on trade. We continue to believe that a final trade deal between the U.S. and China will not arrive in the 90-day timeframe of the ceasefire. Thus, global risk assets will be subject to swings in sentiment regarding the likelihood of a trade deal well beyond March. Meanwhile, as previously discussed, Chinese policy stimulus has not yet become aggressive enough to spark animal spirits in the private sector. The Chinese authorities are proceeding cautiously so as to avoid adding significantly to private- and public-sector’s debt mountain. This month’s Special Report also discusses the risks that the surge in debt over the past decade poses for the global financial system, including escalating risk in China’s shadow banking system. Brexit Pain Continues Politics surrounding the torturous Brexit process will also remain a source of volatility for global markets in 2019. Prime Minister May survived a leadership challenge, but this is hardly confidence-inspiring. The question is whether any deal can get through Westminster. The votes appear to be in place for the softest of soft Brexits, the so-called Norway+ option, if May convinces the Labour Party to break ranks. Such a deal would entail Common Market access, but at the cost of having to essentially pay for full EU membership with no ability to influence the regulatory policies that London would have to abide by. The alternative is to call for a new election (which may usher the even less pro-Brexit Labour Party into power), or to delay Brexit for a more substantive period of time, or simply to buckle under the pressure and call for a second referendum. We disagree that the failure of the Tories to endorse May’s proposed agreement means that the “no deal Brexit,” or the “Brexit cliff,” is nigh. Such an outcome is in nobody’s interest and both May and the EU can offer delays to ensure that it does not happen. Whatever happens, one thing is clear; the median voter is turning forcefully towards Bremain (Chart I-9). It will soon become untenable to delay the second referendum. The bottom line is that, while a soft Brexit is the most likely outcome, the path from here to the end result will be punishing. We do not recommend Brexit-related bets on the pound, despite the fact that it is cheap. Chart I-9A Shift Toward Bremain A Shift Toward Bremain A Shift Toward Bremain 2019: A Tale Of Two Halves For EM, Commodities And The Dollar One of our key themes in the BCA Outlook 2019 is that the growth divergence between China and the U.S. will persist at least for the first half of 2019. The result will be weak EM asset prices and currencies, little upside for base metals and a strong U.S. dollar. We expect the Chinese authorities will do enough to stabilize growth by mid-year, providing the impetus for a playable bounce in EM and commodity prices in the second half of 2019, coinciding with a peak in the U.S. dollar. Nonetheless, the dollar still has some upside potential in broad trade-weighted terms in the first half of 2019. Our Central Bank Monitors continue to show a greater need for policy tightening in the U.S. than in the rest of the major countries. The dollar has usually strengthened when this has been the case historically. In particular, the ECB’s Central Bank Monitor has slipped back into “easy money required” territory, reflecting moderating economic momentum and still-depressed consumer price inflation (Chart I-10). Chart I-10Our CB Monitors Support A Stronger Dollar Our CB Monitors Support A Stronger Dollar Our CB Monitors Support A Stronger Dollar The ECB announced the well-anticipated end of its asset purchase program in December. The central bank will now focus on forward guidance as its main policy tool outside of setting short-term interest rates. Lending via targeted LTROs will also be considered under certain circumstances. Policymakers retained the latest forward guidance after the December MPC meeting, that rates are on hold “through the summer of 2019”. The latest reading from our ECB Monitor suggests that the central bank could be on hold for longer than that. We expect Eurozone growth to improve somewhat through the year, but we still believe that interest rate differentials will move further in favor of the dollar relative to the euro and the other major currencies. Periods of slow global growth also tend to favor the greenback. The bottom line is that, while a correction is possible in the very near term, investors with at least a six-month horizon should remain long the dollar. Investment Conclusions: Our outlook for the U.S. and global economies has not changed since we published our 2019 Outlook. The risks facing investors have not diminished either, especially given the precarious nature of late-cycle investing and the uncertainty regarding the neutral level of the fed funds rate. Historically, the returns to stocks, corporate bonds and commodities have not been particularly attractive on average when the yield curve is this flat. Nonetheless, we believe that the risk/reward balance has improved enough as prices fell over the past month to justify upgrading equities in the advanced economies to overweight. Move to a neutral level of cash, and keep bonds underweight on a 6-12 month investment horizon. Despite our more positive view on equities, we remain cautious on credit. Spreads have widened recently to more attractive levels, but we remain concerned about the high leverage of U.S. corporates, whose debt/assets ratio is on average higher now than in 2009. Signs of strain are already showing in the junk bond market, with new issuance having largely dried up since early December. If this continues, borrowers may struggle to refinance maturing debt in early 2019.  Credit is an asset class that is likely to perform particularly poorly in the next recession. Our upgrade to stocks in the advanced markets does not carry over to emerging markets. The backdrop will remain hostile to EM assets until China pulls out the big policy stimulus guns and the dollar peaks. Stay clear of EM assets and neutral on base metals for now. Global government bonds could rally a little more in the near term if the risk-off phase continues. Nonetheless, with little chance of any more rate hikes discounted in the U.S. yield curve, the risks for U.S. and global yields are tilted to the upside. Bond investors with a 6-12 month horizon should ride out the near-term volatility with a short-duration position. Oil markets are still in the process of re-adjusting to an extraordinary policy reversal by the Trump Administration on its Iranian oil-export sanctions in November, as last-minute waivers were granted to Iran’s largest oil importers. We believe that oil prices have overshot to the downside. Following OPEC 2.0’s decision to cut 1.2mm b/d of production to re-balance markets in the first half of the year, we continue to expect prices to recover on the back of solid global energy demand. Canada also mandated energy firms to trim production. Our energy experts expect oil prices to reach $82/bbl in 2019. We also like gold as long as the fed funds rate remains below its neutral level. Mark McClellan Senior Vice President The Bank Credit Analyst December 21, 2018 Next Report: January 31, 2019 II. (Part II) The Long Shadow Of The Financial Crisis This is the second of a two-part Special Report on the structural changes that have occurred as a result of the Great Recession and financial crisis. We look at three issues: asset correlation, the safety of the financial system, and the level of global debt. First, correlations among financial assets shifted dramatically during the financial crisis and the after-effects lingered for years. Some believe that the underlying level of correlation among risk assets has shifted permanently higher for two main reasons: (1) trading factors such as the increased use of exchange-traded funds and algorithms; and (2) the risk-on/risk-off environment in which trading has become more binary in nature, due to the sharp rise in policy uncertainty, risk aversion and risk premiums in the aftermath of the Great Recession. We have sympathy for the second explanation. The equity risk premium (ERP) was forced higher on a sustained basis by the financial crisis, driven by fears that the advanced economies had entered a ‘secular stagnation’. Elevated correlation among risk assets was a result of a higher-than-normal ERP. The ERP should decline as fears of secular stagnation fade, leading to a lower average level of risk asset correlation than has been the case over the last decade. Second, regulators have been working hard to ensure that the financial crisis never happens again. But is the financial system really any safer today? Undoubtedly, banks have improved balance sheet and funding resilience, and have significantly reduced their involvement in complex financial activities. The propensity for contagion among banks has diminished and there has been a dramatic decline in the volume of complex structured credit securities. The bad news is that the level of global debt has increased at an alarming pace. The third part of this report highlights that elevated levels of debt could cause instability in the global financial system. Choking debt levels boost the vulnerability to negative shocks. The number and probability of potential shocks appear to have increased since 2007, including extreme weather events, sovereign debt crises, large-scale migration, populism, water crises and cyber & data attacks. The lack of a fiscal buffer in most countries means that it will be difficult or impossible to provide any fiscal relief in the event of a negative shock. Moreover, the end of the Debt Supercycle means that the monetary and fiscal authorities will find it difficult to encourage the private sector to spend more in most cases. For EM, deleveraging has not even started and more financial fireworks seem inevitable in the context of a strong dollar and rising global yields. China may avoid a crisis, but the adjustment to a less credit-driven economy is already proving to be a painful process. The Great Recession and Financial Crisis cast a long shadow that will affect economies, policy and financial markets for years to come. Rather than reviewing the roots of the crisis, the first of our two-part series examined the areas where we believe structural change has occurred related to the economy or financial markets. We covered the changing structure of the corporate bond market, the inflation outlook, central bank policymaking and equilibrium bond yields. We highlighted that the financial crisis transformed the corporate bond market in several ways that heighten the risk for quality spreads in the next downturn. We made the case that the prolonged inflation undershoot is sowing the seeds of an overshoot in the coming years, in part related to central bank policymakers that are doomed to fight the last war. Finally, we argued that the forces behind the structural and cyclical bull market in bonds reached an inflection point in 2016/2017. In Part II, we examine the theory that the financial crisis has permanently lifted market correlations among risk assets. Next, we look at whether regulatory changes implemented as a result of the financial crisis have made the global financial system safer. Finally, we highlight the implications of the continued rise in global leverage over the past decade in the context of BCA’s Debt Supercycle theme. The bottom line is that the global financial system still faces substantial risks, despite a more highly regulated banking system. (1) Are Risk Asset Correlations Permanently Higher? Correlations among financial assets shifted dramatically during the financial crisis and the after-effects lingered for years. For example, risk assets became more highly correlated, suggesting little differentiation within or across asset classes. Chart II-1 presents a proxy for U.S. equity market correlations, using a sample of current S&P 100 companies. The average correlation was depressed in the 1990s and 2000s relative to the 1980s. It spiked in 2007 and fluctuated at extremely high levels for several years, before moving erratically lower. It has jumped recently and is roughly in the middle of the post-1980s range. Chart II-1Two Factors Driving Correlation bca.bca_mp_2019_01_01_s2_c1 bca.bca_mp_2019_01_01_s2_c1 Correlations will undoubtedly ebb and flow in the coming years and will spike again in the next recession. But a key question is whether correlations will oscillate around a higher average level than in the 1990s and 2000s. The consensus seems to believe that the underlying level of correlation among risk assets has indeed shifted higher on a structural basis for two main reasons: Market Structure Changes: Many investors point to trading factors such as the increased use of index products (exchange-traded funds for example), and high-frequency/algorithmic trading as likely culprits. Macro “theme” investing has reportedly become more popular and is often implemented through algorithms. The result is an increase in stock market volatility and a tendency for risk-asset prices to move up and down based on momentum because they are all being traded as a group. These factors would likely be evident today even if the financial crisis never happened, but the popularity of algorithm trading may have been encouraged by the fact that the macro backdrop was so uncertain for years after Lehman collapsed. Risk On/Off Trading Environment: Trading has become more binary in nature, due to the sharp rise in policy uncertainty, risk aversion and risk premiums in the aftermath of the Great Recession. Even after the recession ended, the headwinds to growth were formidable and many felt that the sustainability of the recovery hinged largely on the success or failure of unorthodox monetary policies. The general feeling was that either the policies would “work”, the output gap would gradually close and risk assets would perform well, or it would fail and risk assets would be dragged down by a return to recession. Thus, markets traded on an extreme “risk-on/risk-off” basis, as sentiment swung wildly with each new piece of economic and earnings data. While the market structure thesis has merit on the surface, the impact should only be short term in nature. It is difficult to see how a change in the intra-day microstructure of the market could have such a fundamental, wide-ranging and permanent impact on market prices. Previous research suggests that any impact on market correlation beyond the very short term is likely to be small. For the sake of brevity, we won’t present the evidence here, but instead refer readers to two BCA Special Reports.2 The risk on/off trading environment thesis is a more plausible explanation. However, we find it more useful to think about it in terms of the equity risk premium (ERP). A higher ERP causes investors to revalue cash flows from all firms, which, in turn, causes structural shifts in the correlation among stocks. A lower ERP results in less homogenization of the present value of future cash flows, and raises the effect of differentiation among business models. A rise in the ERP could occur for different reasons, but the most obvious are an increase in the perceived riskiness of firms, a shift in investor risk aversion, or both. Shifts in the ERP are sometimes structural in nature, but there is also a strong cyclical element in that persistent equity declines historically have had the effect of temporarily raising the ERP and correlations. A simple model based on the ERP and volatility explains a lot of the historical variation in equity correlation, including the elevated levels observed in the years after 2007 (Chart II-2).3 The shift lower in correlations after 2012 reflects both a lower equity risk premium and a dramatic decline in downside volatility. Chart II-2Simple Model Explains Correlation Simple Model Explains Correlation Simple Model Explains Correlation It is tempting to believe that the lingering shell-shock related to the financial crisis means that the underlying equity risk premium has shifted permanently higher. The ERP is still elevated by historical standards, but this is more reflective of extraordinarily low bond yields than an elevated forward earnings yield. Investors evidently believe that the U.S. and other developed economies are stuck in a “secular stagnation”, which will require low interest rates for many years just to keep economic growth near its trend pace. In other words, the equilibrium interest rate, or R-star, is still very low. The ERP and correlations among risk assets will undoubtedly spike again in the next recession. Nonetheless, in the absence of recession, we expect fears regarding secular stagnation to fade further. If the advanced economies hold up as short-term interest rates and bond yields rise, then concerns that R-star is extremely low will dissipate and expectations regarding equilibrium bond yields will shift higher. The ERP will move lower as bond yields, rather than the earnings yield, do most of the adjustment. The underlying correlations among risk asset prices should correspondingly recede. This includes correlations among a wide variety of risk assets, such as corporate bonds and commodities. While this describes our base case outlook, there is a non-trivial risk that the next recession arrives soon and is deep. This would underscore the view that R-star is indeed very low and the economy needs constant monetary stimulus just to keep it out of recession (i.e. the secular stagnation thesis). The ERP and correlations would stay elevated on average in that scenario. What About The Stock/Bond Correlation? Chart II-3 shows the rolling correlation between monthly changes in the 10-year Treasury bond yield and the S&P 500. The correlation was generally negative between the late-1960s and the early-2000s. Bond yields tended to rise whenever the S&P 500 was falling. Over the past two decades, however, bond yields have generally declined when the stock market has swooned. Chart II-3Structural Shifts In The Stock/Bond Correlation Structural Shifts In The Stock/Bond Correlation Structural Shifts In The Stock/Bond Correlation Inflation expectations can help explain the shift in stock/bond correlation. Expectations became unmoored after 1970, which meant that inflationary shocks became the primary driver of bond yields. Strong growth became associated with rising inflation and inflation expectations, and the view that central banks had fallen behind the curve. Bond yields surged as markets discounted aggressive tightening designed to choke off inflation. And, given that inflation lags the cycle and had a lot of persistence, central banks were not in a position to ease policy at the first hint of a growth slowdown. This was obviously a poor backdrop for stocks. When inflation expectations became well anchored again around the late 1990s, investors no longer feared that central banks would have to aggressively stomp on growth whenever actual inflation edged higher. Central banks also had more latitude to react quickly by cutting rates at the first sign of slower economic growth. Fluctuations in