Global

Listen to a short summary of this report.         Executive Summary The US Inflation Surprise Index Has Rolled Over 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 Chart 2Asymmetries 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 Chart 4Wage Pressures May Be Starting To Ease 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 Chart 7The 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. Chart 9When 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 Chart 11Depleted 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 Chart 13US 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 Chart 15Germany’s Economy Will Sink Without Russian Energy 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 Chart 17European And US EPS Estimates Have Been Trending Higher This Year Chart 18Chinese 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   Chart 20B... But They Like Bonds Even Less Chart 21Global 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 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 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 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 Chart 27The 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 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 Special Trade Recommendations Current MacroQuant Model Scores

Executive Summary Global inflation will peak sometime in the next few months, a process that has likely already begun in the US. This will give policymakers some breathing room to turn less hawkish, a more credible stance given softening global growth momentum and increased financial market volatility. Our Global Golden Rule of Bond Investing suggests that overall government bond returns should turn positive over the next year, but with widening divergences across countries for our base case scenarios. Projected government bond return expectations over the next 12 months look most attractive in Australia, Germany and the UK – where far too many rate hikes are priced in – compared to the US, where the Fed is more likely to follow through on most, but not all, discounted rate increases. Japan has the lowest expected returns, and the defensive properties of “low-beta” JGBs will be less necessary with global yield momentum set to peak in the latter half of 2022. Our Global Golden Rule Base Case Scenarios For The Next 12 Months Bottom Line: The return expectations over the next year stemming from our Global Golden Rule suggest the following country allocation recommendations in global government bond portfolios: maintain overweights in Australia, Germany and the UK, stay underweight the US and neutral Canada, but downgrade Japan to underweight. Feature Chart 1A Pause In The Global Bond Bear Market Global bond markets may finally be showing signs of settling down after a painful period of rising yields and high volatility. Government bond yields across the developed economies have fallen substantially over the past week as equity and credit markets have sold off, in a typical risk-off response to increased concerns over global growth momentum. For example, benchmark 10-year government yields have fallen by -32bps both the US and UK, -25bps in Germany and -22bps in Canada since the cyclical intraday high was reached on May 9. These moves are modest in the context of the cyclical bond bear market, with the Bloomberg Global Treasury index still down -12.1% year-to-date and -14.4% on a year-over-year basis (Chart 1). That painful selloff has been driven by expectations of intense monetary tightening in response to surging global inflation. However, last week’s release of US Consumer Price Index data for April confirmed that US goods inflation has peaked, a trend that we expect to follow suit in other countries (Chart 2). That will leave inflation momentum, and eventual interest rate hikes, to be driven more by domestic services inflation that will prove to be less correlated across countries over the next 6-12 months (Chart 3). Chart 2Inflation & Rate Hike Expectations Have Become Correlated. . .​​​​​​ Chart 3. . .Making Our Global Golden Rule All About Inflation​​​​​​ With that in mind, we revisit our framework for linking government bond returns to monetary policy outcomes versus expectations, the Global Golden Rule of Bond Investing. A Brief Overview Of The Global Golden Rule In September 2018, we published a Special Report introducing a government bond return forecasting methodology called the “Global Golden Rule.” This was an extension of a framework introduced by our sister service, US Bond Strategy, that links US Treasury returns (versus cash) to changes in the fed funds rate that were not already discounted in the US Overnight Index Swap (OIS) curve.1 The historical results convincingly showed that investors who "get the Fed right" by making correct bets on changes in the funds rate versus expectations were very likely to make the right call on the direction of Treasury yields and Treasury returns. Related Report  Global Fixed Income StrategyRevisiting Our Global Golden Rule Of Bond Investing We discovered that relationship also held in other developed market countries. This gave us a framework to help project expected global bond returns simply based on a view for future central bank interest rate moves versus market expectations.2 Specific details on the calculation of the Global