Asset Allocation

Listen to a short summary of this report.       Executive Summary Recession Checklist Monthly Portfolio Update: Recession Or No Recession? Monthly Portfolio Update: Recession Or No Recession? US stocks were down almost 20% at their lowest point in May. Any lower and they would be pricing in recession. Central banks will raise rates to or above neutral to ensure that inflation comes back down to their targets. This will cause growth to slow. Markets will now start to worry more about faltering growth than about high inflation. In our recession checklist (see Table), no indicator is yet pointing to recession, but some may do so soon. The jury is likely to be out for some time on whether there will be a recession in the next 12-18 months. In the meantime, equities are likely to move sideways, amid high volatility. Monthly Portfolio Update: Recession Or No Recession? Monthly Portfolio Update: Recession Or No Recession? Bottom Line: Investors should stay cautiously positioned for now, with only a neutral weighting in equities, and tilts towards more defensive markets and sectors. We recommend a large holding in cash to allow for funds to be redeployed quickly when there is a better entry-point.   The narrative driving global markets has shifted from worries about inflation, to fretting about the risk of recession. Although headline inflation remains high (8.3% year-on-year in the US and 8.1% in the eurozone), inflation pressures have clearly peaked (for now, at least): Broad measures, such as the US trimmed-mean PCE, have started to ease significantly (Chart 1).  Recommended Allocation Monthly Portfolio Update: Recession Or No Recession? Monthly Portfolio Update: Recession Or No Recession? Chart 1Inflationary Pressures Are Starting To Ease Monthly Portfolio Update: Recession Or No Recession? Monthly Portfolio Update: Recession Or No Recession? But now signs are emerging of a slowdown in economic growth. The Citigroup Economic Surprise Indexes in all the major regions have turned down (Chart 2), and global industrial production is falling year-on-year (albeit partly because of lingering supply-side bottlenecks) (Chart 3).   Chart 2Global Growth Is Turning Down Global Growth Is Turning Down Global Growth Is Turning Down Chart 3IP Growth Has Turned Negative IP Growth Has Turned Negative IP Growth Has Turned Negative Equity markets – with US stocks down 19% from their peak to the May low, and global stocks 17% – are pricing in a slowdown, but not yet a recession. As we have often argued, it is almost unheard of to have a bear market (defined as a greater than 20% decline in US stocks) without a recession – the last time that happened was in 1987 (and all on one day, Black Monday) (Chart 4). Note from the chart how often stocks correct by 19-20%, on concerns about recession, without tipping into a bear market. That is where we stand today. Chart 4US Stocks Don't Fall More Than 20% Without A Recession US Stocks Don't Fall More Than 20% Without A Recession US Stocks Don't Fall More Than 20% Without A Recession Table 1Recession Checklist Monthly Portfolio Update: Recession Or No Recession? Monthly Portfolio Update: Recession Or No Recession? So the key question is: Will we have a recession over the next 12-18 months? We have dug out the recession checklist we last used in 2019 (Table 1). While none of the indicators are yet clearly pointing to recession, several may do so by year-end (Chart 5). And there are a number of warning signs starting to flash. The US housing market – the most interest-rate sensitive part of the economy – could soon see home prices falling, after the 200 BPs rise in the 30-year mortgage rate since the start of the year (Chart 6). Wages have failed to rise in line with inflation, which has led to retail sales falling year-on-year in real terms (Chart 7). And there are even some signs that companies are slowing their hiring, presumably on worries about the durability of the recovery: In the latest ISM surveys, the employment component fell to close to 50 (Chart 8). Chart 5Some Recession Indicators Look Worrying Some Recession Indicators Look Worrying Some Recession Indicators Look Worrying Chart 6Housing Is The Most Vulnerable Sector Housing Is The Most Vulnerable Sector Housing Is The Most Vulnerable Sector Chart 7Real Retail Sales Are Falling Real Retail Sales Are Falling Real Retail Sales Are Falling Chart 8Signs That Companies Are Growing Wary Of Hiring? Signs That Companies Are Growing Wary Of Hiring? Signs That Companies Are Growing Wary Of Hiring? The strongest argument against there being a recession is the $2.2 trillion of excess savings held by US households (and $5 trillion among households in all major developed economies). The argument is that, even if interest rates rise and real wage growth is negative, consumers can continue to spend by dipping into these accumulated savings. But there are some problems here. The savings are highly concentrated among the rich, who have a lower propensity to spend (Chart 9). Because of “mental accounting” biases, people may think only of current income, not savings, when considering how much to spend. And, as spending shifts back from goods to services, now that pandemic rules are largely over (Chart 10), spending on manufactured products is likely to fall below trend (since many purchases were brought forward). But it is hard to catch up on previously missed services spending (you can’t take three vacations this year to make up for those you missed in 2020 and 2021), and so services spending will, at best, only return to trend. Chart 9The Rich Have All The Money The Rich Have All The Money The Rich Have All The Money Chart 10Can Services Take Over From Goods Spending? Can Services Take Over From Goods Spending? Can Services Take Over From Goods Spending?     Meanwhile, central banks will be focused on fighting inflation. All of them are expected to take rates to or above neutral over the next 12 months (Chart 11) – implying a squeeze on aggregate demand. Although inflation may be peaking, it is still well above most central banks’ comfort zones. In the US, for example, the FOMC expects core PCE to ease to 4.1% by year-end and 2.6% by end-2023, but that is still higher than its 2% target. The Fed is likely to remain focused on the upside risks to inflation: From rising services prices (Chart 12), and the risk of a price-wage spiral (Chart 13). BCA Research’s bond strategists expect the Fed to hike by 50 BPs at each of the next two meetings (in June and July), and then to revert to 25 BPs a meeting, as long as it is clear by then that inflation is trending down.1 Chart 11Rates Are Going To Or Above Neutral Everywhere Rates Are Going To Or Above Neutral Everywhere Rates Are Going To Or Above Neutral Everywhere Chart 12Inflation Risks: Rising Services Prices... Inflation Risks: Rising Services Prices... Inflation Risks: Rising Services Prices... Our conclusion is that the jury is out on the probability of recession – and is likely to stay out for a while. So far this year, equities and bonds have both performed poorly – with a 60:40 equity/bond portfolio producing the worst start to a year in three decades (Chart 14). Equities have wobbled because of tight monetary policy and worries about slowing growth; bonds because of inflation concerns. This is likely to remain the case until there is more clarity about the risk of recession. In this environment, we expect global equities to move sideways, with significant volatility – falling on signs of weakening growth, but rallying on hopes that the Fed may change its course.2  Chart 13...And A Price-Wage Spiral ...And A Price-Wage Spiral ...And A Price-Wage Spiral Chart 14Nowhere To Hide This Year Nowhere To Hide This Year Nowhere To Hide This Year We continue, therefore, to recommend fairly cautious portfolio positioning, with a neutral weight in global equities (and a preference for defensive country and sector allocations). Investors should keep a healthy holding in cash, giving them dry powder to use when a better entry-point into risk assets presents itself. Fixed Income: Bond yields have fallen over the past month, with the US 10-year Treasury yield slipping to 2.8% from 3.1% in early May. As per BCA Research’s Golden Rule of Bond Investing, the level of yields will be determined by whether the Fed (and other central banks) surprise dovishly or hawkishly relative to market expectations (Chart 15).3 The Fed is likely to hike slightly less this year than the market is pricing in, but may continue to raise rates beyond mid-2023, compared to a market expectation of rate cuts then (see Chart 11, panel 1 above). This points to the 10-year yield remaining broadly flat for the rest of this year, but possibly rising after that. Historically, rates tend to peak in line with trend nominal GDP growth (Chart 16). This means that, if the expansion continues for another couple of years, the 10-year yield could reach 4%. We, therefore, recommend an underweight on bonds. However, government bonds do now represent a good hedge again, with strong capital gain in the event of recession (Table 2). We recommend a neutral weight on government bonds within the fixed-income category. Chart 15The Golden Rule Of Bond Investing The Golden Rule Of Bond Investing The Golden Rule Of Bond Investing Chart 16Rates Tend To Peak In Line With Trend Nominal GDP Growth Rates Tend To Peak In Line With Trend Nominal GDP Growth Rates Tend To Peak In Line With Trend Nominal GDP Growth Table 2Government Bonds Now Offer Good Returns In A Recession Monthly Portfolio Update: Recession Or No Recession? Monthly Portfolio Update: Recession Or No Recession? Chart 17Credit Now Offers Attractive Valuations Monthly Portfolio Update: Recession Or No Recession? Monthly Portfolio Update: Recession Or No Recession? The recent rise in credit spreads has opened some opportunities. Valuations for both investment-grade (IG) and high-yield (HY) bonds are now attractive again, with all but the highest-quality bonds trading at a breakeven spread higher than the long-run median (Chart 17). The likelihood of defaults is rising, however, so we lower our weighting in HY (whilst remaining slightly overweight) and raise the weight in IG, also to a small overweight. We fund this by cutting our recommendation in Emerging Market debt to underweight. Credit, especially in the US, now offers tempting returns as long as the economy avoids recession, and is a relatively low-risk way to gain exposure to upside surprises.   Chart 18US Performance Has Lagged This Year US Performance Has Lagged This Year US Performance Has Lagged This Year Equities: US relative equity performance has been a little disappointing year-to-date, dragged down by the performance of the IT sector (Chart 18).  Nonetheless, we stick to our overweight, given the market’s lower beta and the likely greater resilience of the US economy. Among sectors, we raise our weighting in Energy to overweight from neutral. Our energy strategists recently lifted their forecast for end-2022 Brent crude to $120 from $90, and raise the possibility of even $140 (see below for more on why). Despite the sharp outperformance of Energy stocks over the past six months, the sector has barely registered net inflows – presumably because of ESG (Chart 19). As we argued in a recent report, oil producers could be the new “sin stocks”, making the sector attractive over the next few years to investors who do not have ethical restraints on investing in it. We fund the overweight in Energy by lowering our weighting in Industrials to neutral. Capex is a late-cycle play and capital-goods makers benefited as manufacturers rushed to increase production during the recent consumer boom. But signs are now emerging that companies are becoming more cautious on capex (Chart 20). Chart 19Weak Flows Into The Energy Sector Despite Strong Performance Monthly Portfolio Update: Recession Or No Recession? Monthly Portfolio Update: Recession Or No Recession? Chart 20Companies Are Becoming More Cautious On Capex Companies Are Becoming More Cautious On Capex Companies Are Becoming More Cautious On Capex Commodities: China’s growth remains very weak and, although commodity prices have started to fall (with copper down 9% and iron ore 11% in Q2), they have not yet caught up with the slowdown in Chinese imports (Chart 21). The key question is whether China will now roll out a big stimulus. Given the government’s determination to persevere with the zero-Covid policy, and its need to achieve the 5.5% GDP growth target this year, it will eventually have no choice. But it is reluctant to trigger another housing boom, and there are doubts about how effective stimulus would be given the property market’s dysfunction. For now, we remain cautious on the Materials sector, and on commodities as an alternative asset – though the long-term structural story (because of the build-out of alternative energy) remains strong. Oil and natural-gas prices are likely to remain high due to disruptions in supply from Russia. Russia will probably have to shut 1.6 m b/d of production following the EU embargo on Russian oil imports. The EU is rushing to build up natural-gas inventories before the winter, in case Russia bans gas exports to Europe in retaliation (Chart 22). Higher oil prices are positive for the Energy sector, and for countries such as Canada (whose equity market we raise to neutral, funding this by trimming the overweight in the US). Chart 21Commodity Prices Dragged Down By Weak Chinese Growth Commodity Prices Dragged Down By Weak Chinese Growth Commodity Prices Dragged Down By Weak Chinese Growth Chart 22The EU Will Need To Buy Lots Of Natural Gas Monthly Portfolio Update: Recession Or No Recession? Monthly Portfolio Update: Recession Or No Recession? Currencies: Momentum, cyclical factors, and interest-rate differentials still favor the US dollar. Although the Fed will not raise rates quite as much as futures are pricing in, other central banks – especially the ECB and the Reserve Bank of Australia – will miss by more (Table 3). Nevertheless, the USD looks very overvalued (Chart 23) and speculators are long the currency. This means that, once global growth bottoms, there could be a sharp depreciation in the dollar. We remain neutral on the USD. Our preferred defensive currency is the CHF, since the other usual safe haven, the JPY, will remain depressed if, as we expect, the Bank of Japan persists with its yield curve control, limiting the 10-year JGB yield to 0.25%. Table 3Most Central Banks Will Not Hike As Much As Futures Predict Monthly Portfolio Update: Recession Or No Recession? Monthly Portfolio Update: Recession Or No Recession? Chart 23US Dollar Is Very Overvalued US Dollar Is Very Overvalued US Dollar Is Very Overvalued Garry Evans, Senior Vice President Global Asset Allocation garry@bcaresearch.com   Footnotes 1     Please see US Bond Strategy Report, “Echoes Of 2018” dated May 24, 2022. 2     BCA Research’s US equity strategists call this a “Fat and Flat” market. Please see “What Is Next For US Equities? They Will Be Fat And Flat”. 3     Please see “Updating Our Global Golden Rule Of Bond Investing As Inflation Momentum Peaks” for an explanation of how the Golden Rule works in different countries.   Recommended Asset Allocation Model Portfolio (USD Terms)

Listen to a short summary of this report.         Executive Summary The US Inflation Surprise Index Has Rolled Over Goldilocks: A Skeptical Q&A Goldilocks: A Skeptical Q&A Global equities are nearing a bottom and will rally over the coming months as inflation declines and growth reaccelerates. While equity valuations are not at bombed-out levels, they have cheapened significantly. Global stocks trade at 15.3-times forward earnings. We are upgrading tech stocks from underweight to neutral. The NASDAQ Composite now trades at a forward P/E of 22.6, down from 32.9 at its peak last year. The 10-year Treasury yield should decline to 2.5% by the end of the year, which will help tech stocks at the margin. The US dollar has peaked. A weakening dollar will provide a tailwind to stocks, especially overseas bourses. US high-yield spreads are pricing in a default rate of 6.2% over the next 12 months, well above the trailing default rate of 1.2%. Favor high-yield credit over government bonds within a fixed-income portfolio.   Bottom Line: The recent sell-off in stocks provides a good opportunity to increase equity allocations. We expect global stocks to rise 15%-to-20% over the next 12 months. Back to Bullish We wrote a report on April 22nd arguing that global equities were heading towards a “last hurrah” in the second half of the year as a Goldilocks environment of falling inflation and supply-side led growth emerges. Last week, we operationalized this view by tactically upgrading stocks to overweight after having downgraded them in late February. This highly out-of-consensus view change, coming at a time when surveys by the American Association of Individual Investors and other outfits show extreme levels of bearishness, has garnered a lot of attention. In this week’s report, we answer some of the most common questions from the perspective of a skeptical reader.   Q: Inflation is at multi-decade highs, global growth is faltering, and central banks are about to hike rates faster than we have seen in years. Isn’t it too early to turn bullish? A: We need to focus on how the world will look like in six months, not how it looks like now. Inflation has likely peaked and many of the forces that have slowed growth, such as China’s Covid lockdown and the war in Ukraine, could abate.   Q: What is the evidence that inflation has peaked? And may I remind you, even if inflation does decline later this year, this is something that most investors and central banks are already banking on. Inflation would need to fall by more than expected for your bullish scenario to play out. A: That’s true, but there is good reason to think that this is precisely what will happen.  Overall spending in the US is close to its pre-pandemic trend. However, spending on goods remains above trend while spending on services is below trend (Chart 1). Services prices tend to be stickier than goods prices. Thus, the shift in spending patterns caused goods inflation to rise markedly with little offsetting decline in services inflation. To cite one of many examples, fitness equipment prices rose dramatically, but gym membership fees barely fell (Chart 2). Chart 1Total US Consumer Spending Is Almost Exactly At Its Pre-Pandemic Trend, But The Composition Of Spending Remains Skewed Total US Consumer Spending Is Almost Exactly At Its Pre-Pandemic Trend, But The Composition Of Spending Remains Skewed Total US Consumer Spending Is Almost Exactly At Its Pre-Pandemic Trend, But The Composition Of Spending Remains Skewed Chart 2Asymmetries Matter: Firms Manufacturing Sports Equipment Jacked Up Prices, But Gyms Barely Cut Prices Asymmetries Matter: Firms Manufacturing Sports Equipment Jacked Up Prices, But Gyms Barely Cut Prices Asymmetries Matter: Firms Manufacturing Sports Equipment Jacked Up Prices, But Gyms Barely Cut Prices As goods demand normalizes, goods inflation will come down. Meanwhile, the supply of goods should increase as the pandemic winds down, and hopefully, a detente is reached in Ukraine. There are already indications that some supply-chain bottlenecks have eased (Chart 3). Q: Even if supply shocks abate, which seems like a BIG IF to me, wouldn’t the shift in spending towards services supercharge what has been only a modest acceleration in services inflation so far? A: Wages are the most important driver of services inflation. Although the evidence is still tentative, it does appear as though wage inflation is peaking. The 3-month annualized growth rate in average hourly earnings for production and nonsupervisory workers slowed from 7.2% in the second half of 2021 to 3.8% in April (Chart 4). Assuming productivity growth of 1.5%, this is consistent with unit labor cost inflation of only slightly more than 2%, which is broadly consistent with the Fed’s CPI inflation target.1 Image Chart 4Wage Pressures May Be Starting To Ease Wage Pressures May Be Starting To Ease Wage Pressures May Be Starting To Ease Image Moreover, a smaller proportion of firms expect to raise wages over the next six months than was the case late last year according to a variety of regional Fed surveys (Chart 5). The same message is echoed by the NFIB small business survey (Chart 6). Consistent with all this, the US Citi Inflation Surprise Index has rolled over (Chart 7).   Chart 6... Small Business Owners Included ... Small Business Owners Included ... Small Business Owners Included Chart 7The US Inflation Surprise Index Has Rolled Over The US Inflation Surprise Index Has Rolled Over The US Inflation Surprise Index Has Rolled Over   Q: What about the “too cold” risk to your Goldilocks scenario? The risks of recession seem to be rising. A: The market is certainly worried about this outcome, and that has been the main reason stocks have fallen of late. However, we do not think this fear is justified, certainly not in the US (Chart 8). US households are sitting on $2.3 trillion excess savings, equal to about 14% of annual consumption. The ratio of household debt-to-disposable income is down 36 percentage points from its highs in early 2008, giving households the wherewithal to spend more. Core capital goods orders, a good leading indicator for capex, have surged. The homeowner vacancy rate is at a record low, suggesting that homebuilding will be fairly resilient in the face of higher mortgage rates.   