growth became the primary driver of bond yields, allowing stock prices to rise and fall along with yields. The correlation has therefore been positive most of the time since 2003. Bottom Line: A negative correlation between stocks and bond yields reared its ugly head in the last quarter of 2018. The equity correction reflected several factors, but the previous surge in bond yields and hawkish Fed comments appeared to spook markets. Investors became nervous that the fed funds rate had already entered restrictive territory, at a time when the global economy was cooling off. We expect more of these episodes as the Fed normalizes short-term interest rates over the next couple of years. Nonetheless, we see no evidence that inflation expectations have become unmoored. This implies that the stock-bond correlation will generally be positive most of the time over the medium term. In addition, the average level of correlation among risk assets has probably not been permanently raised, although spikes during recessions or growth scares will inevitably occur. (2) Is The Global Financial System Really Safer Today? The roots of the great financial crisis and recession involved a global banking and shadow banking system that encouraged leverage and risk-taking in ways that were hard for investors and regulators to assess. Complex and opaque financial instruments helped to hide risk, at a time when regulators were “asleep at the switch”. In many countries, credit grew at a much faster pace than GDP and capital buffers were dangerously low. Banking sector compensation skewed the system toward short-term gains over long-term sustainable returns. Lax lending standards and a heavy reliance on short-term wholesale markets to fund trading and lending activity contributed to cascading defaults and a complete seizure in parts of the money and fixed income markets. A vital question is whether the financial system is any less vulnerable today to contagion and seizure. The short answer is that the financial system is better prepared for a shock, but the problem is that the number of potential sources of instability have increased since 2007. Since the financial crisis, regulators have been working hard to ensure that the financial crisis never happens again. Reforms have come under four key headings: Capital: Regulators raised the minimum capital requirement for banks, added a buffer requirement, and implemented a surcharge on systemically important banks. Liquidity: Regulators implemented a Liquidity Coverage Ratio (LCR) and a Net Stable Funding Ratio (NSFR) in order to ensure that banks have sufficient short-term funds to avoid liquidity shortages and bank runs.4 Risk Management: Banks are being forced to develop systems to better monitor risk, and are subject to periodic stress tests. Resolution Planning: Banks have also been asked to detail options for resolution that, hopefully, should reduce systemic risk should a major financial institution become insolvent. Global systemically-important banks, in particular, will require sufficient loss-absorbing capacity. A major study by the Bank for International Settlements,5 along with other recent studies, found that systemic risk in the global financial system has diminished markedly as a result of the new regulations. On the whole, banks have improved balance sheet and funding resilience, and have significantly reduced their involvement in complex financial activities. Lending standards have tightened almost across the board relative to pre-crisis levels, particularly for residential mortgages. Additional capital and liquid assets provide a much wider buffer today against adverse shocks, allowing most banks to pass recent stress tests (Chart II-4). Financial institutions have generally re-positioned toward retail and commercial banking and wealth management, and away from more complex and capital-intensive activities (Chart II-5). The median share of trading assets in total assets for individual G-SIBs has declined from around 20% to 12% over 2009-16. Chart II-4 Chart II-5 Moreover, the propensity for contagion among banks has diminished. The BIS notes that assessing all the complex interactions in the global financial system is extremely difficult. Nonetheless, a positive sign is that banks are focusing more on their home markets since the crisis, and that direct connections between banks through lending and derivatives exposures have declined. The BIS highlights that aggregate foreign bank claims have declined by 16% since the crisis, driven particularly by banks from the advanced economies most affected by the crisis, especially from some European countries (Chart II-6). It is also positive that European banks have made some headway in diminishing over-capacity, although problems still exist in Italy. Finally, and importantly, there has been a distinct shift toward more stable sources of funding, such as deposits, away from fickle wholesale markets (Charts II-7 and II-8). Chart II-6Less Cross Border Lending (Until Recently) Less Cross Border Lending (Until Recently) Less Cross Border Lending (Until Recently)   Chart II-7 Chart II-8 Outside of banking, many other regulatory changes have been implemented to make the system safer. One important example is that rules were adjusted to reduce the risk of runs on money market funds. What About Shadow Banking? Of course, more could be done to further indemnify the financial system. Concentration in the global banking system has not diminished, and it appears that the problem of “too big to fail” has not been solved. And then there is the shadow banking sector, which played a major role in the financial crisis by providing banks a way of moving risk to off-balance sheet entities and securities, and thereby hiding the inherent risks. Shadow banking is defined as credit provision that occurs outside of the banking system, but involves the key features of bank lending including leverage, and liquidity and maturity transformation. Complex structured credit securities, such as Collateralized Debt Obligations, allowed this type of transformation to mushroom in ways that were difficult for regulators and investors to understand. A recent study by the Group of Thirty6 concluded that securitization has dropped to a small fraction of its pre-crisis level, and that growing non-bank credit intermediation since the Great Recession has primarily been in forms that do not appear to raise financial stability concerns. Much of the credit creation has been in non-financial corporate bonds, which is a more stable and less risky form of credit extension than bank lending. Other types of lending have increased, such as corporate credit to pension funds and insurance companies, but this does not involve maturity transformation, according to the Group of Thirty. There has been a dramatic decline in the volume of complex structured credit securities such as collateralized debt obligations, asset-backed commercial paper, and structured investment vehicles since 2007 (Chart II-9). While the situation must be monitored, the Group of Thirty study concludes that the financial system in the advanced economies appears to be less vulnerable to bouts of self-reinforcing forced selling, such as occurred during the 2008 crisis. Chart II-9Less Private-Sector Securitization Less Private-Sector Securitization Less Private-Sector Securitization One exception is the U.S. leveraged loan market, which has swelled to $1.13 trillion and about half has been pooled into Collateralized Loan Obligations. As with U.S. high-yield bonds, the situation is fine as long as profitability remains favorable. But in the next recession, lax lending standards today will contribute to painful losses in leveraged loans. The Bad News That’s the good news. The bad news is that, while the financial system might have become less complex and opaque, the level of debt has increased at an alarming rate in both the private and public sectors in many countries. Elevated levels of debt could cause instability in the global financial system, especially as global bond yields return to more normal levels by historical standards. We discuss other pressure points such as Emerging Markets and China in the next section, although the latter deserves a few comments before we leave the subject of shadow banking. The Group of Thirty notes that 30% of Chinese credit is provided by a broad array of poorly regulated shadow banking entities and activities, including trust funds, wealth management products, and “entrusted loans.” Links between these entities and banks are unclear, and sometimes involve informal commitments to provide credit or liquidity support. The study takes some comfort that most of Chinese debt takes place between Chinese domestic state-owned banks and state-owned companies or local government financing vehicles. Foreign investors have limited involvement, thus reducing potential direct contagion outside of China in the event of a financial event. Still, the potential for contagion internationally via global sentiment and/or the economic fallout is high. The other bad news is that, while regulators in the advanced economies have managed to improve the ability of financial institutions to weather shocks, potential risks to the financial system have increased in number and in probability of occurrence. The Global Risk Institute (GRI) recently published a detailed comparison of potential shocks today relative to 2007.7 The report sees twice the number of risks versus 2007 that are identified as “current” (i.e. could occur at any time) and of “high impact”. The most pressing risks today include extreme weather events, asset bubbles, sovereign debt crises, large-scale involuntary migration, water crises and cyber & data attacks. Any of these could trigger a broad financial crisis if the shock is sufficiently intense, despite improved regulation. The GRI study also eventuates how the risks will evolve over the next 11 years. Readers should see the study for details, but it is interesting that the experts foresee cyber dependency rising to the top of the risk pile by 2030. The increase is driven by the importance of data ownership, the increasing role of algorithms and control systems, and the $1.2 trillion projected cost of cyber, data and infrastructure attacks. Our computer systems are not prepared for the advances of technology, such as quantum computing. Climate change moves to the number two risk spot in its base-case outlook. Space limitations precluded a discussion of the rise of populism in this report, but the GRI sees the political tensions related to income inequality as the number three threat to the global financial system by 2030. Bottom Line: Regulators have managed to substantially reduce the amount of hidden risk and the potential for contagion between financial institutions and across countries since 2007. Banks have a larger buffer against stocks. Unfortunately, the number and probability of potential shocks to the financial system appear to have increased since 2007. (3) Implications Of The Global Debt Overhang The End of the Debt Supercycle is a key BCA theme influencing our macro view of the economic and market outlook for the coming years. For several decades, the willingness of both lenders and borrowers to embrace credit was a lubricant for economic growth and rising asset prices and, importantly, underpinned the effectiveness of monetary policy. During times of economic and/or financial stress, it was relatively easy for the Federal Reserve and other central banks to improve the situation by engineering a new credit up-cycle. However, since the 2007-09 meltdown, even zero (or negative) policy rates have been unable to trigger a strong revival in private credit growth in the major developed economies, except in a few cases. The end of the Debt Supercycle has severely impaired the key transmission channel between changes in monetary policy and economic activity. The combination of high debt burdens and economic uncertainty has curbed borrowers’ appetite for credit while increased regulatory pressures and those same uncertainties have made lenders less willing to extend loans. This has severely eroded the effectiveness of lower interest in boosting credit demand and supply, forcing central banks to rely increasingly on manipulating asset prices and exchange rates. On a positive note, the plunge in interest rates has lowered debt servicing costs to historically low levels. Yet, it is the level, rather than the cost, of debt that seems to have been an impediment to the credit cycle, contributing to a lethargic economic expansion. The Bank for International Settlements (BIS) publishes an excellent dataset of credit trends across a broad swath of developing and emerging economies. Some broad conclusions come from an examination of the data (Charts II-10 and II-11):8 Chart II-10Advanced Economies: Some Deleveraging Advanced Economies: Some Deleveraging Advanced Economies: Some Deleveraging Chart II-11EM: Deleveraging Has Not Even Started EM: Deleveraging Has Not Even Started EM: Deleveraging Has Not Even Started Private debt growth has only recently accelerated for the advanced economies as a whole. There are only a handful of developed economies where private debt-to-GDP ratios have moved up meaningfully in the past few years. These are countries that avoided a real estate/banking bust and where property prices have continued to rise (e.g. Canada and Australia). The high level of real estate prices and household debt currently is a major source of concern to the authorities in those few countries. Even where some significant consumer deleveraging has occurred (e.g. the U.S., Spain and Ireland), debt-to-income ratios remain very high by historical standards. In many cases, a stabilization or decline in private debt burdens has been offset by a continued rise in public debt, keeping overall leverage close to peak levels. This is a key legacy of the financial crisis; many governments were forced to offset the loss of demand from private sector deleveraging by running larger and persistent budget deficits. Weak private demand accounts for close to 50% of the rise in public debt on average according to the IMF. Global debt of all types (public and private) has soared from 207% of GDP in 2007 to 246% today. The Debt Supercycle did not end everywhere at the same time. It peaked in Japan more than 20 years ago and has not yet reached a decisive bottom. The 2007-09 meltdown marked the turning point for the U.S. and Europe, but it has not even started in the emerging world. The financial crisis accelerated the accumulation of debt in the latter as investors shifted capital away from the struggling advanced economies to (seemingly less risky) emerging markets. Both EM private- and public-sector debt ratios have continued to move up at an alarming pace. The lesson from Japan is that deleveraging cycles following the bursting of a major credit bubble can last a very long time indeed. One key area where there has been significant deleveraging is the U.S. household sector (Chart II-12). The ratio of household debt to income has fallen below its long-term trend, suggesting that the deleveraging process is well advanced. However, one could argue that the ratio will undershoot the trend for an extended period in a mirror image of the previous overshoot. Or, it may be that the trend has changed; it could now be flat or even down. Chart II-12U.S. Household Deleveraging... U.S. Household Deleveraging... U.S. Household Deleveraging... What is clear is that U.S. attitudes toward saving and spending have changed dramatically since the Great Financial Crisis (GFC) (Chart II-13). Like the Great Depression of the 1930s that turned more than one generation off of debt, the 2008/09 crisis appears to have been a watershed event that marked a structural shift in U.S. consumer attitudes toward credit-financed spending. The Debt Supercycle is over for this sector. Chart II-13...As Attitudes To Debt Change ...As Attitudes To Debt Change ...As Attitudes To Debt Change Developing Countries: Debt And Economic Fundamentals BCA’s long-held caution on emerging economies and markets is rooted in concern about deteriorating fundamentals. Trade wars and a tightening Fed are negative for EM assets, but the main headwinds facing this asset class are structural. Excessive debt is a ticking time bomb for many of these countries. EM dollar-denominated debt is now as high as it was in the late 1990s as a share of both GDP and exports (Chart II-14). Moreover, the declining long-term growth potential for emerging economies as a group makes it more difficult for them to service the debt. The structural downtrend in EM labor force and productivity growth underscores that trend GDP growth has collapsed over the past three decades (Chart II-14, bottom panel). Chart II-14EM: High Debt And Slow Growth... EM: High Debt And Slow Growth... EM: High Debt And Slow Growth... The 2019 Key Views9 report from our Emerging Markets Strategy team highlights that excessive capital inflows over the past decade have contributed to over-investment and mal-investment. Much of the borrowing was used to fund unprofitable projects, as highlighted by the plunge in productivity growth, profit margins and return on assets in the EM space relative to pre-Lehman levels (Chart II-15) Decelerating global growth in 2018 has exposed these poor fundamentals. Chart II-15...Along With Deteriorating Profitability ...Along With Deteriorating Profitability ...Along With Deteriorating Profitability As we highlighted in the BCA Outlook 2019, emerging financial markets may enjoy a rally in the second half of 2019 on the back of Chinese policy stimulus. However, this will only represent a ‘sugar high’. The debt overhang in emerging market economies is unlikely to end benignly because a painful period of corporate restructuring, bank recapitalization and structural reforms are required in order to boost productivity and thereby improve these countries’ ability to service their debt mountains. China’s Debt Problem Space limitations preclude a full discussion of the complex debt situation in China and the risks it poses for the global financial system. Waves of stimulus have caused total debt to soar from 140% of GDP in 2008 to 260% of GDP at present (Chart II-16). Since most of the new credit has been used to finance fixed-asset investment, China has ended up with a severe overcapacity problem. The rate of return on assets in the state-owned corporate sector has fallen below borrowing costs (Chart II-17). Chinese banks are currently being told that they must lend more money to support the economy, while ensuring that their loans do not sour. This has become an impossible feat. Chart II-16China's Overinvestment... China's Overinvestment... China's Overinvestment... Chart II-17Has Undermined The Return On Assets Has Undermined The Return On Assets Has Undermined The Return On Assets The previous section highlighted that much of the debt has been created in the opaque shadow banking system, where vast amounts of hidden risk have likely accumulated. Whether or not the central government is willing