Labor Market

Executive Summary US Treasury yields have surged in response to high US inflation and Fed tightening expectations. However, the move looks overdone in the near-term. Too many Fed hikes are now discounted for 2022, US realized inflation should soon peak, inflation expectations have stabilized, financial conditions have started to tighten, and positioning in the Treasury market is now quite short. These factors will act to stabilize Treasury yields over the next few months, even with the cyclical backdrop remaining bond bearish. Markets Think The Fed Will Hike More Sooner And Less Later – The Opposite Is More Likely Markets Think The Fed Will Hike More Sooner And Less Later - The Opposite Is More Likely Markets Think The Fed Will Hike More Sooner And Less Later - The Opposite Is More Likely Recommendation Inception Level Inception Date Long Dec 2022/Short Dec 2024 3-Month SOFR Future 0.25 Feb 22/22 New Trade: Go long the December 2022 US SOFR interest rate futures contract versus shorting the December 2024 SOFR contract. The former discounts too many Fed hikes for this year and the latter discounts too few hikes over the next three years. Bottom Line: US Treasury yields now discount the maximum likely hawkish scenario for Fed rate hikes in 2022, with risks all pointing in the direction of the Fed delivering less than expected. Upgrade US duration exposure to neutral from below-benchmark on a tactical basis. Feature Chart 1A Near-Term Overshoot For UST Yields Five Reasons To Tactically Increase US Duration Exposure Now Five Reasons To Tactically Increase US Duration Exposure Now During the BCA Research US Bond Strategy quarterly webcast last week, we announced a shift in our recommended US duration stance, moving from below-benchmark to neutral. This move was more tactical (i.e. shorter-term) in nature, as we still strongly believe that bond markets are underestimating the eventual peak for US bond yields over the next couple of years. In the near term, however, we see several good reasons to expect the recent big run-up in US bond yields to pause, warranting a more neutral tactical duration exposure (Chart 1). We discuss those reasons – and the implications for both US duration strategy - in this report published jointly by BCA Research’s US Bond Strategy and Global Fixed Income Strategy services. Reason #1: Too Many Fed Rate Hikes Are Now Discounted For 2022 The US overnight index swap (OIS) curve currently discounts 146bps of Fed rate hikes by the end of 2022. This is a big change from the start of the year when only 77bps of hikes were priced (Chart 2). The OIS curve repricing now puts the path of the funds rate for this year well above the last set of FOMC interest rate projections published at the December 2021 Fed meeting. In other words, the market has already moved to discount a big upward shift in the FOMC “dots” for 2022, and even for 2023, at next month’s FOMC meeting. Chart 2Markets Think The Fed Will Hike More Sooner And Less Later - The Opposite Is More Likely Markets Think The Fed Will Hike More Sooner And Less Later - The Opposite Is More Likely Markets Think The Fed Will Hike More Sooner And Less Later - The Opposite Is More Likely We think a more likely outcome for 2022 is that the Fed lifts rates four or five times, not six or even seven times as some Wall Street investment banks are forecasting. We set out the reasons why we think the Fed will go less than expected in the rest of this report. At a minimum, there is virtually no chance that the Fed will provide guidance to markets that is more hawkish than current market pricing, which would push bond yields even higher in the near term. Reason #2: US Inflation Will Soon Peak The relentless string of upside surprises on US inflation has been the main reason the bond market has moved so rapidly on pricing in more Fed rate hikes. The story is about to change, however, as US inflation should peak sometime in the next few months and begin to rapidly decelerate toward levels much closer to, but still well above, the Fed’s 2% inflation target. Already, the intense global inflation pressures from commodities and traded goods prices over the past year has started to lose potency. The annual growth rate of the CRB Raw Industrials index has eased from a peak of 45% in June to 18%, in line with slowing growth momentum of global manufacturing activity (Chart 3, top panel). The softening of input price pressures is evident in business survey measures like the ISM Manufacturing Prices Paid index, which typically leads US headline CPI inflation by six months and has fallen by 16 points since the peak in June (middle panel). Chart 3Global Inflation Pressures Easing Global Inflation Pressures Easing Global Inflation Pressures Easing The global supply chain disruptions that have caused inventory shortages in products ranging from new cars to semiconductors also appear to be easing. Supplier delivery times are shortening according to the ISM Manufacturing and Non-Manufacturing surveys (bottom panel). Combined with other indications of the loosening of supply chain logjams, like lower shipping costs, the influence of supply disruptions on inflation should diminish, on the margin. Energy prices should also soon contribute to disinflationary momentum (Chart 4). BCA Research’s Commodity & Energy Strategy service is forecasting the Brent oil price to reach $76/bbl at the end of 2022 and $80/bbl at the end of the 2023. That represents a significant decline from the current $95/bbl price that reflects a large risk premium for the potential oil market supply disruptions in response to a Russian invasion of Ukraine. A war-driven spike in oil prices does risk extending the current period of high US (and global) inflation. However, it should be noted that the annual growth in oil prices has been decelerating even as oil prices have been rising recently, showing the power of base effect comparisons that should lead to a lower contribution to overall inflation from energy prices over the next 6-12 months. ​​​​​​Chart 4Oil Prices Will Soon Turn Disinflationary Oil Prices Will Soon Turn Disinflationary Oil Prices Will Soon Turn Disinflationary Chart 5A Changing Mix Of US Consumer Spending Will Lower Overall Inflation A Changing Mix Of US Consumer Spending Will Lower Overall Inflation A Changing Mix Of US Consumer Spending Will Lower Overall Inflation   Looking beyond the commodity space, a shifting mix of US consumer spending should also help push overall US inflation lower. US core CPI inflation hit a 34-year high of 6.0% in January, fueled by 11.7% growth in core goods inflation (Chart 5). We anticipate that overall core inflation will slow to levels more consistent with the trends seen in more domestically focused sectors like core services and shelter, where inflation is running around 4%. US consumers have started to shift their spending patterns away from goods, which was running well above its pre-pandemic trend, back toward services, which was running below its pre-pandemic trend (Chart 6). This will help narrow the gap between goods and services inflation, particularly as easing supply chain disruptions help dampen goods inflation. Chart 6Goods Inflation Should Soon Peak Goods Inflation Should Soon Peak Goods Inflation Should Soon Peak ​​​​​ Chart 7There Are Still Pockets Of Available US Labor Market Supply There Are Still Pockets Of Available US Labor Market Supply There Are Still Pockets Of Available US Labor Market Supply ​​​​​​ Chart 8US Wage Growth Should Soon Begin To Moderate US Wage Growth Should Soon Begin To Moderate US Wage Growth Should Soon Begin To Moderate There is also the potential for some of the pressures stemming from the tight US labor market to become a bit less inflationary in the coming months. While the overall US unemployment rate of 4% is well within the range of full employment NAIRU estimates produced by the FOMC, there are notable differences across employment categories suggesting that there are still sizeable pockets of labor supply. For example, the unemployment rate for managerial and professional workers is a tiny 2.3%, while the unemployment rate for services workers was a more elevated 6.7% (Chart 7, top panel). There are also noteworthy differences in US labor market trends when sorted by wage growth. Employment in industries with lower wages – predominantly in services – has not returned to the pre-pandemic peak, unlike employment in higher wage cohorts (middle panel).1 As the US economy puts the Omicron variant in the rearview mirror, service industries most impacted by pandemic restrictions should see an increase in labor supply as workers return to the labor force. This will help close the one percentage point gap between the labor force participation rate for prime-aged workers (aged 25-54) and its pre-pandemic peak (bottom panel). This will also help to mitigate the current upturn in service sector wage growth, which reached 5.2% at the end of 2021 according to the US Employment Cost Index (Chart 8). When US inflation finally peaks in the next few months – most notably for goods prices and service sector wages – the Fed will be under less pressure to hike rates as aggressively as discounted in current bond market pricing. Reason #3: US Inflation Expectations Have Stabilized Chart 9TIPS Breakevens Are Not Telling The Fed To Be More Aggressive TIPS Breakevens Are Not Telling The Fed To Be More Aggressive TIPS Breakevens Are Not Telling The Fed To Be More Aggressive The Fed always pays a lot of attention to inflation expectations, particularly market-based measures like TIPS breakevens, to assess if its monetary policy stance is appropriate. The current message from breakevens is that the Fed does not have to turn even more hawkish than expected to bring inflation back down to levels consistent with the Fed’s 2% target. The 10-year TIPS breakeven is currently 2.4%, down from a peak of 2.8% and within the 2.3-2.5% range that we deem consistent with the Fed’s inflation target. Inflation expectations are even more subdued on a forward basis, with the 5-year TIPS breakeven, 5-years forward now down to 1.95% (Chart 9). Shorter term TIPS breakevens remain elevated, with the 2-year breakeven at 3.7%. We continue to favor positioning for a narrower 2-year TIPS breakeven spread – realized inflation will soon peak and the New York Fed’s Consumer Expectations survey shows that household inflation expectations for the next three years have already fallen significantly (bottom panel). Lower inflation expectations, both market-based and survey-based, suggest that the Fed can be cautious on the pace of rate hikes after liftoff next month. Reason #4: US Financial Conditions Are Tightening Alongside Cooling US Growth Momentum We have long described the link between financial markets and the Fed’s policy stance as “The Fed Policy Loop.” In this framework, the markets act as a regulator on Fed hawkishness (Chart 10). If the Fed comes across as overly hawkish, risk assets will sell off (lower equity prices, wider corporate credit spreads), the US dollar will appreciate, the US Treasury curve will flatten and market volatility measures like the VIX index will increase. All of those trends act to tighten US financial conditions, threatening a growth slowdown that will force the Fed to back off from its previous hawkish bias. Chart 10The Fed Policy Loop Five Reasons To Tactically Increase US Duration Exposure Now Five Reasons To Tactically Increase US Duration Exposure Now Financial conditions have indeed tightened as markets have priced in more Fed rate hikes in 2022 (Chart 11). Since the start of the year, the S&P 500 is down 9% year-to-date, US investment grade corporate spreads have widened 26bps, the 2-year/10-year US Treasury curve has flattened by 34bps and the VIX index has increased 11 pts. In absolute terms, US financial conditions remain highly stimulative and the risk asset selloff so far poses little threat to US economic growth. However, if the Fed were to deliver all of the rate hikes in 2022 that are currently discounted in the US OIS curve, the market selloff would deepen as investors began to worry about a Fed-engineered economic slowdown. This would lead to a more significant tightening of financial conditions, representing an even bigger risk to US growth. The Fed cannot risk appearing too hawkish too soon, with US growth momentum already showing signs of slowing (Chart 12). The Conference Board US leading economic indicator has stopped accelerating and may be peaking, US business confidence is softening and consumer confidence is very depressed according to the University of Michigan survey. Importantly, high inflation is cited as the main reason for weak consumer confidence, as wage increases have not matched price increases. If realized inflation falls, as we expect, this could actually provide a boost to consumer confidence as households would feel an improvement in real incomes and spending power – a development that could eventually lead to more Fed rate hikes in 2023 if consumer spending improves, especially if inflation stays above the Fed’s 2% target. Chart 11Fed Hawkishness Has Already Tightened Financial Conditions Fed Hawkishness Has Already Tightened Financial Conditions Fed Hawkishness Has Already Tightened Financial Conditions ​​​​​​ Chart 12Not The Best Time For The Fed To Be More Aggressive Not The Best Time For The Fed To Be More Aggressive Not The Best Time For The Fed To Be More Aggressive ​​​​​ For now, however, the risk of a preemptive tightening of financial conditions will ensure that the Fed delivers fewer rate hikes than the market expects this year. Reason #5: Treasury Market Positioning Is Now Very Short Chart 13Reliable Bond Indicators Calling For A Pause In The UST Selloff Reliable Bond Indicators Calling For A Pause In The UST Selloff Reliable Bond Indicators Calling For A Pause In The UST Selloff The final reason to increase US duration exposure now is that Treasury market positioning has become quite short and has become a headwind to higher bond yields and lower bond prices. The JP Morgan fixed income client duration survey shows that bond investors are running duration exposures well below benchmark (Chart 13). Speculators are also running significant short positions in longer-maturity US Treasury futures. This suggests limited selling power in the event of more bond bearish news and increased scope for short-covering in the event of risk-off event – like a shooting war in Ukraine – or surprisingly negative US economic data. On that front, the Citigroup US data surprise index, which is typically highly correlated to the momentum of US Treasury yields, has dipped a bit recently but remains at neutral levels (top panel). A similar measure of neutrality is sent by some of our preferred cyclical bond indicators like the ratio of the CRB raw industrials index to the price of gold – the 10-year yield is now in line with that ratio, which appears to be peaking (middle panel). Investment Conclusions Given the five reasons outlined in this report – too many Fed hikes are now discounted for 2022, US realized inflation should soon peak, inflation expectations have stabilized, financial conditions have started to tighten, and positioning in the Treasury market is now quite short – we decided last week to upgrade our recommended US portfolio duration to neutral from below-benchmark. However, this move is only for a tactical investment horizon. We still see the cyclical backdrop as bond bearish, as Treasury yields do not yet reflect how high US interest rates will rise in the upcoming tightening cycle. The 5-year Treasury yield, 5-years forward is currently at 2.0%. This lies at the low end of the range of estimates of the longer-run neutral fed funds rate (Chart 14) from the New York Fed’s survey of bond market participants (2%) and the median FOMC longer-run interest rate projection from the Fed dots (2.5%). We see the Fed having to lift rates faster than markets expect in 2023 and 2024. US inflation this year is expected to settle at a level above the Fed’s 2% target before picking up again next year alongside renewed tightening of labor market conditions once the remaining supply of excess labor is fully absorbed. Chart 14The Cyclical UST Bear Market Is Not Over Yet The Cyclical UST Bear Market Is Not Over Yet The Cyclical UST Bear Market Is Not Over Yet Chart 15Go Long The Dec/22 SOFR Contract Vs. The Dec/24 Contract Go Long The Dec/22 SOFR Contract Vs. The Dec/24 Contract Go Long The Dec/22 SOFR Contract Vs. The Dec/24 Contract As a way to position for the Fed doing fewer rate hikes than expected in 2022, but more hikes than expected in 2023/24, we are entering a new trade this week – going long the December 2022 3-month SOFR US interest rate futures contract versus a short position in the December 2024 3-month SOFR contract.  The implied interest rate spread on those two contracts has tightened to 25bps (Chart 15). We expect that trend to reverse, however, with the spread increasing as markets eventually move to price out rate hikes in 2022 and price in much more Fed tightening in 2023 and 2024. We will discuss the implications of the shift in our US duration stance for our views on non-US bond markets in next week’s Global Fixed Income Strategy report. Our initial conclusion is that our country allocation recommendations for government bonds will remain unchanged – underweighting the US, UK, and Canada; overweighting core Europe, peripheral Europe, Japan and Australia – but we will also increase duration exposure within most (if not all) countries. As in the US, we also see markets pricing in too many rate hikes in the UK and Canada for 2022 but too few rate hikes over the next two years. On the other hand, markets are pricing in too many rate cumulative hikes over the next 2-3 years in Europe, Australia and Japan (Table 1). Table 1Markets Have Pulled Forward Rate Hikes Everywhere Five Reasons To Tactically Increase US Duration Exposure Now Five Reasons To Tactically Increase US Duration Exposure Now   Robert Robis, CFA Chief Fixed Income Strategist rrobis@bcaresearch.com Footnotes 1      The definitions for the wage cohorts can be found in the footnote of Chart 7. Cyclical Recommendations (6-18 Months) Five Reasons To Tactically Increase US Duration Exposure Now Five Reasons To Tactically Increase US Duration Exposure Now Tactical Overlay Trades

