Disasters/Disease

Highlights A decline in the marginal propensity to spend out of both income and wealth over the past few decades generated a flood of excess savings. Facing a chronic shortfall of aggregate demand, central banks had no choice but to cut interest rates. This inflated asset prices. Looking out, the marginal propensity to spend should rise as household deleveraging pressures abate, retiring baby boomers shift from being savers to dissavers, and labor’s share of income increases. While rising bond yields will be a headwind to equities, continued above-trend global growth, upward earnings revisions, forthcoming Chinese fiscal stimulus, and a cresting in the number of new Delta variant cases all justify overweighting stocks on a 12-month horizon.  A more cautious stance towards equities will be appropriate in two years’ time once stagflationary forces begin to assert themselves. The Keynesian Cross The “Keynesian Cross” is one of the first diagrams that students encounter in introductory macroeconomic courses (Chart 1). It simply plots Aggregate Expenditure (AE) versus output (Y). Chart 1The Keynesian Cross Financial Markets Face The Keynesian Cross Financial Markets Face The Keynesian Cross Aggregate expenditure consists of personal consumption, capital investment, government expenditure, and net exports:   (1)                                            Financial Markets Face The Keynesian Cross Financial Markets Face The Keynesian Cross                        If spending exceeds output, inventories will decline, causing firms to raise production. In contrast, if output exceeds spending, inventories will increase, prompting companies to cut production. Hence, the economy gravitates towards a level of output where inventories are stable; that is, where AE is equal to Y. Importantly, this level of production may or may not correspond to full employment. Introducing Asset Prices The Keynesian Cross model does not explicitly include asset prices. However, this can be easily rectified by postulating that spending depends on both income and wealth. For example, let us express consumption as:   (2)                                   Financial Markets Face The Keynesian Cross Financial Markets Face The Keynesian Cross                                 In this equation, α is the marginal propensity to consume out of wealth (i.e., how much consumption rises for every dollar increase in wealth, W) while β is the marginal propensity to consume out of income, Y.1  An increase in asset prices will boost wealth, leading to more consumption. A Simple But Illuminating Identity Consider the case where inventories are stable. Substituting equation (2) into equation (1) and then dividing by Y yields:   (3)                                      Financial Markets Face The Keynesian Cross Financial Markets Face The Keynesian Cross                  The equation above is an identity. It does not say that a change in one term must lead to a change in another term in any causal sense of the word. All it says is that the terms on the right-hand side of the equation must add up to one. Suppose, for example, that α or β were to decline. If that were to happen, consumption would fall, leading to lower output. In order to restore output to its original level, either wealth would need to rise or some combination of investment, government spending, and net exports would need to increase. Upward Pressure On Savings There are at least three reasons to think that α and β have declined since the early 1980s: Chart 2US Household Debt Burdens Have Eased Significantly Over The Past Decade US Household Debt Burdens Have Eased Significantly Over The Past Decade US Household Debt Burdens Have Eased Significantly Over The Past Decade Deleveraging: The need for households in economies such as the US to repair their balance sheets in the aftermath of the Global Financial Crisis put upward pressure on desired savings, leading to a decrease in β. The inability to use the equity in one’s home to finance consumption also lowered α. To this day, outstanding home equity line of credit (HELOC) balances in the US are a shadow of their former selves (Chart 2).  Demographics: Savings vary over the life cycle. In general, savings are highest between the ages of 35 and 60 (Chart 3). The percentage of households in developed economies in their peak savings years began to increase in the late 1970s. While the trend has reversed in recent years, the ratio of workers-to-consumers in most countries (the so-called “support ratio”) remains elevated (Chart 4). Inequality: Higher income households save a greater share of their incomes than lower income households. As Atif Mian, Ludwig Straub, and Amir Sufi documented at last week’s Jackson Hole symposium, the rise in income inequality since 1980 has pushed up desired savings, thus lowering β in the process (Chart 5). Likewise, there is evidence that wealthier households tend to spend less of every additional dollar of wealth than poorer households.2 To the extent that wealth inequality has also increased since 1980, α has declined.   Chart 3ASavings Peak Around Middle Age (I) Savings Peak Around Middle Age (I) Savings Peak Around Middle Age (I) Chart 3BSavings Peak Around Middle Age (II) Savings Peak Around Middle Age (II) Savings Peak Around Middle Age (II)   Chart 4AIncreased Desired Savings Corresponded To A Rise In Support Ratios (I) Increased Desired Savings Corresponded To A Rise In Support Ratios (I) Increased Desired Savings Corresponded To A Rise In Support Ratios (I) Chart 4BIncreased Desired Savings Corresponded To A Rise In Support Ratios (II) Increased Desired Savings Corresponded To A Rise In Support Ratios (II) Increased Desired Savings Corresponded To A Rise In Support Ratios (II)       Chart 5Income Inequality Has Skewed The Composition Of Savings Financial Markets Face The Keynesian Cross Financial Markets Face The Keynesian Cross   The Need For Policy Support The decline in α and β over the past few decades could have been offset by an increase in investment or net exports. Unfortunately, at least in the US, that never happened (Chart 6). The US trade deficit in goods and services stood at 3.9% of GDP in Q2 of 2021, the highest in 12 years. The non-petroleum trade deficit is at a record high. Investment spending also remains below the levels reached in the pre-GFC period. The shortfall in aggregate demand put pressure on policymakers to spur the economy. The results were somewhat mixed. Looking at the US, government spending on goods and services rose substantially during the Great Recession. However, spending then proceeded to fall to multi-decade lows as a share of GDP by 2019 (Chart 7). Transfer payments were also broadly stable as a share of GDP in the decade leading up to the pandemic. The Trump tax cuts reduced government revenue by around 1.7% of GDP. However, as we have noted in the past, the impact of the tax cuts on aggregate demand was fairly small. Chart 6US Private Sector Investment Remains Below Its Pre-GFC Peak While The Non-Petroleum Trade Deficit Is At A Record High US Private Sector Investment Remains Below Its Pre-GFC Peak While The Non-Petroleum Trade Deficit Is At A Record High US Private Sector Investment Remains Below Its Pre-GFC Peak While The Non-Petroleum Trade Deficit Is At A Record High Chart 7Fiscal Policy Has Been More Reactive Than Proactive In The US Fiscal Policy Has Been More Reactive Than Proactive In The US Fiscal Policy Has Been More Reactive Than Proactive In The US After surging during the pandemic, both direct government expenditure and transfer payments have come off their highs. Tax rates are also likely to rise for upper income earners and corporations. Nevertheless, with Congress set to pass a $550 billion infrastructure bill and a $3.5 trillion budget reconciliation bill, US fiscal policy will remain more stimulative over the next few years than it was in the pre-pandemic period. The same is likely to be true outside the US (Chart 8). Chart 8Fiscal Policy: Tighter But Not Tight Financial Markets Face The Keynesian Cross Financial Markets Face The Keynesian Cross Central Banks To The Rescue This brings us to monetary policy. In the post-GFC period, lower interest rates helped keep capital investment from falling more than it would have otherwise. In addition, lower rates discouraged savings, thus supporting consumption. And, with other central banks also cutting rates, the decision by the Fed to maintain low rates prevented the dollar from strengthening excessively. Beyond the direct benefits to the economy, lower rates increased the prices of long-duration assets such as equities and homes. This raised W in the equations above. The resulting “wealth effect” stoked consumer spending, while also encouraging new investment (particularly in real estate). Excess Savings Should Diminish Looking out, there are a few reasons to think that α and β will begin trending higher, leading to more spending and less need for ultra-accommodative monetary policies: Chart 9Wealth Accumulation Through The Ages Financial Markets Face The Keynesian Cross Financial Markets Face The Keynesian Cross Deleveraging pressures have abated. In the US, the ratio of household debt-to-disposable income has returned to pre-housing bubble levels. Debt-servicing costs are at a multi-decade low. Baby boomers are leaving the labor force. They hold over half of US household wealth, considerably more than younger generations (Chart 9). As baby boomers transition from being net savers to net dissavers, national savings will fall.   Chart 10A Tight Labor Market Eventually Bolsters Wages A Tight Labor Market Eventually Bolsters Wages A Tight Labor Market Eventually Bolsters Wages Governments are working to mitigate income inequality. Not only are redistributionist policies increasingly in vogue, but policymakers are trying to run economies hot. Historically, a tight labor market has curbed income inequality, while driving up workers’ share of overall income (Chart 10). Upside For Bond Yields, Both Near And Far Bond yields in the major economies likely hit a generational low last summer. Yields should rise over the coming years, first as slack diminishes, and later as structural forces reduce the amount of excess savings sloshing around the global economy. In the near term, a cresting of the Delta variant wave will prop up Treasury yields. While the number of new cases in the US continues to rise, the second derivative has turned for the better. A heat map shows that the weekly growth in new cases has slowed substantially in most US states (Chart 11). Chart 11The Delta Variant Wave Is Fading In The US Financial Markets Face The Keynesian Cross Financial Markets Face The Keynesian Cross Globally, the Delta variant wave is abating (Chart 12). The transmission rate has clearly peaked within the G7 (Chart 13). The number of cases has begun to fall in recent hot spots such as Indonesia and Thailand. And, after rising above 100, the 7-day average of new cases in China has fallen back to 30. Chart 12The Delta Wave Is Cresting Financial Markets Face The Keynesian Cross Financial Markets Face The Keynesian Cross Chart 13The Covid Transmission Rate Is Falling Again The Covid Transmission Rate Is Falling Again The Covid Transmission Rate Is Falling Again The tapering of bond purchases by the major central banks should also lift yields. Canada began tapering this past April. BCA’s fixed-income experts expect the Fed to start paring back purchases by the end of this year, with the ECB and BoE following suit in early 2022. We do not expect bond markets to become unhinged. Central banks would strongly push back against an excessive rise in yields. Nevertheless, a move in the US 10-year Treasury yield to 1.8% by early next year seems reasonable. Stocks Can Withstand Rising Bond Yields… For Now Chart 14Equity Valuations and Real Bond Yields Have Tended To Move In Tandem Equity Valuations and Real Bond Yields Have Tended To Move In Tandem Equity Valuations and Real Bond Yields Have Tended To Move In Tandem Equity valuations have broadly tracked real bond yields over the past few years (Chart 14). While higher yields will weigh on equity prices, there are a number of remaining tailwinds for stocks: Growth will remain above trend in the foreseeable future: Bloomberg consensus estimates foresee the global economy growing at an above-trend pace well into next year (Table 1). We agree with this assessment, and in fact, see upside risks to consensus growth forecasts. In particular, Chinese growth is likely to accelerate later this year as credit growth rebounds and fiscal spending increases. Local governments used less than 40% of their annual debt issuance quotas as of the end of July. Typically by that time of the year, they have used 70% of their quotas. Table 1Global Growth Will Remain Above Trend Well Into Next Year Financial Markets Face The Keynesian Cross Financial Markets Face The Keynesian Cross Forward earnings estimates will continue to drift higher: Analysts are usually too optimistic. As a result, they normally have to cut estimates over the course of the calendar year. This year has been different (Chart 15). In early July, analysts expected S&P 500 companies to generate about $45 in EPS in Q2. In the end, they generated about $53. Earnings are projected to decline in absolute terms in Q3 and remain below Q2 levels until the second quarter of next year, when they are anticipated to grow by a meagre 3.5% year-over-year (Table 2). As earnings estimates move up, stock prices will rise, even if P/E multiples move sideways. Chart 15Unusually, Analysts Have Been Revising Earnings Estimates Higher This Year Unusually, Analysts Have Been Revising Earnings Estimates Higher This Year Unusually, Analysts Have Been Revising Earnings Estimates Higher This Year Table 2US Earnings Estimates Have Upside Financial Markets Face The Keynesian Cross Financial Markets Face The Keynesian Cross Rising inflation expectations will lift nominal bond yields more than real yields: Investors expect inflation to come down rapidly over the coming months (Chart 16). The 5-year/5-year forward TIPS breakeven inflation rate is below the Fed’s comfort zone of 2.3%-to-2.5% (Chart 17).3 We think that US inflation will fall fast enough over the next few quarters to allow the Federal Reserve to maintain a fairly accommodative monetary stance, but not as fast as markets are discounting. Chart 16Investors Expect Inflation To Fall Rapidly From Current Levels Financial Markets Face The Keynesian Cross Financial Markets Face The Keynesian Cross The global equity risk premium remains elevated: We measure the equity risk premium (ERP) by subtracting the real 10-year bond yield from the forward earnings yield.4 Based on this measure, the global ERP stands at 634 bps (Chart 18). At the peak of the stock market boom in 2000, the global ERP was barely positive. Even in the US, where valuations are more stretched than abroad, the ERP stands at 574 bps. Remarkably, this is almost exactly where the ERP was in May 2008. An increase in the US 10-year Treasury yield to 1.8% by early next year – representing roughly a 50 basis-point increase from current levels in nominal terms and even less in real terms – would still leave US stocks attractively priced relative to bonds. Chart 17Below The Fed's Comfort Zone Below The Fed's Comfort Zone Below The Fed's Comfort Zone In summary, investors should remain overweight global equities on a 12-month horizon. A more cautious stance towards stocks will be appropriate in two years’ time once stagflationary forces begin to assert themselves. Peter Berezin Chief Global Strategist pberezin@bcaresearch.com Chart 18The Global Equity Risk Premium Remains Elevated The Global Equity Risk Premium Remains Elevated The Global Equity Risk Premium Remains Elevated     Footnotes 1 Note that Gross Domestic Product should theoretically equal Gross Domestic Income. Thus, Y can denote either income or output. 2 For example, in a sample of five euro area economies, the European Central Bank found that the marginal propensity to consume out of wealth is higher for households at the lower end of the wealth distribution. 3 The Federal Reserve targets an average inflation rate of 2% for the personal consumption expenditures (PCE) index. The TIPS breakeven is based on the CPI index. Due to compositional differences between the two indices, CPI inflation has historically averaged 30-to-50 basis points higher than PCE inflation. This is why the Fed effectively targets a CPI inflation rate of about 2.3%-to-2.5%. 4 It is necessary to subtract the real bond yield, rather than the nominal bond yield, from the earnings yield because the earnings yield provides an estimate of the real total expected return to shareholders. For further discussion on this, please see Appendix A of the Global Investment Strategy Special Report, “TINA To The Rescue?” dated August 23, 2019. Global Investment Strategy View Matrix Financial Markets Face The Keynesian Cross Financial Markets Face The Keynesian Cross Special Trade Recommendations Financial Markets Face The Keynesian Cross Financial Markets Face The Keynesian Cross Current MacroQuant Model Scores Financial Markets Face The Keynesian Cross Financial Markets Face The Keynesian Cross

Highlights The US government issued its first-ever water-shortage declaration for the Colorado River basin in August, due to historically low water levels at the major reservoirs fed by the river (Chart of the Week). The drought producing the water shortage was connected to climate change by US officials.1 Globally, climate-change remediation efforts – e.g., carbon taxes – likely will create exogenous shocks similar to the oil-price shock of the 1970s. Remedial efforts will compete with redressing chronic underfunding of infrastructure. The US water supply infrastructure, for example, faces an investment shortfall of ~ $3.3 trillion over the next 20 years to replace aging plants and equipment, based on an analysis by the American Society of Civil Engineers (ASCE).  This will translate to a $6,000 per-capita cost by 2039 if the current funding gap persists. Fluctuating weather and the increasing prevalence of droughts and floods will increase volatility in markets such as agriculture which rely on stable climate and precipitation patterns.We are getting long the FIW ETF at tonight's close. The ETF tracks the performance of equities in the ISE Clean Edge Water Index, which covers firms providing potable water and wastewater treatment technologies and services. This is a strategic recommendation. Feature A decades-long drought in the US Southwest linked by US officials to climate change will result in further water rationing in the region. The drought has reduced total Colorado River system water-storage levels to 40% of capacity – vs. 49% at the same time last year. It has drawn attention to the impact of climate change on daily life, and the acute need for remediation efforts. The US Southwest is a desert. Droughts and low water availability are facts of life in the region. The current drought began in 2012, and is forcing federal, state, and local governments to take unprecedented conservation measures. The first-ever water-shortage declaration by the US Bureau of Reclamation sets in motion remedial measures that will reduce water availability in the Lower Colorado basin starting in October (Map 1). Chart 1Drought Hits Colorado River Especially Hard Drought Hits Colorado River Especially Hard Drought Hits Colorado River Especially Hard Map 1Colorado River Basin Investing In Water Supply Investing In Water Supply The two largest reservoirs in the US – Lake Powell and Lake Meade, part of the massive engineering projects along the Colorado – began in the 1930s and now supply water to 40mm people in the US Southwest. Half of those people get their water from Lake Powell. Emergency rationing began in August, primarily affecting Arizona, but will be extended to the region later in the year. Lake Powell is used to hold run-off from the upper basin of the Colorado River from Colorado, New Mexico, Utah and Wyoming. Water from Powell is sent south to supply the lower-basin states of California, Arizona, and Nevada. Reduced snowpack due to weather shifts caused by climate change has reduced water levels in Powell, while falling soil-moisture levels and higher evaporation rates, contribute to the acceleration of droughts and their persistence down-river. Chart 2Southwests Exceptionally Hard Drought Southwests Exceptionally Hard Drought Southwests Exceptionally Hard Drought Steadily increasing demand for water from agriculture, energy production and human activity brought on by population growth and holiday-makers have made the current drought exceptional (Chart 2). Most of the Southwest has been "abnormally dry or even drier" during 2002-05 and from 2012-20, according to the US EPA. According to data from the National Oceanic and Atmospheric Administration, most of the US Southwest was also warmer than the 1981 – 2010 average temperature during July (Map 2). The Colorado River Compact of 1922 governing the water-sharing rights of the river expires in 2026. Negotiations on the new treaties already have begun, as the seven states in the Colorado basin sort out their rights alongside huge agricultural  interest, native American tribes, Mexico, and fast-growing urban centers like Las Vegas. Map 2Most Of The US Southwest Is Warmer Than Average Investing In Water Supply Investing In Water Supply Global Water Emergency States around the globe are dealing with water crises as a result of climate change. "From Yemen to India, and parts of Central America to the African Sahel, about a quarter of the world's people face extreme water shortages that are fueling conflict, social unrest and migration," according to the World Economic Forum. Droughts, and more generally, changing weather patterns will make agricultural markets more volatile. Food production shortages due to unpredictable weather are compounding lingering pandemic related supply chain disruptions, leading to higher food prices (Chart 3). This could also fuel social unrest and political uncertainty. Floods in China’s Henan province - a key agriculture and pork region - inundated farms. Drought and extreme heat in North America are destroying crops in parts of Canada and the US. While flooding in July damaged Europe’s crops, the continent’s main medium-term risk, will be water scarcity.2  Droughts and extreme weather in Brazil have deep implications for agricultural markets, given the variety and quantity of products it exports. Water scarcity and an unusual succession of polar air masses caused coffee prices to rise earlier this year (Chart 4). The country is suffering from what national government agencies consider the worst drought in nearly a century. According to data from the NASA Earth Observatory, many of the agricultural states in Brazil saw more water evaporate from the ground and plants’ leaves than during normal conditions (Map 3). Chart 3The Pandemic and Changing Weather Patterns Will Keep Food Prices High The Pandemic and Changing Weather Patterns Will Keep Food Prices High The Pandemic and Changing Weather Patterns Will Keep Food Prices High Chart 4Unpredictable Weather Will Increase Volatility In Markets For Agricultural Commodities Unpredictable Weather Will Increase Volatility In Markets For Agricultural Commodities