and/or able to cover a wave of defaults and recapitalize the banking system in the event of a negative shock is hotly debated, both within and outside of BCA. But even if a financial crisis can be avoided, bringing an end to the unsustainable credit boom will undoubtedly have significant consequences for the Chinese economy and the emerging economies that trade with it. Interest Costs To Rise Globally, many are concerned about rising interest costs as interest rates normalize over the coming years. In Appendix Charts II-19 to II-21, we provide interest-cost simulations for selected government, corporate and household sectors under three interest-rate scenarios. The good news is that the starting point for interest rates is still low, and that it takes years for the stock of outstanding debt to adjust to higher market rates. Even if rates rise by another 100 basis points, interest burdens will increase but will generally remain low by historical standards. It would take a surge of 300 basis points across the yield curve to really ‘move the needle’ in terms of interest expense. This does not imply that the global debt situation is sustainable or that a financial crisis can be easily avoided. The next economic downturn will probably not be the direct result of rising interest costs. Nonetheless, elevated government, household and/or corporate leverage has several important long-term negative implications: Limits To Counter-Cyclical Fiscal Policy: Government indebtedness will limit the use of counter-cyclical fiscal policy during the next economic downturn. Chart II-18 highlights that structural budget deficits and government debt levels are higher today compared to previous years that preceded recessions. The risk is especially high for emerging economies and some advanced economies (such as Italy) where investors will be unwilling to lend at a reasonable rate due to default fears. Even in countries where the market still appears willing to lend to the government at a low interest rate, political constraints may limit the room to maneuver as voters and fiscally-conservative politicians revolt against a surge in budget deficits. This will almost certainly be the case in the U.S., where the 2018 tax cuts mean that the federal budget deficit is likely to be around 6% of GDP in the coming years even in the absence of recession. A recession would push it close to a whopping 10%. Even in countries where fiscal stimulus is possible, the end of the Debt Supercycle means that the monetary and fiscal authorities will find it difficult to encourage the private sector to spend and take on more debt. Chart II-18 Growth Headwinds: The debt situation condemns the global economy to a slower pace of trend growth in part because of weaker capital spending. From one perspective this is a good thing, because spending financed by the excessive use of credit is unsustainable. Still, deleveraging has much further to go at the global level, which means that spending will have to be constrained relative to income growth. The IMF estimates that deleveraging in the private sector for the advanced economies is only a third of historical precedents at this point in the cycle. The IMF also found that debt overhangs have historically been associated with lower GDP growth even in the absence of a financial crisis. Sooner or later, overleveraged sectors have to retrench. Vulnerability To Negative Shocks: If adjustment is postponed, debt reaches levels that make the economy highly vulnerable to negative shocks as defaults rise and lenders demand a higher return or withdraw funding altogether. IMF work shows that economic downturns are more costly in terms of lost GDP when it is driven or accompanied by a financial crisis. This is particularly the case for emerging markets. Bottom Line: Although credit growth has been subdued in most major advanced economies, there has been little deleveraging overall and debt-to-GDP is still rising at the global level. Elevated debt levels are far from benign, even if it appears to be easily financed at the moment. It acts as dead weight on economic activity and makes the world economy vulnerable to negative shocks. It steals growth from the future and, in the event of such a shock, the lack of a fiscal buffer in most countries means that it will be difficult or impossible to provide fiscal relief. The end of the Debt Supercycle means that the monetary and fiscal authorities will find it difficult to encourage the private sector to spend in most cases. For EM, deleveraging has not even started and more financial fireworks seem inevitable in the context of a strong dollar and rising global yields. China may avoid a crisis, but the adjustment to a less credit-driven economy is already proving to be a painful process. Mark McClellan Senior Vice President The Bank Credit Analyst APPENDIX Chart II-19Corporate Interest Cost Scenarios Corporate Interest Interest Cost Scenarios Corporate Interest Interest Cost Scenarios   Chart II-20Government Interest Cost Scenarios Government Interest Cost Scenarios Government Interest Cost Scenarios   Chart II-21U.S. Household Sector Interest Cost Scenarios U.S. Household Sector Interest Cost Scenarios U.S. Household Sector Interest Cost Scenarios   III. Indicators And Reference Charts Our tactical upgrade of equities to overweight this month goes against most of our proprietary indicators. Our Willingness-to-Pay (WTP) indicators for the U.S., Japan and Europe are all heading lower. The WTP indicators track flows, and thus provide information on what investors are actually doing, as opposed to sentiment indexes that track how investors are feeling. Investors are clearly moving funds away from the equity market at the moment. Our Revealed Preference Indicator (RPI) for stocks continues to issue a ‘sell’ signal. The RPI combines the idea of market momentum with valuation and policy measures. It provides a powerful bullish signal if positive market momentum lines up with constructive signals from the policy and valuation measures. Conversely, if constructive market momentum is not supported by valuation and policy, investors should lean against the market trend. Momentum remains out of sync with valuation and policy, supporting the view that caution is still warranted. The U.S. net earnings revisions ratio has dropped into negative territory. The earnings surprises index has also declined, although it remains above 60%. Finally, our Composite Technical Equity Indicator has broken below the zero line and its 9-month exponential moving average, sending a negative technical signal. On the positive side, our Monetary Indicator has hooked up, although it is still in negative territory for equities. From a contrary perspective, the fact that equity sentiment has turned bearish is positive for stocks. In fact, this is the main reason why we upgraded stocks this month. While it is late in the U.S. economic expansion and the Fed is tightening, sentiment regarding U.S. and global growth has become overly pessimistic. Thus, we are playing a late-cycle bounce in stocks. For bonds, the term premium moved further into negative territory in December, which is unsustainable from a long-term perspective. Long-term inflation expectations are also too low to be consistent with the Fed meeting its 2% target over the medium term. These facts suggest that bond yields have not peaked for the cycle, although at the moment they have not yet worked off oversold conditions according to our technical indicator. The U.S. dollar is overbought and very expensive on a PPP basis. Nonetheless, we believe it will become more expensive in the first half of 2019, before its structural downtrend resumes in broad trade-weighted terms. EQUITIES: Chart III-1U.S. Equity Indicators U.S. Equity Indicators U.S. Equity Indicators   Chart III-2Willingness To Pay For Risk Willingness To Pay For Risk Willingness To Pay For Risk Chart III-3U.S. Equity Sentiment Indicators U.S. Equity Sentiment Indicators U.S. Equity Sentiment Indicators Chart III-4Revealed Preference Indicator Revealed Preference Indicator Revealed Preference Indicator   Chart III-5U.S. Stock Market Valuation U.S. Stock Market Valuation U.S. Stock Market Valuation Chart III-6U.S. Earnings U.S. Earnings U.S. Earnings Chart III-7Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Chart III-8Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance FIXED INCOME: Chart III-9U.S. Treasurys And Valuations U.S. Treasurys And Valuations U.S. Treasurys And Valuations Chart III-10Yield Curve Slopes Yield Curve Slopes Yield Curve Slopes Chart III-11Selected U.S. Bond Yields Selected U.S. Bond Yields Selected U.S. Bond Yields   Chart III-1210-Year Treasury Yield Components 10-Year Treasury Yield Components 10-Year Treasury Yield Components Chart III-13U.S. Corporate Bonds And Health Monitor U.S. Corporate Bonds And Health Monitor U.S. Corporate Bonds And Health Monitor Chart III-14Global Bonds: Developed Markets Global Bonds: Developed Markets Global Bonds: Developed Markets Chart III-15Global Bonds: Emerging Markets Global Bonds: Emerging Markets Global Bonds: Emerging Markets CURRENCIES: Chart III-16U.S. Dollar And PPP U.S. Dollar And PPP U.S. Dollar And PPP   Chart III-17U.S. Dollar And Indicator U.S. Dollar And Indicator U.S. Dollar And Indicator   Chart III-18U.S. Dollar Fundamentals U.S. Dollar Fundamentals U.S. Dollar Fundamentals   Chart III-19Japanese Yen Technicals Japanese Yen Technicals Japanese Yen Technicals Chart III-20Euro Technicals Euro Technicals Euro Technicals Chart III-21Euro/Yen Technicals Euro/Yen Technicals Euro/Yen Technicals Chart III-22Euro/Pound Technicals Euro/Pound Technicals Euro/Pound Technicals COMMODITIES: Chart III-23Broad Commodity Indicators Broad Commodity Indicators Broad Commodity Indicators   Chart III-24Commodity Prices Commodity Prices Commodity Prices Chart III-25Commodity Prices Commodity Prices Commodity Prices Chart III-26Commodity Sentiment Commodity Sentiment Commodity Sentiment Chart III-27Speculative Positioning Speculative Positioning Speculative Positioning ECONOMY: Chart III-28U.S. And Global Macro Backdrop U.S. And Global Macro Backdrop U.S. And Global Macro Backdrop   Chart III-29U.S. Macro Snapshot U.S. Macro Snapshot U.S. Macro Snapshot   Chart III-30U.S. Growth Outlook U.S. Growth Outlook U.S. Growth Outlook Chart III-31U.S. Cyclical Spending U.S. Cyclical Spending U.S. Cyclical Spending Chart III-32U.S. Labor Market U.S. Labor Market U.S. Labor Market Chart III-33U.S. Consumption U.S. Consumption U.S. Consumption Chart III-34U.S. Housing U.S. Housing U.S. Housing Chart III-35U.S. Debt And Deleveraging U.S. Debt And Deleveraging U.S. Debt And Deleveraging Chart III-36U.S. Financial Conditions U.S. Financial Conditions U.S. Financial Conditions   Chart III-37Global Economic Snapshot: Europe Global Economic Snapshot: Europe Global Economic Snapshot: Europe Chart III-38Global Economic Snapshot: China Global Economic Snapshot: China Global Economic Snapshot: China Mark McClellan Senior Vice President The Bank Credit Analyst   1      For more details, please see BCA Geopolitical Strategy Special Report "U.S.-China: The Tech War And Reform Agenda," dated December 12, 2018, available at gps.bcaresearch.com 2      Please see BCA U.S. Investment Strategy Special Report "The Bane Of Investors’ Existence: Why Is Correlation High And When Will It Fall?" dated January 4, 2012, available at usis.bcaresearch.com. Also see BCA Global ETF Strategy Special Report "The Passive Menace," dated September 13, 2017, available at etf.bcaresearch.com 3       We use only below average returns in the calculation of volatility (downside volatility) because we are more concerned with the risk of equity market declines for the purposes of this model. 4       The LCR requires a large bank to hold enough high-quality liquid assets to cover the net cash outflows the bank would expect to occur over a 30-day stress scenario. The NSFR complements the LCR by requiring an amount of stable funding that is tailored to the liquidity risk of a bank’s assets and liabilities, based on a one-year time horizon. 5       Structural Changes in Banking After the Crisis. CGFS Papers No.60. Bank for International Settlements, January 2018. 6       Shadow Banking and Capital Markets Risks and Opportunities. Group of Thirty. Washington, D.C., November 2016. 7       Back to the Future: 2007 to 2030. Are New Financial Risks Foreshadowing a Systemic Risk Event? Global Risk Institute. 8       For more details on public and private debt trends, please see BCA Special Report "The End Of The Debt Supercycle: An Update," dated May 11, 2016, available at bca.bcaresearch.com 9       Please see BCA Emerging Markets Strategy Weekly Report "2019 Key Views: Will The EM Lost Decade End With A Bang Or A Whimper?" dated December 6, 2018, available at ems.bcaresearch.com EQUITIES:FIXED INCOME:CURRENCIES:COMMODITIES:ECONOMY:

Highlights Policy easing is a necessary but not sufficient condition for a bottom in the business cycle. For monetary easing to become effective, there should be loan demand, banks should be willing to lend, and businesses and consumers should be keen to spend more. In China, risks to both the money multiplier and the velocity of money are to the downside. This will hinder the effectiveness of monetary policy easing in generating economic growth. Eroding business and consumer confidence in China will - for now - negate the budding improvement in its broad money impulse. Emerging markets risk assets and currencies are set to drop further. Stay put. Feature The selloff in EM and Chinese stocks has begun to weigh heavily on DM share prices. The global equity index has broken below its January lows, entailing further downside. Importantly, global cyclical equity sectors such as global industrials, materials and semiconductors are underperforming, and are breaking down in absolute terms. This confirms global trade is in a full downturn swing (Chart I-1). Chart I-1Global Trade Is Decelerating Global Trade Is Decelerating Global Trade Is Decelerating What is required to turn around this global trade slowdown? Our bias is that this growth slump has roots in China/EM and trade tensions are dampening business and investor sentiment on top of that. Consequently, a reversal in the equity selloff is largely contingent on an improvement in China's economy. It is in this context that we devote this week's report to an extensive discussion surrounding the issues of policy stimulus, deleveraging and growth in China. In this report, we answer the questions we think are most pertinent to investors at this moment. Question: Why are financial markets rioting, even though China has announced stimulus? Answer: The market's interpretation is that these stimuli are insufficient to turn around China's business cycle immediately. We agree with this assessment. Policy easing does not always immediately translate into higher share prices and improving growth. For example, amid China's 2015 stock market crash, the Chinese authorities began aggressively stimulating in the middle of 2015, yet Chinese and global markets continued to riot until February 2016 (Chart I-2). Chart I-2China In 2015: Money Growth Preceded Bottom In Markets By Seven Months China In 2015: Money Growth Preceded Bottom In Markets By Seven Months China In 2015: Money Growth Preceded Bottom In Markets By Seven Months Indeed, there was a period of seven months when EM and DM stocks plummeted, despite on-going and very aggressive policy easing in China. In short, these stimulus measures did not preclude a considerable drawdown in global and EM share prices. Outside China, there have been other examples where policy easing did not preclude a full-fledged bear market. For instance, in 2001-'02 and 2007-'08, the Federal Reserve was cutting interest rates aggressively, yet the bear market in U.S. equities did not reverse (Chart I-3). Chart I-3AFed's Easing Did Not Prevent Equity Bear Market Fed's Easing Did Not Prevent Equity Bear Market Fed's Easing Did Not Prevent Equity Bear Market Chart I-3BFed's Easing Did Not Prevent Equity Bear Market Fed's Easing Did Not Prevent Equity Bear Market Fed's Easing Did Not Prevent Equity Bear Market Similarly, the ECB was expanding its balance sheet from the onset of the euro area debt crisis in 2011, yet the region's share prices did not bottom until the middle of 2012, 12 months later (Chart I-4). Chart I-4ECB Balance Sheet Expansion Did Not Prevent Equity Bear Market ECB Balance Sheet Expansion Did Not Prevent Equity Bear Market ECB Balance Sheet Expansion Did Not Prevent Equity Bear Market Question: It is clear there could be a time lag between policymakers stimulating and financial markets and the business cycle turning the corner. What is causing these time lags, and how should one handicap them? Answer: Indeed, monetary and fiscal policies affect the economy with time lags. These lags vary from cycle to cycle. In China, the broad money impulse has improved of late (Chart I-5). Historically, this has led the mainland's business cycle by about nine months on average. Hence, it signifies a tentative bottom early next year. Chart I-5China: Money Impulse Has Bottomed China: Money Impulse Has Bottomed China: Money Impulse Has Bottomed The credit impulse, however, has not improved at all (Chart I-6). The current divergence between credit and money impulses is due to a plunge in shadow (non-bank) credit (Chart I-7). The distinction between broad money and credit is as follows: money is originated by commercial banks when they lend to or acquire an asset from non-banks. Meanwhile, total credit also includes lending and bond purchases by non-banks. Chart I-6China: Credit Impulse Has Not Yet Bottomed China: Credit Impulse Has Not Yet Bottomed China: Credit Impulse Has Not Yet Bottomed Chart I-7Bank And Non-Bank Credit Have Diverged Bank And Non-Bank Credit Has Diverged Bank And Non-Bank Credit Has Diverged Importantly, money/credit fluctuations are not the sole factors that generate swings in economic activity. Companies' and households' willingness to consume and invest matter too. We have written extensively in the past that changes in the velocity of money mirror fluctuations in the marginal propensity to consume and invest.1 Technically speaking, nominal GDP growth is a product of money growth and change in the velocity of money. Nominal GDP = Money Growth x Velocity Of Money When a decline in the velocity of money - stemming from eroding business and consumer confidence - overwhelms an acceleration in money growth, economic growth weakens, despite improvement in the money impulse. Notably, money and credit have led previous business cycles in China by varying time periods. In other words, the velocity of money has not been constant on the mainland. In particular, both the money and credit impulses were early - by about 12 months - in forecasting a growth slowdown in China and global trade at the beginning of 2017. The reason why a growth slowdown did not commence at that time was due to the surge in the velocity of money. The latter is akin to confidence among economic agents. In short, companies and