Executive Summary The Market Thinks The Fed Will Be Unable To Raise Rates Much Above 2% The Market Thinks The Fed Will Be Unable To Raise Rates Much Above 2% The Market Thinks The Fed Will Be Unable To Raise Rates Much Above 2% The Fed tightening cycle is likely to proceed in two stages. In the first stage, which is now well anticipated, the Fed will seek to restore its credibility by raising rates to 2% – the lower bound of what it regards as “neutral” – by early next year. The decline in goods inflation over the next 12 months, facilitated by the easing of supply-chain bottlenecks, will allow the Fed to take a break from tightening for most of 2023. Unfortunately, the respite from rate hikes will not last. The neutral rate of interest is around 3%-to-4%, significantly higher than what either the Fed or investors believe. A wage-price spiral will intensify starting in late 2023, setting the stage for the second, and more painful, round of tightening. Trade Inception Level Initiation Date Stop Loss Long June 2023 3-month SOFR futures contract (SFRM3) / December 2024 (SFRZ4) -8 bps Feb 17/2022 -30 bps New Trade: Go short the December 2024 3-month SOFR futures contract versus the June 2023 contract. Investors expect the fed funds rate to be somewhat higher in mid-2023 than at end-2024. They are wrong about that. Bottom Line: The market has priced in the first stage of the Fed’s tightening cycle, which suggests that bond yields will stabilize over the next few quarters. However, the market has not priced in the second stage. Once it starts to do so, the bull market in equities will end. Investors should remain bullish on stocks for now but look to reduce equity exposure by the middle of 2023.   Dear Client, Instead of our regular report next week, we will be sending you a Special Report written by Matt Gertken, BCA Research’s Chief Geopolitical Strategist, discussing Russia’s geopolitical outlook over the long run. I hope you will find it insightful. Best regards, Peter Berezin Chief Global Strategist Who’s the Boss? Who sets interest rates: The economy or the Fed? The answer is both. In the short run, the Fed has complete control over interest rates. In the long run, however, the economy calls the shots. If the Fed sets rates too high, unemployment will rise, forcing the Fed to cut rates. If the Fed sets rates too low, the opposite will happen. Chart 1The Fed's Estimate Of The Neutral Rate Is Still Quite Low By Historical Standards The Fed's Estimate Of The Neutral Rate Is Still Quite Low By Historical Standards The Fed's Estimate Of The Neutral Rate Is Still Quite Low By Historical Standards Thus, over the long haul, it all boils down to where the neutral rate of interest – the interest rate consistent with full employment and stable inflation – happens to be. In the latest Summary of Economic Projections, released on December 15th, 9 out of 17 FOMC participants penciled in 2.5% as their estimate of the appropriate “longer run” level of the federal funds rate. Six participants thought the neutral rate was lower than 2.5%, while two participants thought it was higher (both put down 3%). Back in 2012, when the Fed began publishing its dot plot, the median FOMC participant thought the neutral rate was 4.25%. Investors have revised up their estimate of the neutral rate over the past two months. But at 2.09%, the 5-year/5-year forward bond yield – a widely-used proxy for the neutral rate – is still exceptionally low by historic standards (Chart 1). Desired Savings and Investment Determine the Neutral Rate Chart 2The Savings-Investment Balance Determines The Neutral Rate Of Interest A Two-Stage Fed Tightening Cycle A Two-Stage Fed Tightening Cycle One can think of the neutral rate as the interest rate that equates aggregate demand with aggregate supply at full employment. If interest rates are above neutral, the economy will suffer from inadequate demand; if interest rates are below neutral, the economy will overheat. As Box 1 explains, the difference between aggregate demand and aggregate supply can be expressed as the difference between how much investment an economy needs to undertake and the savings it has at its disposal. Savings can be generated domestically by deferring consumption or imported from abroad via a current account deficit. Anything that reduces savings or raises investment will lead to a higher neutral rate of interest (Chart 2). With this little bit of theory under our belts, let us consider the forces shaping savings and investment in the United States. Desired Savings Are Falling in the US There are at least six reasons to expect desired savings to trend lower in the US over the coming years: Households will spend down their accumulated pandemic savings. US households are sitting on $2.3 trillion (10% of GDP) in excess savings, the result of both decreased spending on services during the pandemic and generous government transfer payments (Chart 3). While some of that money will remain sequestered in bank deposits, much of it will eventually be spent. Household wealth has soared. Personal net worth has risen by 128% of GDP since the start of the pandemic, the largest two-year increase on record (Chart 4). Conservatively assuming that households will spend three cents of every additional dollar in wealth, the resulting wealth effect could boost consumption by 3.8% of GDP. Chart 3Plenty Of Pent-Up Demand Plenty Of Pent-Up Demand Plenty Of Pent-Up Demand Chart 4Net Worth Has Soared Net Worth Has Soared Net Worth Has Soared The household deleveraging cycle is over (Chart 5). Household balance sheets are in good shape. After falling during the initial stages of the pandemic, consumer credit has begun to rebound. Banks are easing lending standards on consumer loans across the board. Corporate profit margins are peaking. As a share of GDP, corporate profits are near record-high levels (Chart 6). Despite a tight labor market, wage growth has failed to keep up with inflation over the past two years. Real wages should recover over time. To the extent that households spend more of their income than businesses, a rising labor share should translate into lower overall savings. Chart 5US Household Deleveraging Pressures Have Abated US Household Deleveraging Pressures Have Abated US Household Deleveraging Pressures Have Abated Chart 6Corporate Profits Are Near Record Highs... But Wage Growth Has Failed To Keep Up Corporate Profits Are Near Record Highs... But Wage Growth Has Failed To Keep Up Corporate Profits Are Near Record Highs... But Wage Growth Has Failed To Keep Up Baby boomers are retiring. Baby boomers are leaving the labor force en masse. They hold over half of US household wealth, considerably more than younger generations (Chart 7). As baby boomers transition from net savers to net dissavers, national savings will decline. Government budget deficits will stay elevated. Fiscal deficits subtract from national savings. While the US budget deficit will come down over the next few years, the IMF estimates that the structural budget deficit will still average 4.9% of GDP between 2022 and 2026 compared to 2.0% of GDP between 2014 and 2019 (Chart 8). Chart 7Baby Boomers Have Amassed A Lot Of Wealth A Two-Stage Fed Tightening Cycle A Two-Stage Fed Tightening Cycle Chart 8Fiscal Policy: Tighter But Not Tight A Two-Stage Fed Tightening Cycle A Two-Stage Fed Tightening Cycle Investment Will Not Decline to Offset the Reduction in Savings A favorite talking point among those who espouse the secular stagnation thesis is that slower trend growth will curb investment demand, leading to an ever-larger savings glut. There are a number of problems with this argument. For one thing, most of the decline in US potential GDP growth has already occurred, implying less need for incremental cuts to investment spending in the future. According to the Congressional Budget Office, real potential GDP growth fell from over 3% in the early 1980s to about 1.9% today, mainly due to slower labor force growth. The CBO expects potential growth to edge down to 1.7% over the next few decades (Chart 9). Moreover, US investment spending has been weaker over the past two decades than one would have expected based on the evolution of trend GDP growth. As a consequence, the average age of both the residential and nonresidential capital stock has risen to the highest level in over 50 years (Chart 10). Chart 9Most Of The Deceleration In US Potential Real GDP Growth Has Already Taken Place Most Of The Deceleration In US Potential Real GDP Growth Has Already Taken Place Most Of The Deceleration In US Potential Real GDP Growth Has Already Taken Place Chart 10The Aging Capital Stock The Aging Capital Stock The Aging Capital Stock As the labor market continues to tighten, firms will devote greater efforts to automating production. Already, core capital goods orders have broken out to the upside (Chart 11). On the housing front, the NAHB reported this week that despite rising mortgage rates, foot traffic and prospective sales remain at exceptionally strong levels (Chart 12). Building permits also surprised on the upside. Chart 11The Outlook For US Capex Is Bright The Outlook For US Capex Is Bright The Outlook For US Capex Is Bright Chart 12Homebuilder Confidence Remains Strong Homebuilder Confidence Remains Strong Homebuilder Confidence Remains Strong Overseas Appetite for US Assets May Wane A larger current account deficit would allow the US to spend more than it earns without the need for higher interest rates to incentivize additional domestic savings. The problem is that the US current account deficit is already quite large, having averaged 3.1% of GDP over the past four quarters. Furthermore, as a result of the accumulation of past current account deficits, external US liabilities now exceed assets by 69% of GDP (Chart 13). It is far from clear that foreigners will want to maintain the current pace of US asset purchases, let alone increase them from current levels. Chart 13The US Has Become Increasingly Indebted To The Rest Of The World The US Has Become Increasingly Indebted To The Rest Of The World The US Has Become Increasingly Indebted To The Rest Of The World The Two-Stage Path to Neutral Chart 14The Market Thinks The Fed Will Be Unable To Raise Rates Much Above 2% The Market Thinks The Fed Will Be Unable To Raise Rates Much Above 2% The Market Thinks The Fed Will Be Unable To Raise Rates Much Above 2% Investors expect the Fed to raise rates seven times by early next year and then stop hiking (and perhaps even start cutting!) in late 2023 and beyond (Chart 14). However, if we are correct that the neutral rate of interest is higher than widely believed, the Fed will eventually need to lift rates to a higher level than what is currently being discounted. It is impossible to be certain what this level is, but a reasonable estimate is somewhere in the range of 3%-to-4%. This is about 100-to-200 basis points above current market pricing. The path to the “new neutral” will not follow a straight line. As we have argued in the past, inflation is likely to evolve in a “two steps up, one step down” fashion. We are presently at the top of those two steps. Inflation will decline over the next 12 months as goods inflation falls sharply and services inflation rises only modestly, before starting to move up again in the second half of 2023. Falling Goods Inflation in 2022 Chart 15Goods Inflation Should Fade Goods Inflation Should Fade Goods Inflation Should Fade Chart 15 shows that the current inflationary episode has been driven by rising goods prices, particularly durable goods. This is highly unusual since goods prices, adjusting for quality improvements, usually trend sideways-to-down over time. As economies continue to reopen, the composition of consumer spending will shift from goods to services. At the same time, supply bottlenecks should abate. The combination of slowing demand and increasing supply will cause goods inflation to tumble. Investors are underestimating the extent to which goods inflation could recede over the remainder of the year as pandemic-related distortions subside. For example, used vehicle prices have jumped by over 50% during the past 18 months (Chart 16). Assuming automobile chip availability improves, we estimate that vehicle-related prices will go from adding 1.6 percentage points to headline inflation at present to subtracting 0.9 points by the end of the year – a swing of 2.5 percentage points (Chart 17). Chart 16AVehicle, Food, And Energy Prices Could All Retreat From Extended Levels (I) Vehicle, Food, And Energy Prices Could All Retreat From Extended Levels (I) Vehicle, Food, And Energy Prices Could All Retreat From Extended Levels (I) Chart 16BVehicle, Food, And Energy Prices Could All Retreat From Extended Levels (II) Vehicle, Food, And Energy Prices Could All Retreat From Extended Levels (II) Vehicle, Food, And Energy Prices Could All Retreat From Extended Levels (II) Chart 17Even If Underlying Core Inflation Does Not Change, Inflation Will Fall This Year As Goods Prices Come Back Down To Earth A Two-Stage Fed Tightening Cycle A Two-Stage Fed Tightening Cycle Along the same lines, we estimate that energy inflation will go from raising inflation by 1.7 points at present to lowering inflation by 0.3 points by the end of the year. This is based on the WTI forward curve, which sees oil prices retreating to $80/bbl by the end of 2022 from $91/bbl today. A normalization in food prices should also help keep a lid on goods inflation. Service Inflation Will Rise Only Modestly in 2022 Could rising service inflation offset the decline in goods inflation this year? It is possible, but we would bet against it. While certain components of the CPI services basket, such as rents, will continue to trend higher, a major increase in service inflation is unlikely unless wages rise more briskly. As Chart 18 underscores, the bulk of recent wage growth has occurred at the bottom end of the income distribution. That is not especially surprising. Whereas employment among medium-and-high wage workers has returned to pre-pandemic levels, employment among low-wage workers is still 6% below where it was in early 2020 (Chart 19). Chart 18The Bulk Of Recent Wage Growth Has Occurred At The Bottom End Of The Income Distribution The Bulk Of Recent Wage Growth Has Occurred At The Bottom End Of The Income Distribution The Bulk Of Recent Wage Growth Has Occurred At The Bottom End Of The Income Distribution Chart 19Employment Among Low-Wage Workers Still Lagging Employment Among Low-Wage Workers Still Lagging Employment Among Low-Wage Workers Still Lagging Chart 20Workers Are Starting To Return To Their Jobs Following The Omicron Wave Workers Are Starting To Return To Their Jobs Following The Omicron Wave Workers Are Starting To Return To Their Jobs Following The Omicron Wave Looking out, labor participation among lower-paid workers will recover now that enhanced unemployment benefits have expired. A decline in the number of life-threatening Covid cases should also help bring back many lower-paid service workers. According to the Census Bureau’s Household Pulse Survey, a record 8.7 million employees were absent from work in the middle of January either because they were sick or looking after someone with Covid symptoms. Consistent with declining case counts, February data show that fewer employees have been absent from work (Chart 20). Predicting Wage-Price Spirals: The Role of Expectations A classic wage-price spiral is one where self-fulfilling expectations of rising prices prompt workers to demand higher wages. Rising wages, in turn, force firms to lift prices in order to protect profit margins, thus validating workers’ expectations of higher prices. For the time being, such a relentless feedback loop has yet to emerge. Market-based measures of long-term inflation expectations have actually fallen since October and remain below the Fed’s comfort zone (Chart 21). Survey-based measures have moved up, but not by much (Chart 22). To the extent that US households are reluctant to buy a new vehicle, it is because they expect prices to decline (Chart 23). Chart 21Market-Based Expectations Remain Below The Fed's Comfort Zone Market-Based Expectations Remain Below The Fed's Comfort Zone Market-Based Expectations Remain Below The Fed's Comfort Zone Chart 22Survey-Based Measures Of Long-Term Inflation Expectations Have Ticked Up, But Not By Much Survey-Based Measures Of Long-Term Inflation Expectations Have Ticked Up, But Not By Much Survey-Based Measures Of Long-Term Inflation Expectations Have Ticked Up, But Not By Much Still, if it turns out that the neutral rate of interest is higher than widely believed, then monetary policy must also be more stimulative than widely believed. This raises the odds that, at some point, the economy will overheat and a wage-price spiral will develop. It is impossible to definitively say when that point will arrive. Inflationary processes tend to be highly non-linear: The labor market can tighten for a long time without this having much impact on inflation, only for inflation to surge once the unemployment rate has fallen below a critical threshold. The Sixties as a Template for Today? The sudden jump in inflation in the 1960s offers an interesting example. The unemployment rate in the US fell to NAIRU in 1962. However, it was not until 1966, when the unemployment rate had already fallen nearly two percentage points below NAIRU, that inflation finally took off. Within the span of ten months, both wage growth and inflation more than doubled. US inflation would end up finishing the decade at 6%, setting the stage for the stagflationary 1970s (Chart 24). Chart 23The Expectation of Lower Prices Is Keeping Many People From Buying A Car The Expectation of Lower Prices Is Keeping Many People From Buying A Car The Expectation of Lower Prices Is Keeping Many People From Buying A Car Chart 24Inflation Started Accelerating Quickly Only When Unemployment Reached Very Low Levels In The 1960s Inflation Started Accelerating Quickly Only When Unemployment Reached Very Low Levels In The 1960s Inflation Started Accelerating Quickly Only When Unemployment Reached Very Low Levels In The 1960s Our guess is that we are closer to 1964 than 1966, implying that the US economy may still need to overheat for another one or two years before a true wage-price spiral emerges. When the second wave of inflation does begin, however, investors will find themselves in a world of pain. Stay overweight stocks for now but look to reduce equity exposure by the middle of next year. This Week’s Trade Idea Given our expectation that inflation will come down sharply in 2022 before beginning to rise again in late 2023 and into 2024, we recommend shorting the December 2024 3-month SOFR futures contract versus the June 2023 contract. Current market pricing provides an attractive entry point for the trade, with the implied interest rate for the June 2023 contract 8 bps higher than that of the December 2024 contract. We expect the interest rate spread to eventually widen substantially in favor of higher rates (lower futures contract prices) in 2024. Box 1The Neutral Rate Through The Lens Of The Savings-Investment Balance A Two-Stage Fed Tightening Cycle A Two-Stage Fed Tightening Cycle Peter Berezin Chief Global Strategist peterb@bcaresearch.com   Global Investment Strategy View Matrix A Two-Stage Fed Tightening Cycle A Two-Stage Fed Tightening Cycle Special Trade Recommendations Current MacroQuant Model Scores A Two-Stage Fed Tightening Cycle A Two-Stage Fed Tightening Cycle