Q: It seems like the Fed has a nearly impossible task on its hands: Increase labor market slack by enough to cool the economy but not so much as to trigger a recession. You yourself have pointed out that the Fed has never achieved this in its history. A: It is correct that the unemployment rate has never risen by more than one-third of a percentage point in the US without a recession occurring (Chart 9). That said, there are three reasons to think that a soft landing can be achieved this time. Image Chart 9When Unemployment Starts Rising, It Usually Keeps Rising When Unemployment Starts Rising, It Usually Keeps Rising When Unemployment Starts Rising, It Usually Keeps Rising First, increasing labor market slack is easier if one can raise labor supply rather than reducing labor demand. Right now, the participation rate is nearly a percentage point below where it was in 2019, even if one adjusts for increased early retirement during the pandemic (Chart 10). Wages have risen relatively more at the bottom end of the income distribution. This should draw more low-wage workers into the labor force. Furthermore, according to the Federal Reserve, accumulated bank savings for the lowest-paid 20% of workers have been shrinking since last summer, which should incentivize job seeking (Chart 11). Chart 10Labor Participation Has Further Scope To Recover Labor Participation Has Further Scope To Recover Labor Participation Has Further Scope To Recover Chart 11Depleted Savings Will Force More Lower-Wage Workers Into The Labor Market Depleted Savings Will Force More Lower-Wage Workers Into The Labor Market Depleted Savings Will Force More Lower-Wage Workers Into The Labor Market Second, long-term inflation expectations remain well contained, which makes a soft landing more likely. Median expected inflation 5-to-10 years out in the University of Michigan survey stood at 3% in May, roughly where it was between 2005 and 2013 (Chart 12). Median expected earnings growth in the New York Fed Survey of Consumer Expectations was only slightly higher in April than it was prior to the pandemic (Chart 13). Chart 12Consumer Long-Term Inflation Expectations Have Risen But Remain Relatively Low Consumer Long-Term Inflation Expectations Have Risen But Remain Relatively Low Consumer Long-Term Inflation Expectations Have Risen But Remain Relatively Low Chart 13US Consumers Do Not Expect Wages To Grow At A Much Higher Rate Than In The Pre-Pandemic Period US Consumers Do Not Expect Wages To Grow At A Much Higher Rate Than In The Pre-Pandemic Period US Consumers Do Not Expect Wages To Grow At A Much Higher Rate Than In The Pre-Pandemic Period A third reason for thinking that a soft landing may be easier to achieve this time around is that the US private-sector financial balance – the difference between what the private sector earns and spends – is still in surplus (Chart 14). This stands in contrast to the lead-up to both the 2001 and 2008-09 recessions, when the private sector was living beyond its means.   Q: You have spoken a lot about the US, but the situation seems dire elsewhere. Europe may already be in recession as we speak! A: The near-term outlook for Europe is indeed challenging. The euro area economy grew by only 0.8% annualized in the first quarter. Mathieu Savary, BCA’s Chief European Strategist, expects an outright decline in output in Q2. To no one’s surprise, the war in Ukraine is weighing on European growth. The Bundesbank estimates that a full embargo of Russian oil and gas would reduce German real GDP by an additional 5% on top of the damage already inflicted by the war (Chart 15). Chart 14The US Private-Sector Financial Balance Remains In Surplus The US Private-Sector Financial Balance Remains In Surplus The US Private-Sector Financial Balance Remains In Surplus Chart 15Germany’s Economy Will Sink Without Russian Energy Goldilocks: A Skeptical Q&A Goldilocks: A Skeptical Q&A While such a full embargo is possible, it is not our base case. In a remarkable about-face, Putin now says he has “no problems” with Finland and Sweden joining NATO, provided that they do not place military infrastructure in their countries. He had previous threatened a military response at the mere suggestion of NATO membership. In any case, there are few signs that Putin’s increasingly insular and dictatorial regime would respond to an oil embargo or other economic incentives. The wealthy oligarchs who were supposed to rein him in are cowering in fear. It is also not clear if Europe would gain any political leverage over Russia by adopting policies that push its own economy into a recession. It is worth noting that the price of the December 2022 European natural gas futures contract is down 39% from its peak at the start of the war (Chart 16). It is also noteworthy that European EPS estimates have been trending higher this year even as GDP growth estimates have been cut (Chart 17). This suggests that the analyst earnings projections were too conservative going into the year. Chart 16European Natural Gas Futures Are High But Below Their Peak European Natural Gas Futures Are High But Below Their Peak European Natural Gas Futures Are High But Below Their Peak Chart 17European And US EPS Estimates Have Been Trending Higher This Year European And US EPS Estimates Have Been Trending Higher This Year European And US EPS Estimates Have Been Trending Higher This Year Chart 18Chinese Property Sector: Signs Of Contraction Chinese Property Sector: Signs Of Contraction Chinese Property Sector: Signs Of Contraction Q: What about China? The lockdowns are crippling growth and the property market is in shambles. A: There is truth to both those claims. The government has all but said that it will not abandon its zero-Covid policy anytime soon, even going as far as to withdraw from hosting the 2023 AFC Asian Cup. While the number of new cases has declined sharply in Shanghai, future outbreaks are probable. On the bright side, China is likely to ramp up domestic production of Pfizer’s Paxlovid drug. Increased availability of the drug will reduce the burden of the disease once social distancing restrictions are relaxed. As far as the property market is concerned, sales, starts, completions, as well as home prices are all contracting (Chart 18). BCA’s China Investment Strategy expects accelerated policy easing to put the housing sector on a recovery path in the second half of this year. Nevertheless, they expect the “three red lines” policy to remain in place, suggesting that the rebound in housing activity will be more muted than in past recoveries.2  Ironically, the slowdown in the Chinese housing market may not be such a bad thing for the rest of the world. Remember, the main problem these days is inflation. To the extent that a sluggish Chinese housing market curbs the demand for commodities, this could provide some relief on the inflation front.   Q: So bad news is good news. Interesting take. Let’s turn to markets. You mentioned earlier that equity sentiment was very bearish. Fair enough, but I would note the very same American Association of Individual Investors survey that you cited also shows that investors’ allocation to stocks is near record highs (Chart 19). Shouldn’t we look at what investors are doing rather than what they’re saying? A: The discrepancy may not be as large as it seems. As Chart 20 illustrates, investors may not like stocks, but they like bonds even less. Chart 19Individual Investors Still Hold A Lot Of Stock Individual Investors Still Hold A Lot Of Stock Individual Investors Still Hold A Lot Of Stock   Image Chart 20B... But They Like Bonds Even Less ... But They Like Bonds Even Less ... But They Like Bonds Even Less Chart 21Global Equities Are More Attractively Valued After The Recent Sell-Off Global Equities Are More Attractively Valued After The Recent Sell-Off Global Equities Are More Attractively Valued After The Recent Sell-Off Global equities currently trade at 15.3-times forward earnings; a mere 12.5-times outside the US. The global forward earnings yield is 6.7 percentage points higher than the global real bond yield. In 2000, the spread between the earnings yield and the real bond yield was close to zero (Chart 21). It should also be mentioned that institutional data already show a sharp shift out of equities. The latest Bank of America survey revealed that fund managers cut equity allocations to a net 13% underweight in May from a 6% overweight in April and a net 55% overweight in January. Strikingly, fund managers were even more underweight bonds than stocks. Cash registered the biggest overweight in two decades.   Q: Your bullish equity bias notwithstanding, you were negative on tech stocks last year, arguing that the NASDAQ would turn into the NASDOG. Given that the NASDAQ Composite is down 29% from its highs, is it time to increase exposure to some beaten down tech names? A: Both the cyclical and structural headwinds facing tech stocks that we discussed in These Three High-Flying Equity Sectors Could Come Crashing Back Down To Earth and The Disruptor Delusion remain in place. Nevertheless, with the NASDAQ Composite now trading at 22.6-times forward earnings, down from 32.9 at its peak last year, an underweight in tech is no longer appropriate (Chart 22). A neutral stance is now preferable.   Chart 22Tech Stock Valuations Have Returned To Earth Tech Stock Valuations Have Returned To Earth Tech Stock Valuations Have Returned To Earth Q: I guess if bond yields come down a bit more, that would help tech stocks? A: Yes. Tech stocks tend to be growth-oriented. Falling bond yields raise the present value of expected cash flows more for growth companies than for other firms. While we do expect global bond yields to eventually rise above current levels, yields are likely to decline modestly over the next 12 months as inflation temporarily falls. We expect the US 10-year yield to end the year at around 2.5%.   Q: A decline in US bond yields would undermine the high-flying dollar, would it not? A: It depends on how bond yields abroad evolve. US Treasuries tend to be relatively high beta, implying that US yields usually fall more when global yields are declining (Chart 23). Thus, it would not surprise us if interest rate differentials moved against the dollar later this year. Chart 23US Treasuries Have A Higher Beta Than Most Other Government Bond Markets US Treasuries Have A Higher Beta Than Most Other Government Bond Markets US Treasuries Have A Higher Beta Than Most Other Government Bond Markets It is also important to remember that the US dollar is a countercyclical currency (Chart 24). If global growth picks up as pandemic dislocations fade and the Ukraine war winds down, the dollar is likely to weaken. Chart 24The Dollar Is A Countercyclical Currency The Dollar Is A Countercyclical Currency The Dollar Is A Countercyclical Currency Image A wider trade deficit could also imperil the greenback. The US trade deficit has increased from US$45 billion in December 2019 to US$110 billion. Equity inflows have helped finance the trade deficit, but net flows have turned negative of late (Chart 25). Finally, the dollar is quite expensive – 27% overvalued based on Purchasing Power Parity exchange rates.   Q: Let’s sum up. Please review your asset allocation recommendations both for the next 12 months and beyond. A: To summarize, global inflation has peaked. Growth should pick up later this year as supply-chain bottlenecks abate. The combination of falling inflation and supply-side led growth will provide a springboard for equities. We expect global stocks to rise 15%-to-20% over the next 12 months. Historically, non-US stocks have outperformed their US peers when the dollar has been weakening (Chart 26). EM stocks, in particular, have done well in a weak dollar environment Chart 26Non-US Stocks Will Benefit From A Weaker US Dollar Non-US Stocks Will Benefit From A Weaker US Dollar Non-US Stocks Will Benefit From A Weaker US Dollar Chart 27The Market Is Too Pessimistic On Default Risk The Market Is Too Pessimistic On Default Risk The Market Is Too Pessimistic On Default Risk Within fixed-income portfolios, we recommend a modest long duration stance over the next 12 months. We favor high-yield credit over safer government bonds. US high-yield spreads imply a default rate of 6.2% over the next 12 months compared to a trailing 12-month default rate of only 1.2% (Chart 27). Chart 28Falling Inflation Will Buoy Consumer Sentiment Falling Inflation Will Buoy Consumer Sentiment Falling Inflation Will Buoy Consumer Sentiment Our guess is that this Goldilocks environment will end towards the end of next year. As inflation comes down, real wage growth will turn positive. Consumer confidence, which is now quite depressed, will improve (Chart 28). Stronger demand will cause inflation to reaccelerate in 2024, setting the stage for another round of central bank rate hikes.   Peter Berezin Chief Global Strategist peterb@bcaresearch.com Follow me on           LinkedIn Twitter       Footnotes 1    The Federal Reserve targets an average inflation rate of 2% for the Personal Consumption Expenditures (PCE) index. Due to compositional differences between the two indices, CPI inflation has historically averaged 30-to-50 basis points higher than PCE inflation. This is why the Fed effectively targets a CPI inflation rate of 2.3%-to-2.5%. 2    The People’s Bank of China and the housing ministry issued a deleveraging framework for property developers in August 2020, consisting of a 70% ceiling on liabilities-to-assets, a net debt-to-equity ratio capped at 100%, and a limit on short-term borrowing that cannot exceed cash reserves. Developers breaching these “red lines” run the risk of being cut off from access to new loans from banks, while those who respect them can only increase their interest-bearing borrowing by 15% at most. Global Investment Strategy View Matrix Goldilocks: A Skeptical Q&A Goldilocks: A Skeptical Q&A Special Trade Recommendations Current MacroQuant Model Scores Goldilocks: A Skeptical Q&A Goldilocks: A Skeptical Q&A

Executive Summary The structural downtrend in Chinese bond yields has a lot further to go, because it is helping to let the air out gently of stratospheric valuations in the real estate sector, and thereby preventing a hard landing for the Chinese economy. In the US, flagging mortgage and housing market activity is weighing on an already slowing economy. Buy US T-bonds. The long T-bond yield is close to a peak. Switch equity exposure into long-duration sectors such as healthcare and biotech. Go overweight US homebuilders versus US insurers. The peak in bond yields will also take pressure off US homebuilder shares whose recent collapse has been the mirror-image of the surge in the 30-year mortgage rate. Fractal trading watchlist: Basic resources; Switzerland versus Germany; and USD/EUR. The Collapse In US Homebuilder Shares Is The Mirror-Image Of The Surge In The Mortgage Rate The Collapse In US Homebuilder Shares Is The Mirror-Image Of The Surge In The Mortgage Rate The Collapse In US Homebuilder Shares Is The Mirror-Image Of The Surge In The Mortgage Rate Bottom Line: The global bond yield cannot rise much further before it destabilises the $350 trillion global real estate market and thereby destabilises the global economy. Feature Quietly and largely unnoticed, Chinese long-dated bond yields have been drifting lower (Chart I-1 and Chart I-2). At a time that surging bond yields elsewhere in the world have grabbed all the attention, the largely unnoticed contrarian move in Chinese bond yields through the past year is significant because of something else that has gone largely unnoticed: Chinese real estate has become by far the largest asset-class in the world, worth $100 trillion.1 Chart I-1The Contrarian Downdrift In The Chinese 30-Year Bond Yield The Contrarian Downdrift In The Chinese 30-Year Bond Yield The Contrarian Downdrift In The Chinese 30-Year Bond Yield Chart I-2The Contrarian Downdrift In The Chinese 10-Year Bond Yield The Contrarian Downdrift In The Chinese 10-Year Bond Yield The Contrarian Downdrift In The Chinese 10-Year Bond Yield Chinese Real Estate Is Trading On A Stratospheric Valuation The $100 trillion valuation of Chinese real estate market is greater than the $90 trillion global economy, is more than twice the size of the $45 trillion US real estate market and the $45 trillion US stock market, and dwarfs the $18 trillion Chinese economy. Suffice to say, Chinese real estate’s pre-eminence as the world’s largest asset-class is mostly due to its stratospheric valuation. Prime residential rental yields in Guangzhou, Shanghai, Hangzhou, Shenzhen and Beijing have collapsed to 1.5 percent, the lowest rental yields in the world and less than half the global average of 3 percent. Versus rents therefore, Chinese real estate is now twice as expensive as in the rest of the world (Chart I-3). Chart I-3Versus Rents, Chinese Real Estate Is The Most Expensive In The World $350 Trillion Of Global Real Estate Can’t Swallow Higher Bond Yields $350 Trillion Of Global Real Estate Can’t Swallow Higher Bond Yields To corroborate this point, while the US real asset market is worth around two times US annual GDP, the Chinese real estate market is worth more than five times China’s annual GDP! The structural downtrend in Chinese bond yields has a lot further to go. Crucially, the downward drift in Chinese bond yields is alleviating some of the pressure on the extremely highly valued Chinese real estate market – as it helps to let the air out gently of the stratospheric valuations, and thereby avoid a hard landing for the Chinese economy. Hence, the structural downtrend in Chinese bond yields has a lot further to go. The Surge In US Mortgage Rates Is Taking Its Toll Meanwhile, in the rest of the world, the surge in bond yields poses a major threat to the decade long housing boom. Versus rents, US house prices are the most expensive ever – more expensive even than during the early 2000s so-called ‘housing bubble’. For the first time since 2008, the US 30-year mortgage rate is higher than the prime residential rental yield. Until recently, the historically low rental yield on US real estate was justified by an extremely low bond yield. But the recent surge in the bond yield has changed all that. For the first time since 2008, the US 30-year mortgage rate is higher than the prime residential rental yield2 (Chart I-4). Chart I-4The US 30-Year Mortgage Rate Is Now Higher Than The Prime Residential Rental Yield The US 30-Year Mortgage Rate Is Now Higher Than The Prime Residential Rental Yield The US 30-Year Mortgage Rate Is Now Higher Than The Prime Residential Rental Yield The surge in US mortgage rates is taking its toll. Since the end of January, US mortgage applications for home purchase have fallen by almost a fifth (Chart I-5), and the lower demand for home purchase mortgages is starting to weigh on home construction (Chart I-6). Building permits for new private housing units were already falling in February, but a more up-to-date sign of the pain is the 35 percent collapse in US homebuilder shares. Chart I-5US Mortgage Applications For Home Purchase Have Fallen By Almost A Fifth US Mortgage Applications For Home Purchase Have Fallen By Almost A Fifth US Mortgage Applications For Home Purchase Have Fallen By Almost A Fifth Chart I-6The Lower Demand For Home Purchase Mortgages Is Starting To Weigh On Home Construction The Lower Demand For Home Purchase Mortgages Is Starting To Weigh On Home Construction The Lower Demand For Home Purchase Mortgages Is Starting To Weigh On Home Construction $350 Trillion Of Global Real Estate Can’t Swallow Higher Bond Yields Mortgage rates drive real estate rental yields because of the arbitrage between buying versus renting a similar home. Given a fixed annual budget for housing, I must choose between how much home I can buy – which depends on the mortgage rate, versus how much home I can rent – which depends on the rental yield. The arbitrage should make me indifferent between the two options. As a simple example of this arbitrage, let’s assume my annual budget for housing is $10k, and both the mortgage rate and rental yield are 4 percent. I will be indifferent between spending the $10k on interest on a $250k mortgage loan to buy the home, or spending the $10k to rent a similar $250k home. If the mortgage rate rises to 5 percent, then the maximum loan that my $10k of interest payment will afford me falls to $200k, reducing my maximum bid to buy the home. If I am the marginal bidder, then the home price will fall to $200k, so that the $10k rent on the similar valued home will also equate to a higher rental yield of 5 percent. In practice, the simple arbitrage described above is complicated by several factors: the maximum loan-to-value that a lender will offer on the home; the different transaction costs of buying versus renting; and the fact that people prefer to buy than to rent because buying a home is an investment which also provides a consumption service – shelter, whereas renting a home only provides the consumption service. Nevertheless, these complications do not diminish the overarching connection between mortgage rates and rental yields. The lion’s share of the real estate boom has come from a massive valuation uplift, which in turn has come from structurally lower bond yields. All of which brings us to the decade long global real estate boom that has doubled the value of global real estate market to an eye-watering $350 trillion, four times the size of the $90 trillion global economy. During this unprecedented boom, global rents have risen by 40 percent, tracking world nominal GDP, as they should. This means that the lion’s share of the real estate boom has come from a massive valuation uplift, which in turn has come from structurally lower bond yields (Chart I-7).    