households turned their money balances faster, which offset the impact of weak money/credit impulses on economic activity. Concerning fiscal policy, time lags differ because of implementation delays and varying fiscal multipliers. In China, aggregate fiscal spending, including central, local governments and managed funds, has not yet accelerated (Chart I-8). Chart I-8China: No Rebound In Broad Fiscal Spending China: No Rebound In Broad Fiscal Spending China: No Rebound In Broad Fiscal Spending While special bond issuance by local governments spiked in August and September, overall credit flows in the economy have not yet improved - please refer to Chart I-6. As an aside, there are reports that 42% of the amount raised via special bond issuance will be used to purchase land rather than for infrastructure spending.2 This will not benefit economic growth much. Question: Do you think the time lag between the bottom in China's money/credit impulses and the business cycle will be longer or shorter this time around? Answer: Our bias is that the time lag between the bottom in money/credit impulses and the resultant pickup in growth will be longer than before. Presently, there is some evidence that both business and consumer sentiment in China are beginning to whither at the hands of the trade wars, tanking domestic share prices and budding deflation in real estate prices. Eroding business and consumer confidence in China will - for now - negate the improvement in the broad money impulse. Chart I-9 depicts the velocity of money in China. After rising over the past two years, our bias is that it will drop again. It is critical to realize that forecasting the direction and magnitude of swings in the velocity of money - the marginal propensity to spend - is a dismal science. It reflects business and consumer sentiment, and any assessment on this is very subjective. This is why economic forecasting and investment calls are more of an art. Chart I-9China: The Velocity Of Money China: The Velocity Of Money China: The Velocity Of Money Among many variables we are monitoring to gauge the turn in the mainland's business cycle is the marginal propensity to invest among mainland industrial companies. This indicator is falling, suggesting that monetary policy easing is facing formidable hurdles in re-igniting investment appetite among Chinese companies (Chart I-10). Chart I-10Companies' Marginal Propensity To Spend Companies' Marginal Propensity To Spend Companies' Marginal Propensity To Spend The BCA Emerging Markets Strategy team's assessment is that China-related financial markets are in an air pocket. Investors should not try to catch falling knives. On the contrary, there is still meaningful downside. Question: But the People's Bank of China has been injecting a lot of liquidity into the system via various facilities. Would this liquidity not find its way into financial markets and the real economy? Answer: When a central bank injects liquidity into the banking system, it creates excess reserves. Excess reserves also rise when a central bank cuts the required reserve ratio (RRR). It is essential to differentiate money that households and business use to conduct transactions from reserves of commercial banks at the central bank. Required and excess reserves are not a part of narrow and broad monetary aggregates. Excess reserves are the banking system's liquidity held at the central bank. Importantly, banks do not lend reserves, and do not use reserves to pay for assets they purchase from non-banks. Banks use reserves to settle transactions/payments among themselves. Reserves are "manufactured" solely by central banks. Commercial banks cannot create reserves. They do, however, create the overwhelming majority of money when they lend to or purchase an asset from non-banks. Central banks create broad money - that circulates in the economy - only when they lend to or buy assets from non-banks. Given central banks typically do few transactions with non-banks, central banks originate a very small portion of the broad money supply. For example, as a part of quantitative easing efforts, new money is originated only when a central bank buys bonds from a non-bank (say, an insurance company). In contrast, no money is created when a central bank buys bonds from a bank. In brief, there is no automatic leakage of reserves into the real economy and financial markets. Banks need to be willing to lend to and purchase assets from non-banks for the money supply to expand. Question: But won't expanding excess reserves - banking system liquidity - eventually encourage banks to lend and purchase financial assets? Answer: It will at some point, but it is not imminent. The mainland banking system's excess reserves ratio is depicted in Chart I-11. A few observations are in order: Chart I-11China: Excess Reserves Not Are Growing China: Excess Reserves Not Are Growing China: Excess Reserves Not Are Growing First, the excess reserve ratio - excess reserves (ER) as a share of total deposits - is currently rather low (Chart I-11, top panel). The absolute level of ER is not elevated either (Chart I-11, middle panel). To adjust the absolute level of ER for seasonality, we show the annual change of this measure - it has dropped to zero in September (Chart I-11, bottom panel). This is in contrast to the prevailing market narrative that the PBoC is injecting a lot of liquidity into the system. While they have been injecting liquidity via RRR cuts, at the same time many lending facilities have been maturing without renewal. Does the low level of ER ratio mean the PBoC has been tightening? No, it has not been tightening. Shrinking excess reserves that lead to higher money market rates would qualify as tightening. Provided money market rates are low and are not rising in China, there has been no de-facto tightening, despite the low level of reserves (Chart I-12). Chart I-12China: Excess Reserves And Interest Rates China: Excess Reserves And Interest Rates China: Excess Reserves And Interest Rates Second, any central bank can simultaneously target either quantity of reserves or short-term interest rates, but not both. Before 2014, the PBoC was targeting the level of ER. As a result, short-term interest rates fluctuated a lot to equilibrate demand and supply for ER. Since early 2014, the PBoC has switched to targeting interest rates. Therefore, the level of ER is no longer a policy objective, but rather a tool to navigate interest rates. Chart I-13 illustrates what drives PBoC policy in terms of interest rates and liquidity management. The PBoC sets interest rates based on the strength in the economy - i.e., interest rates rise when loan demand is improving and fall when loan demand is weakening (Chart I-13, top panel). Chart I-13China: What Drives Interest Rates? China: What Drives Interest Rates? China: What Drives Interest Rates? Then, the central bank adjusts the amount of ER to achieve its desired level of short-term interest rates. Hence, the amount of ER is a function of demand for reserves by banks at the current level of interest rates. The current low level of ER is indicative of weak demand for ER by banks. As loan origination has diminished, economic activity has cooled off and the number of transactions by companies and consumers has dwindled, demand for reserves among banks has declined. Third, declining/expanding ER do not always cause a slowdown/acceleration in money/credit growth, as demonstrated on Chart I-14. There is another variable that stands between ER and money/credit: the money multiplier (MM). The latter is defined as how much broad money/credit banks create per one unit of ER. A rising money multiplier reflects banks' willingness and ability to expand their balance sheets aggressively. A falling multiplier signifies growing risk aversion among banks, or their inability to expand their balance sheets. Chart I-14China: Excess Reserves And Money/Credit Impulses China: Excess Reserves And Money/Credit Impulses China: Excess Reserves And Money/Credit Impulses Notably, the credit boom in China since 2009 has been driven not by rapidly expanding ER but primarily by a surging MM. The MM has skyrocketed from 40 in 2008 to 65 presently (Chart I-15). This was the manifestation of excessive risk taking by banks. Chart I-15China: Money Multiplier China: Money Multiplier China: Money Multiplier Why is it sensible to expect the MM in China to decline? With ongoing regulatory tightening, falling asset prices and rising defaults, the odds are non-trivial that mainland banks will be reluctant to expand their balance sheets aggressively. We are not implying they will not boost lending forever, but they may be slower to do so compared to previous downturns. Following the peak in their respective credit bubbles and experiencing deteriorating asset quality, banks in Japan, the U.S., the U.K. and euro area shrunk their balance sheets - even though their respective central banks provided enormous amount of excess reserves, and interest rates were at zero. We do not expect bank credit growth to contract in China like it did in those countries. In fact, bank assets and broad credit are still growing at an annual rate of 7% and 12%, respectively (Chart I-16 and Chart I-7 above). Our point is that deleveraging in China has barely begun, and it still remains a policy priority. Consequently, money and credit growth will languish longer in this downturn than in previous ones. Chart I-16China: Bank Asset Growth To Stay Tame China: Bank Asset Growth To Stay Tame China: Bank Asset Growth To Stay Tame Question: So, how would you summarize the key known unknowns to gauge whether and when monetary policy easing will translate into stronger economic growth? Answer: For monetary policy easing to translate effectively into economic growth, the MM and the velocity of money should rise. Both are driven by sentiment and marginal propensity to lend, borrow and spend. Hence, variations in the MM as well as the velocity of money are contingent on sentiment and behavior among bankers, companies and households. The regulatory clampdown on banks and non-bank financial institutions will hamper their willingness and ability to lend, despite sufficient liquidity and low interest rates. Hence, the MM could surprise on the downside. A combination of the ongoing crackdown on leverage, the starting point of high indebtedness, falling asset prices and trade confrontations, will likely weigh on corporate and consumer sentiment, curb their spending and, thereby, dampen the velocity of money. All in all, risks to both the MM and the velocity of money are to the downside rather than upside at the moment. This will hinder the transmission mechanism from policy easing to economic growth. Question: What is your take on financial markets? Are we close to the bottom in EMs and China-related plays? Answer: EMs and China-plays are in a genuine bear market as we have argued in past.3 BCA's Emerging Markets Strategy service reckons there is still meaningful downside in EM risk assets and currencies. The EM/China bear market will continue. The Fed is not about to come to markets' rescue, because U.S. growth is very robust and inflation is rising. A very important market to watch is the RMB exchange rate. If the RMB depreciates further - which is our baseline scenario - Asian and other EM financial markets will continue plunging. The RMB/USD exchange rate has been closely tracking the interest rate differential between China and the U.S. (Chart I-17). As the Fed continues to raise rates and China maintains rates at their current level or reduces them to stimulate, the RMB will depreciate. Chart I-17RMB/USD And Interest Rate Differentials RMB/USD And Interest Rate Differentials RMB/USD And Interest Rate Differentials Yuan depreciation will lead to a decline in other Asian currencies. In fact, the Korean won is at a critical technical juncture, and a major move is in the cards. Our bias is it will likely break down, consistent with our bearish view on EM risk assets and currencies. As the RMB depreciates, the amount of U.S. dollars that China emits to emerging economies via imports will decline. This will hurt EM exports to China, their currencies and commodities prices. Overall, the U.S. dollar has more upside. The growth disparity between the U.S. and the rest of world warrants a stronger greenback. The latter and a slowdown in EM/China herald a considerable drop in commodities prices. Question: One commodity that has defied the dollar rally and slowdown in China is oil. Will crude continue to float higher? Answer: Oil prices have risen much further and for far longer than we expected.That said, it appears that oil prices are finally beginning to crack, and we see considerable downside.4 China's imports of oil and petroleum products has decelerated substantially (Chart I-18, top panel). This is occurring at a time when Chinese oil strategic and commercial inventories are very elevated (Chart I-18, bottom panel). Chart I-18China's Oil Imports To Weaken Further China's Oil Imports To Weaken Further China's Oil Imports To Weaken Further Oil prices in local currency terms are at record highs in many developing countries. Given oil and fuel subsidies have been removed or reduced in recent years, high oil prices are curbing oil demand in many emerging economies. Global oil production has been outpacing global oil demand since May (Chart I-19, top panel). Typically, this heralds a rollover in oil prices (Chart I-19, bottom panel). Chart I-19A Risk To Oil Prices A Risk To Oil Prices A Risk To Oil Prices Finally, oil output has been surging in the U.S. and strong in Russia (Chart I-20); further, Saudi Arabia could boost its crude output as per its recent pledge. Chart I-20Global Oil Output Has Been Surging Global Oil Output Has Been Surging Global Oil Output Has Been Surging While geopolitics remains a supportive factor for crude prices, it seems a lot of good news is already priced in the oil market and investors are very long. In short, oil prices are probably heading south. This will contribute to the negative investment sentiment toward EM financial markets. Arthur Budaghyan, Senior Vice President Emerging Markets Strategy arthurb@bcaresearch.com Lin Xiang, Research Analyst linx@bcaresearch.com 1 Please see Emerging Markets Strategy Weekly Report, "Questions For Emerging Markets," dated November 29, 2017, available at ems.bcaresearch.com. 2https://www.bloomberg.com/news/articles/2018-10-21/china-s-195-billion-debt-splurge-has-less-bang-than-you-think 3 Please see Emerging Markets Strategy Weekly Report, "EMs Are In A Bear Market," dated October 18, 2018; the link is available on page 17. 4 This is BCA's Emerging Markets Strategy team's view and differs from the BCA house view on oil. Equity Recommendations Fixed-Income, Credit And Currency Recommendations

Highlights Hong Kong's leverage burden is a corporate sector rather than a household sector problem. But this corporate sector debt is highly concentrated in the finance and real estate industries, meaning that investors should be legitimately concerned over Hong Kong's extremely elevated debt service ratio. Our BCA Hong Kong Debt Risk Monitor serves as an important tool to help investors gauge the risk of a serious credit-driven downturn in the region. While the risk from excessive leverage is real, the current message from our DRM is that the odds of a deleveraging event over the coming year are low. Due to the importation of U.S. monetary policy, Hong Kong may "enjoy" easy monetary policy on a permanent basis. This suggests that Hong Kong's private sector may continue to leverage itself even in the face of rising interest rates, setting up the potential for a cataclysmic future recession. Stay neutral Hong Kong stocks versus the global benchmark over the coming 6-12 months. While equities may rise in relative terms if earnings momentum converges with that of the global benchmark, it is not a sufficiently compelling prospect to outweigh the significant structural risk facing the region. Feature Hong Kong has appeared in the headlines of the financial press for two reasons over the past few months. The first is due to the recent weakness in the Hong Kong dollar (HKD), a topic that we addressed last week.1 The second was prompted by the BIS' March 2018 Quarterly Review, which noted that mainland China, Hong Kong, and Canada stood out among 26 jurisdictions as being the most vulnerable to a banking crisis according to their research. The BIS's warning is rooted in the fact that Hong Kong is a highly leveraged economy, but there are two additional reasons for investors to be cautious about the region: China's industrial sector is slowing, and monetary policy is tightening due to the region's direct link to U.S. interest rates. While Hong Kong has avoided the full brunt of rising U.S. rates over the past year thanks to plentiful interbank liquidity (which has limited the rise in 3-month HIBOR), we noted in last week's report that the weakness in the HKD likely means that gap between interbank rates and the base rate cannot get much wider. This means that further Fed rate hikes over the coming year are likely to feed more fully into tighter Hong Kong monetary conditions. In this report we review the extent and disposition of Hong Kong's indebtedness, and develop an indicator for investors to monitor in order to gauge the risk of a serious private sector deleveraging event. We conclude that while it is too early to position aggressively against Hong Kong stocks, the risk from excessive leverage is real and is very likely to eventually cause a serious credit-driven downturn. For now, however, that appears to be a story for another day, and as we explain below, potentially a distant one. Breaking Down Hong Kong's Debt Chart 1 presents the basis for concern about Hong Kong's debt. The chart shows the BIS' nonfinancial private sector debt service ratio ("DSR", which includes both households and nonfinancial corporations) for the G10 countries alongside that of China, Hong Kong, and Canada. The chart shows that Hong Kong's DSR has risen nearly to 26%, a full 10 percentage points higher than the G10 average, and is now the highest among the 32 economies that the BIS has debt service data for. One important point to note is that among the three countries that the BIS recently singled out for concern, the disposition of Hong Kong's private sector debt is more similar to that of China than Canada. Chart 2 highlights that the private sector debt in China and Hong Kong is predominantly owed by the nonfinancial corporate sector, whereas in Canada the debt is more equally split among the two sectors, with households owing more in total. Chart 1Hong Kong's Debt Burden Hits##br## A New High Hong Kong's Debt Burden Hits A New High Hong Kong's Debt Burden Hits A New High Chart 2Unlike In Canada, Hong Kong's Leverage##br## Is A Corporate Sector Problem Unlike In Canada, Hong Kong's Leverage Is A Corporate Sector Problem Unlike In Canada, Hong Kong's Leverage Is A Corporate Sector Problem Normally we would be inclined to suggest that the skew in Hong Kong's debt towards the corporate