Dear Client, This week, the US Bond Strategy service is hosting its Quarterly Webcast (February 15 at 10:00 AM EST, 15:00 PM GMT, 16:00 PM CET). In addition, we are sending this Quarterly Chartpack that provides a recap of our key recommendations and some charts related to those recommendations and other areas of interest for US bond investors. Please tune in to the Webcast and browse the Chartpack at your leisure, and do let us know if you have any questions or other feedback. To view the Quarterly Chartpack PDF please click here. Best regards, Ryan Swift, US Bond Strategist

Highlights Chart 1Most Sectors Have Fully Recovered Most Sectors Have Fully Recovered Most Sectors Have Fully Recovered Last week’s January employment report shocked markets by showing much greater job gains than had been anticipated. More important than the headline number, however, were the revisions to prior months that reveal a much different picture of the post-COVID labor market. In overall terms, the revised data show that employment is still significantly below where it was prior to the pandemic. Specifically, the economy is still missing about 2.9 million jobs. However, the data now reveal that more than 60% of the missing jobs come from the Leisure & Hospitality sector and that the Health Care and State & Local Government sectors account for the rest. In other words, except for the few sectors that have been most impacted by the pandemic, the US labor market has made a full recovery (Chart 1). The new data justify the Fed’s recent push toward tightening. This is because there is no longer any evidence of labor market slack beyond what we see in the select few close-contact service industries that have been most impacted by COVID. Investors should maintain below-benchmark portfolio duration as the Fed moves toward rate hikes. Feature Table 1Recommended Portfolio Specification The COVID Labor Market The COVID Labor Market Table 2Fixed Income Sector Performance The COVID Labor Market The COVID Labor Market Investment Grade: Neutral Chart 2Investment Grade Market Overview Investment Grade Market Overview Investment Grade Market Overview Investment grade corporate bonds underperformed the duration-equivalent Treasury index by 115 basis points in January. The index option-adjusted spread widened 14 bps on the month to reach 108 bps, and our quality-adjusted 12-month breakeven spread moved up to its 15th percentile since 1995 (Chart 2). This indicates that, despite the recent selloff, corporate bonds remain expensive. We discussed the intermediate-term outlook for corporate bonds in a recent report.1  Specifically, we analyzed the performance of both investment grade and high-yield corporate bonds during previous Fed tightening cycles. Our conclusion is that it will soon be appropriate to reduce our cyclical exposure to corporate credit. For investment grade corporates, this will mean reducing our recommended allocation from neutral (3 out of 5) to underweight (2 out of 5). Our analysis of past cycles suggests that the slope of the yield curve is a critical indicator of corporate bond performance. Excess corporate bond returns are generally strong when the 3-year/10-year Treasury slope is above 50 bps but take a step down when the slope shifts into a range of 0 – 50 bps. The 3/10 slope has just recently dipped below 50 bps (bottom panel). Though our fair value estimates can’t rule out a near-term bounce back above 50 bps, this will become less and less likely as Fed rate hikes approach. We maintain our current recommended allocation for now but expect to downgrade within the next few weeks. Table 3ACorporate Sector Relative Valuation And Recommended Allocation* The COVID Labor Market The COVID Labor Market Table 3BCorporate Sector Risk Vs. Reward* The COVID Labor Market The COVID Labor Market High-Yield: Overweight Chart 3High-Yield Market Overview High-Yield Market Overview High-Yield Market Overview High-Yield underperformed the duration-equivalent Treasury index by 158 basis points in January. The index option-adjusted spread widened 59 bps in January to reach 342 bps. The 12-month spread-implied default rate – the default rate that is priced into the junk index assuming a 40% recovery rate on defaulted debt and an excess spread of 100 bps – also moved up to 4% (Chart 3). The odds are good that defaults will come in below 4% during the next 12 months, which should coincide with the outperformance of high-yield bonds versus Treasuries. For context, the high-yield default rate came in at 1.24% in 2021 and we showed in a recent report that corporate balance sheets are in excellent shape.2 Specifically, we noted that the ratio of total debt to net worth for the nonfinancial corporate sector has fallen to 41%, the lowest ratio since 2010 (bottom panel). While high-yield valuations are more favorable than for investment grade, the bonds will still have to contend with a more challenging monetary environment this year as the Fed lifts rates and the yield curve flattens. For this reason, we expect to reduce our recommended allocation to high-yield corporates in the coming weeks – from overweight (4 out of 5) to neutral (3 out of 5) – though we will retain our preference for high-yield over investment grade. MBS: Underweight Chart 4MBS Market Overview MBS Market Overview MBS Market Overview Mortgage-Backed Securities underperformed the duration-equivalent Treasury index by 12 basis points in January. The zero-volatility spread for conventional 30-year agency MBS tightened 7 bps on the month, split between a 17 bps tightening of the option-adjusted spread (OAS) and a 10 bps increase in the compensation for prepayment risk (option cost) (Chart 4). We wrote in a recent report that MBS’ poor performance in 2021 was attributable to an option cost that was too low relative to the pace of mortgage refinancings, noting that the MBA Refinance Index was slow to fall in 2021 despite the back-up in yields.3 This valuation picture is starting to change. The option cost is now up to 36 bps, its highest level since March 2020, and refi activity is slowing as the Fed moves toward rate hikes. At 23 bps, the index OAS remains unattractive. However, the elevated option cost raises the possibility that the OAS may be over-estimating the pace of mortgage refinancings for the first time in a while. If these trends continue, it may soon make sense to increase exposure to agency MBS. We continue to recommend an up-in-coupon bias within an overall underweight allocation to MBS. Higher coupon MBS exhibit more attractive option-adjusted spreads and higher convexity than lower coupon MBS. This makes high-coupon MBS (4%, 4.5%) more likely to outperform low-coupon MBS (2%, 2.5%, 3%) in an environment where bond yields are flat or rising (bottom panel). Emerging Market Bonds (USD): Overweight Chart 5Emerging Markets Overview Emerging Markets Overview Emerging Markets Overview This week we officially initiate coverage of USD-denominated Emerging Market (EM) bonds. To start, we will focus on investment grade rated Sovereigns, Corporates and Quasi-Sovereigns. We plan to expand our coverage to include high-yield in the coming months. This EM section replaces the previous Government-Related section in our monthly summary. We will continue to cover Government-Related securities from time to time, but that sub-index will no longer be regularly included in our recommended portfolio allocation. Emerging Market bonds underperformed the duration-equivalent Treasury index by 88 basis points in January. EM Sovereigns underperformed the Treasury benchmark by 134 bps on the month and the EM Corporate & Quasi-Sovereign Index underperformed by 58 bps. After strong relative performance in the back-half of 2021, the EM Sovereign index eked out just 4 bps of outperformance versus the duration-equivalent US corporate bond index in January (Chart 5). Meanwhile, the EM Corporate & Quasi-Sovereign index outperformed the duration-matched US corporate index by 24 bps on the month. Yield differentials for EM sovereigns and corporates remain attractive relative to US corporates (panel 4). Additionally, EM currencies are hanging in there versus the dollar even as the Fed moves toward tightening (bottom panel). We recommend an overweight allocation to USD-denominated EM bonds in US bond portfolios, and we maintain our preference for EM sovereign and corporate bonds relative to US corporates with the same credit rating and duration. Municipal Bonds: Maximum  Overweight Chart 6Municipal Market Overview Municipal Market Overview Municipal Market Overview Municipal bonds underperformed the duration-equivalent Treasury index by 121 basis points in January (before adjusting for the tax advantage). The economic and policy back-drop remains favorable for municipal bond performance. Trailing 4-quarter net state & local government savings are incredibly high (Chart 6) and 2021’s federal spending splurge will support state & local government coffers for some time. A recent report showed that the average duration of municipal bond indexes has fallen significantly during the past few decades, a trend that has implications for how we should perceive municipal bond valuations.4 Specifically, the trend makes municipal bonds more attractive relative to both Treasury securities and investment grade corporates. Long-maturity bonds are especially compelling. We calculate that 12-17 year maturity Revenue munis offer a breakeven tax rate of 14% relative to credit rating and duration matched US corporate bonds. 12-17 year General Obligation Munis offer a breakeven tax rate of 19% versus corporates (panel 2). High-yield muni spreads are reasonably attractive compared to high-yield corporates (panel 4), but we recommend only a neutral allocation to high-yield munis versus high-yield corporates. The deep negative convexity of high-yield munis makes them susceptible to extension risk as bond yields rise. Treasury Curve: Buy 2-Year Bullet Versus Cash/10 Barbell Chart 7Treasury Yield Curve Overview Treasury Yield Curve Overview Treasury Yield Curve Overview The Treasury curve bear-flattened dramatically in January, and yields continued their sharp rise through the first week of February – though in a more parallel fashion. All in all, the 2-year/10-year Treasury slope has flattened 17 bps since the end of December, bringing it to 62 bps. The 5-year/30-year slope has flattened 19 bps since the end of December, bringing it to 45 bps. The aggressive flattening of the curve has occurred alongside the Fed’s increased near-term hawkishness. Our 12-month discounter has risen from 77 bps at the end of last year to 149 bps today (Chart 7). In other words, the market has gone from anticipating just over three 25 basis point rate hikes during the next 12 months to nearly six! Last week’s report argued that the most recent move to discount more than four 25 basis point rate hikes in 2022 is overdone.5  We contend that tightening financial conditions and falling inflation expectations will cause the Fed to moderate its pace of rate hikes in the second half of this year. We still see the Fed lifting rates three or four times in 2022, but this is now significantly below what’s priced in the market. Given our view, we recommend a position long the 2-year Treasury note versus a barbell consisting of cash and the 10-year note. This trade will profit as a more moderate expected pace of near-term rate hikes limits the upward pressure on the 2-year yield. TIPS: Neutral Chart 8TIPS Market Overview TIPS Market Overview TIPS Market Overview TIPS underperformed the duration-equivalent nominal Treasury index by 23 basis points in January. The 10-year TIPS breakeven inflation rate has declined by 16 bps since the end of December while the 2-year TIPS breakeven inflation rate has fallen by 1 bp. The 10-year and 2-year rates currently sit at 2.43% and 3.21%, respectively. The Fed’s preferred 5-year/5-year forward TIPS breakeven inflation rate is down 22 bps since the end of December. It currently sits at 2.05%, below the Fed’s 2.3% - 2.5% target range. Our valuation indicator shows that 10-year TIPS are slightly expensive compared to 10-year nominal Treasuries (Chart 8), and we retain a neutral allocation to TIPS versus nominals at the long-end of the curve. We acknowledge the risk that a prolonged period of high inflation could lead to a break-out in long-dated TIPS breakevens, but this now looks less likely given how the market has reacted to the Fed’s increasing hawkishness. We see better trading opportunities at the front-end of the TIPS curve where the 2-year TIPS breakeven inflation rate remains well above the Fed’s target range (panel 4). Short-maturity breakevens are more sensitive to swings in CPI than those at the long end. Therefore, the 2-year TIPS breakeven inflation rate has considerable downside during the next 6-12 months, assuming inflation moderates as we expect. We recommend an underweight allocation to TIPS versus nominals at the front-end of the curve. Given our view that CPI inflation will be lower in 6-12 months, we recommend shorting 2-year TIPS outright, positioning in 2/10 TIPS breakeven inflation curve steepeners (bottom panel) and 2/10 TIPS (real) yield curve flatteners. ABS: Overweight Chart 9ABS Market Overview ABS Market Overview ABS Market Overview Asset-Backed Securities outperformed the duration-equivalent Treasury index by 20 basis points in January. Aaa-rated ABS outperformed by 19 bps on the month and non-Aaa ABS outperformed by 20 bps. During the past two years, substantial federal government support for household incomes has caused US households to build up an extremely large buffer of excess savings. During this period, many households have used their windfalls to pay down consumer debt and credit card debt levels have fallen to well below pre-COVID levels (Chart 9). Though consumer credit growth has rebounded, debt levels are still low. This indicates that the collateral quality backing consumer ABS remains exceptionally strong. Investors should remain overweight consumer ABS and should take advantage of the high quality of household balance sheets by moving down the quality spectrum, favoring non-Aaa rated securities over Aaa-rated ones.       Non-Agency CMBS: Neutral Chart 10CMBS Market Overview CMBS Market Overview CMBS Market Overview Non-Agency Commercial Mortgage-Backed Securities underperformed the duration-equivalent Treasury index by 3 basis points in January. Aaa Non-Agency CMBS underperformed Treasuries by 3 bps in January, but non-Aaa Non-Agency CMBS outperformed by 2 bps (Chart 10). Though returns have been strong and spreads remain relatively wide, particularly for lower-rated CMBS, we continue to recommend only a neutral allocation to the sector because of the structurally challenging environment for commercial real estate. Agency CMBS: Overweight Agency CMBS outperformed the duration-equivalent Treasury index by 3 basis points in January. The average index option-adjusted spread tightened 1 bp on the month. It currently sits at 36 bps (bottom panel). Though Agency CMBS spreads have recovered to well below their pre-COVID levels, they still look attractive compared to other similarly risky spread products. Stay overweight.     Appendix A: Butterfly Strategy Valuations The following tables present the current read-outs from our butterfly spread models. We use these models to identify opportunities to take duration-neutral positions across the Treasury curve. The following two Special Reports explain the models in more detail: US Bond Strategy Special Report, “Bullets, Barbells And Butterflies”, dated July 25, 2017, available at usbs.bcaresearch.com US Bond Strategy Special Report, “More Bullets, Barbells And Butterflies”, dated May 15, 2018, available at usbs.bcaresearch.com Table 4 shows the raw residuals from each model. A positive value indicates that the bullet is cheap relative to the duration-matched barbell. A negative value indicates that the barbell is cheap relative to the bullet. Table 4Butterfly Strategy Valuation: Raw Residuals In Basis Points (As Of January 31, 2022) The COVID Labor Market The COVID Labor Market Table 5 scales the raw residuals in Table 4 by their historical means and standard deviations. This facilitates comparison between the different butterfly spreads. Table 5Butterfly Strategy Valuation: Standardized Residuals (As Of January 31, 2022) The COVID Labor Market The COVID Labor Market Table 6 flips the models on their heads. It shows the change in the slope between the two barbell maturities that must be realized during the next six months to make returns between the bullet and barbell equal. For example, a reading of -53 bps in the 5 over 2/10 cell means that we would expect the 5-year to outperform the 2/10 if the 2/10 slope flattens by less than 53 bps during the next six months. Otherwise, we would expect the 2/10 barbell to outperform the 5-year bullet. Table 6Discounted Slope Change During Next 6 Months (BPs) The COVID Labor Market The COVID Labor Market Appendix B: Excess Return Bond Map The Excess Return Bond Map is used to assess the relative risk/reward trade-off between different sectors of the US bond market. It is a purely computational exercise and does not impose any macroeconomic view. The Map’s vertical axis shows 12-month expected excess returns. These are proxied by each sector’s option-adjusted spread. Sectors plotting further toward the top of the Map have higher expected returns and vice-versa. Our novel risk measure called the “Risk Of Losing 100 bps” is shown on the Map’s horizontal axis. To calculate it, we first compute the spread widening required on a 12-month horizon for each sector to lose 100 bps or more relative to a duration-matched position in Treasury securities. Then, we divide that amount of spread widening by each sector’s historical spread volatility. The end result is the number of standard deviations of 12-month spread widening required for each sector to lose 100 bps or more versus a position in Treasuries. Lower risk sectors plot further to the right of the Map, and higher risk sectors plot further to the left. Chart 11Excess Return Bond Map (As Of January 31, 2022) The COVID Labor Market The COVID Labor Market Recommended Portfolio Specification The COVID Labor Market The COVID Labor Market Other Recommendations The COVID Labor Market The COVID Labor Market Ryan Swift US Bond Strategist rswift@bcaresearch.com    Footnotes 1 Please see US Bond Strategy Weekly Report, “Positioning For Rate Hikes In The Corporate Bond Market”, dated January 25, 2022. 2 Please see US Bond Strategy Weekly Report, “The Fed’s Inflation Problem”, dated November 23, 2021. 3 Please see US Bond Strategy Weekly Report, “The Omicron Impact”, dated November 30, 2021. 4 Please see US Bond Strategy Weekly Report, “The Best & Worst Spots On The Yield Curve”, dated October 26, 2021. 5 Please see US Bond Strategy Weekly Report, “The Best Laid Plans”, dated February 1, 2022.