Golden Rule can be found in those original 2018 papers. In the following pages, we present the latest results of the Global Golden Rule for the US, Canada, Australia, the UK, the euro area and Japan. The set-up for the chart shown for each country is the same. We show the 12-month policy rate “surprise”, defined as the actual change in the central bank policy rate over the preceding 12-months versus the expected 12-month change in the policy rate from a year earlier extracted from OIS curves (a.k.a. our 12-month discounters). We then compare the 12-month policy rate surprise to the annual excess return over cash (treasury bills) of the Bloomberg government bond index for each country. We also show the 12-month policy rate surprise versus the 12-month change in the government bond index yield. The very strong historical correlation between those latter two series is the backbone of the Global Golden Rule framework. After that, we present tables showing expected yield changes and excess returns for various maturity points, as well as the overall government bond index, derived from the Global Golden Rule regressions. The expected change in yield is derived from regressions on the policy rate surprises, with different estimations done for each maturity point. In the tables, we show the results for different scenarios for changes in policy rates. For example, the row in the return tables labeled “+25bps” would show the expected yield changes and excess returns if the central bank for that particular country lifts the policy interest rate by +25bps over the next 12 months. Showing these scenarios allows us to pick the one that most closely correlates to our own expectation for central bank actions, translating that into government bond return expectations. Global Golden Rule: US Chart 4Risk/Reward Favors Less UST-Bearish Fed'Surprises' US Treasuries have delivered a painful loss of -7.8% versus cash over 12 months. Bearish outcomes of such magnitude were last seen during 1994 and 1999 when the Fed was aggressively lifting the funds rate. The Fed delivered a smaller hawkish surprise over the past year than those 1990s episodes, with a trailing 12-month policy rate surprise of -72bps. Thus, the Golden Rule underestimated losses realized by US Treasuries, as US bond yields moved to price in far more Fed tightening than what was expected one year ago. The US OIS curve now discounts +229bps of rate hikes over the next 12 months, taking the fed funds rate to 3.3% (Chart 4). That is a more aggressive profile than was laid out in the March 2022 Fed “dots”, where the median FOMC member projection called for the funds rate to climb to 2.8% in 2023. That means there is less scope for Fed rate hikes to surprise versus market expectations that are already very hawkish, at a time when US growth and inflation momentum is rolling over. Our base case calls for the Fed to deliver +200bps of rate increases over the next year, +50bps at the next two policy meetings followed by +25bps at the subsequent four meetings. That outcome produces a Golden Rule forecast of the overall US Treasury index yield falling -13bps, generating a total return of +3.73% (Tables 1 & 2). Table 1US: Government Bond Index Total Return Forecasts Over The Next 12 Months Table 2US: Expected Changes In Treasury Yields Over The Next 12 Months Global Golden Rule: Canada Chart 5Canadian Bonds Selloff After A Hawkish BoC Canadian government bonds have sold off hard over the past 12 months, delivering an excess return over cash of -7.5% (Chart 5). That loss reflects the Bank of Canada’s (BoC) hawkish turn, but is a less severe outcome compared to other developed economy government bond markets that saw a major repricing of rate hike expectations like the US and Australia. Losses in the Canadian government bond market were consistent with the +34bps of hawkish surprises delivered by the BoC, which tightened by +75bps on a 12-month basis versus the +41bps expected by markets in May 2021. Rate expectations are highly aggressive on a forward basis. The Canadian OIS curve now discounts 210bps of interest rate increases over the next 12 months. However, high household debt in Canada, fueled by a relentlessly expanding housing bubble, will limit the ability of the BoC to match the Fed’s rate hikes over the next 6-12 months. Higher debt levels also imply a lower nominal neutral rate of interest, as the BoC has less room to hike before debt servicing costs become overly burdensome for overleveraged Canadian consumers. Our base case is that the BoC will deliver +150bps of tightening over the next 12 months. This produces a Golden Rule forecast of a decline in the overall Canadian government bond index yield of -17bps, delivering a projected total return of 4.52% (Tables 3 & 4). Table 3Canada: Government Bond Index Total Return Forecasts Over The Next 12 Months Table 4Canada: Expected Changes In Government Bond Yields Over The Next 12 Months Global Golden Rule: Australia Chart 6Aggressive Rate Hike Expectations On A Forward Basis For Australia Australian government bonds have delivered a negative excess return over cash of -9.6% over the past year (Chart 6). This is the biggest sell-off among all the countries covered in our Global Golden Rule framework. The magnitude of those realized losses far exceeded what would have been predicted by the Golden