sector makes it less risky than in other jurisdictions where elevated leverage is a household sector problem. The rationale is that while corporations can (and often do) misallocate their capital, firm borrowing is usually employed to acquire income-producing assets, with problems arising only when the value of those assets (or their potential to generate income) declines sharply. Household leverage problems, on the other hand, are almost always the result of a sharp rise in residential mortgage credit, and our view is that the purchase of residential property is fundamentally an act of consumption rather than a true investment. In addition, the past experiences of several countries have shown that housing-related leverage busts are particularly pernicious, in that the resulting recessions tend to be followed by long periods of subpar economic growth. But unlike in China where the majority of nonfinancial corporate sector debt is held on the balance sheets of state-owned enterprises, Hong Kong's corporate debt does not have de-facto state backing and appears to be enormously concentrated in the real estate and financial sector. Over 80% of Hong Kong's total nonfinancial sector debt (which includes households) is provided by domestic banks, and Chart 3 shows that among bank loans to firms, 35% have been granted to property building & construction companies and another 22% to "financial concerns" and stockbrokers. This high concentration of corporate sector debt in the real estate sector means that investors should be legitimately concerned over Hong Kong's extremely high DSR. On the household side, we have made the case in a previous report that a replay of another spectacular housing bust (similar to what occurred in 1997) is highly unlikely despite the fact that Hong Kong house prices have vastly outstripped income over the past decade2 (Chart 4). Chart 3Loans To Businesses Are Highly Concentrated ##br##And Exposed To Property Loans To Businesses Are Highly Concentrated And Exposed To Property Loans To Businesses Are Highly Concentrated And Exposed To Property Chart 4Lofty House Prices Are A Red Herring: ##br##The Risk Is On The Business Side Lofty House Prices Are A Red Herring: The Risk Is On The Business Side Lofty House Prices Are A Red Herring: The Risk Is On The Business Side This suggests that, despite extremely elevated residential property prices, investors should be more concerned about a shock that will destabilize the commercial real estate market. Hong Kong households would not likely escape the impact of such a shock, since commercial and residential real estate prices move strongly in tandem (Chart 5). But in terms of watching for a "tipping point" that could push Hong Kong's private sector into a balance sheet recession, the trigger seems more likely to occur in the market for the former, rather than the latter. Bottom Line: Hong Kong's leverage burden is a corporate sector rather than a household sector problem. But this corporate sector debt is extremely concentrated in the finance and real estate industries, meaning that investors should be legitimately concerned over Hong Kong's extremely high debt service ratio. Chart 5Still, Households Will Be Hurt##br## If CRE Prices Fall Still, Households Will Be Hurt If CRE Prices Fall Still, Households Will Be Hurt If CRE Prices Fall Chart 6The BIS' Warning Thresholds ##br##Don't Seem To Apply To Hong Kong The BIS' Warning Thresholds Don't Seem To Apply To Hong Kong The BIS' Warning Thresholds Don't Seem To Apply To Hong Kong Timing The Onset Of A Balance Sheet Recession Our analysis above supports the recent warnings from the BIS that the risk of a banking crisis / private sector deleveraging event in Hong Kong is nontrivial. This raises the obvious question of how to gauge the timing of such an event in order for investors to properly position their exposure towards Hong Kong's financial markets. The BIS has itself investigated this question, and has published several reports on its "Early Warning Indicator" (EWI) approach.3 Table 1 presents a list of these indicators for several countries, and highlights that the two of the most informative measures (the credit-to-GDP gap4 and the overall debt service ratio) are flashing red for Hong Kong. In fact, Table 1 served as the basis for the BIS' warning in their most recent Quarterly Review that we noted above. The BIS' EWI research has focused on identifying thresholds for these measures that can predict a banking crisis within a three-year window based on the historical record. But in the case of Hong Kong, it is not clear that these thresholds apply. Chart 6 shows the credit-to-GDP gap and overall private sector DSR along with the more stringent BIS threshold noted in Table 1, and highlights that these measures have been flashing red for 4-8 years. Based on this approach, Hong Kong should have experienced a banking crisis long ago. Table 1BIS Early Warning Indicators For Stress In Domestic Banking Systems Hong Kong's Private Sector Debt: There Will Be Blood, But Not Today Hong Kong's Private Sector Debt: There Will Be Blood, But Not Today Rather than relying on the BIS' framework, we have instead constructed our own private-sector debt risk monitor for Hong Kong. In contrast to the BIS' measures, which have been specifically constructed to predict a banking crisis, the goal of our indicator is to help predict a serious credit-driven downturn regardless of its character (i.e. we abstract from whether the result of the downturn is a full-blown financial crisis or simply a prolonged period of economic stagnation). Chart 7Low Risk Of A Serious Credit-Driven ##br##Downturn, For Now Low Risk Of A Serious Credit-Driven Downturn, For Now Low Risk Of A Serious Credit-Driven Downturn, For Now Chart 7 presents our BCA Hong Kong Debt Risk Monitor (DRM) and its five equally-weighted components, a summary of which is provided below. All series have been scaled such that an increase in the DRM represents higher risk. Alpha: We have highlighted the importance of examining the alpha as well as the beta of regional equity returns in a previous report,5 and we include a composite indicator of Hong Kong's rolling alpha versus the global benchmark as a measure of Hong Kong-specific stock performance that adjusts for Hong Kong's riskiness. While this component of our DRM was quite elevated in early-2016 (signaling weak Hong Kong stock performance), it is presently in line with its historical average, and thus is not flashing a warning sign. Property Prices: Given the high concentration of Hong Kong's corporate sector debt in the real estate sector, our DRM includes the deviation of office & retail property prices from their 9-month moving average. Similar to the first component of our indicator, Hong Kong property prices are roughly in line with their trend and are not signaling serious economic weakness. Credit Impulse: The third component of our DRM is a simple bank credit impulse, calculated as the flow of credit over the past year as a percent of GDP. While this component has fallen well into "low risk" territory, over the past year, there are some tentative signs of a reversal that investors should monitor. Monetary Policy Stance: The fourth component of our DRM is a structural variable that attempts to measure whether U.S. (and thus Hong Kong) interest rates are either consistent or out of alignment with economic conditions in Hong Kong. This component is an average of two measures of the stance of monetary policy: 1) the difference between U.S. 10-year government bond yields and Hong Kong nominal GDP growth, and 2) the difference between the base rate and a Taylor Rule estimate for the region (with the latter acting purely as an estimate of the cyclical equilibrium interest rate).6 The chart shows that despite the onset of tighter monetary policy in the U.S. over the past few years, our gauge of Hong Kong's policy stance suggests that conditions are still easy, and that material further increases would likely be required in order to see this component rise to +1 sigma territory. Debt Service Ratio: The final component of our DRM is the BIS' total private sector DSR shown in Chart 6, acting as a second structural variable that captures the underlying debt servicing risk that the BIS has warned about. We extent the BIS' series back to the early-1990s on a best efforts basis, by adjusting the product of Hong Kong's prime rate and the total private sector debt-to-GDP ratio to best align with the official DSR series over the course of its history. Our extended series suggests that Hong Kong's debt servicing burden is indeed the highest that it has been over the past three decades, underscoring that our DRM is likely to rise materially if the cyclical factors included in the indicator deteriorate. The overall message of our DRM is that a threat to Hong Kong's economy from excessive debt does not appear to be imminent, despite the underlying risks highlighted by the BIS. While the risk from excessive leverage is real and is very likely to eventually cause a serious credit-driven downturn, the odds of this occurring over the coming 6-12 months appear to be low. Bottom Line: Our BCA Hong Kong Debt Risk Monitor serves as an important tool to help investors gauge the risk of a serious credit-driven downturn in the region. While the risk from excessive leverage is real, the message from our DRM is that the odds of a deleveraging event over the coming year are low. The Spooky Implications Of The Natural Interest Rate Gap Interestingly, at least part of the benign reading of our DRM is due to the fourth component of the indicator, our gauge of Hong Kong's monetary policy stance, which suggests that there is ample room for further rate increases. In fact, in our view this observation carries much deeper significance than many may initially perceive, as it may explain why the BIS' early warning indicator thresholds have not worked in the case of Hong Kong, and why the region may avoid a debt crisis for a further significant period (but ultimately experience a much more painful collapse when it finally arrives). At root, the reason that U.S. 10-year Treasury yields remain exceedingly low relative to U.S. nominal GDP growth is because investors believe that real U.S. policy rates are likely to be much lower on average over the next 10-years than they have been historically (Chart 8). Abstracting from calendar-based cyclical considerations (such at the timing of the next U.S. recession), this fundamentally reflects the prevalent view among fixed-income investors that the U.S. natural rate of interest (or "r-star") has likely permanently declined. If true, this is of enormous importance for Hong Kong, as it suggests that the region will permanently "enjoy" easy monetary policy. This is because the substantial leveraging that has occurred in Hong Kong in response to low interest rates implies that there has been no impairment (yet) to Hong Kong's natural rate of interest (Chart 9). Chart 8A Low Estimate Of R-Star Has Depressed##br## U.S. Bond Yields A Low Estimate Of R-Star Has Depressed U.S. Bond Yields A Low Estimate Of R-Star Has Depressed U.S. Bond Yields Chart 9No Evidence Of A Low R-Star##br## In Hong Kong No Evidence Of A Low R-Star In Hong Kong No Evidence Of A Low R-Star In Hong Kong In some ways the dynamic we are describing is not new: the importation of easy monetary policy from the U.S. via competitive currency devaluation over the past decade has been a well-known phenomenon that was quite prominent during the early phase of the global economic recovery. But the fixed exchange rate regime in Hong Kong means that this process cannot be avoided without abandoning the peg, an event that itself could trigger a deleveraging event via a sharp decline in asset prices. The key point for investors is that if the U.S. natural rate of interest has indeed fallen materially and permanently below potential GDP growth, then Hong Kong will not experience tight monetary conditions even once the Fed has normalized short-term interest rates, unless it raises them well above equilibrium levels. This suggests that Hong Kong's private sector may perpetually leverage itself until debt service burdens reach some, as yet, unknown maximum level, precipitating what would likely become a cataclysmic recession. The fact that no crisis erupted in late-2015/early-2016 when the cyclical components of our DRM deteriorated significantly suggests that this level may be materially higher than is presently the case. Bottom Line: Due to the importation of U.S. monetary policy, Hong Kong may "enjoy" easy monetary policy on a permanent basis. This suggests that Hong Kong's private sector may continue to leverage itself even in the face of rising interest rates, setting up the potential for a cataclysmic future recession. Investment Implications: Stay Neutral, For Now Chart 10Room For A Rise In Relative Earnings Momentum Room For A Rise In Relative Earnings Momentum Room For A Rise In Relative Earnings Momentum The picture painted by our above analysis suggests that a benign cyclical outlook for Hong Kong is arrayed against a negative (and potentially horrific) structural outlook. How should investors position towards Hong Kong equities in response? First, as noted above, our Debt Risk Monitor does not signal that there is an imminent threat facing the Hong Kong economy that would herald the potential for a major deleveraging event over the near-term. Second, while Hong Kong's earnings momentum is stretched in absolute terms, Chart 10 highlights there is room for a catchup versus global stocks, which could boost relative performance over the coming year. Third, relative valuation and technical conditions are at neutral levels (Chart 11), and thus do not provide any compelling basis to avoid Hong Kong stocks. But to us, the weight of this modestly positive assessment over the coming year is overshadowed by the structural outlook, meaning that we continue to recommend a neutral allocation towards Hong Kong stocks over the coming 6-12 months. The most investment-relevant conclusion from our analysis is that investors will one day be able to earn significant risk-adjusted returns from underweighting / shorting Hong Kong stocks once a serious credit-driven downturn begins. As an example, Chart 12 shows the impact of the Asian financial crisis on Hong Kong's relative performance, a period where our DRM rose sharply and persistently into "high risk territory". It took 12½ years for Hong Kong to rise to a new high in relative total return terms, and it has yet to do so in price terms. Chart 11Neutral Relative Valuation And ##br##Technical Conditions Neutral Relative Valuation And Technical Conditions Neutral Relative Valuation And Technical Conditions Chart 12One Day, Shorting Hong Kong Stocks##br## Will Be Enormously Profitable One Day, Shorting Hong Kong Stocks Will Be Enormously Profitable One Day, Shorting Hong Kong Stocks Will Be Enormously Profitable So while the economic and financial market conditions are not yet in place to act on a bearish structural view, we will be closely watching our Debt Risk Monitor over the coming months and years for signs of a significant deterioration, as it will likely provide a major opportunity for investors to earn outsized returns. Stay tuned! Bottom Line: Stay neutral Hong Kong stocks versus the global benchmark over the coming 6-12 months. While equities may rise in relative terms if earnings momentum converges with that of the global benchmark, it is not a sufficiently compelling prospect to outweigh the significant structural risk facing the region. Jonathan LaBerge, CFA, Vice President Special Reports jonathanl@bcaresearch.com 1 Please see China Investment Strategy Weekly Report, "Chinese Stocks: Trade Frictions Make For A Tenuous Overweight", dated March 28, 2018, available at cis.bcaresearch.com. 2 Pease see China Investment Strategy Weekly Report "Hong Kong Housing Bubble: A Replay Of 1997?", dated June 29, 2017, available at cis.bcaresearch.com. 3 For example, please see "Evaluating early warning indicators of banking crises: Satisfying policy requirements" by Mathias Drehmann and Mikael Juselius, BIS Working Paper No. 421, August 2013. 4 The BIS defines the credit-to-GDP gap as the difference between the credit-to-GDP ratio and its long-run trend, derived using a one-sided (i.e. backward-looking) Hodrick-Prescott (HP) filter. 5 Pease see China Investment Strategy Special Report "China: No Longer A Low-Beta Market", dated January 11, 2018, available at cis.bcaresearch.com. 6 Our Taylor Rule estimate for Hong Kong is constructed in a fashion similar to what we showed for China in our January 18 Weekly Report, using a neutral policy rate estimate of 5%. Cyclical Investment Stance Equity Sector Recommendations