Chart I-7The Lion's Share Of The Global Real Estate Boom Has Come From A Massive Uplift In Valuations The Lion's Share Of The Global Real Estate Boom Has Come From A Massive Uplift In Valuations The Lion's Share Of The Global Real Estate Boom Has Come From A Massive Uplift In Valuations Since the global financial crisis, there has been an excellent empirical relationship between the global long-dated bond yield (US/China average) and the global rental yield. The important takeaway is that the global bond yield cannot rise much further before it destabilises the $350 trillion global real estate market and thereby destabilises the global economy (Chart I-8). Chart I-8The Global Bond Yield Cannot Rise Much Further Before It Destabilises The $350 Trillion Global Real Estate Market The Global Bond Yield Cannot Rise Much Further Before It Destabilises The $350 Trillion Global Real Estate Market The Global Bond Yield Cannot Rise Much Further Before It Destabilises The $350 Trillion Global Real Estate Market Some Investment Conclusions The good news is that the recent rise in the global bond yield has been limited by the downdrift in Chinese bond yields. Given the massive overvaluation of Chinese real estate, the structural downtrend in Chinese bond yields has a lot further to go. Meanwhile in the US, unless bond yields back down quickly, flagging mortgage and housing market activity will weigh on an already slowing economy. If US bond yields don’t back down quickly, the feedback from consequent slowdown in the economy will ultimately bring yields down anyway. As I explained last week in Fat-Tailed Inflation Signals A Peak In Bond Yields I do expect the long T-bond yield to back down relatively quickly. The sharp drop in US core inflation to just 0.3 percent month-on-month in March signals that inflation is peaking. Hence, medium to long term investors should be buying US T-bonds, and switching equity exposure into long-duration sectors such as healthcare and biotech. Finally, a peak in bond yields will also take pressure off US homebuilder shares whose recent collapse has been the mirror-image of the surge in the 30-year mortgage rate (Chart I-9). Hence, go overweight US homebuilders versus US insurers. Chart I-9The Collapse In US Homebuilder Shares Is The Mirror-Image Of The Surge In The Mortgage Rate The Collapse In US Homebuilder Shares Is The Mirror-Image Of The Surge In The Mortgage Rate The Collapse In US Homebuilder Shares Is The Mirror-Image Of The Surge In The Mortgage Rate Fractal Trading Watchlist Given that inflation hedging investment demand has driven at least part of the strong rally in basic resources, a peak in inflation and bond yields threatens to unwind the recent outperformance of basic resources shares. This is corroborated by the extremely fragile 130-day fractal structure (Chart I-10). Accordingly, the recommended trade is to short basic resources (GNR) versus the broad market, setting the profit target and symmetrical stop-loss at 11.5 percent. This week we are also adding to our watchlist: Switzerland versus Germany; and USD/EUR. The full list of 20 investments that are experiencing or approaching turning points is available on our website: cpt.bcaresearch.com  Chart I-10The Outperformance Of Basic Resources Is Vulnerable To Reversal The Outperformance Of Basic Resources Is Vulnerable To Reversal The Outperformance Of Basic Resources Is Vulnerable To Reversal Switzerland's Outperformance Vs. Germany Could End Switzerland's Outperformance Vs. Germany Could End Switzerland's Outperformance Vs. Germany Could End The Rally In USD/EUR Could End The Rally In USD/EUR Could End The Rally In USD/EUR Could End Chart 1The Strong Trend In The 18-Month-Out US Interest Rate Future Is Fragile The Strong Trend In The 18-Month-Out US Interest Rate Future Is Fragile The Strong Trend In The 18-Month-Out US Interest Rate Future Is Fragile Chart 2The Strong Trend In The 3 Year T-Bond Is Fragile The Strong Trend In The 3 Year T-Bond Is Fragile The Strong Trend In The 3 Year T-Bond Is Fragile Chart 3AUD/KRW Is Vulnerable To Reversal AUD/KRW Is Vulnerable To Reversal AUD/KRW Is Vulnerable To Reversal Chart 4Canada Versus Japan Is Vulnerable To Reversal Canada Versus Japan Is Vulnerable To Reversal Canada Versus Japan Is Vulnerable To Reversal Chart 5Canada's TSX-60's Outperformance Might Be Over Canada's TSX-60's Outperformance Might Be Over Canada's TSX-60's Outperformance Might Be Over Chart 6US Healthcare Providers Vs. Software At Risk of Reversal US Healthcare Providers Vs. Software At Risk of Reversal US Healthcare Providers Vs. Software At Risk of Reversal Chart 7Bitcoin's 65-Day Fractal Support Is Holding For Now Bitcoin's 65-Day Fractal Support Is Holding For Now Bitcoin's 65-Day Fractal Support Is Holding For Now Chart 8A Potential Switching Point From Tobacco Into Cannabis A Potential Switching Point From Tobacco Into Cannabis A Potential Switching Point From Tobacco Into Cannabis Chart 9Biotech Is A Major Buy Biotech Is A Major Buy Biotech Is A Major Buy Chart 10CAD/SEK Reversal Has Started CAD/SEK Reversal Has Started CAD/SEK Reversal Has Started Chart 11Financials Versus Industrials To Reverse Financials Versus Industrials To Reverse Financials Versus Industrials To Reverse Chart 12Norway's Outperformance Could End Norway's Outperformance Could End Norway's Outperformance Could End Chart 13Greece's Brief Outperformance To End Greece's Brief Outperformance To End Greece's Brief Outperformance To End Chart 14BRL/NZD At A Resistance Point BRL/NZD At A Resistance Point BRL/NZD At A Resistance Point Chart 15The Outperformance Of Resources Versus Healthcare Is Vulnerable To Reversal The Outperformance Of Resources Versus Healthcare Is Vulnerable To Reversal The Outperformance Of Resources Versus Healthcare Is Vulnerable To Reversal Chart 16The Outperformance Of Resources Versus Biotech Is Vulnerable To Reversal The Outperformance Of Resources Versus Biotech Is Vulnerable To Reversal The Outperformance Of Resources Versus Biotech Is Vulnerable To Reversal Chart 17Cotton's Outperformance Is Vulnerable To Reversal Cotton's Outperformance Is Vulnerable To Reversal Cotton's Outperformance Is Vulnerable To Reversal Chart 18US Homebuilders' Underperformance Is At A Potential Turning Point US Homebuilders' Underperformance Is At A Potential Turning Point US Homebuilders' Underperformance Is At A Potential Turning Point Chart 19Fractal Trading Watch List Fractal Trading Watch List Fractal Trading Watch List Chart 20Fractal Trading Watch List Fractal Trading Watch List Fractal Trading Watch List Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Footnotes 1 We estimate the value of Chinese real estate at the end of 2021 to be $97 trillion, comprising residential $85 trillion, commercial $6 trillion, and agricultural $6 trillion. The source is: the Savills September 2021 report ‘The total value of global real estate’, which valued the global real estate market to the end of 2020; and the February 2022 report ‘Savills Prime Residential Index: World Cities’ which allowed us to update the valuations to the end of 2021. 2 The US prime residential rental yield is the simple average of the prime residential rental yields in New York, Miami, Los Angeles and San Francisco. Source: Savills. Fractal Trading System Fractal Trades $350 Trillion Of Global Real Estate Can’t Swallow Higher Bond Yields $350 Trillion Of Global Real Estate Can’t Swallow Higher Bond Yields $350 Trillion Of Global Real Estate Can’t Swallow Higher Bond Yields $350 Trillion Of Global Real Estate Can’t Swallow Higher Bond Yields 6-Month Recommendations Structural Recommendations Closed Fractal Trades Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Chart II-2Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Chart II-3Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Chart II-5Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed   Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations  

Highlights Chart 1Reduce Credit Exposure Reduce Credit Exposure Reduce Credit Exposure Corporate bond spreads staged a nice rally during the past month. The average index spread for investment grade corporates is only 22 bps above its pre-COVID low and 33 bps above last year’s trough. The average High-Yield index spread is 5 bps above its pre-COVID low and 49 bps above last year’s trough (Chart 1). This rally occurred even as inflation data continued to surprise to the upside and employment data confirmed that the US labor market is extremely tight. With the economic data justifying the Fed’s hawkish pivot, the Treasury curve has flattened dramatically, and both the 2-year/10-year and 3-year/10-year slopes are now inverted (Chart 1, bottom panel). An inverted yield curve is a reliable late-cycle indicator, and we think current spread levels offer a good opportunity to reduce corporate bond exposure. This week, we downgrade investment grade corporates from neutral (3 out of 5) to underweight (2 out of 5) and high-yield corporates from overweight (4 out of 5) to neutral (3 out of 5), placing the proceeds into Treasuries. We also downgrade our recommended allocations EM Sovereigns (see page 8) and TIPS (see page 11), upgrade our recommended allocation to CMBS (see page 13) and adjust our recommended yield curve positioning (see page 10). Feature Table 1Recommended Portfolio Specification The Beginning Of The End The Beginning Of The End Table 2Fixed Income Sector Performance The Beginning Of The End The Beginning Of The End Investment Grade: Underweight Chart 2Investment Grade Market Overview Investment Grade Market Overview Investment Grade Market Overview Investment grade corporate bonds outperformed the duration-equivalent Treasury index by 86 basis points in March, bringing year-to-date excess returns up to -154 bps. Our quality-adjusted 12-month breakeven spread shifted down to its 21st percentile since 1995 (Chart 2). As noted on the first page of this report, corporate spreads have rallied to within striking distance of their pre-COVID lows at the same time as the yield curve has become inverted beyond the 2-year maturity. We showed in last week’s report that an inversion of the 2-year/10-year Treasury slope is not necessarily a harbinger of imminent recession, but it does typically coincide with very low (and often negative) excess corporate bond returns.1 The combination of reasonably tight spreads and an inverted yield curve causes us to recommend downgrading investment grade corporate bond allocations from neutral (3 out of 5) to underweight (2 out of 5). It’s important to note that corporate balance sheets remain healthy (bottom panel) and we see no indication that a recession or default cycle will unfold during the next 6-12 months. That said, we must acknowledge that an inverted yield curve signals that the economic recovery is entering its late stages. Economic growth will be slower going forward and corporate spreads are unlikely to tighten much, especially from current depressed levels. Against this backdrop it makes sense to be more cautious on credit, sacrificing small positive excess returns in the near-term to ensure that we aren’t invested when the next downturn hits. Table 3ACorporate Sector Relative Valuation And Recommended Allocation* The Beginning Of The End The Beginning Of The End Table 3BCorporate Sector Risk Vs. Reward* The Beginning Of The End The Beginning Of The End High-Yield: Neutral Chart 3High-Yield Market Overview High-Yield Market Overview High-Yield Market Overview High-Yield outperformed the duration-equivalent Treasury index by 119 basis points in March, bringing year-to-date excess returns up to -96 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 – shifted down to 3.7% (Chart 3). An inverted yield curve sends the same negative signal for high-yield excess returns as it does for investment grade. However, high-yield valuation is currently more attractive. The option-adjusted spread differential between Ba-rated bonds and Baa-rated bonds remains elevated at 86 bps, 41 bps above its pre-COVID low (panel 3). It is also likely that economic growth will remain sufficiently strong for defaults to come in below the spread-implied threshold of 3.7% during the next 12 months (bottom panel). The greater attractiveness of high-yield valuations relative to investment grade causes us to maintain a higher allocation to the sector, even as we downgrade our portfolio’s overall credit risk exposure. We therefore recommend a neutral (3 out of 5) allocation to high-yield corporates.     MBS: Underweight Chart 4MBS Market Overview MBS Market Overview MBS Market Overview Mortgage-Backed Securities underperformed the duration-equivalent Treasury index by 14 basis points in March, dragging year-to-date excess returns down to -74 bps. The zero-volatility spread for conventional 30-year agency MBS tightened 3 bps on the month as a 4 bps tightening of the option-adjusted spread (OAS) was partially offset by a 1 bp 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.2 This valuation picture is starting to change. The option cost is now up to 40 bps, its highest level since 2016, and refi activity is slowing as the Fed lifts rates. At 28 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.       Emerging Market Bonds (USD): Underweight Chart 5Emerging Markets Overview Emerging Markets Overview Emerging Markets Overview Emerging Market bonds underperformed the duration-equivalent Treasury index by 23 basis points in March, dragging year-to-date excess returns down to -505 bps. EM Sovereigns outperformed the Treasury benchmark by 40 bps on the month, bringing year-to-date excess returns up to -609 bps. The EM Corporate & Quasi-Sovereign Index underperformed by 62 bps, dragging year-to-date excess returns down to -439 bps. The EM Sovereign Index underperformed the duration-equivalent US corporate bond index by 7 bps in March. This comes on the heels of a sharp underperformance in February that was driven by Russian bonds which have since been removed from the index. Russian bonds have also been purged from the EM Corporate & Quasi-Sovereign Index, and this index underperformed duration-matched US corporates by 11 bps in March (Chart 5). The yield differential between EM sovereigns and duration-matched US corporates remains negative. As such, we downgrade our recommended allocation to EM sovereigns from underweight (2 out of 5) to maximum underweight (1 out of 5). In sharp contrast, the EM Corporate & Quasi-Sovereign Index continuous to offer a significant yield advantage (panel 4). We retain our neutral (3 out of 5) recommendation for EM Corporates & Quasi-Sovereigns. Municipal Bonds: Overweight Chart 6Municipal Market Overview Municipal Market Overview Municipal Market Overview Municipal bonds outperformed the duration-equivalent Treasury index by 5 basis points in March, bringing year-to-date excess returns up to -122 bps (before adjusting for the tax advantage). While the war in Ukraine has introduced a great deal of uncertainty into the economic outlook, the municipal bond sector should be better placed than most to deal with the fallout. Trailing 4-quarter net state & local government savings are incredibly high (Chart 6) and 2021’s federal spending splurge will continue to support state & local government coffers for some time. On the valuation front, munis have cheapened up relative to both Treasuries and corporates during the past two months. The 10-year Aaa Muni / Treasury yield ratio is currently at 94%, up significantly from its 2021 trough of 55%. The yield ratios between 12-17 year munis and duration-matched corporate bonds are also up significantly off their lows (panel 2). We reiterate our overweight allocation to municipal bonds within US fixed income portfolios, and we continue to have a strong preference for long-maturity munis. The yield ratio between 17-year+ General Obligation Municipal bonds and duration-matched corporates is 93%. The same measure for 17-year+ Revenue bonds stands at 101%, meaning that Revenue bonds carry a before-tax yield advantage versus duration-matched corporates. Treasury Curve: Buy 5-Year Bullet Versus 2/10 Barbell Chart 7Treasury Yield Curve Overview Treasury Yield Curve Overview Treasury Yield Curve Overview The Treasury curve’s bear-flattening trend continued through March. The 2-year/10-year Treasury slope flattened 35 bps on the month and the 5-year/30-year Treasury slope flattened 44 bps. These slopes are now both inverted, sitting at -6 bps and -12 bps respectively. In last week’s report we noted the unusually wide divergence between very flat slopes at the long end of the yield curve and very steep slopes at the front end.3 For example, the 5-year/10-year Treasury slope is -18 bps but the 3-month/5-year slope is 204 bps. This divergence is happening because the market has moved quickly to price-in a rapid near-term pace of rate hikes that will end in roughly one year. However, so far, the Fed has only delivered 25 bps of those hikes and this is holding down the very front-end of the curve. The oddly shaped curve presents us with an excellent trading opportunity. Specifically, we recommend buying the 5-year Treasury note versus a duration-matched barbell consisting of the 2-year and 10-year notes. This trade looks attractive on our model (Chart 7) and will profit if the rate hike cycle moves more slowly than what is currently priced in the market but lasts longer, as is our expectation. By entering our new 5-year bullet over 2-year/10-year barbell trade we also close our previous 2-year bullet over cash/10-year barbell trade at a loss. We continue to recommend a position long the 20-year bullet versus a duration-matched 10/30 barbell as an attractive carry trade. TIPS: Underweight Chart 8TIPS Market Overview TIPS Market Overview TIPS Market Overview TIPS outperformed the duration-equivalent nominal Treasury index by 143 basis points in March, bringing year-to-date excess returns up to +271 bps. The 10-year TIPS breakeven inflation rate rose 22 bps on the month and the 5-year/5-year forward TIPS breakeven inflation rate rose 21 bps. Since last May we have been recommending that clients maintain a neutral allocation to TIPS versus nominal Treasuries at the long end of the curve and an underweight allocation to TIPS at the front end. This recommendation was premised on the view that the breakeven curve would steepen as falling inflation put downward pressure on short-maturity TIPS breakevens and long-dated breakevens remained at levels close to the Fed’s target. Recently, the 10-year TIPS breakeven inflation rate has shot up to levels well above the Fed’s 2.3%-2.5% target range (Chart 8) and our TIPS Breakeven Valuation Indictor has shifted into “expensive” territory (panel 2). Further, while inflation has remained high for longer than we expected, it still seems more likely than not that it will roll over between now and the end of the year as pandemic fears fade and consumers shift their spending patterns away from goods and toward services. As such, we think investors should take this opportunity to further reduce exposure to TIPS versus nominal Treasuries at both the short and long ends of the curve. That is, within our overall underweight allocation to TIPS we continue to recommend positioning in breakeven curve steepeners and in real yield curve flatteners. We also continue to recommend an outright short position in 2-year TIPS. ABS: Overweight Chart 9ABS Market Overview ABS Market Overview ABS Market Overview Asset-Backed Securities underperformed the duration-equivalent Treasury index by 26 basis points in March, dragging year-to-date excess returns down to -31 bps. Aaa-rated ABS underperformed by 21 bps on the month, dragging year-to-date excess returns down to -27 bps. Non-Aaa ABS underperformed by 49 bps on the month, dragging year-to-date excess returns down to -51 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. This also indicates that while surging gasoline prices will weigh on consumer activity in the coming months, household balance sheets are starting from such a good place that we don’t expect a meaningful increase in consumer credit delinquencies. 