Unpredictable Weather Will Increase Volatility In Markets For Agricultural Commodities Map 3Brazil Is Suffering From Its Worst Drought In Nearly A Century Investing In Water Supply Investing In Water Supply Agriculture itself could be part of a longer-term and irreversible problem – i.e. desertification. Irrigation required for modern day farming drains aquifers and leads to soil erosion. According to the EU, nearly a quarter of Spain’s aquifers are exploited, with agricultural states, such as Andalusia consuming 80% of the state’s total water. Irrigation intensive farming, the possibility of higher global temperatures and the increased prevalence of droughts and forest fires are conducive to soil infertility and subsequent desertification. This is a global phenomenon, with the crisis graver still in north Africa, Mozambique and Palestinian regions. Changing weather patterns could also impact the production of non-agricultural goods and services. One such instance is semiconductors, which are used in machines and devices spanning cars to mobile phones. Taiwan, home to the Taiwan Semiconductor Manufacturing Company – the world’s largest contract chipmaker - suffered from a severe drought earlier this year (Chart 5). While the drought did not seriously disrupt chipmaking, in an already tight market, the event did bring the issue of the impact of water shortages on semiconductor manufacturing to the fore. According to Sustainalytics, a typical chipmaking plant uses 2 to 4 million gallons of water per day to clean semiconductors. While wet weather has returned to Taiwan, relying on rainfall and typhoons to satisfy the chipmaking sector’s water needs going forward could lead to volatility in these markets. Chart 5Taiwan Faced Its Worst Drought In History Earlier This Year Investing In Water Supply Investing In Water Supply Climate Change As A Macro Factor The scale of remediating existing environmental damage to the planet and the cost of investing in the technology required to sustain development and growth will be daunting. Unfortunately, there is not a great deal of research looking into how much of a cost households, firms and governments will incur on these fronts. Estimates of the actual price of CO2 – the policy variable most governments and policymakers focus on – range from as little as $1.30/ton to as much as $13/ton, according to the Peterson Institute for International Economics.3 PIIE's Jean Pisani-Ferry estimates the true cost is around $10/ton presently, after accounting for a lack of full reporting on costs and subsidies that reduce carbon costs. The cost of carbon likely will have to increase by an order of magnitude – to $130/ton or more over the next decade – to incentivize the necessary investment in technology required to deal with climate change and to sufficiently induce, via prices, behavioral adaptations by consumers at all levels. The PIIE notes, "… the accelerated pace of climate change and the magnitude of the effort involved in decarbonizing the economy, while at the same time investing in adaptation, the transition to net zero is likely to involve, over a 30-year period, major shifts in growth patterns." These are early days for assessing the costs and global macro effects of decarbonization. However, PIIE notes, these costs can be expected to "include a significant negative supply shock, an investment surge sizable enough to affect the global equilibrium interest rate, large adverse consumer welfare effects, distributional shifts, and substantial pressure on public finances." Much of the investment required to address climate change will be concentrated on commodity markets. Underlying structural issues, such as lack of investment in expanding supplies of metals and hydrocarbons required during the transition to net-zero CO2 emissions, will impart an upward bias to base metals, oil and natural gas prices over the next decade. We remain bullish industrial commodities broadly, as a result. Investment Implications Massive investment in infrastructure will be needed to address emerging water crises around the world. The American Society of Civil Engineers (ASCE) projects an investment shortfall of ~ $3.3 trillion over the next 20 years to replace aging water infrastructure in the US alone. This will translate to a $6,000 per-capita cost by 2039 if the current funding gap persists.4 At tonight's close we will be getting long the FIW ETF, which is focused on US-based firms providing potable water and wastewater treatment services. This ETF provides direct investment exposure to water remediation efforts and needed infrastructure modernization in the US. We also remain long commodity index exposure – the S&P GSCI and the COMT ETF – as a way to retain exposure to the higher commodity-price volatility that climate change will create in grain and food markets. This volatility will keep the balance of price risks to the upside.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com   Commodities Round-Up Energy: Bullish Hurricane Ida shut in ~ 96% of total US Gulf of Mexico (GoM) oil production. Colonial Pipeline, a major refined product artery for the US South and East coast closed a few of its lines due to the hurricane but has restarted operations since then. Since the share of US crude oil from this region has fallen, WTI and RBOB gasoline prices have only marginally increased, despite virtually zero crude oil production from the GoM (Chart 6). Prices are, however, likely to remain volatile, as energy producers in the region check for damage to infrastructure. Power outages and a pause in refining activity in the region will also feed price volatility over the coming weeks. Despite raising the 2022 demand forecast and pressure from the US, OPEC 2.0 stuck to its 400k b/d per month production hike in its meeting on Wednesday.     Base Metals: Bullish A bill to increase the amount of royalties payable by copper miners in Chile was passed in the senate mining committee on Tuesday. As per the bill, taxes will be commensurate with the value of the red metal. If the bill is passed in its current format, it will disincentivize further private mining investments in the nation, warned Diego Hernandez, President of the National Society of Mining (SONAMI). Amid a prolonged drought in Chile during July, the government has outlined a plan for miners to cut water consumption from natural sources by 2050. Increased union bargaining power - due to higher copper prices -, a bill that will increase mining royalties, and environmental regulation, are putting pressure on miners in the world’s largest copper producing nation.   Precious Metals: Bullish Jay Powell’s dovish remarks at the Jackson Hole Symposium were bullish for gold prices. The chairman of the US Central Bank stated the possibility of tapering asset purchases before the end of 2021 but did not provide a timeline. Powell reiterated the absence of a mechanical relationship between tapering and an interest rate hike. Raising interest rates is contingent on factors, such as the prevalence of COVID, inflation and employment levels in the US. The fact that the US economy is not close to reaching the maximum employment level, according to Powell, could keep interest rates lower for longer, supporting gold prices (Chart 7). Ags/Softs: Neutral The USDA crop Progress Report for the week ending August 29th reported 60% of the corn crop was good to excellent quality, marginally down by 2% vs comparable dates in 2020. Soybean crop quality on the other hand was down 11% from a year ago and was recorded at  56%. Chart 6 Investing In Water Supply Investing In Water Supply Chart 7 Weaker Real Rates Bullish For Gold Weaker Real Rates Bullish For Gold     Footnotes 1     Please see Reclamation announces 2022 operating conditions for Lake Powell and Lake Mead; Historic Drought Impacting Entire Colorado River Basin. Released by the US Bureau of Reclamation on August 16, 2021. 2     Please refer to Water stress is the main medium-term climate risk for Europe’s biggest economies, S&P Global, published on August 13, 2021. 3    Please see 21-20 Climate Policy is Macroeconomic Policy, and the Implications Will Be Significant by Jean Pisani-Ferry, which was published in August 2021.  4    Please see The Economic Benefits of Investing in Water Infrastructure, published by the ASCE and The Value of Water Campaign on August 26, 2020.   Investment Views and Themes Recommendations Strategic Recommendations Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades

Highlights Regulatory changes affecting Chinese platform companies are structural – rather than transitory – in nature. These companies might become quasi-SOEs and could be used by the government to achieve its national and geopolitical objectives. China’s regulatory clampdown will produce structurally lower corporate profitability and, thereby, reduce equity valuations for Chinese TMT companies. Chinese policymakers have begun easing monetary and fiscal policies. Money and credit growth will likely bottom in December or so. However, as in H2 2018 and H1 2019, policy will be eased only gradually. During this period EM ex-TMT stocks and industrial metal prices performed poorly. Mainstream EM (countries outside North Asia) will continue suffering from weak growth and rising political volatility, warranting a higher risk premium. The risk-reward tradeoff for EM financial markets is poor. Feature Over the past several days, I have held calls and roundtables with clients located in the EMEA region. In this report, we will share our answers to the most common client questions. Many clients were asking if the selloff in Chinese platform companies is nearing its end or whether much more weakness is to be expected. It is not surprising that with the Hang Seng Tech index down 35% from its February highs, there is great temptation to engage in bottom fishing. So, we start with questions relating to this topic. Chart 1Is This Time Different For Chinese TMT Stocks? Is This Time Different For Chinese TMT Stocks? Is This Time Different For Chinese TMT Stocks? Question: In 2018, the regulatory clampdown on Tencent and other video game companies lasted several months and created a major pullback in their share prices (Chart 1). However, authorities ultimately removed restrictions and these stocks rallied to new highs. Do you expect the same dynamics to emerge this time around? And if not, why? We are witnessing a structural regime shift in the Chinese government’s approach toward platform companies. These changes are much more profound and long lasting than those in 2018. They herald structurally lower corporate profitability and equity multiples for Chinese TMT companies. For these stocks, a bounce from oversold levels is possible over the near term and it could be sharp. However, the rebound will be short-lived, i.e., a cyclical or secular rally is unlikely. Investors – who have not sold – should use this rebound to pare back exposure to Chinese TMT stocks. Chart 2Chinese SOEs: Lackluster Share Price Performance Chinese SOEs: Lackluster Share Price Performance Chinese SOEs: Lackluster Share Price Performance Going forward, these platform companies will be managed in a similar fashion to Chinese state-owned enterprises (SOEs): with the interest of the entire nation in mind, and shareholder interests will take a back seat. China’s SOEs trade at very low multiples and their share prices have been treading water since 2009 (Chart 2). The secular bull market in Chinese TMT share prices is over and more de-rating is likely for the following reasons: Chinese platform/new economy companies possess unique big data that are important to the country’s development. Protecting big data becomes a priority in an era of US-China geopolitical confrontation and amid the elevated risk of cyber attacks. As a result, it is essential for the Chinese government to control companies that possesses big data. Limiting foreign shareholders’ access and decision making in regard to big data is also imperative. We do not believe that Chinese authorities will ever allow these new economy companies to operate as freely as they have in the past. Given platform company importance to both the domestic economy and geopolitical confrontation with the US, we will not be surprised if the government eventually establishes effective control over these platform companies – probably via its affiliated entities. Many of these platform companies are natural monopolies or oligopolies and their profitability should be regulated by authorities according to free market economic textbooks. We discussed this point in the recent report titled Chinese TMT Stocks: A Bad Dream Or A New Reality? Please click on the link to open the report. Going forward, return on equity will be lower than in the past for these stocks, heralding lower valuation multiples. Stocks of many Chinese platform companies trade in the US and are largely owned by US/international (non-Chinese) investors. Neither US nor Chinese authorities want to see shares of Chinese TMT companies trade in the US, albeit for completely different reasons. Chinese authorities want these companies to release little information to their foreign shareholders, especially regarding big data. In turn, the US securities regulator is keen for US investors not to be exposed to the risks of owning Chinese stocks for two main reasons: (1) these companies do not disclose full information and (2) China’s government meddles with the management of these enterprises. Given that authorities from both countries do not support the trading of Chinese stocks in the US, odds are high that the trading of Chinese TMT companies will move from the US to Hong Kong. Moreover, US authorities may recommend US funds avoid owing Chinese stocks. In short, increased government control over Chinese TMT companies and rising geopolitical tensions between the US and the Middle Kingdom may prompt many foreign investors to reduce their exposure to these stocks. This will have negative ramifications on their share prices. Chart 3Little Volatility Spillover From Offshore Into China's Onshore Markets Little Volatility Spillover From Offshore Into China's Onshore Markets Little Volatility Spillover From Offshore Into China's Onshore Markets Question: Don’t you think Chinese authorities may reverse their regulatory clampdown given that Chinese share prices have already dropped a great deal and further weakness could hurt investor and business sentiment? Chinese authorities will not reverse regulatory tightening on platform companies. If investor and business confidence on the mainland is hurt materially, regulators will reduce the intensity of their reforms but will not reverse them. Importantly, the carnage has so far been limited to Chinese offshore financial markets (Chart 3). Neither the onshore equity indexes, nor onshore corporate bonds have sold off much (Chart 3). The majority of platform companies are listed offshore and plunging share prices hurt foreign shareholders more than domestic retail and institutional investors. There is little reason for Chinese policymakers to worry about losses among foreign investors so long as the carnage does not spread to onshore markets. Question: Why would Chinese authorities damage their largest and most successful companies in the new economy sectors? Are they not critical amidst the US-China confrontation? Chinese policymakers understand the importance of platform companies to the country’s domestic growth outlook as well as its geopolitical ambitions. This explains why Chinese authorities seek to establish effective control over decision making in these companies. We elaborated on the strategic importance of big data above. Also, the largest platform companies, such as Alibaba, Tencent and Meituan, have in recent years been acquiring stakes in numerous businesses in Southeast Asia. Beijing might be thinking of using these platform companies to raise its geopolitical influence over other Asian nations and beyond. Many Asian nations will play a prominent role in the US-China confrontation. Whether they side with China or the US will affect the balance of geopolitical power in the region. In this context, having control over soft infrastructure (payment and data systems, among others) in these Asian economies will give Beijing a chance to influence their geopolitical choices, thereby giving China an advantage over the US. Therefore, the Chinese central government might be aiming to establish an effective control over these companies’ strategic decisions. In such a case, shareholder interests will take a back seat in these companies. Question: What about common prosperity initiatives and policies that the Chinese leadership has unveiled in recent weeks? Why now? President Xi will be elected for his third term in the fall of 2022. This constitutes a major political precedent in the Middle Kingdom’s modern history. President Xi wants to secure his support from the bulk of the population. Common prosperity policies entail income and wealth distribution from high-income to middle- and low-income households. Chart 4 and Chart 5 illustrate that there has so far been no equalization of income and wealth distribution. Chart 4China: Income Disparity Has Not Been Narrowing What Clients Are Asking What Clients Are Asking Chart 5Wealth Concentration Remains High In China Wealth Concentration Remains High In China Wealth Concentration Remains High In China   It is imperative for President Xi to achieve a meaningful change in income and wealth distribution in the next 12 months before his third term. President Xi’s power stems not from the top 10% of the population but from the remaining (and less wealthy) 90%. Hence, there will be little easing in the push toward common prosperity. If anything, the pace of these initiatives could escalate going forward. As a part of the common prosperity initiatives, companies with excess profitability will be compelled to perform a national duty in the form of financing social programs or providing donations. Large platform companies have already begun making large donations. This trend will intensify in the months ahead. In brief, profits will be distributed away from shareholders of these companies in favor of the general well-being of society. The positive is that low- and middle-income consumer spending in China will be supported by income transfer from companies and wealthy individuals. As a result, investors should favor the companies that sell to low- and middle-income households. Chart 6Chinese Growth Stocks Are Not Yet Cheap Chinese Growth Stocks Are Not Yet Cheap Chinese Growth Stocks Are Not Yet Cheap Going forward, the model of SOEs in China or Russia will be applicable to Chinese platform companies. SOEs in China, Russia and other EM countries often perform national duties at the expense of shareholders. Not surprisingly, their stocks have been trading at much lower multiples than private companies. Presently, Chinese TMT/growth stocks trade at a trailing P/E ratio of 33.5 (Chart 6). We do not expect platform companies’ P/E ratio to drop to the level of SOEs. However, a trailing P/E ratio of 33.5 for China’s TMT companies is still high given: the uncertainty around future business models; a lack of clarity around (still evolving) new regulation; government involvement in their management; the prioritization of national and geopolitical objectives over shareholder interest. Chart 7Mind These Gaps Mind These Gaps Mind These Gaps Question: Isn’t the slowdown in China’s business cycle already well known and priced in related financial markets? Yes, it is well known but we do not think it has been priced in China-exposed plays. There are several market relationships and indicators that lead us to believe so. Both panels in Chart 7 illustrate that industrial metals prices have diverged from the Chinese manufacturing PMI and onshore government bond yields. The latter two variables project the Chinese business cycle. Such a decoupling is unsustainable given that China accounts for 55% of global industrial metal consumption. We continue to expect meaningful downside in industrial metals prices which would hurt EM countries exporting commodities. China’s credit and fiscal spending impulse leads its business cycle by nine months and suggests that economic data will be weakening until Q2 2022 (Chart 8). Finally, net EPS revisions for EM-listed companies remain elevated (Chart 9). Chart 8China's Business Cycle Will Continue Decelerating Well Into Q1 2022 China's Business Cycle Will Continue Decelerating Well Into Q1 2022 China's Business Cycle Will Continue Decelerating Well Into Q1 2022 Chart 9EM EPS Growth Expectations Have Not Yet Been Downgraded EM EPS Growth Expectations Have Not Yet Been Downgraded EM EPS Growth Expectations Have Not Yet Been Downgraded   That said, one sentiment indicator that has dropped significantly and is now near its level during previous EM equity lows is the Sentix European investor sentiment index on EM equities (Chart 10). Chart 10European Investor Sentiment On EM Stocks Is Back To Its Previous Lows European Investor Sentiment On EM Stocks Is Back To Its Previous Lows European Investor Sentiment On EM Stocks Is Back To Its Previous Lows Net-net, the risk-reward tradeoff for EM equities and credit markets is not yet attractive. Chinese TMT stocks are vulnerable for reasons discussed above while EM financial markets exposed to China’s old economy are at risk due to decelerating Chinese economic growth. Question: When will authorities in China ease policy? What does it imply for Chinese and EM financial markets? Shouldn’t investors buy China/EM assets now in anticipation of macro policy easing in China? Yes, China has already started easing credit and fiscal policy and will ease more in the coming months. Chart 11 reveals that banks’ excess reserves at the PBOC have turned up and they lead the credit impulse by six months. In turn, the Chinese credit impulse in turn leads EM share price cycles by nine months (Chart 12). Chart 11China's Credit Impulse Will Bottom In Late 2021 China's Credit Impulse Will Bottom In Late 2021 China's Credit Impulse Will Bottom In Late 2021 Chart 12EM Equities Are Not Yet Out Of The Woods EM Equities Are Not Yet Out Of The Woods EM Equities Are Not Yet Out Of The Woods   All in all, even though Chinese policymakers have begun easing credit and fiscal policy, financial markets leveraged to the mainland’s old economy could still suffer as growth continues to disappoint in the months to come. Chart 13Chinese Easing In H2 2018 And H1 2019 Did Not Help Much EM Stocks And Metal Prices Chinese Easing In H2 2018 and H1 2019 Did Not Help Much EM Stocks And Metal Prices Chinese Easing In H2 2018 and H1 2019 Did Not Help Much EM Stocks And Metal Prices Importantly, policy easing will be implemented gradually, as in H2 2018 and H1 2019. During this period EM ex-TMT stocks and industrial metal prices performed poorly despite policy easing in China (Chart 13). Question: Given improvements in vaccine availability worldwide, will EM countries close their vaccination gap with developed countries in the coming months? If yes, wouldn’t it allow their economies to catch up, and their financial markets to outperform their DM peers? EM vaccination rates will rise as vaccines become available to developing countries. However, mainstream EM vaccination rates will still remain below those of advanced economies. This gap is due to higher levels of mistrust toward governments in developing countries than in advanced ones. Therefore, the pandemic will continue capping economic activity in mainstream EM. Importantly, the lack of fiscal stimulus, monetary policy tightening and weak banking systems in mainstream EM (i.e., excluding China, Korea and Taiwan) herald weak income and domestic demand growth in these economies. Years of poor income growth and lasting pandemic damage have caused political volatility to flare-up in some countries such as Colombia, Peru, Brazil, South Africa and Malaysia. This trend will likely continue foreshowing a higher risk premium in EM financial markets. Question: What is your inflation outlook for mainstream EM (excluding North Asia)? Will inflation continue to surprise to the upside and will their central banks hike rates enough so that their currencies do not depreciate? We discussed the inflation dynamics and the outlook for local rates for EM in the August 12 report. While commodity price inflation will subside, renewed currency deprecation is the key risk to the inflation outlook in mainstream EM. EM currencies will depreciate because China’s continued slowdown is bearish for EM currencies but bullish for the greenback. The basis is that the US sells little to China while EM are exposed to the Chinese business cycle. Also, domestic demand in mainstream EM will disappoint. That, along with rising political volatility, is negative for their currencies. Finally, high local rates in mainstream EM have often coincided with currency depreciation rather than appreciation. Question: What is the biggest risk in your view? The biggest risk to our view has been and remains TINA (There Is No Alternative). We have strong conviction on fundamentals but very little conviction on fund flows. Given that DM equity and credit markets are expensive and their government bond yields are very depressed, portfolio capital can go into EM financial markets that offer lower valuation than their DM counterparts even though they are not cheap in absolute terms. Our methodology is that fundamentals drive flows in the medium- to-long term. However, with the global financial system flush with liquidity, the importance of fundamentals has declined in recent years. Therefore, we are cognizant that EM markets might not sell off a lot and could bottom at a higher level than warranted by fundamentals. Still, we expect more downside in the coming months because fundamentals are much worse than most investors realize. Chart 14EM Credit Will Continue Underperforming Their US Peers EM Credit Will Continue Underperforming Their US Peers EM Credit Will Continue Underperforming Their US Peers Question: What is your recommended strategy across EM equities, currencies, and fixed-income markets? Global equity portfolios should continue underweighting EM, a recommendation from March 25, 2021. Within the EM equity universe, our overweights are Korea, India, China (preferring onshore to offshore equities), Mexico and Chile. Our underweights are Brazil, Colombia, Peru, South Africa, Turkey, the Philippines and Indonesia.  