Highlights The private sectors in Brazil, Russia and India have indeed experienced some deleveraging. Yet in China, deleveraging has not even begun. In fact, the money and credit excesses have become ever larger in the past two years. China's broad money (M3) is as large as the entire outstanding stock of broad money in the U.S. and euro area banking systems combined. In China, the triple tightening - higher corporate bond yields and money market rates, ongoing tightening by banking regulators and the anti-corruption campaign - will lead to lessened money and credit origination. That in turn will weigh on mainland capital spending and growth in general. Chart I-1Some Deleveraging In Brazil, Russia, And India Some Deleveraging In Brazil, Russia, And India Some Deleveraging In Brazil, Russia, And India Feature A judgment on the sustainability of the rally in EM/China-related risk assets, from a big picture perspective, should include whether deleveraging in these economies is in late stages - i.e., whether credit and debt excesses accumulated following the 2008 global financial crisis have been unwound, at least partially. The objective of this week's note is to provide an update on the status of deleveraging within EM/China. Herein, deleveraging is defined as a falling debt-to-GDP ratio. The private sectors within Brazil, Russia and India have indeed experienced some deleveraging, with their private sector debt-to-GDP ratio either falling or moving sideways (Chart I-1). However, in China, deleveraging has not yet even begun (Chart I-2). Excluding Korea, Taiwan, and the BRIC economies, the rest of EM has not seen much deleveraging either (Chart I-3) - we exclude Korea and Taiwan because their equity markets are contingent on global demand rather than domestic dynamics. Note that this debt-to-GDP aggregate is weighted by each country's respective market cap in the MSCI EM stock index. The latest stabilization in this ratio might be due to these countries' currency appreciation, which has reduced their foreign currency debt burden relative to GDP. While deleveraging in many individual developing economies will not affect the rest of the world, deleveraging in China will have an impact on global trade in general and EM economies in particular. This remains one of the most important reasons why we believe the current recovery in EM growth will not be sustained. Chart I-2Deleveraging Has Not Started Yet In China... Deleveraging Has Not Started Yet In China... Deleveraging Has Not Started Yet In China... Chart I-3...Nor In The Rest Of EM ...Nor In The Rest of EM ...Nor In The Rest of EM Some investors and commentators have remarked that in the U.S., the euro area and Japan, there was no deleveraging following their respective credit bubbles and crises. As such, they argue that there is no compelling reason to expect deleveraging in EM/China. The point about the lack of deleveraging in Japan, the U.S. and Europe following their credit bubbles is only true when one includes public debt (Chart I-4). Yet, their private sectors did deleverage as can be seen in Chart I-5. Chart I-4DM: Deleveraging Concealed By ##br##Acceleration In Public Credit DM: Deleveraging Concealed By Acceleration In Public Credit DM: Deleveraging Concealed By Acceleration In Public Credit Chart I-5Private Sector Deleveraged ##br##Meaningfully In DM Private Sector Deleveraged Meaningfully In DM Private Sector Deleveraged Meaningfully In DM In the U.S. and euro area, deleveraging lasted an average of about seven years. As to Japan - which had a larger credit bubble but never experienced an acute credit crisis - private sector deleveraging endured over more than 21 years (Chart I-5, bottom panel). Did deleveraging in these DM economies involve outright nominal contraction in private credit and bank loans, or only decline in private debt-to-GDP ratio? Both bank loans and private credit nominal growth contracted, as demonstrated in Chart I-6. In short, despite massive policy support - i.e. monetary and fiscal easing and various bank recapitalization programs - private credit growth shrunk in nominal terms in the U.S. and euro area for a couple of years, and for many more years in Japan. China An update on China's debt burden is in order: Despite the vast local government financing vehicle (LGFV) debt swap of about RMB13 trillion conducted over the past two years the corporate debt-to-GDP ratio has not dropped (Chart I-7, top panel). Chart I-6DM: Bank Loans & Private Sector Credit ##br##Contracted In Nominal Terms DM: Bank Loans & Private Sector Credit Contracted In Nominal Terms DM: Bank Loans & Private Sector Credit Contracted In Nominal Terms Chart I-7China's Breakdown ##br##Of Debt By Sector China's Breakdown Of Debt By Sector China's Breakdown Of Debt By Sector The corporate debt-to-GDP ratio has stopped rising because LGFV debt - which belonged to SOEs and was classified as corporate debt - has been converted into provincial government debt. Since the onset of the Chinese equity market crash in the summer of 2015, our measure of broad money (M3) has expanded by RMB38 trillion ($6 trillion). Similarly, total social financing excluding equity issuance and including local government debt issuance - our so-called TSF+ measure - has surged by RMB49 trillion ($7.4 trillion). In terms of annual growth rates, M3 and TSF+ are still expanding at 10% and 14%, respectively. Chart I-8China's Money Impulse Points ##br##To Growth Deceleration China's Money Impulse Points To Growth Deceleration China's Money Impulse Points To Growth Deceleration We do not expect China's credit growth to contract in nominal terms, but we do expect credit/money growth to slow further. If and when this occurs, the money and credit impulses - the second derivatives - will become negative. The growth rates of GDP, industrial production, capital spending, profits and imports are impacted by the second derivatives of money and credit, which have been declining. In fact, the M3 impulse is already negative, which is consistent with deceleration in China's business cycle (Chart I-8). Some commentators and strategists have argued that debt should be compared with debtors' assets not GDP. This is a very weak argument. The sustainability of debt is contingent on borrowers' ability to service it. In turn, the ability to service debt is determined by debtors' cash flow generation which can be measured / approximated by nominal GDP. This is why the debt-to-nominal GDP ratio is the best metric for debt sustainability on a macro scale. It factually measures debt relative to corporate nominal revenues and household income. What about assets? Just because a company has assets does not mean it can service its debt. Note that in China, debt sustainability concerns are primarily around companies not households or government. First, if a company's assets do not generate sufficient cash flow to service debt, the value of these assets will be low. Second, asset valuations in EM state-controlled companies in general and among Chinese SOEs in particular, where most of the debt is concentrated, cannot be taken at face value. When evaluating the creditworthiness of a debtor, should investors rely on the accounting value of buildings that a debtor owns, or on the cash flow that these assets generate? We believe the latter is a much more prudent approach to investment analysis than the former. Third, if assets indeed need to be liquidated to service debt across many debtors, the situation is already very dire. Finally, we acknowledge that the Chinese government has a lot of fiscal room to bail out corporate debtors. When the authorities do so and overall corporate debt declines, we will seriously contemplate changing our view and investment strategy. So far, corporate indebtedness has not declined. For all of the above reasons, the debt-to-nominal GDP ratio is a much more reasonable measure than the debt-to-assets ratio. To be clear, we are not suggesting that Chinese companies are heading into a massive default and liquidation cycle. Our key premise as it relates to China's debt burden is as follows: overleveraged companies that could potentially struggle to service their debt are unlikely to embark on major capital spending initiatives. And in fact, their creditors should not lend to these debtors. As a result, capital spending will slow, weighing on commodities and other related areas. Conclusions The credit and money excesses in China and EM have been increasingly getting larger. Not only does China have too much corporate debt, but its stock of outstanding broad money is very high compared to any other economy in the world (Chart I-9). Chart I-9China's 'Money Bubble' China's 'Money Bubble' China's 'Money Bubble' Money is created by banks "out of thin air" (subject to regulatory capital ratios and other constraints) when they lend or buy assets from non-bank entities. Banks' ability to originate money does not relate to or depend on consumers or national savings. We have explored these issues in detail in Trilogy of reports in the past.1 Chart I-10China: Beware Of Rising Inflation China: Beware Of Rising Inflation China: Beware Of Rising Inflation Chart I-9 illustrates that China's official broad money (M2) is equivalent to $25 trillion while our measure of broad money (M3) is equivalent to about $29 trillion. This compares with broad money of $14 trillion in each of the U.S. and the euro area. Hence, China's broad money (M3) is as large as the U.S. and euro area's aggregate broad money combined. Furthermore, as of January 1, 2009, China's M2 and M3 were only $7.3 trillion and $8 trillion, respectively. This entails that the Chinese banking system has increased the broad money supply by the equivalent of $18-21 trillion. The triple tightening - higher corporate bond yields and money market rates, ongoing tightening by banking regulators and the anti-corruption campaign that is moving into the financial system - will lead to lessened money and credit origination. This will weigh on capital spending and growth in general. The odds are that tightening will escalate. First, after the party Congress, President Xi has consolidated power and can now enact meaningful structural reforms. Second, as we documented several weeks ago, core consumer inflation is rising (Chart I-10). Producer prices inflation is holding up around 7%. This is not surprising, given the amount of money that has been created in the economy in the past two years. Even marginal policy tightening amid lingering credit excesses is very dangerous. Yet a moderate slowdown in credit growth can translate into a notable drop in the credit impulse, weighing on growth as a result. This is especially true for capital spending and construction and is one of the primary reasons why we maintain a negative stance on China-related and EM risk assets. Arthur Budaghyan, Senior Vice President Emerging Markets Strategy arthurb@bcaresearch.com 1 Please refer to the Emerging Markets Strategy Special Reports from October 26, 2016, November 23, 2016 and January 18, 2017; available on ems.bcaresearch.com Equity Recommendations Fixed-Income, Credit And Currency Recommendations

Highlights The three deflationary anchors of the global economy have abated: The U.S. private sector deleveraging is over, the euro area economy is escaping its post crisis hangover, and the destruction of excess capacity in China is advanced. This means that global central banks are in a better position than at any point this cycle to normalize policy, pointing to higher real rates. As a result, gold prices will suffer significant downside. The populist wave in New Zealand is based on inequalities and is here to stay. This will hurt the long-term outlook for the Kiwi. However, short-term NZD has upside, especially against the AUD. The BoE hiked rates, but upside surprises to policy is unlikely now. The pound remains at risk from Brexit negotiations. Feature Chart I-1Gold Is Setting Up For A Big Move Gold Is Setting Up For A Big Move Gold Is Setting Up For A Big Move Gold is at an interesting juncture. Gold prices, once adjusted for the trend in the U.S. dollar, have been forming a giant tapering wedge since 2011 (Chart I-1). This type of chart formation does not necessarily get resolved by an up-move, nor does it indicate a clear bearish pattern either. Instead, it points toward a potential big move in either direction. For investors, the key to assess whether this wedge will be resolved with a rally or a rout is the trend in global monetary conditions and real rates. In our view, the global economic improvement witnessed in 2017 suggests the world needs less accommodation than at any point since the onset of the great financial crisis. Thus, global accommodation will continue to recede, global real rates will rise and gold will suffer. The Exit Of The Great Deflationary Forces Since the financial crisis, in order to generate any modicum of growth, global monetary authorities have been forced to maintain an incredible degree of monetary accommodation in the global financial system. Central banks' balance sheets have expanded massively, with the Federal Reserve, the European Central Bank, the Bank of Japan, the Bank of England and the Swiss National Bank all increasing their asset holdings by 16% of GDP, 26% of GDP, 70% of GDP, 17% of GDP and 97% of GDP respectively. Real rates too have been left at unfathomable levels, with average real policy rates in the U.S., the euro area, Japan and the U.K. standing at 0.13%, -1.15%, -0.19%, and -2.12%, respectively. Despite all this easing, core inflation in the OECD has only averaged 1.68% since 2010, and real growth 2.05% - well below the averages of 2.3% and 2.44%, respectively, from 2001 to 2007. Explaining this extraordinary situation have been three key anchors that have conspired to create strong deflationary forces that have necessitated all this stimulus: the first was U.S. private sector deleveraging, with at its epicenter the rebuilding of household balance sheets. The second was the euro area crisis, which also caused a forced deleveraging in the Spanish and Irish private sector as well as in the Greek and Portuguese public sectors. The third was China's purging of excess capacity in the steel and coal sectors, as well as various heavy industries. These three deflationary anchors seem to have finally passed. In the U.S., nonfinancial private credit is slowly showing signs of recovering. Households have curtailed their savings rate, suggesting a lower level of risk aversion. Even more importantly, the growth in savings deposits is sharply decelerating, which historically tends to be associated with a re-leveraging of the household sector and increasing consumption (Chart I-2). Strong new home sales point toward these developments. The corporate sector is also displaying an important change in behavior. Share buybacks are declining, and both capex intentions and actual capex are recovering smartly - powered by strong profit growth (Chart I-3). This is crucial as it suggests firms are not recycling the liquidity they generate through their operations or their borrowings in the financial markets. Thus, with banks easing their lending standards, additional debt accumulation by firms is likely to support aggregate demand, eliminating a key deflationary force in the global economy. Chart I-2Household Deleveraging Is Over Household Deleveraging Is Over Household Deleveraging Is Over Chart I-3Companies Are Borrowing To Invest Companies Are Borrowing To Invest Companies Are Borrowing To Invest Moreover, Jay Powell's nomination to helm the Fed is also important. He is a proponent of decreasing bank regulation, especially for small banks that greatly rely on loan formation for their earnings. A softening in regulatory stance on these institutions could contribute to higher credit growth in the U.S. With aggregate liquidity conditions of the private sector - shown by the ratio of liquid assets to liabilities - having already improved, and indicating that a turning point in U.S. inflation will soon be reached, more credit growth could further stoke inflation (Chart I-4). Europe as well is also escaping its own morose state. ECB President Mario Draghi's fateful words in July 2012 resulted in a compression of peripheral spreads as investors priced away the risk of a breakup of the euro area (Chart I-5). As a result, the massive policy easing associated with negative rates and the ECB's expanded asset purchase program was transmitted to the parts of the euro area that really needed that easing: the periphery. Now, Europe is booming: Monetary aggregates have regained traction, real GDP growth is growing at a 2.3% annual pace, PMIs are growing vigorously, and even the unemployment rate has fallen back below 9%. European inflation remains low, but nonetheless the nadir of -0.6% hit in 2015 has also passed (Chart I-6). Chart I-4Liquid Private Balance Sheet Point To Inflation Liquid Private Balance Sheet Point To Inflation Liquid Private Balance Sheet Point To Inflation Chart I-5Draghi Held The Key To Help Europe Draghi Held The Key To Help Europe Draghi Held The Key To Help Europe Chart I-6Europe Past The Worst Europe Past The Worst Europe Past The Worst In China too we have seen important progress. Curtailment to excess capacity in the steel and coal sectors as well as across a wide swath of industries are bearing fruit (Chart I-7). China is not the source of deflation that it was as recently as 2015. Industrial profits have stopped contracting, industrial price deflation is over, and even core consumer prices are showing signs of vigor, growing at a 2.28% pace, the highest since the 2010 to 2011 period (Chart I-8). Thanks to these developments, global export prices have stopped deflating and are now growing at a 4.64% annual pace. With the three deflationary anchors having been slain, global growth is now able to escape its lethargy, with industrial activity at its strongest since 2003, while global capacity utilization has improved (Chart I-9). This is giving global central banks room to remove their easing. The Fed has already hiked rates four times and is embarking on decreasing its balance sheet; the Bank of Canada has followed suit two times, and the BoE, one time. Even the ECB is now beginning to taper its own asset purchases. We do anticipate this trend to continue with more and more central banks, with potentially the exception of the BoJ, joining the fray as the global environment remains clement. Even the People's Bank of China is likely to keep tightening policy due to the increasingly inflationary environment being experienced. Chart I-7Chinese Excess Capacity Purge Chinese Excess Capacity Purge Chinese Excess Capacity Purge Chart I-8China Doesn't Export Deflation Anymore China Doesn't Export Deflation Anymore China Doesn't Export Deflation Anymore Chart I-9Central Banks Can Normalize Central Banks Can Normalize Central Banks Can Normalize Bottom Line: The three anchors of global deflation have been slain. Private sector deleveraging in the U.S. is over, the euro area has healed and Chinese excess capacity has declined. As a result, global economic activity is at its strongest level in 14 years, and deflationary forces are becoming more muted. This is giving global central banks an opportunity to normalize policy without yet killing the business cycle. Implications For Gold Gold is likely to fare very poorly in this environment. Gold can be thought of as a zero coupon, extremely long-maturity inflation-indexed bond. This means that gold is a function of both inflation and real rates. Currently, gold offers little protection against outright inflation, having moved out of line with prices by a very large margin (Chart I-10). This leaves gold extremely vulnerable to development in real rates and liquidity. Saying that central banks can begin to normalize policy is akin to saying that central banks are in a position where letting real rate rise is feasible. As Chart I-11 illustrates, there has been a strong negative relationship between TIPS yields and gold prices. Moreover, when one looks beyond the price of gold in U.S. dollars, one can see that gold has been negatively affected by higher bond yields (Chart I-11, bottom panel). BCA currently recommends an underweight stance on duration, one that is synonymous with lower gold prices.1 Chart I-10Gold Is Expensive Gold Is Expensive Gold Is Expensive Chart I-11Higher Interest Rates Equal Lower Gold Higher Interest Rates Equal Lower Gold Higher Interest Rates Equal Lower Gold Moreover, the Fed's own research suggests that its asset purchases have curtailed the term premium by 85 basis points. The balance sheet run-off that the U.S. central bank is engineering will weaken that impact to a more meager 60 basis points by 2024. This also points to lower gold prices, as gold prices have displayed a negative relationship with the term premium (Chart I-12). An outperformance of financials in general but banks in particular is also associated with poor returns for gold (Chart I-13). Strong financials are associated with growing loan volumes, which mean a lesser need for policy easing, which puts upward pressure on the cost of money. Anastasios Avgeriou, who heads BCA's sectoral research, has an overweight on banks both globally and in the U.S. on the basis of the stronger loan growth we are beginning to see around the world.2 This represents a dangerous environment for gold. Chart I-12Normalizing Term Premium ##br##Is Dangerous For