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: Overweight Chart 10CMBS Market Overview CMBS Market Overview CMBS Market Overview Non-Agency Commercial Mortgage-Backed Securities outperformed the duration-equivalent Treasury index by 20 basis points in March, bringing year-to-date excess returns up to -78 bps. Aaa Non-Agency CMBS outperformed Treasuries by 25 bps on the month, bringing year-to-date excess returns up to -67 bps. Non-Aaa Non-Agency CMBS underperformed by 5 bps on the month, dragging year-to-date excess returns down to -110 bps. CMBS spreads remain wide compared to other similarly risky spread products. Further, commercial real estate (CRE) lending standards have recently shifted into “net easing” territory and demand for CRE loans is strengthening (Chart 10). In light of today’s downgrade of corporate credit, non-agency CMBS look like an attractive alternative to add some spread to a portfolio. Increase exposure from neutral (3 out of 5) to overweight (4 out of 5). Agency CMBS: Overweight Agency CMBS underperformed the duration-equivalent Treasury index by 17 basis points in March, dragging year-to-date excess returns down to -39 bps. The average index option-adjusted spread widened 5 bps on the month. It currently sits at 48 bps, not that far from its average pre-COVID level (bottom panel). Agency CMBS spreads also continue to look attractive compared to other similarly risky spread products. Stay overweight.   Appendix A: The Golden Rule Of Bond Investing We follow a two-step process to formulate recommendations for bond portfolio duration. First, we determine the change in the federal funds rate that is priced into the yield curve for the next 12 months. Second, we decide – based on our assessments of the economy and Fed policy – whether the change in the fed funds rate will exceed or fall short of what is priced into the curve. Most of the time, a correct answer to this question leads to the appropriate duration call. We call this framework the Golden Rule Of Bond Investing, and we demonstrated its effectiveness in the US Bond Strategy Special Report, “The Golden Rule Of Bond Investing”, dated July 24, 2018. Chart 11 illustrates the Golden Rule’s track record by showing that the Bloomberg Barclays Treasury Master Index tends to outperform cash when rate hikes fall short of 12-month expectations, and vice-versa. At present, the market is priced for 255 basis points of rate hikes during the next 12 months. Chart 11The Golden Rule's Track Record The Golden Rule's Track Record The Golden Rule's Track Record We can also use our Golden Rule framework to make 12-month total return and excess return forecasts for the Bloomberg Barclays Treasury index under different scenarios for the fed funds rate. Excess returns are relative to the Bloomberg Barclays Cash index. To forecast total returns we first calculate the 12-month fed funds rate surprise in each scenario by comparing the assumed change in the fed funds rate to the current value of our 12-month discounter. This rate hike surprise is then mapped to an expected change in the Treasury index yield using a regression based on the historical relationship between those two variables. Finally, we apply the expected change in index yield to the current characteristics (yield, duration and convexity) of the Treasury index to estimate total returns on a 12-month horizon. The below tables present those results, along with excess returns for a front-loaded and a back-loaded rate hike scenario. Excess returns are calculated by subtracting assumed cash returns in each scenario from our total return projections. The Beginning Of The End The Beginning Of The End Appendix B: 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 March 31, 2022) The Beginning Of The End The Beginning Of The End 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 March 31, 2022) The Beginning Of The End The Beginning Of The End 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 -55 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 55 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 Beginning Of The End The Beginning Of The End Appendix C: 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 12Excess Return Bond Map (As Of March 31, 2022) The Beginning Of The End The Beginning Of The End   Ryan Swift US Bond Strategist rswift@bcaresearch.com Footnotes 1 Please see US Bond Strategy / US Investment Strategy / US Equity Strategy Special Report, “The Yield Curve As An Indicator”, dated March 29, 2022. 2 Please see US Bond Strategy Weekly Report, “The Omicron Impact”, dated November 30, 2021. 3 Please see US Bond Strategy / US Investment Strategy / US Equity Strategy Special Report, “The Yield Curve As An Indicator”, dated March 29, 2022.   Recommended Portfolio Specification The Beginning Of The End The Beginning Of The End Other Recommendations The Beginning Of The End The Beginning Of The End Treasury Index Returns Spread Product Returns

Listen to a short summary of this report.       Executive Summary Tighter Financial Conditions May Affect Growth Tighter Financial Conditions May Affect Growth Tighter Financial Conditions May Affect Growth It is still possible that equities can outperform bonds over the next 12 months, but the risks to this are rising. Inflation may surprise further to the upside, amid rising commodity prices, pushing the Fed to tighten aggressively.  Tighter financial conditions augur badly for growth (see Chart).  We cut our recommendation for global equities to neutral and increase our allocation to cash. We continue to prefer the lower-beta US stock market over the euro zone and Emerging Markets. We are overweight defensive and structural growth sectors: Healthcare, Consumer Staples, IT and Industrials. Government bond yields have limited upside from here to year-end. We are neutral duration. US high-yield bonds are attractive: They are pricing in a big rise in defaults this year, which we see as unlikely. Recommendation Changes Quarterly Portfolio Outlook: Too Much Uncertainty To Ignore – Turn More Cautious Quarterly Portfolio Outlook: Too Much Uncertainty To Ignore – Turn More Cautious   Bottom Line: Rising uncertainty warrants a more defensive stance. Prudent investors should have only a benchmark weight in equities, and look for other hedges against downside risk. Overview Recommended Allocation Quarterly Portfolio Outlook: Too Much Uncertainty To Ignore – Turn More Cautious Quarterly Portfolio Outlook: Too Much Uncertainty To Ignore – Turn More Cautious Rather like Arnold Toynbee’s definition of history, markets in the past few months have been hit by “just one damned thing after another”. But, despite war in Ukraine, big upward surprises to inflation, and a swift aggressive turn by the Fed, global equities are only 6% off their all-time high. It is still possible that equities may outperform bonds over the next 12 months and that the global economy will avoid recession (Chart 1). But the risks to this are rising. We recommend, therefore, that prudent investors reduce their equity holdings to benchmark weight and generally have somewhat defensive portfolio positioning. We put the money raised from going neutral on equities into cash, not bonds. What are the risks? Inflation could surprise further to the upside. Inflation has spread beyond a few pandemic-related items to goods where prices are usually sticky (Chart 2). There are now clear signs that price rises are feeding through to wage increases in the US, UK and Canada – though not yet in the euro area, Japan or Australia (Chart 3). The supply response that we expected to see emerge later this year may be delayed because of Covid lockdowns in China and disruptions in supply from Russia and Ukraine (Chart 4). Consensus forecasts for US core PCE inflation see it coming down to 2.5% by next year. The risk is that it could exceed that. The Fed has got way behind the curve. In retrospect, it should have raised rates last summer – and it now understands its error. Its first hike this cycle came only when the economy had already overheated (Chart 5). The Fed may, therefore, be tempted to get rates up very quickly – something the futures market is now pricing in, since it implies that the year-end Fed Funds Rate will be 2.5%. An aggressive Fed cycle – propelled by inflation fears – is not a good environment for risk assets. Chart 1Can Stocks Keep On Outperforming Bonds? Can Stocks Keep On Outperforming Bonds? Can Stocks Keep On Outperforming Bonds? Chart 2Even Sticky Prices Are Now Rising Even Sticky Prices Are Now Rising Even Sticky Prices Are Now Rising Chart 3Price Rises Feeding Through To Wages In Some Regions Price Rises Feeding Through To Wages In Some Regions Price Rises Feeding Through To Wages In Some Regions Chart 4Supply Chains Remain Disrupted Supply Chains Remain Disrupted Supply Chains Remain Disrupted Financial conditions had already tightened before the Fed hiked because of higher long-term rates, widening credit spreads, and a strengthening dollar. The Goldman Sachs Financial Conditions Index points to the ISM Manufacturing Index falling below 50 later this year (Chart 6). That is the level that historically has been the dividing line between stocks outperforming bonds year-over-year (Chart 7). In particular, the sharp rise in long-term rates (the US 10-year Treasury yield has risen by 110 BPs, and the German yield by 93 BPs over the past seven months) could start to put some pressure on housing markets (Chart 8). Chart 5The Fed Hiked Too Late Quarterly Portfolio Outlook: Too Much Uncertainty To Ignore – Turn More Cautious Quarterly Portfolio Outlook: Too Much Uncertainty To Ignore – Turn More Cautious Chart 6Tighter Financial Conditions May Affect Growth Tighter Financial Conditions May Affect Growth Tighter Financial Conditions May Affect Growth Chart 7Will PMIs Fall Below 50? Will PMIs Fall Below 50? Will PMIs Fall Below 50? Chart 8Rising Rates Might Dampen The Housing Market Rising Rates Might Dampen The Housing Market Rising Rates Might Dampen The Housing Market The war in Ukraine is unlikely to be a risk in itself. BCA Research’s geopolitical strategists think it very improbable that the conflict will spill beyond the borders of Ukraine – though there remains tail risk of a mistake. But the war is having a big impact on energy prices, especially electricity prices in Europe (Chart 9). The oil price could remain high while Russian oil, which used to be consumed in Europe, is diverted elsewhere. Our Commodity & Energy Strategy service expects that increased supply from OPEC members will bring Brent crude down to around $90 a barrel by year-end. But, as our Client Question on page 14 details, that calculation relies on many assumptions, and the risk is that the oil price stays high. A doubling of the oil price year-on-year (which currently equates to $120/barrel) has historically often been followed by recession (Chart 10). Chart 9Europe's Electricity Prices Have Soared Europe's Electricity Prices Have Soared Europe's Electricity Prices Have Soared Chart 10Oil Price Is Close To The Risk Level Oil Price Is Close To The Risk Level Oil Price Is Close To The Risk Level China has been easing fiscal and monetary policy. But it is questionable how effective its stimulus will be this time. Confidence in the real estate market remains damaged. And the pick-up in credit growth has been limited to local government bond issuance; there is little sign that the private sector has appetite to borrow (Chart 11). Already some of these risks are affecting economic data. Consumer confidence has collapsed, presumably because of the rising cost of living (Chart 12). Although US activity indicators such as the manufacturing ISM remain elevated (see Chart 6 above), data in Europe is showing notable weakness (Chart 13).   Chart 11China's Stimulus Not Helping The Private Sector China's Stimulus Not Helping The Private Sector China's Stimulus Not Helping The Private Sector Chart 12Consumer Confidence Has Been Hit Consumer Confidence Has Been Hit Consumer Confidence Has Been Hit The yield curve is also getting close to signaling recession. There has been much debate of late about which yield curve to use, with Fed Chair Jerome Powell arguing for the 3-month/3-month 18-month forward curve, rather than the more usual 2/10 year or 3 month/10 year curves (Chart 14). The 2/10 is close to inverting, while the others are still a long way away. All measures of the yield curve have historically given reliable recession signals; the difference is simply a matter of timing, with the 2/10 giving the longest lead time.1 If the Fed ends up tightening as much as it intends, all the yield curves will likely invert within the next year or so. Chart 13European Data Starting To Weaken European Data Starting To Weaken European Data Starting To Weaken Chart 14It Depends On Which Yield Curve You Look At It Depends On Which Yield Curve You Look At It Depends On Which Yield Curve You Look At And, despite all these warning signals, forecasts for economic and earnings growth have not been revised down much.  Economists still expect 3.4-3.5% real GDP growth in the US and euro zone this year, well above trend (Chart 15). And, despite the drop in GDP forecasts, earnings forecasts have actually been revised up since the start of the year, with analysts now expecting 9.6% EPS growth in the US and 8.2% in the euro zone (Chart 16). Chart 15GDP Growth Is Still Expected To Be Above Trend... GDP Growth Is Still Expected To Be Above Trend... GDP Growth Is Still Expected To Be Above Trend... Chart 16...And Earnings Have Not Been Revised Down At All ...And Earnings Have Not Been Revised Down At All ...And Earnings Have Not Been Revised Down At All This all seems too much uncertainty for most asset allocators to want to stay fully risk-on. There are valid arguments that equities and other risk assets can continue to perform (which we outline in the following section, Risks To Our View). But the risks have shifted enough since the start of the year that a more defensive stance is now warranted. Garry Evans, Senior Vice President Global Asset Allocation garry@bcaresearch.com   Risks To Our View Chart 17Fed Feedback Loop Back In Action? Quarterly Portfolio Outlook: Too Much Uncertainty To Ignore – Turn More Cautious Quarterly Portfolio Outlook: Too Much Uncertainty To Ignore – Turn More Cautious Since our main scenario is somewhat cautious – and sentiment towards risk assets pretty pessimistic – we need to consider what could cause upside surprises to the economy and market. The most likely would be if the Fed were to turn more dovish. But the main trigger for this would be if the stock market fell sharply or growth showed clear signs of slowing – which would obviously be negative for stocks first. This scenario could produce the sort of Fed feedback loop we saw in 2015-17, when tightening financial conditions caused the Fed to ease back on rate hikes (Chart 17). More benign would be a gradual easing of inflation over the summer which would mean that the Fed could eventually hike a little less than the market currently expects. The economy may also not be as vulnerable to higher energy prices and higher rates as we fear. Food and energy are now a much smaller part of the consumption basket than they were in the 1970s (Chart 18). Rates may have a limited impact on the housing market, given the low inventory of new houses, strong household formation, and the fact that, in the US at least, some 90% of mortgages are 30-year fixed rate. Consumers continue to hold large amounts of excess savings – more than $2 trillion in the US alone. This should keep retail sales growth strong, though there might be some shift from spending on goods to spending on services as Covid fears recede (Chart 19). Chart 18Consumers Are Less Sensitive To Food And Energy Prices... Consumers Are Less Sensitive To Food And Energy Prices... Consumers Are Less Sensitive To Food And Energy Prices... Chart 19...And So May Keep On Spending ...And So May Keep On Spending ...And So May Keep On Spending Other upside risks include: A ceasefire and settlement in Ukraine (unlikely soon, since Russia will not withdraw without taking over Crimea and the Donbass, something Ukraine could not accept); more aggressive stimulus in China (possible, but only if Chinese growth weakened much further); and a sharp fall in the oil price caused by new supply coming onto the market from Saudi Arabia and North American shale fields, and possibly also Iran and Venezuela. What Our Clients Are Asking What Is The Risk Of Stagflation? Chart 20The Combination Of High Inflation And High Unemployment Was The Key Problem In The 1970s Quarterly Portfolio Outlook: Too Much Uncertainty To Ignore – Turn More Cautious Quarterly Portfolio Outlook: Too Much Uncertainty To Ignore – Turn More Cautious Several clients have asked about the risk of stagflation, and how the current episode compares to the 1970s. We can begin by dispelling some myths about the 1970s. There is a notion that this was a decade of poor growth for the US. That is simply not true. Real GDP grew by a solid 3.3% annual rate during the 1970s, higher than in any post-WW2 decade other than the 1990s and the 1960s (Chart 20, panel 1). The underlying problem during the 1970s was the combination of high inflation and a poor labor market. Despite solid growth, the unemployment rate kept grinding higher as inflation was increasing, never dropping below 4.5% even at the peaks of the expansions (Chart 20, panel 2). This situation went against the commonly held belief that it was not possible for both these variables to remain high at the same time for an extended period. With the economy plagued by both high inflation and high unemployment, the Fed faced a difficult dilemma: Keep interest rates too high and the already weak labor market would worsen; keep interest rates too low and inflation would spiral out of control. Throughout the decade, the Fed chose the latter option, causing inflation expectations to become unmoored. Chart 21Demographic Shocks And The Structure Of The Labor Force Led To A Weak Labor Market Quarterly Portfolio Outlook: Too Much Uncertainty To Ignore – Turn More Cautious Quarterly Portfolio Outlook: Too Much Uncertainty To Ignore – Turn More Cautious Why was there so much slack in the labor market? Demographics were one of the main culprits. The entrance of baby boomers into the workforce dramatically increased the pool of workers. At the same time, prime-age female participation rose at the fastest pace on record, adding additional supply to the labor force (Chart 21, panel 1). The structure of the labor market also played a key role. Almost a third of employees belonged to a union and most of their salaries were indexed to inflation (Chart 21, panels 2 & 3). This made for a rigid labor market where neither employment nor wages could adjust properly to the economic cycle. True, the oil shocks of 1974 and 1979 exacerbated inflationary pressures. But what made inflation truly pernicious during the 1970s was the inability of the Fed to fight it without compromising its employment mandate. Today the economic picture is very different. Union membership stands at only 10% and cost of living adjustments have essentially disappeared. There is also no labor supply shock on the horizon comparable to the baby boomers or women entering the labor force. This makes the calculus for the Fed easy. With its employment mandate already met, it will simply keep raising rates until inflation is back under control. As a result, the risk that it keeps policy too easy and unleashes further inflationary pressures is relatively low over the next 12 months.     How Will The War In Ukraine Affect The World Economy? Chart 22The Ukrainian War Has Impacted The Global Economy Quarterly Portfolio Outlook: Too Much Uncertainty To Ignore – Turn More Cautious Quarterly Portfolio Outlook: Too Much Uncertainty To Ignore – Turn More Cautious Global growth, monetary policy, and employment were projected to return to pre-pandemic trends in 2023. In January, the IMF projected global growth of 4.4% in 2022, but now it is poised to cut its forecast due to the war in Ukraine. According to OECD estimates, global economic growth could be 1% lower than what was previously predicted (Chart 22, panel 1). The conflict is putting fresh strain on overstretched global supply chains, causing the price of many commodities to surge. Russia and Ukraine are relatively small in terms of economic output (together they comprise only 1.9% of global GDP in US dollar terms). But they are very big producers and exporters of energy, metals, and key food items. Russia, for example, produces 12% of global oil, one-third of palladium, and (with Belarus) 40% of potash (used in fertilizers). Ukraine is also a major producer of auto parts, such as wire harnesses. Some European car manufacturers have had to idle factories due to a lack of components.  