BCA Research is proud to announce a new feature to help clients get the most out of our research: an Executive Summary cover page on each of the BCA Research Reports. We created these summaries to help you quickly capture the main points of each report through an at-a-glance read of key insights, chart of the day, investment recommendations and a bottom line. For a deeper analysis, you may refer to the full BCA Research Report. Executive Summary China’s Property Bust To Dwarf Japan’s China Geopolitical Outlook 2022 China Geopolitical Outlook 2022 China’s confluence of internal and external risks will continue to weigh on markets in 2022. Internally China’s property sector turmoil is one important indication of a challenging economic transition. The Xi administration will clinch another term but sociopolitical risks are underrated. Externally China faces economic and strategic pressure from the US and its allies. The US is distracted with other issues in 2022 but US-China confrontation will revive beyond that. China will strengthen relations with Russia and Iran, though it will not encourage belligerence. It needs their help to execute its Eurasian strategy to bypass US naval dominance and improve its supply security over the long run. China will ease monetary and fiscal policies in 2022 but it has no interest in a massive stimulus. Policy easing will be frontloaded in the first half of the year. Featured Trade: Strategically stay short the renminbi versus an equal-weighted basket of the dollar and the euro. Stay short TWD-USD as well. Recommendation INCEPTION Date Return SHORT TWD / USD 2020-06-11 0.5% SHORT CNY / EQUAL-WEIGHTED BASKET OF EURO AND USD 2021-06-21 -3.9% Bottom Line: Beijing is easing policy to secure the post-pandemic recovery, which is positive for global growth and cyclical financial assets. But structural headwinds will still weigh on Chinese assets in 2022. China’s Historic Confluence Of Risks Global investors continue to clash over China’s outlook. Ray Dalio, founder of Bridgewater Associates, recently praised China’s “Common Prosperity” plan and argued that the US and “a lot of other countries” need to launch similar campaigns of wealth redistribution. He warned about the US’s 2024 elections and dismissed accusations of human rights abuses by saying that China’s government is a “strict parent.”1 By contrast George Soros, founder of the Open Society Foundations, recently warned against investing in China’s autocratic government and troubled property market. He predicted that General Secretary Xi Jinping would fail to secure another ten years in power in the Communist Party’s upcoming political reshuffle.2 Geopolitics can bring perspective to the debate: China is experiencing a historic confluence of internal (political) and external (geopolitical) risk, unlike anything since its reform era began in 1979. At home it is struggling with the Covid-19 pandemic and a difficult economic transition that began with the Great Recession of 2008-09. Abroad it faces rising supply insecurity and an increase in strategic pressure from the United States and its allies. The implication is that the 2020s will be an even rockier decade than the 2010s. In the face of these risks the Chinese Communist Party is using the power of the state to increase support for the economy and then repress any other sources of instability. Strict “zero Covid” policies will be maintained for political reasons as much as public health reasons. Arbitrary punitive measures will put pressure on the business elite and foreigners. The geopolitical outlook is negative over the long run but it will not worsen dramatically in 2022 given America’s preoccupation with Russia, Iran, and midterm elections. Bottom Line: Global investor sentiment toward China will remain pessimistic for most of the year – but it will turn more optimistic toward foreign markets, especially emerging markets, that sell into China. China’s Internal Risks Chart 1China's Demographic Cliff China's Demographic Cliff China's Demographic Cliff By the end of 2021, China accounted for 17.7% of global economic output and 12.1% of global imports. However, the secular slowdown in economic growth threatens to generate opposition to the single-party regime, forcing the Communist Party to seek a new base of political legitimacy. Most countries saw a drop in fertility rates in the third quarter of the twentieth century but China’s “one child policy” created a demographic cliff (Chart 1). At first this generated savings needed for national development. But now it leaves China with excess capacity and insufficient household demand. Across the region, falling fertility rates have led to falling potential growth and falling rates of inflation. Excess savings increased production relative to consumption and drove down the rate of interest. The shift toward debt monetization in the US and Japan, in the post-pandemic context, is now threatening this trend with a spike in inflation. China is also monetizing debt after a decade of deflationary fears. But it remains to be seen whether inflation is sustainable when fertility remains below the replacement rate over the long run, as is projected for China as well as its neighbors (Chart 2). China’s domestic situation is fundamentally deflationary as a result of chronic over-investment over the past 40 years. China’s gross fixed capital formation stands at 43% of GDP, well above the historic trend of other major countries for the past 30 years (Chart 3). Chart 2Will Inflation Decouple From Falling Fertility? Will Inflation Decouple From Falling Fertility? Will Inflation Decouple From Falling Fertility? ​​​​​​ Chart 3Over-Investment Is Deflationary, Not Inflationary China Geopolitical Outlook 2022 China Geopolitical Outlook 2022 Like other countries, China financed this buildup of fixed capital by means of debt, especially state-owned corporate debt. While building a vast infrastructure network and property sector, it also built a vast speculative bubble as investors lacked investment options outside of real estate. The growth in property prices has tracked the growth in private non-financial sector debt. The downside is that if property prices fall, debt holders will begin a long and painful process of deleveraging, just like Japan in the 1990s and 2000s. Japan only managed to reverse the drop in corporate investment in the 2010s via debt monetization (Chart 4). Chart 4Japan’s Property Bust Coincided With Debt Deleveraging China Geopolitical Outlook 2022 China Geopolitical Outlook 2022 ​​​​​​ Chart 5China's Debt Growth Halts China's Debt Growth Halts China's Debt Growth Halts Looking at the different measures of Chinese debt, it is likely that deleveraging has begun. Total debt, public and private, peaked and rolled over in 2020 at 290% of GDP. Corporate debt has peaked twice, in 2015 and again in 2020 at around 160% of GDP. Even households are taking on less debt, having gone on a binge over the past decade (Chart 5). In short China is following the Japanese and East Asian growth model: the stark drop in fertility and rise in savings created a huge manufacturing workshop and a highly valued property sector, albeit at the cost of enormous private and considerable public debt. If the private sector’s psychology continues to shift in favor of deleveraging, then the government will be forced to take on greater expenses and fund them through public borrowing to sustain aggregate demand, maximum employment, and social stability. The central bank will be forced to keep rates low to prevent interest rates from rising and stunting growth. China’s policymakers are stuck between a rock and a hard place. New regulations aimed at controlling the property bubble (the “three red lines”) precipitated distress across the sector, emblematized by the failure of the world’s most indebted property developer, Evergrande. Other property developers are looking to raise cash and stay solvent. Property prices peaked in 2015-16 and are now dropping, with third-tier cities on the verge of deflation (Chart 6). Chart 6China's Property Crisis Weighs On Construction China's Property Crisis Weighs On Construction China's Property Crisis Weighs On Construction As the property bubble tops out, Chinese policymakers are looking for new sources of productivity and growth. Chart 7Productivity In Decline China Geopolitical Outlook 2022 China Geopolitical Outlook 2022 ​​​​​​ Productivity growth is subsiding after the export and property boom earlier in the decade, in keeping with that of other Asian economies. And sporadic initiatives to improve governance, market pricing, science, and technology have not succeeded in lifting total factor productivity (Chart 7). The initial goal of the Xi administration’s reforms, to rebalance the economy away from manufacturing toward services, has stumbled and will continue to face headwinds from the financial and real estate sectors that powered much of the recent growth in services (Chart 8). Chart 8China’s Structural Transition Falters China Geopolitical Outlook 2022 China Geopolitical Outlook 2022 Indeed the Communist Party is rediscovering the value of export-manufacturing in the wake of the pandemic, which led to a surge in durable goods orders as global consumers cut back on services and businesses initiated a new cycle of capital expenditures (Chart 9). The party encouraged the workforce to shift out of manufacturing over the past decade but is now rethinking that strategy in the face of the politically disruptive consequences of deindustrialization in the US and UK – such that the state can be expected to recommit to supporting manufacturing going forward (Chart 10). Policymakers are emphasizing economic self-sufficiency and “dual circulation” (import substitution) as solutions to the latent socioeconomic and political threat posed by disillusioned former manufacturing workers. Chart 9China Turns Back To Exports China Turns Back To Exports China Turns Back To Exports ​​​​​​ Chart 10De-Industrialization Will Be Halted De-Industrialization Will Be Halted De-Industrialization Will Be Halted Even beyond ex-manufacturing workers, the country’s economic transition risks generating social instability. The middle class, defined as those who consume from $10 to $50 per day in purchasing power parity terms, now stands at 55% of total population, comparable to where it stood when populist and anti-populist political transformations occurred in Turkey, Thailand, and Brazil (Chart 11). China’s middle class may not be willing or able to intervene into the political process, but the government is still concerned about the long-term potential for discontent. Otherwise it would not have launched anti-corruption, anti-pollution, and anti-industrial measures in recent years. These measures vary in effectiveness but they all share the intention to boost the government’s legitimacy through social improvements and thus fall in line with the new mantra of “common prosperity.” For decades the ruling party claimed that the “principle contradiction” in society arose from a failure to meet the people’s “material needs,” but beginning in 2021 it emphasized that the principle contradiction is the people’s need for a “better life.” Real wages continue to grow but the pace of growth has downshifted from previous decades. The bigger problem is the stark rise in inequality, here proxied by skyrocketing housing prices. Hong Kong’s inequality erupted into social unrest in recent years even though it has a much higher level of GDP per capita than mainland China (Chart 12). In major cities on the mainland, housing prices have outpaced disposable income over the past two decades. Youth unemployment also concerns the authorities. Chart 11Social Instability A Genuine Risk China Geopolitical Outlook 2022 China Geopolitical Outlook 2022 Bottom Line: The Chinese regime faces historic social and political challenges as a result of a difficult structural economic transition. The ongoing emphasis on “common prosperity” reveals the regime’s fear of social instability. The underlying tendency is deflationary, though Beijing’s use of debt monetization introduces a long-term inflationary risk that should be monitored. Chart 12Causes Of Hong Kong Unrest Also Present In China Causes Of Hong Kong Unrest Also Present In China Causes Of Hong Kong Unrest Also Present In China ​​​​​​ China’s External Risks Geopolitically speaking, China’s greatest challenge throughout history has been maintaining domestic stability. Because China is hemmed in by islands that superior foreign powers have often used as naval bases, it is isolated as if it is a landlocked state. A stark north-south division within its internal geography and society creates inherent political tension, while buffer regions are difficult to control. Hence foreign powers can meddle with internal affairs, undermine unity and territorial integrity, and exploit China’s large labor force and market. However, in the twenty-first century China has the potential to project power outward – as long as it can maintain internal stability. Power projection is increasingly necessary because China’s economy increasingly depends on imports of energy, leaving it vulnerable to western maritime powers (Chart 13). Beijing’s conversion of economic into military might has also created frictions with neighbors and aroused the antagonism of the United States, which increasingly seeks to maintain the strategic anchor in the western Pacific that it won in World War II. Chart 13Import Dependency A Strategic Security Threat Import Dependency A Strategic Security Threat Import Dependency A Strategic Security Threat As China’s influence expands into East Asia and the rest of Asia, conflicts with the US and its allies are increasingly likely, especially over critical sea lines of communication, including the Taiwan Strait. China’s reinforcement of its manufacturing prowess will also provoke the United States, while the US’s erratic attempts to retain its strategic position in Asia Pacific will threaten to contain China. Yet the US cannot concentrate exclusively on countering China – it is distracted by internal politics and confrontations with Russia and Iran, especially in 2022. China will strengthen relations with Russia and Iran. As an energy importer, China would prefer that neither Russia nor Iran take belligerent actions that cause a global energy shock. But both Moscow and Tehran are essential to China’s Eurasian strategy of bypassing American naval dominance to reduce its supply insecurity. And yet, in 2022 specifically, the US and China are both concerned about maintaining positive domestic political dynamics due to the midterm elections and twentieth national party congress. This includes a desire to reduce inflation. Hence both would prefer diplomacy over trade war, with regard to each other, and over real war, with regard to Ukraine and Iran. So there is a temporary overlap in interests that will discourage immediate confrontation. China might offer limited cooperation on Iranian or North Korean nuclear and missile talks. But the same domestic political dynamics prevent a significant improvement in US-China relations, as neither side will grant trade concessions in 2022, and the underlying strategic tensions will revive over the medium and long run. Bottom Line: China faces historic external risks stemming from import dependency and conflict with the United States. In the short run, the US conflicts with Russia and Iran might lead to energy shocks that harm China’s economy. Japan never recovered its rapid growth rates after the 1973 Arab oil embargo. In the long run, while Washington has little interest in fighting a war with China, its strategic competition will focus on galvanizing allies to penalize China’s economy and to substitute away from China, in favor of India and ASEAN. China’s Macro Policy In 2022: Going “All In” For Stability In last year’s China Geopolitical Outlook, we maintained our underweight position on Chinese equities and warned that Beijing’s policy tightening posed a significant risk to global cyclical assets – and yet we concluded that policymakers would avoid overtightening policy to the extent of spoiling the global recovery. This view prevailed over the course of 2021. Policymakers tightened monetary and fiscal policy in the first half of the year, then started loosening up in the summer. Chinese equities crashed but global equities powered through the year. In December 2020, at the Central Economic Work Conference, policymakers stated that China would “maintain necessary policy support for economic recovery and avoid sharp turns in policy” in 2021. In the event they did the minimal necessary, though they did avoid sharp turns. For 2022, the key word is “stability.” At the Central Economic Work Conference last month, the final communique mentioned “stability” or “stabilize” 25 times (Table 1). Hence the main objective of Chinese policymakers this year is to prioritize both economic and social stability ahead of the twentieth national party congress. Authorities will avoid last year’s tight policies. Table 1Key Chinese Policy Guidance 2021-22 China Geopolitical Outlook 2022 China Geopolitical Outlook 2022 China’s quarterly GDP growth slipped to just 4% in Q4 2021, from rapid recovery growth of 18.3% in Q1 2021. Considering the low base effect of 2020, the average growth of 2020 and 2021 ranged from 5-5.5% (Chart 14). This growth rate is in line with the pre-pandemic trajectory of 2015-2019. In Jan 2022, the IMF cut China’s 2022 growth forecast to 4.8%, while the World Bank lowered its forecasts to 5.1%. Considering the two-year average growth and government’s goal of “all in for stability,” we see an implicit GDP target of 5-5.5%. Chart 14Breakdown Of China’s GDP Growth China Geopolitical Outlook 2022 China Geopolitical Outlook 2022 Does this target matter? Although China stopped announcing explicit GDP growth targets, understanding the implicit target helps investors predict the turning point in macro policy. Due to robust global demand, net exports are now making a sizable contribution to GDP growth. However, due to the high base effect of 2021, there is limited room for exports to grow in 2022. Hence economic growth has to rely on final consumption expenditure and gross capital formation. Yet as a result of policy tightening, gross capital formation’s contribution to GDP has decreased significantly, from positive in H1 2021 to a rare negative contribution to GDP in the second half. At the same