Gold Normalizing Term Premium Is Dangerous For Gold Normalizing Term Premium Is Dangerous For Gold Chart I-13Bullish Banks Equals ##br##Bearish Gold Bullish Banks Equals Bearish Gold Bullish Banks Equals Bearish Gold Finally, there is an interesting relationship between real stock prices and real gold prices. When stocks are in a secular bull market, gold prices are typically in a secular bear market (Chart I-14). A secular bull market in stocks tends to happen in an environment where there is more confidence that growth is becoming more durable, where there is less fear that currencies will have to be debased to support economic activity, or where inflation is not a destructive force like it was in the 1970s. These are environments where real rates tend to have upside. The continued strength in global equity prices, which are again in a secular bull market, would thus contribute to an increase in currently still-depressed global real yields, and thus, create downside in gold. One key risk to our view is that the Fed falls meaningfully behind the curve and lets inflation rise violently, which would put downward pressure on real rates and cause a violent correction in global equity prices - prompting investors to price in an easing in monetary policy. Geopolitics are another key risk, particularly a ratcheting up in North Korea tensions. With our bullish stance on the dollar, we are inclined to short the yellow metal versus the greenback. Moreover, for the past eight years, when net speculative positions in gold have been as elevated as they are today relative to net wagers on the DXY, gold in U.S. dollar terms has tended to weaken (Chart I-15). However, the analysis above suggests that gold could weaken against G10 currencies in aggregate. Thus investors with a more negative dollar view than ours could elect to sell gold against the euro. Agnostic players should short gold equally against the USD and the EUR. Chart I-14Gold And Stocks Don't Like Each Other Gold And Stocks Don't Like Each Other Gold And Stocks Don't Like Each Other Chart I-15Tactical Risk To Gold Tactical Risk To Gold Tactical Risk To Gold Bottom Line: The outlook for gold is negative. As the global economy escapes its deflationary funk and global central banks begin abandoning emergency easing measures, real interest rates will rise and term premia will normalize, which will put downward pressure on gold prices. Additionally, BCA's positive stance on banks is corollary with a negative outlook on gold. The continued bull market in stocks is an additional hurdle for gold. New Zealand: A New Hot Spot Of Populism The formation of the Labour/NZ First/Green coalition has sent ripples through the kiwi. The reaction of investors is fully rational, as the Adern government is carrying a very populist torch, sporting a program of limiting foreign investments in housing, limiting immigration, increasing the minimum wage and creating a dual mandate for the Reserve Bank of New Zealand. The key question is whether this is a fad, or whether something more profound is at play in New Zealand. We worry it is the latter. New Zealand has suffered from a profound increase in inequality since pro-market reforms were implemented in the 1980s. New Zealand's gini coefficient is very elevated, but even more worrisome has been the deteriorating trend. As Chart I-16 illustrates, the ratio of income of the top 20% of households relative to the bottom 20% has been in a steady uptrend. Additionally, this trend is sharper once the cost of housing is incorporated into the equation. Moreover, as Chart I-17 shows, New Zealand has experienced one of the most pronounced increases in housing costs among the G10. Chart I-16Growing Inequalities In New Zealand Reverse Alchemy: How To Transform Gold Into Lead Reverse Alchemy: How To Transform Gold Into Lead Chart I-17Kiwi Housing Is Expensive Reverse Alchemy: How To Transform Gold Into Lead Reverse Alchemy: How To Transform Gold Into Lead It is undeniable that the impact of immigration has been real. Net migration has averaged 24 thousand a year since 2000, on a population of 4.8 million. Moreover, the labor participation rate of immigrants has been higher than that of the general population, reinforcing the perception that immigration has contributed to keeping wage growth low (Chart I-18). The effect of low wage growth - whether caused or not caused by the increase in the foreign-born population - has been to boost household credit demand, pushing the national savings rate into negative territory, something that was required if households were to keep spending. These developments suggest that kiwi populism is not a fad, and is in fact a factor that will remain present in New Zealand politics. It also implies that policies designed to limit foreign investments into housing as well as immigration are indeed popular and will be implemented. What are the economic implications of these developments? Immigration was a key source of growth for New Zealand. As Chart I-19 shows, the growth of the kiwi economy since 1985 has been driven by an increase in the labor force. In fact, over the past five years, 86% of growth has been caused by labor force growth, with a very limited contribution from productivity gains. More concerning, as Chart I-20 shows, 44% of the increase in the population growth since 2012 has been related to immigration. Chart I-18The Narrative: Foreigners Steal Our Jobs The Narrative: Foreigners Steal Our Jobs The Narrative: Foreigners Steal Our Jobs Chart I-19Kiwi Growth: Labor Force Is Key Kiwi Growth: Labor Force Is Key Kiwi Growth: Labor Force Is Key Chart I-20Labor Force Growth Could Halve Reverse Alchemy: How To Transform Gold Into Lead Reverse Alchemy: How To Transform Gold Into Lead Additionally, according to the IMF's Article IV consultation for New Zealand, immigration has boosted output significantly, contributing to total hours worked as well as forcing an increase in the capital stock, which has boosted capex (Table I-1). Hence, lower intakes of foreign-born workers is likely to push down the country's potential growth rate. Limiting immigration in New Zealand could therefore have a significantly negative impact on the country’s neutral rate. As Chart 21 demonstrates, the real neutral rate for New Zealand, as estimated using a Hodrick-Prescott filter, is around 2%. A falling potential growth rate would push down the equilibrium policy rate in New Zealand, limiting how high the RBNZ's terminal policy rate will rise in the future. This points toward downward pressure on the NZD on a long-term basis. Shorting NZD/CAD structurally makes sense at current levels, especially as Canada remains open to immigration and immune to populism, as income inequalities are much more controlled there (Chart I-22). Table I-1Impact Of Immigration On Growth Reverse Alchemy: How To Transform Gold Into Lead Reverse Alchemy: How To Transform Gold Into Lead Chart I-21Kiwi Neutral Rate Has Downside Kiwi Neutral Rate Has Downside Kiwi Neutral Rate Has Downside Chart I-22NZD/CAD: Long-Term Heavy NZD/CAD: Long-Term Heavy NZD/CAD: Long-Term Heavy Limiting immigration in New Zealand could therefore have a significantly negative impact on the country's neutral rate. As Chart I-21 demonstrates, the real neutral rate for New Zealand, as estimated using a Hodrick-Prescott filter, is around 2%. A falling potential Shorter-term, the picture is slightly brighter for the NZD. Credit growth is strong, and is pointing toward an increase in the cash rate next year. Additionally, consumer confidence is high, and the labor market is showing signs of tightness, especially as the output gap stands at 0.87% of GDP (Chart I-23). This tightness in the labor market could easily be catalyzed into higher wage growth, especially as the new government is tabulating a 4.76% increase in the minimum wage in the coming quarters. Thus, BCA continues to expect an uptick in kiwi inflation and higher kiwi rates, even if a dual mandate for the RBNZ is implemented. Our favored way to play this strength in the kiwi remains going short the AUD/NZD. Our valuation model points to a strong sell signal in this cross (Chart I-24). Moreover, speculators are very long the AUD relative to the NZD, which historically has provided a contrarian signal to short it. Additionally, the concentration of power around Chinese President Xi Jinping points towards more reform implementations in China - reforms that we estimate will be targeted at decreasing the reliance of growth on debt-fueled investment while increasing the welfare of households, which should help Chinese consumption. As a result, metals could suffer relative to consumer goods. With New Zealand being a big exporter of foodstuffs and dairy products, this should represent a positive terms-of-trade shock for the kiwi relative to the Aussie. Chart I-23Short-Term Positives In New Zealand Short-Term Positives In New Zealand Short-Term Positives In New Zealand Chart I-24Downside Risk To AUD/NZD Downside Risk To AUD/NZD Downside Risk To AUD/NZD Bottom Line: The increase in populism in New Zealand is being fueled by a sharp increase in inequalities and rising housing costs. Immigration, rightly or wrongly, has been blamed in the public narrative for these ills. The measures announced by the Adern government target these issues head on, and we expect they will be implemented. This hurts New Zealand's long-term growth profile, and thus the terminal rate hit by the RBNZ this cycle. This could hurt the NZD on a structural basis. Tactically, it still makes sense to be short AUD/NZD. A Word On The BoE The BoE increased rates this week for the first time in a decade, but now acknowledges that current SONIA pricing is correct, removing its mention that risks are skewed toward higher rates than anticipated by the market. The pound sold off sharply on the news. Consumer confidence and retailer orders point to further slowdown in consumption. Thus, we think the British OIS curve is currently well priced, limiting any potential rebound in the GBP. Brexit continues to spook markets, rightfully. The political theater is far from over, and the continued uncertainty is likely to weigh further on the U.K. economy. This is likely to generate additional downside risk in the pound over the coming months. Thus, on balance, our current assessment is that the risks are too high to make a bullish bet on the GBP for now. A progress in the negotiations between the U.K. and the EU is needed before investors can buy the GBP, a currency that is cheap on a long-term basis. Mathieu Savary, Vice President Foreign Exchange Strategy mathieu@bcaresearch.com Haaris Aziz, Research Assistant haarisa@bcaresearch.com 1 Please see Global Fixed Income Strategy Weekly Report, titled "Follow The Fed, Ignore The Bank Of England" dated September 19, 2017, available at gfis.bcaresearch.com 2 Please see Global Alpha Sector Strategy Weekly Report, titled "Buy The Breakout" dated May 5, 2017, available at gss.bcaresearch.com and U.S. Equity Strategy Weekly Report, titled "Girding For A Breakout?" dated May 1, 2017, available at uses.bcaresearch.com Currencies U.S. Dollar Chart II-1USD Technicals 1 USD Technicals 1 USD Technicals 1 Chart II-2USD Technicals 2 USD Technicals 2 USD Technicals 2 U.S. data was mixed: Core PCE was unchanged at 1.3%, and in line with expectations; Headline PCE was also unchanged at 1.6%; ISM Prices Paid came in at 68.5, beating expectations of 68; ISM Manufacturing came in weaker than expected. In other news, Jerome Powell is President Trump's pick as the next Fed chairman to replace Janet Yellen. Market reaction was muted as Powell is expected to continue in Yellen's footsteps and hike rates at a similar pace. While the Fed decided to leave rates unchanged this month, the probability of a December rate hike went up to 98%. We expect the USD bull market to strengthen next year when inflation re-emerges. Report Links: It's Not My Cross To Bear - October 27, 2017 Currency Hedging: Dynamic Or Static? - A Practical Guide For Global Investors - September 29, 2017 Updating Our Long-Term Fair Value Models - September 15, 2017 The Euro Chart II-3EUR Technicals 1 EUR Technicals 1 EUR Technicals 1 Chart II-4EUR Technicals 2 EUR Technicals 2 EUR Technicals 2 Data out of Europe was mixed: German and Italian inflation underperformed expectations and weakened compared to last month, while French inflation beat expectations; Overall European headline and core inflation also mixed expectations, coming in at 1.4% and 1.1% respectively; European preliminary GDP, however, beat expectations of 2.4%, coming in at 2.5%; The unemployment rate dropped to 8.9% for the euro area; The euro was up on Thursday after the nomination of Jerome Powell as Fed chair. His nomination represents a continuity of monetary policy. Despite this, we believe the re-emergence of inflation will cause the Fed to continue hiking after the December hike, deepening downward pressure on the euro next year. Report Links: Market Update - October 27, 2017 Currency Hedging: Dynamic Or Static? - A Practical Guide For Global Investors - September 29, 2017 Updating Our Long-Term Fair Value Models - September 15, 2017 The Yen Chart II-5JPY Technicals 1 JPY Technicals 1 JPY Technicals 1 Chart II-6JPY Technicals 2 JPY Technicals 2 JPY Technicals 2 Recent Japanese data has been mixed: Housing starts yearly growth came above expectations, coming in at -2.9%. However, housing starts did accelerate their contraction from August, when they were falling by 2% year-on-year. Industrial Production yearly growth came in above expectations, at 2.5%. However the jobs-to-applicants ratio came below expectations, staying put at 1.52. On Tuesday the BoJ left rates unchanged. Additionally the committee vowed to keep 10-year government bond yield around 0% and to continue their ETF purchases. More importantly, however, was the Bank of Japan's change to its outlook for inflation, which was decreased for this year. We continue to believe that deflation is too entrenched in Japan for the BoJ to change its policy stand. Thus, we expect USD/JPY to keep grinding higher, as U.S. monetary policy becomes more hawkish vis-à-vis Japan. Report Links: Currency Hedging: Dynamic Or Static? - A Practical Guide For Global Investors - September 29, 2017 Updating Our Long-Term Fair Value Models - September 15, 2017 10 Charts For A Late-August Day - August 25, 2017 British Pound Chart II-7GBP Technicals 1 GBP Technicals 1 GBP Technicals 1 Chart II-8GBP Technicals 2 GBP Technicals 2 GBP Technicals 2 Recent data in the U.K. has surprised to the upside: Mortgage Approvals also outperformed expectations, coming in at 66.232 thousand. Moreover Nationwide house price yearly growth also outperformed, coming at 2.5% Both Markit Manufacturing PMI and Construction PMI outperformed, coming in at 56.3 and 50.8 respectively. The BoE hiked rates yesterday by 25 basis points as expected. Moreover, the committee also voted unanimously to maintain the stock of UK government bond purchases. However, the committee also acknowledged that inflation was not be the only effect of Brexit on the economy. They highlighted that uncertainty about the exit from the European Union was hurting activity despite a positive global growth backdrop. Overall, we think that the BoE will not deviate from the interest rate path priced into the OIS curve. Report Links: Currency Hedging: Dynamic Or Static? - A Practical Guide For Global Investors - September 29, 2017 Updating Our Long-Term Fair Value Models - September 15, 2017 Balance Of Payments Across The G10 - August 4, 2017 Australian Dollar Chart II-9AUD Technicals 1 AUD Technicals 1 AUD Technicals 1 Chart II-10AUD Technicals 2 AUD Technicals 2 AUD Technicals 2 Australian data was mixed: HIA New Home Sales contracted by 6.1%; AiG Performance of Manufacturing Index came in at 51.1, less than the previous 54.2; Exports increased by 3%, while imports stayed flat at 0%; The trade balance increased to AUD 1.745 bn, compared to the expected AUD 1.2 bn, and above the previous AUD 873 mn. The AUD was up on the release of the trade balance. But underlying slack in the economy, which worries RBA officials, points to a low fair value for the AUD. The AUD will be the poorest performer out of the commodity currencies, due to the relative strength of those economies and of oil relative to metals. Report Links: Currency Hedging: Dynamic Or Static? - A Practical Guide For Global Investors - September 29, 2017 Updating Our Long-Term Fair Value Models - September 15, 2017 10 Charts For A Late-August Day - August 25, 2017 New Zealand Dollar Chart II-11NZD Technicals 1 NZD Technicals 1 NZD Technicals 1 Chart II-12NZD Technicals 2 NZD Technicals 2 NZD Technicals 2 Recent data in New Zealand has been positive: The unemployment rate came below expectations at 4.6%, it also decreased from last quarter's 4.8% reading. The participation rate came above expectations, at 71.1%. It also increased from 70% on the previous quarter. The Labour cost Index came in line with expectations at 1.9% yearly growth. However it increased from 1.6% in the previous quarter. Overall the New Zealand economy looks very strong. This should warrant a hike by the RBNZ. However the new government create a new set of long-term risks. The elected government is a response to the high inequality and high migration that the country had experienced in the recent years. Overall the plans to reduce immigration and install a double mandate to the RBNZ are bearish for the NZD, as the neutral rate of New Zealand would be structurally lowered. Report Links: Updating Our Long-Term Fair Value Models - September 15, 2017 Balance Of Payments Across The G10 - August 4, 2017 Bad Breadth - July 7, 2017 Canadian Dollar Chart II-13CAD Technicals 1 CAD Technicals 1 CAD Technicals 1 Chart II-14CAD Technicals 2 CAD Technicals 2 CAD Technicals 2 Canadian data has been weak recently: The raw material price index contracted by 0.1%; Industrial product prices contracted at a 0.3% monthly rate; GDP also contracted at a 0.1% monthly pace; Manufacturing PMI came out at 54.3, lower than the previous 55. In addition to this, Poloz identified several issues with the Canadian economy in his speech on Tuesday. These included the deflationary effects of e-commerce, slack in the labor market, subdued wage growth, and the elevated level of household debt. The probability of a rate hike has fallen to 22% for December, and it only rises above 50% in March next year. The CAD has lost a lot of its value since the BoC began hiking, but we believe it will resume hiking next year. Increasing oil prices will also mean that that CAD will outperform other G10 currencies. Report Links: Market Update - October 27, 2017 Currency Hedging: Dynamic Or Static? - A Practical Guide For Global Investors - September 29, 2017 Updating Our Long-Term Fair Value Models - September 15, 2017 Swiss Franc Chart II-15CHF Technicals 1 CHF Technicals 1 CHF Technicals 1 Chart II-16CHF Technicals 2 CHF Technicals 2 CHF Technicals 2 Recent data in Switzerland has been positive: The SVME Purchasing Manager's Index came above expectations at 62 in October. It also increased from the September reading. The KOF leading indicator also outperformed expectations significantly, coming at 109.1. EUR/CHF continues to climb unabated and is now only 3% from where it was before the SNB let the franc appreciate in January of 2015. Overall we see little indication that the SNB would let the franc appreciate again in the near future. On Wednesday, SNB Vice President Zurbruegg continued to talk down the franc by stating that a stronger CHF would cause a growth slowdown and that the CHF is still highly valued. Thus we expect downside in EUR/CHF to be limited for the time being. Report Links: Updating Our Long-Term Fair Value Models - September 15, 2017 Balance Of Payments Across The G10 - August 4, 2017 Who Hikes Next? - June 30, 2017 Norwegian Krone Chart II-17NOK Technicals 1 NOK Technicals 1 NOK Technicals 1 Chart II-18NOK Technicals 2 NOK Technicals 2 NOK Technicals 2 Recent data in Norway has been mixed: Retail sales growth underperformed expectations, as they contracted by 0.8% in September. However Norway's credit indicator surprised to the upside, coming in at 5.8%. Since September USD/NOK has appreciated by nearly 6%. This has been in an environment where oil has rallied by nearly 20%. Although this divergence might seem counterintuitive, it confirms our previous findings: USD/NOK is much more sensitive to real rate differentials than to oil prices. Inflationary pressures are still very tepid in Norway, while inflation is set to go higher in the U.S. These factors will further amplify the monetary policy divergences between these 2 countries, and consequently propel USD/NOK higher. Report Links: Updating Our Long-Term Fair Value Models - September 15, 2017 10 Charts For A Late-August Day - August 25, 2017 Balance Of Payments Across The G10 - August 4, 2017 Swedish Krona Chart II-19SEK Technicals 1 SEK Technicals 1 SEK Technicals 1 Chart II-20SEK Technicals 2 SEK Technicals 2 SEK Technicals 2 Swedish Manufacturing PMI decreased to 59.3 from 63.7, below the expected 62. EUR/SEK has appreciated to June levels, implying that markets have priced out any potential hawkishness by the Riksbank. Similarly, USD/SEK has risen by 6.2% from September lows. This is due to the re-chairing of Stefan Ingves, known for negative rates and quantitative easing. On the opposite side of the trade, President Trump elected Jerome Powell as the next Fed chair who will most likely continue the rate hike path highlighted by Janet Yellen. This will add further upward pressure on USD/SEK. Report Links: Updating Our Long-Term Fair Value Models - September 15, 2017 Balance Of Payments Across The G10 - August 4, 2017 Who Hikes Next? - June 30, 2017 Trades & Forecasts Forecast Summary Core Portfolio Closed Trades