The risk-reward tradeoff for EM currencies remains poor. We continue shorting a basket of BRL, CLP, COP, PEN, ZAR, TRY, PHP, THB and KRW versus the US dollar. Within local markets we overweight Mexico, Russia, Korea, Malaysia, India, China and Chile. Regarding sovereign and corporate credit, we have downgraded EM credit versus US credit on March 25 and this strategy remains intact (Chart 14). The lists of our overweights, underweights and the ones warranting neutral allocation in EM equity, domestic bonds and credit portfolios are presented below and can always be found on the EMS website. Arthur Budaghyan Chief Emerging Markets Strategist arthurb@bcaresearch.com   Equities Recommendations Currencies, Credit And Fixed-Income Recommendations

When defining maximum employment, many investors focus on the state of the labor market that prevailed as of February 2020. However, the US labor market was beyond maximum employment levels at the onset of the COVID-19 pandemic, suggesting that the Fed is likely to raise interest rates before the unemployment rate falls back to 3.5%. This assumes that the Fed deems the ongoing recovery in the labor market to be “broad-based and inclusive,” given revisions to the FOMC’s Statement on Longer-Run Goals and Monetary Policy Strategy last August. The extraordinary nature of the COVID-19 pandemic has indeed had an outsized impact on some demographic segments of the labor market, but most of these effects already have or are likely to be reversed as the overall unemployment rate continues to fall. A permanent decline in the participation rate, relative to pre-pandemic levels, is likely given ongoing demographic trends. Even if the recent behavioral impact of retirements is overdone, the demographic impact of retirement on the participation rate suggests that the Federal Reserve may hit its maximum employment objective by next summer, barring a long-lasting impact on US economic activity from the Delta variant of COVID-19. In a 2H 2022 rate hike scenario, the fair value of the 10-year Treasury yield will be 2.2%-2.3% next year, which the market is not priced for. This underscores that investors should maintain a short duration position within a fixed-income portfolio, and that equity investors should favor value over growth stocks on a 12-month time horizon. The cyclical outlook for monetary policy in the US rests heavily, if not exclusively, on the length of time needed to return to maximum employment. In this report, we argue that a complete return to the state of the labor market as of February 2020 is probably not required for the Fed’s maximum employment objective to be met, because the jobs market was likely beyond maximum employment at that time. In addition, we highlight that the broad-based and inclusive nature of the Fed's maximum employment objective is objective will not delay the first Fed rate hike beyond what the trajectory of the unemployment rate would suggest, as the odds of a persistent negative impact on demographic segments of the labor market no longer seem meaningful. In fact, the one partial exception that we can identify – retirement – argues for an earlier return to maximum employment. We conclude by noting that a first Fed rate hike is possible by the middle of next year, barring a long-lasting impact on US economic activity from the Delta variant of COVID-19 or if the Fed’s inflation liftoff criteria are no longer met. Normalized levels of inflation expectations, as well as reasonable estimates of a closed output gap over the coming year, suggest that inflation itself will remain liftoff-consistent barring a significant shock to growth or a major disinflationary/deflationary supply-side event. A 2022 rate hike is not currently reflected in market pricing, underscoring that investors should remain short duration within a fixed-income portfolio. Equity investors should expect a meaningful rise in stock market volatility as long-maturity yields rise over the coming year, and should favor value over growth stocks once fears of the likely impact of the Delta variant on near-term economic growth abate. Defining “Maximum Employment” Chart II-1Last Cycle, Rates Began To Rise Before Maximum Employment Was Reached Last Cycle, Rates Began To Rise Before Maximum Employment Was Reached Last Cycle, Rates Began To Rise Before Maximum Employment Was Reached Last September, the Fed’s official shift to an average inflation targeting regime represented a significant break from how the Fed conducted monetary policy in the past. The shift replaced what was previously a “symmetric” 2% inflation target with the goal of achieving inflation that averages 2% over time, meaning that monetary policy is no longer strictly forward-looking. According to the Fed's previous framework, monetary policy should start to tighten before the economy reaches its full employment level, in anticipation that further declines in the unemployment rate will likely lead to accelerating inflation. For example, during the last economic cycle, the Fed began to raise interest rates in December 2015, when the unemployment rate stood at 5% (Chart II-1). But the Fed's new regime implies that the onset of tightening should begin later, the criteria for which was explicitly laid out in the September 2020 FOMC statement: “The Committee decided to keep the target range for the federal funds rate at 0 to 1/4 percent and expects it will be appropriate to maintain this target range until labor market conditions have reached levels consistent with the Committee's assessments of maximum employment and inflation has risen to 2 percent and is on track to moderately exceed 2 percent for some time.” In addition, while the Fed’s statutory mandate from Congress has always included the pursuit of maximum employment as an objective of monetary policy, revisions to the FOMC’s Statement on Longer-Run Goals and Monetary Policy Strategy last August explicitly noted that the maximum level of employment is a “broad-based and inclusive goal.” This has left many investors questioning when the Fed’s maximum employment criterion will be reached, with some market participants believing that a complete return to the state of the labor market that prevailed as of February 2020 will be required before the Fed lifts interest rates. But there are three arguments suggesting that the US labor market was beyond maximum employment levels at the onset of the COVID-19 pandemic: 1. Chart II-2 highlights that the February 2020 unemployment rate ranked at the 5th percentile of its post-WWII history, and was at its lowest level since the late-1960s. While it is true that the unemployment rate would have been higher for most of the last economic expansion based on December 2007 age-adjusted participation rates, Chart II-3 highlights that this effect had waned by the end of 2019. This underscores that the pre-pandemic unemployment rate likely reflected very low labor market slack. Chart II-2The US Labor Market Was Likely Beyond Maximum Employment Levels Prior To The Pandemic September 2021 September 2021 2. The February 2020 unemployment rate stood at 3.5%, which is at the very low end of the Fed’s NAIRU estimates, and meaningfully below the CBO’S long- and short-term NAIRU projections (Chart II-4). Given that NAIRU estimates signify the level of unemployment that is consistent with a steady inflation rate, this implies that 3.5% is likely below the “maximum employment” unemployment rate. Chart II-3The Part Rate Had Mostly Normalized Just Prior To COVID-19 The Part Rate Had Mostly Normalized Just Prior To COVID-19 The Part Rate Had Mostly Normalized Just Prior To COVID-19 Chart II-4A 3.5% Unemployment Rate Is Likely Below NAIRU A 3.5% Unemployment Rate Is Likely Below NAIRU A 3.5% Unemployment Rate Is Likely Below NAIRU Chart II-5Wage Growth Accelerated In Response To A Sub-4% Unemployment Rate Wage Growth Accelerated In Response To A Sub 4% Unemployment Rate Wage Growth Accelerated In Response To A Sub 4% Unemployment Rate 3. The pre-pandemic trend in wage growth also supports the notion that the labor market was past maximum employment levels at that time. Chart II-5 highlights that average hourly earnings and the Atlanta Fed’s median wage growth tracker were both accelerating in 2018/2019, and Chart II-6 highlights that real average hourly earnings growth of production and nonsupervisory employees was close to its 90th percentile historically at the end of 2019. This underscores that the Fed is likely to raise interest rates before the unemployment rate falls back to 3.5%, assuming that the ongoing recovery in the labor market is deemed by the Fed to be “broad-based and inclusive.”   Chart II-6Real Average Hourly Earnings Growth Was At Its 90th Percentile Historically Prior To COVID-19 September 2021 September 2021 Breadth, Inclusivity, And Participation Chart II-7The "She-cession" Is Over The "She-cession" Is Over The "She-cession" Is Over The extraordinary nature of the COVID-19 pandemic has indeed had an outsized impact on some demographic segments of the labor market, but most of these effects have already reversed or are likely to as the overall unemployment rate continues to fall. And as we highlight below, the one partial exception that we can identify – retirement – in fact argues for an earlier return to maximum employment. We focus our demographic segment analysis on four main categories: 1. employment by gender; 2. race; 3. wage level and education; and 4. the impact on labor force participation from retirement. Gender Chart II-7 highlights the impact of the pandemic on the US labor market by gender. In 2020, the impact of the pandemic fell disproportionately on women. The unemployment rate rose close to 13 percentage points for women from February to April of last year, versus a 10 percentage point rise for men. In addition, the recovery in the participation rate last year was less robust for women, who disproportionately cited family responsibilities as the basis for not participating in the labor force. However, Chart II-7 also highlights that the disproportionate labor market impact of the pandemic on women is now over, with the female unemployment rate closer to its pre-pandemic level than for men, with a similar recovery in the participation rate. The difference in wage growth, relative to February 2020 levels, is also now smaller for women than for men. Thus, barring the development of a new divergence over the coming year, there is no longer any basis for the Federal Reserve to distinguish between men and women in the labor market recovery. Chart II-8Black Unemployment And Labor Force Participation Has Mostly Normalized Black Unemployment And Labor Force Participation Has Mostly Normalized Black Unemployment And Labor Force Participation Has Mostly Normalized Race Chart II-8 highlights the impact of the pandemic on the US labor market by race. In this case, it is clear that a disproportionately negative effect on Black employment persisted for longer than it did for women. But it is also clear that the Black unemployment rate is now roughly the same magnitude above its February 2020 level as is the case for the overall unemployment rate. In June, the Black labor force participation rate had actually recovered more than the overall participation rate, although it did decline meaningfully in July. The Black labor force participation rate has shown itself to be highly volatile since the onset of the pandemic, and we doubt that the July reading marks a decoupling from the overall participation rate. It is also true that median non-white wage growth has decelerated significantly more than median white wage growth during the pandemic, but this has occurred from a very elevated starting point. Median non-white wage growth was growing a full percentage point above median white wage growth just prior to the pandemic, compared with a half a percentage point below today. This deceleration has likely occurred as a lagged impact from the larger rise in Black unemployment noted above, which has now dissipated – suggesting that nonwhite wage growth is not likely to meaningfully lag over the coming year. Two additional points highlight that Black unemployment, labor force participation, and wages are likely to be highly correlated with overall labor market trends over the coming year. First, Chart II-9 highlights that in 2019 Black workers were underrepresented in management / professional and natural resources / construction / maintenance occupations, and overrepresented in service and production / transportation / material moving occupations. Given that services spending remains below its pre-pandemic trend, it is likely that the Black unemployment rate will continue to decline as the gap in leisure and hospitality and other services employment closes further relative to pre-pandemic levels. Chart II-9Black Unemployment Will Fall As Services Spending Recovers September 2021 September 2021 Second, Table II-1 highlights that Black survey respondents to the Census Bureau’s Household Pulse Survey located in New York and California are reporting lower and only modestly higher levels, respectively, of lost employment income than is the case for Black workers in the US overall. Given that services employment in these two states, particularly New York, are the most likely to be negatively impacted by persistent “work-from-home” effects, Table II-1 suggests that Black services employment is not likely to lag gains in overall services employment. Wage Level And Education Chart II-10 highighlights wage growth for those with a high school diploma or less, for low-skilled workers, and for those in the lowest average wage quartile, and Charts II-11A & II-11B highlight the impact of the pandemic on the unemployment and participation rates by education. Table II-1No Evidence Of A Negative “Work-From- Home” Effect On Black Unemployment September 2021 September 2021 Chart II-10Wage Growth By Education And Skill Level Is Largely Unchanged Wage Growth By Education And Skill Level Is Largely Unchanged Wage Growth By Education And Skill Level Is Largely Unchanged Chart II-11AThe Least Educated Workers Still Need To See More Job Gains… The Least Educated Workers Still Need To See More Job Gains... The Least Educated Workers Still Need To See More Job Gains... Chart II-11B…But This Will Occur As Services Spending Improves ...But This Will Occur As Services Spending Improves ...But This Will Occur As Services Spending Improves     On the wage front, Chart II-10 makes it clear that there are no major negative differences between those with limited education, limited skills, or limited pay and the overall trend in wage growth relative to pre-pandemic levels. Reflecting a shortage of workers in some services industries, wages for 1st quartile wage earners and low-skilled workers are accelerating, and are poised to reach their highest level since 2008. On the employment and participation front, Charts II-11A & B show that the job market recovery has been less pronounced for high school graduates and those with less than a high school diploma. But, we believe – with high conviction – that this reflects the industry composition of the existing employment gap, which skews heavily towards service and leisure & hospitality. These jobs tend to require less formal education and training, and to offer less pay. Given this, and similar to the case for Black employment, low education employment growth is unlikely to meaningfully diverge from the trend in overall services employment over the coming year. The Impact of Retirement On Labor Force Participation Chart II-12Most Of The Pandemic Decline In Labor Force Participation Has Occurred Due To Retirement ...But This Will Occur As Services Spending Improves ...But This Will Occur As Services Spending Improves Chart II-12 presents a breakdown of the change in overall labor force participation from Q4 2019 to Q2 2021 by nonparticipation category. The chart is based off the Atlanta Fed’s Labor Force Participation Dynamics dataset, and employs some Bank Credit Analyst estimates to seasonally adjust the impact of some categories in the first half of this year and to align it with the actual change in the published monthly seasonally-adjusted participation rate. The chart underscores that, while family responsibilities and those who are not in the labor force but who want a job (the shadow labor force) have been important contributors to the decline in labor force participation since the onset of the pandemic, retirement has been the single most important factor driving the participation rate lower. This sharp drop in labor force participation from retirement likely reflects the decision of some older workers to bring forward their retirement date by a year or two, although a recent study from the Kansas City Fed suggests that the non-demographic component of the recent surge in retirements has mainly been driven by a decline in the number of retirees rejoining the labor force.1 But demographic effects are important, and Chart II-13 highlights that the participation rate has fallen at a rate of roughly 30 basis points per year on average since 2008, reflecting the aging of the population. Chart II-13 is consistent with the age-adjusted participation rate that we showed in Chart II-3 above, and underscores that, even though the recent decline in the participation rate due to retirement is overdone, a permanent decline relative to pre-pandemic levels is likely the result of ongoing demographic trends. In our view, the Federal Reserve is unlikely to regard a demographically-driven decline in the overall participation rate as evidence that the labor market recovery has fallen short of the Fed’s maximum employment objective. It is possible that a return of the working age participation rate to its pre-pandemic level will be viewed as a condition for maximum employment, but Chart II-14 highlights that progress on this front is already more advanced. Chart II-13A Full Recovery To The Pre-Pandemic Labor Force Participation Rate Is Unlikely A Full Recovery To The Pre-Pandemic Labor Force Participation Rate Is Unlikely A Full Recovery To The Pre-Pandemic Labor Force Participation Rate Is Unlikely Chart II-14The Working Age Participation Rate Has Recovered More Than The Overall Part Rate The Working Age Participation Rate Has Recovered More Than The Overall Part Rate The Working Age Participation Rate Has Recovered More Than The Overall Part Rate   A lower overall participation rate results in a faster decline in the unemployment rate for any given level of employment growth. Given that there are minimal-to-no remaining labor market divergences along other demographic dimensions of the labor market that aren’t simply correlated with the overall unemployment rate, the implication of a permanently lower participation rate is that the Federal Reserve is likely to hit its maximum employment objective earlier than market participants, and the Fed itself, are currently expecting. Timing The Return To Maximum Employment, And The First Fed Rate Hike Table II-2 presents the average monthly nonfarm payroll growth that will be required to reach a 3.8% unemployment rate, a level that Fed Vice Chair Richard Clarida recently affirmed would in his view likely constitute maximum employment.2 The values shown in the table assume the trend participation rate shown in Chart II-13 above, as well as a recent average of monthly population growth. Table II-2The Return To Maximum Employment May Be Faster Than You Think September 2021 September 2021 The table highlights that the unemployment rate is likely to fall to 3.8% following the creation of roughly 4.3 million additional jobs. If the monthly change in nonfarm payrolls continues to grow at its average over the past 3 months, this threshold will be met in January 2022 – essentially a full year before the Fed and market participants expect interest rates to begin to rise. Based instead on a simple linear trend of nonfarm payrolls since late last year, the unemployment rate is likely to fall to 3.8% by sometime next summer. As we highlighted above, the Fed has been explicit that its conditions for raising the funds rate are the following: Labor market conditions have reached levels consistent with the Committee's assessments of maximum employment