time, the contribution from final consumption expenditure also slipped over the course of 2021, due to worsening Covid conditions, one of the three pressures stated by the government. What does that mean? It means that loosening up macro policies is the pre-condition for stabilizing growth and the economy. Just like the officials said (see Table 1), the Chinese economy is “facing triple pressure from demand contraction, supply shocks, and weakening expectations,” so that “all sides need to take the initiative and launch policies conducive to economic stability.” Bottom Line: It is reasonable to expect accommodative fiscal and monetary policies in 2022, at least until the party congress ends. In fact, authorities have already started to make these adjustments since Q4 2021. China Avoids Monetary Overtightening Credit growth can be seen as an indicator for gross capital formation. In the second half of 2021, China’s total social financing (total private credit) growth plunged below 12% (Chart 15), the threshold we identified for determining whether authorities overtightened policy. Correspondingly, gross capital formation’s contribution to GDP dropped into the negative zone (see Chart 14 above). However, money growth did not dip below the threshold, and authorities are now trying to boost credit growth. Starting from December 2021, the market has seen marginally positive news out of the People’s Bank of China: December 15, 2021: The PBOC conducted its second reserve requirement ratio (RRR) cut in 2021. The 50 bps cut was expected to release $188 billion in liquidity to support the real economy. December 20, 2021: The PBOC conducted its first interest rate cut since April 2020 by cutting 1-Year LPR by 5 bps on December 20 (Chart 16). Chart 15China's Money And Credit Growth Hits Pain Threshold China's Money And Credit Growth Hits Pain Threshold China's Money And Credit Growth Hits Pain Threshold ​​​​​​ Chart 16China Monetary Policy Easing China Monetary Policy Easing China Monetary Policy Easing ​​​​​​ January 17, 2022: The PBOC cut the interest rate on medium-term lending facility (MLF) loans and 7-day reverse repurchase (repos) rate both by 10 bps. January 20, 2022: The PBOC further lowered the 1-year LPR by 10 basis points and cut the 5-year LPR by 5 basis points, the first cut since April 2020. Chart 17China Policy Easing Will Boost Import Volumes China Policy Easing Will Boost Import Volumes China Policy Easing Will Boost Import Volumes The timing and size of the last two rate cuts came as a surprise to the market, signaling more comprehensive easing than was expected (confirming our expectations).3 The market saw a clear turning point: Chinese authorities are now fully aware of the need to loosen up monetary policy to counter intensifying downward pressure on the economy. Incidentally, the fine-tuning of the different lending facilities suggests the government aims to lower borrowing costs and stimulate the market without over-heating the property sector again. PBOC officials claim there is still some space for further cuts, though narrower now, when asked about if there is any room to further cut the RRR and interest rates in Q1. They added that the PBOC should “stay ahead of the market curve” and “not procrastinate.”4 Recent movements have validated this point. Going forward, M2 growth should stay above 8%. Total social financing growth should move up above our “too tight” threshold, although weak sentiment among private borrowers could force authorities to ease further to ensure that credit growth picks up. If the government is still committed to fighting housing speculation, as before, then we could see a smaller adjustment to the 5-Year LPR in the future. Otherwise the government is taking its foot off the brake for stability reasons, at least temporarily. Bottom Line: China will keep easing monetary policy in 2022, at least in the first half. This will result in an improvement in Chinese import volumes and ultimately emerging market corporate earnings, albeit with a six-to-12-month lag (Chart 17). China Avoids Fiscal Overtightening China will also avoid over-tightening fiscal policy in 2022. In December the government stressed the need to “maintain the intensity of fiscal spending, accelerate the pace, and moderately advance infrastructure investment.” In 2021, local government bond issuance did not pick up until the second half of the year. Considering the time lag of construction projects, it was too late for local government investment to stimulate the economy. By Q3 2021, local government bond issuance had just completed roughly 70% of the annual quota. By comparison, in 2018-2020, local governments all completed more than 95% of the annual quota by the end of September each year (Chart 18A). Chart 18AChina: No Pause In Local Bond Issuance In H1 2022 China Geopolitical Outlook 2022 China Geopolitical Outlook 2022 ​​​​​ Chart 18BChina: No Pause In Local Bond Issuance In H1 2022 China Geopolitical Outlook 2022 China Geopolitical Outlook 2022 ​​​​​​ There are several reasons behind the slow pace last year. The central government refused to pre-approve and pre-authorize the quota for bond issuance at the beginning of the year in 2021, in order to restore discipline after the massive 2020 stimulus measures. The quota was not released until after the Two Sessions in March, which means local government bond issuance did not pick up until April 2021, causing a 3-month vacuum in local government fiscal support (see Chart 18B). In contrast, for 2019 and 2020, the central government pre-authorized the bond issuance quota ahead of time to try to provide fiscal support evenly throughout the year. Starting from 2020, the central government strengthened supervision and evaluation of local government investment projects, again to instill discipline. Previously local governments could easily issue general-purpose bonds and the funds were theirs to spend. But now local governments are required to increase the transparency of their investment projects and mainly finance these projects via special-purpose bonds, i.e. targeted money for authorized projects (Table 2). In 2021 local governments were less willing to issue bonds. At the April 2021 Politburo meeting, the central government vowed to “establish a disposal mechanism that will hold local government officials accountable for fiscal and financial risks.” This triggered risk-aversion. Beijing wanted to prevent a growth “splurge” in the wake of its emergency stimulus, like what happened in 2008-11. The fiscal turning point came in the second half of the year. The central government called for accelerating local government bond issuance several times from July to October. The pace significantly picked up in the second half of 2021 and Q4 accounted for a significant portion of annual issuance (Chart 18). As a result, fixed asset investment and fiscal impulse should pick up in Q1 2022. Thus, unlike last year, authorities are trying to avoid a sharp drop in the fiscal impulse. The Ministry of Finance has already frontloaded 1.46 trillion yuan ($229 billion) from the 2022 special purpose bonds quota. This amount is part of the 2022 annual local government bond issuance quota, with the rest to be released at the Two Sessions in March. Pulling these funds forward indicates the rising pressure to stabilize economic growth in Q1 this year. That being said, investors should differentiate easing up fiscal policy and “flood-like” stimulus in the past. The government still claims it will “contain increases in implicit local government debts.” In fact, pilot programs to clean up implicit debts have already started in Shanghai and Guangdong. This means, China will not reverse past efforts on curbing hidden debts. Hence fiscal support will be more tightly controlled in future, like water taps in the hands of the central government. The risk of fiscal tightening is backloaded in 2022. The tremendous amount of local government bonds issued in Q4 2021 will start to kick in early 2022. These will combine with the frontloaded special purposed bonds. Fiscal impulse should tick up in Q1. However, fiscal impulse might decelerate in the second half. A total of $2.7 trillion yuan worth of local government bonds will reach maturity this year, with $2.2 trillion yuan reaching maturity after June 2022 (Table 3). This means that in the second half, local governments will need to issue more re-financing bonds to prevent insolvency risk, thus undermining fiscal support for the economy. And this last point underscores the threat of economic and financial instability that China faces over the long run. Table 2Breakdown Of China Local Government Bond Issuance China Geopolitical Outlook 2022 China Geopolitical Outlook 2022 Bottom Line: Stability is the top priority in 2022. China will continue to easy up monetary and fiscal policy in H1, to combat the economic downward pressure ahead of the twentieth national party congress (Chart 19). Policy tightening risk is backloaded. Structural reforms will likely subside for now until the Xi administration re-consolidates power for the next ten years. Table 3China: Local Government Debt Maturity Schedule China Geopolitical Outlook 2022 China Geopolitical Outlook 2022 ​​​​​​ Chart 19Policy Support Expected For 20th Party Congress Policy Support Expected For 20th Party Congress Policy Support Expected For 20th Party Congress Note: An error in an earlier version of this report has been corrected. Chinese fixed asset investment in Chart 19 is growing at 0.1%, not 57.6% as originally shown. The chart has been adjusted. Matt Gertken Chief Geopolitical Strategist mattg@bcaresearch.com   Yushu Ma Research Associate yushu.ma@bcaresearch.com Footnotes 1      See Bei Hu and Bloomberg, “Ray Dalio thinks the U.S. needs more of China’s common prosperity drive to create a ‘fairer system,’” Fortune, January 10, 2022, fortune.com. 2     See George Soros, “China’s Challenges,” Project Syndicate, January 31, 2022, project-syndicate.org. 3     The 5-year LPR had remained unchanged after the December 2021 cut. At that time, only the 1-Year LPR was cut by 5bps. Furthermore, the different magnitudes of the January 20 LPR cut also have some implications. The 1-Year LPR mostly affects new and outstanding loans, short-term liquidity loans of firms, and consumer loans of households. In comparison, the 5-Year LPR has a larger impact, affecting the borrowing costs of total social financing, including mortgage loans, medium- to long-term investment loans, etc. The MLF rate was cut by 10 basis points on January 17; in theory the LPR should also be cut by the same size. However, the 5-Year LPR adjustments was very cautious and was only cut by 5 bps, smaller than the MLF cut and the 1-Year LPR cut. The 5-year LPR serves as the benchmark lending rate for mortgage loans. 4     To combat the negative shock caused by the initial outburst of COVID-19, altogether China lowered the MLF and 1-year LPR by 30 bps and 5-year LPR by 15 bps in H1 2020. This also suggests that there is still room for future interest rate cuts or RRR cuts in the coming months. Strategic Themes Open Tactical Positions (0-6 Months) Open Cyclical Recommendations (6-18 Months)

BCA Research is proud to announce a new feature to help clients get the most out of our research: an Executive Summary cover page on each of the BCA Research Reports. We created these summaries to help you quickly capture the main points of each report through an at-a-glance read of key insights, chart of the day, investment recommendations and a bottom line. For a deeper analysis, you may refer to the full BCA Research Report. Executive Summary The first month of this year continues to see economic growth moderating around the world. However, it remains well above trend. There is a tentative growth rotation from the US to other G10 economies. The market expects five interest rate hikes from the Fed this year, but our bias is that they will underwhelm market expectations. A surge in eurozone inflation suggests that many central banks (including the ECB) will gently catch up to the Fed. We were stopped out of our long AUD/USD trade for a small profit and are reinstating this trade via a limit-buy at 0.70. The Dollar Is Flat In 2022, Despite A Hawkish Fed Month In Review: Another Hawkish Pivot By The Fed Month In Review: Another Hawkish Pivot By The Fed Recommendation Inception Level Inception Date Return Long AUD/NZD  1.05 Aug 4/21 1.72% Long AUD/USD 0.7 Feb 3/22 -     Bottom Line: The US dollar will continue to fight a tug of war between a hawkish Federal Reserve, which will boost interest rate differentials in favor of the US and tightening financial conditions that will sap US growth, and trigger a rotation from US stocks. Feature Chart 1The Dollar Has Been Flat In 2022 Month In Review: Another Hawkish Pivot By The Fed Month In Review: Another Hawkish Pivot By The Fed The dollar was volatile in January. The DXY started the year on a weakening path, surged last week on the back of a hawkish Federal Reserve, and is now relapsing anew. Year to date, the dollar index is flat. Remarkably, emerging market currencies such as the CLP, BRL, and ZAR, which are very sensitive to the greenback and financial conditions in the US, have been outperforming (Chart 1). Incoming economic data continues to be robust, but there has been a slight rotation in favor of non-US growth. The economic surprise index in the US has fallen below zero, while it is surging in other G10 countries (Chart 2). Manufacturing PMIs continue to roll over around the world, but remain robust, even in places like the euro area, which is more afflicted by the energy crisis, and the potential for military conflict in its backyard (Chart 3). Chart 2A Growth Rotation Away From The US A Growth Rotation Away From The US A Growth Rotation Away From The US Chart 3APMIs Are Rolling Over Globally PMIs Are Rolling Over Globally PMIs Are Rolling Over Globally Chart 3BPMIs Are Rolling Over Globally PMIs Are Rolling Over Globally PMIs Are Rolling Over Globally In this week’s report, we go over a few key data releases in the last month and implications for currency markets. Our take is that a growth rotation from the US to other economies is underway, and that will ultimately support a lower greenback (Chart 4). That said, near term risks abound, including geopolitical tensions, the potential for more hawkish surprises from the Federal Reserve, and the potential for a policy mistake in China. Chart 4The IMF Expects A Growth Rotation From The US This Year Month In Review: Another Hawkish Pivot By The Fed Month In Review: Another Hawkish Pivot By The Fed US Dollar: In A Tug Of War The dollar DXY index is flat year to date. Economic growth continues to moderate in the US, from very elevated levels. According to the IMF, the US should see robust growth of 4% this year, from 5.6% last year. This is quite strong by historical standards, and in fact argues for less accommodative monetary policy. The caveat is that financial conditions in the US are tightening quite quickly, which could accentuate the slowdown the IMF expects. There have been a few key data releases over the last month. The payrolls report was underwhelming, with only 199K jobs added in December, versus a consensus of 450K. Friday’s number will likely also be on the weaker side. That said, with the unemployment rate now at 3.9%, average hourly earnings growing at 4.7%, and headline CPI inflation at 7%, the case for curtailing monetary accommodation in the minds of the FOMC remains compelling. Last week, the FOMC opened the window for a faster pace of a rate hikes than the market was anticipating. Fed fund futures now suggest around five interest rate increases this year. In our view, the Fed could underwhelm market expectations for a few reasons. Sentiment has begun to deteriorate. The University of Michigan survey saw its sentiment index fall from 70.6 to 67.2. The expectations component fell from 68.3 to 64.1. These also came in below expectations. Both the Markit and ISM purchasing managers’ indices are rolling over. The services PMI in the US is sitting at 50.9, a nudge above the boom/bust level. The goods trade balance continues to hit a record deficit, at -$101bn in December, suggesting the dollar is too strong for the US external balance. In a nutshell, the economic surprise index in the US has turned firmly negative, at a time when market participants are pricing in a very hawkish pace of interest rate increases. A tighter Fed is what the US needs, but the perfect calibration of monetary policy could prove difficult to achieve. As such, we believe the Fed will slightly underwhelm market expectations of five rate hikes. With speculative positioning in the dollar close to record highs, this will surely deal a blow to the greenback. Chart 5AUS Dollar US Dollar US Dollar Chart 5BUS Dollar US Dollar US Dollar The Euro: War And Inflation The euro is up 0.6% year to date. Economic data in the eurozone has been resilient, despite a surge in the number of new COVID-19 cases, rising energy costs and the potential for military conflict between Ukraine and Russia. On the data front, inflation continues to surge. HICP inflation came in at 5.1% on the headline print and 2.3% on the core measure in January. This followed quite strong prints in both Germany and Spain earlier this week, where the latter is seeing inflation at 6.1%. Meanwhile, the unemployment rate continues to drift lower, falling to 7% in December for the entire eurozone, and as low as 5.1% for Germany. House prices are also surging across the monetary union. This begs the question of how long the ECB can remain on a dovish path and maintain credibility on its inflation mandate. Our favorite forward-looking measures for eurozone activity continue to point towards improvement. The Sentix investor confidence index rose from 13.5 to 14.9 in January, well above expectations. The ZEW expectations survey surged from 26.8 to 49.4 in January. The manufacturing PMI remained at a healthy 58.7 in January.  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 analysis, inflation is stickier than anticipated, but will ultimately head lower. This could prove wrong in a world where inflation is sticky globally and driven by supply-side factors. Ultimately, if inflation does prove transitory, then the hawkish pivot by other central banks will have to be reversed, in a classic catch-22 for the euro. Most of the above analysis suggests that investors should be buying the euro on weaknesses. However, the potential conflict in Ukraine raises the prospect that energy prices could stay elevated, which will hurt European growth. This will weaken the euro. Also, speculators are only neutral the currency according to CFTC data. As such, we are standing on the sidelines on EUR/USD and playing euro strength via a short cable position.  