Inflation/Deflation

Highlights The combination of a temporarily negative domestic demand effect and a lingering domestic labor and global supply chain effect from the Omicron variant has increased the urgency for the Fed to raise interest rates. The central bank’s credibility has been significantly challenged over the past year by the extent of the rise in consumer prices, and it will move forward with a rate hike at its March meeting. We expect that the Fed funds rate will rise to 1% by the end of this year. The Fed’s asset purchase reductions will not have a direct impact on economic activity, but they could have an indirect effect by prompting a faster rise in US Treasury yields towards their fair value levels. The US 10-year yield could potentially rise to 2.3-2.4% at some point in the first half of the year, rather than by the end of 2022 as we previously expected. Part of the generalized rise in risk premia this month relates to the potential Russian invasion of Ukraine, but the sell-off in equity prices also appears to reflect an overall level of investor discomfort with rising interest rates. Rising long-maturity bond yields are being driven by the short end of the curve, which we see as a sign that the generalized selloff in the US equity market is uncalled for. Investors should buy the US stock market at current levels on a 6-12 month time horizon. It is too early to position aggressively towards China-sensitive commodities and global ex-US stocks, despite the recent pickup in our market-based growth indicator for China. We are more comfortable with a bullish view toward industrial metals in the latter half of 2022, and recommend that investors buy metals on any dips in prices. A Russian invasion of Ukraine has become a likely event, suggesting that investors need to decide now whether to reduce risky asset exposure. The invasion has not yet occurred as we go to press, but could happen at any moment. All told, we doubt that a minor invasion will have a lasting, full-year impact on financial markets, but investors should gird for a risk-off reaction over shorter-term time horizons. Omicron, The Supply-Side, And The Fed January was a poor month for the global equity market, which sold off 10% from its high at the beginning of the year. Chart I-1 highlights that in the US, the S&P 500 has now fallen below its 200-day moving average, in contrast to global ex-US stocks which have fared somewhat better in US$ terms. Equities have declined this month because of a combination of imminent Fed tightening and a geopolitical crisis, both of which we will discuss in detail below. On the pandemic front, the number of confirmed cases of COVID-19 has surged globally (Chart I-2), which is likely an underestimation of the total number of infections given capacity limits on testing in many countries. Panel 2 highlights that services PMIs fell sharply in January in several economies because of the Omicron wave, reflecting both renewed pandemic control measures in some countries as well as precautionary changes in behavior amongst consumers in countries where widespread “non-pharmaceutical interventions” (“NPIs”) were not reintroduced. Manufacturing PMIs, on the other hand, held up quite well, even in Europe where natural gas prices remain high. Chart I-1A Significant Correction In US Stock Prices A Significant Correction In US Stock Prices A Significant Correction In US Stock Prices Chart I-2Omicron Is Impacting Services, Not Manufacturing Omicron Is Impacting Services, Not Manufacturing Omicron Is Impacting Services, Not Manufacturing   Some positive signs have emerged from the hospitalization data in advanced economies, as they appear to be pointing to a cresting wave of patients with COVID-19 both in hospitals overall and specifically in intensive care units (Chart I-3). The evolution of the pandemic remains highly uncertain, and the development of new variants continues to remain a risk. But incoming data on hospitalizations, the rapid increase in the number of vaccine booster doses administered in many advanced economies, and the sheer speed at which the disease has recently been spreading all point to a possible imminent peak in the impact of the Omicron variant on the demand side of the economy – at least in the developed world. However, Chart I-4 highlights that there is no sign yet of a waning impact of the pandemic on the supply side of the economy. The chart shows that rising European natural gas prices are having less of an impact on our supply-side pressure indicator, but that the indicator remains flat excluding this effect. We noted in last month’s report that the Omicron variant posed a significant risk of more frequent or longer lockdowns in China, because of the country’s zero-tolerance COVID policy and the inability of the Sinovac vaccine to provide any protection against contracting Omicron. Panel 2 of Chart I-4 highlights that shipping costs between China/East Asia and the west coast of the US have started to tick higher again, suggesting that the impact of ongoing lockdowns as well as mandatory quarantines and testing in key areas such as Shenzhen, Tianjin, Ningbo, and Xi’an may already be having an effect. Chart I-3Hospitalizations From Omicron Appear To Be Peaking Hospitalizations From Omicron Appear To Be Peaking Hospitalizations From Omicron Appear To Be Peaking Chart I-4Pandemic-Related Supply-Side Pressures Remain Severe Pandemic-Related Supply-Side Pressures Remain Severe Pandemic-Related Supply-Side Pressures Remain Severe   From the Fed’s perspective, a combination of a temporarily negative domestic demand effect and a lingering domestic labor and global supply chain effect from the Omicron variant has increased the urgency to raise interest rates. The Fed’s credibility has been significantly challenged over the past year by the extent of the rise in consumer prices, which is being partially driven by demand (even if supply-chain factors are also materially boosting global goods prices). Chart I-5The Odds Of Extreme US Inflation Are Falling, But Inflation Will Still Be High This Year The Odds Of Extreme US Inflation Are Falling, But Inflation Will Still Be High This Year The Odds Of Extreme US Inflation Are Falling, But Inflation Will Still Be High This Year Chart I-5 shows that our inflation momentum model is signaling falling odds of 4% or higher core PCE inflation, but the model’s probability remains above the 50% mark. Thus, while it is possible that US inflation will soon peak in year-over-year terms, the Fed will move forward with a rate hike at its March meeting. For now, we believe that the Fed will move at a pace of four quarter-point rate hikes per year (regardless of how they are sequenced), suggesting that the effective Fed funds rate will rise to 1% by the end of this year. Quantitative Tightening And Financial Markets Investors continue to wrestle with the Fed’s recent hawkish shift and the implications that it may have for economic activity and financial markets. Investors are not just concerned about the pace and magnitude of Fed rate hikes, but also the potential impact of quantitative tightening as the Fed moves to slow the pace of its asset purchases over the coming few months. Chart I-6The Correlation Between The Fed's Balance Sheet And The Equity Market Is Mostly A Spurious one The Correlation Between The Fed's Balance Sheet And The Equity Market Is Mostly A Spurious one The Correlation Between The Fed's Balance Sheet And The Equity Market Is Mostly A Spurious one In our view, investors should be more concerned with the former rather than the latter. Chart I-6 highlights the reason that investors were so focused on the magnitude of the Fed’s balance sheet during the first half of the last economic expansion. Panel 1 of the chart shows that the level of the S&P 500 correlated almost perfectly with the Fed’s total holdings of securities from 2008 to 2015. However, panel 2 highlights that this relationship broke down from 2016 to early 2020, only to correlate positively again as the Fed’s holdings of securities surged higher during the pandemic. To us, the experience of the past decade highlights that the correlation between the Fed’s balance sheet and the equity market is mostly a spurious one. The two are indirectly related; periods when the Fed’s security holdings increase reflect periods of monetary easing, which is typically positive for risky asset prices. But we do not agree that the impact of asset purchases on long-maturity bond yields can be effectively separated from the direct impact of changes in short-term interest rates, which are typically falling as the Fed’s balance sheet rises. In addition, asset purchases signal important information by the Fed about the future path of short-term interest rates when it changes the pace of its purchases. And finally, the 2016-2019 period strongly underscores that there is no direct link between Fed asset purchases and the stock market. It is possible that periods of rising Fed asset purchases are associated with a low government bond term premium or more dovish investor sentiment about the future path of interest rates than is projected by the Fed. If so, that could imply that the Fed’s asset purchase reductions will have some impact on financial markets over the coming months. Chart I-7 suggests that the term premium on 10-year Treasurys is no longer low, but these series are based on surveys of primary dealers and fixed-income market participants, and thus may not reflect the aggregate views of investors. Chart I-8 highlights that 10-year government bond yields are 40 basis points below the fair value implied by the Fed’s interest rate projections, and panel 2 highlights a similar conclusion based on a regression of the 10-year yield on the 2-year yield and 5-year/5-year forward CPI swap rates. Thus, it is possible that the Fed’s rapid reduction in the pace of its asset purchases will cause bond yields to converge quickly with these estimates of fair value, implying that the US 10-year yield could potentially rise to 2.3-2.4% at some point in the first half of the year rather than by the end of 2022, as we previously expected. Chart I-7Surveys Suggest The Term Premium Is No Longer Deeply Negative... Surveys Suggest The Term Premium Is No Longer Deeply Negative... Surveys Suggest The Term Premium Is No Longer Deeply Negative... Chart I-8...But 10-Year Treasury Yields Are Lower Than They Should Be ...But 10-Year Treasury Yields Are Lower Than They Should Be ...But 10-Year Treasury Yields Are Lower Than They Should Be The Stock Market, Interest Rates, And Value Versus Growth Chart I-9The US Equity Market Selloff Has Been Driven By Tech Stocks The US Equity Market Selloff Has Been Driven By Tech Stocks The US Equity Market Selloff Has Been Driven By Tech Stocks The fact that the global equity selloff had been concentrated in the US prior to the escalation in tensions over Ukraine reveals the root cause of the decline. Chart I-9 highlights that the Nasdaq has fallen more than the S&P 500, as have US growth stocks compared with value stocks. As such, the recent selloff in the stock market reflects some of the major themes that we presented in our 2022 annual outlook. We highlighted in our outlook, as well as several previous reports, that the relative performance of global growth versus value since the pandemic has been driven primarily by changes in valuation that could reverse if bond yields rose. Chart I-10 highlights that this is exactly what has occurred over the past month, which also explains the underperformance of US equities given how heavily-weighted the US market is toward broadly-defined technology stocks. However, the underperformance of US growth stocks has occurred within the context of a nontrivial decline in the overall US market, which was somewhat beyond our expectation. We anticipated a period of elevated financial market volatility in advance of the Fed’s first rate hike, and we warned investors that 2022 was likely to be a year of meaningfully lower total returns (mid-to-high single digits) compared with the past two years. The fact that equity multiples for growth stocks are falling in response to higher long-maturity bond yields is not surprising to us. But investors have punished both growth and value stocks as bond yields have risen, behavior that we do not think is justified given the large difference in valuation between the two. Chart I-11 highlights that our (standardized) proxy for the equity risk premium (ERP) is above its 2003-2021 average for value stocks, whereas it is quite low for growth stocks. Had the ERP for value stocks fallen to its historical average this month value stocks would have risen between 1-4% in January despite rising real 10-year government bond yields. And the historically average levels shown in Chart I-11 might themselves be too high, given that other ERP estimates like the ones we showed in our annual outlook highlight that the 2003-2021 period was one in which the US ERP was historically elevated. Chart I-10Value Is Outperforming Growth As Bond Yields Rise, As We Predicted In Our Annual Outlook Value Is Outperforming Growth As Bond Yields Rise, As We Predicted In Our Annual Outlook Value Is Outperforming Growth As Bond Yields Rise, As We Predicted In Our Annual Outlook Chart I-11The ERP For Value Stocks Does Not Need To Rise The ERP For Value Stocks Does Not Need To Rise The ERP For Value Stocks Does Not Need To Rise Chart I-12The Market Is Not Yet Pricing An End To Secular Stagnation, Which Is Good For Stocks The Market Is Not Yet Pricing An End To Secular Stagnation, Which Is Good For Stocks The Market Is Not Yet Pricing An End To Secular Stagnation, Which Is Good For Stocks As noted, part of a generalized rise in the ERP this month relates to the potential Russian invasion of Ukraine, an event that we now see as likely (discussed below). But the sell-off in equity prices also appears to reflect an overall level of investor discomfort with rising interest rates, particularly given the (mistaken) perception amongst investors that Fed hawkishness is entirely driven by elevated inflation. We acknowledge that the Fed’s hawkish shift has been a rapid one, and that this has led US government bond yields to rise quickly. Both the level and change in interest rates matter for economic activity and financial market sentiment, but our view is that the former is more important. Changes in interest rates are mainly significant because they create uncertainty about where rates will ultimately settle, and whether that level would be sustainable for economic activity and the valuation of financial assets. In this respect, Chart I-12 should be encouraging for investors. The chart shows that the 10-year Treasury yield recently reached a new pandemic high, but that this rise was driven by yields on shorter-maturity bonds. 5-year/5-year forward Treasury yields remain 50 basis points below the Fed’s long-term Fed funds rate projection (2.5%), suggesting that the rapid move in US Treasury yields simply reflects a revised pace of rate hikes – not ultimately a higher level. This underscores that the generalized selloff in the US equity market is uncalled for, and that investors should buy the US stock market at current levels. Chart I-13Recession Fears May Rise Early Next Year Recession Fears May Rise Early Next Year Recession Fears May Rise Early Next Year Chart I-13 highlights that an accelerated pace of rate hikes will likely cause the yield curve to be flatter at the end of the year than would have otherwise been the case, which may eventually be interpreted by investors as a sign that a recession is drawing nearer (potentially implicating both value and growth stocks). We discussed this risk in last month’s report, but for now we maintain the view that this is more likely to occur in 2023 rather than this year. The chart highlights that the S&P 500 did not sell off in response to growth/recession concerns in 2018 before the 2/10 yield curve had flattened to 20-30 basis points, which isn’t likely to occur until 1H 2023 according to fair value calculations derived from the FOMC’s rate projections. The Dollar, Chinese Policy, Commodities, And Global Ex-US Stocks Chart I-14Until This Week, The Dollar Had Been Trending Lower Despite Ostensibly Bullish Dollar Factors Until This Week, The Dollar Had Been Trending Lower Despite Ostensibly Bullish Dollar Factors Until This Week, The Dollar Had Been Trending Lower Despite Ostensibly Bullish Dollar Factors Despite the recent surge in US interest rate expectations, and up until last week, the US dollar had behaved in a somewhat strange fashion since late November– even as the Omicron variant spread rapidly around the globe. Chart I-14 highlights that the dollar had traded counter to both relative interest rate differentials and the intensity of the pandemic, both of which appear to have strongly explained the dollar’s trend in the first three quarters of 2021. As we go to press, the US dollar is rallying again, although at least some of the rise is being driven by the prospect of imminent war in Ukraine. We argued in our annual outlook that the dollar was likely to fall this year, and that it was both technically stretched and expensive according to our PPP models. Chart I-15 highlights that the prior weakness in the dollar may also be explained by slowing net foreign purchases of US equities, as the impact of global equity investors flocking to the tech-heavy US market during the pandemic begins to wane. However, we suspect that two additional factors may have been impacting the broad dollar trend before this week’s surge in geopolitical risk. The first is a possible reversal in the correlation between the number of COVID-19 cases and the dollar (from positive to negative). For most of the pandemic, investors have treated new waves of the pandemic as an indication that global growth will slow, which certainly occurred in the services sector this month. But the sheer speed at which the Omicron variant is spreading, in combination with the fact that it causes less severe disease than previous variants, has likely prompted some investors to expect that Omicron has shortened the amount of time to COVID-19 endemicity. An endemic disease, while still a public health issue, would imply less transmission and much less COVID-19-related hospitalization and death. Correspondingly, it would also likely be associated with a significant increase in services spending alongside stronger international travel, which would be positive for global growth (and thus negative for the dollar). Second, it is apparent that China-related assets have caught a bid, as illustrated by our market-based China growth indicator and its accompanying diffusion index (Chart I-16). While the indicators shown in Chart I-16 remain below the boom/bust line, they are rising quickly, and in a manner that suggests investors are reacting to new information. Chart I-15Portfolio Flows Have Likely Put Pressure On The Dollar Over The Past Few Months Portfolio Flows Have Likely Put Pressure On The Dollar Over The Past Few Months Portfolio Flows Have Likely Put Pressure On The Dollar Over The Past Few Months Chart I-16Since November, Optimism Towards China Has Also Likely Weakened The Dollar Since November, Optimism Towards China Has Also Likely Weakened The Dollar Since November, Optimism Towards China Has Also Likely Weakened The Dollar Chart I-17China Bulls Are Probably A Bit Too Early China Bulls Are Probably A Bit Too Early China Bulls Are Probably A Bit Too Early We doubt that investors would be upgrading their outlook for Chinese economic growth based on expectations of COVID-19 endemicity, given the country’s zero-tolerance COVID policy and the inability of the Sinovac vaccine to prevent transmission of Omicron. Therefore, we conclude that investors have become more optimistic about the pace of easing from Chinese policymakers, potentially sparked by a recent pickup in the pace of special purpose local government bond issuance (Chart I-17). We agree with investors that Chinese monetary policy is becoming easier at the margin. For example, the PBoC recently reduced its one-year loan prime rate (LPR) by 10 bps and five-year rate by 5 bps, following last week’s 10bps cut in the 7-day reverse repo and the 1-year Medium-term Lending Facility (MLF) rate. This is on top of December’s 50 bps drop in the reserve requirement ratio (RRR). But we do not think that China’s credit data is yet heralding a meaningfully stronger growth impulse. Panel 2 of Chart I-17 presents the 12-month flow of China’s ex-equity total social financing as a share of nominal GDP, both including and excluding local government bond issuance. The chart highlights that the significant pickup in local government bond issuance has led to only a slight uptick in China’s overall credit impulse. Excluding local government bonds, China’s credit impulse continues to decline, reflecting an impaired monetary policy transmission mechanism and slowing bank loan growth. The implication is that it is too early to position aggressively towards China-sensitive commodities and global ex-US stocks, despite the recent pickup in our market-based growth indicator for China. At least some of the pickup in our market-based indicator reflects passive outperformance of some China-sensitive assets; Chart I-18 highlights that global ex-stocks and industrial metals prices have risen relative to US stock prices over the past month, but mostly because US stocks sold off in reaction to Fed hawkishness. Chart I-19 highlights that industrial metals prices continue to advance in a fashion that is not explained by the pace of China’s credit growth (as has generally been the case over the past decade), suggesting that metals are being somewhat supported by investment demand that is likely being driven by inflation hedging. We noted in our November Special Report that industrial commodities performed well during the stagflationary period of the 1970s,1 and over the past 40 years during months in which stock and bond returns are both negative. This makes metals an ideal portfolio hedge in the current environment, and we suspect that this factor – in addition to global inventory drawdowns last year – have kept prices elevated. Chart I-18Some Of The Rise In Our Market-Based China Growth Indicator Reflects Passive Outperformance Some Of The Rise In Our Market-Based China Growth Indicator Reflects Passive Outperformance Some Of The Rise In Our Market-Based China Growth Indicator Reflects Passive Outperformance Chart I-19Metals Prices Are Higher Than What Chinese Economic Growth Would Imply Metals Prices Are Higher Than What Chinese Economic Growth Would Imply Metals Prices Are Higher Than What Chinese Economic Growth Would Imply However, this also implies that metals prices could sell off at some point over the coming few months if US inflation fears begin to peak and Chinese monetary policy has not yet turned decisively reflationary. We are more comfortable with a bullish view toward industrial metals in the latter half of 2022, and recommend that investors buy metals on any dips in prices. Similarly, while we believe that investors should maintain global ex-US stocks on upgrade watch, we would prefer to see more evidence of a likely acceleration in Chinese economic activity before upgrading. In addition, we would also recommend that investors wait for the Ukrainian situation to play out, given the recent selloff in European stocks in response to the deepening crisis. A Likely War In Ukraine Last week, US President Joe Biden publicly predicted that Russia would likely invade parts of Ukraine, and implied that the sanction response from Western countries might be muted if the invasion were “minor”. Biden’s remarks have since been described as a gaffe, but in our view they were likely accurate. When combined with reports that the White House is warning domestic chipmakers of potential export restrictions to Russia in the event of an invasion, Biden’s remarks suggest that the US government does not believe that a diplomatic solution is likely and that Russia will probably send troops into Ukrainian territory. A full-scale invasion of Ukraine is very unlikely, as it would unite the Western world in delivering crippling economic sanctions towards Russia. The question for investors is whether the economic consequences of a minor incursion have significant enough implications to change one’s 12-month asset allocation stance. The extent of the rise in energy prices following a minor Russian incursion into Ukraine would be the key determinant of the impact that Russian military action would have on financial markets. Russia could withhold natural gas or oil exports to punish Europe if the Nord Stream II pipeline were cancelled. Oil prices would likely rise, even if retaliatory action was limited to the natural gas market, because oil consumption would rise as a substitute. This would further exacerbate the European energy crisis, although as we noted above, the PMI data continues to point to COVID as a more serious near-term threat to European economic activity than energy prices. Our geopolitical strategy team recently upgraded the odds of Russia invading Ukraine from 50% to 75%, suggesting that investors need to decide now whether to reduce risky asset exposure. The invasion has not yet occurred as we go to press, but could happen at any moment. All told, we doubt that a minor invasion will have a lasting, full-year impact on financial markets, but it is likely to have a near-term impact on the performance of some assets. While some of the risk of this event has already been priced in, on a 0-3 month time horizon, the US dollar would likely rally even further in response to an invasion and we suspect that the recent outperformance of global ex-US stocks would reverse (with the US outperforming). Our sense is that global equities may underperform government bonds for a short period following a minor incursion, but that a more aggressive Russian invasion would likely be needed to cause a persistent rise in the US dollar, US equity outperformance, and stocks to underperform bonds on a 12-month time horizon. Investment Conclusions Chart I-20We Expect Further Outperformance Of Value, Within The Context Of A Rising Stock-To-Bond Ratio We Expect Further Outperformance Of Value, Within The Context Of A Rising Stock-To-Bond Ratio We Expect Further Outperformance Of Value, Within The Context Of A Rising Stock-To-Bond Ratio Relative to the investment positions that we presented in our annual outlook report, we see no compelling reason to alter any of our recommendations on a 6-12 month time horizon. Over the nearer-term, a minor Russian incursion of Ukraine is now likely, and may further roil financial markets for a period of time. But the bar for the Ukrainian situation to durably impact returns on a 12-month time horizon is high, and implies a degree of conflict that we do not currently expect. US equities have sold off because of a rise in the discount rate and in the equity risk premium. We do not believe the latter is justified for the market as a whole. Our view that US equities have overreacted to the Fed’s hawkish shift and that long-maturity US bond yields have roughly another 50 basis points of upside this year strongly point to an overweight stance towards stocks versus bonds and a short-duration stance as still justified. We continue to expect that growth stocks will underperform value stocks over the coming year, but in the context of a rising rather than falling overall market (Chart I-20). It is too early to position aggressively toward China-sensitive commodities and global ex-US stocks, but investors should maintain these assets on upgrade watch. The US dollar may continue to reverse some of its recent decline over the coming 3 months in response to military conflict in Ukraine or if investors dial back their expectations for Chinese economic growth, but we expect a lower dollar in a year’s time. Jonathan LaBerge, CFA Vice President The Bank Credit Analyst January 28, 2022 Next Report: February 24, 2022 II. The US Productivity Surge: Less Than Meets The Eye The current surge in US measured productivity looks very unlike what occurred in the mid-to-late 1990s. A detailed breakdown of labor productivity growth points to atypical labor market compositional effects – namely a significant decline in services employment – as being responsible for the apparent rise in productivity. In addition, technological disinflation, a major ingredient of the late 1990s “disinflationary boom”, is absent today. A cross-country comparison of the growth in output per worker during the pandemic can be mostly explained by differences in the fiscal response to the crisis. US output per worker surged compared to other countries, but the US fiscal response also generated a significant amount of excess income to support economic activity – unlike in the euro area, UK, and Japan. Micro-level arguments and some academic studies argue against the idea that work from home arrangements will ultimately be productivity-enhancing. Remote work makes it more difficult for firms to train the next generation of senior employees, which will raise the staffing risks for many businesses. While the long-term outlook for technologically-driven productivity growth is positive, projected commercialization timelines for several well-known technologies under development do not point to an imminent, inflation-offsetting boom in potential output. If inflation remains significantly above target after the pandemic is over, the Fed’s long-term interest rate projections may rise. US stocks would suffer potentially large losses