Global central banks have been increasing interest rates to battle inflation. But higher energy and food prices will require additional rate hikes to ensure price stability. The war in Ukraine could push up world inflation by around 2.5% this year, according to the OECD. Developing economies are in a particularly tight spot, being hit with high inflation in food and basic commodities. Their consumer price indices are very sensitive to these items. Russia and Ukraine are the main global exporters of several agricultural items (for example, they together account for a quarter of global wheat exports) which could cause global food insecurity to increase (Chart 22, panel 2). International sanctions on Russia create a risk for foreign companies with operations there. Withdrawal could have a meaningful effect on earnings. Most multinationals have only limited exposure to Russia, but a small number of prominent names make more than 5% of global revenues from the country (Chart 22, panel 3).   Chart 23AOPEC Is Able To Cover Supply Shortages... OPEC Is Able To Cover Supply Shortages... OPEC Is Able To Cover Supply Shortages... Chart 23B...Unlike Other Countries... ...Unlike Other Countries... ...Unlike Other Countries... Chart 23CTo Restore A Balanced But Tight Market To Restore A Balanced But Tight Market To Restore A Balanced But Tight Market What Is The Risk That The Oil Price Stays High? Our Commodity & Energy strategists see 1.3mm b/d of supply from OPEC coming onto the market beginning in May. Because of this, they expect the price of Brent crude to fall back, to average $93 per barrel this year and next. OPEC core producers fear that low inventories and an oil price above $100 per barrel will lead to demand destruction. They will therefore aim to bring prices down. They have enough spare capacity (approximately 3.2mm b/d) to cover physical deficits in global markets (Chart 23A). However, the risk to this view is tilted to the upside. The key question is whether OPEC producers will in fact ramp up production. The OPEC meeting held on March 2, 2022 noted that current market volaility is a function of geopolitical developments and does not reflect changes in market fundamentals: This could imply a reluctance to increase production as quickly as we expect. Saudi Arabia’s interest in exploiting yuan-settled oil trades with China adds an element of uncertainty. With OPEC’s intention to increase production in question, and Russian oil sanctioned and unlikely to be rerouted easily and quickly, there remains little alternative supply: Countries such as Iraq and Venezuela are unlikely to make up for supply deficits (Chart 23B). The US-Iran talks also add downside uncertainty to our price outlook. Our commodity strategists have recently ended their forecast of a return of 1-1.3mm b/d of Iranian oil (Chart 23C). A no-deal scenario is likely to lead to an escalation in tensions and volatility, warranting higher oil prices in the short term. Nevertheless, there remains the possibility that the US administration will be keen on striking a deal with Iran to reduce the risk of a global oil supply shock. This would, in turn, reduce the risk of military conflict, at least in the short-term, and remove some risk premium from oil prices. It might also lead to further increases in production from the Gulf states to prevent Iran from stealing market share, putting further downward pressure on the oil price.   Chart 24Is It Time To Favor EMU Equities? Is It Time To Favor EMU Equities? Is It Time To Favor EMU Equities? When Will Euro Area Stocks Rebound?  Chinese policy makers have sounded more aggressive of late in terms of supporting the Chinese economy and stock market, especially property and tech shares. This is a positive development for euro area equities given the region’s strong reliance on the Chinese economy (Chart 24, panel 1).  Euro area equities have been in a structural downtrend relative to US equities, but have historically staged occasional counter-trend rallies (Chart 24, panel 2). It’s possible that stocks in this region may stage another short-term rebound at some point because they are technically oversold, and valuation is extremely cheap (Chart 24, panel 3).  Investors with a longer-term investment horizon, however, should remain underweight euro area stocks until there are more signs that the region is out of its stagflation state. As we argue in the Global Equities section on page 18, the key factor to watch over the next 9-12 months is profitability. Global earnings growth will slow significantly this year in response to higher input costs and lower revenue growth.  As a net importer of energy and industrial metals, euro area earnings growth will continue to slow more than in the US (Chart 24, panel 4). In addition, in times of high uncertainty, we prefer to shelter in less volatile markets. The euro area has a much higher beta than the US (Chart 24, panel 5). Bottom Line: While there could be an opportunity to overweight euro area stocks versus the US tactically, long-term investors should continue to favor the US.   Global Economy Chart 25Global Growth Remains Robust... Global Growth Remains Robust... Global Growth Remains Robust... Overview: Global growth has been strong. But this has triggered a surge in inflation, which is pushing central banks to tighten policy more quickly than was expected even three months ago. At the same time, higher prices – and falling real wages – have started to hurt consumer confidence. This raises the risk of stagflation, particularly if disruptions caused by the war in Ukraine push commodity prices up further. A recession is still unlikely over the next 12-18 months, but the risk of one has clearly risen. US economic growth has remained robust, led by consumption and capex. GDP growth in Q4 was 5.6% QoQ annualized. The ISMs remain strong, with manufacturing at 58.5 and services 58.9 (Chart 25, panel 2). However, there are some early signs of slowdown. The Atlanta Fed Nowcast points to only 0.9% annualized growth in Q1. The effect of higher inflation (with headline CPI at 7.9% YoY) might hurt consumer confidence, since average hourly earnings growth lags behind inflation at only 5.1%. Higher rates could also dampen the housing market. With the average mortgage rate rising to 4.5%, from 3.3% at the end of last year, there are signs of a slowdown in house sales (which fell 9.5% YoY in January). Euro Area: Growth remains decent, with Q4 GDP 4.6% QoQ annualized, and robust PMIs (manufacturing at 57.0 and services at 54.8). However, wage growth lags that in the US (negotiated wages rose only 1.5% YoY in Q4), and the impact of a sharp jump in energy prices (exacerbated by the war in Ukraine) could dent consumption. Recent data have deteriorated noticeably: Consumer confidence collapsed to -18.7 in March, and the March ZEW survey (Chart 26, panel 1) fell to -38.7 (from +48.6 in February). With weak underlying growth, and core CPI inflation a relatively modest 2.7%, the ECB will not need to rush to raise rates. Chart 26...But Higher Inflation Is Starting To Damage Confidence ...But Higher Inflation Is Starting To Damage Confidence ...But Higher Inflation Is Starting To Damage Confidence Japan: Economic growth remains rather anemic. Manufacturing is supported by exports (which rose by 19.1% YoY in January), helping the manufacturing PMI to stay in positive territory at 53.2. But wage growth remains stagnant (0.9% YoY) and the rise in oil prices has pushed up headline inflation to 0.9%, leading to a weakening of consumer sentiment. The services PMI is a weak 48.7. There are hopes that this year’s shunto wage round will lead to strong wage rises (the government is lobbying businesses to raise wages by 3%) but this seems unlikely. With inflation ex food and energy languishing at -1.9% (even if that is distorted by cuts in mobile phone charges), there seems little need for the Bank of Japan to tighten policy. Emerging Markets: Chinese economic indicators remain depressed (Chart 26, panel 3), even though global demand for manufactured goods means exports are rising 16.4% YoY. The authorities have been easing policy, which has led to a mild uptick in credit growth. But there are questions on how effective stimulus will be, since the housing market has been damaged by the problems at Evergrande and other developers, and because China seems to be sticking to its zero-Covid policy. Some other EMs will be helped by the rise in commodity prices: South Africa, for example, saw 4.9% annualized GDP growth in Q4. But many developed countries were forced to raise rates sharply last year because of inflation and this may slow growth in 2022. Brazil’s policy rate, for example, has risen to 11.75% from 2% last April, and that has dampened activity: Brazilian industrial production is falling 7.2% YoY, and retail sales are -1.9% YoY. Interest Rates: Recorded inflation and inflation expectations (Chart 26, panel 4) have risen sharply everywhere. Slowing demand for manufactured goods and a supply-side response should allow monthly inflation to peak over the next few months – although the risks remain to the upside if commodity prices continue to rise. The surge in inflation has pushed up long-term rates, with the US 10-year Treasury yield rising by 82 BPs year-to-date and that in Germany by 73 BPs. However, the market is now pricing in very aggressive tightening by central banks through year-end: 214 BPs of further hikes by the Fed, and even 75 BPs by the ECB. The probability is that neither will do quite that much, and therefore the upside for long-term government bond yields is probably capped around its current level for the next 6-9 months.   Global Equities Chart 27Watch Earnings Revisions Closely Watch Earnings Revisions Closely Watch Earnings Revisions Closely Watch Earnings Closely: Global equities suffered a loss of 4% in Q1/2022 despite strong earnings growth. Except for the Utilities sector, all other sectors have positive 12-month trailing and forward earnings growth. Consequently, overall equity valuation, based on forward PE, is no longer stretched (Chart 27). Going forward, however, the macro backdrop of rising inflation and a slowing economy does not bode well for earnings growth, with the profit margin in developed markets already at a historical high. Rising input costs from both materials and wages will put downward pressure on profit margins while revenue growth slows. BCA Research’s global earnings model suggests that earnings growth will slow significantly this year. As such, we downgrade equities to neutral from overweight at the asset class level (see Overview section on page 2). Within equities, we maintain our already cautious country allocation, which served us well in both 2021 and Q1/22. The out-of-consensus overweight on the US and underweight on the euro area panned out well in Q1 2022, as the US outperformed the euro area by 5.9%. After the more defensive adjustment between the UK and Canada in the March Monthly Update, our country allocation portfolio has been well positioned, with overweights in the US and UK, underweights in the euro area, Canada and emerging markets excluding China, while neutral Australia, Japan, and China. In line with the shift of our structural view on industrial commodities, we upgrade the Materials sector to neutral from underweight at the expense of Real Estate and Communication Services. After these adjustments and the added defensive tilt that we took in the February Monthly Update, our global sector portfolio has a tilt towards defensive and structural growth by being overweight Tech, Industrials, Healthcare and Consumer Staples, underweight Consumer Discretionary, Utilities, and Communication Services, while neutral Materials, Financials, Energy and Real Estate. Chart 28Sector Adjustments Quarterly Portfolio Outlook: Too Much Uncertainty To Ignore – Turn More Cautious Quarterly Portfolio Outlook: Too Much Uncertainty To Ignore – Turn More Cautious Sector Allocation: Upgrade Materials To Neutral, Downgrade Real Estate to Neutral, Downgrade Communication Services to Underweight. Russia’s war on Ukraine is a watershed moment for industrial metals. It has altered the dynamics of the metals market which used to be dominated by Chinese demand. We had a structural underweight in the Materials sector because China was undergoing a deleveraging process. Now the Russian-Ukrainian war has demonstrated how dangerous it is for Europe to rely on Russia for energy supply and how important it is for Europe to have a strong military defense system.  Rebuilding Europe’s defense will compete with energy diversification initiatives to boost demand for metals. Such a structural shift no longer warrants an underweight in Materials (Chart 28, panel 1).  In addition, relative valuation in the Materials sector is as low as it was in the early 2000s, right before the multi-year upcycle in Materials’ relative performance (Chart 28, panel 2).  Why not go overweight then? The concern is that the sector is technically overbought due to the sharp rises in metal price. Covid lockdowns in China have disrupted the supply chain in metals, and the Russian-Ukrainian war has further intensified the rise in metals prices due to extremely low inventories. We will watch closely for a better entry point to upgrade this sector to overweight. To finance this upgrade, we downgrade Real Estate to neutral from overweight, and Communication Services to underweight from neutral. Both downgrades are driven by a deteriorating relative earnings growth outlook as shown in Chart 28, panels 4 and 5. Rising mortgage rates do not bode well for the Real Estate sector. “Reopening from Covid lockdowns” reduces the “work from home” tailwind for the Communication Services sector, where relative valuation is also stretched.    Government Bonds Chart 29WILL INFLATION COME DOWN IN 2022? WILL INFLATION COME DOWN IN 2022? WILL INFLATION COME DOWN IN 2022? Maintain At-Benchmark Duration. The first quarter of 2022 had seen a steady rise in global bond yields even before the Russian-Ukrainian war, in response to a higher inflation outlook. The negative shock to bond yields from the war was quickly reversed and bond yields continued to march higher as the supply shortage in the commodity complex further pushed up commodity prices and inflation expectations. The US 10-year TIPS breakeven inflation rate has risen above the 2.3-2.5% range that is consistent with the Fed’s 2% PCE target. However, the 5-year/5-year forward breakeven inflation rate, the measure that the Fed pays more attention to, is only slightly above 2.3% (Chart 29, panel 2). The base case of BCA Research’s Fixed Income Strategists is that inflation will moderate in the coming months so that there should be limited upside for bond yields. We already upgraded duration to at-benchmark from below-benchmark, and government bonds to neutral from underweight within the bond asset class in the March Portfolio Update. These are still appropriate going forward with the US 10-year Treasury yield currently standing at 2.33%. Inflation-linked bonds are not cheap anymore. We maintain a neutral stance to hedge against the tail risk of a further rise in inflation.   Corporate Bonds Chart 30Continue To Favor High-Yield Credit Continue To Favor High-Yield Credit Continue To Favor High-Yield Credit Since the beginning of the year, investment-grade bonds have underperformed duration-matched Treasurys by 191 basis points, while high-yield bonds have underperformed duration-marched Treasurys by 173 basis points. Even with spreads widening, we continue to underweight investment-grade credits within the fixed-income category. Spreads currently do not offer enough value to warrant a neutral shift. Moreover, investment-grade corporate bonds have been performing poorly compared to high-yield corporate bonds (Chart 30, panel 1). But shouldn’t one expect lower-rated bonds to perform worse in bear markets, and better in bull markets? Our US Bond Service believes that one explanation for the poor performance of investment-grade compared to high-yield bonds is that the industry composition of the two categories is quite different. High-yield has a large concentration in the Energy sector while investment-grade bonds have a larger weighting in Financials. And with the recent surge in oil prices, it’s possible that the strong performance of Energy credits is the reason behind that return divergence. We continue to overweight high-yield bonds, as there is likely to be no material increase in corporate default risk. The market currently implies that defaults will rise to 3.7% during the next 12 months, from 1.2% over the past 12 months (Chart 30, panel 2). That seems too high. What about European credit? The ECB’S hawkish turn and then the Ukranian crisis made yields almost double this year. The spreads for both investment-grade and high-yield corporate bonds have been widening since the beginning of the year (Chart 30, panel 3). Their valuations seem to offer an attractive entry point but investors should be cautious as spreads could continue to widen in response to the negative news from the Ukranian crisis.   Commodities Chart 31Risks To Oil Price Are To The Upside Quarterly Portfolio Outlook: Too Much Uncertainty To Ignore – Turn More Cautious Quarterly Portfolio Outlook: Too Much Uncertainty To Ignore – Turn More Cautious Energy (Overweight): Oil prices surged to $120 – the highest level since 2013 – in the aftermath of Russia’s invasion of Ukraine, pricing in sanctions against the nation’s oil producers and an estimated 3-5 mm b/d of supply disruptions (Chart 31, panel 1). While the actual hit to Russian production might end up being lower, Russia accounts for over 10% of global production, almost half of which is exported (Chart 31, panel 2). The price shock was slightly offset by a marginal demand weakness from China amid another outbreak of Covid-19. However, uncertainty regarding how quickly core OPEC producers will ramp up production to fill supply shortages – as well as the breakdown in the US-Iranian talks – continue to keep oil prices jittery. Our Commodity & Energy strategists see 1.3mm b/d of increased supply from OPEC coming onto the market beginning in May. This should bring the price of Brent crude down to average $93 per barrel this year and next. The risks to this view however remain tilted to the upside. For more details, see What Our Clients Are Asking on page 14. Industrial Metals (Neutral): Russia is a major player in the metals market, providing more than a third of the world’s palladium output; it is also the third biggest producer of nickel (Chart 31, panel 3). The prices of those metals, as well as the broad industrial metals complex, have shot up following the invasion: Industrial metals had the largest weekly price change since 1990 in the week following the invasion. The outlook for industrial metals prices is tilted to the upside. Inventories for some of the industrial metals required for the energy transition are low. Moreover, if China implements significant stimulus – and supply remains tight – prices are likely to stay elevated. Precious Metals (Neutral): Gold prices reacted in line with the moves in US real rates over the first quarter of this year, initially relatively flat, before rising in the past few weeks as real rates came down. The upward move in gold prices was further amplified by Russia’s invasion of Ukraine, which pushed the bullion’s price close to $2040, just shy of its all-time high in late 2020. This comes as no surprise: The metal is known (despite its volatility) for its safe-haven and inflation-hedging characteristics. We maintain our neutral exposure to gold. Real rates should start to rise as inflation pressures abate in the second half of the year. Gold is also somewhat expensively valued, with the price in inflation-adjusted terms close to its record high (Chart 31, panel 4).   Currencies Chart 32Don't Turn Bearish On The Dollar Yet Don't Turn Bearish On The Dollar Yet Don't Turn Bearish On The Dollar Yet US Dollar: The DXY index has risen by 2.3% this quarter. We are maintaining our neutral stance on the US dollar. While the dollar is expensive by more than 20% according to purchasing power parity (PPP), positive momentum continues to be too strong to take an outright bearish position (Chart 32, panels 1 and 2). We will look to downgrade the dollar to underweight when momentum starts to weaken and when there is clear evidence that the Fed will have to back off from its tightening path. Japanese Yen: With stock markets rebounding and expectations of interest-rate hikes rising in the US, the yen has fallen by more than 18% since the beginning of the year. Still, we reiterate the overweight that we placed at the beginning of March. The yen should act as a hedge if global stock markets sell off anew. Moreover, we believe there is now limited upside for US yields, given that there are now more than 250 basis points of Fed hikes priced over the next 12 months. This should put a cap on USDJPY, as this cross is closely tied to the relative expectations of tightening between the US and Japan (Chart 32, panel 3). Canadian Dollar: We are currently underweight the Canadian dollar. Our Commodity and Energy Strategists believe that oil should come down to around $90/barrel by the end of the year. Additionally, the BoC won’t be able to follow along with the Fed in its tightening cycle, given that household debt is much higher in Canada than in the US. Both developments should put downward pressure on the CAD over the next 12 months.   Alternatives Chart 33Prepare To Turn To Defensive Alternatives Prepare To Turn To Defensive Alternatives Prepare To Turn To Defensive Alternatives Return Enhancers: We previously suggested that private equity tends to outperform other alternative assets in the early years of expansions as it benefits from cheaper financing opportunities and attractive entry valuations. This view has been correct: Following the large drawdown in Q1 2020 due to Covid, PE returns have significantly outperformed those of hedge funds (Chart 33, panel 1). However, financing conditions are tightening and could weigh down on economic activity and PE returns going forward (Chart 33, panel 2). Preliminary results for Q3 2021 show PE funds returning only around 6% compared to an average quarterly return of 10% since the beginning of the pandemic. Given the time it takes to move allocations in the illiquid space, investors should prepare to pare back exposure from PE, and look for more defensive alternative assets, such as macro hedge funds. Inflation Hedges: We have been of the view that inflation will follow a “two steps up, one step down” trajectory: More likely than not, we are near the top of those two steps. Accordingly, we were positioned to favor real estate over commodities; real estate tends to outperform when inflation is more subdued (close to 2%-3%). Inflation, globally, however has turned out to be stickier than expected and recent economic and political developments have propelled another surge in commodity prices. Scarce inventories, lingering inflation, and a potential significant Chinese stimulus imply, at least in the short-term, that commodity prices have room to run (Chart 33, panel 3). Volatility Dampeners: Timberland and Farmland remain our long-time favorite assets within this bucket. We have previously shown that both assets outperform other traditional and alternative assets during recessions and equity bear markets. Farmland particularly continues to offer an attractive yield of approximately 2.8% (Chart 33, panel 4).   Footnotes 1   Please see BCA Research Special Report, "The Yield Curve As An Indicator," for a detailed analysis of this.   Recommended Asset Allocation Model Portfolio (USD Terms)