Inflation has risen to 2 percent Inflation is on track to moderately exceed 2 percent for some time. Currently, the second and third conditions for liftoff are present, suggesting that a first rate hike is possible by the middle of next year, barring a long-lasting impact on US economic activity from the Delta variant of COVID-19. We agree that inflation will slow significantly from its current pace over the coming year as pandemic-induced supply-side factors wane, which some investors have noted may put the Fed’s inflation criteria back into play. But we doubt that the Fed will narrowly focus on the year-over-year growth rate in the core PCE deflator – which will be strongly influenced by base effects next year from this year’s comparatively elevated price level – when judging its second and third liftoff criteria. Instead, the Fed is likely to focus on the prevailing “run rate” of inflation that excludes prices experiencing any disinflationary effects of supply-chain normalization. Chart II-15 illustrates one important reason that the Fed’s inflation criteria will remain “checked” over the coming year. The chart shows that the pandemic, especially last year’s fiscal response to it, has “normalized” important measures of inflation expectations (based on an interval of 2004 to today). We noted in a report earlier this year that inflation is determined by both the degree of economic slack and inflation expectations, a framework that the Fed and many economists refer to as the “modern-day Phillips Curve.”3 Chart II-15The Fed’s Inflation Liftoff Criteria Are Likely To Stay “Checked” The Fed's Inflation Liftoff Criterion Are Likely To Stay "Checked" The Fed's Inflation Liftoff Criterion Are Likely To Stay "Checked" Many investors feel that the Phillips Curve has failed to predict weak inflation over the past decade, but we noted in our report that this perception is due to a singular focus on the economic slack component of the modern-day version of the curve – to the exclusion of inflation expectations – and a failure to consider the lasting impact of sustained periods of a negative output gap on those expectations. Chart II-16A Closed Output Gap Will Support Liftoff-Consistent Inflation A Closed Output Gap Will Support Liftoff-Consistent Inflation A Closed Output Gap Will Support Liftoff-Consistent Inflation Chart II-16 highlights that both market and Fed economic projections imply a positive output gap within the next 12 months, suggesting that inflation itself will remain liftoff-consistent barring a significant shock to growth or a major disinflationary/deflationary supply-side event. Declines in the prices of goods that have surged as a result of the disruption of global supply chains could potentially lower inflation expectations over the coming year, but our sense is that this is only likely in a scenario in which the prices of these goods fall below their pre-pandemic levels (which we do not currently expect). Investment Implications      There are three key investment implications of a potentially faster return to maximum employment than is currently anticipated by investors and the Fed. First, Chart II-17 highlights that the market is not priced for a first Fed rate hike by next summer, and Table II-3 highlights that a sizeable majority of respondents to the New York Fed’s Survey of Primary Dealers do not expect a single rate hike in 2022. Chart II-18 highlights that the fair value of the 10-year Treasury yield a year from today is 2.2%-2.3% in a 2H 2022 rate hike scenario, underscoring that a short duration stance is warranted within a fixed-income portfolio over the coming year – barring a long-lasting impact on economic activity from the Delta variant of COVID-19. Chart II-17The Market Is Not Fully Priced For A Quick Return To Maximum Employment The Market Is Not Fully Priced For A Quick Return To Maximum Employment The Market Is Not Fully Priced For A Quick Return To Maximum Employment Table II-3Market Participant Surveys Show No Hike Expectations Next Year September 2021 September 2021 Chart II-18Investors Should Maintain A Short-Duration Fixed-Income Stance Investors Should Maintain A Short-Duration Fixed-Income Stance Investors Should Maintain A Short-Duration Fixed-Income Stance Second, while a 2.2%-2.3% 10-year Treasury yield would not necessarily be negative for stock prices on a sustained basis, Chart II-19 shows that it would bring the equity risk premium (ERP) within its 2002-2007 range. The level of the 10-year yield that is consistent with that range has fallen relative to pre-pandemic levels and is now clearly below the trend rate of economic growth, due to a significant run-up in equity market multiples. This underscores that stocks are the most dependent on T.I.N.A., “There Is No Alternative,” than at any other point since the global financial crisis. It is unclear what ERP investors will require to contend with the myriad risks to the longer-term economic outlook, many of which are political or geopolitical in nature and which did not exist in the early 2000s. Chart II-19Now, Stocks Are Increasingly Dependent On Low Bond Yields Now, Stocks Are Increasingly Dependent On Low Bond Yields Now, Stocks Are Increasingly Dependent On Low Bond Yields Consequently, there are meaningful odds that equities will experience a “digestion phase” at some point over the coming year as long-maturity bond yields rise – potentially trading flat-to-down in absolute terms for several weeks or months. It is also possible that stocks will experience a more malicious sell-off, if it turns out that equity investors require a structurally higher risk premium than what prevailed prior to the global financial crisis. This is not our base case view. We continue to recommend an overweight stance toward equities in a multi-asset portfolio. But it is a risk that warrants monitoring over the coming year. Finally, rising bond yields clearly favor value over growth stocks on a 12-month time horizon. In the US, the sizeable recent bounce in growth stocks has occurred alongside a renewed decline in the 10-year Treasury yield, which itself has been driven by renewed fears about the economic impact of the Delta variant. Thus, growth stocks may remain well bid relative to value in the very near term. But on a 12-month time horizon, value stocks are likely to outperform their growth peers, as long duration tech sector valuation comes under pressure and financial sector earnings benefit from higher interest rates. Jonathan LaBerge, CFA Vice President The Bank Credit Analyst Footnotes 1 What Has Driven the Recent Increase in Retirements? by Jun Nie and Shu-Kuei X. Yang, Federal Reserve Bank of Kansas City Economic Bulletin, August 11, 2021. 2 Outlooks, Outcomes, and Prospects for U.S. Monetary Policy, by Fed Vice Chair Richard H. Clarida, At the Peterson Institute for International Economics, Washington, D.C. (via webcast), August 4, 2021 3 Please see The Bank Credit Analyst Special Report "The Modern-Day Phillips Curve, Future Inflation, And What To Do About It," dated 18 December, 2020, available at bca.bcaresearch.com

Highlights The decline in the US and UK July services PMIs underscores that pandemic control measures are not the only manner by which COVID-19 impacts the services sector of the economy. A slowdown in Q3 growth in advanced economies from the Delta surge is now all but inevitable. The fact that highly-vaccinated advanced economies have experienced a sharp rise in new cases due to the Delta variant underscores that true herd immunity, as envisioned for most of the pandemic, will likely prove elusive. Consequently, investors need to shift their framework from the idea of herd immunity to that of “NAHRI”: the non-accelerating hospitalization rate of immunity. The vaccination rate is the most obvious indicator of progress towards NAHRI, but immunity from previous infections is also an important contributor. Reasonable estimates of unreported COVID-19 infections suggest that investors have good reason to believe that the US and most other major advanced economies will be above NAHRI, or at least very close to it, at some point in Q4. On a 6-12 month time horizon, economic growth in advanced economies, as well as the trend in financial markets, is not likely to be driven by the Delta variant of COVID-19. Extremely easy monetary policy, pent up savings, and robust revenue growth will support economic growth and the trend in stock prices – despite the fact that analyst earnings expectations are clearly too high. The recent underperformance of China-sensitive assets has been driven by a regulatory crackdown by Chinese authorities on new economy companies, which reflects new socio-political and economic shifts. Chinese stocks are now oversold and could bounce in the near-term, but we would still recommend favoring developed market equities within a global ex-US equity allocation until Chinese policy turns reflationary. Investors should continue to favor stocks versus bonds in a multi-asset portfolio over the coming year, with the proviso that the impact from the Delta variant is likely to cause a near-term growth disappointment. High single-digit earnings growth, coupled with some pressure on multiples, continues to point to mid-single-digit returns from US equities. Within a global equity allocation, we would recommend that investors favor global ex-US stocks, whose outperformance is not dependent on that of EM. Value versus growth, and small caps versus large, will likely benefit from an uptrend in long-maturity bond yields. We recommend that investors favor short USD positions, in response to a likely downtrend in the dollar over the coming year. Feature Chart I-1Meaningful Vaccination Progress Continues Everywhere Except Africa Meaningful Vaccination Progress Continues Everywhere Except Africa Meaningful Vaccination Progress Continues Everywhere Except Africa Over the past month, the Delta variant-driven phase of the pandemic has continued to worsen in several advanced economies, arrayed against a continual improvement in the immunity of the world’s population. Chart I-1 highlights that, outside of Africa, the share of the population that is fully vaccinated against COVID-19 is rising at a robust pace of roughly 10 percentage points per month. But in advanced economies with elevated rates of vaccination compared to the rest of the world, new confirmed cases of COVID-19 accelerated in August, driven in most cases by the Delta variant. Chart I-2 highlights that in the UK, the epicenter of the Delta surge, new cases have begun to rise again after having peaked in late July. UK hospitalizations remain low relative to what has occurred since the onset of the pandemic (panel 2 of Chart I-2), but the US has experienced a more significant rise due to its comparatively low vaccination rate. In addition, reflecting a disparity in vaccination rates within the US that we have highlighted, has a strong political dimension.1 Chart I-3 illustrates that ICU capacity utilization (relative to peak staffed ICU beds) has risen sharply in red states, back above its all-time high. ICU usage in blue states is also rising, but it remains 10 percentage points below its prior peak. Chart I-2UK Hospitalizations Remain Stable, Despite Elevated Case Counts UK Hospitalizations Remain Stable, Despite Elevated Case Counts UK Hospitalizations Remain Stable, Despite Elevated Case Counts Chart I-3Lowly Vaccinated US States Are Suffering The Most From Delta Lowly Vaccinated US States Are Suffering The Most From Delta Lowly Vaccinated US States Are Suffering The Most From Delta   When discussing the pandemic and its economic impact in past Bank Credit Analyst reports, we have emphasized the importance of hospitalizations as the core driver of policymaker decisions about pandemic control measures. In turn, we have focused on control measures as an important driver of economic activity because these measures clearly impede households’ ability to consume many services. Chart I-4Surging Cases Impact Services Activity, Even Without Pandemic Control Measures Surging Cases Impact Services Activity, Even Without Pandemic Control Measures Surging Cases Impact Services Activity, Even Without Pandemic Control Measures But Chart I-4 underscores that control measures are not the only manner by which the pandemic impacts the services sector of the economy. The chart highlights that the Markit services PMI has fallen sharply in July and August in both the US and UK economies, two countries that have few or no pandemic control measures still in place. This is strong evidence that fear and general risk aversion among some consumers is affecting services spending. Given that hospitalizations have remained relatively well controlled in the UK, this also suggests that the impact on consumer sentiment is emerging mostly from new case counts rather than from published hospitalization rates. Chart I-5 highlights that the University of Michigan's Index of Consumer Sentiment fell sharply in August to essentially a 10-year low, providing further evidence that a slowdown in Q3 growth in advanced economies from the Delta surge is now all but inevitable. Chart I-6 highlights that this has not yet been reflected in consensus expectations for growth, suggesting that near-term growth disappointments are likely. Chart I-5A Q3 Growth Slowdown Is Now All But Inevitable... A Q3 Growth Slowdown Is Now All But Inevitable... A Q3 Growth Slowdown Is Now All But Inevitable... Chart I-6...Which Is Not Currently Reflected In Consensus Expectations For Growth ...Which Is Not Currently Reflected In Consensus Expectations For Growth ...Which Is Not Currently Reflected In Consensus Expectations For Growth   Shifting Focus From Herd Immunity To NAHRI The fact that highly vaccinated advanced economies have experienced a sharp rise in new cases due to Delta underscores that true herd immunity, as envisioned for most of the pandemic, will likely prove elusive. This point was underscored earlier this month in public comments by the head of the Oxford Vaccine Group,2 who noted that even relatively small rates of transmission from “breakthrough cases” of vaccinated individuals means that anyone who is unvaccinated will likely be exposed to COVID-19 at some point over the coming months or years. From an economic standpoint, this may not be problematic if the spread of the disease among the unvaccinated is slow, as it would allow hospitals time to process COVID patients without risking an overrun of the system (and thus would likely not necessitate a response from policymakers). But the lack of an achievable herd immunity is clearly a risk if community transmission of the Delta variant is high among unvaccinated individuals, even in a scenario where overall vaccination rates are elevated. Consequently, investors need to shift their framework from the idea of herd immunity to that of “NAHRI”: the non-accelerating hospitalization rate of immunity. This concept is borrowed from the idea of NAIRU (the non-accelerating inflation rate of unemployment), and signifies the point at which sufficient immunity has been reached in a country – either through vaccination or past infection – that results in a stable pace of COVID-19 hospitalizations in the absence of any pandemic control measures or precautionary behavior on the part of consumers. Once NAHRI is reached with no control measures and a pre-pandemic rate of interpersonal contact, the pandemic will be effectively over. Chart I-7The US Vaccination Rate Has Picked Up Modestly The US Vaccination Rate Has Picked Up Modestly The US Vaccination Rate Has Picked Up Modestly One clear difficulty with this perspective is that NAHRI is unknown, making it challenging to determine how close a given economy is to a stable pace of COVID-related hospitalization. The experience of the UK over the past month, with an elevated case count yet stable hospitalizations, may suggest that they are close or approaching a stable-hospitalization immunity rate, although investors will still need to watch the UK closely over the coming weeks to confirm if this is the case. The vaccination rate is the most obvious indicator of progress toward NAHRI, and on this front the US has further to go. Chart I-7 highlights that while the pace of first doses administered in the US has risen over the past two months in response to the Delta wave, it will still take until the end of October or early November for the US to reach levels that have been attained by other advanced economies. The introduction of widespread vaccination mandates, as well as the incentive effects of vaccination passports, might raise this rate over the coming weeks. This is even more likely given the FDA's full approval of the Pfizer/BioNTech vaccine this week. But; immunity from previous infections will also contribute to reaching NAHRI, which raises the question of how many unreported COVID-19 infections have occurred since the onset of the pandemic. This is especially important given recent evidence that a previous COVID-19 infection among those who are unvaccinated appears to provide as much protection against the Delta variant as double-dose vaccination does for those without a previous infection (Chart I-8). Chart I-8A Previous COVID-19 Infection Appears To Offer Strong Protection Against The Delta Variant September 2021 September 2021 In the US, the Center for Disease Control estimates that from February 2020 to May 2021 only 1 in 4.2 COVID-19 infections were reported, suggesting that there were approximately 120 million total infections during that period. That would be quite positive for the economic outlook if accurate, as it would imply that the true immunity rate in the US is probably much closer to NAHRI than the vaccination rate would imply. However, it is also possible that the Center's estimate is too high, which is what some surveys of Americans seem to suggest. In mid-to-late February, a Pew Research survey reported that 25% of US adults had either tested positive for COVID-19, tested positive for antibodies against the SARS-COV-2 virus, or were confident that they already contracted the virus. This compares with 8.5% of the US population with a confirmed case of COVID-19 at that time, suggesting that the true ratio of reported cases to total infections is closer to 1:3. Chart I-9 highlights what the true US immunity rate might look like compared with the published vaccination rate based on different estimates of unreported infections. The chart highlights that a 1:3 ratio of reported cases to total infections implies an additional 10 percentage points of immunity, which would bring US first-dose vaccination rates in line with those of other DM countries. When combined with a slow but still ongoing rise in first doses administered, as well as emergency use eligibility of children under 12 years old targeted by the end of September, investors have good reason to believe that the US and most other major advanced economies will be above NAHRI, or at least very close to it, at some point in Q4. Chart I-9The True US Immunity Rate May Be A Lot Higher Than The Vaccination Rate Would Suggest September 2021 September 2021 A Permanent Shift In Consumer Behavior? The inability to reach true herd immunity, combined with the recent slowdown in services activity in response to a surge in cases from the Delta variant, raises the issue of whether altered consumer behavior will persist beyond the next few months. Chart I-10A Positive Sign That The Delta Wave May Be Abating A Positive Sign That The Delta Wave May Be Abating A Positive Sign That The Delta Wave May Be Abating In our view, the answer is: probably not. First, Chart I-10 makes the simple point that the transmission rate is already falling in advanced economies, suggesting that fears of a complete explosion in new cases beyond previous highs are unfounded. Second, the behavior of consumers over the past two months has been reasonable, but is unlikely to continue once nations begin to approach NAHRI. The Delta variant is still relatively new, and its higher transmissibility, as well as its seemingly higher hospitalization rate for those who are unvaccinated, has understandably given some consumers pause over the past few months (even those who are vaccinated). This is likely especially true among adults with young children in their household, given that they are not currently able to receive a vaccine and given a significant rise in pediatric cases that has occurred in some countries. But the reality is that the world will have to live with the existence of COVID-19 permanently, which consumers, investors, and policymakers will all soon come to accept and normalize. It will become endemic, and receiving annual booster shots against the disease may become a permanent ritual for people around the world. In advanced economies, once most or all individuals who wish to be vaccinated have had the chance to receive their shot, it seems unlikely that periodic waves of rising cases among the unvaccinated will be seen as a threat to individual health, especially if the increase in hospitalizations is limited and the viability of the health care system is not under threat. Beyond Delta: The Economy And Financial Markets In A Year’s Time On a 6-12 month time horizon, economic growth in advanced economies, as well as the trend in financial markets, is not likely to be driven by the Delta variant of COVID-19. Instead, the cyclical investment outlook will continue to depend on the factors that we have discussed in several previous reports: Extremely Easy Monetary Policy: Chart I-11 illustrates the 10-year US Treasury yield relative to trend nominal GDP growth. The chart highlights that long-maturity US government bond yields have not been this low relative to trend growth since the late-1970s, which will continue to support domestic demand even if growth moderates over the coming year. Excess Savings: A waning growth impulse from fiscal policy will likely weigh on real goods spending, which is roughly 10 percent higher than its pre-pandemic trend (Chart I-12). But services spending, which accounts for about 70% of overall consumer spending, is still 5% below its pre-COVID trend and will be supported by the deployment of a significant amount of excess savings that have accumulated over the course of the pandemic. Some of these excess savings have probably been deployed to pay down debt, but a sizeable portion likely remains to support services spending. Chart I-13 highlights that the gap in spending is fairly broad-based across different services categories, underscoring that a recovery in services spending is not overly-dependent on the return of a particular type of consumer spending behavior. Chart I-11US Monetary Policy Is Extraordinarily Easy US Monetary Policy Is Extraordinarily Easy US Monetary Policy Is Extraordinarily Easy Chart I-12Pent-Up Savings Will Support Services Spending Pent-Up Savings Will Support Services Spending Pent-Up Savings Will Support Services Spending   Robust Revenue Growth: The equity market is likely to be supported by strong revenue growth over the coming year, even if it modestly disappoints current expectations. Chart I-14 presents bottom-up analysts’ expectations for S&P 500 sales per share growth over the coming year, alongside a proxy for nominal growth expectations (12-month forward expectations for real GDP growth plus 2 percentage points). The chart highlights that, while expectations for sales growth are modestly above what our proxy would suggest, nominal growth expectations are the strongest they have been in over a decade. Chart I-13Missing Services Spending Is Broad- Based Across Spending Categories September 2021 September 2021 Chart I-14S&P 500 Revenue Growth Is Likely To Be Strong Over The Coming Year... S&P 500 Revenue Growth Is Likely To Be Strong Over The Coming Year... S&P 500 Revenue Growth Is Likely To Be Strong Over The Coming Year...   