Chart 6AEuro Euro Euro Chart 6BEuro Euro Euro The Japanese Yen: The Most Undervalued G10 Currency The Japanese yen is flat year to date. The number of new COVID-19 infections continues to surge in Japan, which has led to various restrictions across the region and constrained economic activity. This has split the recovery on the island, where domestic activity remains constrained, but the external environment continues to boom. Inflation remains well below the Bank of Japan’s long-run target, coming in at 0.5% for the core measure, and -0.7% for the core core measure (excluding fresh food and energy) in January. The Jibun Bank composite PMI was at 48.8 in January, below the 50 boom/bust level, even though the manufacturing print is a healthy 55.4. The labor market continues to heal, with the unemployment rate at 2.7% in December, but the jobs-to-applicants ratio at 1.16 remains well below the pre-pandemic high of 1.64. This is 30% lower. As a result, wage growth in Japan has been rather anemic.   The external environment continues to perform well. Machine tool orders rose 40.6% year on year in December, following strong machinery orders of 11.6% year on year in November. Exports also rose 17.5% year on year in December. That said, the surge in energy prices and a weak yen continues to be a tax on Japanese consumers. We have been constructive on the yen, on the back of a wave of pent-up demand that will be unleashed as Omicron peaks. The Bank of Japan seems to share this sentiment. While monetary policy was kept on hold at the January 17-18 meeting, the BoJ significantly upgraded its GDP growth forecasts. 2022 forecasts were upgraded from 2.9% to 3.8%. This dovetailed with the latest IMF release of the World Economic Outlook, where Japan was the only country to see improving growth from 2021 in the G10. In short, bad news out of Japan is well discounted, while any specter of good news is underappreciated. The bull case for the yen remains intact over a longer horizon in our view. From a valuation standpoint, it is the cheapest G10 currency. It is also one of the most shorted. And as we have witnessed recently, it will perform well in a market reset, given year-to-date appreciation. Should the equity market rotation from expensive markets like the US towards cheaper and cyclical markets like Japan continue, the yen will also benefit via the portfolio channel. Chart 7AJapanese Yen Japanese Yen Japanese Yen Chart 7BJapanese Yen Japanese Yen Japanese Yen The British Pound: A Hawkish BoE The pound is up 0.5% year to date. The Bank of England raised interest rates to 0.5% today. According to its projections, inflation will rise to 7.25% in April before peaking. The BoE also announced it will start shrinking its balance sheet, via selling £20bn of corporate bonds and allowing a run-off from maturing government bonds. The Bank of England is the one central bank caught between a rock and a hard place. Inflation in the UK is soaring, prompting the governor to send a letter to the Chancellor of the Exchequer, explaining why monetary policy has allowed inflation to deviate from the BoE’s mandate of 2%. Headline CPI for December was at 5.4% and core CPI at 4.2%. The retail price index rose 7.5% year on year in April. At the same time, the UK is facing an energy crisis that is hitting consumer spending, ahead of a well-telegraphed tax hike in April. The labor market continues to heal. The ILO unemployment rate fell to 4.1% in November. This was better than expectations and below most estimates of NAIRU. As such, the UK runs the risk of a wage-price spiral, that will corner the BoE in the face of tighter fiscal policy. Average weekly earnings rose 4.2% year on year in November, pinning real wages in negative territory. Nationwide house prices also continue to inflect higher, accelerating much faster than incomes. This will lead to demand for much higher wages in the UK, in the coming months. The Sonia curve is currently pricing four or more interest rate hikes this year. This is despite Omicron cases in the UK surging to new highs and tighter fiscal policy. Should the BoE tighten aggressively ahead of a pending economic slowdown, this will hurt the pound. PMIs remain relatively well behaved – the manufacturing PMI was 57.3 in January, above expectations, while the services PMI was a healthy 53.3, but this could turn quickly should financial conditions tighten significantly. The political situation in the UK remains volatile, especially with Prime Minister Boris Johnson facing a scandal domestically, while lingering Brexit tensions continue to hurt the trade balance. As such, portfolio flows are likely to keep the pound volatile in the near term. An equity market correction, especially on the back of heightened tensions in Ukraine, will also pressure cable. That said, more political stability domestically and internationally will allow the pound to continue its mean reversion rally. Given the above dynamics, we are long EUR/GBP in the short term but are buyers of sterling over the longer term.  Chart 8ABritish Pound British Pound British Pound Chart 8BBritish Pound British Pound British Pound Australian Dollar: RBA Watching Inflation And Wages The Australian dollar is down 1.7% year to date. The Reserve Bank of Australia kept rates on hold at its February 1 meeting, even though it ended quantitative easing. The two critical measures that the RBA is focusing on are the outlook for inflation, especially backed by an increase in wages. In our view, a more hawkish outcome is likely to materialize over the course of 2022. On the inflation front, key measures are above the midpoint of the central bank’s target. In Q4, headline inflation was 3.5%, the trimmed mean measure was 2.6%, and the median print was 2.7% year on year. In fact, the increase in Q4 prices took the RBA by surprise and was attributed to rising fuel prices. The RBA expects inflationary pressures to remain persistent in 2022, but to ultimately fall to 2.75% in 2023. This will still be at the upper bound of their 1-3% target range. The employment picture in Australia is robust, barring lackluster wage growth. The unemployment rate fell to 4.2% in December from 4.6%, which, according to most measures, is below NAIRU. The RBA expects this rate to dip towards 3.75% next year. Admittedly, wage growth is still low by historical standards, but it is also true that the behavior of the Phillip’s curve at these low levels of unemployment is uncertain. Ergo, we could see an unexpected surge in wage growth. House prices are rising at a record 32% year-on-year in Sydney. This is a clear indication that monetary policy remains too easy, relative to underlying conditions. In the very near term, COVID-19 continues to ravage Australia, which will keep the next set of economic releases rather underwhelming. Combined with the zero-COVID policy in China (Australia’s biggest export partner), the outlook could remain somber in the very near term. This will keep the RBA dovish. On the flip side, a dovish RBA has softened the currency and allowed the trade balance to recover smartly. Meanwhile, it has also led to a record short positioning on the AUD. Our expectation going forward remains the same – as China eases policy, Australian exports will remain strong. A simultaneous peak in the spread of Omicron will also allow a domestic recovery, nudging the RBA to roll back its dovish rhetoric, relative to other central banks. Ergo, investors will get both a terms-of-trade and interest rate support for the AUD. We are reintroducing our limit but on AUD/USD at 70 cents, after being stopped out for a modest profit. Chart 9AAustralian Dollar Australian Dollar Australian Dollar Chart 9BAustralian Dollar Australian Dollar Australian Dollar New Zealand Dollar: Up Versus USD, But Lower On The Crosses The New Zealand dollar is down 2.3% year to date, the worst performing G10 currency. The Reserve Bank of New Zealand has been among the most hawkish in the G10. This has come on the back of strengthening economic data. In Q4, inflation in New Zealand shot up to a 32-year high of 5.9%. The labor market continues to heal, with the unemployment rate at a post-GFC low of 3.2% in Q4, well below NAIRU. Meanwhile, house prices continue to inflect higher, with dwelling costs in Wellington up over 30%. The trade balance continues to print a deficit but has been improving in recent quarters on the back of rising terms of trade. Meanwhile, given New Zealand currently has the highest G10 10-year government bond yield in the developed world, and bond inflows have been able to finance this deficit. In a nutshell, we expect the RBNZ to stay hawkish, but also acknowledge that is being well priced by bond markets. Overall, the kiwi will appreciate versus the US dollar, but will lag AUD, which is much more shorted and has a better terms-of-trade picture. As such, we are long AUD/NZD. Chart 10ANew Zealand Dollar New Zealand Dollar New Zealand Dollar Chart 10BNew Zealand Dollar New Zealand Dollar New Zealand Dollar Canadian Dollar: A Terms-Of-Trade Boom The CAD is down 0.3% year-to date. The Bank of Canada kept rates on hold at its January 26 meeting. This was a surprising outcome for us, as we expected the BoC to raise interest rates, but was in line with market expectations. Taking a step back, all the conditions for the BoC to raise interest rates are in place. The widely viewed Business Outlook Survey showed improvement in Q4, especially vis-à-vis wage and income growth. This is on the back of very strong inflation numbers out of Canada. The headline, trim and median inflation prints were either at or above the upper bound of the central bank’s target at 4.8%, 3.7% and 3%. On the labor front, employment levels in Canada are back above pre-pandemic levels, with the unemployment rate at 5.3%, close to estimates of NAIRU, while the participation rate has also recovered towards pre-pandemic levels. House price inflation is also prominent across many cities in Canada, which argues that monetary policy is too loose for underlying demand conditions. Longer term, the key driver of the CAD remains the outlook for monetary policy, and the path of energy prices. We remain optimistic on both fronts. On monetary policy, we expect the BoC will continue to monitor underlying conditions but will ultimately have to tighten policy as Omicron peaks. Among the G10 countries, Canada is one of the only countries where infection rates have peaked and are falling dramatically. Oil prices also remain well bid, as the Ukraine/Russia conflict continues to unfold. Should we reach a diplomatic solution in Ukraine, while Omicron also falls to the wayside, travel resumption will bring back a meaningful source of oil demand. From a positioning standpoint, speculators are only neutral the CAD. That said, we are buyers of CAD over a 12–18-month horizon given our analysis of the confluence of macro factors.  Chart 11ACanadian Dollar Canadian Dollar Canadian Dollar Chart 11BCanadian Dollar Canadian Dollar Canadian Dollar Swiss Franc: Sticking To NIRP The Swiss franc is down 0.8% year to date. The Swiss economy continues to hold up amidst surging COVID-19 infections. Economic wise, inflation is inflecting higher, the unemployment rate has dropped to 2.4%, and wages are rising briskly. This is lessening the need for the central bank to maintain ultra-accommodative settings. House price inflation also suggests that monetary conditions remain too easy relative to underlying demand. The Swiss National Bank remains committed to its inflation mandate, and inflation in Switzerland is among the lowest in the G10. As such, it will likely lag the rest of other developed market central banks in raising rates, with currently the lowest benchmark interest rate in the world. On the flip side, Switzerland runs a trade surplus that has been in structural appreciation, underpinning the franc as a core holding in any FX portfolio. In the near term, rising interest rates are negative for the franc. We are long EUR/CHF on this basis, as we believe the ECB will begin to react to rising inflation pressures. That said, we were long CHF/NZD on the prospect of rising volatility in the FX market and took 4.6% profits on January 14. In the near term, this trade could continue to perform well.  Chart 12ASwiss Franc Swiss Franc Swiss Franc Chart 12BSwiss Franc Swiss Franc Swiss Franc Norwegian Krone: Higher Rates Ahead The NOK is up 1.1% year-to-date. The Norges Bank kept the policy rate unchanged at 0.5% at its January meeting and reiterated that rate increases in March are likely. In their view, rising prices, low unemployment, and an easing of Covid-19 restrictions will give way to policy normalization, barring a persistence in Omicron infections. With as many as four rate hikes expected in 2022, the central bank is among the most aggressive in the G10. Headline CPI rose to 5.3% in December, spurred by record high electricity prices, while the core inflation came in at 1.8%. The unemployment rate dropped to 3.4% in Q4, the lowest since 2019. The manufacturing PMI rolled over slightly in January but at 56.5 remains well above the long-term average. Daily Covid-19 cases continue to hit record highs, but hospitalizations remain low, and the government has already scaled back most restrictions after a partial lockdown in December. This will contribute to an economic upswing and aid a recovery in retail sales that were down 3.1% month on month in December.  Norway’s trade balance shot up to record highs in December, driven by surging oil and natural gas export prices. A surging trade surplus supports the krone. Meanwhile, in a rising rate environment, portfolio flows into the cyclical-heavy Norwegian stock market could provide further support for the NOK. In a nutshell, the krone is undervalued according to our PPP models and appears attractive on a tactical and cyclical basis.  Chart 13ANorwegian Krone Norwegian Krone Norwegian Krone Chart 13BNorwegian Krone Norwegian Krone Norwegian Krone Swedish Krona: Lower Now, Strong Later The SEK is down 0.5% year-to-date. The Swedish economy continued to strengthen in Q4 with GDP growth rising 1.4% quarter-on-quarter, exceeding expectations. In December, the unemployment rate fell to 7.3%, the lowest since the onset of the pandemic, and household lending edged higher to 6.8% year on year. In other data, the manufacturing PMI increased to 62.4 in January. Headline inflation adjusted for interest rates rose to 4.1%, highest since 1993, well above the Riksbank’s 2% target. This has raised doubts on whether the central bank will be able to hold off raising rates until 2024 as it had previously announced. However, excluding energy prices the CPI declined slightly to 1.7%. In short, the Riksbank faces the same conundrum as the ECB, on the persistence of higher inflation, driven by high energy costs. The Omicron variant continues to spread at record pace in Sweden, but recent numbers suggest some moderation. This was probably due to stricter measures in Sweden, in contrast to its Scandinavian neighbors. The cost of this stringency has been softer business and consumer confidence, which are down to multi-month lows. Retail sales also fell by 4.4% in December from the previous month. Taking a step back, Sweden is a small open economy very sensitive to global growth conditions. As such, a rebound in global and Chinese economic activity will hold the key to a rebound in SEK. In our models, the SEK is also undervalued. Chart 14ASwedish Krona Swedish Krona Swedish Krona Chart 14BSwedish Krona Swedish Krona Swedish Krona   Chester Ntonifor Foreign Exchange Strategist chestern@bcaresearch.com Trades & Forecasts Strategic View Tactical Holdings (0-6 months) Limit Orders Forecast Summary