Highlights EM EPS has recovered, supporting the current rally. However, forward-looking indicators portend a reversal and potential renewed contraction in EM EPS. BCA's Emerging Markets Strategy team has a more pessimistic outlook than the BCA house view, which is upbeat on the prospects for China's capex growth and commodity prices. The ongoing liquidity tightening in China amid lingering credit excesses is bound to produce major negative growth surprises. The authorities will reverse the ongoing monetary tightening only if the pain on the ground becomes visible or the economic data deteriorates significantly. Financial markets will sell off considerably in advance. In Chile, take profits on the receiving 3-year swap rate trade; stay neutral on this bourse within an EM equity portfolio. Feature EM Profit Recovery: How Enduring? EM equities have not only advanced in absolute terms but have also outperformed developed market (DM) share prices considerably since early this year. This outperformance has been rationalized by a recovery in EM earnings per share (EPS). Indeed, EM EPS has revived briskly in recent months (Chart I-1A). Chart I-1AEM/China Profits Growth To Roll Over (I) EM/China Profits Growth To Roll Over (I) EM/China Profits Growth To Roll Over (I) Chart I-1BEM/China Profits Growth To Roll Over (II) EM/China Profits Growth To Roll Over (II) EM/China Profits Growth To Roll Over (II) For this rally to continue, EM EPS would need to continue to expand further. We do not expect this. On the contrary, our bet is that EM EPS growth will slow considerably later this year and most likely contract in early 2018. Our basis is that the growth (first derivative) and impulse (second derivative) of EM & Chinese narrow money (M1) has in the past led their respective profit cycle (Chart I-1A and Chart I-1B). If these relationships hold and EM EPS growth dwindles later this year, EM share prices should begin to sense it now, and start falling back very soon. Interestingly, EM EPS net revisions have failed to rise above the zero line despite the recent rebound in profits (Chart I-2, top panel). This is in contrast to DM EPS net revisions, which have surged well above zero (Chart I-2, middle panel). As a result, recent EM relative outperformance against their DM peers has occurred despite the drop in relative net EPS revisions (Chart I-2, bottom panel). This presages EM equity analysts are not revising upward their forward estimates for EM EPS, despite the ongoing rally in share prices. This is extremely puzzling (and rare) and may be a reflection of recent weakness in commodities prices - or the fact that expectations for EM EPS growth were already elevated. We do not place much emphasis on analysts' EPS revisions because the latter swing with stock prices - they have zero forecasting power for share prices. We highlight this fact simply to counter the common market narrative that EM corporate earnings growth expectations are improving, driving EM bourses higher. Bottom Line: EM EPS has recovered, supporting the current rally. However, forward-looking indicators portend a reversal and potential renewed contraction in EM EPS nine months ahead. Importantly, EM equity prices relative to DM shares are at a major technical juncture (Chart I-3). A decisive breakout would be a very bullish technical signal, whereas a failure to break out would be an important warning sign. We continue to bet on the latter. Chart I-2EPS Net Revisions: EM And DM EPS Net Revisions: EM And DM EPS Net Revisions: EM And DM Chart I-3Relative Equity Performance: EM Versus DM Relative Equity Performance: EM Versus DM Relative Equity Performance: EM Versus DM China's Credit Cycle And Commodities Redux Our overarching theme has been and remains that China is tightening liquidity amid a lingering credit bubble. This cannot end well for financial markets that are exposed China's growth. Here we revisit our rationale for a credit slowdown in China and its impact on EM. Chinese interest rates have risen dramatically since last November across the entire yield curve. The 3-month interbank rate and AA- on-shore corporate bond yields both have risen by about 200 basis points since November 1, 2016. Monetary policy works with a time lag, and higher interest rates warrant a slowdown in credit growth (Chart I-4). In turn, it takes only a deceleration in credit growth for the credit impulse - the second derivative of outstanding credit - to turn negative. The falling credit and fiscal impulse will consequently lead to a relapse in Chinese import volumes and EM EPS (Chart 5), in turn weighing on commodity prices and non-commodity producing countries like Korea and partially Taiwan. Mainland import volumes contracted mildly in the second half of 2015, as demonstrated in Chart I-5. De facto, from the perspective of the rest of the world, China was in mild recession in late 2015. Not surprisingly, global risk assets in general, and particularly those exposed to China, tumbled. Chart I-4China: Higher Rates Point To##br## Negative Credit Impulse China: Higher Rates Point To Negative Credit Impulse China: Higher Rates Point To Negative Credit Impulse Chart I-5China's Credit Impulse Heralds ##br##Slowdown In Its Imports China's Credit Impulse Heralds Slowdown In Its Imports China's Credit Impulse Heralds Slowdown In Its Imports We expect China import volumes to shrink again by the end of this year or early next. Some sort of replay of 2015 is a real possibility. The broad-based yet mild selloff in commodities since early this year (Chart I-6) amid weakness in the U.S. dollar exchange rate gives us confidence in our view. Chart I-6ABroad-Based Selloff In Commodities (I) Broad-Based Selloff In Commodities (I) Broad-Based Selloff In Commodities (I) Chart I-6BBroad-Based Selloff In Commodities (II) Broad-Based Selloff In Commodities (II) Broad-Based Selloff In Commodities (II) Our colleagues at BCA have attributed the selloff in commodities this year to deleveraging in China's shadow banking system, and to traders worldwide closing their long positions. They expect an improving commodities supply-demand balance to support prices going forward. It makes sense to us to explain the selloff in commodities as having been caused by deleveraging in China's shadow banking system. Yet to be consistent, we should also acknowledge that the rally in commodities last year was to a large extent driven by the same forces in reverse: non-commercial buyers (investors) buying commodities both in China and elsewhere. In short, this signifies there was little improvement in worldwide commodities demand last year. In 2016, rising commodities prices provided a significant boost to commodity-producing countries and underlying corporate profits - and ultimately EM risk assets. The drop in commodities prices this year, if sustained, should lead to the opposite dynamic: income/profits among commodities countries/companies will drop. As such, falling commodities prices amid diminishing investor demand for commodities is bearish for EM risk assets. Where we differ from the majority of our colleagues at BCA is that we expect Chinese credit growth to decelerate, thereby weighing on its capital spending and depressing demand for commodities (please refer to Chart I-5). We have written extensively1 on this topic and will not fully rehash our view that China's annual credit growth will decelerate from the current 12% to somewhere around 8% in the next 12-18 months. In short, China's corporate and household credit-to-GDP ratio cannot rise indefinitely from an already high level of 225% of GDP. Credit growth will likely downshift to a level of sustainable nominal GDP growth, which is probably around 8%. Our main disagreement with our colleagues on structural issues is as follows: we believe China's credit excesses are not a natural outcome of the nation's high savings rate but rather the outcome of a speculative credit boom driven by high-risk behavior among creditors and debtors.2 Tightening liquidity amid such speculative excesses creates a very bearish backdrop for risk assets exposed to China's credit cycle. The bullish camp on China has recently pointed to a strong recovery in mainland nominal GDP growth, which in their view suggests that double-digit credit growth in China is not excessive (Chart I-7). However, such a surge in nominal GDP growth has been due to the GDP deflator rising from zero in the fourth quarter of 2015 to 5% in the first quarter of this year. Importantly, the swings in the GDP deflator almost perfectly correlate with the fluctuation in commodities prices (Chart I-8). This proves how much China's economy is exposed to commodities cycles and how much of nominal GDP swings are stipulated by resource price swings. Chart I-7China: Credit And ##br##Nominal GDP Growth China: Credit And Nominal GDP Growth China: Credit And Nominal GDP Growth Chart I-8China's GDP Deflator Is Very Sensitive##br## To Commodities Prices China's GDP Deflator Is Very Sensitive To Commodities Prices China's GDP Deflator Is Very Sensitive To Commodities Prices As commodities prices decline, China's GDP deflator, producer prices and nominal GDP growth will all dwindle. Thereby, China's underlying steady state nominal GDP growth is probably around 8% at best (5.5-6% real growth), with inflation of 2-2.5% (assuming flat commodities prices). If this is indeed the case, corporate and household credit growth of 12% entails a further build-up of leverage and an escalating non-public credit-to-GDP ratio, which already stands at 225% of GDP: corporate debt is 180% and household debt is at 45% of GDP. Bank loans account for 70%, while shadow (non-bank) funding channels (corporate bonds, trust products, entrusted loans, and banker's acceptance) constitute 30% of outstanding non-public credit or 65% of GDP. Both are growing at an annual rate of 11-12.5% (Chart I-9). On the whole, the share of shadow banking is non-trivial and its current growth pace is unsustainable amid ongoing regulatory tightening and rising interest rates. Furthermore, banks are themselves exposed to shadow banking as their claims on non-depository financial institutions have risen exponentially from RMB 3 trillion to RMB 27 trillion over the past five years. In regard to non-standard credit assets,3 our estimates are that banks' off-balance-sheet exposure is RMB 10 trillion compared with RMB 18.3 trillion of their balance-sheet non-standard credit assets. The off-balance-sheet credit exposure to non-standard credit assets is much larger for medium and small banks than the largest five (Table I-1). We discussed these issues in greater detail in our June 15, 2016 Special Report titled "Chinese Banks' Ominous Shadow". Chart I-9Bank Loans And Non-Bank (Shadow) Credit Growth Bank Loans And Non-Bank (Shadow) Credit Growth Bank Loans And Non-Bank (Shadow) Credit Growth Chart I- With banks being forced by regulators to bring off-balance-sheet assets onto their balance sheets, their capital adequacy ratios will drop and their ability to sustain double-digit credit growth will be curtailed. Chart I-10Stay With Short Small / Long Large ##br##Banks Equity Trade Stay With Short Small / Long Large Banks Equity Trade Stay With Short Small / Long Large Banks Equity Trade The risks to medium and small banks is greater than to the large five banks. That is why we reiterate our recommendation from October 26, 2016 to short small banks versus large ones (Chart I-10). As a final note, we are often asked whether the government will provide a bail out if things deteriorate. Yes, we concur that policymakers will step in and backstop a financial system to preclude a systemic crisis. However, they are tightening now, and like the rest of us have little visibility. The authorities will meaningfully reverse the ongoing monetary tightening only if the pain on ground becomes visible or economic data deteriorate considerably. Financial markets will sell off materially in advance. Bottom Line: Investors should not be long China-plays, commodities and EM risk assets when mainland policy tightening is occurring amid lingering speculative credit excesses. Arthur Budaghyan, Senior Vice President Emerging Markets Strategy arthurb@bcaresearch.com Strategy For Chilean Markets We recommended receiving 3-year swap rates on November 2, 2016 and this position has panned out with rates dropping by 30 basis points. We now recommend booking profits. The following has led us to conclude that the risk-reward profile of this position is no longer attractive: The improvement in narrow money (M1) growth points in a bottom in the economic activity indicator (Chart II-1). Mining production plunged amid the strikes in the world's largest copper producer Codelco (Chart II-2, top panel) and manufacturing production has also been contracting (Chart II-2, bottom panel). A period of improvement in mining and manufacturing output from a very low base is likely. Chart II-1Book Profits On Receiving ##br##3-Year Swap Rate Position Book Profits On Receiving 3-Year Swap Rate Position Book Profits On Receiving 3-Year Swap Rate Position Chart II-2Chile: Money And Economic##br## Activity Are Bottoming Out Chile: Money And Economic Activity Are Bottoming Out Chile: Money And Economic Activity Are Bottoming Out This will ameliorate overall business conditions and cause the central bank, at least for the time being, to halt the easing cycle. The pace of expansion in employment, wage growth, and consumer credit remains decent (Chart II-3). This will put a floor under household spending growth for now. Odds are that copper prices will decline meaningfully in the next nine months or so, which will cause the Chilean peso to depreciate. Although a depreciating currency will not to lead to materially higher interest rates in Chile, it will limit downside in local rate expectations. Finally, local 3-year swap rates and their spread over U.S. 3-year bond yields are extremely low from a historical perspective (Chart II-4). At this point, there is little value left in Chilean local rates. Chart II-3Chile's Mining And Manufacturing ##br##A Period Of Stabilization Ahead Chile's Mining And Manufacturing A Period Of Stabilization Ahead Chile's Mining And Manufacturing A Period Of Stabilization Ahead Chart II-4Chile: Consumer Spending##br## Is Holding Up Chile: Consumer Spending Is Holding Up Chile: Consumer Spending Is Holding Up Investment Conclusions Chart II-5Chilean Local Rates Spreads Over ##br##U.S. Treasurys: Not Much Value Left Chilean Local Rates Spreads Over U.S. Treasurys: Not Much Value Left Chilean Local Rates Spreads Over U.S. Treasurys: Not Much Value Left We do not expect the central bank to hike but the downside in local rates is limited for the time being. Take profits on the receiving 3-year swap rate trade. As to equities, the outlook for relative performance is balanced; we continue recommending a benchmark weight in Chile for dedicated EM equity portfolios. For absolute return investors, the risk-reward profile is not attractive because our profit margin proxy points to a relapse in corporate earnings (Chart II-5). Unit labor costs are rising faster than the core inflation rate, producing a profit margin squeeze (Chart II-5, bottom panel). Finally, we continue shorting the peso versus the U.S. dollar as a bet on lower copper prices. 1 Please refer to the Emerging Markets Strategy Special Reports titled, "Do Credit Bubbles Originate From High National Savings?", dated January 18, 2017, Misconceptions About China's Credit Excesses", dated October 26, 2016 and "China's Money Creation Redux And The RMB", dated November 23, 2016, available at ems.bcaresearch.com 2 Please refer to the Emerging Markets Strategy Special Reports titled, "The Great Debate: Does China Have Too Much Debt Or Too Much Savings?", dated March 23, 2017, "Do Credit Bubbles Originate From High National Savings?", dated January 18, 2017, "Misconceptions About China's Credit Excesses", dated October 26, 2016 and "China's Money Creation Redux And The RMB", dated November 23, 2016, available at ems.bcaresearch.com 3 Non-standard credit assets are banks' claims on corporates that are not classified as loans. For more details please refer to the Emerging Markets Strategy Special Report titled, "Chinese Banks' Ominous Shadow", dated June 15, 2016, available at ems.bcaresearch.com Equity Recommendations Fixed-Income, Credit And Currency Recommendations