On the latter point, while revenue growth will likely support the equity market, expectations for earnings are now clearly too high. Chart I-15 highlights that bottom-up analysts are calling for 18% earnings growth over the coming year – after what has already been a very impressive earnings recovery – and for profit margins to expand by a full percentage point from what is already a new high. Chart I-16 presents a long-term perspective on corporate profit margins, highlighting how stretched they have become even relative to the uptrend of the past three decades. Chart I-15...Even Though Earnings Expectations Are Clearly Too High ...Even Though Earnings Expectations Are Clearly Too High ...Even Though Earnings Expectations Are Clearly Too High Chart I-16US Profit Margins Are Very Elevated, Even Given The Past Three Decade's Uptrend US Profit Margins Are Very Elevated, Even Given The Past Three Decade's Uptrend US Profit Margins Are Very Elevated, Even Given The Past Three Decade's Uptrend     Chart I-17 highlights that earnings expectations usually disappoint, given the perennial optimism of bottom-up analyst expectations. The chart shows that they historically disappoint on the order of 5 percentage points, but that a 10 percentage point miss would not be so uncommon. Thus, EPS growth that is in line with the revenue growth proxy shown in Chart I-14 will not likely weigh on investor sentiment. China And EM Stocks As a final point about the macro and cyclical investment outlook, Chart I-18 highlights that our Market-Based China Growth Indicator has fallen below the boom/bust line for the first time since the middle of last year. We highlighted in last month’s report that China would not likely provide the global economy with a growth impulse until Chinese policy turns reflationary, and financial assets that are sensitive to Chinese economic growth are now flashing a warning sign. We therefore continue to believe that a normalization in services spending in advanced economies remains the likely impulse for global growth over the coming year. Chart I-17A 10% Earnings Miss Over The Coming Year Would Not Be Unprecedented A 10% Earnings Miss Over The Coming Year Would Not Be Unprecedented A 10% Earnings Miss Over The Coming Year Would Not Be Unprecedented Chart I-18Chinese Growth Proxies Are Performing Poorly Chinese Growth Proxies Are Performing Poorly Chinese Growth Proxies Are Performing Poorly   However, at least a part of the recent underperformance of China-sensitive assets has been driven by the spectacular underperformance of broadly-defined tech stocks in China since late-May (Chart I-19). The selloff in Chinese tech stocks has been triggered by a regulatory crackdown by Chinese authorities on new economy companies, which reflects new socio-political and economic shifts in China – which are thus not likely to be transitory. Still, Chinese stocks are now oversold even in absolute terms (Chart I-20), raising the question of whether EM stocks overall are due for a bounce. Chart I-19Some Of The Recent EM Underperformance Reflects The Chinese Regulatory Crackdown Some Of The Recent EM Underperformance Reflects The Chinese Regulatory Crackdown Some Of The Recent EM Underperformance Reflects The Chinese Regulatory Crackdown Chart I-20Chinese Stocks Are Oversold In Absolute Terms Chinese Stocks Are Oversold In Absolute Terms Chinese Stocks Are Oversold In Absolute Terms     In the short term, the answer is yes, but over a 6-12 month time horizon we would still recommend favoring developed market equities within a global ex-US equity allocation. First, while policy from China may eventually act as a catalyst for EM equities, BCA’s China strategists do not believe that Chinese policymakers have yet reached the “pain point” that would signal regulatory and monetary policy easing. Second, China and EM more generally is comparatively tech heavy, and thus will face headwinds on a relative basis if value outperforms growth over the coming year (as we expect). Chart I-21EM Stocks Do Not Offer A Compelling Value Catalyst Versus DM Ex-US EM Stocks Do Not Offer A Compelling Value Catalyst Versus DM Ex-US EM Stocks Do Not Offer A Compelling Value Catalyst Versus DM Ex-US Third, Chart I-21 highlights that EM stocks offer no compelling value proposition relative to DM ex-US equities. EM stocks are modestly cheap on a 12-month forward P/E basis (trading at a 13% discount), but this has been true historically – with the exception of a brief period from mid-2007 to mid-2008. Relative to the past decade, EM valuation is at roughly average levels versus global ex-US stocks, suggesting that Chinese policy and sector performance trends are likely to be the key drivers for EM performance relative to non-US equities. Investment Conclusions Chart I-22Favor DM Ex-US Vs. US, And Value Vs. Growth, Over The Coming Year Favor DM Ex-US Vs. US, And Value Vs. Growth, Over The Coming Year Favor DM Ex-US Vs. US, And Value Vs. Growth, Over The Coming Year In Section 2 of this month’s report, we explain why the Fed’s maximum employment criterion is likely to be reached earlier than investors and the Fed itself expects. This suggests that equity multiples may come under pressure over the coming year as long-maturity government bond yields rise. However, we noted above that earnings are likely to grow at a high single-digit pace, and that this is likely to support the uptrend in US stock prices as developed economies approach or surpass the non-accelerating hospitalization rate of immunity from COVID-19 and the world continues to move toward to a post-pandemic state. In combination with our expectation of rising government bond yields, investors should thus continue to favor stocks versus bonds in a multi-asset portfolio over the coming year, with the proviso that the impact from Delta is likely to cause a near-term growth disappointment. On a 12-month time horizon, high single-digit earnings growth coupled with some pressure on multiples continues to point to mid-single-digit returns from US equities. Within a global equity allocation, we would recommend that investors favor global ex-US stocks. The outperformance of the latter is not dependent on the outperformance of emerging markets, as Chart I-22 highlights that DM ex-US equities now trade at close to a 30% discount relative to their US counterparts – an extreme reading that partially reflects the extraordinary discount of global value versus growth stocks (panel 2). The trend in value versus growth is strongly correlated with the trend in financials versus broadly-defined technology stocks, and rising long-maturity bond yields favor the earnings of the former and weigh on the multiples of latter. Chart I-23 highlights that global small cap stocks may also outperform over the coming year, given their fairly strong correlation with long-maturity bond yields since the start of the pandemic. Finally, as we have noted in previous reports, the US dollar is a reliably counter-cyclical currency over 12-month periods. The recent bounce in the US dollar in the face of rising stock prices has deviated from this relationship, but only modestly so (Chart I-24). A similar deviation occurred in Q1 of this year, and was resolved with the dollar, not stock prices, moving lower. Consequently, we recommend that investors favor short USD positions, in response to a likely downtrend in the dollar over the coming year. Chart I-23Small Cap Stocks Will Likely Outperform If Long-Maturity Bond Yields Rise Small Cap Stocks Will Likely Outperform If Long-Maturity Bond Yields Rise Small Cap Stocks Will Likely Outperform If Long-Maturity Bond Yields Rise Chart I-24A Pro-Risk Investment Stance Argues For A Dollar Downtrend A Pro-Risk Investment Stance Argues For A Dollar Downtrend A Pro-Risk Investment Stance Argues For A Dollar Downtrend   Jonathan LaBerge, CFA Vice President The Bank Credit Analyst August 26, 2021 Next Report: September 30, 2021 II. The Return To Maximum Employment: It May Be Faster Than You Think When defining maximum employment, many investors focus on the state of the labor market that prevailed as of February 2020. However, the US labor market was beyond maximum employment levels at the onset of the COVID-19 pandemic, suggesting that the Fed is likely to raise interest rates before the unemployment rate falls back to 3.5%. This assumes that the Fed deems the ongoing recovery in the labor market to be “broad-based and inclusive,” given revisions to the FOMC’s Statement on Longer-Run Goals and Monetary Policy Strategy last August. The extraordinary nature of the COVID-19 pandemic has indeed had an outsized impact on some demographic segments of the labor market, but most of these effects already have or are likely to be reversed as the overall unemployment rate continues to fall. A permanent decline in the participation rate, relative to pre-pandemic levels, is likely given ongoing demographic trends. Even if the recent behavioral impact of retirements is overdone, the demographic impact of retirement on the participation rate suggests that the Federal Reserve may hit its maximum employment objective by next summer, barring a long-lasting impact on US economic activity from the Delta variant of COVID-19. In a 2H 2022 rate hike scenario, the fair value of the 10-year Treasury yield will be 2.2%-2.3% next year, which the market is not priced for. This underscores that investors should maintain a short duration position within a fixed-income portfolio, and that equity investors should favor value over growth stocks on a 12-month time horizon. The cyclical outlook for monetary policy in the US rests heavily, if not exclusively, on the length of time needed to return to maximum employment. In this report, we argue that a complete return to the state of the labor market as of February 2020 is probably not required for the Fed’s maximum employment objective to be met, because the jobs market was likely beyond maximum employment at that time. In addition, we highlight that the broad-based and inclusive nature of the Fed's maximum employment objective is objective will not delay the first Fed rate hike beyond what the trajectory of the unemployment rate would suggest, as the odds of a persistent negative impact on demographic segments of the labor market no longer seem meaningful. In fact, the one partial exception that we can identify – retirement – argues for an earlier return to maximum employment. We conclude by noting that a first Fed rate hike is possible by the middle of next year, barring a long-lasting impact on US economic activity from the Delta variant of COVID-19 or if the Fed’s inflation liftoff criteria are no longer met. Normalized levels of inflation expectations, as well as reasonable estimates of a closed output gap over the coming year, suggest that inflation itself will remain liftoff-consistent barring a significant shock to growth or a major disinflationary/deflationary supply-side event. A 2022 rate hike is not currently reflected in market pricing, underscoring that investors should remain short duration within a fixed-income portfolio. Equity investors should expect a meaningful rise in stock market volatility as long-maturity yields rise over the coming year, and should favor value over growth stocks once fears of the likely impact of the Delta variant on near-term economic growth abate. Defining “Maximum Employment” Chart II-1Last Cycle, Rates Began To Rise Before Maximum Employment Was Reached Last Cycle, Rates Began To Rise Before Maximum Employment Was Reached Last Cycle, Rates Began To Rise Before Maximum Employment Was Reached Last September, the Fed’s official shift to an average inflation targeting regime represented a significant break from how the Fed conducted monetary policy in the past. The shift replaced what was previously a “symmetric” 2% inflation target with the goal of achieving inflation that averages 2% over time, meaning that monetary policy is no longer strictly forward-looking. According to the Fed's previous framework, monetary policy should start to tighten before the economy reaches its full employment level, in anticipation that further declines in the unemployment rate will likely lead to accelerating inflation. For example, during the last economic cycle, the Fed began to raise interest rates in December 2015, when the unemployment rate stood at 5% (Chart II-1). But the Fed's new regime implies that the onset of tightening should begin later, the criteria for which was explicitly laid out in the September 2020 FOMC statement: “The Committee decided to keep the target range for the federal funds rate at 0 to 1/4 percent and expects it will be appropriate to maintain this target range until labor market conditions have reached levels consistent with the Committee's assessments of maximum employment and inflation has risen to 2 percent and is on track to moderately exceed 2 percent for some time.” In addition, while the Fed’s statutory mandate from Congress has always included the pursuit of maximum employment as an objective of monetary policy, revisions to the FOMC’s Statement on Longer-Run Goals and Monetary Policy Strategy last August explicitly noted that the maximum level of employment is a “broad-based and inclusive goal.” This has left many investors questioning when the Fed’s maximum employment criterion will be reached, with some market participants believing that a complete return to the state of the labor market that prevailed as of February 2020 will be required before the Fed lifts interest rates. But there are three arguments suggesting that the US labor market was beyond maximum employment levels at the onset of the COVID-19 pandemic: 1. Chart II-2 highlights that the February 2020 unemployment rate ranked at the 5th percentile of its post-WWII history, and was at its lowest level since the late-1960s. While it is true that the unemployment rate would have been higher for most of the last economic expansion based on December 2007 age-adjusted participation rates, Chart II-3 highlights that this effect had waned by the end of 2019. This underscores that the pre-pandemic unemployment rate likely reflected very low labor market slack. Chart II-2The US Labor Market Was Likely Beyond Maximum Employment Levels Prior To The Pandemic September 2021 September 2021 2. The February 2020 unemployment rate stood at 3.5%, which is at the very low end of the Fed’s NAIRU estimates, and meaningfully below the CBO’S long- and short-term NAIRU projections (Chart II-4). Given that NAIRU estimates signify the level of unemployment that is consistent with a steady inflation rate, this implies that 3.5% is likely below the “maximum employment” unemployment rate. Chart II-3The Part Rate Had Mostly Normalized Just Prior To COVID-19 The Part Rate Had Mostly Normalized Just Prior To COVID-19 The Part Rate Had Mostly Normalized Just Prior To COVID-19 Chart II-4A 3.5% Unemployment Rate Is Likely Below NAIRU A 3.5% Unemployment Rate Is Likely Below NAIRU A 3.5% Unemployment Rate Is Likely Below NAIRU Chart II-5Wage Growth Accelerated In Response To A Sub-4% Unemployment Rate Wage Growth Accelerated In Response To A Sub 4% Unemployment Rate Wage Growth Accelerated In Response To A Sub 4% Unemployment Rate 3. The pre-pandemic trend in wage growth also supports the notion that the labor market was past maximum employment levels at that time. Chart II-5 highlights that average hourly earnings and the Atlanta Fed’s median wage growth tracker were both accelerating in 2018/2019, and Chart II-6 highlights that real average hourly earnings growth of production and nonsupervisory employees was close to its 90th percentile historically at the end of 2019. This underscores that the Fed is likely to raise interest rates before the unemployment rate falls back to 3.5%, assuming that the ongoing recovery in the labor market is deemed by the Fed to be “broad-based and inclusive.”   Chart II-6Real Average Hourly Earnings Growth Was At Its 90th Percentile Historically Prior To COVID-19 September 2021 September 2021 Breadth, Inclusivity, And Participation Chart II-7The "She-cession" Is Over The "She-cession" Is Over The "She-cession" Is Over The extraordinary nature of the COVID-19 pandemic has indeed had an outsized impact on some demographic segments of the labor market, but most of these effects have already reversed or are likely to as the overall unemployment rate continues to fall. And as we highlight below, the one partial exception that we can identify – retirement – in fact argues for an earlier return to maximum employment. We focus our demographic segment analysis on four main categories: 1. employment by gender; 2. race; 3. wage level and education; and 4. the impact on labor force participation from retirement. Gender Chart II-7 highlights the impact of the pandemic on the US labor market by gender. In 2020, the impact of the pandemic fell disproportionately on women. The unemployment rate rose close to 13 percentage points for women from February to April of last year, versus a 10 percentage point rise for men. In addition, the recovery in the participation rate last year was less robust for women, who disproportionately cited family responsibilities as the basis for not participating in the labor force. However, Chart II-7 also highlights that the disproportionate labor market impact of the pandemic on women is now over, with the female unemployment rate closer to its pre-pandemic level than for men, with a similar recovery in the participation rate. The difference in wage growth, relative to February 2020 levels, is also now smaller for women than for men. Thus, barring the development of a new divergence over the coming year, there is no longer any basis for the Federal Reserve to distinguish between men and women in the labor market recovery. Chart II-8Black Unemployment And Labor Force Participation Has Mostly Normalized Black Unemployment And Labor Force Participation Has Mostly Normalized Black Unemployment And Labor Force Participation Has Mostly Normalized Race Chart II-8 highlights the impact of the pandemic on the US labor market by race. In this case, it is clear that a disproportionately negative effect on Black employment persisted for longer than it did for women. But it is also clear that the Black unemployment rate is now roughly the same magnitude above its February 2020 level as is the case for the overall unemployment rate. In June, the Black labor force participation rate had actually recovered more than the overall participation rate, although it did decline meaningfully in July. The Black labor force participation rate has shown itself to be highly volatile since the onset of the pandemic, and we doubt that the July reading marks a decoupling from the overall participation rate. It is also true that median non-white wage growth has decelerated significantly more than median white wage growth during the pandemic, but this has occurred from a very elevated starting point. Median non-white wage growth was growing a full percentage point above median white wage growth just prior to the pandemic, compared with a half a percentage point below today. This deceleration has likely occurred as a lagged impact from the larger rise in Black unemployment noted above, which has now dissipated – suggesting that nonwhite wage growth is not likely to meaningfully lag over the coming year. Two additional points highlight that Black unemployment, labor force participation, and wages are likely to be highly correlated with overall labor market trends over the coming year. First, Chart II-9 highlights that in 2019 Black workers were underrepresented in management / professional and natural resources / construction / maintenance occupations, and overrepresented in service and production / transportation / material moving occupations. Given that services spending remains below its pre-pandemic trend, it is likely that the Black unemployment rate will continue to decline as the gap in leisure and hospitality and other services employment closes further relative to pre-pandemic levels. Chart II-9Black Unemployment Will Fall As Services Spending Recovers September 2021 September 2021 Second, Table II-1 highlights that Black survey respondents to the Census Bureau’s Household Pulse Survey located in New York and California are reporting lower and only modestly higher levels, respectively, of lost employment income than is the case for Black workers in the US overall. Given that services employment in these two states, particularly New York, are the most likely to be negatively impacted by persistent “work-from-home” effects, Table II-1 suggests that Black services employment is not likely to lag gains in overall services employment. Wage Level And Education Chart II-10 highlights wage growth for those with a high school diploma or less, for low-skilled workers, and for those in the lowest average wage quartile, and Charts II-11A & II-11B highlight the impact of the pandemic on the unemployment and participation rates by education. Table II-1No Evidence Of A Negative “Work-From- Home” Effect On Black Unemployment September 2021 September 2021 Chart II-10Wage Growth By Education And Skill Level Is Largely Unchanged Wage Growth By Education And Skill Level Is Largely Unchanged Wage Growth By Education And Skill Level Is Largely Unchanged Chart II-11AThe Least Educated Workers Still Need To See More Job Gains… The Least Educated Workers Still Need To See More Job Gains... The Least Educated Workers Still Need To See More Job Gains... Chart II-11B…But This Will Occur As Services Spending Improves ...But This Will Occur As Services Spending Improves ...But This Will Occur As Services Spending Improves     On the wage front, Chart II-10 makes it clear that there are no major negative differences between those with limited education, limited skills, or limited pay and the overall trend in wage growth relative to pre-pandemic levels. Reflecting a shortage of workers in some services industries, wages for 1st quartile wage earners and low-skilled workers are accelerating, and are poised to reach their highest level since 2008. On the employment and participation front, Charts II-11A & B show that the job market recovery has been less pronounced for high school graduates and those with less than a high school diploma. But, we believe – with high conviction – that this reflects the industry composition of the existing employment gap, which skews heavily towards service and leisure & hospitality. These jobs tend to require less formal education and training, and to offer less pay. Given this, and similar to the case for Black employment, low education employment growth is unlikely to meaningfully diverge from the trend in overall services employment over the coming year. The Impact Of Retirement On Labor Force Participation Chart II-12Most Of The Pandemic Decline In Labor Force Participation Has Occurred Due To Retirement ...But This Will Occur As