BCA Research is proud to announce a new feature to help clients get the most out of our research: an Executive Summary cover page on each of the BCA Research Reports. We created these summaries to help you quickly capture the main points of each report through an at-a-glance read of key insights, chart of the day, investment recommendations and a bottom line. For a deeper analysis, you may refer to the full BCA Research Report. Executive Summary Asian Inflation Has Diverged From US Emerging Asia: Domestic Bond Strategy Emerging Asia: Domestic Bond Strategy Inflation has been largely subdued in emerging Asia and will remain so for now. This argues for the outperformance of emerging Asian local bonds versus their EM peers, as well as DM/US bonds.   The most important macro driver of Asian domestic bond yields is inflation. Rising inflation usually also hurts local currencies – creating a toxic cocktail for bonds’ total returns in US dollar terms. Diverging currency dynamics in emerging Asia is what will determine the relative performances of individual bond markets. Chinese, Indian, and Malaysian currencies have a better outlook than currencies in Indonesia, Thailand and the Philippines. Book profits on the short Korean won position: this trade has generated a 5.2% gain since its initiation on March 25, 2021. Recommendation   Initiation Date Return to Date Short KRW / Long USD 2021-03-25 5.2% Bottom Line: Regional fixed income managers should overweight China, Korea, India and Malaysia, and underweight Indonesia, Thailand and the Philippines within an emerging Asian bond portfolio. In an overall EM domestic bond portfolio however, Thailand and the Philippines should be accorded a neutral allocation, given their better inflation outlook compared to their peers in EMEA and Latin America. Feature US Treasury yields will likely go up further. If history is any guide, EM Asian bond yields should also rise in tandem (Chart 1). The basis is that business cycles in Asia and the US usually move together. Yet, in this cycle, inflation in emerging Asia has diverged considerably from that of the US. US core consumer price inflation has surged while in Asia, core inflation remains largely contained (Chart 2). How should bond investors position themselves in Asian domestic bond markets? Chart 1Asian Bond Yields Usually Move In Line With US Treasury Yields... Asian Bond Yields Usually Move In Line With US Treasury Yields... Asian Bond Yields Usually Move In Line With US Treasury Yields... Chart 2...But Diverging Inflation Means Asian Bonds Will Outperform US Bonds ...But Diverging Inflation Means Asian Bonds Will Outperform US Bonds ...But Diverging Inflation Means Asian Bonds Will Outperform US Bonds Chart 3Relative Domestic Bond Performances In Asian Markets Relative Domestic Bond Performances In Asian Markets Relative Domestic Bond Performances In Asian Markets In this report, we will discuss some of the common factors that drive Emerging Asian bond markets. We will also highlight each individual market’s idiosyncrasies to explain our recommended allocation across local currency bond markets in emerging Asia for the coming year.     Our recommended allocation is as follows: China, Korea, India and Malaysia merit an overweight stance in an emerging Asia domestic bond portfolio, while Indonesia, Thailand, and the Philippines warrant an underweight allocation (Chart 3). That said, given a much more benign inflation outlook in Asia than elsewhere in EM, we recommend that Thailand and the Philippines be accorded a neutral allocation in an overall EM domestic bond portfolio. The Two Drivers For international investors in local bonds, total returns are predicated on two main drivers: (1) the direction and magnitude of change in bond yields; and (2) currency performance. In all Asian countries, the most potent macro factor that drives local bond yields is the country’s inflation. Rising inflation is usually a harbinger of higher bond yields (and hence, worsening bond performance); and falling inflation is an indicator of lower yields (Charts 4 and 5). Chart 4Inflation Is The Most Important Macro Driver … Inflation Is The Most Important Macro Driver... Inflation Is The Most Important Macro Driver... Chart 5… Of Bond Yields In Emerging Asia ... Of Bond Yields In Emerging Asia ... Of Bond Yields In Emerging Asia What’s more, rising inflation in a country is also often associated with a depreciating currency. Currencies in countries with higher/rising inflation in general do worse than in countries with lower/falling inflation. This aspect is especially important when doing a cross-country comparison. The fact that higher inflation negatively impacts both the drivers of bond performance – it pushes up yields and weakens the currency – can indeed be seen happening in Asian financial markets. Rising inflation leads to poor performance of domestic bonds’ total return in dollar terms; and falling inflation leads to a better performance. The upshot is that the potential inflation trajectory is key to any country’s domestic bond performance in both absolute and relative terms. Inflation In Asia Is Benign Most of the Asian countries have their core and trimmed mean consumer price inflation running at or well below their central banks’ targets (Charts 6 and 7). Their inflation outlook also remains largely benign.1 As such, bond yields in these countries are unlikely to rise materially in the near future. Chart 6Inflation Is Running At Or Below … Inflation Is Running At Or Below... Inflation Is Running At Or Below... Chart 7… Central Banks’ Target in Asia ... Central Banks' Target in Asia ... Central Banks' Target in Asia Notably, even the recent surge in US yields did not spook Asian bond yields. The yield differentials between individual Asian domestic and US yields have remained flattish in the past few months. All this implies that Asian domestic bonds, in general, would likely fare better relative to the rest of the EM and the US – where inflation is high and well above their central banks’ targets. Currency Is A Key Differentiator Given inflation, and therefore the bond yield trajectories among Asian economies are unlikely to deviate significantly from one another, the key differentiator of their bond market performance (on a total return basis) will be their exchange rates. In fact, Asian currencies do vary considerably in their outlooks as their fundamentals differ.  For instance, in China and Korea, higher bond yields are usually associated with an appreciating currency (Chart 8, top and middle panels). The key driver of bond yields in these economies is the business cycle. Accelerating growth often pushes up both the currency as well as interest rates. The opposite is also true: decelerating growth usually leads to a weaker currency and falling bond yields.  The consequence is that in these countries, bond performance is tempered by two opposing forces. For example, the effect of falling yields (which is a positive for total return) is often mitigated by the effect of a falling currency (which is a negative for total return), or the other way around. In contrast to China and Korea, ASEAN countries usually experience rising bond yields accompanied by a depreciating currency (Chart 9). A crucial reason for this is significantly higher foreign ownership of their domestic bonds. In periods of stress, when foreigners exit their bond holdings, this leads to both higher yields and a falling currency. During risk-on periods, foreigners’ purchases do the opposite. Chart 8Higher Bond Yields Coincide With A Stronger Currency In China And Korea Higher Bond Yields Coincide With A Stronger Currency In China And Korea Higher Bond Yields Coincide With A Stronger Currency In China And Korea Chart 9Higher Bond Yields Coincide With A Weaker Currency In ASEAN Higher Bond Yields Coincide With A Weaker Currency In ASEAN Higher Bond Yields Coincide With A Weaker Currency In ASEAN In this context, foreign ownership of domestic bonds in ASEAN countries has fallen in the past few years, but remains non-trivial: 19% in Indonesia, 24.2% in Malaysia, 19.9% in the Philippines, and 11.3% in Thailand. Hence, the currency view on ASEAN countries is crucial to get the outlook right for their domestic bond performance. Incidentally, Thailand, the Philippines and Indonesia have a weak currency outlook, while Malaysia’s is neutral. We discuss the individual currency outlooks in more detail in the respective country sections below. But in summary, this warrants a more positive stance on Malaysian domestic bonds compared to Indonesian, Thai and Filipino bonds. Finally, in case of India, bond yields and the rupee have little correlation (Chart 8, bottom panel). The main reasons for that are near absence of foreign investors in Indian government bond markets, and large captive domestic bond investors (its commercial banks). Yet, unlike China and Korea, India also has higher inflation and a persistent current account deficit. All these make the correlation of bond yields with the exchange rate different in India from both ASEAN as well as China and Korea. In the sections below, we discuss each country’s currency and overall bond outlook in more detail. We also explain the reasons behind our relative bond strategy. China: Overweight Chart 10Chinese Bond Yields Will Likely Fall More Chinese Bond Yields Will Likely Fall More Chinese Bond Yields Will Likely Fall More China’s economy will remain weak in the coming months. The hit to the economy from slowing property construction is material. Besides, COVID-induced rotational lockdowns are hurting consumption, income and investment in the service sector. The latest round of stimulus has so far not been sufficient to produce an immediate recovery. We expect growth to revive only in H2 2022. For now, the PBOC will reduce its policy rate further. This and the fact that the yield curve is positively slopped heralds more downside in Chinese government bond yields (Chart 10). Concerning the exchange rate, the ongoing US dollar rally could eventually cause a short period of yuan weakness. However, the latter will be small and short lived. In brief, Chinese domestic bonds will outperform both their Asian and EM peers in the coming months. Korea: Overweight The following factors argue for overweighting Korean bonds within both emerging Asian and EM domestic bond portfolios: Chart 11Korea Has No Genuine Inflation Korea Has No Genuine Inflation Korea Has No Genuine Inflation The Korean won has already depreciated quite a bit against the US dollar. While further downside is possible in the very near term, the medium-term outlook is positive. Even though headline and core inflation have exceeded the central bank’s target of 2%, trimmed mean consumer price inflation has not yet exceeded 2% (Chart 4, middle panel) and services CPI, excluding housing, seems to have rolled over. Importantly, no wage inflation spiral is evident. Unit labor costs have been falling in both the manufacturing and service sectors (Chart 11). Hence, there is little pressure for companies to hike prices. India: Overweight Indian bonds should continue to outperform other EM domestic bonds (Chart 3, middle panel). The combination of prudent fiscal policy, a benign inflation outlook and a cheap currency makes Indian bonds attractive to foreign investors. Even though yields will go up somewhat given a recovering economy, the rise will be capped as the inflation outlook remains benign. The reason for a soft inflation outlook is wages and expectations thereof are quite low (Chart 12). Global commodity prices will also likely soften in the months ahead. That will ease price pressures in India. The Indian rupee is cheap – it is now trading 12% below its fair value versus the US dollar (Chart 13). The rupee will likely be one of the best performers among EM currencies in the year ahead. Chart 12Low Urban And Rural Wages Will Keep A Lid on Indian Inflation Low Urban And Rural Wages Will Keep A Lid on Indian Inflation Low Urban And Rural Wages Will Keep A Lid on Indian Inflation Chart 13Indian Rupee Is Cheap Indian Rupee Is Quite Cheap And Will Likely Outperform Many EM Currencies Indian Rupee Is Quite Cheap And Will Likely Outperform Many EM Currencies   The spread of India’s 10-year bonds over that of GBI-EM Broad index is 190 basis points. The currency performance will likely offset any possible capital loss owing to rising yields, while a positive carry will boost total returns. Stay overweight. Indonesia: Underweight Indonesian relative bond yields versus both EM and the US have already fallen massively and at multi-year lows (Chart 14). The currently low yield differential between Indonesia and the aggregate EM local bonds as well as US Treasury yields is a negative for Indonesia’s relative performance going forward. Chart 15 shows that the rupiah is also vulnerable over the next several months as the Chinese credit and fiscal impulse has fallen to its previous lows while the rupiah has not yet depreciated. We believe raw material prices will correct in the coming months, weighing on the rupiah. Hence, the country’s local bonds’ relative performance is facing a currency headwind too. Chart 14Indonesian Relative Bond Yields Are Quite Low Indonesian Bond Yields Are Quite Low Relative To Their EM And US Counterparts Indonesian Bond Yields Are Quite Low Relative To Their EM And US Counterparts Chart 15Indonesian Rupiah Is Vulnerable Indonesian Rupiah Is Vulnerable Indonesian Rupiah Is Vulnerable   Notably, a weaker currency by itself could cause bond yields to rise – because that may prompt foreign bond holders to exit this market. For now, investors would do well to underweight this domestic bond market in an emerging Asian or global EM portfolio. Malaysia: Overweight Chart 16Malaysian Yield Curve Is Too Steep Given The Deflationary Macro Backdrop Malaysian Yield Curve Is Too Steep Given The Deflationary Macro Backdrop Malaysian Yield Curve Is Too Steep Given The Deflationary Macro Backdrop Malaysian domestic bonds will likely fare well as the nation’s economy is still working through credit excesses of the previous decade. Domestic demand weakness has been exacerbated by a constrained fiscal policy. All of this has paved the way for a strong disinflationary backdrop.   The job market has not recovered either: the unemployment rate is hovering at a high level. That in turn has put downward pressures on wages. Average manufacturing wages are weak. Dwindling wages have contributed to depressed household incomes, leading to weak consumption and falling house prices (Chart 16). Considering the economic backdrop, Malaysia’s yield curve is far too steep (Chart 16, bottom panel). Odds are that the curve will flatten going forward – yields at the long end of the curve are likely heading lower. At a minimum, they will rise less than most other EM countries. Notably, the ringgit is quite cheap, and is unlikely to depreciate much versus the US dollar. Hence, it will outperform many other Asian/EM currencies. That calls for an overweight position in Malaysian local bonds within an Asian/EM universe.  Thailand: Underweight To Neutral Given the high correlation between Thai bond yields and the baht (rising yields coincide with a weakening currency), the total return of Thai bonds in USD terms is highly dependent on the baht’s performance. (Chart 17). The baht outlook remains weak, as the two main drivers of the currency, exports and tourism revenues, remain sluggish and absent, respectively. As such, absolute return investors in Thai domestic bonds should continue to avoid this market. Asset allocators should underweight Thai domestic bonds in an emerging Asia basket. In an overall EM domestic bond portfolio, however, Thai bonds warrant a neutral allocation. That’s because Thailand has been a defensive bond market due to its traditionally strong current account, very low inflation, and lower holding of bonds by foreigners (now at 11.3% of total). In periods of stress, the baht usually falls less than most other EM currencies; and often Thai bond yields fall more (or rise less) than overall GBI-EM yields (Chart 18, top panel). Chart 18Thai Bonds' Relative Performance Can Get Better During Periods Of Risk-Off Thai Bonds' Relative Performance Can Get Better During Periods Of Risk-Off Thai Bonds' Relative Performance Can Get Better During Periods Of Risk-Off Chart 17Thai Domestic Bonds' Absolute Performance Is Highly Contingent On The Baht Thai Domestic Bonds' Absolute Performance Is Highly Contingent On the Baht Thai Domestic Bonds' Absolute Performance Is Highly Contingent On the Baht   The net result is that Thai bonds outperform their overall EM brethren in common currency terms during risk-off periods. This is what happened during the EM slowdown of 2014-15, and again during the pandemic scare in early 2020 (Chart 18, bottom panel). Given we are entering a period of volatility in risk assets, it makes sense to have a neutral positioning on Thai bonds in an EM domestic bond portfolio. The Philippines: Underweight To Neutral The Philippines also merits an underweight allocation in an emerging Asian domestic bond portfolio, but a neutral stance within EM. This is because of this market’s dependence on the appetite of foreign debt investors for Philippine debt securities. This appetite depends on how much extra yield the country offers over US Treasuries. Chart 19 shows that whenever the yield differential between the Philippines’ local bonds and US Treasuries widens to 400 basis points or more, the Philippines typically witnesses net debt portfolio inflows over the following year. On the other end, when the yield differential narrows to around 300 basis points or less, foreign fixed income inflows typically stop, and often turn into outflows during the following year. This is what is happening now. Chart 19Narrow Yield Differential With US Treasuries Is Hurting Philippines' Portfolio Inflows Narrow Yield Differential With US Treasuries Is Hurting Philippines' Portfolio Inflows Narrow Yield Differential With US Treasuries Is Hurting Philippines' Portfolio Inflows Chart 20Philippines Peso Is At Risk As The Current Account Has Slid Back Into Deficit Philippines Peso Is At Risk As The Current Account Has Slid Back Into Deficit Philippines Peso Is At Risk As The Current Account Has Slid Back Into Deficit Going forward, rising US yields would mean that the Philippines’ bond spreads over US Treasuries will continue to stay less than 300 basis points. Consequently, reduced foreign debt inflows will weigh on the peso. Notably, the Philippines’ current account balance has also slid back to deficit, which makes the peso more vulnerable (Chart 20). On a positive note, contained inflation means little upward pressure on bond yields. Further, there might be a lower need of new bond issuances this year as a substantial amount of proceeds from past bond issuances are lying unspent with the central bank. This would help put a cap on bond yields.  Investment Conclusions Emerging Asian local bonds will outperform their counterparts in Latin America and EMEA in common currency terms for now. In the medium and long run, emerging Asian bonds will outperform US/DM bonds on a total return basis in common currency terms. We will discuss rationale for the latter in our future reports. Considering both the overarching macro backdrop as well as their individual situations, it makes sense to overweight China, Korea, India and Malaysia in an emerging Asian domestic bonds portfolio. Whereas Indonesia, Thailand and the Philippines warrant an underweight allocation. Yet, in an overall EM domestic bond portfolio, we recommend a neutral allocation for Thailand and the Philippines. The reason is they have a much better inflation outlook compared to economies in EMEA and Latin America. Chart 21Book Profit On Our Recommended Short Korean Won Trade Book Profit On Our Recommended Short Korean Won Trade Book Profit On Our Recommended Short Korean Won Trade Notably, among the Asian currencies, we have a positive bias on the Chinese yuan and the Indian rupee. On the contrary, we have been shorting the Korean won, the Thai baht, the Philippine peso and the Indonesian rupiah vis-à-vis the US dollar. That said, this week we recommend taking profits on the short Korean won position: this trade has generated a 5.2% gain since its initiation on March 25, 2021 (Chart 21). Our view on the won has played out well. While the exchange rate might continue depreciating in the near run, the risk/reward of staying short is not very attractive now. Finally, we recommend continuing to receive 10-year swap rates in China and Malaysia. Rajeeb Pramanik Senior EM Strategist rajeeb.pramanik@bcaresearch.com Arthur Budaghyan Chief Emerging Markets Strategist arthurb@bcaresearch.com   Footnotes 1     For a detailed discussion on each country’s inflation dynamics, please click on our reports on China, India, Indonesia, Malaysia, Thailand, Philippines.