in a scenario where 10-year US Treasury yields rise towards the potential growth rate of the economy. Investors should consider reducing their equity exposure if 5-year, 5-year forward US Treasury yields break above 2.5%. We do not expect that to occur this year, which for now justifies an overweight stance towards risky assets. Chart II-1A Pandemic-Driven Productivity Surge? A Pandemic-Driven Productivity Surge? A Pandemic-Driven Productivity Surge? The behavior of US labor productivity during the COVID-19 pandemic has raised several questions among investors. As defined by output per hour worked, US productivity accelerated significantly over the first six quarters of the COVID-19 pandemic, but then fell sharply in Q3 2021 (Chart II-1). While some market participants have questioned the cause of the recent decline, investors have generally been more interested in the question of whether the US is in the middle of a long-lasting productivity surge that will help alleviate inflationary pressure – akin to what occurred in the second half of the 1990s. In this report, we review the recent surge in US labor productivity in contrast to what occurred in the late-1990s, and then compare it with what has occurred globally. While we are not pessimistic about the pace of technological advancement and its potential to drive long-run productivity, we conclude that the US is not likely experiencing a sustained productivity boom driven by technological adoption during the pandemic. This underscores why investors should not expect a significant increase in potential output owing to the pandemic or its effects. It also highlights that, if elevated inflation in response to strongly positive output gaps were to occur over the coming few years, it would likely be met by significantly tighter fiscal or monetary policy. Today Versus The 1990s: Total Factor Productivity Versus Capital Intensity Chart II-2The Technologically-Driven US Productivity Surge In The 1990s Was A Major Macro Event The Technologically-Driven US Productivity Surge In The 1990s Was A Major Macro Event The Technologically-Driven US Productivity Surge In The 1990s Was A Major Macro Event A technologically-driven surge in productivity growth in the second half of the 1990s was a highly significant macroeconomic event. Chart II-2 highlights that US labor productivity surged to over 3% from 1995 to 2000, alongside a significant deceleration in core PCE inflation and a sizeable acceleration in potential GDP growth. Given the acceleration in measured productivity during the pandemic, and the accompanying rapid adoption (or broader use) of technology, it is easy to see why some investors have questioned whether a 1990s-style productivity boom is underway. However, a detailed breakdown of the 2020 rise in labor productivity growth highlights substantial differences between the current environment and that of the late 1990s, which points instead to compositional effects as the main driver. Improvements in labor productivity can come from smarter workers, an increase in the amount of capital employed per worker, or from technological innovations and better working practices. The US Bureau of Labor Statistics provides a breakdown of the annual change in labor productivity that attempts to capture these three components: The contribution from shifts in labor composition: This measures the productivity impact of changes in the age, education, and gender structure of the labor force. The contribution from capital intensity: This measures the productivity impact of shifts in the amount of capital equipment available per worker. Total factor (or “multifactor”) productivity: This measures the changes in output per hour that cannot be accounted for by the above two factors. Thus, it includes the effects of technological changes, returns to scale, shifts in the allocation of resources, and other changes in operating procedures. Examining the 2020 rise in labor productivity growth along these three factors underscores key differences between the current environment and that of the late 1990s. The first point for investors to note is that the acceleration in labor productivity in 2020 occurred alongside a contraction in total factor productivity (TFP) growth, in contrast to the 1990s when TFP drove labor productivity (Chart II-3). The fact that TFP growth fell in 2020 means that the increase in labor productivity must have occurred either because of labor composition or capital intensity effects. In 2020, labor composition contributed somewhat to accelerating labor productivity, but that most of the increase was caused by a sharp increase in capital intensity. Some of the increase in overall capital intensity occurred because of an increase in the intensity of information processing equipment and intellectual property products (supporting the idea of an increase in pandemic-driven capital deployment), but this was outstripped by the contribution of “other” capital services (Chart II-4). Chart II-3Total Factor Productivity Collapsed In 2020, Unlike In The 1990s Total Factor Productivity Collapsed In 2020, Unlike In The 1990s Total Factor Productivity Collapsed In 2020, Unlike In The 1990s Chart II-4The Surge In US Capital Intensity Reflects A Rapid Compositional Shift In The Labor Market February 2022 February 2022 The concept of capital intensity refers to the amount of capital available per worker, but in practice it is measured as the ratio of the amount of capital used relative to the amount of labor hours used to produce output. Thus, a surge in capital intensity that is not accounted for by an increase in the amount of tech-related capital available to workers points to a rapid compositional shift in the economy from relatively low capital-intensive industries to relatively high-intensive industries. Under less extreme economic circumstances we would be more inclined to search for other potential causes of a rapid increase in measured capital intensity, but a shift in employment from less to more capital-intensive industries is exactly what has occurred during the pandemic. Services jobs tend to be much more labor-intensive than goods-producing jobs; Chart II-5 highlights that the former fell far more than the latter during the pandemic, in sharp contrast to what normally occurs during a recession (Chart II-6). This phenomenon is also reflected in a highly unusual decline in services spending compared with very strong goods spending relative to their pre-pandemic trend. Chart II-5Employment In Low Capital Intensity Services-Producing Industries Fell Far More Than Goods-Producing Employment In Low Capital Intensity Services-Producing Industries Fell Far More Than Goods-Producing Employment In Low Capital Intensity Services-Producing Industries Fell Far More Than Goods-Producing Chart II-6The Sharp Decline In Services Jobs During The Pandemic Was Unprecedented The Sharp Decline In Services Jobs During The Pandemic Was Unprecedented The Sharp Decline In Services Jobs During The Pandemic Was Unprecedented The takeaway for investors is that the nature of the pandemic and its unique impact on the economy has created the appearance of an acceleration in productivity, when in reality true productivity has fallen and the standard measure of productivity is being flattered by enormous changes in the composition of the labor market. Today Versus The 1990s: IT Investment, And Technological Disinflation The trends in IT investment and prices highlight another major difference between the current environment and that of the late 1990s. Charts II-7 and II-8 highlight recent trends in comparison to those of the 1990s, with the following notable points: Chart II-7There Are Major Differences Between IT Investment And Prices Today Versus The 1990s There Are Major Differences Between IT Investment And Prices Today Versus The 1990s There Are Major Differences Between IT Investment And Prices Today Versus The 1990s Chart II-8A One-Off Move A One-Off Move A One-Off Move The recent pace of real investment in total IT does not point to the pandemic as a sustained source of productivity growth. Real investment in IT has already slowed significantly, in contrast to the 1990s when it accelerated on a sustained basis for years. IT investment as a % of GDP and of total plant and equipment spending has already stopped rising (or is now falling), exhibiting clear signs of a one-off shift and thus undermining the view that IT investment has significantly raised potential output. In pronounced contrast to the mid-1990s when IT equipment prices were collapsing, computing equipment inflation has recently risen into positive territory – to the highest levels recorded since the data became available in 1959. Higher prices for IT equipment clearly reflect, at least in part, pandemic-driven pressure on global supply chains and the production of semiconductors. So we do not expect sustained increases in the price of computing equipment. But the key point for investors is that a major ingredient of the late 1990s “disinflationary boom” is missing today. The US Versus The World We have presented Chart II-9 in previous reports to highlight that there is certainly no evidence of a global productivity surge, using output per worker as a proxy for the standard measure of labor productivity (output per hour worked). Some investors have countered that the US is a more dynamic economy, and that a sustained productivity boom would be more apparent in the US prior to its emergence in other countries. Or simply that the US alone is experiencing a productivity boom that will help reduce very elevated US inflation, with strong implications for Fed policy. Chart II-9During The Pandemic, Cross-Country Changes In Real Output Per Worker… February 2022 February 2022 Chart II-10…Are Mostly Explained By Different Fiscal Responses February 2022 February 2022 Chart II-11High US Real Output Per Worker Also Reflects A Lagging Jobs Recovery Relative To Pre-Pandemic Levels High US Real Output Per Worker Also Reflects A Lagging Jobs Recovery Relative To Pre-Pandemic Levels High US Real Output Per Worker Also Reflects A Lagging Jobs Recovery Relative To Pre-Pandemic Levels Charts II-10 and II-11 present a different cross-country comparison that reinforces the view that the US is not likely experiencing a long-lasting productivity surge that will help reduce inflation. Chart II-10 highlights that in the face of a significant decline in employment, US output was supported by a substantial amount of “excess income” – the cumulative amount of household disposable income earned over the course of the pandemic in excess of what would have been predicted based on the pre-pandemic trend. Other major DM economies (such as the UK and euro area) either saw negative excess income or a modestly positive amount (Japan), underscoring that the fiscal response to the pandemic in most advanced economies was aimed at stabilizing income rather than raising it. In combination with Chart II-11 – which highlights that the US labor market recovery has significantly lagged behind the European and Canadian economies in terms of returning to the pre-pandemic employment trend – this would appear to explain why the US has experienced stronger real output per worker than other countries. Chart II-12Given A Similar Fiscal Response, Would The US Have Canada's Job Recovery If It Had Less COVID Cases? Given A Similar Fiscal Response, Would The US Have Canada's Job Recovery If It Had Less COVID Cases? Given A Similar Fiscal Response, Would The US Have Canada's Job Recovery If It Had Less COVID Cases? Canada stands out as the outlier compared with the US, in the sense that it’s growth in real output per worker has been much lower but Canadian fiscal policy created a similar amount of excess income. However, it may be the case that the Canadian experience highlights that the US labor market recovery is the outlier, which could imply that the surge in US labor productivity may in fact have inflationary rather than disinflationary consequences at the margin. We discussed the factors that we believe are driving the slow recovery in the US working-age population in our 2022 annual outlook report, and how they are strongly linked to the pandemic. However, Canada has also clearly been affected by COVID-19, and yet it has experienced a more significant recovery in jobs. Chart II-12 highlights that there has been one major difference between the US and Canada during the pandemic: a substantial gap in the burden of disease from COVID-19. This raises the question of whether Canada has outperformed the US in terms of its labor market recovery, despite a similarly impactful fiscal response, because of a smaller labor shortage stemming from long-term COVID symptoms. Over the past two years, there have been many reports about people who have recovered from COVID but who continue to experience some symptoms of the disease. The medical community has labeled this condition as post-acute sequelae of SARS-CoV-2 infection (PASC), colloquially referred to as “long COVID.” Chart II-13Long-COVID Might Help Explain The US’ Lagged Return To Pre-Pandemic Employment February 2022 February 2022 The medical community’s understanding of long COVID is currently poor, and doctors do not know why some people get the condition or what treatment options are likely to be the most effective. Given this, it is possible that some reports of long COVID are, in fact, related to other conditions. But a recent research report from Brookings estimated that the US labor market may be missing 1.6 million workers because of long COVID’s effects (Chart II-13), which alone would account for 1 percentage point (or roughly 1/4th) of the growth in US real output per worker since the pandemic began. This circumstance would be inflationary rather than disinflationary on the margin, as it would imply that accelerating first and second quartile US wage growth may be sticky even as the pandemic recedes. Is Working From Home Positive For Productivity? We have noted above that the macro data argues against the idea of a sustained rise in US productivity stemming from the pandemic. A more micro-level perspective, one that examines the working-from-home (WFH) experience, also appears to support our case. It is true that surveys of employees highlight that their experience of WFH has been significantly better on average than workers expected and report their being more productive while working from home during the pandemic. Chart II-14 emphasizes that, based on the running surveys from Barrero, Bloom, and Davis (“BBD”), 60% of workers have conveyed better WFH outcomes relative to expectations, versus just 14% reporting worse outcomes. In addition, Chart II-15 clearly highlights that workers prefer at least some form of hybrid WFH arrangement, with just 22% of survey respondents reporting the desire to work from home either rarely or never. Chart II-14Remote Workers Have Reported Better Work-From-Home Outcomes Than What Was Expected February 2022 February 2022 Chart II-15Remote Workers Clearly Prefer A Hybrid Work Model February 2022 February 2022 However, worker preferences do not necessarily correlate with productivity gains, at least not to the same degree. Chart II-16 from the BBD surveys highlights that the share of workers reporting more efficiency while working from home is not as large as those reporting better outcomes relative to expectations, suggesting that employees are considering whether WFH arrangements are benefiting them personally when responding to their desired post-pandemic level of remote work. Chart II-17 also shows that employees working from home only spend a third of the time ordinarily allocated to commuting to working on their primary job; the rest is spent on childcare, leisure, home improvement, or working on a second job (which may or may not be a sustainable source of income). Chart II-16Less Than Half Of Workers Report Being More Efficient While Working Remotely February 2022 February 2022 Chart II-17Only 1/3rd Of Time Saved Commuting Is Spent On Primary Employment February 2022 February 2022 There is also some evidence from academic studies that indicates productivity fell during the pandemic for some remote workers. Michael Gibbs, Friederike Mengel, and Christoph Siemroth (2021) surveyed 10,000 professionals at a large Asian IT services company, and found that productivity declined because of a slight decline in average output and a rise in hours worked.2 Admittedly, elements of the study did point to some factors potentially impacting this decline in productivity that were more prominent in the earlier phase of the pandemic, specifically the issue of childcare (which would not likely be a drag on remote worker productivity in a post-pandemic environment). But it also noted that employees with a longer company tenure fared better, which in our view is an often overlooked element of remote work that points to less future productivity gains from WFH arrangements than may be recognized by investors. The outperformance of senior staff in a WFH environment is not particularly surprising: once employees have accrued significant experience, they spend less of their working time learning and more (or all) of their working time “doing.” It makes sense that employees who predominantly “platform” their existing experience may fare the same or better in a WFH arrangement, but it is highly questionable whether it is sustainable, because it makes it much more difficult for businesses to train the next generation of senior employees. The Gibbs, Mengel, and Siemroth study noted that higher communication and coordination costs featured prominently in their findings of reduced remote worker productivity. Importantly, they found that employees communicated with fewer individuals and business units, both inside and outside the firm, and received less coaching and one-to-one meetings with supervisors. While some firms may be able to mitigate these risks to the advancement and development of more junior staff while maintaining a hybrid on-site / WFH model, we suspect that many firms will fail to do so fully. Future Productivity: Pessimism Unwarranted, But No Inflation Salvation The fact that the US is not likely in the middle of a pandemic-driven productivity boom does not mean that the outlook for productivity is poor. In fact, we would point to two factors that lead us to believe that productivity growth will be better in the future than it has been over the past decade: The pronounced consumer deleveraging phase that existed for several years following the global financial crisis is over, and There are several identifiable technologies currently under development that are likely to have legitimate commercial applications and productivity-enhancing benefits in the future On the first point, we have contended in previous reports that the weak productivity growth observed during the first half of the last economic expansion was because of demand rather than supply-side factors. This notion is jarring for many investors, who are accustomed to think of productivity trends as being exclusively driven by supply-side phenomena. This is typically correct, in that the cyclical impact of fluctuating aggregate demand on measured productivity – particularly during and immediately after recessions – is usually temporary in nature. However, the 2008/2009 recession was highly atypical, in the sense that it was a household “balance sheet” recession rather than a normal “income” recession. This led to a prolonged period of US household deleveraging, below-average corporate sales growth, and poor growth in output per hour worked. In effect, the post-2008 deleveraging phase created a long-lasting, multi-year cyclical effect on measured productivity growth. In early-2009, pessimistic investors held to an understandable reason for why they doubted the sustainability of the economic recovery: there could be no meaningful labor market recovery if businesses expected several years of weak demand because of the likelihood of consumer deleveraging. In this respect, the post-2008 period served as an important natural experiment for macroeconomists and investors: we have learned that the response of firms to a durable but shallow economic recovery is, on the one hand, to hire additional workers, but, on the other hand, also to control wage and salary costs aggressively. Chart II-18Slow Productivity Growth Last Cycle Was A Demand Story, Not A Supply Story February 2022 February 2022 Chart II-18 encapsulates the point that weak productivity during the last economic cycle was closely tied to US household deleveraging. The chart highlights that the decline in total factor productivity due to goods-producing industries – heavily concentrated in manufacturing – was much larger than for private services from 2007 to 2019. Since there was no technological slowdown that disproportionally impacted the manufacturing industry during the period, this clearly points to demand-side rather than supply-side factors as the main driver of the post-GFC productivity slowdown. On the second point about future productivity growth, Table II-1 outlines five well-known technologies that are in various stages of development and are likely to lead to significant applications at some point in the future: artificial intelligence, automated driving (a specific application of AI), quantum computing, augmented/virtual reality and human-machine interface, and CRISPR/gene editing. The table outlines the nature of potential future applications, as well as projections from McKinsey Global Institute about the most likely commercialization timeline. Table II-1Technological Advancement Is Ongoing. It Won’t Likely Help Fight Inflation Over The Next Few Years February 2022 February 2022 A detailed analysis of each of these technologies is beyond the scope of this report, but Table II-1 underscores two key points for investors. The first is that further, technologically-driven productivity growth is not just possible, it is likely. It is clear what advancements will probably drive these productivity gains, and Table II-1 highlights only the most well-known technologies to which experts in the field would point to. The second point is that most major changes from these technologies are projected to occur beyond 2025, and, in many cases, beyond this decade. In the case of quantum computing, while it could potentially lead to an explosion of algorithmic power that would almost certainly have major commercial implications, it is even possible that this technology will initially subtract from total factor productivity growth before contributing positively. This is because of its potential to render much of the existing global internet security and privacy infrastructure useless, as highlighted by a NIST Cybersecurity White Paper last April: “Continued progress in the development of quantum computing foreshadows a particularly disruptive cryptographic transition. All widely used public-key cryptographic algorithms are theoretically vulnerable to attacks based on Shor’s algorithm, but the algorithm depends upon operations that can only be achieved by a large-scale quantum computer. Practical quantum computing, when available to cyber adversaries, will break the security of nearly all modern public-key cryptographic systems.”3 Some experts believe that the preparation required to avoid this outcome may dwarf that of the millennium bug (“Y2K”) problem of the late-1990s,4 which cost roughly 1% of GDP to fix – and thus was clearly not productivity-enhancing. The bottom line for investors is that while the long-term outlook for technologically-driven productivity growth is bright, it is unlikely to save the US and/or global economies from elevated inflation over the next several years if output gaps in advanced economies rise to strongly positive levels in the wake of the pandemic. Investment Conclusions Our analysis above has highlighted that the current surge in measured productivity looks very unlike what occurred in the mid-to-late 1990s, and that very atypical labor market compositional effects are likely responsible for the apparent rise in labor productivity. We have also highlighted that a cross-country comparison of the growth in output per worker during the pandemic can be mostly explained by differences in the fiscal response to the pandemic, and that there are micro-level arguments against the idea that work from home arrangements are productivity-enhancing. Finally, while the long-term outlook for technologically-driven productivity growth is positive, projected commercialization timelines for several well-known technologies under development do not point to an imminent, inflation-offsetting boom in potential output. While we believe that the COVID-19 pandemic will recede in importance this year, it is not yet over. As such, investors do not yet know how strong the output gap in the US and other advanced economies will be on average over the coming two to three years, or what the pace of consumer price inflation will look like in the face of strong aggregate demand but substantially lower (or no) pressure from the supply-side of the economy (as we expect). Chart II-19There Is A Lot Of Downside For Stocks If Bond Yields Rise To Potential Growth Rates There Is A Lot Of Downside For Stocks If Bond Yields Rise To Potential Growth Rates There Is A Lot Of Downside For Stocks If Bond Yields Rise To Potential Growth Rates In a scenario in which aggregate demand remains strong next year and inflation remains above-target, even in the face of Fed tightening and a normalization in services/goods spending, we would expect to see significantly tighter fiscal or monetary policy. This is a scenario in which the secular stagnation narrative, which underpins the Fed’s low long-term interest rate projection, would likely be aggressively challenged by investors. Chart II-19 highlights that US equities would potentially suffer a 24% contraction in the forward P/E in a scenario in which the equity risk premium is in line with its historical average and 10-year US Treasury yields rise to the potential growth rate of the economy. We do not yet believe that a significant rise in long-term interest rate expectations will occur this year, meaning that investors should still be overweight stocks versus government bonds over the coming 6-12 months. But as we noted in last month’s report, we may recommend that investors reduce their equity exposure if 5-year, 5-year forward Treasury yields break above 2.5% (the FOMC’s long-run Fed funds rate projection), which we noted in Section 1 of our report is 50 basis points above current levels. 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 valuation, and sentiment indicators remain very extended, highlighting that investors should expect positive but relatively modest returns from stocks over the coming 6-12 months. Our technical indicator has declined from extremely overbought levels in response to January’s US equity sell-off, but it has not yet reached oversold territory. Still, we believe that the equity market’s reaction to rising bond yields is overdone, especially for value stocks. Forward equity earnings are pricing in a substantial further rise in earnings per share. Net earnings revisions and net positive earnings surprises have rolled over, but from extremely elevated levels and there is no meaningful sign yet of a decline in the level of forward earnings. Bottom-up analyst earning expectations remain too high, but stocks are still likely to be supported by robust revenue growth over the coming year. Within a global equity portfolio, we continue to recommend that investors position for the underperformance of financial assets that are negatively correlated with long-maturity government bond yields (such as growth stocks). The 10-Year Treasury Yield has broken convincingly above its 200-day moving average following the Fed’s hawkish shift, but remains below the fair value implied by our bond valuation index and the FOMC-implied fair value in a March 2022 rate hike scenario. We continue to expect that long-maturity bond yields will move higher over the coming year. Commodity prices remain elevated, and our composite technical indicator highlights that they remain overbought. An eventual slowdown in US goods spending, coupled with eventual supply-chain normalization, could weigh on commodity prices at some point over the coming 6-12 months. We are more comfortable with a bullish view towards industrial metals in the latter half of 2022. US and global LEIs have rolled over from very elevated levels. 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 gaps are negative in many advanced economies because of very weak services spending. The latter will recover significantly at some point over the coming year, as the severity of the pandemic wanes. 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 Content 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 "Gauging The Risk Of Stagflation," dated October 29, 2021, available at bca.bcaresearch.com 2     Michael Gibbs, Friederike Mengel, and Christoph Siemroth. “Work from Home & Productivity: Evidence from Personnel & Analytics Data.” Working Paper No. 2021-56. July 13, 2021. Pp. 1-30. 3    William Barker, William Polk, and Murugiah Souppaya. “Getting Ready for Post-Quantum Cryptography: Exploring Challenges Associated with Adopting and Using Post-Quantum Cryptographic Algorithms.” National Institute of Standards and Technology, US Department of Commerce. April 28, 2021. Pp. 1-7. 4    Jonathan Ruane, Andrew McAfee, and William Oliver. “Quantum Computing for Business Leaders.” Harvard Business Review, January-February 2022.