Executive Summary Hopes of an imminent peace deal between Russia and Ukraine will be dashed. The conflict will worsen over the coming days. As was the case during the original Cold War, both sides will eventually forge an understanding that allows the pursuit of mutually beneficial arrangements. A stabilization in geopolitical relations, coupled with fading pandemic headwinds, should keep global growth above trend this year, helping to support corporate earnings. The era of hyperglobalization is over. While central banks will temper their plans to raise rates in the near term, increased spending on defense and energy independence will lead to higher interest rates down the road. How Stocks Fared During The Cuban Missile Crisis How Stocks Fared During The Cuban Missile Crisis How Stocks Fared During The Cuban Missile Crisis Bottom Line: The near-term outlook for risk assets has deteriorated. We are downgrading global equities from overweight to neutral on a tactical 3-month horizon. We continue to expect stocks to outperform bonds on a 12-month horizon as the global economic recovery gains momentum. On an even longer 2-to-5-year horizon, equities are likely to struggle as interest rates rise more than expected.   Dear Client, Given the rapidly evolving situation in Ukraine, we are sending you our thoughts earlier than normal this week. We will continue to update you as events warrant it. Best regards, Peter Berezin Chief Global Strategist   False Dawn In the lead-up to the invasion, Vladimir Putin assumed that Ukrainian forces would fold just as quickly as US-backed Afghan forces did last summer. He also presumed that the rest of the world would reluctantly accept Russia’s takeover of Ukraine. Both assumptions appear to have been proven wrong. Even if Putin succeeds in installing a puppet government in Kyiv, a protracted insurgency is sure to follow. In the initial days of the invasion, Russian troops generally tried to avoid harming civilians, partly in the hope that Ukrainians would see the Russian military as liberators. Now that this hope has been dashed, a more brutal offensive could unfold. This would trigger even more sanctions, leading to a wider gulf between Russia and the West. It is highly doubtful that sanctions will dissuade Putin from trying to subdue Ukraine. Putin made a name for himself by staging a successful invasion of Chechnya in 1999, just three years after the Yeltsin government had suffered a major defeat there. To withdraw from Ukraine now, without having fomented a regime change in Kyiv, would be a humiliating outcome for him. In this light, BCA’s geopolitical team, led by Matt Gertken, has argued that ongoing peace talks taking place on the border of Ukraine and Belarus are unlikely to amount to much. The situation will get worse before it gets better. Market Implications It always feels a bit crass writing about finance during times like this, but as investment strategists, it is our job to do so. With that in mind, we would make the following observations: Global equities are likely to suffer another leg down in the near term as hopes of an imminent peace deal fizzle. Consequently, we are downgrading our view on global stocks from overweight to neutral on a 3-month horizon. Nimble investors with a low risk tolerance should consider going underweight equities. We are shifting our stance on US stocks from underweight to neutral on a 3-month horizon. Europe could face significant pressures from near-term disruptions to Russian gas supplies. It does not make much sense for Russia to export gas if it is effectively barred from accessing the proceeds of its sales. Central and Eastern Europe will be particularly hard hit (Chart 1). Chart 1Central and Eastern Europe Would Suffer The Most From A Russian Energy Blockade A New Cold War A New Cold War For now, we are maintaining an overweight to stocks on a 12-month horizon. While it will take a month or two, both sides will ultimately forge an understanding whereby Russia and the West continue to publicly bad-mouth each other while still pursuing mutually beneficial arrangements. Remember that during the Cold War, the Soviet Union continued to sell oil to the West. Even the Cuban Missile Crisis had only a fleeting impact on equities (Chart 2). Chart 2How Stocks Fared During The Cuban Missile Crisis How Stocks Fared During The Cuban Missile Crisis How Stocks Fared During The Cuban Missile Crisis Chart 3European Fiscal Policy Will Remain Structurally Looser Over The Coming Years A New Cold War A New Cold War Assuming that any reduction in Russian energy exports is temporary, oil prices will eventually recede. BCA’s commodities team, led by Bob Ryan, expects Brent to settle to $88/bbl by the end of 2022 (down from the current spot price of $101/bbl and close to the forward price of $87/bbl). Like oil, gold prices have upside in the near term but should edge lower once the dust settles.    Global growth should remain solidly above trend in 2022 as pandemic-related headwinds fade and fiscal policy turns more expansionary. Even before the Ukraine invasion, the structural primary budget deficit in Europe was set to swing from a small surplus to a deficit (Chart 3). The emerging new world order will lead to sizable additional military spending, as well as increased outlays towards achieving energy independence (new LNG terminals, more investment in renewables, and perhaps even some steps towards restarting nuclear power programs). China will also step up credit easing and fiscal stimulus. This will not only benefit the Chinese economy, but it will also provide some much-needed support to European exporters (Chart 4). While credit spreads are apt to widen further in the near term, corporate bonds should benefit from stronger growth later this year. US high-yield bonds are pricing in a jump in the default rate from 1.3% over the past 12 months to 4.2% over the coming year, which seems somewhat excessive (Chart 5).  Chart 4Chinese Policy Will Be A Tailwind For Growth Chinese Policy Will Be A Tailwind For Growth Chinese Policy Will Be A Tailwind For Growth Chart 5Credit Markets Are Pricing In An Excessive Default Rate Credit Markets Are Pricing In An Excessive Default Rate Credit Markets Are Pricing In An Excessive Default Rate Central banks will temper their plans to raise rates in the near term. Investors and speculators are net short duration at the moment, which could amplify any downward move in bond yields (Chart 6). However, over a multi-year horizon, recent events will lead to both higher inflation and interest rates. Larger budget deficits will sap global savings. The retreat from globalization will also put upward pressure on wages and prices. As defensive currencies, the US dollar and the Japanese yen will strengthen in the near term as the conflict in Ukraine escalates. Looking beyond the next few months, the dollar will weaken. On a purchasing power parity basis, the dollar is amongst the most expensive currencies (Chart 7). For example, relative to the euro, the dollar is 22% overvalued (Chart 8). The US trade deficit has doubled since the start of the pandemic, even as equity inflows have dipped (Chart 9). Speculators are long the greenback, which raises the risk of an eventual reversal in dollar sentiment. Chart 6Short Duration Is A Crowded Trade Short Duration Is A Crowded Trade Short Duration Is A Crowded Trade Chart 7The US Dollar Is Overvalued… A New Cold War A New Cold War   Chart 8...Especially Against The Euro A New Cold War A New Cold War The freezing of Russia’s foreign exchange reserves will encourage China to diversify away from US dollars towards hard assets such as land and infrastructure in economies where they are less likely to be seized. It will also encourage the Chinese authorities to bolster domestic demand and permit a further modest appreciation of the RMB since these two steps will reduce the current account surpluses that make foreign exchange accumulation necessary. EM currencies will benefit from this trend. Chart 9The Trade Deficit Is A Headwind For The Dollar The Trade Deficit Is A Headwind For The Dollar The Trade Deficit Is A Headwind For The Dollar In summary, the near-term outlook for risk assets has deteriorated. We are downgrading global equities from overweight to neutral on a tactical 3-month horizon. We continue to expect stocks to outperform bonds on a 12-month horizon as the global economic recovery gains momentum. On an even longer 2-to-5-year horizon, equities are likely to struggle as interest rates rise more than expected. Trade Update: We closed our long Brent oil trade for a gain of 24% last week. Earlier today, we were stopped out of the trade we initiated on September 16, 2021 going long the Russian ruble and the Brazilian real. The BRL leg was up 6.2% at the time of termination while the RUB leg was down 23.1% (based on the Bloomberg RUB/USD Carry Return Index as of 4pm EST today). Peter Berezin Chief Global Strategist peterb@bcaresearch.com View Matrix A New Cold War A New Cold War Special Trade Recommendations A New Cold War A New Cold War Current MacroQuant Model Scores A New Cold War A New Cold War

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.

  Dear Client, The subject of cryptocurrencies elicits more emotion that any topic I can think of. As is true for the broader investment community, there is no unanimity of opinion among BCA strategists on the matter. This week, our Global Asset Allocation team is publishing a report taking a favorable view on NFTs. My report is far less sanguine on NFTs and the broader crypto landscape. I hope you enjoy the spirited debate. Best regards, Peter Berezin, Chief Global Strategist Highlights The price of Bitcoin and other cryptocurrencies has become increasingly correlated with the direction of equities. Stocks should recover over the coming months as bond markets stabilize and corporate earnings continue to expand thanks to a resurgent global economy. This could give cryptos a temporary lift. The long-term outlook for cryptocurrencies remains daunting, however. In most cases, anything that cryptocurrencies can do, the existing financial system can do better. Many of the most hyped blockchain applications, from DeFi to NFTs, will turn out to be duds. Concerns that cryptocurrencies are harming the environment, contributing to crime, and enriching a small group of early investors at the expense of everyone else will lead to increased regulatory scrutiny. Our long-term target for Bitcoin is $5,000. Investors looking to hedge their risks should consider going long Cardano, Solana, and Polkadot (three up-and-coming “proof of stake” coins) versus Bitcoin, Litecoin, and Doge (three doomed “proof of work” coins). The Cost Of Crypto Who pays for cryptocurrencies? That may seem like a simple question with a simple answer: The people who buy them! Chart 1 Yet, as economists have long known, purchases can produce externalities – costs or benefits that are borne by someone other than the person making the purchase. Some purchases can produce positive externalities, such as when you buy nice flowers to plant in front of your house. Other purchases produce negative externalities, such as when you buy a product that harms the environment. The negative externalities arising from Bitcoin mining are well known. A single Bitcoin transaction consumes 14 times as much energy as 100,000 Visa transactions (Chart 1). Bitcoin’s annual electricity consumption exceeds that of Pakistan and its 217 million inhabitants (Chart 2). The growth in crypto mining is one reason why electricity prices are so high in many countries.    Chart 2 Chart 3 Crime is another negative externality that cryptocurrencies facilitate. Bitcoin first entered the popular lexicon in 2013 when its price briefly eclipsed $1,000 due to rising demand for the currency as a medium of exchange on Silk Road and other parts of the so-called dark web. Fast forward to today and crime continues to be a major problem for the crypto industry. According to Chainalysis, illicit addresses received $14 billion in 2021, almost double 2020 levels (Chart 3). Scamming revenue grew 82% while cryptocurrency theft rose 516%.   Don’t Feed The Whales There is another cost arising from cryptocurrencies that is rarely mentioned – a cost borne by people who have never bought cryptocurrencies and probably assume they are immune from the vagaries of crypto markets: The holders of regular fiat money. Early investors in today’s most popular cryptocurrencies are sitting on huge profits. A recent study found that 1% of Bitcoin holders control 27% of supply. Ownership is even more concentrated for most other cryptocurrencies (Chart 4). Chart 4 If these whales were to sell their coins, they could purchase billions of dollars of goods and services. But since there is no indication yet that the proliferation of cryptocurrencies has expanded the aggregate supply of goods and services, their purchasing power must come at someone else’s expense.1  Still Waiting Cryptocurrency proponents would counter that blockchain technologies will usher in a golden age of innovation. Based on this perspective, Bitcoin is a lot like Amazon, a company that created immense wealth for Jeff Bezos and other early shareholders, but has reshaped the global economy in a way that arguably left most people, including those who never bought Amazon stock, better off. The problem with this argument is that Bitcoin is nothing like Amazon. Chainalysis estimates that online merchants processed less than $3 billion in cryptocurrency transactions in 2020, a number that has barely grown over time (Chart 5). While updated numbers for 2021 will be released in February, our analysis of data from Coinmap suggests that the number of merchants accepting cryptocurrency increased less last year than in either 2017 or 2018 (Chart 6). This is consistent with anecdotal evidence which suggests that the vast majority of cryptocurrency transactions continue to be motivated by investment flows rather than e-commerce. Chart 5 Chart 6 A Feature Not A Bug “Just wait and see,” crypto evangelists say. “Sure, Bitcoin has been around since 2008, but new applications are just around the corner.” There are good reasons to be skeptical of such pronouncements. The Bitcoin network can barely process five transactions per second, compared to over 20,000 for the Visa network (Chart 7). The fee for a Bitcoin transaction can fluctuate significantly, and is typically much greater than for a debit card (Chart 8). Chart 7We Apologize For The Wait We Apologize For The Wait We Apologize For The Wait Chart 8It Costs A Lot To Fill Up The Crypto Tank It Costs A Lot To Fill Up The Crypto Tank It Costs A Lot To Fill Up The Crypto Tank Bitcoin’s sluggishness is inherent to how it was designed. Due to their decentralized nature, blockchains must rely on elaborate procedures to prevent bad actors from taking control. Bitcoin and other popular cryptocurrencies such as Doge use the so-called “proof of work” algorithm. To see how this algorithm works in simple terms, think of spam email. One way of eliminating spam is to require everyone to waste $10 in electricity to send a single email. That is effectively how Bitcoin functions. It is secure, but it is also very clunky. An alternative to “proof of work” is “proof of stake.” Smaller cryptocurrencies such as Cardano and Solana use this algorithm, and Ethereum is in the process of migrating to it. Continuing with the spam analogy, imagine requiring everyone to put $10 down before they send an email. If the email is opened, the $10 is returned. If the email is deleted, the $10 is forfeited. A Solution In Search Of A Problem Proof of stake systems are arguably superior to proof of work systems since the former do not require wasteful energy consumption. But are they superior to the current financial system? That is far from clear. Listening to crypto enthusiasts, one would think that everyone is still using paper money, or perhaps shells or cattle, to make transactions. In fact, the global financial system is already nearly 100% digital. Digital transfer systems such as Zelle in the US and Interac in Canada permit instantaneous transfers at very little cost. Granted, cross-border payments are far from seamless. However, this largely reflects anti-money laundering rules and other regulations that banks must follow rather than some inherent technological limitations with, say, the SWIFT system. The DeFi Delusion Decentralized Finance, or DeFi, has become a hot topic of late. Like most things involving cryptocurrencies, there is more hype than substance. The idea that there will ever be large-scale crypto-denominated lending is wishful thinking. To see why, put yourself in the position of someone contemplating lending 25 bitcoins to a borrower who is interested in buying a house for, say, $1,000,000. On the one hand, if the price of bitcoin drops, you will likely be repaid, but in depreciated coins. On the other hand, if the price of bitcoin rises, you might not be repaid at all since the value of the loan will exceed the value of the house. Any way you cut it, there is no incentive to make the loan. There are other potential DeFi applications, such as those involving smart contracts, that could potentially prove useful. The Ethereum blockchain, where many of these contracts reside, is secured by ether (ETH). The market cap of ETH is currently $370 billion. How much ether is held for investment purposes and how much is held by people looking to make transactions on the Ethereum blockchain? It is impossible to be sure, but it would not surprise us if investment demand accounts for well over 90% of ETH holdings. It would be as if the price of oil rose to $1,000 per barrel, with 90% of that value driven by investment demand. Most people would agree that this would not be a sustainable situation. NFTs: Why So Ugly? Chart 9NFTs Have Taken Off NFTs Have Taken Off NFTs Have Taken Off The popularity of non-fungible tokens (NFTs) has soared over the past year. During the past four weeks, more than $250 million of NFTs were traded on average every day, up from almost nothing at the beginning of 2021 (Chart 9). NFTs allow artists to transform their work into verifiable assets that can be listed and sold on the blockchain. Or at least that is the claim. When they were first introduced, the expectation was that the most desirable NFTs would turn out to be unique and beautiful. Instead, as the CryptoPunks collection aptly demonstrates, many turned out to be repetitive and ugly. Why? One plausible answer is that many NFT buyers are not really looking to acquire digital art. Instead, they are looking to buy supercharged proxies for the cryptocurrency in which the NFT is denominated. As evidence, consider that 99% of the discussions in NFT forums are about how much money NFT buyers hope to make rather than about the “art” itself. Shadow Crypto Supply If this interpretation is correct, it undermines one of the main selling points of cryptocurrencies: That they are limited in supply. Just like banks can create money out of thin air whenever