BCA Research is proud to announce a new feature to help clients get the most out of our research: an Executive Summary cover page on each of the BCA Research Reports. We created these summaries to help you quickly capture the main points of each report through an at-a-glance read of key insights, chart of the day, investment recommendations and a bottom line. For a deeper analysis, you may refer to the full BCA Research Report. Executive Summary At last week’s press conference, Fed Chair Jay Powell signaled that rate hikes will begin next month. He also implied that the pace of hiking will be faster than the 25 bps per quarter seen during the 2015-18 tightening cycle. The market re-priced on the back of Powell’s comments and the overnight index swap curve is now discounting close to five rate hikes for 2022 (see Chart). Risk assets also sold off on the news and market-derived inflation expectations fell. Our sense is that tightening financial conditions and falling inflation expectations will limit the near-term pace of Fed tightening. We expect the Fed to deliver only three or four rate hikes this year. We also see a higher endpoint for tightening than the market, as we expect the fed funds rate to break above 2% before the end of the cycle. The Market Is Looking For Five Hikes This Year The Market Is Looking For Five Hikes This Year The Market Is Looking For Five Hikes This Year Bottom Line: We expect a slower initial pace of rate hikes than the market, culminating in a higher endpoint for the fed funds rate. This suggests that investors should keep portfolio duration below benchmark and hold Treasury curve steepeners. Yet Another Hawkish Surprise Chart 1A Hawkish Market Reaction A Hawkish Market Reaction A Hawkish Market Reaction Fed Chair Jay Powell managed to surprise markets yet again last week by signaling that rate hikes are imminent and by suggesting that they will occur at a quicker pace than was previously thought. The financial market response was the textbook reaction to a hawkish Fed surprise: Risky assets sold off, short-maturity Treasury yields surged, and the yield curve flattened (Chart 1). What exactly did the Fed say to cause such a market move? Here is a summary of our most important takeaways from last week’s meeting. First, the Fed signaled that the first rate hike will occur at the next FOMC meeting in March. The post-meeting statement added a sentence saying that “it will soon be appropriate to raise the target range for the federal funds rate.” Then, Powell said in his press conference that he believes “the Committee is of a mind to raise the federal funds rate at the March meeting.”1 Powell also repeatedly noted that the economy is in a very different place than it was during the last Fed tightening cycle, which spanned from 2015 to 2018. Specifically, he said that the labor market is far stronger and inflation is much higher. He added that “these differences are likely to have important implications for the appropriate pace of policy adjustments.” Given that the Fed tightened at a pace of 25 bps per quarter during the 2015-18 cycle, Powell’s comments seem to suggest that the Fed will lift rates at a faster-than-quarterly pace this time around.2 That would mean at least five rate hikes this year, significantly more than the median FOMC projection of three rate hikes that was published in December (Chart 2). The front-end of the overnight index swap (OIS) curve shifted up following the meeting, and it is now consistent with 122 bps of tightening in 2022, a little less than five rate hikes. Notably, Chart 2 shows that the OIS curve still expects the funds rate to level-off at 1.75% starting in 2024. Chart 2The Market Is Looking For Five Hikes This Year The Market Is Looking For Five Hikes This Year The Market Is Looking For Five Hikes This Year Finally, the Fed provided some details on its plans for reducing the size of its balance sheet.3 The plan follows the same roadmap as the last round of balance sheet runoff. The Fed will start running down its balance sheet sometime after rate hikes begin and it will shrink its balance sheet at a “predictable” pace via the passive runoff of securities. In other words, outright asset sales are highly unlikely. Importantly, Powell repeatedly stressed that he wants balance sheet runoff to occur “in the background”. That is, the Fed will respond to swings in the economic outlook with its interest rate policy and will simply let the balance sheet shrink at a steady pre-announced pace. In line with what we published two weeks ago, we expect balance sheet runoff to commence in May or June and to proceed at a faster pace than last time.4 Constraints On The Pace Of Hiking While Jay Powell’s comments undoubtedly suggest that the Fed intends to deliver between five and seven 25 basis point rate hikes this year, we think it’s more likely that we’ll see three or four. The reason is that the near-term pace of tightening will be constrained by two vital monetary policy inputs: financial conditions and inflation expectations. Financial Conditions This publication has often illustrated the relationship between monetary policy and financial conditions with our Fed Policy Loop (Chart 3). The Loop shows that hawkish monetary policy pivots tend to be followed by periods of tightening financial conditions, i.e. a stronger dollar, flatter yield curve, wider credit spreads and falling equity prices. Indeed, this is exactly the market reaction we’ve witnessed during the past week. The Loop also illustrates that tighter financial conditions then feed back into the market’s pricing of the near-term pace of tightening. It is as if financial markets are a regulator on the near-term pace of hikes. Financial conditions tighten when the expected near-term pace of hiking is too fast. This causes the expected pace to fall, which in turn leads to a renewed easing of financial conditions and then to another hawkish response from the Fed. The top panel of Chart 4 shows that the S&P 500 was performing well even when the market was priced for 75 bps of hiking during the next 12 months. But equities sold off as the bond market moved to price-in 100 bps and then 125 bps of near-term hiking. A similar pattern is observed in excess corporate bond returns (Chart 4, bottom panel). The pattern in Chart 4 suggests that the market is not comfortable with the pace of hiking that is currently priced into the yield curve. This could change, but if the risky asset selloff continues it will eventually lead to a decline in near-term rate hike expectations. Chart 3The Fed Policy Loop The Best Laid Plans The Best Laid Plans Chart 4Five Hikes Too Many Five Hikes Too Many Five Hikes Too Many Inflation Expectations Some may dispute the idea that the near-term pace of rate hikes will slow in response to a selloff in equity and credit markets. Why would the Fed care about the stock market when inflation is the highest it’s been in decades? It’s of course true that higher inflation means that the Fed will be less responsive to swings in financial conditions, though a large enough tightening would certainly get the committee’s attention. We also contend, however, that the inflation picture will look a lot different by the middle of this year. Against a backdrop of lower inflation and inflation expectations, the Fed will have more incentive to slow the pace of hiking in response to tighter financial conditions. On this point, let’s first look at inflation expectations (Chart 5). Short-maturity TIPS breakeven inflation rates remain elevated, but they stopped rising once the Fed started its hawkish pivot. Further out the curve, we see that the 10-year TIPS breakeven inflation rate has dipped in recent weeks and that the 5-year/5-year forward TIPS breakeven inflation rate – the most important indicator of long-term inflation expectations – is now below the Fed’s 2.3% to 2.5% target. Household inflation expectations are high and rising (Chart 5, bottom panel) but, much like short-maturity TIPS breakevens, they are highly sensitive to the realized inflation data. They will come down as inflation moderates in the second half of the year. We remain confident that inflation will come down in 2022, though it will probably stay above the Fed’s 2% target. First, core inflation tends to move toward trimmed mean inflation over time. With 12-month core PCE inflation at 4.85% and 12-month trimmed mean PCE inflation at 3.05%, there is significant room for the core rate to fall (Chart 6). The divergence between core and trimmed mean inflation is attributable to the extremely high inflation rates we’re seeing in the core goods sector (Chart 6, panel 2). The pandemic forced consumers to shift consumption from services to goods, and the quick transition from the delta wave to the omicron wave has meant that a re-balancing back to services has not yet occurred. With the omicron wave peaking, it is likely that the re-balancing will take place this year. In fact, we already see some preliminary signs of peaking goods inflation from the ISM Manufacturing Survey’s Prices Paid component (Chart 6, bottom panel). Chart 6Is Inflation Finally Close To Peaking? Is Inflation Finally Close To Peaking? Is Inflation Finally Close To Peaking? Chart 5Inflation Expectations Inflation Expectations Inflation Expectations In our view, the case for persistently high inflation depends on services inflation accelerating to offset falling goods prices. To that point, we note that service sector inflation is tightly linked to wage growth. While wage growth remains strong, the Employment Cost Index did moderate its pace in 2021 Q4 compared to Q3 (Chart 7).5 Further wage deceleration is also possible this year if fading pandemic concerns spur more people to re-join the labor force. According to the Census Bureau’s 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 8). This is a huge potential supply of labor that could come online this year, taking some of the sting out of wage growth.   Chart 8Omicron Weighs On Labor Supply Omicron Weighs On Labor Supply Omicron Weighs On Labor Supply Chart 7Is Wage Growth Close To Peaking? Is Wage Growth Close To Peaking? Is Wage Growth Close To Peaking?   All in all, the recent shift in market expectations from three-to-four 2022 rate hikes to five 2022 rate hikes has only served to tighten financial conditions and push down inflation expectations. In our view, this makes it less likely that the Fed will actually be able to deliver five or more rate hikes this year. Falling inflation in the back half of the year will give the Fed even less urgency. We expect to see only three or four Fed rate hikes this year. Investment Implications Chart 9Keep Duration Low And Own Steepeners Keep Duration Low And Own Steepeners Keep Duration Low And Own Steepeners As explained above, our view is that the Fed will lift rates three or four times this year, less than the five rate hikes that are currently discounted in the market. It’s also worth noting that we think the endpoint of the tightening cycle will occur at a higher funds rate than is currently discounted in the market. Chart 2 shows that the market is priced for the funds rate to level-off at 1.75% starting in 2024. Our sense is that interest rates will be above 2% when the cycle ends. Survey estimates of the long-run neutral fed funds rate agree with our assessment. The median respondent from the New York Fed’s Survey of Market Participants thinks that interest rates will average 2% in the long run. The median respondent from the Survey of Primary Dealers thinks the long-run neutral rate is 2.25% and the median FOMC participant estimates a rate of 2.5% (Chart 9). A slower initial pace of rate hikes that lasts longer than markets expect and has a higher endpoint leads to two actionable investment ideas. First, we advocate keeping portfolio duration below benchmark. The 5-year/5-year forward Treasury yield is currently 1.96%, below the range of survey estimates of the long-run neutral rate (Chart 9). History suggests that the 5-year/5-year yield will settle into the middle of the range of survey estimates as Fed tightening gets underway. The second investment conclusion is that investors should favor Treasury curve steepeners. Specifically, we advocate buying the 2-year Treasury note versus a duration-matched barbell consisting of cash and the 10-year note. While the 2/10 Treasury slope has flattened dramatically in recent weeks, we see this flattening taking a pause during the next few months (Chart 9, bottom panel). The pause will be driven by the market pricing-in a slower near-term pace of tightening at the front-end of the curve and a higher terminal fed funds rate at the long end. Ryan Swift US Bond Strategist rswift@bcaresearch.com Footnotes 1  Link for both the post-meeting statement and press conference transcript: https://www.federalreserve.gov/monetarypolicy/fomccalendars.htm 2  The Fed generally tightened at a pace of 25 bps per quarter during the 2015-18 cycle. However, it skipped one meeting in 2017 to announce balance sheet reduction plans and it kept rates unchanged between December 2015 and December 2016 in response to a weaker-than-expected economy.  3 https://www.federalreserve.gov/newsevents/pressreleases/monetary20220126c.htm 4 Please see US Bond Strategy Weekly Report, “Positioning For Rate Hikes In The Treasury Market”, dated January 18, 2022. 5 Please see Daily Insights, “US ECI Elevated, Softens On A Sequential Basis”, dated January 31, 2022. Recommended Portfolio Specification Other Recommendations Treasury Index Returns Spread Product Returns

HighlightsThe 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.Feature 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 DisinflationThe 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 WorldWe 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.1 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 SalvationThe 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, andThere are several identifiable technologies currently under development that are likely to have legitimate commercial applications and productivity-enhancing benefits in the futureOn 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.”2Some experts believe that the preparation required to avoid this outcome may dwarf that of the millennium bug (“Y2K”) problem of the late-1990s,3 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 ConclusionsOur 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, CFAVice PresidentThe Bank Credit AnalystFootnotes1 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. 1-30.2 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. 1-7.3 Jonathan Ruane, Andrew McAfee, and William Oliver. “Quantum Computing for Business Leaders.” Harvard Business Review, January-February 2022.

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.