Highlights The selloff in equities since the start of the year marks a long overdue correction rather than the start of a bear market. Stocks often suffer a period of indigestion when bond yields rise suddenly, but usually bounce back as long as yields do not move into economically restrictive territory. BCA’s bond strategists expect the 10-year yield to rise to 2%-to-2.25% by the end of the year, which is well below the level that could trigger a recession. While valuations in the US remain stretched, they are much more favorable abroad. Investors should overweight non-US markets, value stocks, and small caps in 2022. Go long homebuilders versus the S&P 500. US homebuilders are trading at only 6.5-times forward earnings and will benefit from tight housing supply conditions and a moderation in input costs. FAQ On Recent Market Action The selloff in stocks since the start of the year has garnered a lot of attention. In this week’s report, we address some of the key questions clients are asking.   Q: What do you see as the main reasons for the equity selloff? A: At the start of the year, the S&P 500 had gone 61 straight weeks without experiencing a 6% drawdown, the third longest stretch over the past two decades. Stocks were ripe for a pullback. The backup in bond yields provided a catalyst for the sellers to come out. Not surprisingly, growth stocks fell hardest, as they are most vulnerable to changes in the long-term discount rate. At last count, the S&P 500 Growth index was down 13.7% YTD, compared to 4.1% for the Value index. Our research has found that stocks often suffer a period of indigestion when bond yields rise suddenly, but usually bounce back as long as yields do not move into economically restrictive territory (Table 1). BCA’s bond strategists expect the 10-year yield to rise to 2%-to-2.25% by the end of the year, which is well below the level that could trigger a recession. Table 1As Long As Bond Yields Don’t Rise Into Restrictive Territory, Stocks Should Recover A Correction Not A Bear Market A Correction Not A Bear Market Historically, equity bear markets have coincided with recessions (Chart 1). Corrections can occur outside of recessionary periods, but for stocks to go down and stay down, corporate earnings need to fall. That almost never happens unless there is a major economic downturn (Chart 2). In fact, the only time in the last 50 years the US stock market fell by more than 20% outside of a recessionary environment was in October 1987. Chart 1Recessions And Bear Markets Tend To Go Hand In Hand Recessions And Bear Markets Tend To Go Hand In Hand Recessions And Bear Markets Tend To Go Hand In Hand Chart 2Business Cycles Drive Earnings Business Cycles Drive Earnings Business Cycles Drive Earnings Chart 3The Bull-Bear Ratio Is Below Its Pandemic Lows The Bull-Bear Ratio Is Below Its Pandemic Lows The Bull-Bear Ratio Is Below Its Pandemic Lows It is impossible to know when this correction will end. However, considering that the bull-bear spread in this week’s AAII survey fell below the trough reached both in March 2020 and December 2018, our guess is that it will be sooner rather than later (Chart 3). With global growth likely to remain solid, equity prices should rise. Q: What gives you confidence that growth will hold up? A: Households are sitting on a lot of excess savings – $2.3 trillion in the US and a similar amount abroad. That is a lot of dry powder. Banks are also actively looking to expand credit, as the recent easing in lending standards demonstrates (Chart 4). Leading indicators of capital spending are at buoyant levels (Chart 5). Chart 4US Banks Are Easing Lending Standards US Banks Are Easing Lending Standards US Banks Are Easing Lending Standards Chart 5The Outlook For US Capex Is Bright The Outlook For US Capex Is Bright The Outlook For US Capex Is Bright It is striking how well the global economy has handled the Omicron wave. While service PMIs have come down, manufacturing PMIs have remained firm. In fact, the euro area manufacturing PMI reached 59 in January versus expectations of 57.5. It was the strongest manufacturing print for the region since August. The manufacturing PMI also ticked up slightly in Japan. The China Caixin/Markit PMI and the official PMI published by the National Bureau of Statistics also ticked higher. After dipping below zero last August, the Citi global economic surprise index has swung back into positive territory (Chart 6). Chart 6The Omicron Wave Did Not Drag Down The Global Economy The Omicron Wave Did Not Drag Down The Global Economy The Omicron Wave Did Not Drag Down The Global Economy Markets are also not pricing in much of a growth slowdown (Chart 7). Growth-sensitive industrial stocks have outperformed the overall index by 1.1% in the US so far this year. EM equities have outperformed the global benchmark by 5.9%. The Bloomberg Commodity Spot index has risen 7.2%. Credit spreads have barely increased. Chart 7Markets Are Not Discounting Much Of A Growth Slowdown Markets Are Not Discounting Much Of A Growth Slowdown Markets Are Not Discounting Much Of A Growth Slowdown   Q: What is your early read on the earnings season? A: Nothing spectacular, but certainly not bad enough to justify the steep drop in equity prices. According to Refinitiv, of the 145 S&P 500 companies that have reported Q4 earnings, 79% have beat analyst expectations while 19% reported earnings below expectations. Usually, 66% of companies report earnings above analyst estimates, while 20% miss expectations. In aggregate, the reported earnings are coming in 3.2% above estimates, slightly lower than the historic average of 4.1%. Guidance has been lackluster. However, outside of a few tech names like Netflix, earnings disappointments have generally been driven by higher-than-expected expenses, rather than weaker sales. Overall EPS estimates for 2022 have climbed 0.4% in the US and by 1.1% in foreign markets since the start of the year (Chart 8).   Q: To the extent that the Fed is trying to engineer tighter financial conditions, doesn’t this imply that stocks must continue falling? A: That would be true if the Fed really did want to tighten financial conditions, either via lower stock prices, a stronger dollar, higher bond yields, or wider credit spreads. However, we do not think that this is what the Fed wants. Despite all the chatter about inflation, the 5-year/5-year forward TIPS breakeven inflation rate has fallen to 2.05%, which is 25 basis points below the bottom end of the Fed’s comfort zone (Chart 9).1 Chart 8Earnings Expectations Have Not Been Revised Lower Earnings Expectations Have Not Been Revised Lower Earnings Expectations Have Not Been Revised Lower Chart 9Market-Based Long-Term Inflation Expectations Are Below The Fed's Comfort Zone Market-Based Long-Term Inflation Expectations Are Below The Fed's Comfort Zone Market-Based Long-Term Inflation Expectations Are Below The Fed's Comfort Zone Chart 10The Terminal Fed Funds Rate Seen At 2%-2.5% The Terminal Fed Funds Rate Seen At 2%-2.5% The Terminal Fed Funds Rate Seen At 2%-2.5% Chart 11The Market Thinks The Fed Will Not Be Able To Lift Rates Above 2% The Market Thinks The Fed Will Not Be Able To Lift Rates Above 2% The Market Thinks The Fed Will Not Be Able To Lift Rates Above 2% Remember that the Fed’s estimate of the neutral rate, R*, is very low. The Fed thinks it will only be able to raise rates to 2.5% during this tightening cycle, which would barely bring real rates into positive territory (Chart 10). The market does not think the Fed will be able to raise rates to even 2% (Chart 11). The last thing the Fed wants to do is inadvertently invert the yield curve. In the past, an inverted yield curve has reliably predicted a recession (Chart 12). Chart 12A Yield Curve Inversion Usually Signals The End Of A Business Cycle (And Can Even Predict A Pandemic) A Yield Curve Inversion Usually Signals The End Of A Business Cycle (And Can Even Predict A Pandemic) A Yield Curve Inversion Usually Signals The End Of A Business Cycle (And Can Even Predict A Pandemic) The Fed is about to start raising rates and shrinking its balance sheet not because it wants to slow growth, but because it wants to maintain its credibility. While the Fed will never admit it, it is very much attuned to the direction in which the political winds are blowing. The rise in inflation, and the Fed’s failure to predict it, has been embarrassing for the FOMC. Doing nothing is no longer an option. However, doing “something” does not necessarily imply having to raise rates more than the market is already discounting. Contrary to the consensus view that the Fed has turned hawkish, we think that the main takeaway from this week’s FOMC meeting is that Jay Powell, aka Nimble Jay, wants more flexibility in how the Fed conducts monetary policy. This makes perfect sense, as layer upon layer of forward guidance merely served to confuse market participants while unnecessarily tying the Fed’s hands.   Q: How confident are you that inflation will fall without a meaningful tightening in financial conditions? A: If we are talking about a horizon of 2-to-3 years, not very confident. As we discussed two weeks ago in a report entitled The New Neutral, the interest rate consistent with stable inflation and full employment is substantially higher than either the Fed believes or the market is pricing in. This means that the Fed is likely to keep rates too low for too long. However, if we are talking about a 12-month horizon, there is a high probability that inflation will fall dramatically, even if monetary policy stays very accommodative. Today’s inflation is largely driven by rising durable goods prices. Durables are the one category of the CPI basket where prices usually fall over time, so this is not a sustainable source of inflation (Chart 13). As demand shifts back from goods to services and supply bottlenecks abate, durable goods inflation will wane. Chart 14 shows that the price indices for a number of prominent categories of goods – including new and used vehicles, furniture and furnishings, building supplies, and IT equipment – are well above their trendlines. Not only is inflation in these categories likely to fall, but it is apt to turn negative, as the absolute level of prices reverts back to trend. This will put significant downward pressure on inflation. Chart 13Durable Goods Prices Are The Main Driver Of Inflation Durable Goods Prices Are The Main Driver Of Inflation Durable Goods Prices Are The Main Driver Of Inflation Chart 14Some Of These Prices Will Fall Outright Some Of These Prices Will Fall Outright Some Of These Prices Will Fall Outright Chart 15Wage Growth Has Picked Up, Especially At The Bottom Of The Income Distribution Wage Growth Has Picked Up, Especially At The Bottom Of The Income Distribution Wage Growth Has Picked Up, Especially At The Bottom Of The Income Distribution Granted, service inflation will accelerate this year as the labor market continues to tighten. However, rising service inflation is unlikely to offset falling goods inflation. While wage growth has accelerated, wage pressures have been concentrated at the bottom end of the wage distribution (Chart 15). According to the Census Household Pulse Survey, a record 8.75 million workers – many of them in relatively low-paid service jobs – were not working in the second week of January due to pandemic-related reasons (Chart 16). As the Omicron wave fades, most of these workers will re-enter the labor force. This should help boost labor participation among low-wage workers, which has recovered much less than for higher paid workers (Chart 17).   Chart 16The Pandemic Is Still Affecting Labor Supply The Pandemic Is Still Affecting Labor Supply The Pandemic Is Still Affecting Labor Supply Chart 17Employment In Low-Wage Industries Has Not Fully Recovered Employment In Low-Wage Industries Has Not Fully Recovered Employment In Low-Wage Industries Has Not Fully Recovered Q: Tensions between Ukraine and Russia have risen to a fever pitch. Could this destabilize global markets? Chart 18Valuations Matter For Long-Term Returns Valuations Matter For Long-Term Returns Valuations Matter For Long-Term Returns A: In a note published earlier today, Matt Gertken, BCA’s Chief Geopolitical Strategist, increased his odds that Russia will invade Ukraine from 50% to 75%. However, of that 75% war risk, he gives only 10% odds to Russia invading and conquering all of Ukraine. A much more likely scenario is one where Russia invades Donbas and perhaps a few other regions in Eastern or Southern Ukraine where there are large Russian-speaking populations and/or valuable coastal territory. While such a limited incursion would still invite sanctions from the West, Matt does not think that Russia will retaliate by cutting off oil and natural gas exports to Europe. Not only would such a retaliation deprive Russia of its main source of export earnings, but it could lead to a hostile response from countries such as Germany which so far have pushed for a more measured approach than the US has championed.   Q: Valuations are still very stretched. Even if the conflict in Ukraine does not spiral out of control and the goldilocks macroeconomic scenario of above-trend global growth and falling inflation comes to pass, hasn’t much of the good news already been discounted? A: US stocks are quite pricey. Both the Shiller PE ratio and households’ allocations to equities point to near-zero total returns for stocks over a 10-year horizon (Chart 18). That said, valuations are not a useful timing tool. The business cycle, rather than valuations, tends to dictate the path of stocks over medium-term horizons of 6-to-12 months (Chart 19). Chart 19AThe Business Cycle Drives The Stock Market Over Medium-Term Horizons (I) The Business Cycle Drives The Stock Market Over Medium-Term Horizons (I) The Business Cycle Drives The Stock Market Over Medium-Term Horizons (I) Chart 19BThe Business Cycle Drives The Stock Market Over Medium-Term Horizons (II) The Business Cycle Drives The Stock Market Over Medium-Term Horizons (II) The Business Cycle Drives The Stock Market Over Medium-Term Horizons (II) Moreover, stocks are not expensive everywhere. While US equities trade at 20.8-times forward earnings, non-US stocks trade at a more respectable 14.1-times. The valuation gap is even more extreme based on other measures such as normalized earnings, price-to-book, and price-to-sales (Chart 20). Chart 20AUS Stocks Are Trading At A Significant Premium To Their Non-US Peers (I) US Stocks Are Trading At A Significant Premium To Their Non-US Peers (I) US Stocks Are Trading At A Significant Premium To Their Non-US Peers (I) Chart 20BUS Stocks Are Trading At A Significant Premium To Their Non-US Peers (II) US Stocks Are Trading At A Significant Premium To Their Non-US Peers (II) US Stocks Are Trading At A Significant Premium To Their Non-US Peers (II) In terms of equity styles, both small caps and value stocks trade at a substantial discount to large caps and growth stocks (Chart 21). We recommend that investors overweight these cheaper areas of the market in 2022. Trade Recommendation: Go Long US Homebuilders Versus The S&P 500 US homebuilder stocks have fallen by 19.4% since December 10th. Beyond the general market malaise, worries about rising mortgage rates and soaring input costs have weighed on the sector. Yet, current valuations more than adequately discount these risks. The sector trades at 6.5-times forward earnings, a steep discount to the S&P 500. Whereas demand for new homes is near record high levels according to the National Association of Home Builders (NAHB) survey, the homeowner vacancy rate is at a multi-decade low. The supply of recently completed new homes is half of what it was on the eve of the pandemic (Chart 22). With demand continuing to outstrip supply, home prices will maintain their upward trend. As building material prices stabilize and worries about an overly aggressive Fed recede, homebuilder stocks will rally. Chart 21Value Stocks And Small Caps Are Cheap Value Stocks And Small Caps Are Cheap Value Stocks And Small Caps Are Cheap Chart 22US Homebuilders Looking Attractive US Homebuilders Looking Attractive US Homebuilders Looking Attractive Peter Berezin Chief Global Strategist peterb@bcaresearch.com Footnotes 1  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%. Global Investment Strategy View Matrix A Correction Not A Bear Market A Correction Not A Bear Market Special Trade Recommendations Current MacroQuant Model Scores A Correction Not A Bear Market A Correction Not A Bear Market

Highlights Federal Reserve: Market turbulence will not dissuade the Fed from starting to hike rates in March, with longer-term consumer inflation expectations climbing steadily higher. Given the choice of fighting high inflation or supporting asset prices, the Fed will choose the former as tightening financial conditions are not yet an impediment to above-trend US economic growth. Canada: Canadian growth is set to recover as the intense Omicron wave has peaked, further intensifying inflationary pressures. The Bank of Canada has all the information from its consumer and business surveys to justify hiking rates immediately, particularly with inflation expectations above the central bank’s 1-3% target range. Stay underweight Canadian government bonds in global fixed income portfolios, as markets have not yet discounted the likely cyclical peak in policy interest rates. Feature Chart of the WeekA Less Friendly Policy Backdrop For Risk Assets A Less Friendly Policy Backdrop For Risk Assets A Less Friendly Policy Backdrop For Risk Assets Risk assets have taken a beating over the past week, with major equity indices in the US and Europe suffering the sharpest selloffs seen since the early days of the pandemic. There are many sources of investor angst fueling the risk aversion wave - a potential Russian invasion of Ukraine, some mixed results on Q4/2021 corporate earnings reports, the lingering Omicron wave and most importantly, fears of tighter global monetary policy. The latter is most evident in the US, with a few prominent Wall Street investment banks now calling for the Fed to deliver much more than the 3-4 rate hikes currently discounted for 2022. The Fed is now in a difficult spot. Realized US inflation remains very high, supply chain disruptions are not going away, and wage growth is accelerating amid tight US labor market conditions. Survey-based consumer inflation expectations show little sign of peaking, with longer-term expectations now climbing steadily higher. As a result, the Fed has been forced to rapidly shift its policy guidance in a more hawkish direction. These trends are not unique to the US, however, as similar inflation dynamics are playing out in places like the UK and Canada where central banks are also expected to deliver a lot of monetary tightening this year (Chart of the Week). For inflation targeting central banks, a surge in inflation that becomes increasingly embedded in longer-term inflation expectations is a direct challenge to their credibility. The policy prescription must involve monetary tightening to raise real interest rates in a bid to stabilize inflation expectations. At the same time, given the starting point of near-0% nominal policy rates and high inflation, deeply negative real interest rates have a lot of room to rise before becoming a serious restraint on economic growth. This limits how far bond yields can decline in response to a generalized risk-off move like the one seen over the past week. For financial markets hooked on easy monetary policies, an inflation-induced monetary tightening cycle will lead to even higher bond yields – especially real yields - and more frequent bouts of market volatility this year. The events of the past week will likely not be a one-off. The Fed Cares About Inflation, Not Your Equity Portfolio US equity markets have had a rough start to 2022. The S&P 500 is down -9% so far in January, with the tech-heavy NASDAQ index down a whopping -13% (Chart 2). The VIX index now sits at 31, nearly double the level seen at the end of 2021. The selloff in risk assets has occurred alongside an increase in real US bond yields. TIPS yields for the 2yr, 5yr and 10yr maturities are up +20bps, +36bps and +43bps, respectively since the start of the year - a reflection of increasing Fed rate hike expectations. Yet other financial markets have seen more limited swings so far in 2022. Non-US equities are sharply outperforming the US; the EuroStoxx index of European equities is down -6%, while the MSCI emerging market (EM) equity index is down just -2%. US investment grade and high-yield spreads, using the Bloomberg benchmark indices, are up a relatively modest +9bps and +36bps, respectively, while the DXY US dollar index is up only +0.4%. The risk asset selloff seen year-to-date has been sharp, but has likely not been enough for the Fed to postpone the expected March liftoff of the fed funds rate. US financial conditions have tightened, but not nearly by enough to make the Fed to more concerned about the US economic growth outlook (Chart 3). Also, financial markets appear to be functioning normally, suggesting what is happening is a repricing of risk assets rather than a selloff driven by poor market liquidity conditions. Chart 2A 'Real' Equity Market Correction A 'Real' Equity Market Correction A 'Real' Equity Market Correction ​​​​​​ Chart 3High Inflation, Not High Asset Values, is The Fed's Biggest Concern High Inflation, Not High Asset Values, is The Fed's Biggest Concern High Inflation, Not High Asset Values, is The Fed's Biggest Concern ​​​​​​ The bigger risk to US growth may actually come from high inflation, rather than falling asset values. Real US household income growth, derived from responses in the New York Fed’s Survey of Consumer Expectations to individual questions on incomes and inflation, is expected to contract -3% over the next year (bottom panel). Given that decline in perceived spending power, with inflation far exceeding wage growth, it is no surprise that the University of Michigan consumer confidence index is near an 8-year low. US business confidence has also been hit by high inflation. The NFIB survey of small business sentiment and the Conference Board survey of corporate CEO confidence declined in the latter half of 2021, largely in response to inflationary supply chain disruptions and labor shortages. Nearly one-quarter of NFIB survey respondents cite “inflation” as the single most important problem in operating their businesses. Economic sentiment has clearly taken a hit because of elevated US inflation, even with the US unemployment rate at 3.9% and overall real GDP growth remaining solidly above trend. This suggests that slowing inflation could actually provide a more sustainable boost to the US growth through improved confidence – if the Fed can first successfully engineer a “soft landing” for the economy once it begins hiking rates. The problem the Fed now faces is that the high inflation of the past year is starting to leak into longer-term survey-based measures of inflation expectations. 