they make loans, the blockchain can spawn synthetic assets such as NFTs that increase the effective supply of the underlying cryptocurrency.2 And that is just for a single cryptocurrency. There is nothing that obliges someone to list a smart contract on the Ethereum blockchain as opposed to any other blockchain. Indeed, there is no limit to the number of blockchains, and by extension, the number of cryptocurrencies that can be created. Chart 10 shows that there are currently more than 9,000 cryptocurrencies in circulation, up from 1,000 in 2017 and less than 100 in 2013. At least with gold, they are not adding any new elements to the periodic table. Chart 10 The Paradox Of Low Gas Fees Competition among blockchains will favor those that offer the lowest “gas fees,” that is, those that require only a small amount of cryptocurrency to update their ledgers. As users abandon blockchains with high gas fees, the prices of their cryptocurrencies will fall. The cryptocurrencies of the more efficient blockchains will benefit, but probably not as much as one might assume. Just as the demand for petrol would decline if automobiles became much more fuel efficient but miles driven did not rise much, falling gas fees could reduce demand for cryptocurrencies unless activity on their blockchains increased proportionately more than the decline in prices. Crypto prices may fall dramatically if governments offer blockchain networks as a public good. The rollout of Central Bank Digital Currencies (CBDCs) could pave the way for this development. Concluding Thoughts On The Current Market Environment And Long-Term Outlook For Cryptos The price of Bitcoin and other cryptocurrencies has become increasingly correlated with the direction of equities (Chart 11). As we noted in our first report of the new year, average returns for the S&P 500 in January have been negative since 2000. This year has been especially trying given the rapid ascent in bond yields. Our end-2022 target for the US 10-year Treasury yield is 2.25%. Hence, while we expect yields to rise over the remainder of the year, the process should be a lot more gradual than over the past few weeks. Equities often experience a period of indigestion when yields rise sharply. However, as we stressed last week, stocks typically rebound as long as yields do not end up rising to prohibitive levels. The bull-bear spread in this week’s AAII poll fell back to its pandemic lows, a positive contrarian indicator for stocks (Chart 12). With global growth still firmly above trend, corporate earnings should rise by enough to propel stocks into positive territory for the year. A rebound in stock prices, in turn, could give cryptocurrencies a temporary lift. Chart 11Cryptocurrency Prices Have Become Increasingly Correlated With Stocks Cryptocurrency Prices Have Become Increasingly Correlated With Stocks Cryptocurrency Prices Have Become Increasingly Correlated With Stocks Chart 12The Bull-Bear Ratio Is Back To Its Pandemic Lows The Bull-Bear Ratio Is Back To Its Pandemic Lows The Bull-Bear Ratio Is Back To Its Pandemic Lows   Nevertheless, the long-term outlook for cryptocurrencies remains daunting. In most cases, anything that cryptocurrencies can do, the existing financial system can do better. Many of the most hyped blockchain applications, from DeFi to NFTs, will turn out to be duds. Meanwhile, concerns that cryptocurrencies are harming the environment, contributing to crime, and enriching a small group of early investors at the expense of everyone else will lead to increased regulatory scrutiny. Chart 13New Money Versus Old Money New Money Versus Old Money New Money Versus Old Money The prices of the most popular cryptocurrencies do not reflect this eventuality. Even after falling 32% from its highs, the aggregate market capitalization of cryptocurrencies is still only slightly less than the value of the entire stock of US dollars in circulation (Chart 13). Our long-term target for Bitcoin is $5,000. Investors looking to hedge their risks should consider going long Cardano, Solana, and Polkadot (three up-and-coming “proof of stake” coins) versus Bitcoin, Litecoin, and Doge (three doomed “proof of work” coins).   Peter Berezin Chief Global Strategist peterb@bcaresearch.com Footnotes 1     One way that holders of fiat money could suffer is if the presence of cryptocurrencies reduced the demand for dollars, euros, and other central bank issued currencies. If that were to happen, inflation would rise as people sought to dispose of unwanted fiat currency by buying goods and services. Alternatively, if central banks wanted to constrain inflation, they would have to shrink the money supply by selling income-generating assets. Either way, the public would be worse off. 2     For instance, consider Alice and Bob. Both wish to have a certain amount of exposure to ETH in their investment portfolios. Suppose Bob uses some of his ETH to buy an item from the “Dopey Duck” collection that Alice has just  minted. If Bob regards his NFT as a substitute for the ETH he previously held, he will not want to buy more ETH to replace the ETH he lost. In contrast, Alice will end up with more ETH than she previously owned, and hence, will need to sell some of it. All things equal, this will lead to a lower price for ETH. Global Investment Strategy View Matrix Image Special Trade Recommendations Current MacroQuant Model Scores Image

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

Highlights As investors’ hunt for yield continues, REITs emerge as an attractive asset class. Characterized by an attractive risk-adjusted return (comparable to public equities), and high dividend yields, REITs can add value to investors’ portfolios. The macro backdrop is supportive: Moderate levels of inflation and rising rates have historically been positive for REITs’ performance. Valuations, albeit currently looking frothy, are reflective of a recovery that was broad-based and swift. REITs’ risk premium is attractive, currently 540 basis points. Fundamentals remain supportive of a positive outlook on REITs. Even though cap rates (which historically have moved in lockstep with interest rates) could rise given our macro outlook, the cap-rate spread remains close to its historical average. The pandemic has accelerated some existing trends in the real-estate sector and established new ones. Those will create opportunities for investors. For example, the decline of retail and rise of e-commerce, working from home, and migration away from city centers are observable patterns with investable opportunities. Accordingly, the Global Asset Allocation (GAA) service upgraded the Real Estate sector to Overweight in its July 2021 Quarterly Outlook. In the near-term – given current elevated levels of inflation – we prefer REITs with short-term leases (such as self-storage and residential REITs) over those with long-term leases (such as retail and office) since the former can adjust rents more quickly. Structurally, we favor sectors supported by the growth of the digital economy. The post-pandemic environment should be positive for sectors such as data centers and industrial REITs. Feature In today’s environment of accommodative monetary policy, low interest rates, unattractive valuations and poor return prospects for income-generating assets, investors have been forced to dial up their risk appetite. Real estate stands out as a particularly attractive alternative. The Global Asset Allocation (GAA) service turned positive on real estate in July given the favorable macro backdrop in which: Inflation – while likely to come down from current elevated levels – will be higher in future than in recent decades; There is tight supply in some segments of commercial real estate (CRE); Rental growth is accelerating. This Special Report focuses on REITs, which are the simplest way for most investors to get liquid exposure to the real estate market.  The report is structured as follows. We first look at the broad US REITs market (mainly equity REITs) and analyze its historical risk-return characteristics, fundamentals, and valuations. We then assess how REITs fared in previous environments of rising rates and inflation. In the second section, we analyze various sectors of the REITs market, identifying likely losers and winners from our base-case expectations for inflation and growth, and based on our views of how long-term demand for real estate will shift following the pandemic. While we have concerns about potential weaknesses in some segments of commercial real estate (e.g., retail), we highlight opportunities in more technology-driven segments of CRE. Introduction The REITs market in the US as of Q3 2021 has a market value of close to $1.5 trillion. The bulk of this is equity REITs – trusts that own and operate income-producing assets and earn income mostly through rents. The remaining are mortgage REITs which lend money directly to real-estate owners or indirectly by purchasing mortgages or securitized securities such as mortgage-backed securities (MBS) and earn income on those investments. While technically considered equities, the business model of mortgage REITs makes them more like bonds than equities. The composition of the REITs market has changed over the years. While the traditional retail and residential segments dominated the market in the first years of the millennium, structural changes have shifted the balance towards segments such as infrastructure, data centers and industrial (Chart 1). The pandemic accelerated trends that were already in play: For example, the rise of e-commerce, digitalization of services, increased teleworking, and reshoring of manufacturing and supply chains. These have had adverse effects on traditional real estate segments such as retail. Chart 1 Historical Risk And Return, Valuations, Fundamentals & Correlations Since 1973, US all-equity1 REITs have outperformed both public equities and fixed-income assets (both government bonds and investment-grade corporate bonds) on an absolute basis, providing investors with an 11.9% annualized return versus 10.8%, 6.8%, and 7.6% respectively. On a risk-adjusted basis however, REITs’ performance was equal to that of their public equity counterparts, but lower than fixed-income assets because of REITs’ higher volatility. The negative skewness and excess kurtosis also indicate a high probability of large negative returns.  Mortgage REITs (split between Home Financing and Commercial Financing), on the other hand, have returned only 5.2% on an annualized basis, while racking up annualized volatility 3.5 percentage points higher than their all-equity counterparts (Table 1). Table 1Historical Risk-Return Characteristics Are REITs Still Attractive? Are REITs Still Attractive? In order to generate the sort of yields investors expect, mortgage REITs resort to leverage (about 6-8 times) which increases volatility (Chart 2). For example, REITs focusing on residential/home financing buy low credit-risk securities (with almost zero default risk), add leverage, and hedge changes in interest rates via derivatives. Mortgage REITs focusing on commercial financing use less leverage, but take on additional credit and default risk embedded in their underlying assets. Both types of REITs remain highly exposed to the economic cycle and financial conditions. Despite disappointing returns (mainly stemming from narrowing net interest spreads), mortgage REIT investors have been entranced by the high dividend yields. These have averaged 11.3% over the past four decades and are still close to 8% today, much higher than the yields of their all-equity counterparts and other assets (Chart 3). Chart 2Mortgage REITs Are Volatile... Mortgage REITs Are Volatile... Mortgage REITs Are Volatile... Chart 3...And Have High Dividend Yields ...And Have High Dividend Yields ...And Have High Dividend Yields   Table 2Attractive Dividend Yields Across Sectors Are REITs Still Attractive? Are REITs Still Attractive? Dividend yields for all-equity REITs are also attractive in today’s low-yielding investment environment, even though they are at all-time lows – currently they average 2.9%, 150 basis points higher than for public equities. In fact, all REIT sectors and subsectors (with the exception of the lodging/resorts sector) currently have dividend yields higher than those of public equities (Table 2). Even though REITs are considered equities, analyzing them requires different indicators. Whereas equity investors rely on multiples such as price-to-earnings (P/E) or price-to-book (P/B), for REITs price-to-funds from operations (P/FFO) is a more important valuation tool. FFO is favored over earnings since it adds back depreciation and amortization expenses, and adds to net income any gains (or subtracts any losses) from sales of underlying assets. REITs traded at a steady 17x FFO between the end of the Global Financial Crisis (GFC) and the start of the pandemic. FFO fell by 30% in the first two quarters of 2020 compared to Q4 2019, pushing the P/FFO multiple to 24.7 – an all-time high.  But FFO as of Q3 2021 has inched back above its pre-pandemic level (Chart 4). The risk premium for REITs (calculated as the FFO yield minus the real 10-year treasury yield) – currently at 5.4% – remains higher than the pre-GFC bottom of 3.5%. (Chart 5). Chart 4Valuations Reflect A Swift Recovery Valuations Reflect A Swift Recovery Valuations Reflect A Swift Recovery Chart 5REITs Risk Premium Is Still Elevated REITs Risk Premium Is Still Elevated REITs Risk Premium Is Still Elevated     With the exception of the lodging/resorts sector, REITs’ FFO as of Q3 2021 is higher than one year ago. The occupancy rate for major sectors of the REITs market is starting to rise. Overall net operating income (NOI) for Q3 2021 was 4.5% higher than its pre-pandemic (Q4 2019) level (Chart 6). Chart 6Occupancy Rates Are Rising Again Occupancy Rates Are Rising Again Occupancy Rates Are Rising Again This however is the result of a large year-on-year increase in inorganic or non-same-store net operating income (NOI) – income from assets owned for less than 12 months (either recently acquired or developed) (Chart 7). M&A activity has been increasing, and amounted to almost $47 billion over the past four quarters – driven by activity in the infrastructure, self-storage, and free-standing2 segments (Chart 8). Chart 7 Chart 8...As M&A Activity Rose ...As M&A Activity Rose ...As M&A Activity Rose Chart 9REITs Have Low Leverage... REITs Have Low Leverage... REITs Have Low Leverage...   The real-estate sector has historically been seen as risky due to its high leverage, but leverage has been on the decline. Over the past decade, REITs’ reliance on equity capital has increased, with the equity/assets ratio rising from 32% in 2008 to 43% in 2021. The ratio of debt to book assets stands at around 49%, much lower than the 58% during the GFC (Chart 9). REITs have also extended the average maturity of their debt from 5 years in 2008 to over 7.5 years today. The fall in interest rates over the past two decades has benefited equity REITs: As rates fell, so did the interest they paid on their debt. Liquidity ratios also improved, with REITs’ coverage ratio (earnings relative to interest expense) at 6x, cash levels and undrawn lines of credit relative to interest expense close to 2x and 7x, respectively (Chart 10).  In summary, REITs are an attractive asset class, since leverage is lower, earnings continue to rise, and cap rates – while declining – remain high compared to the risk-free rate. REITs, however, remain highly correlated to public equities: The current 3-year rolling correlation between REITs and public equities is above its historical average of 0.57 (Chart 11). This high correlation undermines the diversification benefit of REITs to investors’ portfolios. Moreover, investors should note that the correlation between REITs and direct real estate (DRE) has averaged only 0.1 over the past four decades. Even when DRE is lagged to account for its appraisal-based methodology, correlation does not rise. Chart 10...And Ample Liquidity Buffers ...And Ample Liquidity Buffers ...And Ample Liquidity Buffers Chart 11REITs Remain Highly Correlated To Equities REITs Remain Highly Correlated To Equities REITs Remain Highly Correlated To Equities In a previous Special Report we showed however that, while both direct and indirect real estate exposure can add value to investors’ portfolios on a risk-adjusted basis, direct real estate should be favored given its low correlation to other financial assets (such as equities and bonds) as well as the illiquidity premium that investors with no need for immediate liquidity can harvest. The Macro Outlook Our base case is that interest rates will inch higher over the next 12 months and that inflation will moderate but remain higher than during the past decade. How would such an environment affect the outlook for real estate – and REITs in particular? Interest rates and cap rates tend move in lockstep (with the exception of a divergence from mid-2003 until the GFC). This implies that rising rates could lead to higher cap rates, and thus lower property values (Chart 12, panel 1). The current cap-rate spread (the difference between the cap rate and the 10-year Treasury yield) is close to its long-term average of 365 basis points. This should help mitigate downward pressure on property values and act as a buffer when rates rise (Chart 12, panel 2). As long as rising rates are reflective of strengthening economic growth – and we expect US growth to remain above trend for the next two years at least (Chart 13) – and do not hurt the health of corporate tenants or increase defaults, demand for real estate should rise. Chart 12Interest Rates And Cap Rates Tend To Move In Lockstep Interest Rates And Cap Rates Tend To Move In Lockstep Interest Rates And Cap Rates Tend To Move In Lockstep Chart 13Above-Trend Growth Should Bolster Demand For Real Estate Above-Trend Growth Should Bolster Demand For Real Estate Above-Trend Growth Should Bolster Demand For Real Estate Historically, rising rates coincided with strong performance from REITs. On average, REITs returned 25.4% during episodes of rising interest rates, even higher than the return from equities of 24.5%. However, that figure is distorted by some outliers:  REITs returned over 100% between 1976 and 1980, and in 2003-2007 (Table 3). The median return of REITS was only 7.1% versus 22.5% for equities. Excluding those two periods lowers REITs’ mean return to 9.4%. Valuation data begins only in 2000, but we can see that REITs were attractively valued in 2003, trading at about 9x P/FFO. By the peak of the market in Q1 2007, they were trading at more than 17x P/FFO. Table 3REITs Fared Well In Previous Periods Of Rising Interest Rates Are REITs Still Attractive? Are REITs Still Attractive? Chart 14 REITs however fared poorly in periods of rising inflation. In a Special Report published in mid-2019, we showed that REITs were a poor hedge against very high inflation and that, much like equities, once the economy overheats and inflation rises sharply (which we define as CPI above 3.3%), REITs produced negative excess returns over cash (Chart 14 and Table 4). For investors able to be more granular in REIT allocations, drilling down to sub-categories of the market might be beneficial, particularly given the low correlation between REIT sectors (Chart 15). Table 4REITs Are Not A Good Inflation Hedge (II) Are REITs Still Attractive? Are REITs Still Attractive? Chart 15Low Correlation Between REIT Sectors Low Correlation Between REIT Sectors Low Correlation Between REIT Sectors The real estate market is diverse. Each sector is driven by different dynamics, reacts differently to the business cycle and changes in consumer behavior, and therefore has different return characteristics. Annual returns by sector have ranged from 4% to 19% since 1994 (Table 5). Moreover, sectors do not react in the same way to rising interest rates or inflation. Properties with short-term leases, such as hotels, storage, and apartments, can reprice and adjust rents as prices rise. On the other hand, those on the other end of the lease spectrum, e.g., retail and healthcare, have less flexibility to do so (Diagram 1). REITs with shorter-term leases (an equally-weighted basket of lodging, self-storage, and residential) outperfomed those with longer-term leases (an equally-weighted basket of healthcare, industrial, retail, and office) during periods of rising interest rates (Chart 16). Table 5REIT Sector Historical Returns Are REITs Still Attractive? Are REITs Still Attractive? Diagram 1Short-Term Leases Outperform... Are REITs Still Attractive? Are REITs Still Attractive?   