Services Spending Improves ...But This Will Occur As Services Spending Improves Chart II-12 presents a breakdown of the change in overall labor force participation from Q4 2019 to Q2 2021 by nonparticipation category. The chart is based off the Atlanta Fed’s Labor Force Participation Dynamics dataset, and employs some Bank Credit Analyst estimates to seasonally adjust the impact of some categories in the first half of this year and to align it with the actual change in the published monthly seasonally-adjusted participation rate. The chart underscores that, while family responsibilities and those who are not in the labor force but who want a job (the shadow labor force) have been important contributors to the decline in labor force participation since the onset of the pandemic, retirement has been the single most important factor driving the participation rate lower. This sharp drop in labor force participation from retirement likely reflects the decision of some older workers to bring forward their retirement date by a year or two, although a recent study from the Kansas City Fed suggests that the non-demographic component of the recent surge in retirements has mainly been driven by a decline in the number of retirees rejoining the labor force.3 But demographic effects are important, and Chart II-13 highlights that the participation rate has fallen at a rate of roughly 30 basis points per year on average since 2008, reflecting the aging of the population. Chart II-13 is consistent with the age-adjusted participation rate that we showed in Chart II-3 above, and underscores that, even though the recent decline in the participation rate due to retirement is overdone, a permanent decline relative to pre-pandemic levels is likely the result of ongoing demographic trends. In our view, the Federal Reserve is unlikely to regard a demographically-driven decline in the overall participation rate as evidence that the labor market recovery has fallen short of the Fed’s maximum employment objective. It is possible that a return of the working age participation rate to its pre-pandemic level will be viewed as a condition for maximum employment, but Chart II-14 highlights that progress on this front is already more advanced. Chart II-13A Full Recovery To The Pre-Pandemic Labor Force Participation Rate Is Unlikely A Full Recovery To The Pre-Pandemic Labor Force Participation Rate Is Unlikely A Full Recovery To The Pre-Pandemic Labor Force Participation Rate Is Unlikely Chart II-14The Working Age Participation Rate Has Recovered More Than The Overall Part Rate The Working Age Participation Rate Has Recovered More Than The Overall Part Rate The Working Age Participation Rate Has Recovered More Than The Overall Part Rate   A lower overall participation rate results in a faster decline in the unemployment rate for any given level of employment growth. Given that there are minimal-to-no remaining labor market divergences along other demographic dimensions of the labor market that aren’t simply correlated with the overall unemployment rate, the implication of a permanently lower participation rate is that the Federal Reserve is likely to hit its maximum employment objective earlier than market participants, and the Fed itself, are currently expecting. Timing The Return To Maximum Employment, And The First Fed Rate Hike Table II-2 presents the average monthly nonfarm payroll growth that will be required to reach a 3.8% unemployment rate, a level that Fed Vice Chair Richard Clarida recently affirmed would in his view likely constitute maximum employment.4 The values shown in the table assume the trend participation rate shown in Chart II-13 above, as well as a recent average of monthly population growth. Table II-2The Return To Maximum Employment May Be Faster Than You Think September 2021 September 2021 The table highlights that the unemployment rate is likely to fall to 3.8% following the creation of roughly 4.3 million additional jobs. If the monthly change in nonfarm payrolls continues to grow at its average over the past 3 months, this threshold will be met in January 2022 – essentially a full year before the Fed and market participants expect interest rates to begin to rise. Based instead on a simple linear trend of nonfarm payrolls since late last year, the unemployment rate is likely to fall to 3.8% by sometime next summer. As we highlighted above, the Fed has been explicit that its conditions for raising the funds rate are the following: Labor market conditions have reached levels consistent with the Committee's assessments of maximum employment Inflation has risen to 2 percent Inflation is on track to moderately exceed 2 percent for some time. Currently, the second and third conditions for liftoff are present, suggesting that a first rate hike is possible by the middle of next year, barring a long-lasting impact on US economic activity from the Delta variant of COVID-19. We agree that inflation will slow significantly from its current pace over the coming year as pandemic-induced supply-side factors wane, which some investors have noted may put the Fed’s inflation criteria back into play. But we doubt that the Fed will narrowly focus on the year-over-year growth rate in the core PCE deflator – which will be strongly influenced by base effects next year from this year’s comparatively elevated price level – when judging its second and third liftoff criteria. Instead, the Fed is likely to focus on the prevailing “run rate” of inflation that excludes prices experiencing any disinflationary effects of supply-chain normalization. Chart II-15 illustrates one important reason that the Fed’s inflation criteria will remain “checked” over the coming year. The chart shows that the pandemic, especially last year’s fiscal response to it, has “normalized” important measures of inflation expectations (based on an interval of 2004 to today). We noted in a report earlier this year that inflation is determined by both the degree of economic slack and inflation expectations, a framework that the Fed and many economists refer to as the “modern-day Phillips Curve.”5 Chart II-15The Fed’s Inflation Liftoff Criteria Are Likely To Stay “Checked” The Fed's Inflation Liftoff Criterion Are Likely To Stay "Checked" The Fed's Inflation Liftoff Criterion Are Likely To Stay "Checked" Many investors feel that the Phillips Curve has failed to predict weak inflation over the past decade, but we noted in our report that this perception is due to a singular focus on the economic slack component of the modern-day version of the curve – to the exclusion of inflation expectations – and a failure to consider the lasting impact of sustained periods of a negative output gap on those expectations. Chart II-16A Closed Output Gap Will Support Liftoff-Consistent Inflation A Closed Output Gap Will Support Liftoff-Consistent Inflation A Closed Output Gap Will Support Liftoff-Consistent Inflation Chart II-16 highlights that both market and Fed economic projections imply a positive output gap within the next 12 months, suggesting that inflation itself will remain liftoff-consistent barring a significant shock to growth or a major disinflationary/deflationary supply-side event. Declines in the prices of goods that have surged as a result of the disruption of global supply chains could potentially lower inflation expectations over the coming year, but our sense is that this is only likely in a scenario in which the prices of these goods fall below their pre-pandemic levels (which we do not currently expect). Investment Implications      There are three key investment implications of a potentially faster return to maximum employment than is currently anticipated by investors and the Fed. First, Chart II-17 highlights that the market is not priced for a first Fed rate hike by next summer, and Table II-3 highlights that a sizeable majority of respondents to the New York Fed’s Survey of Primary Dealers do not expect a single rate hike in 2022. Chart II-18 highlights that the fair value of the 10-year Treasury yield a year from today is 2.2%-2.3% in a 2H 2022 rate hike scenario, underscoring that a short duration stance is warranted within a fixed-income portfolio over the coming year – barring a long-lasting impact on economic activity from the Delta variant of COVID-19. Chart II-17The Market Is Not Fully Priced For A Quick Return To Maximum Employment The Market Is Not Fully Priced For A Quick Return To Maximum Employment The Market Is Not Fully Priced For A Quick Return To Maximum Employment Table II-3Market Participant Surveys Show No Hike Expectations Next Year September 2021 September 2021 Chart II-18Investors Should Maintain A Short-Duration Fixed-Income Stance Investors Should Maintain A Short-Duration Fixed-Income Stance Investors Should Maintain A Short-Duration Fixed-Income Stance Second, while a 2.2%-2.3% 10-year Treasury yield would not necessarily be negative for stock prices on a sustained basis, Chart II-19 shows that it would bring the equity risk premium (ERP) within its 2002-2007 range. The level of the 10-year yield that is consistent with that range has fallen relative to pre-pandemic levels and is now clearly below the trend rate of economic growth, due to a significant run-up in equity market multiples. This underscores that stocks are the most dependent on T.I.N.A., “There Is No Alternative,” than at any other point since the global financial crisis. It is unclear what ERP investors will require to contend with the myriad risks to the longer-term economic outlook, many of which are political or geopolitical in nature and which did not exist in the early 2000s. Chart II-19Now, Stocks Are Increasingly Dependent On Low Bond Yields Now, Stocks Are Increasingly Dependent On Low Bond Yields Now, Stocks Are Increasingly Dependent On Low Bond Yields Consequently, there are meaningful odds that equities will experience a “digestion phase” at some point over the coming year as long-maturity bond yields rise – potentially trading flat-to-down in absolute terms for several weeks or months. It is also possible that stocks will experience a more malicious sell-off, if it turns out that equity investors require a structurally higher risk premium than what prevailed prior to the global financial crisis. This is not our base case view. We continue to recommend an overweight stance toward equities in a multi-asset portfolio. But it is a risk that warrants monitoring over the coming year. Finally, rising bond yields clearly favor value over growth stocks on a 12-month time horizon. In the US, the sizeable recent bounce in growth stocks has occurred alongside a renewed decline in the 10-year Treasury yield, which itself has been driven by renewed fears about the economic impact of the Delta variant. Thus, growth stocks may remain well bid relative to value in the very near term. But on a 12-month time horizon, value stocks are likely to outperform their growth peers, as long duration tech sector valuation comes under pressure and financial sector earnings benefit from higher interest rates. Jonathan LaBerge, CFA Vice President The Bank Credit Analyst III. Indicators And Reference Charts BCA’s equity indicators highlight that the “easy” money from expectations of an eventual end to the pandemic have already been made. Our technical, valuation, and sentiment indicators are very extended, highlighting that investors should expect positive but modest returns from stocks over the coming 6-12 months. Our monetary indicator has retreated below the boom/bust line, although this mostly reflects the use of producer prices to deflate money growth. In nominal terms, the supply of money continues to grow. Still, the retreat in the indicator over the past year highlights that the monetary policy stance is likely to shift in a tighter direction over the coming year. Forward equity earnings are pricing in a substantial further rise in earnings per share, and there is no meaningful sign of waning forward earnings momentum. Bottom-up analyst earnings expectations are now almost certainly too high, but stocks are likely to be supported by robust revenue growth over the coming year. Within a global equity portfolio, global ex-US equities have underperformed alongside cyclical sectors, banks, and value stocks more generally. On a 12-month time horizon, we would recommend that investors position for the underperformance of financial assets that are negatively correlated with long-maturity government bond yields. But investors more focused on the near term, we would note the potential for further underperformance of cyclical sectors, value stocks, international equities, and most global ex-US currencies versus the US dollar. The US 10-Year Treasury yield has fallen sharply since mid-March, but may be in the process of bottoming. This decline was initially caused by waning growth momentum, but has since morphed into concern about the impact of the delta variant of SARS-COV-2 and the implications for US monetary policy. 10-year Treasury yields are well below the fair value implied by a late-2022 rate hike scenario, underscoring that the recent decline in long-maturity yields is overdone. The extreme rise in some commodity prices over the past several months has eased. Lumber prices have almost fully normalized, whereas the 3-month rate of change in industrial metals prices is now close to zero. An eventual slowdown in US goods spending, coupled with eventual supply-chain normalization and the absence of a significant reflationary impulse from Chinese policy, will likely weigh on commodity prices at some point over the coming 6-12 months. US and global LEIs remain very elevated, but are starting to roll over. Our global LEI diffusion index has declined very significantly, but this likely reflects the outsized impact of a few emerging market countries (whose vaccination progress is still lagging). Still-strong leading and coincident indicators underscore that the global demand for goods is robust, and that output is below pre-pandemic levels in most economies because of very weak services spending. The latter will recover significantly at some point over the coming year, as social distancing and other pandemic control measures disappear. EQUITIES: Chart III-1US Equity Indicators US Equity Indicators US Equity Indicators Chart III-2Willingness To Pay For Risk Willingness To Pay For Risk Willingness To Pay For Risk Chart III-3US Equity Sentiment Indicators US Equity Sentiment Indicators US Equity Sentiment Indicators   Chart III-4US Stock Market Breadth US Stock Market Breadth US Stock Market Breadth Chart III-5US Stock Market Valuation US Stock Market Valuation US Stock Market Valuation Chart III-6US Earnings US Earnings US 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-9US Treasurys And Valuations US Treasurys And Valuations US Treasurys And Valuations Chart III-10Yield Curve Slopes Yield Curve Slopes Yield Curve Slopes Chart III-11Selected US Bond Yields Selected US Bond Yields Selected US Bond Yields Chart III-1210-Year Treasury Yield Components 10-Year Treasury Yield Components 10-Year Treasury Yield Components Chart III-13US Corporate Bonds And Health Monitor US Corporate Bonds And Health Monitor US 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-16US Dollar And PPP US Dollar And PPP US Dollar And PPP Chart III-17US Dollar And Indicator US Dollar And Indicator US Dollar And Indicator Chart III-18US Dollar Fundamentals US Dollar Fundamentals US 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-28US And Global Macro Backdrop US And Global Macro Backdrop US And Global Macro Backdrop Chart III-29US Macro Snapshot US Macro Snapshot US Macro Snapshot Chart III-30US Growth Outlook US Growth Outlook US Growth Outlook Chart III-31US Cyclical Spending US Cyclical Spending US Cyclical Spending Chart III-32US Labor Market US Labor Market US Labor Market Chart III-33US Consumption US Consumption US Consumption Chart III-34US Housing US Housing US Housing Chart III-35US Debt And Deleveraging US Debt And Deleveraging US Debt And Deleveraging   Chart III-36US Financial Conditions US Financial Conditions US 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   Jonathan LaBerge, CFA Vice President The Bank Credit Analyst Footnotes 1 Please see The Bank Credit Analyst "July 2021," dated June 24, 2021, available at bca.bcaresearch.com 2 “Herd immunity a ‘mythical’ goal that will never be reached, says Oxford vaccine head”, The Telegraph, August 10, 2021. 3 What Has Driven the Recent Increase in Retirements? by Jun Nie and Shu-Kuei X. Yang, Federal Reserve Bank of Kansas City Economic Bulletin, August 11, 2021. 4 Outlooks, Outcomes, and Prospects for U.S. Monetary Policy, by Fed Vice Chair Richard H. Clarida, At the Peterson Institute for International Economics, Washington, D.C. (via webcast), August 4, 2021 5 Please see The Bank Credit Analyst Special Report "The Modern-Day Phillips Curve, Future Inflation, And What To Do About It," dated 18 December, 2020, available at bca.bcaresearch.com

Highlights US crude oil output will continue its sharp recovery before leveling off by mid-2022, in our latest forecast (Chart of the Week). The recovery in US production is led by higher Permian shale-oil production, which is quietly pushing toward pre-COVID-19 highs while other basins languish. Permian output in July was ~ 143k b/d below the basin's peak in Mar20, and likely will surpass its all-time high output in 4Q21. Overall US shale-oil output remains ~ 1.1mm b/d below Nov19's peak of 9.04mm b/d, but we expect it to end the year at 7.90mm b/d and to average 8.10mm b/d for 2022. We do not expect US crude oil production to surpass its all-time high of 12.9mm b/d of Jan20 by the end of 2023. Instead, exploration & production (E&P) companies will continue to prioritize shareholders' interests. This means larger shares of free cashflow will go to shareholders, and not to drilling for the sake of increasing output. While our overall balances estimates remain largely unchanged from last month, we have taken down our expectation for demand growth this year by close to 360k b/d and moved it into 2022, due to continuing difficulties containing the COVID-19 Delta variant. Our Brent crude oil forecasts for 2H21, 2022 and 2023 remain largely unchanged at $70, $73 (down $1) and $80/bbl. WTI will trade $2-$3/bbl lower. Feature Chart 1US Crude Recovery Continues US Crude Recovery Continues US Crude Recovery Continues Global crude oil markets are at a transition point. The dominant producer – OPEC 2.0 – begins retuning 400k b/d every month to the market from the massive 5.8mm b/d of spare capacity accumulated during the COVID-19 pandemic. For modeling purposes, it is not unreasonable to assume this will be a monthly increment returned to the market until the accumulated reserves are fully restored. This would take the program into 2H22, per OPEC's 18 July 2021 communique issued following the meeting that produced this return of supply. Thereafter, the core group of the coalition able to increase and sustain higher production – Kuwait, the UAE, Iraq, KSA and Russia – is expected to meet higher demand from their capacity.1 There is room for maneuver in the OPEC 2.0 agreement up and down. We continue to expect the coalition to make supply available as demand dictates – a data-dependent strategy, not unlike that of central banks navigating through the pandemic. This could stretch the return of that 5.8mm b/d of accumulated spare capacity further into 2H22 than we now expect. The pace largely depends on how quickly effective vaccines are distributed globally, particularly to EM economies over the course of this year and next. US Shale Recovery Led By Permian Output While OPEC 2.0 continues to manage member-state output – keeping the level of supply below that of demand to reduce global inventories – US crude oil output is quietly recovering. We expect this to continue into 1H22 (Chart 2). Chart 2Permian Output Recovers Strongly Permian Output Approaches Pre-Covid Peak Permian Output Approaches Pre-Covid Peak The higher American output in the Lower 48 states primarily is due to the continued growth of tight-oil shale production in the low-cost Permian Basin (Chart 3). This has been aided in no small part by the completion of drilled-but-uncompleted (DUC) wells in the Permian and elsewhere. Chart 3E&Ps Favor Permian Assets Permian Output Approaches Pre-Covid Peak Permian Output Approaches Pre-Covid Peak Since last year’s slump, the rig count has increased; however, compared to pre-pandemic levels, the number of rigs presently deployed are not sufficient to sustain current production. The finishing of DUC wells means that, despite the low rig count during the pandemic, shale oil supply has not dipped by a commensurate amount. This is a major feat, considering shale wells’ high decline rates. Chart 4US Producers Remain Focused On Shareholder Priorities US Producers Remain Focused On Shareholder Priorities US Producers Remain Focused On Shareholder Priorities DUCS have played a large role in sustaining overall US crude oil production. According to the EIA, since its peak in June 2020, DUCs in the shale basins have fallen by approximately 33%. As hedges well below the current market price for shale producers roll off, and DUC inventories are further depleted, we expect to see more drilling activity and the return of more rigs to oil fields. We do not expect US crude oil output to surpass its all-time high of 12.9mm b/ of Jan20 by the end of 2023. Instead, exploration & production (E&P) companies will continue to prioritize shareholders' interests. This means only profitable drilling supporting the free cashflow that allows E&Ps to return capital to shareholders will receive funding. US oil and gas companies have a long road back before they regain investors' trust (Chart 4).   