5-10 year ahead consumer inflation expectations from the University of Michigan survey are now at a 10-year high of 3.1%, while the 10-year-ahead inflation forecast from the Philadelphia Fed’s Survey of Professional Forecasters is at a 23-year high of 2.6% (Chart 4). Market-based inflation expectations like TIPS breakevens have stopped rising, as a more hawkish Fed has boosted real TIPS yields, but remain elevated at levels consistent with the Fed achieving, but not exceeding, it's 2% medium-term inflation target (bottom panel). The combination of a tight US labor market and consumers expecting more inflation raises the risk that the US could enter a wage-price spiral, where workers demand wage increases in response to higher inflation and companies are therefore forced to raise prices to maintain profitability. The conditions for a wage-price spiral seem to now be in place in the US (Chart 5): unemployment is low, wages are accelerating and a growing number of US workers are quitting jobs to find better work. Perhaps most importantly, US consumers are more uncertain about where inflation will be in the future. Chart 4US Inflation Expectations Becoming More Entrenched US Inflation Expectations Becoming More Entrenched US Inflation Expectations Becoming More Entrenched ​​​​​ Chart 5The Start Of A US Wage/Price Spiral? The Start Of A US Wage/Price Spiral? The Start Of A US Wage/Price Spiral? ​​​​​​ The New York Fed Survey of Consumer Expectations asks respondents to place probabilities on certain ranges for future US inflation rates one and three years ahead. The probability-weighted average of those inflation rates is dubbed “inflation uncertainty”, and those have doubled over the past year from 2% to 4% (bottom panel). This means that the survey respondents now see higher inflation outcomes as more probable, which will likely result in increased wage demands to “keep up” with the cost of living. With the US labor market looking tight as a drum, amid extensive shortages of quality workers as reported in business confidence surveys, the odds of wage increases because of higher inflation instead of higher productivity – a.k.a. a wage-price spiral – have shot up significantly. Already, the 5-year-annualized growth rate of US unit labor costs has doubled since the start of the pandemic (Chart 6), evidence that wage increases are not being matched by faster productivity. Given the strong historical correlation between unit labor cost growth and core inflation in the US, the rise in the latter will be more persistent if US workers ask for bigger cost-of-living driven wage increases. Chart 6Rising US Labor Costs Provide A Lasting Boost To US Inflation Rising US Labor Costs Provide A Lasting Boost To US Inflation Rising US Labor Costs Provide A Lasting Boost To US Inflation ​​​​​​ Chart 7 ​​​​​ Former Fed Chair Alan Greenspan famously described “price stability” – the Fed’s stated medium-term goal - as a situation where “… households and businesses need not factor expectations of changes in the average level of prices into their decisions.” This is clearly not the situation in the US today, which is why the Fed has no choice but to move ahead with interest rate increases to begin the road back to price stability. Financial market selloffs may actually assist the Fed in achieving that goal through tighter financial conditions, thereby limiting how much interest rates must increase to cool off above-trend US economic growth. Interest rates must still go up first, though – especially in real terms. Already, investors have adjusted to that reality by lifting their medium-term “real rate expectations”. We proxy the latter by taking the difference between the forward path for nominal US interest rates discounted in the US overnight index swap (OIS) curve and the forward path of US inflation discounted in the US CPI swap curve. Over just the past month, that market-implied forward path for the real fed funds rate has shifted from discounting an average level of around -1% over the next decade to something closer to -0.25% (Chart 7). We anticipate that those real rate expectations will move even higher as the Fed begins to hike rates in March and continues its tightening cycle over the next 1-2 years. This will underpin the move higher in US bond yields that we expect this year, for both government and corporate debt, with the benchmark 10-year Treasury yield reaching a high of 2.25% by year-end. Bottom Line: Market turbulence will not dissuade the Fed from starting to hike rates in March. Longer-term consumer inflation expectations are climbing steadily higher, which is starting to feed into higher wage demands in a very tight labor market. Given the choice of fighting high inflation or supporting asset prices, the Fed will choose the former as tightening financial conditions are not yet an impediment to above-trend US economic growth. Stay below-benchmark on US interest rate exposure, both in terms of duration and country allocation, in global bond portfolios. Canada Update: The BoC Has A Lot Of Work To Do The Bank of Canada (BoC) meets this week and we anticipate that the first rate hike of this tightening cycle will be announced. This will just be the beginning of what will likely be an extended cycle. Canadian monetary conditions are far too accommodative given above-trend growth and accelerating inflation. The BoC places a lot of analytical weight on its Business Outlook Survey when assessing the state of the Canadian economy. The Q4/2021 survey signaled very strong business confidence and robust demand (both domestic and foreign), with a growing majority of firms surveyed planning to increase investment and hiring over the next year (Chart 8). Survey respondents also reported significant capacity constraints, especially in industries that have experienced strong demand during the pandemic, like retail, manufacturing and housing. This is related to global supply chain disruptions, but also to intensifying labor shortages. Chart 8A Bright Outlook For The Canadian Economy A Bright Outlook For The Canadian Economy A Bright Outlook For The Canadian Economy The survey was conducted before the Omicron variant began to spread through Canada, which lead to the reimposition of severe economic restrictions. The number of Canadian COVID cases has peaked, however, and some restrictions have already begun to be lifted in Ontario, Canada’s largest province by population. The economic impact of Omicron will therefore be concentrated in the first couple of months of 2022 and should not derail the hiring and investment plans indicated in the Business Outlook Survey. A reacceleration of Canadian economic growth post-Omicron would magnify high Canadian inflation at a time of intense capacity constraints and tight labor markets. The Canadian unemployment rate fell to 5.9% in December, just 0.2 percentage points above the pre-COVID low seen in February 2020. Headline CPI inflation reached a 31-year high of 4.8% in December 2021, with trimmed CPI inflation (which omits the most volatile components) reaching an 30-year high of 3.7% (Chart 9). The rise in inflation has been broad-based, with large increases seen for both goods inflation (6.8%) and services inflation (3.7%). Like the US, high inflation is becoming more embedded in survey-based inflation expectations. Canadian businesses expect inflation to be 3.2% over the next two years, according to the Business Outlook Survey.1 Canadian consumers expect inflation to be 4.9% over the next year and 3.5% over the next five years, according to the BoC’s Canadian Survey Of Consumer Expectations (Chart 10). The latter had been very stable around 3% since the survey began back in 2014, thus the 0.5 percentage point jump seen in the latest quarterly survey is a highly significant move that suggests the 2021 inflation surge is become more embedded in Canadian consumer psychology. Chart 9The BoC Has An Inflation Problem On Its Hands The BoC Has An Inflation Problem On Its Hands The BoC Has An Inflation Problem On Its Hands ​​​​​​ Chart 10Canadian Consumer Inflation Expectations Are Rising Canadian Consumer Inflation Expectations Are Rising Canadian Consumer Inflation Expectations Are Rising ​​​​​​ The Canadian inflation backdrop has similarities to the US situation described earlier in this report. Like the US, one-year-ahead Canadian consumer inflation expectations are far above wage expectations (only +2%), which suggests that Canadian consumers expect real wages to contract -2.9%. Also like the US, falling real wage expectations are acting as a drag on Canadian consumer confidence (bottom panel). And also like the US, we expect Canadian workers to increase their wage demands to restore real purchasing power, potentially starting a wage-price spiral. Given widespread Canadian labor market shortages, this process has likely already started. According to the BoC Business Outlook Survey, 43% of firms had to boost wages in Q4/2021 because of “cost of living adjustments”, compared to 29% in Q3/2021 (Chart 11). An even larger share of respondents in the Q4 survey (54%) reported having to raise wages to attract and retain workers, up significantly from Q3 and an indication of how Canadian firms are seeing their wage bill go up trying to find quality labor in a tight job market. Chart 11 Given the messages on growth and inflation from its surveys, the BoC has all the evidence it needs to begin the rate hiking process as soon as possible. The bigger question is how high will rates have to go to cool off Canadian economic growth and bring inflation back into the BoC’s 1-3% target range. The BoC’s own internal models estimate that the neutral level of the policy interest rate is between 1.75% and 2.75%. Those estimates were last produced back in April 2021, however, and the range may need to be revised higher to reflect the changes seen in the Canadian economy since then – most notably the greater supply constraints and higher inflation. At a minimum, the BoC will likely have to raise the policy rate to the higher end of its last estimated range for the neutral rate. Current market pricing in the Canadian OIS curve discounts the BoC hiking the policy rate from 0.25% today to 1.6% by the end of 2022 (Chart 12). With eight scheduled BoC policy meetings this year, including this week, the 2022 pricing is realistically achievable. However, only another 50bps of hikes are priced for 2023 and no additional hikes after that. Chart 12Markets Are Underestimating The Likely Cyclical Peak In Canadian Rates Markets Are Underestimating The Likely Cyclical Peak In Canadian Rates Markets Are Underestimating The Likely Cyclical Peak In Canadian Rates Chart 13Stay Underweight Canadian Government Bonds Stay Underweight Canadian Government Bonds Stay Underweight Canadian Government Bonds A peak policy rate around 2% would only be in the lower half of the BoC’s range of neutral rate estimates. It would also represent a very low peak real rate of 0% assuming inflation returns to the midpoint of the BoC target range. It is possible that markets are underestimating how high the BoC will have to lift rates, both in nominal and real terms, because of a fear that rate increases will hurt highly indebted Canadian homeowners and trigger a sharp pullback in house prices. This is a legitimate concern given the stretched housing valuations across most major Canadian cities. However, the BoC is facing the same credibility issue that the Fed and other inflation-targeting central banks are facing in the pandemic era. Canadian inflation is too high and becoming more embedded in inflation expectations. Also like the Fed, the BoC will have to fight the inflation battle now and deal with the collateral damage on financial conditions (and the housing market) later. Importantly, with the Fed also likely to deliver several rate hike in 2022. Thus, the BoC has less need to fear a surge in the Canadian dollar, driven by widening interest rate differentials, that could aggressively tighten financial conditions beyond the impact on asset markets and house prices from higher interest rates (Chart 13). Summing it all up, we maintain our negative strategic outlook on Canadian government bonds as markets are underestimating the tightening that will be required from the BoC over the next 1-2 years. Bottom Line: The Bank of Canada has all the information from its consumer and business surveys to justify hiking rates immediately, particularly with medium-term consumer inflation expectations now above the central bank’s 1-3% target range. Stay underweight Canadian government bonds in global fixed income portfolios, as markets have not yet discounted the likely cyclical peak in policy interest rates.   Robert Robis, CFA Chief Fixed Income Strategist rrobis@bcaresearch.com Footnotes 1      Business inflation expectations calculated as the share of respondents reporting expected inflation within a certain range multiplied by the midpoint of the range. We assume a value of 0.5 for “less than 1” and a value of 3.5 for “greater than 3”. GFIS Model Bond Portfolio Recommended Positioning     Active Duration Contribution: GFIS Recommended Portfolio Vs. Custom Performance Benchmark Image The GFIS Recommended Portfolio Vs. The Custom Benchmark Index Global Fixed Income - Strategic Recommendations* Duration Regional Allocation Spread Product Tactical Overlay Trades

Highlights Our top five “black swan” risks for 2022: Social unrest in China; Russian invasion of all of Ukraine; unilateral Israeli strikes on Iran; a cyber attack that goes kinetic; and a failure of OPEC 2.0. Too early to buy the dip on Russian assets: President Biden says Putin will probably “move in” and re-invade Ukraine, Russian embassy staff have been evacuating Ukraine, the US and UK have been providing more arms to Ukraine, and the US is warning of a semiconductor embargo against Russia. Talks resume in Geneva on Friday. Tactically investors should take some risk off the table, especially if linked to Russia and Europe.  Stay short the Russian ruble and EM Europe; stay short the Chinese renminbi and Taiwanese dollar; stay long cyber security stocks; and be prepared for oil volatility. Convert tactical long equity trades to relative trades: long large caps versus small caps, long defensives versus cyclicals, and long Japanese industrials versus German industrials. Feature Chart 1Recession Probability And Yield Curve Recession Probability And Yield Curve Recession Probability And Yield Curve The 2/10-year yield curve is flattening and now stands at 79 bps, while the implied probability of a recession over the next 12 months troughed at 5.9% in April 2021, and as of December 2021 stood at 7.7% (Chart 1). Apparently stagflation and recession are too high of a probability to constitute a “black swan” risk for this year. Black swans are not only high impact but also low probability. In this year’s annual “Five Black Swan” report, the last of our 2022 outlook series, we concentrate on impactful but unlikely events. These black swans emerge directly from the existing themes and trends in our research – they are not plucked at random. The key regions are highlighted in Map 1. Chart Black Swan #1: Major Social Unrest Erupts In China China’s financial problems are front and center risks for investors this year. They qualify as a “Gray Rhino” rather than “Black Swan” risk.1 It is entirely probable that China’s financial and property sector distress will negatively impact Chinese and global financial markets in 2022. What investors are not expecting is an eruption of social unrest in China that fouls up the twentieth national party congress this fall and calls into question the Communist Party’s official narrative that it is handling the pandemic and the underlying economic transition smoothly. Social unrest is a major risk around the world in the face of the new bout of inflation. Most of the democracies have already changed governments since the pandemic began, recapitalizing their political systems, but major emerging markets – Russia, India, Turkey, Brazil – have not done so. They have seen steep losses of popular support for both political leaders and ruling parties. There is little opinion polling from China and people who are surveyed cannot speak openly. It is possible that the government’s support has risen given its minimization of deaths from the pandemic. But it is also possible that it has not. Beijing’s policies over the past few years have had a negative impact on the country’s business elite and foreign relations. There are disgruntled factions within China, though the current administration has a tight grip over the main organs of power. Since President Xi is trying to clinch his personal rule this fall, sending China down a path of autocracy that proved disastrous under Chairman Mao Zedong, it is possible he will face surprise resistance. China’s economic growth is decelerating, clocking in at a 4.0% quarter-on-quarter growth rate at the end of last year. While authorities are easing policy to secure the recovery, there is a danger of insufficient support. Private sentiment will remain gloomy, as reflected by weak money velocity and a low propensity to spend among both businesses and households (Chart 2). The government will continue to be repressive in the lead up to the political reshuffle. At least for the first half of the year the economy will remain troubled. Structurally China is ripe for social unrest. It suffers from high income inequality and low social mobility, comparable to the US and Brazil, which are both struggling with political upheaval (Chart 3). Chart 2China's Private Sector Still Depressed China's Private Sector Still Depressed China's Private Sector Still Depressed ​​​​​ Chart 3 ​​​​​​ In addition China is keeping a stranglehold over Covid-19. This “Zero Covid” policy minimizes deaths but suppresses economic activity. Strict policy has also left the population with a very low level of natural immunity and the new Omicron variant is even more contagious than other variants. Hence the regime is highly likely to double down to prevent an explosive outbreak. The service side of the economy will continue to suffer if strict lockdowns are maintained, exacerbating household and business financial difficulties (Chart 4). Yet in other countries around the world, government decisions to return to lockdowns have sparked unrest. Chart 4Zero Covid Policy: Not Sustainable Beyond 2022 Zero Covid Policy: Not Sustainable Beyond 2022 Zero Covid Policy: Not Sustainable Beyond 2022 China’s “Misery Index” (unemployment plus inflation) is rising sharply. While misery is ostensibly lower than that of other emerging markets, China’s unemployment data is widely known to be unreliable. If we take a worst-case scenario, looking at youth unemployment and fuel prices, misery is a lot higher (Chart 5). The youth, who are having the hardest time finding jobs, are also the most likely to protest if conditions become intolerable (Chart 6). Of course, if social unrest is limited to students, it will lack support among the wider populace. But it is inflation, not youth activism, that is the reason for China’s authorities to be concerned, as inflation is a generalized problem that affects workers as well as students. Chart 5China's Misery Index Is Higher Than It Looks China's Misery Index Is Higher Than It Looks China's Misery Index Is Higher Than It Looks ​​​​​ Chart 6China's Troubled Youth China's Troubled Youth China's Troubled Youth Why would protesters stick their necks out knowing that the Communist Party will react ferociously to any sign of instability during President Xi Jinping’s political reshuffle? True, mainland Chinese do not have the propensity to political activism that flared up in protests in Hong Kong in recent years. Also the police state will move rapidly to repress any unrest. Yet the entire focus of Xi Jinping’s administration, since 2012, has been the restoration of political legitimacy and prevention of popular discontent. Xi has cracked down on corruption, pollution, housing prices, education prices, and has announced his “Common Prosperity” agenda to placate the low and middle classes.2 The regime has also cracked down on the media, social media, civil society, and ideological dissent to prevent political opposition from taking root. If the government were not concerned about social instability, it would not have been adopting these policies. Disease, often accompanied by famines or riots, has played a role in the downfall of six out of ten dynasties, so Beijing will not be taking risks for granted (Table 1). Table 1Disease And Downfall Of Chinese Dynasties Five Black Swans For 2022 Five Black Swans For 2022 Social instability would have a major impact as it would affect China’s stability and global investor sentiment toward China. Western democracies would penalize China for violations of human rights, leaving China even more isolated. Bottom Line: Investors should stay short the renminbi and neutral Chinese equities. Foreign investors should steer clear of Chinese bonds in the event of US sanctions. After the party congress this fall there will be an opportunity to reassess whether Xi Jinping will “let a hundred flowers bloom,” thus improving the internal and external political and investment environment, but this is not at all clear today. Black Swan #2: Russia Invades All (Not Just Part) Of Ukraine US-Russia relations are on the verge of total collapse and Russian equities have sold off, in line with our bearish recommendations in reports over the past two years. Russia’s threat of re-invading Ukraine is credible. Western nations are still wishy-washy about the counter-threat of economic sanctions, judging by German Chancellor Olaf Scholz’s latest comments, and none are claiming they will go to war to defend Ukraine.3 Russia is looking to remove the threat of Ukraine integrating militarily and economically with the West. The US and UK are providing Ukraine with defense weaponry even as Russia specifically demands that they cease to do so. President Putin may choose short-term economic pain for long-term security gain. The consensus view is that if Russia does invade, it will undertake a limited invasion. But what if Russia invades all of Ukraine? To be clear, a full invasion is unlikely because it would be far more difficult and costly for Russia. It would go against Putin’s strategy of calculated risk and limited conflict. Table 2 compares Russia and Ukraine in size and strength, alongside a comparison of the US and Iraq in 2002. This is not a bad comparison given that Ukraine’s and Iraq’s land area and active military personnel are comparable. Table 2Russia-Ukraine Balance Of Power 2022 Compared To US-Iraq 2002 Five Black Swans For 2022 Five Black Swans For 2022 Russia would be biting off a much bigger challenge than the US did. Ukraine’s prime age population is 2.5 times larger than Iraq’s in 2002, and its military expenditure is three times bigger. The US GDP and military spending were 150 and 250 times bigger than Iraq’s, while Russia’s GDP and military spending are about ten times bigger than Ukraine’s today. Iraq was not vital to American national security, whereas Ukraine is vital to Russia; Russia has more at stake and is willing to take greater risks. But Ukraine is in better shape to resist Russian occupation than Iraq was to resist American. The point is that the US invasion went smoothly at first, then got bogged down in insurgency, and ultimately backfired both in political and geopolitical terms. Russia would be undertaking a massive expense of blood and treasure that seems out of proportion with its goal, which is to neutralize Ukraine’s potential to become a western defense ally and host of “military infrastructure.” However, there are drawbacks to partial invasion. The remainder of the Ukrainian state would be unified and mobilized, capable of integrating with the western world, and willing to support a permanent insurgency against Russian troops in eastern Ukraine. Russia has forces in Belarus, Crimea, and the Black Sea, as well as on Ukraine’s eastern border, giving rise to fears that Russia could attempt a three-pronged invasion of the whole country. In short, it is conceivable that Russian leaders could make the Soviet mistake of overreaching in the military aims, or that a war in eastern Ukraine could inadvertently expand into the west. If Russia tries to conquer all of Ukraine, the global impact will be massive. A war of this size on the European continent for the first time since World War II would shake governments and populations to their bones. The borders with Poland, Romania, the Baltic states, Slovakia, Hungary, Finland and the Black Sea area would become militarized (Map 2). Chart NATO actions to secure its members and fortify their borders would exacerbate tensions with Russia and fan fears of a wider war. Trade flows would become subject to commerce destruction, affecting even neutral nations, including in the Black Sea. Energy supplies would tighten further, sending Russia and probably Europe into recession. The disruption to business and travel across eastern Europe would be deep and lasting, not only due to sanctions but also due to a deep risk-aversion that would affect foreign investors in the former Soviet Union and former Warsaw Pact. Germany would be forced to quit sitting on the fence, as it would be pressured by the US and the rest of Europe to stand shoulder to shoulder in the face of such aggression. Finland and Sweden would be much more likely to join NATO, exacerbating Russia’s security fears. Russia would suffer a drastic loss of trade, resulting in recession, and its currency collapse would feed inflation (Chart 7). Chart 7Inflation Poses Long-Term Threat To Putin Regime Inflation Poses Long-Term Threat To Putin Regime Inflation Poses Long-Term Threat To Putin Regime Ultimately the consequences would be negative for the Putin regime and Russia as a result of recession and international isolation. But in the short run the Russian people would rally around the flag and support a war designed to prevent NATO from stationing missiles on their doorstep. And their isolation would not be total, as they would strengthen ties with China and conduct trade via proxy states in the former Soviet Union. Bottom Line: A full-scale invasion of all of Ukraine is highly unlikely because it would be so costly for Russia in military, economic, and political terms. But the probability is not zero, especially because a partial re-invasion could lead to a larger war. While global investors would react in a moderate risk-off matter to a limited war in eastern Ukraine, a full-scale war would trigger a massive global flight to safety as it would call into question the entire post-WWII peace regime in Europe. Black Swan #3: Israel Attacks Iran The “bull market in Iran tensions” continues as there is not yet a replacement for the 2015 nuclear deal that the US abrogated. Our 2022 forecast that the UAE would get caught in the crossfire was confirmed on January 17 when Iran-backed Houthi rebels expanded their range of operations and struck Abu Dhabi (Map 3). The secret war is escalating and US-led diplomacy is faltering. Chart Iran is not going to give up its nuclear program. North Korea achieved nuclear arms and greater military security and is now developing first and second strike capabilities. Meanwhile Ukraine, which faces another Russian invasion, exemplifies what happens to regimes that give up nuclear arms (as do Libya and Iraq). Iran appears to be choosing the North Korean route. While we cannot rule out a minor agreement between President Biden and Iranian President Ebrahim Raisi, we can rule out a