Chart 16...During Periods Of Rising Interest Rates ...During Periods Of Rising Interest Rates ...During Periods Of Rising Interest Rates Bottom Line: The REITs market has recovered after the slump early in the pandemic. Current multiples appear expensive. However, they may just reflect a recovery that has been broad-based and swift. Cap rates historically have moved in lockstep with rising rates. If rates rise, as we expect, cap rates are likely to rise in tandem, putting downward pressure on property prices. The cap rate spread however remains close to its historical average and this should act as a buffer when rates rise. Moderate levels of inflation and rising rates are usually a positive for REITs’ performance. However, just like equities, once inflation rises too high (historically above 3.3%), REITs’ returns fall. We prefer REITs with short-term leases compared to those with long-term leases, as the former can reprice and adjust rental pricing more quickly. The Post-Covid Environment The pandemic has accelerated some existing trends in the real-estate sector and established new ones. Some sectors will struggle in this new environment, while others will flourish. In this section, we describe the likely post-pandemic world and how it will impact various segments of the real-estate market. We also assess where there are opportunities that investors can capitalize on.   Retail The “death of retail” is not a new phenomenon. As technological advances led to the rise of e-commerce, consumer spending shifted from in-store to online. Over the past two decades, non-store retail sales in the US have grown at an annualized 9.5%, compared to 3.1% for in-store sales. E-commerce has risen to almost 14% of total retail sales (Chart 17). This shift is reflected in the halving of the weight of retail REITs in the REITs index over the past decade. The composition of the sector has also changed and is no longer dominated by regional malls and shopping centers but by free-standing properties: These include restaurants, theaters, fitness centers, pharmacies, etc.  (Chart 18). Chart 17The Rise Of E-Commerce... The Rise Of E-Commerce... The Rise Of E-Commerce... Chart 18...Had An Adverse Impact On The Retail Sector ...Had An Adverse Impact On The Retail Sector ...Had An Adverse Impact On The Retail Sector   The headwinds facing the sector – particularly shopping centers –  have not abated. The size of vacant shopping center space has increased to 220 million square feet, approximately 11% of total retail space available: This is close to its post-GFC high. Private multi-retail capex continues to decline and is below its post-GFC low (Chart 19). Retail REITs’ occupancy rate is among the lowest among CRE: 94% as of Q3 2021, although it is higher than during the past two recessions. Funds from operations (FFO) and net operating income (NOI) have been declining over the past few years, with the exception of free-standing properties which saw low but positive growth (Chart 20). Chart 19Plenty Of Vacant Inventory In Shopping Centers... Plenty Of Vacant Inventory In Shopping Centers... Plenty Of Vacant Inventory In Shopping Centers... Chart 20...But There Could Be Opportunities In Free-Standing Properties ...But There Could Be Opportunities In Free-Standing Properties ...But There Could Be Opportunities In Free-Standing Properties   The pandemic exacerbated some other underlying trends and threats. Smaller in-store retailers have shifted to an online presence, aided by companies like Shopify, which saw the numbers of merchants on its platform grow from 1.07 to 1.75 million in 2020. Consumers are also likely to favor shopping in smaller-scale, local shops as they find convenience in stores close to home. Additionally, given the positive correlation between household density and retail space, as households migrate from city centers to the suburbs there will be less need for retail space within city centers. Bottom Line: We recommend investors underweight the retail sector within their broad real estate exposure. The structural headwinds are not likely to disappear. Within retail, we would favor free-standing properties over shopping centers and regional malls.   Office There has long been a close link between office demand and employment. As the labor market tightens, demand for offices increases and rents tend to rise (Chart 21). Investors in office REITs have earned 9.6% annualized returns, 90 basis points annualized below the overall return of the all-equity REITs index, over the past two decades. The sector is currently flush with supply. Estimates show that almost 18% (close to 800 million square feet) of total office space is vacant, yet capex has continued to increase over the past decade (Chart 22). Chart 21The Pandemic Has Changed Office Demand Dynamics The Pandemic Has Changed Office Demand Dynamics The Pandemic Has Changed Office Demand Dynamics Chart 22...Leaving The Sector With Empty Space ...Leaving The Sector With Empty Space ...Leaving The Sector With Empty Space   The pandemic, however, might be the catalyst for change. After social restrictions were imposed and offices shut down, the BLS estimates that in May 2020 as many as 35-40% of US employees were telecommuting, strictly because of the pandemic (Chart 23). Since then, as restrictions were lifted and vaccination rates rose, this number has come down to 12%,3 as more employees returned to some sort of pre-pandemic normalcy. The US Household Pulse survey (published by the US Census Bureau), however, shows close to 40% of employees working at home as of the end of September (Chart 24). Chart 23 Chart 24 Chart 25Mobility Data Showing No Full Return To Offices Mobility Data Showing No Full Return To Offices Mobility Data Showing No Full Return To Offices The true number of employees who telework likely lies in between the BLS’s 15% and the Census Bureau’s 40%. A study by Jonathan Dingel and Brent Neiman estimated, based on job characteristics,4 that 37% of jobs in the US can be done entirely from home (46% if weighted by wages). Whether employees will favor a work-from-home versus a return-to-office environment is still unclear. Most surveys show a 50-50 split. High-frequency data such as the Google Mobility Trends show that the number of people going to their workplace has not yet returned to normal (Chart 25). It is likely however that office utilization rates will not return to pre-pandemic levels. This might incentivize firms to search either for offices with flexible leases or co-shared space. Chart 26Are Employers Leaving City Centers With Their Employees? Are Employers Leaving City Centers With Their Employees? Are Employers Leaving City Centers With Their Employees? Companies face the choice of downsizing and so reducing business costs, or keeping the same premises which would allow for lower office density and enable social distancing between employees who return to the office. Estimates by CBRE suggest that office demand will not fall by as much as the reduction in the time employees will be in the office. CBRE argues that, while the average US employee is likely to spend 24% less time in an office, demand for office space will fall by only 9%. This calculation factors in more space per employee to allow for social distancing and collaborative working. Additionally, as more employees move away from inner cities, employers could move with them. This trend is reflected in suburban office prices which have risen by 15.1% since the beginning of 2020, compared to those in central business districts (CBD) which have risen by a mere 0.2% (Chart 26). Bottom Line: Investors in office space should be wary of corporates which are unwilling to return to offices operating at full capacity, and instead focus on single-tenant assets with long-term leases.   Healthcare Chart 27Like Equities, Healthcare REITs Are A Defensive Play Like Equities, Healthcare REITs Are A Defensive Play Like Equities, Healthcare REITs Are A Defensive Play REITs within this sector are focused on hospitals, senior and nursing homes, and laboratories. Since 1994, healthcare REITs have returned 10.7% annualized, with 21.1% annual volatility. These numbers, however, mask the underlying reality. Healthcare, being a defensive sector, outperformed the broad REITs market only during the dot-com recession and the GFC. In the short-lived pandemic-driven recession in 2020, healthcare REITs underperformed the broad index by 15%. On the other hand, during bull markets, particularly post the GFC, healthcare REITs significantly underperformed the broad market (Chart 27). The sector also has a high dividend yield, which has averaged 6.7% over the past 25 years, 160 basis points higher than the broad index’s historic average (Chart 28). In a Special Report published last year, we explained the structural reasons for our longstanding overweight position on Healthcare equities. We expect demand for healthcare services to continue to rise as life expectancy increases, populations age, and retiring baby boomers spend their accumulated wealth (mainly on healthcare) (Chart 29). Chart 28Healthcare REITs Have High Dividend Yields Healthcare REITs Have High Dividend Yields Healthcare REITs Have High Dividend Yields Chart 29An Aging Population Will Support Demand For Healthcare An Aging Population Will Support Demand For Healthcare An Aging Population Will Support Demand For Healthcare Elder care facilities will play a major role in supporting the increasingly aging population over the coming years. The pandemic has emphasized the need for high-quality senior housing: In our previous report, we highlighted that lack of funding and mismanagement – particularly in for-profit nursing homes – were reasons why they had almost four times as many Covid infections as those run by the government or non-profits. Chart 30...Increasing Investment In Healthcare Facilities ...Increasing Investment In Healthcare Facilities ...Increasing Investment In Healthcare Facilities Chart 31Healthcare REITs' Fundamentals Are Recovering Healthcare REITs' Fundamentals Are Recovering Healthcare REITs' Fundamentals Are Recovering The private sectors has already began to step in to meet this demand: Healthcare private construction expenditure has risen over the past few years and is likely to rise further (Chart 30). Cap rates continue to inch lower, but still have a decent spread over 10-year Treasurys (Chart 31, panel 1). Fundamentals have also began to improve: FFO and NOI growth seem to have bottomed, after dipping into negative territory as a result of the pandemic (panels 2 & 3). The sector has been going through a phase of consolidation: There have been significant acquisitions over the past few quarters, particularly of distressed operators (panel 4). Bottom Line: There is a structural long-term case to favor REITs in this sector, particularly an aging population with ample savings to spend on healthcare. Federal support and oversight have helped bolster confidence (for both occupants of care homes and investors) during the pandemic, and are likely to continue.   Lodging/Resorts Chart 32Income Has Been The Only Source Of Return For Lodging REITs Income Has Been The Only Source Of Return For Lodging REITs Income Has Been The Only Source Of Return For Lodging REITs Chart 33The Travel Industry Has Not Yet Recovered The Travel Industry Has Not Yet Recovered The Travel Industry Has Not Yet Recovered Lodging REITs have been the worst performing sector over the past 27 years. Since 1994, they have returned only an annualized 4.1%, 640 basis points lower than the all-equity REITs index, with annual volatility 14 percentage points higher. They have steadily underperformed the market since 1997. Property prices within the sector have consistently declined, and income has been the only source of return (Chart 32). Lodging demand is closely linked to travel, which has been deeply impacted by the pandemic. The number of US domestic airline passengers is still only half that of the pre-pandemic period (Chart 33). With vaccines rolled out and most pandemic restrictions likely to be lifted eventually, the travel sector is set to rebound, albeit not equally across segments. Chart 34Personal Travel Likely To Recover Before Business Travel Personal Travel Likely To Recover Before Business Travel Personal Travel Likely To Recover Before Business Travel Chart 35The Hotel Industry's Recovery The Hotel Industry's Recovery The Hotel Industry's Recovery Personal and leisure travel is likely to return first: More people are now comfortable about going on vacation and want to make up for the “lost travel” of the past two years (Chart 34). Hotel occupancy rates, while still below 2019 levels, continue to rise, and revenue per available room (RevPAR) is close to 2019 levels (Chart 35). Business travel, on the other hand, might not recover as fast. The shift to remote working and videoconferencing is likely to push companies to review travel budgets. Business travel, which halved between 2019 and 2020, is forecast to return to its pre-pandemic level only in 2024/2025. This is likely to have a larger adverse impact on higher-end, major-city hotels. Chart 36The Pandemic's Effect On The Lodging Sector The Pandemic's Effect On The Lodging Sector The Pandemic's Effect On The Lodging Sector The industry has been facing other headwinds for the past few years. The threat from online lodging platforms, such as Airbnb, has put downward pressure on occupancy rates, which have been declining recently after having hovered around the mid-60% level over the past 30 years. Bottom Line: Real spending on hotels and motels remains 26% below trend (Chart 36). A revival in leisure travel, the easing of restrictions, and pent-up demand will support the sector in the short-term. However, domestic business travel and international tourism might be slow to recover. Investors in lodging and resorts should reduce exposure to major-city assets and focus instead on rural or resort-based getaways.   Residential Residential REITs are primarily focused on apartments, rather than single-family homes or manufactured (mobile) homes  – although the share of apartments has been declining over the past few years (Chart 37). Since 1994, residential REITs have outperformed the broad market by an annualized 1.8 percentage points. More recently, since the single-family homes segment was added to the sector (in December 2015), residential REITs have continued to outperform the broad market, driven by a 21.4% annualized return from the manufactured homes segment, 19.4% from single-family homes, and 12.3% from apartments. The sector’s outperformance should not come as a surprise. The housing sector has been undersupplied for decades: The ratio of annual housing starts to the total number of households is 1.2% –  0.7 percentage points below its pre-GFC average (Chart 38). This has pushed up prices, increasing unaffordability, particularly for first-time buyers (Chart 39). This increased the percentage of US housing inventory occupied by renters rather than owners (Chart 40). Chart 37Apartments Make Up The Majority Of Residential REITs Apartments Make Up The Majority Of Residential REITs Apartments Make Up The Majority Of Residential REITs Chart 38Housing Undersupply Is No New Issue... Housing Undersupply Is No New Issue... Housing Undersupply Is No New Issue...   Chart 39...Making Home Prices Unaffordable... ...Making Home Prices Unaffordable... ...Making Home Prices Unaffordable... Chart 40...Particularly For Young Adults ...Particularly For Young Adults ...Particularly For Young Adults   Chart 41The Pandemic Pushed Renters Outside Of Major Cities The Pandemic Pushed Renters Outside Of Major Cities The Pandemic Pushed Renters Outside Of Major Cities The pandemic, and its impact on shopping and work, has pushed city residents to the suburbs. This is reflected in the gap between the rental vacancy rate in large cities versus that in the suburbs (Chart 41). It is also noticeable in REITs’ performance: Ones dominated by suburban housing have outperformed those focused on city centers over the past year. Home prices, appreciating faster than rental growth, will remain a tailwind for residential REITs (Chart 42). Supply shortages will keep prices high. Fundamentals also remain supportive of a positive outlook on the sector: The cap rate on residential REITs is about 260 basis points over the 10-year Treasury yield, and both FFO and NOI growth seem to have troughed (Chart 43). Chart 42Rising Home Price Will Be A Tailwind For Residential REITs Rising Home Price Will Be A Tailwind For Residential REITs Rising Home Price Will Be A Tailwind For Residential REITs Bottom Line: Investors should favor the residential sector within the REITs market, favoring single-family homes and manufactured homes over apartments, and out-of-city over downtown properties. Chart 43Improving Fundamentals For The Residential Sector Improving Fundamentals For The Residential Sector Improving Fundamentals For The Residential Sector   Data Centers Data centers are facilities that provide space for customers’ servers and other network and computing equipment. Due to the high and complex technical set-up specifications, leases are usually longer (upwards of five years). Properties that support the digital economy have attracted a lot of demand over the past few years. New technologies such as artificial intelligence, virtual reality, and autonomous vehicles will prove a tailwind over the coming years. Since data first became available (January 2016), data centers have outperformed the REITs benchmark by almost 60 percentage points (Chart 44). The pandemic has accelerated those trends, as social restrictions led offices, schools, and stores to close. This led to an increase in internet traffic and data creation. Estimates by OpenValut show that broadband usage increased by 51% in 2020 compared to 2019, partly due to remote learning and teleworking. Demand for data centers is expected to continue to grow. Fundamentals for the sector remain supportive: The cap rate – albeit now lower than post the GFC– is still near that of the broad benchmark (Chart 45, panel 1) and both NOI and FFO continue to grow (panels 2 & 3). Chart 44Sectors Supporting A Digitalized Economy Will Be Long-Term Outperfomers Sectors Supporting A Digitalized Economy Will Be Long-Term Outperfomers Sectors Supporting A Digitalized Economy Will Be Long-Term Outperfomers Chart 45...Supporting Fundamentals' Growth ...Supporting Fundamentals' Growth ...Supporting Fundamentals' Growth     Bottom Line: Internet traffic remains the primary driver of the performance of data-center REITs. The move towards a more digitalized economy is likely to prove a tailwind for the sector. This should also immunize the sector over the economic cycle as dependence on data increases structurally. A new normal in remote working and learning, as well as continued investment in new technologies, support an allocation to the sector.     Industrial Technological advances, particularly the rise of e-commerce, have also helped the industrial sector, increasing the need for logistics and fulfillment centers. Research by Prologis shows that e-commerce requires more than 3x the logistics space of brick-and-mortar sales. That is why investment in the sector has been rising over the past decade (Chart 46). Demand shows no signs of cooling: The occupancy rate of industrial REITs is at an all-time high, 4 percentage points higher than its 20-year average (Chart 47). Rental growth for industrial properties – particularly down the value chain closer to the end-consumer – has been robust due to the scarcity of permittable land. Chart 46Increased Demand For Warehouses Has Translated Into More CAPEX... Increased Demand For Warehouses Has Translated Into More CAPEX... Increased Demand For Warehouses Has Translated Into More CAPEX... Chart 47...And Pushed Up Occupancy Rates ...And Pushed Up Occupancy Rates ...And Pushed Up Occupancy Rates   The pandemic has also revealed how vulnerable current supply chains are and has accelerated a trend BCA Research has highlighted for years: The decline of globalization. Going forward, companies will move to reshore some of their production to gain greater control over supply chains (Chart 48). This will amplify the need for industrial space. Bottom Line: We expect the industrial sector to continue to outperform the broad REITs market, supported by continued investment in fulfillment and logistics centers. Fundamentals remain strong: Same-store NOI is growing at over 6% a year, and acquisitions have increased, with more than $5.5 billion over the past four quarters (Chart 49). The industrial sector has been one of the quickest to revive projects put on hold during the pandemic, with the development pipeline as of Q3 2021 34% higher than in Q4 2019. Chart 48The End Of Globalization, And Supply Chain Reshoring Will Increase The Need For Industrial Space The End Of Globalization, And Supply Chain Reshoring Will Increase The Need For Industrial Space The End Of Globalization, And Supply Chain Reshoring Will Increase The Need For Industrial Space Chart 49Increased M&A Activity In The Industrial Sector Increased M&A Activity In The Industrial Sector Increased M&A Activity In The Industrial Sector Amr Hanafy Senior Analyst Amrh@bcaresearch.com Footnotes 1  All-equity REITs refer to equity REITs plus infrastructure and timberland REITs. 2  Free-standing REITs own stand-alone properties away from malls and are a subsector of the retail sector. 3 This does not include those whose telework was unrelated to the pandemic, such as those who worked entirely from home prior to the pandemic. 4 Jonathan I. Dingel and Brent Neiman, "How Many Jobs Can Be Done At Home?" NBER Working Paper No. 26948, April 2020.