Demand Growth To Slow We expect global demand to increase 5.04mm b/d y/y in 2021, down from last month's growth estimate of 5.4mm b/d. We have taken down our expectation for demand growth this year by ~ 360k b/d and moved it into 2022, because of reduced mobility and local lockdowns due to continuing difficulties in containing the COVID-19 Delta variant, particularly in Asia (Chart 5).2 We continue to expect the global rollout of vaccines to increase, which will allow mobility restrictions to ease, and will support demand. This has been the case in the US, EU and is expected to continue as Latin America and other EM economies receive more efficacious vaccines. Thus, as DM growth slows, EM oil demand should pick up (Chart 6). Chart 5COVID-19 Delta Variant's Spread Remains Public Health Challenge Permian Output Approaches Pre-Covid Peak Permian Output Approaches Pre-Covid Peak Chart 6EM Demand Growth Will Offset DM Slowdown EM Demand Growth Will Offset DM Slowdown EM Demand Growth Will Offset DM Slowdown Net, we continue to expect demand for crude oil and refined products to grind higher, and to be maintained into 2023, as mobility rises, and economic growth continues to be supported by accommodative monetary policy and fiscal support. If anything, the rapid spread of the Delta variant likely will predispose central banks to continue to slow-walk normalizing monetary policy and interest rates. Global Balances Mostly Unchanged Chart 7Oil Markets To Remain Balanced Oil Markets To Remain Balanced Oil Markets To Remain Balanced Although we have shifted part of the demand recovery into next year, at more than 5mm b/d of growth, our 2021 expectation is still strong. This is expected to continue next year and into 2023 although not at 2021-22 rates. Continued production restraint by OPEC 2.0 and the price-taking cohort outside the coalition will keep the market balanced (Chart 7). We expect OPEC 2.0's core group of producers – Kuwait, the UAE, Iraq, KSA and Russia – will continue to abide by the reference production levels laid out in 18 July 2021 OPEC communique. Capital markets can be expected to continue constraining the price-taking cohort's misallocation of resources. These factors underpin our call for balanced markets (Table 1), and our view inventories will continue to draw (Chart 8). Table 1BCA Global Oil Supply - Demand Balances (MMb/d, Base Case Balances) To Dec23 Permian Output Approaches Pre-Covid Peak Permian Output Approaches Pre-Covid Peak Our balances assessment leaves our price expectations unchanged from last month, with Brent's price trajectory to end-2023 intact (Chart 9). We expect Brent crude oil to average $70, $73 and $80/bbl in 2H21, 2022 and 2023, respectively. WTI is expected to trade $2-$3/bbl lower over this interval. Chart 8Inventories Will Continue To Draw Inventories Will Continue To Draw Inventories Will Continue To Draw Chart 9Brent Prices Trajectory Intact Brent Prices Trajectory Intact Brent Prices Trajectory Intact   Investment Implications Balanced oil markets and continued inventory draws support our view Brent and refined-product forward curves will continue to backwardate, even if the evolution of this process is volatile. As a result, we remain long the S&P GSCI and the COMT ETF, which is optimized for backwardation. We continue to wait for a sell-off to get long the SPDR S&P Oil & Gas Exploration & Production ETF (XOP ETF).   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com Commodities Round-Up Energy: Bullish The US EIA expects natural gas inventories at the end of the storage-injection season in October to be 4% below the 2016-2020 five-year average, at 3.6 TCF. At end-July, inventories were 6% below the five-year average (Chart 10). Colder-than-normal weather this past winter – particularly through the US Midwest and Texas natural gas fields – affected production and drove consumption higher this past winter, which forced inventories lower. Continued strength in LNG exports also are keeping gas prices well bid, as Asian and European markets buy fuel for power generation and to accumulate inventories ahead of the coming winter. Base Metals: Bullish The main worker’s union at Chile's Escondida mine, the largest in the world, and BHP reached an agreement on Friday to avoid a strike. The mine is expected to constitute 5% of total mined global copper supply for 2021. China's refined copper imports have been falling for the last three months (Chart 11). Weak economic data – China reported slower than expected growth in retail sales and manufacturing output for July – contributed to lower import levels.  Precious Metals: Bullish Gold has been correcting following its recent decline, ending most days higher since the ‘flash crash’ last Monday, facilitated by a drop in real interest rates. The Jackson Hole Symposium next week will provide insights to market participants regarding the Fed’s future course of action and if it is in fact nearing an agreement to taper asset purchases. According to the Wall Street Journal, some officials believe the program could end by mid-2022 on the back of strong hiring reports. This was corroborated by minutes of the FOMC meeting which took place in July, which suggested a possibility to begin tapering the program by year-end. While the Fed stressed there was no mechanical relationship between the tapering and interest rate hikes, this could be bearish for gold, as real interest rates and the bullion move inversely. On the other hand, political uncertainty and a potential economic slowdown in China will support gold prices. Ags/Softs: Neutral Grain and bean crops are in slightly worse shape this year vs the same period in 2020, according to the USDA. The Department reported 62% of the US corn crop was in good to excellent condition for the week ended 15 August 2021, compared to 69% for the same period last year. 57% of the soybean crop was in good-to-excellent shape for the week ending on the 15th vs 72% a year ago. Chart 10 US WORKING NATGAS IN STORAGE GOING DOWN US WORKING NATGAS IN STORAGE GOING DOWN Chart 11 Permian Output Approaches Pre-Covid Peak Permian Output Approaches Pre-Covid Peak Footnotes 1 Please see our report of 22 July 2021, OPEC 2.0's Forward Guidance In New Baselines, which discusses the longer-term implications of this meeting and the subsequent communique containing the OPEC 2.0 core group's higher reference production levels. It is available at ces.bcareserch.com. 2 S&P Global Platts notes China's most recent mobility restrictions throughout the country will show up in oil demand figures in the near future. We expect similar reduced mobility as public health officials scramble to get more vaccines distributed. Please see Asia crude oil: Key market indicators for Aug 16-20 published 16 August 2021 by spglobal.com. Investment Views and Themes Strategic Recommendations Commodity Prices and Plays Reference Table Trades Closed In 2021 Summary of Closed Trades

Highlights The baht will depreciate further, given the state of the economy and external accounts. Domestic demand was already relapsing, even before the latest surge in COVID-19 cases. Now, the recovery will be delayed more. The authorities have little to offer by way of fiscal or monetary support. Credit to the job-intensive SME sector has collapsed. The balance of payment dynamics remains negative for the currency. Investors should stay short the baht. Dedicated EM asset allocators should continue to be neutral on Thailand within respective equity and domestic bond portfolios. Feature Chart 1Thai Stocks Are Facing Several Headwinds Thailand: Stay Short The Baht Thailand: Stay Short The Baht Our negative view on the baht has played out as expected.1 The Thai currency is down 10% versus the dollar since its peak in February of this year. It has also been the worst performer in Asia. The country’s stock market is struggling and going down in both absolute terms and relative to their EM counterparts (Chart 1). Going forward, odds are that the baht will remain weak. A weak currency will continue to stifle both Thai stocks’ and local currency bonds’ relative performance. Investors should stay short the baht and remain neutral Thai equity and local currency bonds within their respective EM portfolios. Relapsing Growth Chart 2Surging New COVID-19 Cases... Thailand: Stay Short The Baht Thailand: Stay Short The Baht The latest spike in new COVID-19 cases has dashed hopes for any early recovery of the Thai economy (Chart 2). Earlier this month, the central bank revised down their GDP forecast for 2021 from 1.8% to 0.7%. We concur with this bearish outlook: Private consumption in real terms was languishing as of June this year at 10% below 2019 levels. Car sales, both personal and commercial, are even more downbeat (Chart 3). After the latest surge in new COVID-19 cases, those numbers must have weakened further. Incidentally, the country’s vaccination rate, at 26% of total population (7.5% fully vaccinated), remains low. It could be, therefore, several months before any meaningful recovery in consumer demand takes place. Faced with low demand, the country’s manufacturing and shipment volumes are also weak. They are both breaking down anew from well below the 2019 levels (Chart 4, top panel). Chart 3...Will Further Delay Domestic Demand Recovery Thailand: Stay Short The Baht Thailand: Stay Short The Baht Chart 4Manufacturers Are Saddled With High Inventory Amid Weak Orders... Thailand: Stay Short The Baht Thailand: Stay Short The Baht   Weak demand also means that businesses are stuck with high inventories. Indeed, there is a widening disparity between inventory levels and shipments (Chart 4, middle panel). Furthermore, order books have slipped back to levels not seen since the height of the COVID-19 scare early last year. The combination of high inventories and tumbling orders does not portend a manufacturing recovery anytime soon (Chart 4, bottom panel). Notably, jobs and wages are also weak. Employment in the manufacturing sector is well below pre-pandemic levels (Chart 5). This trend, in turn, is hurting household income and consumer demand, completing a vicious cycle of depressed demand, weak production, falling employment and household income, and further reduced demand. The softness of the economy is accentuating the disinflationary pressure that was already entrenched. Headline and core CPI in Thailand have stayed mostly below 1% over the past five years — the lower band of the central bank’s inflation target. Now, they are flirting with outright deflation. In fact, if the impact of food and oil prices is excluded, the prices are actually deflating (Chart 6). Chart 5...Which Is Hurting Jobs And Wage Growth Thailand: Stay Short The Baht Thailand: Stay Short The Baht Chart 6Thailand Is Flirting With Outright Deflation... Thailand: Stay Short The Baht Thailand: Stay Short The Baht   Outright deflation makes it harder for borrowers to service their debts, which then discourages both borrowing and spending — making the recovery much harder. Notably, the banks’ prime lending rates remain high at 5.4%, which means real prime lending rates are quite steep at 5% (deflated by core CPI). This is at a time of very low household income and business revenue growth expectations. This trend is a strong disincentive for borrowing and consuming /capital spending. Little Policy Support What is more concerning for the economy is that policymakers can offer little to boost the economy. Fiscal stimulus has waned: government expenditure, after a surge last year, is now contracting (Chart 7). The budget proposal for the next fiscal year (October 2021 - September 2022) that was passed by the parliament in June 2021 (first reading)2 stipulates a 5.7% cut in nominal spending. Part of the reason is that fiscal deficits have already ballooned to a staggering 8% of GDP — from an average of 2.5% in the past ten years. The IMF estimates that the fiscal thrust will be zero this year, and a negative 2.4% of GDP in 2022 (Chart 7, bottom panel). The monetary policy transmission is also paralyzed. Despite easing by the Bank of Thailand — the policy rate is at an all-time low of 0.5% since May last year — credit growth is dismal. Lenders are wary of rising NPLs and are holding back new credit: The share of impaired loans (NPLs plus Special Mention Loans) of total bank loans has dramatically increased to 10%. In the case of small and medium enterprises (SMEs), that ratio is 20%. By comparison, loss provisions are much lower, at just 5.2% as of June of this year (Chart 8, top panel). Chart 7...Yet, The Government Is Planning To Cut Fiscal Spending Thailand: Stay Short The Baht Thailand: Stay Short The Baht Chart 8Sharp Rise In Banks' Stressed Loans Amid Tanking Profits... Thailand: Stay Short The Baht Thailand: Stay Short The Baht   Notably, both operating and net profits of banks had already halved (as a % of assets) by June 2021 — as both interest and non-interest incomes dropped. Profits are slated to contract further, since banks will have to make greater provisions in the future as the recent surge in new cases will produce more loan delinquencies (Chart 8, bottom panel). The specter of rising NPLs has prompted banks to retrench loans. In particular, bank credit to SMEs has plunged by a massive 34% from 2019 levels (Chart 9). Before the pandemic, banks’ SME loans made up a significant 30% of GDP. Now, they are down to 21%. Credit retrenchment of this order to the job-intensive SME sector is going to have a significant negative ripple effect. Employment will shrink further as small businesses go bust. Shrinking jobs will dent household income, and, in turn, consumer demand. Incidentally, loans to other business segments are also not rising much. Bank loans to all non-financial corporates are growing rather minimally, at 1.5% year-over-year. Going into the pandemic, the Thai household sector was already highly leveraged. Over the past two decades, banks and other financial institutions have been lending ever more to households, shunning non-financial corporates. Households’ borrowing from banks have now risen to 40% of GDP; and those from other institutions another 50%. These loans had helped boost consumer demand all those years, but now, at a time when incomes are uncertain, households have very limited appetite to borrow more to spend. This means a consumer debt-fueled demand recovery is not in the cards (Chart 10). Chart 9...Induced Banks To Massively Reduce Credit To The Job-Intensive SME Sector Thailand: Stay Short The Baht Thailand: Stay Short The Baht Chart 10Thai Households Are Too Indebted To Borrow More And Spend Thailand: Stay Short The Baht Thailand: Stay Short The Baht   In brief, Thai businesses are in the middle of a toxic combination of contracting sales, absent fiscal support, slashed credit facilities, and rather high borrowing costs in real terms. Chart 11 shows that corporate profit margins of non-financial firms are struggling at a low level. It is no wonder that businesses are reluctant to invest, expand, and hire. The message is similar when we examined all companies included in the MSCI Thailand stock index. On the one hand, their EPS has fallen to 10-year lows. Thai stock prices, on the other hand, have not yet fallen as much as the shrinking EPS would imply (Chart 12, top panel). The consequence is that the valuations are remarkably stretched—near a 20-year high (Chart 12, bottom panel). Chart 11Low Margins Are Discouraging Thai Firms To Borrow, Invest, Or Hire Thailand: Stay Short The Baht Thailand: Stay Short The Baht Chart 12Thai Profits, At A Decade-Low, Are Also A Headwind For Stock Prices Thailand: Stay Short The Baht Thailand: Stay Short The Baht   All in all, for Thai share prices to stage a sustainable rally, an economic recovery is essential. The first indications of that usually come from an improving order book. The latter currently shows little glimmer of hope. But investors should keep an eye on this indicator, as Thai stocks’ performance is geared to the ebbs and flows of the business order book (Chart 13). Thailand Needs A Weaker Currency The state of the Thai economy not only warrants exchange rate depreciation, but also needs a much weaker currency to help an economic recovery. The country’s balance of payment is in deficit — for the first time since 2014. A crucial reason is that the baht is still expensive, which continues to weigh on exports. Of all the export-oriented Asian economies, Thai exports recovery has been the weakest (Chart 14). Chart 13Keep An Eye On The Order Book For A Sign In Stock Recovery Thailand: Stay Short The Baht Thailand: Stay Short The Baht Chart 14An Expensive Baht Held Back Thai Exports Recovery Thailand: Stay Short The Baht Thailand: Stay Short The Baht   The fact that a quarter of Thai exports go to other ASEAN countries — where demand has been and remains weak due to the lingering pandemic — doesn’t help either. As a result, the Thai trade surplus has narrowed significantly, and the current account has slipped into deficit (Chart 15, top and middle panels). The other main external revenue source of Thailand, tourism, continues to be near absent at 0.6% of GDP — a far cry from a high of 12% before the pandemic (Chart 15, bottom panel). What’s more, there is little hope of any recovery in the near future. The government now expects the number of foreign tourists this year to be as low as 0.3 million versus 40 million in 2019. On the capital account front, Thailand continues to hemorrhage both FDI and portfolio capital — just as it did the past several years. Despite that, the baht had remained strong until early this year, as a result of a substantial repatriation of bank deposits by Thai residents and, to a lesser extent, foreign borrowings. Those inflows prevented the Thai baht from depreciating. But such panic-stricken, one-off savings/deposit repatriations by Thai residents will certainly slow materially going forward (Chart 16). Chart 15The Thai Current Account Balance Will Struggle To Stay In Surplus... Thailand: Stay Short The Baht Thailand: Stay Short The Baht Chart 16...While The Capital Account Balance Will Slip Deeper Into Deficit... Thailand: Stay Short The Baht Thailand: Stay Short The Baht   There’s also little hope that FDI and portfolio inflows will pick up the slack. The reason is that the Thai economy is very weak and the return on capital is low. The latter discourages capital inflows. The fact that the baht continues to be an expensive currency in real terms, and therefore not as competitive as some of its neighbors’, doesn’t help either. The multi-nationals who are planning to re-locate out of China might find some other countries — where the currency is more competitive (such as in India, Malaysia, or the Philippines) — more attractive. Overall, the Thai capital account balance will likely slide deeper into deficit, at a time when the current account will also struggle to stay in surplus. The result will be a further deterioration in the country’s balance of payment, hurting the baht (Chart 17). Considered from another angle, if the return on capital on Thai assets is any guide, the baht could drop much more from its current levels (Chart 18). Chart 17...Putting Downward Pressure On The Baht Thailand: Stay Short The Baht Thailand: Stay Short The Baht Chart 18Thai Firms' Low Rates Of Return Point To More Baht Depreciation Thailand: Stay Short The Baht Thailand: Stay Short The Baht     The reality is that, given Thailand’s current macro backdrop, a cheaper currency is what the nation needs. That will help boost growth significantly by aiding exports and promoting import substitution. Since foreign trade makes up an impressive 90% of GDP, a boost therein could kickstart the entire economy. Another result of a weaker currency will be higher inflation, something the economy seriously needs. Higher inflation will contribute to lower real interest rates which, in turn, will encourage borrowing and spending. Higher spending and inflation will help achieve higher nominal sales, boost firms’ profits, employment, and eventually, household incomes. All in all, it could allow a productive cycle to unfold. Given all these possible benefits and given that policymakers have few other tools at their disposal at this juncture, chances are the central bank will let the baht depreciate more, albeit in an orderly fashion, in the months to come. What About Bonds? Chart 19Mantain A Neutral Allocation To Thai Domestic Bonds In An EM Basket Thailand: Stay Short The Baht Thailand: Stay Short The Baht Thai local currency bonds’ absolute return in US dollar terms, as expected, is highly dependent on the exchange rate (Chart 19, top panel). Given the weak currency outlook, foreign investors should refrain from holding Thai domestic bonds outright. For foreign asset allocators, however, the matter is more nuanced. Thai domestic bonds’ relative return versus that of overall EM did not depend on the baht movement alone. This is because Thailand has been a defensive market owing to the following: a traditionally strong current account, a manageable public debt (now 47% of GDP), and a relatively low holding of bonds by foreign investors (now 12% of total). A robust current account surplus for years meant that during periods of negative growth shocks, the baht often fell less than many other EM currencies — that is, in periods of distress, the baht helped boost the relative performance of Thai bonds vis-à-vis overall EM bonds in US dollar terms. Those periods of distress also saw Thai bond yields fall as the central bank was able to cut rates due to low inflation. In addition, during those periods, local investors moved from equities to government bonds. Since the holdings of local bond investors far outweighed those of foreign investors, Thai bond yields managed to go down, even when some foreign investors dumped EM and Thai domestic bonds. As a result of these factors, Thai bonds outperformed their EM counterparts during the commodity/EM slowdown in 2014-15, and again at the height of the COVID-19-scare in early 2020 — even though the baht fell versus the US dollar during those periods (Chart 19, middle panel). All that said, the reality in the ground has changed somewhat since early last year. The Thai current account is no longer in surplus, and, given the dismal tourism outlook and slowing trade surplus, it will probably stay that way for the foreseeable future. That will keep the baht relatively weak weighing on Thai bonds’ relative performance versus their EM peers. On the other hand, the grim outlook of the Thai economy and looming deflation risk means that Thai bond yields could fall going forward relative to their EM counterparts. That will be a tailwind for Thai domestic bonds’ relative outperformance versus their EM counterparts. There is, therefore, a good chance that the headwind from a relatively weaker baht could be somewhat compensated for by a drop in Thai local yields versus their EM peers. Indeed, the periods of the baht’s weakness usually coincided with Thai bonds’ relative yield compression (Chart 19, bottom panel). This calls for a neutral outlook for relative bond performance going forward. Investment Conclusions Currency: The baht outlook remains precarious. Investors would do well to remain short the baht versus the US dollar. Domestic Bonds: Thai bond yields will go down. The Bank of Thailand will have no choice but to cut rates further. Local investors should stay long bonds. For international dedicated EM fixed-income portfolios, we downgraded Thai bonds in February of this year, from overweight to neutral in an EM bond portfolio, in view of the impending baht weakness. That turned out to be a good decision. Going forward, investors should continue to have a neutral allocation on Thai bonds, as the headwind from the baht will be mitigated by the tailwind from relative bond yield compression. Foreign absolute-return investors, however, should avoid Thai bonds in view of expected currency depreciation. Chart 20A Vulnerable Baht Will Keep Foreign Equity Investors Away Thailand: Stay Short The Baht Thailand: Stay Short The Baht Stocks: A struggling economy offers little hope for corporate margins or profits recovery soon. A vulnerable currency makes Thai stocks even less appealing to foreign investors. Without their participation, it will be hard for this market to rise sustainably in absolute terms or outperform their EM counterparts (Chart 20). Thai equities are not cheap either: the P/Book ratio is at par with EM. That said, given the Thai market’s already very steep underperformance versus the EM equity benchmark, from a portfolio strategy point of view, we recommend investors stay neutral this market within an EM equity portfolio. Rajeeb Pramanik Senior EM Strategist rajeeb.pramanik@bcaresearch.com Footnotes 1 Please refer to the EMS report “Thailand: Beset By A Vulnerable Baht,” dated February 24, 2021. 2 The budget bill has to pass the second and third readings expected in August before it goes for senate and royal approval.