substantial deal that halts Iran’s nuclear and missile progress. Here’s why: Any day now Iran could reach nuclear “breakout capacity,” with enough highly enriched uranium to construct a nuclear device (Table 3).4 Table 3Iran’s Violations Of 2015 Nuclear Deal Since US Exit Five Black Swans For 2022 Five Black Swans For 2022 Within Iran’s government, the foreign policy doves have been humiliated and kicked out of office while the hawks are fully in control. No meaningful agreement can be reached before 2024 because of the risk that the US will change ruling parties again and renege on any promises. Iran is highly incentivized to make rapid progress on its nuclear program now. The US will not be able to lead the P5+1 coalition to force Iran to halt its program because of its ongoing struggles with Russia and China. China is striking long-term cooperation deals with Iran. Israel has a well-established record of taking unilateral action, specifically against regional nuclear programs, known as the “Begin Doctrine.”5 Israel’s threats are credible on this front, although Iran is a much greater operational challenge than Iraq or Syria. Iran’s timeline from nuclear breakout to deliverable nuclear weapon is 12-24 months.6 Iran’s missile program is advanced. Missile programs cannot be monitored as easily as nuclear activity, so foreign powers base the threshold on nuclear capability rather than missile capability. Iran had a strong incentive to move slowly on its nuclear and missile programs in earlier years, to prevent US and Israeli military interference. But as it approaches breakout capacity it has an incentive to accelerate its tempo to a mad dash to achieve nuclear weaponization before the US or Israel can stop it. Now that time may have come. The Biden administration is afraid of higher oil prices and Israeli domestic politics are more divided and risk-averse than before. And yet Iran’s window might close in 2025, as the US could turn aggressive again depending on the outcome of the 2024 election. Hence Iran has an incentive to make its dash now. The US and Israel will restate their red lines against Iranian nuclear weaponization and brandish their military options this year. But the Biden administration will be risk-averse since it does not want to instigate an oil shock in an election year. Israel is more likely than the US to react quickly and forcefully since it is in greatest danger if Iran surprises the world with rapid weaponization. Here are the known constraints on unilateral Israeli military action: Limited Israeli military capability: Israel would have to commit a large number of aircraft, leaving its home front exposed, and even with US “bunker buster” bombs it may not penetrate the underground Fordow nuclear facility.7 Limited Israeli domestic support: The Israeli public is divided on whether to attack Iran. The post-Netanyahu government recently came around to endorsing the US’s attempt to renegotiate the nuclear deal. Limited US support: Washington opposes Israeli unilateralism that could entangle the US into a war. Israel cannot afford to alienate the US, which is its primary security guarantor. Iranian instability: The Iranian regime is under economic distress due to “maximum pressure” sanctions. It is vulnerable to social unrest, not least because of its large youth population. These constraints have been vitiated in various ways, which is why we raise this Israeli unilateralism as a black swan risk: Where there’s a will, there’s a way: If Israel believes its existence will be threatened, it will be willing to take much greater operational risks. It has already shown some ability to set back Iran's centrifuge program beyond the expected.8 Israeli opinion will harden if Iran breaks out: If Iran reaches nuclear breakout or tests a nuclear device, Israeli opinion will harden in favor of military strikes. Prime Minister Naftali Bennett has an incentive to take hawkish actions before he hands the reins of government over to a partner in his ruling coalition as part of a power-sharing agreement. The ruling coalition is so weak that a collapse cannot be ruled out. US opposition could weaken: Biden will have to explore military options if talks fail and Iran reaches nuclear breakout capacity. Once the midterms are over, Israel may have even more freedom to act, while a gridlocked Biden may be looking to shift his focus to foreign policy. Iranian stability: Iran’s social instability has not resulted in massive unrest or regime fracture despite years of western sanctions and a global recession/pandemic. Yet now energy prices are rising and Iran has less reason to believe sanction regimes will be watertight. From Israeli’s point of view, even regime change in Iran would not remove the nuclear threat once nuclear weapons are obtained. Finally, while Israel cannot guarantee that military strikes would successfully cripple Iran’s nuclear program and prevent weaponization, Israel cannot afford not to try. It would be a worse outcome to stand idly by while Iran gets a nuclear weapon than to attack and fail to set that program back. Hence the likeliest outcome over the long run is that Iran pursues a nuclear weapon and Israel attacks to try to stop it, even if that attack is likely to fail (Diagram 1). Diagram 1Game Theory: Will Israel Attack Iran? Five Black Swans For 2022 Five Black Swans For 2022 Bottom Line: A unilateral Israeli strike is unlikely but would have a massive impact, as 21% of global oil and 26% of natural gas flows through the Strait of Hormuz, and conflict could disrupt regional energy production and/or block passage through the strait itself. Black Swan #4: Cyber Attacks Spill Into Real World Investors are very aware of cyber security risks – it holds a respectable though not commanding position in the ranks of likely crisis events (Table 4). Our concern is that a cyber attack could spill over into the real world, impairing critical infrastructure, supply chains, and/or prompting military retaliation. Table 4Cyber Events Underrated In Consensus View Of Global Risks Five Black Swans For 2022 Five Black Swans For 2022 Russian attacks on US critical infrastructure by means of ransomware gangs disrupted a US fuel pipeline, meat-packing plant, and other critical infrastructure in 2021. Since then the two countries have engaged in negotiations over cyber security. The Russian Federal Security Bureau has cracked down on one of the most prominent gangs, REvil, in a sign that the US and Russia are still negotiating despite the showdown over Ukraine.9 Yet a re-invasion of Ukraine would shatter any hope of cooperation in the cyber realm or elsewhere. Russia is already using cyberattacks against Ukraine and these activities could expand to Ukraine’s partners if the military conflict expands. Should the US and EU impose sweeping sanctions that damage Russia’s economy, Russia could retaliate, not only by tightening energy supply but also by cyber attacks. Any NATO partners or allies would be vulnerable, though some states will be more reactive than others. Interference in the French election, for example, would be incendiary. The key question is: if Russia strikes NATO states with damaging cyber attacks, at what point would it trigger Article V, the mutual defense clause? There are no established codes of conduct or red lines in cyber space, so the world will have to learn each nation’s limits via confrontation and retaliation. Similar cyber risks could emerge from other conflicts. China is probably not ready to invade Taiwan but it has an interest in imposing economic costs on the island ahead of this fall’s midterm elections. Taiwan’s critical role in the semiconductor supply chain means that disruptions to production would have a global impact. Israel and the US have already used cyber capabilities to attack Iran and set back its nuclear program. These capabilities will be necessary as Iran approaches breakout capacity. Yet Iran could retaliate in a way that disrupts oil supplies. North Korea began a new cycle of provocations last September, accelerated missile tests over the past four months, and is dissatisfied with the unfinished diplomatic business of the Trump administration. In the wake of the last global crisis, 2010, it staged multiple military attacks against South Korea. South Korea may be vulnerable due to its presidential elections in May. The semiconductor or electronics supply chain could be interrupted here as well as in Taiwan. Bottom Line: There is no code of conduct in cyber space. As geopolitical tensions rise, and nations test the limits of their cyber capabilities, there is potential for critical infrastructure to be impaired. This could exacerbate supply chain kinks or provoke kinetic responses from victim nations. Black Swan #5: OPEC 2.0 Falls Apart The basis of the OPEC 2.0 cartel is Russian cooperation with Saudi Arabia to control oil supply and manage the forward price curve. Backwardation, when short-term prices are higher than long-term, is ideal for these countries since they fear that long-term prices will fall. In a world where Moscow and Riyadh both face competition from US shale producers as well as the green energy revolution, cooperation makes sense. Yet the two sides do not trust each other. Cooperation broke down both in 2014 and 2020, sending oil prices plunging. Falling global demand ignited a scramble for market share. Interestingly, Russian military invasions have signaled peak oil price in 1979, 2008, and 2014. Russia, like other petro-states, has greater room for maneuver when oil revenues are pouring in. But high prices also incentivize production, disincentivize cartel discipline, and trigger reductions in global demand (Chart 8). Chart 8Russian Invasions And Oil Price Crashes Russian Invasions And Oil Price Crashes Russian Invasions And Oil Price Crashes Broadly speaking, Saudi oil production rose modestly during times of Russian military adventures, while overall OPEC production was flat or down, and Russian/Soviet production went up (Chart 9). Chart 9Saudi And OPEC Oil Production During Russian Military Adventures Saudi And OPEC Oil Production During Russian Military Adventures Saudi And OPEC Oil Production During Russian Military Adventures Since 2020, we have held that OPEC 2.0 would continue operating but that the biggest risk would come in the form of a renewed US-Iran nuclear deal that freed up Iranian oil exports. In 2014, the Saudis increased production in the face of the US shale threat as well as the Iranian threat. This scenario is still possible in 2022 but it has become a low-probability outcome. Even aside from the Iran dynamic, there is some probability that Russo-Saudi cooperation breaks down as global growth decelerates and new oil supply comes online. Bottom Line: The world’s inflation expectations are elevated and closely linked to oil prices. Yet oil prices hinge on an uneasy political agreement between Russia and Saudi Arabia that has fallen apart twice before. If Russia invades Ukraine, or if US withdraws sanctions on Iran, for example, then Saudi Arabia could make a bid to expand its market share and trigger price declines in the process. Two Bonus Black Swans: Turkey And Venezuela Turkey lashes out: Our Turkish Political Capital Index shows deterioration for President Recep Erdogan’s political capital across a range of variables (Table 5). With geopolitical pressures increasing, and domestic politics heating up ahead of the 2023 elections, Erdogan’s behavior will become even more erratic. His foreign policy could become aggressive, keeping the lira under pressure and/or weighing on European assets. Table 5Turkey: Erdogan’s Political Capital Wearing Thin Five Black Swans For 2022 Five Black Swans For 2022 Venezuela’s Maduro falls from power: Venezuelan regime changes often follow from military coups. These coups do not only happen when oil prices collapse – sometimes the army officers wait to be sure prices have recovered. Coup-throwers want strong oil revenues to support their new rule. An unexpected change of regimes would affect the oil market due to this country’s giant reserves. Bottom Line: Turkey’s political instability could result in foreign aggression, while Venezuela’s regime could collapse despite the oil price recovery. Investment Takeaways We are booking profits on our tactical long trades on large caps and defensive sectors. We will convert these to relative trades: long large caps over small caps, and long defensives over cyclicals. We also recommend converting our tactical long Japan trade into long Japanese industrials / short German industrials equities. If US-Russia diplomacy averts a war we will reconsider.     Matt Gertken Vice President Geopolitical Strategy mattg@bcaresearch.com   Footnotes 1      “Gray Rhino” is a term coined by author Michele Wucker to describe large and probable risks that people neglect or avoid. For more, see thegrayrhino.com. 2     Xi Jinping recently characterized the “common prosperity” agenda as follows: “China has made it clear that we strive for more visible and substantive progress in the well-rounded development of individuals and the common prosperity of the entire population. We are working hard on all fronts to deliver this goal. The common prosperity we desire is not egalitarianism. To use an analogy, we will first make the pie bigger, and then divide it properly through reasonable institutional arrangements. As a rising tide lifts all boats, everyone will get a fair share from development, and development gains will benefit all our people in a more substantial and equitable way.” See World Economic Forum, “President Xi Jinping’s message to The Davos Agenda in full,” January 17, 2022, weforum.org. 3     Chancellor Scholz, when asked whether Germany would avoid using the Nord Stream II pipeline if Russia re-invaded Ukraine, said, "it is clear that there will be a high cost and that all this will have to be discussed if there is a military intervention against Ukraine.” He was speaking with NATO Secretary-General Jens Stoltenberg. See Hans Von Der Burchard, “Scholz: Germany will discuss Nord Stream 2 penalties if Russia attacks Ukraine,” Politico, January 18, 2022, politico.eu. 4     For the Begin Doctrine, see Meir Y. Soloveichik, “The Miracle of Osirak,” Commentary, April 2021, commentary.org. 5     The estimate of 12-24 months to mount a nuclear warhead on a missile has been cited by various credible sources, including David Albright and Sarah Burkhard, “Highlights of Iran’s Perilous Pursuit of Nuclear Weapons,” Institute for Science and International Security, August 24, 2021, isis-online.org, and Eric Brewer and Nicholas L. Miller, “A Redline for Iran?” Foreign Affairs, December 23, 2021, foreignaffairs.com. 6     See Edieal J. Pinker, Joseph Szmerekovsky, and Vera Tilson, “Technical Note – Managing a Secret Project,” Operations Research, February 5, 2013, pubsonline.informs.org, as well as “What Can Game Theory Tell Us About Iran’s Nuclear Intentions?” Yale Insights, March 17, 2015, insights.som.yale.edu.  7     See Josef Joffe, “Increasingly Isolated, Israel Must Rely On Nuclear Deterrence,” Strategika 35 (September 2016), Hoover Institution, hoover.org. 8     The sabotage of the Iran Centrifuge Assembly Center at the Natanz nuclear facility in July 2020 “set back Iran’s centrifuge program significantly and continues to do so,” according to David Albright, Sarah Burkhard, and John Hannah, “Iran’s Natanz Tunnel Complex: Deeper, Larger Than Expected,” Institute for Science and International Security, January 13, 2022, isis-online.org. For a recent positive case regarding Israel’s capabilities, see Mitchell Bard, “Military Options Against Iran,” Jewish Virtual Library, American-Israeli Cooperative Enterprise, January 2022, jewishvirtuallibrary.org.  9     For the FSB and REvil, see Chris Galford, “Russian FSB arrests members of REvil ransomware gang following attacks on U.S. infrastructure,” Homeland Preparedness News, January 18, 2022, homelandprepnews.com. For the Colonial Pipeline and JBS attacks, and other ransomware attacks, see Jonathan W. Welburn and Quentin E. Hodgson, “How the United States Can Deter Ransomware Attacks,” RAND Blog, August 9, 2021, rand.org. Strategic Themes Open Tactical Positions (0-6 Months) Open Cyclical Recommendations (6-18 Months)

Highlights The bond market assumes that when recent inflation has been high, it will be higher than average for the next ten years. Yet the reality is the exact opposite. High inflation is followed by lower than average inflation. This means that the ex-post real yield delivered by 10-year T-bonds will turn out to be much higher than the negative ex-ante real yield that 10-year Treasury Inflation Protected Securities (TIPS) are now offering. Long-term investors should overweight 10-year T-bonds versus 10-year TIPS. Underweight (or outright short) US TIPS. Underweight commodities, and especially underweight those commodities that have not yet corrected. Fractal trading watchlist: the US dollar, alternative energy, biotech, nickel versus silver, and an update on semiconductors. Feature Chart of the WeekThe Real Yield Turns Out To Be Higher Than Expected The Real Yield Turns Out To Be Higher Than Expected The Real Yield Turns Out To Be Higher Than Expected Real interest rates are negative. Or are they? Given that real interest rates form the foundation of most asset prices, getting this question right is of paramount importance. Over the short term, yes, real interest rates are negative. Policy interest rates in the major developed economies are unlikely to rise quickly from their current near-zero levels. So, they will remain below the rate of inflation. But what about over the longer term, say ten years – are long-term real interest rates truly negative? The Real Bond Yield Is The Mirror Image Of Backward-Looking Inflation The negative US real 10-year bond yield of -0.7 percent comprises the nominal yield of 1.8 percent minus an expected inflation rate of 2.5 percent. This means that the negativity of the real bond yield hinges on the expectation for inflation over the next ten years. Therein lies the big problem. Many people believe that the bond market’s expected 10-year inflation rate is an independent and forward-looking assessment of how inflation will evolve. Yet nothing could be further from the truth. The bond market’s expected inflation is just the result of an algorithm that uses historic inflation. And at that, an extremely short period of historic inflation, just six months.1  The bond market’s expected inflation is just the result of an algorithm that uses historic inflation. Specifically, in the pandemic era, the bond market has derived its expected 10-year inflation rate from the historic six month (annualized) inflation rate, which it assumes will gradually converge to a long-term rate of just below 2 percent during the first four years, then stay there for the remaining six years2 (Figure I-1). We recommend that readers replicate this simple calculation for themselves to shatter any illusion that there is anything forward-looking about the bond market’s inflation expectation! (Chart I-2). Chart I- Chart I-2Expected 10-Year Inflation Is Just Based On The Last 6 Months Of Inflation! Expected 10-Year Inflation Is Just Based On The Last 6 Months Of Inflation! Expected 10-Year Inflation Is Just Based On The Last 6 Months Of Inflation! The upshot is that when the backward-looking six month inflation rate is low, like it was in the depths of the global financial crisis in late 2008 or the pandemic recession in early 2020, the market assumes that the forward-looking ten year inflation rate will be low. And when the backward-looking six-month inflation rate is high, like now or in early-2008, the bond market assumes that the forward-looking ten year inflation rate will be high. In other words, the bond market extrapolates the last six months of inflation into the next ten years. This observation leads to an immediate investment conclusion. The US six-month inflation rate has already peaked. As it cools, it will also cool the expected 10-year inflation rate, thereby putting upward pressure on the mirror image Treasury Inflation Protected Securities (TIPS) real yield. It follows that investors should underweight (or outright short) US 10-year TIPS (Chart I-3). Chart I-3As Inflation Cools, TIPS Will Underperform As Inflation Cools, TIPS Will Underperform As Inflation Cools, TIPS Will Underperform The Real Bond Yield Is Based On A False Expectation There is a more fundamental issue at stake. The market assumes that when recent inflation has been low, it will be lower than average for the next ten years. And when recent inflation has been high, it will be higher than average for the next ten years. Yet the reality is the exact opposite. Low inflation is followed by higher than average inflation, and high inflation is followed by lower than average inflation. The price level is lower than the 2012 expectation of where it would stand in 2022! Another way of putting this is that the market assumes that any breakout of the consumer price index (CPI) will be amplified over the following ten years (Chart I-4). Yet the reality is that any breakout of the price level tends to trend-revert over the following ten years. This means that after the CPI’s decline in late 2008, the market massively underestimated where the price level would be ten years later. But earlier in 2008, when the CPI had surged, the market massively overestimated where the price level would be ten years later. Chart I-4The Market Exaggerates Any Deviations In The CPI Into The Distant Future The Market Exaggerates Any Deviations In The CPI Into The Distant Future The Market Exaggerates Any Deviations In The CPI Into The Distant Future Today in 2022, the price level seems to be uncomfortably high. But the remarkable thing is that it is still lower than the 2012 expectation of where it would stand in 2022! (Chart I-5). Chart I-5The Market Overestimates Where The Price Level Will Stand 10 Years Ahead The Market Overestimates Where The Price Level Will Stand 10 Years Ahead The Market Overestimates Where The Price Level Will Stand 10 Years Ahead The crucial point is that after surges in the price level, realised 10-year inflation turns out to be at least 1 percent lower than the bond market’s expectation (Chart I-6). This means that the ex-post real yield delivered by 10-year T-bonds turns out to be at least 1 percent higher than the ex-ante real yield that 10-year TIPS offered at the start of the ten year period (Chart of the Week). Chart I-6Actual Inflation Turns Out To Be Lower Than Expected Actual Inflation Turns Out To Be Lower Than Expected Actual Inflation Turns Out To Be Lower Than Expected It follows that after the current surge in the price level, the (actual) real yield that will be delivered by 10-year T-bonds over the next ten years will not be the -0.7 percent indicated by the TIPS 10-year real yield. Instead, if history is any guide, it will be at least +0.3 percent. Therefore, in answer to our original question, the real long-term interest rate is almost certainly not negative. Of course, the obvious comeback is that ‘this time is different’. But we really wouldn’t bet the farm on it. Many people thought this time is different during the price level surge in early 2008 as well as the lows in late 2008 and early 2020. But those times were not different. And our bet is that this time isn’t any different either. This means that the real yield on T-bonds will turn out to be much higher than that on TIPS. Long-term investors should overweight T-bonds versus TIPS. Commodities Are Vulnerable A final important observation relates to commodities. Commodity prices have been tightly tracking the 6-month inflation rate, but which way does the causality run in this tight relationship? At first glance, it might seem that the causality runs from commodity prices to the inflation rate. Yet on further consideration, this cannot be right. It is not the commodity price level that drives the overall inflation rate, it is the commodity inflation rate that drives the overall inflation rate. And in the past year, overall inflation has decoupled (upwards) from commodity inflation (Chart I-7 and Chart I-8). Chart I-7Inflation Is Tracking ##br##Commodity Prices... Inflation Is Tracking Commodity Prices... Inflation Is Tracking Commodity Prices... Chart I-8...But Inflation Should Be Tracking Commodity Inflation ...But Inflation Should Be Tracking Commodity Inflation ...But Inflation Should Be Tracking Commodity Inflation Therefore, the causality in the tight relationship between the 6-month inflation rate and commodity prices must run from backward-looking inflation to commodity prices. And the likely explanation is that investors are bidding up commodity prices as a hedge against the backward-looking inflation which they are incorrectly extrapolating into the future. Low inflation is followed by higher than average inflation, and high inflation is followed by lower than average inflation. It follows that as 6-month inflation cools, so will commodity prices. The investment conclusion is to underweight commodities, and especially to underweight those commodities that have not yet corrected. Fractal Trading Watchlist This week’s observations relate to the US dollar, alternative energy, biotech, nickel versus silver, and an update on semiconductors. The US dollar reached a point of fragility in early December, from which it experienced a classic short-term countertrend sell-off. As such, the countertrend sell-off is mostly done. Alternative energy versus old energy is approaching a major buying point. Biotech versus the market is very close to a major buying point. Nickel versus silver is very close to a major selling point. Semiconductors versus technology was on our sell watchlist last week, and has now hit its point of maximum fragility (Chart I-9). Therefore, the recommended trade is to short semiconductors versus broad technology, setting a profit target and symmetrical stop-loss at 6 percent. Chart 9Semiconductors Are Due A Reversal Semiconductors Are Due A Reversal Semiconductors Are Due A Reversal Fractal Trading Watchlist Fractal Trading Watchlist Fractal Trading Watchlist Fractal Trading Watchlist Fractal Trading Watchlist Fractal Trading Watchlist Fractal Trading Watchlist Fractal Trading Watchlist Fractal Trading Watchlist Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Footnotes 1 The expected 10-year inflation rate = (deviation of 6-month annualized inflation from 1.6)*0.2 + 1.6. 2 Inflation is based on the PCE deflator. Fractal Trading System Fractal Trades Image 6-Month Recommendations Structural Recommendations Closed Fractal Trades Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields - ##br##Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Chart II-2Indicators To Watch - Bond Yields - ##br##Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Chart II-3Indicators To Watch - Bond Yields - ##br##Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Chart II-4Indicators To Watch - Bond Yields - ##br##Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations  

Highlights On US inflation and the Fed: If the Fed adheres to its mandate, it has no choice but to hike rates until core inflation drops toward 2% (from its current level above 4%). Yet, share prices will sell off before inflation converges toward the Fed’s target. On US TIPS yields: Rising TIPS yields will depress share prices in the richly valued equity markets like the US, support the greenback, and curtail portfolio flows into EM for a period of time. On China: Despite stimulus, China’s business cycle will continue disappointing over the near-term. Besides, a bottom in money/credit indicators does not always herald an imminent and sustainable equity rally. On financial market divergences: Major selloffs evolve in phases resembling domino effect-like patterns. In contrast, corrections are abrupt, and the majority of markets drop concurrently. Hence, the nature of current market dynamics is more consistent with a major selloff than a short-term correction. On regional allocation within a global equity portfolio: Overweight the euro area and Japan, underweight the US and EM. Feature Ms. Mea is a long-time BCA client and an avid follower of the Emerging Markets Strategy (EMS) service. Since 2017, I have been meeting with her twice a year to exchange thoughts on the global macro environment, to discuss the nuances of our views and to elaborate on investment strategy. We always publish our conversations for the benefit of all EMS clients. This virtual meeting took place earlier this week. Chart 1A Technical Breakout Is In US Bond Yields A Technical Breakout Is In US Bond Yields A Technical Breakout Is In US Bond Yields Ms. Mea: It has been two years since we last met in person. I did not imagine that world travel would stay so depressed for so long when the pandemic began two years ago. I have also been surprised by the recent behavior of financial markets. There have been divergences that I cannot reconcile, such as the woes in China’s real estate sector and resilient commodity prices, the diverging performance of the S&P 500, US small caps and a significant portion of NASDAQ-listed stocks. I will ask you about these later. But let’s start with your main macro themes. Since early last year, you have been advocating two macro themes: (1) China’s slowdown; and (2) rising and non-transitory US inflation. They were controversial a year ago but have now become widely accepted in the investment community. Financial markets have moved a great deal to reflect these macro themes. Don’t you think financial markets have already fully priced in these macro trends? Answer: You are right that these narratives have become well known and financial markets have been moving to price in these developments. However, our bias is that these themes are not yet fully priced in and these macro forces will continue to impact financial markets over the near term. Let’s first discuss US inflation and interest rate moves. Chart 1 illustrates that US government bond yields have broken above major resistance levels. Such a breakout technically entails higher yields. Odds are that US long-term bond yields will move up by another 50 basis points in the months ahead before they pause or reverse. The fundamental justification for higher US bond yields is as follows: The inflation genie is out of the bottle in the US. If the Fed adheres to its inflation mandate, it has no choice but to hike rates until core inflation drops toward 2%. In December, trimmed-mean CPI and median CPI printed 4.8% and 3.8% respectively, well above the Fed’s preferred range of 2-2.25% for core inflation (Chart 2). Critically, these inflation measures are not impacted by volatile components. These measures strip out outliers like used and new car prices, auto parts, as well as energy and food. The core CPI and PCE inflation measures will drop this year but super core inflation will remain north of 3%, well above the Fed’s preferred range. Importantly, a wage inflation spiral is already underway in the US. Employees have experienced substantial negative wage growth in real terms in the past 12 months. Labor shortages are prevalent, and the employee quit rate is very high. Employees are demanding very high wage growth and employers will have little choice but to meet these demands (Chart 3). Chart 2US Super Core Inflation Suggests Broad-Based Inflationary Pressures US Super Core Inflation Suggests Broad=Based Inflationary Pressures US Super Core Inflation Suggests Broad=Based Inflationary Pressures Chart 3US Wages Will Be Accelerating US Wages Will Be Accelerating US Wages Will Be Accelerating Chart 4Rising TIPS Yields = Equity Multiples Comparison Rising TIPS Yields = Equity Multiples Comparison Rising TIPS Yields = Equity Multiples Comparison As a result, the only way to bring down core inflation toward its preferred target range is for the Fed to slow the economy down and curb employment and wage gains. Yet before core inflation converges to the Fed’s target, risk assets will sell off first. Practically, the Fed will talk hawkish and hike until something breaks. The breaking point will be a major selloff in US share prices. US equities have been priced to perfection on the assumption that US interest rates will remain low for many years. As interest rate expectations rise further, US equity multiples are under pressure (Chart 4). Ms. Mea: The recent rise in US bond yields has been largely driven by the real component (TIPS yields), not inflation breakevens. That would usually imply improving US growth prospects. Yet US stocks have corrected as TIPS yields rose. How do you explain this and what should investors expect going forward? Answer: Indeed, the latest rise in US bonds yields is primarily driven by increasing TIPS yields, not inflation breakevens (Chart 5) TIPS yields have not been driven by economic growth expectations in the past couple of years. TIPS yields are breaking out and more upside is likely for reasons unrelated to US economic growth: The Fed’s rhetoric and guidance. TIPS yields typically move with 5-year/5-year forward yields, i.e., expectations for US interest rates in the long run (Chart 6). One of reasons why forward interest rates and TIPS yields have been low is the Fed’s commitment to keep interest rates extremely depressed for so long. As the Fed’s rhetoric has recently changed, so are interest rate expectations and TIPS yields. Given that core inflation will not drop to the Fed’s target range any time soon, the Fed will likely escalate its hawkish rhetoric. Hence, TIPS yields will keep rising, until something breaks. Chart 5US Tips Yields Have Broken Out After A Base Formation US Tips Yields Have Broken Out After A Base Formation US Tips Yields Have Broken Out After A Base Formation Chart 6US TIPS Yields More With Long-Term Interest Rate Expectations US TIPS Yields More With Long-Term Interest Rate Expectations US TIPS Yields More With Long-Term Interest Rate Expectations TIPS demand/supply and momentum. The TIPS market is relatively small, and it has been rigged by the Fed in the past two years or so. As a part of its QE program, the Fed has been buying a large share of TIPS, and it now owns 22% of this market. As a result, TIPS yields have fallen irrespective of economic growth dynamics. As the QE program ends, the Fed will stop purchasing TIPS. There has also been a rush into TIPS by institutional investors. In a quest for inflation protection when the Fed was complacent about inflation, investors have been opting for TIPS. This has also depressed TIPS yields. As the US central bank sounds more hawkish, investors’ demand for inflation protection will likely diminish. In addition, TIPS prices have recently plunged dramatically. Large losses could prompt further liquidation by investors pushing TIPS yields much higher. All of the above and the fact that TIPS yields remain negative suggest that they will continue rising in the coming months. Chart 7Rising TIPS Yields Warrant A Stronger US Dollar Rising TIPS Yields Warrant A Stronger US Dollar Rising TIPS Yields Warrant A Stronger US Dollar Ms. Mea: Your point that TIPS yields will continue rising in the months ahead irrespective of US inflation and growth dynamics is interesting. So, what are the implications of rising US bond yields, especially TIPS yields, on various financial markets? Answer: Falling/low TIPS yields have benefited long duration plays like US stocks, and especially US growth stocks. Declining TIPS yields were a drag on the US dollar (Chart 7). Finally, they also prompted portfolio capital flows to EM. Consistently, rising TIPS yields will depress share prices in the richly valued equity markets like the US (Chart 4, above) support the greenback, and curtail portfolio flows into EM for a period of time. Ms. Mea: But aren’t US share prices positively correlated with US interest rates? Answer: Not always. Chart 8 illustrates that the correlation between the S&P 500 and US Treasury yields varied over time. Prior to the mid-1960s, it was positive. From 1966 until 1997, US equity prices were negatively correlated with US Treasury yields. Since 1997, US share prices have been positively correlated with US government bond yields (Chart 8, top panel). Chart 8US Stock-Bond Correlation: A Paradigm Shift In 2022? US Stock-Bond Correlation: A Paradigm Shift In 2022? US Stock-Bond Correlation: A Paradigm Shift In 2022? Chart 9Early 2020s = Late 1960s? Early 2020s = Late 1960s? Early 2020s = Late 1960s? We believe US markets are now undergoing a major paradigm shift in the stock prices-bond yields correlation. The latter is about to turn negative like it did in the second half of the 1960s. In the mid-1960s, the reason why the stock-to-bond yields correlation turned negative was because US core inflation surged well above 2% in 1966 (Chart 8, bottom panel). This marked a paradigm shift in the relationship between equity prices and US Treasury yields. The same is happening now. As we wrote a year ago in our Special Report titled A Paradigm Shift In The Stock-Bond Relationship, the proper roadmap for the US stock-to-bond correlation is not the last 10 or 20 years, but the second half of the 1960s. After US core CPI surged substantially above 2%, the S&P 500 became negatively correlated with US Treasury yields (Chart 9). Ms. Mea: Let’s now turn to emerging markets. How will EM financial markets perform amid rising US bonds yields? Also, which US yields matter most for EM financial markets, US Treasury yields or TIPS? Answer: Neither US Treasury yields nor TIPS yields have a stable correlation with EM stock prices. Correlations between US nominal bond yields, EM currencies and EM domestic bond yields vary over time. However, US TIPS yields exhibit a reasonably strong positive correlation with mainstream EM local bond yields and the US dollar's exchange rate versus EM currencies (Chart 10). Mainstream EM includes 16 markets but excludes China, Korea and Taiwan. Hence, as US TIPS yields move up, it is reasonable to expect the US dollar to strengthen against mainstream EM currencies and their local bond yields to rise (Chart 10). Currency depreciation and rising domestic bond yields will prove to be toxic for the share prices of these mainstream emerging markets. To sum up, rising US TIPS yields will jeopardize the performance of EM equities, currencies, local rates and credit markets. Ms. Mea: Aren’t many EMs better prepared for rising US nominal/real yields than they were in 2013? Answer: Yes, they are: many EM countries that were running large current account deficits in 2013 now have current account surpluses or small deficits (Chart 11, top panel). Besides, mainstream EMs ramped up their foreign currency debt in the years preceding 2013 while their foreign debt has changed little in the past 6-7 years (Chart 11, bottom panel). Chart 10Rising TIPS Yields Are A Risk To EM Domestic Bonds Rising TIPS Yields Are A Risk To EM Domestic Bonds Rising TIPS Yields Are A Risk To EM Domestic Bonds Chart 11Mainstream EM: Less Vulnerable To The Fed Now Than in 2013 Mainstream EM: Less Vulnerable To The Fed Now Than in 2013 Mainstream EM: Less Vulnerable To The Fed Now Than in 2013 Table 1Current Account Balances In Individual EM Countries Conversation With Ms. Mea: US Inflation Redux, TIPS And Implications For EM Conversation With Ms. Mea: US Inflation Redux, TIPS And Implications For EM Table 1 illustrates the current account balance in individual developing countries. Further, the share of foreign investor holdings in EM local currency bonds has declined a great deal in the past 2 years (Table 2). Finally, many mainstream EM central banks have hiked rates aggressively and their local bond yields have already risen considerably in the past 12 months. These also provide some protection against fixed-income portfolio capital outflows. All in all, vulnerability from foreign portfolio capital outflows in EM is much lower than it was in 2013. Nevertheless, EM financial markets will not remain unscathed if US rates march higher, the US dollar rallies and US stocks wobble. Based on the parameters displayed in Tables 1 and 2, the most vulnerable countries among mainstream EMs are Peru, Colombia, Chile and Egypt. Table 2Foreign Ownership Of Domestic Bonds: January 2022 Versus October 2019 Conversation With Ms. Mea: US Inflation Redux, TIPS And Implications For EM Conversation With Ms. Mea: US Inflation Redux, TIPS And Implications For EM Chart 12China"s Construction Cycle In Perspective China"s Construction Cycle In Perspective China"s Construction Cycle In Perspective Ms. Mea: Let’s now move to your second theme - China’s slowdown. This is well known and arguably priced in financial markets. Importantly, policymakers have been ratcheting up stimulus. Don’t you think now is the time to upgrade the stance on Chinese stocks and China-related plays? Answer: Despite the new round of stimulus, China’s business cycle will continue disappointing over the near-term. As we wrote in last week’s report titled Chinese Equities: Valuations and Profits, Chinese corporate earnings are set to contract in the next 6 months. This means that the risk-reward profile of Chinese stocks in absolute terms is not yet attractive. Importantly, even though property market woes are well known and housing sales and starts have collapsed, housing construction activity has remained resilient (Chart 12). The bottom panel of Chart 12 demonstrates rising completions, which is one of reasons why raw materials prices have been resilient. However, new funding for property developers has dried up and they will be forced to scale back completions/construction activity. Historically, EM non-TMT share prices lagged the turning points in China’s money/credit impulses by several months (Chart 13). Even though the money/credit cycle is now bottoming, a buying opportunity in stocks will likely transpire in a few months. In brief, a tentative bottom in money/credit indicators does not always herald an imminent and sustainable equity rally. Chart 13China"s Credit Cycle And EM Non-TMT Stocks China"s Credit Cycle And EM Non-TMT Stocks China"s Credit Cycle And EM Non-TMT Stocks Ms. Mea: Another topic I wanted to discuss today is divergences in global financial markets. Some equity markets have already fallen significantly, while the S&P 500 index as well as a couple of individual EM equity bourses (India, Taiwan and Mexico) have been firm. There have been massive divergences within the US equity market in general and the NASDAQ index in particular. Besides, EM high-yield corporate spreads have widened but EM investment grade corporate spreads remain tight. Finally, commodity prices have remained firm despite both China’s slowdown and US dollar strength. How should investors interpret these divergences? Answer: Such divergences in financial markets often occur during major selloffs. Notable financial market downturns evolve in phases resembling domino effect-like patterns, where some markets lead while others lag. In contrast, corrections are abrupt, and the majority of markets drop concurrently. For example, the EM crises in 1997-98 did not occur simultaneously across all EM countries. It began in July 1997 with Thailand, then spread to Korea, Malaysia and Indonesia, and finally to the rest of Asia. By August 1998, Russian financial markets had collapsed, triggering the Long-Term Capital Management (LTCM) debacle. The last leg of the crisis appeared in Brazil and culminated in the real's devaluation in January 1999. Chart 14Domino Effect In 2007-08 Domino Effect In 2007-08 Domino Effect In 2007-08 Similarly, the US financial/credit crisis in 2007-08 commenced with the selloff in sub-prime securities in March 2007. Corporate spreads began widening, and bank share prices rolled over in June 2007. Next, the S&P 500 and EM stocks peaked in October 2007 (Chart 14). Despite these developments, commodity prices and EM currencies continued to rally until the summer of 2008 when they finally collapsed in the second half of that year (Chart 14, bottom panel). There was a domino effect in financial markets in both the 2015 and 2018 turbulences. Initially, the selloffs started in the weakest links while other parts were holding up. Then, the selloff spread to all without exception. For example, in 2018, US share prices and high-yield credit spreads were doing quite well until October 2018. Then, a broad-based selloff transpired in the fourth quarter of 2018.  Just as chains break at their weakest links, financial market selloffs begin in the most susceptible sectors. Overpriced US stocks with little or no profits and currencies with zero or negative interest rates have been most vulnerable to rising US interest rates. That is why these segments have sold off first in response to rising US nominal and real rates. Our hunch is that the selloff in global markets due to rising US interest rates will broaden in the coming months. This does not mean that global stocks on the verge of a major bear market, but a double-digit drop in global share prices is likely. The last asset class standing will be commodity prices. These will likely be the last affected by rising US interest rates because many investors buy commodities as an inflation hedge. Besides, oil prices have also been supported by the geopolitical tensions around Ukraine and Iran. It might take investor concerns about the US economy and a slowdown in global manufacturing to trigger a relapse in commodity prices. Chart 15Rising TIPS Yields = European Equities Outperforming US Ones Rising TIPS Yields = European Equities Outperforming US Ones Rising TIPS Yields = European Equities Outperforming US Ones Ms. Mea: What investment strategy do you recommend in the coming months? Answer: As US interest rates continue rising and China’s recovery fails to transpire immediately, EM financial markets remain at risk. Therefore, we recommend a defensive stance for absolute return investors in EM equity and fixed income. We are also continuing to short a basket of EM currencies versus the US dollar. As for global equity regional allocation, the outlook for EM performance is less certain than it was in the past 12 months. Clearly, rising US/DM interest rates herald US equity underperformance versus other DM markets, like the euro area and Japan (Chart 15). The basis is that non-US equities are not as expensive as US ones and, hence, are less vulnerable to rising interest rates. Chart 16EM Relative Equity Performance Is Correlated With The USD, Not US Bond Yields EM Relative Equity Performance Is Correlated With The USD, Not US Bond Yields EM Relative Equity Performance Is Correlated With The USD, Not US Bond Yields Whether EM outperforms or not is mainly contingent on the US dollar, rather than US bond yields. The top panel of Chart 16 demonstrates that EM relative equity performance against DM has a low correlation with US bond yields. Yet, EM equities will underperform their DM peers if the USD strengthens (the greenback is shown inverted on the bottom panel of Chart 16). However, if the greenback depreciates, EM will certainly outperform the US in both equity and the fixed income space. Putting it all together, asset allocators should overweight the euro area and Japan, and underweight the US and EM in a global equity portfolio. Ms. Mea: What about EM local bonds and EM credit markets? Answer: EM credit spreads will widen, and EM local yields will not drop as US bond yields head higher and EM exchange rates depreciate. We continue to recommend investors underweight EM credit versus US corporate credit, quality adjusted. As for local rates, we largely remain on the sidelines of this asset class. Our current recommendations are as follows: receiving 10-year rates in China and Malaysia, paying Czech 10-year rates and betting on 10/1-year yield curve inversions in Mexico and Russia. For a detailed list of our country recommendations for equities, credit, domestic bonds and currencies, please refer to Open Position Tables below. Arthur Budaghyan Chief Emerging Markets Strategist arthurb@bcaresearch.com Image Image