Highlights Global growth is peaking, which makes it important to monitor the risks for signs that it is time to reduce equity exposure. We are especially focused on five risks: 1) The emergence of vaccine-resistant Covid variants; 2) a possible “goods recession”; 3) higher real bond yields; 4) higher US corporate tax rates; and 5) a weaker Chinese economy and regulatory crackdown. For now, we recommend a modest overweight to global equities. We will likely pare back exposure early next year. Stocks And The Business Cycle Our “golden rule” for asset allocation is to remain bullish on equities unless there is a good reason to think that a recession is around the corner. This rule has strong empirical support. Chart 1 shows that equity bear markets rarely occur outside of major business cycle downturns. Chart 1Recessions And Bear Markets Tend To Overlap Five Risks We Are Monitoring Five Risks We Are Monitoring Nevertheless, there are different shades of bullishness. Stocks generally perform best coming out of recessions; that is, when the economy is weak but improving. Stocks perform worst when the economy is falling into recession. We are currently in an intermediate phase, where global growth is weakening but still solidly above trend. Historically, stocks have posted positive but uninspiring returns during such phases (Table 1). Table 1The Economic Cycle And Financial Assets Five Risks We Are Monitoring Five Risks We Are Monitoring Monitoring The Risks In “post peak growth” environments, it is important to monitor the risks for signs that it is time to reduce equity exposure. We are especially focused on five risks:   Risk 1: New Covid Variants Chart 2A New Covid Wave Five Risks We Are Monitoring Five Risks We Are Monitoring The Delta strain continues to roll through the US and a number of other countries (Chart 2). While the new strain does not seem to be any more deadly than other variants, it is a lot more contagious. CDC internal estimates suggest the R0 for the Delta variant is between 5-to-8, similar to that of chickenpox, and 40% higher than the original strain.1 Countries such as Thailand and Vietnam, which were able to keep the pandemic at bay last year, have succumbed to Delta. In Australia, the 7-day average of new cases has climbed above 300, the highest since last August. China has detected the Delta variant in more than a dozen cities since July 20. Even if the country succeeds in quashing the new variant, it will come at an economic cost. Lockdowns in major Chinese cities could further clog a global supply chain that is still reeling from the dislocations caused by the pandemic. While still vulnerable to the Delta variant, the symptoms of vaccinated individuals tend to be mild and non-life threatening. The Lambda variant, which surfaced in Peru this past December, appears more vaccine-resistant than the Delta variant. Fortunately, it is not as contagious as Delta, and has struggled to propagate outside of South America. The risk is that a new variant emerges which is: 1) highly contagious; 2) vaccine resistant; and 3) as or more lethal than the original strain. Chart 3The Divergence Between Goods And Services Spending The Divergence Between Goods And Services Spending The Divergence Between Goods And Services Spending Our Assessment: The current suite of vaccines confers substantial protection. While a vaccine-resistant strain could emerge, it is likely that vaccine producers will be able to adjust their formula to keep the virus at bay. As such, we see Covid as only a modest risk to global stocks.   Risk #2: A Goods Recession Even if Covid fades from view, the dislocations caused by the pandemic will persist for a while longer. As we discussed last week, the pandemic induced a major reallocation of spending from services to goods: Overall consumer spending in the US is broadly back to its pre-pandemic trend. However, service spending remains below trend while goods spending is above trend (Chart 3). Retail sales, which are dominated by goods, are also firmly above trend (Chart 4). We do not expect spending on goods to drop off anytime soon. A variety of manufactured goods, ranging from automobiles to major appliances, remain in short supply. The need to fill backorders and replenish inventories will keep production elevated for the next four quarters. However, at some point in the second half of 2022, manufacturers and retailers could find themselves with a glut of goods on their hands. Chart 4AUS Retail Spending Is Well Above Trend (I) US Retail Spending Is Well Above Trend (I) US Retail Spending Is Well Above Trend (I) Chart 4BUS Retail Spending Is Well Above Trend (II) US Retail Spending Is Well Above Trend (II) US Retail Spending Is Well Above Trend (II) Manufacturing accounts for only 11% of US GDP. However, goods producers account for about a third of S&P 500 market capitalization. Thus, while a slowdown in spending on goods is unlikely to push the US into recession, it could cause S&P 500 earnings growth to slow sharply, similar to what occurred during the 2015-16 manufacturing recession (Chart 5). Our Assessment: A goods recession represents a threat to both US and overseas stocks, particularly manufacturers and retailers. Most likely, however, that threat will not become visible to investors until next year.   Risk #3: Higher Real Bond Yields Stocks represent a claim on future corporate cash flows. Higher real interest rates reduce the present value of those claims, leading to lower stock prices. Chart 6 shows that there is a strong correlation between the US 10-year TIPS yield and the forward P/E ratio for the stock market. Chart 5The 2015-16 Manufacturing Recession Weighed On Earnings The 2015-16 Manufacturing Recession Weighed On Earnings The 2015-16 Manufacturing Recession Weighed On Earnings Chart 6Higher Real Rates Would Be A Headwind For Equity Valuations Higher Real Rates Would Be A Headwind For Equity Valuations Higher Real Rates Would Be A Headwind For Equity Valuations US real yields jumped in the wake of July’s stellar employment report. However, they still remain negative and far below pre-pandemic levels. Looking out, real yields could rise for two diametrically different reasons. On the one hand, an adverse demand shock could drive up real yields by pushing down inflationary expectations. This is precisely what happened during the early days of the pandemic.     Such a deflationary shock could arise if a vaccine-resistant variant emerges or if spending on manufactured goods declines faster than we expect. The failure of the US Congress to pass the infrastructure bill and/or a budget reconciliation bill could also exacerbate fiscal tightening next year. Under current law, fiscal policy will subtract around two percentage points from growth next year (Chart 7). Chart 7After A Strong Boost, Fiscal Thrust Is Turning Negative Five Risks We Are Monitoring Five Risks We Are Monitoring On the other hand, real yields could rise if an overheated economy prompts the Fed to hike rates more aggressively than markets are discounting. The US 10-year yield tends to track expected policy rates three years out (Chart 8). Chart 810-Year Treasurys Track Expected Policy Rates Three Years Out 10-Year Treasurys Track Expected Policy Rates Three Years Out 10-Year Treasurys Track Expected Policy Rates Three Years Out Chart 9Both The Fed And Market Participants Have Revised Down Their Estimate Of The Neutral Rate Of Interest Both The Fed And Market Participants Have Revised Down Their Estimate Of The Neutral Rate Of Interest Both The Fed And Market Participants Have Revised Down Their Estimate Of The Neutral Rate Of Interest   An increase in the market’s estimate of the terminal rate could also push up real yields. According to the New York Fed’s survey of primary dealers and market participants, investors think that the fed funds rate will top out at around 2%. Not only is this extremely low by historic standards, but it is also lower than the Fed’s estimate of the terminal rate (Chart 9). In the past, we have made a distinction between the strong- and weak-form versions of secular stagnation. The strong-form version is one where an economy is unable to reach full employment even with zero interest rates. Japan is a good example. The weak-form version is one where the economy can achieve full employment but only in the presence of low positive interest rates (Chart 10). Chart 10Strong- Versus Weak-Form Secular Stagnation Five Risks We Are Monitoring Five Risks We Are Monitoring In many respects, weak-form secular stagnation is better for equities than the normal state of affairs where the economy is at full employment and interest rates are near their historic average. This is because weak-form secular stagnation allows equity investors to have their cake and eat it too – to enjoy full employment and high corporate profits, all with the persistent tailwind of very low rates. Our Assessment: Our baseline view on the US envisions a goldilocks scenario of sorts: An economy that is hot enough to keep deflationary forces at bay, but not so hot that the Fed has to intervene to raise rates. While there are risks on both sides of this view, they are fairly modest. US households are sitting on nearly $2.5 trillion in excess savings, which should support consumption over the next few years. BCA’s geopolitical team, led by Matt Gertken, thinks that there is an 80% chance that Congress will pass an infrastructure bill. Assuming an infrastructure bill passes, they also see a 65% chance that the Democrats will succeed in pushing through a watered-down $3.5 trillion budget reconciliation bill. Meanwhile, as the July CPI report illustrates, inflationary forces are already starting to die down, which should keep rate expectations from rising too rapidly.   Risk #4: Higher US Corporate Tax Rates Chart 11Bettors Expect US Corporate Tax Rates To Rise, But Not By Much Five Risks We Are Monitoring Five Risks We Are Monitoring Congress’ passage of a budget reconciliation bill would blunt some of the fiscal tightening slated for next year. However, to pay for the additional spending, Democrats will seek to levy more taxes on corporations and higher-income earners. The Biden Administration is aiming to raise the corporate tax rate from 21% to 28%, bringing it halfway back to the 35% level that prevailed prior to the Trump tax cuts. Joe Manchin, a key swing voter in the Senate, has indicated a preference for 25%. PredictIt, a popular betting site, assigns 31% odds to no tax hike. Among bettors forecasting higher tax rates, the median estimate is around 25% (Chart 11). Analyst estimates do not appear to reflect the prospect of higher taxes. This is not surprising. Chart 12 shows that analysts did not adjust their earnings estimates until shortly after President Trump signed the Tax Cuts and Jobs Act into law on December 22, 2017. Chart 12Analysts Have Not Adjusted Their Earnings Estimates To Reflect The Likelihood Of Higher Taxes Analysts Have Not Adjusted Their Earnings Estimates To Reflect The Likelihood Of Higher Taxes Analysts Have Not Adjusted Their Earnings Estimates To Reflect The Likelihood Of Higher Taxes Chart 13Until Recently, Companies That Stand To Lose The Most From Higher Taxes Have Fared Well Until Recently, Companies That Stand To Lose The Most From Higher Taxes Have Fared Well Until Recently, Companies That Stand To Lose The Most From Higher Taxes Have Fared Well It is more difficult to know what markets are discounting. Chart 13 displays the performance of Goldman‘s “Formerly High Tax” and “Formerly Low Tax” equity baskets. The formerly high-taxed companies gained the most from Trump’s tax cuts and presumably would lose the most if the tax cuts were rolled back. While formerly high-taxed companies have underperformed the market since early May, they are still up relative to their low-taxed peers since the Georgia runoff election, which handed control of the Senate to the Democrats. Moreover, companies that are vulnerable to higher taxes on overseas profits – many of which are in the tech space – have continued to fare well. Our Assessment: BCA’s geopolitical team thinks that corporate taxes will rise more than current market expectations suggest. However, even under our baseline scenario, higher tax rates will only cut earnings-per-share for S&P 500 companies by about 5% in 2022. Given that earnings are expected to rise by 9% next year, this would still leave earnings growth in positive territory.   Risk #5: China The Chinese economy grew at an annualized rate of only 3.5% in the first half of 2021 (Chart 14). While stricter Covid restrictions will weigh on growth in Q3, activity should pick up again in the fourth quarter. Chart 14Chinese Growth Was Weak In The First Half of 2021 Chinese Growth Was Weak In The First Half of 2021 Chinese Growth Was Weak In The First Half of 2021 The degree to which China’s economy recovers later this year will depend on the overall policy stance. Both credit and money growth fell short of expectations in July. Aggregate social financing declined to CNY 1.06 trillion from CNY 3.7 trillion in June, missing expectations of a CNY 1.7 trillion increase. M2 money growth clocked in at 8.3% year-over-year, below consensus estimates of 8.7%. As of July, local governments had used only 37% of their annual bond issuance quota, compared with 61% over the same period last year and 78% in 2019. BCA Chief China strategist, Jing Sima, thinks that local governments were waiting for a clear signal from the Politburo meeting held on July 30th before issuing new debt. If so, the fiscal stance should turn more expansionary over the coming months. Nevertheless, Beijing continues to send conflicting messages – on the one hand, telling local governments that they need to support growth, while on the other hand admonishing them for wasteful spending. Chart 15Chinese Tech Stocks Have Underperformed Their Global Peers This Year Chinese Tech Stocks Have Underperformed Their Global Peers This Year Chinese Tech Stocks Have Underperformed Their Global Peers This Year Stepped-up regulation of China’s major internet companies has also unnerved investors. Chinese internet stocks have underperformed the global tech sector by more than 40% since February (Chart 15). Our Assessment: With credit growth back down to its 2018 lows, the authorities are likely to ease policy over the coming months. While the crackdown on internet companies will continue, it is unlikely to spill over to other sectors. Unlike Chinese companies in, say, the telecom or semiconductor sectors, Beijing does not see most online platforms as contributing much to the economy. What they do see are companies with the potential to undermine the authority of the Communist Party (and in the case of online education providers, reduce the birth rate by burdening parents with high educational expenses). Investment Conclusions Chart 16Equities Look More Attractive Than Bonds Equities Look More Attractive Than Bonds Equities Look More Attractive Than Bonds We will likely pare back equity exposure early next year. For now, however, we recommend that asset allocators maintain a modest overweight to global equities. Growth is slowing but will remain solidly above trend for the remainder of the year. The forward earnings yield on the MSCI All-Country World Index stands at 5.2%. While this is not particularly high in absolute terms, it is still very high in relation to bond yields (Chart 16). Stocks outside the US trade at a still-decent earnings yield of 6.4% (compared to 4.6% in the US). Granted, the earnings performance of many non-US companies leaves much to be desired. Nevertheless, relative valuations largely discount this fact. Moreover, continued above-trend global growth, Chinese stimulus, and rising bond yields should benefit cyclical stocks and value names, which are overrepresented in overseas indices. Peter Berezin Chief Global Strategist peterb@bcaresearch.com   Footnotes 1  The basic reproduction number, R0 (pronounced “R naught”), corresponds to the average number of people a carrier of the virus will infect in a population with no natural or vaccine-induced immunity.   Global Investment Strategy View Matrix Five Risks We Are Monitoring Five Risks We Are Monitoring Special Trade Recommendations Five Risks We Are Monitoring Five Risks We Are Monitoring Current MacroQuant Model Scores Five Risks We Are Monitoring Five Risks We Are Monitoring