Highlights Data from the UK revealed it is tantalizingly close to declaring COVID-19 an endemic virus, indicating Britain likely will exit the pandemic ahead of other states soon. The UK is a bellwether market regarding its public-health response to the coronavirus. Some 95% of its population is estimated to carry COVID-19 antibodies (Chart of the Week). Other states – e.g., the US, the EU – have followed the UK with a lag, which we expect will continue. While the Fed's reassurance it will be able to hike rates without disrupting labor markets no doubt encourages markets – and boosted commodity prices – we believe the return to economic normalcy that would be ushed in by endemicity will release pent-up consumer demand for goods and services. This will spur commodity demand. If COVID-19 becomes endemic in enough economies globally, it also would fuel inflation, and inflation expectations.1 Given the tight supplies of industrial commodities – chiefly oil, natural gas and base metals – our assessment of upside price risk is higher now than it was at year-end 2021. We remain long broad-based commodity exposure via the COMT ETF, the PICK ETF, and the S&P GSCI index. Feature Fed Chair Powell's confidence that the US central bank will raise rates and keep inflation under control without destabilizing labor markets stole the show earlier this week. The media credited Powell's remarks for the burst of enthusiasm that lifted commodities as an asset class higher. While none would gainsay the Fed's importance to commodity markets, we would point out the approaching endemicity of COVID-19 in the UK – and the likely follow-on from the US and other large commodity-consuming states – is of equal, if not greater, moment. The UK has been out in front on its public-health response to the COVID-19 pandemic and has become a bellwether in the northern hemisphere; the US will follow. Chart 1 This week, the UK's Office for National Statistics (ONS) reported ~ 95% of England's population tested positive for antibodies to COVID-19 via infection or vaccination in the week beginning 29 November 2021. Similar results were reported for Scotland, Wales and Northern Ireland. This is generally observed in all age cohorts tracked by ONS.2 According to David Heymann of the London School of Hygiene and Tropical Medicine, "population immunity seems to be keeping the virus and its variants at bay, not causing serious illness or death in countries where population immunity is high."3 In a briefing hosted by Chatham House this week, Heymann observed, “And probably, in the UK, it’s the closest to any country of being out of the pandemic if it isn’t already out of the pandemic and having the disease as endemic as the other four coronaviruses” currently in circulation, which are responsible for roughly a quarter of common colds.4 Based on UK government data, the ratios of hospitalizations and deaths to COVID-19 cases has been falling precipitously (Chart 2). This is encouraging, given the sharp increase in cases driven by the rapid spread of the omicron mutant, which appears to be rolling over. Medical experts in the UK suggest the data also point to a possible peaking in the omicron surge. This would lighten the load on hospitals, as well as reduce death rates attributed to the coronavirus (Chart 3).5 Chart 2 Chart 3 Return To Normal? Nothing will return commodity markets to economic normalcy faster than endemicity. If this stays on track over the next month or so, it will spur commodity demand sooner rather than later, as pent-up consumer demand for goods and services is discounted by trading markets. If, as the data appear to indicate, the UK's transition from pandemic to endemic COVID-19 is followed by other states like the US and EU a few months later, we would expect a renewed leg up in the post-pandemic commodities rally. This would be apparent in futures contracts, which already are pricing commodity deliveries a month or more hence. Such a turn of events would force us to accelerate our time table for oil-demand recovery, which we expect will come in 2H22. This could restore our $80/bbl forecast for 2022, and lift our 2023 expectation. We also would have to revisit our copper and base metals view, and bring forward the timing of the copper-price rally we expect will lift COMEX refined copper to $4.80/lb and $6.00/bbl in 2022 and 2023, respectively, on average.6 These industrial commodities would see demand increase amid extremely tight supply conditions. Oil markets are tightening on the back of OPEC 2.0's production discipline, and the inability of many member states to fully restore the 400k b/d every month it signed on for beginning in August of last year, owning to production shortfalls outside the core producers of the coalition (Chart 4). Copper, the base-metals bellwether, remains very tight, as seen in balances (Chart 5) and inventories (Chart 6). Chart 4OPEC 2.0s Strategy Works OPEC 2.0s Strategy Works OPEC 2.0s Strategy Works Chart 5Coppers Physical Deficits Will Persist... Coppers Physical Deficits Will Persist... Coppers Physical Deficits Will Persist... Chart 6Globally, Exchange Warehouses Tighten Globally, Exchange Warehouses Tighten Globally, Exchange Warehouses Tighten China's zero-COVID-19 policy, which has resulted in numerous lock-downs at the local level, has yet to dent oil demand, which, for the time being, is hovering ~ 16mm b/d. We will be updating our oil balances and price forecasts next week, and will have a more extensive analysis of supply-demand balances then. Return Of Speculative Interest Expected With Endemicity Hedge funds have been reducing their exposure to the industrial commodities over the past year, which suggests they either have better alternatives for investing, or did not believe the rallies in commodities over the past year were durable, given the repeated demand shocks visited upon these markets by COVID-19 (Chart 7). We expect that once the pandemic becomes endemic, hedge funds will return to these markets. All the same, given the higher likelihood of price rallies in these markets, we would expect hedge funds to be cited as a cause of higher prices, as typically happens when markets take a sharp leg higher. Regular readers of our research are aware that this generally is not the case – hedge funds follow the news; they don't lead it. This past week we revisited earlier research to see if hedge-fund involvement in commodity markets causes the prices to go up or down to any meaningful degree. And, again, we found no relationship between hedge-fund positioning and the level of commodity prices.7 Chart 7 The presumed influence of hedge funds has been a persistent feature of futures markets in the post-GFC world, following the collapse of commodity prices along with financial markets in 2008. An entire literature has sprung up to explore the influence of these funds on commodity price formation. Below we highlight a few representative articles consistent with our results. Büyüksahin and Harris (2011) show hedge funds and other speculators follow prices – they do not lead them – based on the Granger-causality testing they performed on oil prices and speculative positioning.8 Brunetti et al (2016) argue hedge funds' trading stabilizes markets – i.e., they provide a bid when markets are selling off and an offer when markets are well bid – while swap-dealer trading is uncorrelated with price volatility.9 Knittel and Pindyck (2016) found speculation has reduced volatility in prices since 2004, including during the 2007-08 price run-up.10 Using a straightforward supply-demand-inventory model, they examined cash and storage markets to determine whether speculation had any effect on them or on convenience yields based on cash-vs-futures spreads. They concluded: "We found that although we cannot rule out that speculation had any effect on oil prices, we can indeed rule out speculation as an explanation for the sharp changes in prices beginning in 2004. Unless one believes that the price elasticities of both oil supply and demand are close to zero, the behavior of inventories and futures-spot spreads are simply inconsistent with the view that speculation has been a significant driver of spot prices. If anything, speculation had a slight stabilizing effect on prices." Investment Implications Assuming the UK remains a bellwether for DM economies with reasonably effective vaccine programs, or which have experienced an omicron surge, markets could be close to exiting the COVID-19 pandemic and entering a phase in which the coronavirus is endemic. This would be bullish for demand. And given the extended tightness on the supply side for industrial commodities in particular, it could presage another leg up in prices as economic normalcy returns. We continue to favor broad-based commodity exposure via the COMT ETF, the PICK ETF, and the S&P GSCI index.   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 US LNG baseload and peak liquification capacity is expected to rise ~ 13% this year to 11.4 Bcf/d and 13.8 Bcf/d (on a December-to-December basis), based on the EIA's latest estimates. The agency's forecast for LNG exports is up 17.3% to 11.5 Bcf/d this year, and 12.1 Bcf/d in 2023. With these increases in baseload and peak export capacity, the US is set to become the largest exporter of LNG in the world this year, in the EIA's estimation. This will be integral to US foreign policy, particularly in markets where the US competes with Russia for export sales, in our estimation. Within North America, US pipeline gas exports to Mexico and Canada are expected to average just under 9 Bcf/d this year, a 5% increase vs. 2021, and 9.2 Bcf/d in 2023. Base Metals: Bullish In China, seasonally low production, as stainless-steel firms undergo maintenance, and the upcoming Winter Olympics in February are keeping steel production subdued. To compound this supply shortage, tight raw material markets, particularly that of iron ore and nickel are buoying steel prices. Heavy rainfall in southern-eastern Brazil is curtailing iron ore production in the region. After Australia, Brazil is the second largest iron ore exporter to China. Nickel prices hit a 10-year high on Tuesday on the back of falling inventories. An LME outage also precipitated the price rise. Dwindling inventories point to increasing demand for the metal as electric vehicle companies ramp-up production and sales this year, particularly in China, where the government stated it will remove EV subsidies by the end of 2022. According to The China Passenger Car Association, EV sales in the country will double to 6 million this year. Precious Metals: Bullish Based on the December FOMC minutes, the markets are now pricing in a more hawkish tilt from the Fed, and expect an initial rate hike by March. The Fed may also shrink its balance sheet soon after the initial rate hike, in line with its expectation the U.S. economy will recover faster this time around. While higher nominal interest rates and tighter monetary policy will increase the opportunity cost of holding gold (Chart 8), the commodity-driven inflation we expect this year – especially if COVID-19 becomes endemic across major economies – will buoy demand for the yellow metal as an inflation hedge. An endemic virus this year will also boost physical gold demand from China and India. Chart 8       Footnotes 1     Please see More Commodity-Led Inflation On The Way, which we published on 9 December 2021. 2     Please see Coronavirus (COVID-19) latest insights: Antibodies, published by the ONS on December 23, 2021. 3    Please see Covid-19: UK ‘closest of any country in northern hemisphere to exiting pandemic’, published on January 11, 2022 by msn.com. 4    Please see What four coronaviruses from history can tell us about covid-19, published by newscientist.com on April 29, 2020. 5    Please see Omicron may be headed for a rapid drop in US and Britain, published by msn.com on January 11, 2022 published by msn.com. 6    Please see 2022 Key Views: Past As Prelude For Commodities, which we published on December 16, 2021. 7     We ran cointegrating regressions – using DOLS and ARDL models – to check for any equilibrium between prices and hedge fund positioning and found none. We looked at the post-GFC period from 2010 to now, since this is the data the US Commodity Futures Trading Commission (CFTC) provides for hedge funds and tested whether hedge-fund positions (in the form of open interest) explained prices vs. the alternative (i.e., prices explain hedge-fund positioning). We again found prices explain position (and not vice versa) for crude oil, natural gas, copper and gold. 8    Please see Büyüksahin, Bahattin and Jeffrey H. Harris (2011),"Do Speculators Drive Crude Oil Futures Prices?" The Energy Journal, 32:2, pp. 167-202. This paper used unique data sets provided by the CFTC. 9    Please see Brunetti, Celso, Bahattin Büyüksahin, and Jeffrey H. Harris (2016), "Speculators, Prices, and Market Volatility," Journal of Financial and Quantitative Analysis, 51:5, pp. 1545-74. 10   Please see Knittel, Christopher R. and Robert S. Pindyck (2016), "The Simple Economics of Commodity Price Speculation," American Economic Journal: Macroeconomics 8:2, pp. 85–110. Investment Views and Themes Strategic Recommendations Trades Closed In 2021 Image

Highlights Global equities are poised to deliver mid-to-high single-digit returns this year, with the outlook turning bleaker in 2023 and beyond. Non-US markets are likely to outperform. We examine the four pillars that have historically underpinned stock market performance. Pillar 1: Technically, the outlook for equities is modestly bullish, as investor sentiment is nowhere near as optimistic as it usually gets near market tops. Pillar 2: The outlook for economic growth and corporate earnings is modestly bullish as well. While global growth is slowing, it will remain solidly above trend in 2022. Pillar 3: Monetary and financial conditions are neutral. The Fed and a number of other central banks are set to raise rates and begin unwinding asset purchases this year. However, monetary policy will remain highly accommodative well into 2023. Pillar 4: Valuations are bearish in the US and neutral elsewhere. Investors should avoid tech stocks in 2022, focusing instead on banks and deep cyclicals, which are more attractively priced. The Bedrock For Equities In assessing the outlook for the stock market, our research has focused on four pillars: 1) Sentiment and other technical factors, which are most pertinent for stocks over short-term horizons of about three months; 2) cyclical fluctuations in economic growth and corporate earnings, which tend to dictate the path for stocks over medium-term horizons of about 12 months; 3) monetary and financial conditions, which are also most relevant over medium-term horizons; and finally 4) valuations, which tend to drive stocks over the long run. In this report, we examine all four pillars, concluding that global equities are likely to deliver mid-to-high single-digit returns this year, with the outlook turning bleaker in 2023 and beyond. Pillar 1: Sentiment And Other Technical Factors (Modestly Bullish)   Chart 1US Equities: Breadth Is A Concern US Equities: Breadth Is A Concern US Equities: Breadth Is A Concern Scaling The Wall Of Worry Stocks started the year on a high note, before tumbling on Wednesday following the release of the Fed minutes. Market breadth going into the year was quite poor. Even as the S&P 500 hit a record high on Tuesday, only 57% of NYSE stocks and 38% of NASDAQ stocks were trading above their 200-day moving averages compared to over 90% at the start of 2021 (Chart 1). The US stock market had become increasingly supported by a handful of mega-cap tech stocks, a potentially dangerous situation in an environment where bond yields are rising and stay-at-home restrictions are apt to ease (more on this later). That said, market tops often occur when sentiment reaches euphoric levels. That was not the case going into 2022 and it is certainly not the case after this week's sell-off. The number of bears exceeded the number of bulls in the AAII survey this week and in six of the past seven weeks (Chart 2). The share of financial advisors registering a bullish bias declined by 25 percentage points over the course of 2021 in the Investors Intelligence poll. Option pricing is far from complacent. The VIX stands at 19.6, above its post-GFC median of 16.7.  According to the Minneapolis Fed’s market-based probabilities model, the market was discounting a slightly negative 12-month return for the S&P 500 as of end-2021, with a 3.6 percentage-point larger chance of a 20% decline in the index than a 20% increase (Chart 3). Chart 3Option Pricing Is Not Pointing To Elevated Complacency Option Pricing Is Not Pointing To Elevated Complacency Option Pricing Is Not Pointing To Elevated Complacency Chart 2Sentiment Is Not Exceptionally Bullish, Despite The S&P 500 Trading Close To All-Time Highs Sentiment Is Not Exceptionally Bullish, Despite The S&P 500 Trading Close To All-Time Highs Sentiment Is Not Exceptionally Bullish, Despite The S&P 500 Trading Close To All-Time Highs Equities do best when sentiment is bearish but improving (Chart 4). With bulls in short supply, stocks can continue to climb the proverbial wall of worry.   Whither The January Effect? Historically, stocks have fared better between October and April than between May and September (Chart 5). One caveat is that the January effect, which often saw stocks rally at the start of the year, has disappeared. In fact, the S&P 500 has fallen in January by an average annualized rate of 5.2% since 2000 (Table 1). Other less well-known calendar effects – such as the tendency for stocks to underperform on Mondays but outperform on the first trading day of each month – have persisted, however. Chart 4 Chart 5 Table 1Calendar Effects The Four Pillars Of The Stock Market The Four Pillars Of The Stock Market Bottom Line: January trading may be choppy, but stocks should rise over the next few months as more bears join the bullish camp. Last year’s losers are likely to outperform last year’s winners. Pillar 2: Economic Growth And Corporate Earnings (Modestly Bullish)   Economic Growth And Earnings: Joined At The Hip The business cycle is the most important driver of stocks over medium-term horizons of about 12 months. The reason is evident in Chart 6: Corporate earnings tend to track key business cycle indicators such as the ISM manufacturing index, industrial production, business sales, and global trade. Chart 6The Business Cycle Is The Most Important Driver Of Stocks Over Medium-Term Horizons The Business Cycle Is The Most Important Driver Of Stocks Over Medium-Term Horizons The Business Cycle Is The Most Important Driver Of Stocks Over Medium-Term Horizons Chart 7PMIs Signaling Above-Trend Growth PMIs Signaling Above-Trend Growth PMIs Signaling Above-Trend Growth Global growth peaked in 2021 but should stay solidly above trend in 2022. Both the service and manufacturing PMIs remain in expansionary territory (Chart 7). The forward-looking new orders component of the ISM exceeded 60 for the second straight month in December. The Bloomberg consensus is for real GDP to rise by 3.9% in the G7 in 2022, well above the OECD’s estimate of trend G7 growth of 1.4% (Chart 8). Global earnings are expected to increase by 7.1%, rising 7.5% in the US and 6.7% abroad (Chart 9). Our sense is that both economic growth and earnings will surprise to the upside in 2022. Chart 9Analysts Expect Single-Digit Earnings Growth Analysts Expect Single-Digit Earnings Growth Analysts Expect Single-Digit Earnings Growth Chart 8 Plenty Of Pent-Up Demand For Both Consumer And Capital Goods US households are sitting on $2.3 trillion in excess savings (Chart 10). Around half of these savings will be spent over the next few years, helping to drive demand. Households in the other major advanced economies have also buttressed their balance sheets. Chart 10Plenty Of Pent-Up Demand Plenty Of Pent-Up Demand Plenty Of Pent-Up Demand After two decades of subdued corporate investment, capital goods orders have soared. This bodes well for capex in 2022. Inventories remain at rock-bottom levels, which implies that output will need to exceed spending for the foreseeable future (Chart 11). On the residential housing side, both the US homeowner vacancy rate and the inventory of homes for sale are near multi-decade lows. Building permits are 11% above pre-pandemic levels (Chart 12). Chart 11Business Investment Should Be Strong In 2022 Business Investment Should Be Strong In 2022 Business Investment Should Be Strong In 2022 Chart 12Residential Construction Will Remain Well Supported Residential Construction Will Remain Well Supported Residential Construction Will Remain Well Supported Chart 13China's Credit Impulse Has Bottomed China's Credit Impulse Has Bottomed China's Credit Impulse Has Bottomed Chinese Growth To Rebound, Europe To Benefit From Lower Natural Gas Prices Chinese credit growth decelerated last year. However, the 6-month credit impulse has bottomed, and the 12-month impulse is sure to follow (Chart 13). Chinese coal prices have collapsed following the government’s decision to instruct 170 mines to expand capacity (Chart 14). China generates 63% of its electricity from coal. Lower energy prices and increased stimulus should support Chinese industrial activity in 2022. Like China, Europe will benefit from lower energy costs. Natural gas prices have fallen by nearly 50% from their peak on December 21st. A shrinking energy bill will support the euro (Chart 15). Chart 14Coal Prices Are Renormalizing In China Coal Prices Are Renormalizing In China Coal Prices Are Renormalizing In China Chart 15A Shrinking Energy Bill Will Support The Euro A Shrinking Energy Bill Will Support The Euro A Shrinking Energy Bill Will Support The Euro Chart 16 Omicron Or Omicold? While the Omicron wave has led to an unprecedented spike in new cases across many countries, the economic fallout will be limited. The new variant is more contagious but significantly less lethal than previous ones. In South Africa, it blew through the population without triggering a major increase in mortality (Chart 16). Preliminary data suggest that exposure to Omicron confers at least partial immunity against Delta. The general tendency is for viral strains to become less lethal over time. After all, a virus that kills its host also kills itself. Given that Omicron is crowding out more dangerous strains such as Delta, any future variant is likely to emanate from Omicron; and odds are this new variant will be even milder than Omicron. Meanwhile, new antiviral drugs are starting to hit the market. Pfizer claims that its new drug, Paxlovid, cuts the risk of hospitalization by almost 90% if taken within five days from the onset of symptoms. Bottom Line: While global growth has peaked and the pandemic remains a risk, growth should stay well above trend in the major economies in 2022, fueling further gains in corporate earnings and equity prices.   Pillar 3: Monetary And Financial Factors (Neutral)   Chart 17The Overall Stance Of Monetary Policy Will Not Return To Pre-Pandemic Levels For At Least Another 12 Months The Overall Stance Of Monetary Policy Will Not Return To Pre-Pandemic Levels For At Least Another 12 Months The Overall Stance Of Monetary Policy Will Not Return To Pre-Pandemic Levels For At Least Another 12 Months Tighter But Not Tight Monetary and financial factors help govern the direction of equity prices both because they influence economic growth and also because they affect the earnings multiple at which stocks trade. There is little doubt that a number of central banks, including the Federal Reserve, are looking to dial back monetary stimulus. However, there is a big difference between tighter monetary policy and tight policy. Even if the FOMC were to raise rates three times in 2022, as the market is currently discounting, the fed funds rate would still be half of what it was on the eve of the pandemic (Chart 17). Likewise, even if the Fed were to allow maturing assets to run off in the middle of this year, as the minutes of the December FOMC meeting suggest is likely, the size of the Fed’s balance sheet will probably not return to pre-pandemic levels until the second half of this decade.   A Higher Neutral Rate We have argued in the past that the neutral rate of interest in the US is higher than widely believed. This implies that the overall stance of monetary policy remains exceptionally stimulative. Historically, stocks have shrugged off rising bond yields, as long as yields did not increase to prohibitively high levels (Table 2). Table 2As Long As Bond Yields Don’t Rise Into Restrictive Territory, Stocks Will Recover The Four Pillars Of The Stock Market The Four Pillars Of The Stock Market If the neutral rate ends up being higher than the Fed supposes, the danger is that monetary policy will stay too loose for too long. The question is one of timing. The good news is that inflation should recede in the US in 2022, as supply-chain bottlenecks ease and spending shifts back from goods to services. The bad news is that the respite from inflation will not last. As discussed in Section II of our recently-published 2022 Strategy Outlook, inflation will resume its upward trajectory in mid-2023 on the back of a tightening labor market and a budding price-wage spiral. This second inflationary wave could force the Fed to turn much more aggressive, spelling the end of the equity bull market. Bottom Line: While the Fed is gearing up to raise rates and trim the size of its balance sheet, monetary policy in the US and in other major economies will remain highly accommodative in 2022. US policy could turn more restrictive in 2023 as a second wave of inflation forces a more aggressive response from the Fed.   Pillar 4: Valuations (Bearish In The US; Neutral Elsewhere)   US Stocks Are Looking Pricey… While valuations are a poor timing tool in the short run, they are an excellent forecaster of stock prices in the long run. Chart 18 shows that the Shiller PE ratio has reliably predicted the 10-year return on equities. Today, the Shiller PE is consistent with total real returns of close to zero over the next decade. Chart 18 Investors’ allocation to stocks has also predicted the direction of equity prices (Chart 19). According to the Federal Reserve, US households held a record high 41% of their financial assets in equities as of the third quarter of 2021. If history is any guide, this would also correspond to near-zero long-term returns on stocks. Chart 19Valuations Matter For Long-Term Returns (II) Valuations Matter For Long-Term Returns (II) Valuations Matter For Long-Term Returns (II)   … But There Is More Value Abroad Valuations outside the US are more reasonable. Whereas US stocks trade at a Shiller PE ratio of 37, non-US stocks trade at 20-times their 10-year average earnings. Other valuation measures such as price-to-book, price-to-sales, and dividend yield tell a similar story (Chart 20). Chart 20AUS Stocks Are Trading At A Significant Premium To Their Non-US Peers (I) US Stocks Are Trading At A Significant Premium To Their Non-US Peers (I) US Stocks Are Trading At A Significant Premium To Their Non-US Peers (I) Chart 20BUS Stocks Are Trading At A Significant Premium To Their Non-US Peers (II) US Stocks Are Trading At A Significant Premium To Their Non-US Peers (II) US Stocks Are Trading At A Significant Premium To Their Non-US Peers (II) Cyclicals And Banks Overrepresented Abroad Our preferred sector skew for 2022 favors non-US equities. Increased capital spending in developed economies and incremental Chinese stimulus should boost industrial stocks and other deep cyclicals, which are overrepresented outside the US (Table 3). Banks are also heavily weighted in overseas markets; they should also do well in response to faster-than-expected growth and rising bond yields (Chart 21). Table 3Deep Cyclicals And Financials Are Overrepresented Outside The US The Four Pillars Of The Stock Market The Four Pillars Of The Stock Market Chart 21Rising Bond Yields Will Help Bank Shares Rising Bond Yields Will Help Bank Shares Rising Bond Yields Will Help Bank Shares Bottom Line: Valuations are more appealing outside the US, and with deep cyclicals and banks set to outperform tech over the coming months, overseas markets are the place to be in 2022. Peter Berezin Chief Global Strategist peterb@bcaresearch.com Global Investment Strategy View Matrix Image Special Trade Recommendations Image Current MacroQuant Model Scores Image

Highlights US economic data remains robust, but economic surprises are rolling over relative to other G10 countries. Meanwhile, the Fed is turning a tad more hawkish, which is positive for the greenback in the short term but could hurt growth over a cyclical horizon.  A hawkish Fed and dovish PBoC could set the stage for an economic recovery outside the US. We are not fighting the Fed (dollar bullish in the near term), and most of our trades are at the crosses. These include long EUR/GBP, long AUD/NZD and long CHF/NZD. We also have a speculative long on AUD/USD. We were stopped out of our short USD/JPY trade at break even and will look to reinstate at more attractive levels. Feature Chart 1 The dollar was the best performing G10 currency last year (Chart 1), which begs the question if this outperformance will be sustained in 2022. In this week’s report, we go over a few key data releases in the last month and implications for currency markets. Most recently, PMI releases across the developed world have remained robust but are peaking (Chart 2). The key question is whether the slowdown proves genuine, and if so, whether the US can maintain economic leadership versus the rest of the G10. Chart 2AGlobal PMIs Are Softening, Especially In The US Global PMIs Are Softening, Especially In The US Global PMIs Are Softening, Especially In The US Chart 2BGlobal PMIs Are Softening, Especially In The US Global PMIs Are Softening, Especially In The US Global PMIs Are Softening, Especially In The US The next key question is what central banks do about inflation. It is becoming clearer that rising prices are not a US-centric phenomenon but a global problem (Chart 3). Our bias is that central banks cannot meaningfully diverge on the inflation front. This will create trading opportunities. Chart 3AInflation Is A Global Problem Inflation Is A Global Problem Inflation Is A Global Problem Chart 3BInflation Is A Global Problem Inflation Is A Global Problem Inflation Is A Global Problem Over the next few pages, we look at the latest data releases and implications for currency strategy. US Dollar: Strong Now, Weaker Later? The dollar DXY index fell 0.4% in December and is up 0.5% year to date. A growth rotation from the US to other economies continues, even though US economic data over the last month remains rather robust. The latest release of the ISM manufacturing index remained strong at 58.7 for December, but this has rolled over from 61.1 in the previous month. More importantly, the prices paid index fell from 82.4 to 68.2. This suggests inflationary pressures are coming in, which could assuage tightening pressure on the Federal Reserve.  In other data, the trade deficit continues to widen, hitting a record -$97.8bn in November. Durable goods orders for November rose 2.5%, the biggest increase in six months. The consumer confidence index from the Conference Board has also rebounded, rising to 115.8 in December. Home prices are also rising, with an increase of almost 20% year on year in October. This suggests monetary conditions in the US remain very easy, relative to underlying demand. A tighter Fed is what the US needs, but the perfect calibration of monetary policy could prove difficult to achieve. The Fed minutes this week highlighted a preference for a faster pace of policy normalization, in the face of a tightening labor market and persistent inflationary pressures. This put the US dollar in a quandary, relative to other developed market currencies. If the US tightens monetary policy, while China eases, it strengthens the dollar in the near term, but tightens US financial conditions that have been the bedrock of US demand. This will suggest peak US demand in the coming months, and a bottoming in demand for countries that are more sensitive to Chinese monetary conditions. Chart 4AUS Dollar US Dollar US Dollar Chart 4BUS Dollar US Dollar US Dollar The Euro: All Bets On China? The euro was up 0.4% in December. Year-to-date, the euro is down 0.5%. Inflation continues to rise in the eurozone, which begs the question of how long the ECB can remain on a dovish path and maintain credibility on its inflation mandate. PPI came out at 23.7% year-on-year, the highest in several decades. Core consumer price index (CPI) in the eurozone is at 4.9%, a whisker below US levels. Economic data remain resilient in the euro area, despite surging Covid-19 cases. The ZEW expectations survey rose to 26.8 in December from 25.9. The trade balance remains in a healthy surplus (though rolling over). In a nutshell, economic surprises in the eurozone have been outpacing those in the US over the last month. The ECB continues to maintain a dovish stance, keeping rates on hold and reiterating that inflation should subside in the coming quarters. According to their forecasts, inflation is headed below 2% by the end of 2022. This could prove wrong in a world where inflation is sticky globally and driven by supply-side factors. In the near term, we expect a policy convergence between the ECB and the BoE. As such, we are long EUR/GBP on this basis. Over the longer term, we expect the ECB to lag the Fed, and thus we will fade any persistent strength in the euro. Chart 5AEuro Euro Euro Chart 5BEuro Euro Euro The Japanese Yen: The Most Hated Currency The Japanese yen was down 2% in December. It is also down 0.6% year-to-date. Overall, the yen was the worst performing G10 currency in 2021. Good news out of Japan continues to be underappreciated, while bad news is well discounted. Industrial production rose 5.4% in November, from a contraction the previous month, and the Jinbun Bank manufacturing PMI edged higher in December to 54.3. Retail sales are inflecting higher, and the national CPI has bottomed, easing pressure on the Bank of Japan to remain ultra-accommodative. The bull case for the yen remains intact. First, as we have witnessed recently, it will perform well in a market reset, given it is the most shorted G10 currency. Second, and related, the yen tends to do well with rising volatility, which we should expect in the coming months. Third, Covid-19 infections in Japan remain low, meaning should global cases rollover, Japan could be quicker in jumpstarting an economic recovery. Finally, an equity market rotation from expensive markets like the US towards cheaper and cyclical markets like Japan, will benefit the yen via the portfolio channel. From a valuation standpoint, the yen is the cheapest G10 currency according to our PPP models. We were long the yen and stopped out at break even (114.40). We will look to re-enter this trade at more attractive levels. Chart 6AJapanese Yen Japanese Yen Japanese Yen Chart 6BJapanese Yen Japanese Yen Japanese Yen British Pound: Near-Term Volatility The pound was up 1.9% in December. Year-to-date, cable is flat. UK data continues to moderate from high levels, similar to the picture in the US. Covid-19 infections continue to surge, but the December manufacturing PMI remains resilient at 57.9. Retail sales and house prices are also robust, and the latest CPI print for November, at 5.1%, justifies the interest rate hike by the Bank of England last month. The near-term path for the pound will be dictated by portfolio flows, and the ability of the BoE to deliver aggressive rate hikes already priced in the market. With the UK running a basic balance deficit, a dry up in foreign capital could hurt the pound. This will also be the case if the BoE does not deliver as many hikes as is discounted by markets. A rollover in energy costs (electricity prices are collapsing), and potentially, inflation could be catalyst. The post-Brexit environment also remains quite volatile.  This short-term hiccup underpins our long EUR/GBP call. Longer term, incoming data continues to strengthen the case for the BoE to tighten policy. At 4.2%, the unemployment rate is at NAIRU. Wages are also inflecting higher. As such, the pound should outperform over the longer-term, as the BoE continues to normalize policy. Chart 7ABritish Pound British Pound British Pound Chart 7BBritish Pound British Pound British Pound Australian Dollar: Top Pick For 2022 The Australian dollar was up 2.2% in December. Year-to-date, the Aussie is down 1.4%. Covid-19 continues to ravage Australia, prompting the government to adopt measures such as threatening to deport superstar athletes who refuse to be vaccinated. Combined with the zero-Covid policy in China (Australia’s biggest export partner), the economic outlook remains grim in the near term. In our view, such pessimism opens a window to be cautiously long AUD. First, speculators are very short the currency. Second, low interest rates are reintroducing froth in the property market that the authorities have fought hard to keep a lid on. Home prices in Sydney and Melbourne are rising close to 20% year-on-year. Most inflation gauges are also above the midpoint of the RBA’s target. Our playbook is as follows: China eases policy, allowing Australian exports to remain strong. This will allow the RBA to roll back its dovish rhetoric, relative to other central banks. This will also trigger a terms of trade recovery and interest rate support for the AUD. We are cautiously long AUD at 70 cents, and recommend investors stick with this position. Chart 8AAustralian Dollar Australian Dollar Australian Dollar Chart 8BAustralia Dollar Australia Dollar Australia Dollar New Zealand Dollar: Up Versus USD, But Lower On The Crosses The New Zealand dollar was up 0.25% in December, while down 1.1% year to date. The Covid-19 situation is much better in New Zealand, compared to its antipodean neighbor, but recent economic developments still have a stagflationary undertone. Headline CPI and house prices are rising at the fastest pace in decades, but wage growth remains very muted. With the RBNZ that now has house price considerations in its mandate, the risk is that further rate hikes hamper the recovery. Data wise, the trade balance continues to print a deficit as domestic demand in China remains tepid. New Zealand currently has the highest G10 10-year government bond yield, suggesting marginally tighter financial conditions. Meanwhile, portfolio flows into New Zealand have turned negative in recent quarters, especially driven by defensive equity outflows. Overall, the kiwi will benefit from a recovery in China but less so than the AUD, which is much shorted and has a better terms of trade picture. As such we are long AUD/NZD. Chart 9ANew Zealand Dollar New Zealand Dollar New Zealand Dollar Chart 9BNew Zealand Dollar New Zealand Dollar New Zealand Dollar Canadian Dollar: Next Up After AUD? The CAD was up 1.4% in December. Year to date, the loonie is down 0.7%. The key driver of the CAD in 2022 remains the outlook for monetary policy, and the path of energy prices. We are optimistic on both fronts. On monetary policy, CPI inflation remains above the central bank’s target, house prices are rising briskly, and the trade balance continues to improve meaningfully. This provides fertile ground for tighter monetary settings. Employment in Canada is already above pre-pandemic levels and has now settled towards trend growth of around 2%. This suggests a print of 30,000 - 40,000 jobs (27,500 in December), is in line with trend. The unemployment rate continues to drop, hitting 6.0%. Oil prices also remain well bid, as outages in Libya offset planned production increases by OPEC. Should Omicron also fall to the wayside, travel resumption will bring back a meaningful source of demand. Net purchases of Canadian securities continue to inflect higher, as the commodity sector benefits from a terms-of-trade boom. We are buyers of CAD over a 12–18-month horizon. Chart 10ACanadian Dollar Canadian Dollar Canadian Dollar Chart 10BCanadian Dollar Canadian Dollar Canadian Dollar Swiss Franc: Line Of Defense The Swiss franc was up 0.8% in December and has fallen by 0.9% year to date. The Swiss economy continues to fare well amidst surging Covid-19 infections. Meanwhile, as a defensive currency, the franc has benefitted from the rise in volatility, especially compared to other currencies like the New Zealand dollar over the course of 2021 (we are long CHF/NZD). Economic wise, the unemployment rate has dropped to 2.5%, inflation is rising briskly, and house prices remain very resilient. This is lessening the need for the central bank to maintain ultra-accommodative settings. It is also interesting that the Swiss franc is well shorted by speculators engaging in various carry trades. Our baseline is that the Swiss National Bank is likely to lag the rest of the G10 in lifting rates from -0.75%, currently the lowest benchmark interest rate in the world. That said, this is well baked in the consensus suggesting any risk-off event or pricing of less monetary accommodation in other markets will help the franc. One area of opportunity is being long EUR/CHF, where the market has priced a very dovish ECB, even relative to the SNB. We are long this cross (which could suffer in the short term) but should rise longer term.  Chart 11ASwiss Franc Swiss Franc Swiss Franc Chart 11BSwiss Franc Swiss Franc Swiss Franc Norwegian Krone: A Beta Play On A Lower Dollar The Norwegian krone was up 2.7% in December and is down 0.9% year to date. Norway was a developed market beacon of how to handle the pandemic until the more contagious Omicron variant started to ravage the economy. The latest data prints suggest core CPI is falling and house price appreciation is rolling over. Headline inflation remains strong, and the latest retail sales release shows 1% growth month on month for November suggesting some resilience amidst the pandemic. The Norges Bank has been the most orthodox in the G10, raising interest rates and promising to continue doing so in the coming quarters. Should Omicron prove transient and oil prices stay resilient, this will be a “carte blanche” for the Norges bank to keep normalizing policy.  Norway’s trade balance and terms of trade remain robust. Meanwhile, portfolio investment in some unloved sectors in Norway could provide underlying support for the NOK. We are buyers of the NOK on weakness. Chart 12ANorwegian Krone Norwegian Krone Norwegian Krone Chart 12BNorwegian Krone Norwegian Krone Norwegian Krone Swedish Krona: A Play On China The SEK was up 0.3% in December and is down 1% year to date. The performance of the Swedish economy continues to strengthen the case for the Riksbank to tighten monetary policy. In recent data, the trade balance remains in a surplus as of November, household lending is rising 6.6% year on year (November), retail sales remain robust, and PPI is inflecting higher. Manufacturing confidence also improved in December, along with improvement in labor market conditions.  The Riksbank will remain data dependent, but it has already ended QE. It remains one of the most dovish G10 central banks and is slated to keep its policy rate flat at 0% at least until 2024. This could change if inflationary pressures remain persistent. A bounce in Chinese demand could be the catalyst that triggers this change.  We have no open positions now in SEK, but will look to go short USD/SEK and EUR/SEK should more evidence of a Swedish recovery materialize. Chart 13ASwedish Krona Swedish Krona Swedish Krona Chart 13BSwedish Krona Swedish Krona Swedish Krona Chester Ntonifor Foreign Exchange Strategist chestern@bcaresearch.com Trades & Forecasts Strategic View Tactical Holdings (0-6 months) Forecast Summary

Highlights Demand in the major economies remains well below its pre-pandemic trend. Meaning that relative to potential output, demand is lukewarm, at best. Inflation is hot, not because of strong overall demand, but because of the surging demand for goods. If the spending on goods cools, then inflation will also cool. We expect this ‘good’ resolution of inflation to unfold, because there are only so many goods that any person can buy. Underweight personal goods versus consumer services. Bond yields have the scope to rise by just 50-100 bps before pulling the bottom out of the $300 trillion global real estate market and the $100 trillion global equity market. Long-term investors should continue to own US T-bonds and focus their equity investments in long-duration (growth) stocks, sectors, and stock markets… …because the ultimate low in bond yields is yet to come. Feature Chart of the WeekWill Bond Yields Stay Chilled With Inflation So Hot? Will Bond Yields Stay Chilled With Inflation So Hot? Will Bond Yields Stay Chilled With Inflation So Hot? 2022 begins with an investment conundrum. Why have long bond yields been so chilled when inflation is running so hot? (Chart I-1) While US and UK inflation have ripped to 6.9 percent and 5.1 percent respectively, the 30-year T-bond yield and 30-year gilt yield remain a relative oasis of calm – standing at 2.1 percent and 1.2 percent respectively. 10-year yields have also stayed relatively calm. Moreover, as long-duration bonds set the valuations of long-duration stocks, a calm bond market has meant a calm stock market. What can explain this apparent conundrum of chilled yields in the face of the hottest inflation in a generation? Long Bond Yields Are Tracking Demand, Not Inflation Chart I-2 answers the conundrum. The long bond yield is taking its cue not from hot inflation, but from economic demand, which is far from overheating. Quite the contrary, US real GDP and consumption are struggling to reach their pre-pandemic trends. Meanwhile, UK real GDP languishes 5 percent below its pre-pandemic trend (Chart I-3), and other major economies tell similar stories. Chart I-2Long Bond Yields Are Tracking Demand Long Bond Yields Are Tracking Demand Long Bond Yields Are Tracking Demand Chart I-3Demand Is Lukewarm, At Best Demand Is Lukewarm, At Best Demand Is Lukewarm, At Best Some people mistake the strong economic growth in recent quarters for overheating demand. In fact, this robust growth is just the natural snap-back after the pandemic induced collapse in early-2020. Meaning that the strong growth is unsustainable, just as the bounce that a ball experiences after a big drop is unsustainable. Demand in the major economies remains well below its pre-pandemic trend. To repeat, demand in the major economies remains well below its pre-pandemic trend. As this pre-pandemic trend is a good gauge of potential output, economic demand is lukewarm, at best. And this explains why long bond yields have remained chilled. Inflation Is Tracking The Displacement Of Demand Yet solving the first conundrum simply raises a second conundrum. If overall demand is lukewarm, then why is inflation so hot? (Chart I-4). The answer is that inflation is being fuelled by the displacement of demand into goods from services (Chart I-5). Chart I-4Hot Inflation Is Not Reflecting Lukewarm Overall Demand Hot Inflation Is Not Reflecting Lukewarm Overall Demand Hot Inflation Is Not Reflecting Lukewarm Overall Demand Chart I-5Hot Inflation Is Reflecting The Hot Demand For Goods Hot Inflation Is Reflecting The Hot Demand For Goods Hot Inflation Is Reflecting The Hot Demand For Goods If a dollar spent on goods is displaced from a dollar spent on services, then overall demand will be unchanged. However, what happens to the overall price level depends on the relative price elasticities of demand for goods and services. If the price elasticities are the same, then overall prices will also be unchanged, because a higher price for goods will be exactly countered by a lower price for services. But if the price elasticities are very different, then overall prices can rise sharply because the higher price for goods will dominate overall inflation. All of which solves our second conundrum. Spending on services that require close contact with strangers – using public transport, going to the dentist, cinema, or recreational activities that involve crowds – are suffering severe shortfalls compared to pre-pandemic times. Some people say that this is due to supply shortages, yet the trains and buses are running empty and there is no shortage of dentists, cinema seats, or even (English) Premier League tickets. Indeed, the Premier League team that I support (which I will not name) has been sending me begging emails to attend matches! Surging inflation is no longer a reliable reflection of overall demand. If somebody doesn’t use public transport, or go to the cinema or crowded events because he is worried about the health risk, then lowering the price will not lure that person back. In fact, the person might interpret the lower price as a signal of greater risk, and might become more averse. In other words, the price elasticity of demand for certain services has flipped from its usual negative to zero, or even positive.   This creates a major problem for central banks, because if the price elasticity of services demand has changed, then surging inflation is no longer a reliable reflection of overall demand, which remains below its potential. Instead, surging inflation is largely reflecting the surging demand for goods. Two Ways That Inflation Can Resolve: One Good, One Bad It follows that if the spending on goods cools, then inflation will also cool. We expect this ‘good’ resolution of inflation to unfold, because there are only so many goods that any person can buy. Durables, by their very definition, last a long time. Even clothes and shoes, though classified as nondurables, are in fact quite durable. Meaning that are only so many cars, iPhone 13s, gadgets, clothes and shoes that any person can own before reaching saturation. We recommend that equity investors play this inevitable normalisation by underweighting personal goods versus consumer services. Still, the resolution of inflation could also take a ‘bad’ form. If inflation persisted, then bond yields could lose their chill as they flipped their focus from lukewarm demand to hot inflation. Given that long-duration bonds set the valuations of long-duration stocks, and given that stock valuations are already stretched versus bonds, this would quickly inflict pain on stock investors (Chart I-6). Chart I-6The US Stock Market = The 30-Year T-Bond Price Multiplied By Profits The US Stock Market = The 30-Year T-Bond Price Multiplied By Profits The US Stock Market = The 30-Year T-Bond Price Multiplied By Profits More significantly, it would also quickly inflict pain on the all-important real estate market. Through the past ten years, world prime residential prices are up by 70 percent while rents are up by just 25 percent1 (Chart I-7). Meaning that the bulk of the increase in global real estate prices is due to skyrocketing valuations. The culprit is the structural collapse in global bond yields (Chart I-8). Chart I-7The Bulk Of The Increase In Global Real Estate Prices Is Due To Valuation Expansion… The Bulk Of The Increase In Global Real Estate Prices Is Due To Valuation Expansion... The Bulk Of The Increase In Global Real Estate Prices Is Due To Valuation Expansion... Chart I-8…And The Culprit For The Richest Ever Valuation Of Global Real Estate Is The Structural Collapse In Global Bond Yields ...And The Culprit For The Richest Ever Valuation Of Global Real Estate Is The Structural Collapse In Global Bond Yields ...And The Culprit For The Richest Ever Valuation Of Global Real Estate Is The Structural Collapse In Global Bond Yields This means that bond yields have the scope to rise by just 50-100 bps before pulling the bottom out of the $300 trillion global real estate market. Given that this dwarfs the $90 trillion global economy, the massive deflationary backlash would annihilate any lingering inflation. Some people counter that in an inflationary shock, stocks and property – as the ultimate real assets – ought to perform well even as bond yields rise. However, when valuations start off stretched as now, the initial intense headwind from deflating valuations would obliterate the tailwind from inflating incomes. The scope for higher bond yields is limited by the fragility of stock market and real estate valuations. With the scope for higher yields limited by the fragility of stock market and real estate valuations, and with the ultimate low in yields yet to come, long-term investors should continue to own US T-bonds. And they should focus their equity investments in long-duration (growth) stocks, sectors, and stock markets. Fractal Trading Update Owing to the holidays, we are waiting until next week to initiate new trades. We will also add a new feature – a ‘watch list’ of investments that are approaching potential turning points, but are not yet at peak fragility. We believe that this enhancement will help to prepare future trades. Stay tuned.   Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Footnotes 1 Based on Savills Prime Index: World Cities – Capital Values, and World Cities – Rents and Yields, June 2011 through June 2021. 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