Rule a year ago, with the Reserve Bank of Australia (RBA) delivering only a modest hawkish surprise. An unexpectedly high Australian headline inflation print of 5.1% in Q1 of this year led the RBA to deliver a surprise +25bps rate hike in April. This created a mild hawkish policy rate surprise of -17bps over the past 12 months, as only +8bps of tightening had been discounted in the Australian OIS curve in May 2021. The Australian OIS curve is now discounting 292bps of rate hikes over the next year, taking the cash rate to just over 3% - a level last seen in 2013 when the neutral rate in Australia was much higher by the RBA’s own reckoning. The RBA appears confident in the Australian economy, forecasting the unemployment rate to reach a 50-year low around 3.5% in 2023. However, we believe the RBA will be more measured in its pace of rate increases over the next year than markets expect, as global traded goods inflation cools and Australian wages are still not overheating. According to the Golden Rule projections, our base case of +150bps of tightening will produce a decline in Australian government bond index yield of -92bps, delivering a projected total return of 9.29% (Tables 5 & 6). Table 5Australia: Government Bond Index Total Return Forecasts Over The Next 12 Months Table 6Australia: Expected Changes In Government Bond Yields Over The Next 12 Months Global Golden Rule: UK Chart 7The BoE Will Hike Less Than Markets Expect UK government bonds have gotten hit hard over the past year, delivering a negative excess return over cash of -7.9% - one of the worst performances seen over the past quarter century (Chart 7). The size of that loss was in line with the Global Golden Rule forecasts, given the magnitude of the rate shock seen in the UK. The Bank of England (BoE) hiked rates by 90bps over the past 12 months, which was a hawkish surprise of -79bps compared to what was discounted one year earlier. The UK OIS curve is now priced for another +139bps of rate hikes over the next year. This would take the BoE’s Bank Rate to 2.4%, a level that would push the UK unemployment rate up by two percentage points and lower UK inflation to below 2% within the next 2-3 years, according to the BoE’s own forecasting models. As we discussed in our report last week, where we upgraded our stance on UK Gilts to overweight, the neutral level of UK policy rates is between 1.5-2%, at best, with UK potential growth barely above 1%. Thus, markets are already pricing in a very restrictive monetary policy stance from the BoE that is unlikely to be fully delivered before UK growth and inflation decline sharply. Our base case calls for the BoE to deliver only another +75bps of hikes over the next year, which will produce a fall in the UK government bond index yield of -21bps and a total return of 4.12% (Tables 7 & 8). Table 7UK: Government Bond Index Total Return Forecasts Over The Next 12 Months Table 8UK: Expected Changes In Gilt Yields Over The Next 12 Months Global Golden Rule: Germany Chart 8German Bunds Stand To Gain From An ECB Dovish Surprise German government bonds suffered major losses over the past year, underperforming cash by -8.5% over the past year. We saw no policy surprise from the European Central Bank (ECB) over that time relative to market expectations (Chart 8). The dramatic sell-off instead reflected surging expectations of future tightening as the euro area faces an energy-driven inflation spike. The trailing 12-month policy rate surprise for Germany (and the overall euro area) remains stuck near zero. However, markets now expect a very aggressive move by the ECB, discounting a full +156bps of tightening over the next 12 months. This would push the ECB’s main refinancing rate to levels last seen in the disastrous tightening cycle during the 2011 European debt crisis. As argued by our colleagues at BCA Research European Investment Strategy, the euro area is heading into a growth slowdown and energy inflation looks set to peak. Even if the hawks are able to sway the ECB Governing Council to begin hiking rates this summer, the slowing trajectory of growth and inflation make it highly unlikely that the ECB will deliver the full amount of tightening currently discounted. Our base case is that the ECB will deliver only +50bps of tightening over the next 12 months, enough to push the deposit rate out of negative territory to 0%. As shown in Tables 9 & 10, this is consistent with the Germany government bond index yield falling -55bps, delivering an index return of 5.07% over a 12-month horizon. Table 9Germany: Government Bond Index Total Return Forecasts Over The Next 12 Months Table 10Germany: Expected Changes In Bund Yields Over The Next 12 Months Global Golden Rule: Japan Chart 9The Upside On A BoJ Dovish Surprise Is Limited Japanese government bonds (JGBs) have delivered an excess return versus cash of -1.8% over the past twelve months (Chart 9). The policy rate surprise was flat as the Bank of Japan (BoJ) kept the policy rate unchanged at -0.1%. Admittedly, the Golden Rule framework is poorly suited to project Japanese bond returns. The BoJ has been unable to lift policy rates for many years, while instituting yield curve control on 10-year JGBs since 2016 to anchor yields near zero. With no variability on policy rates or bond yields, a methodology that links bond returns to unexpected policy interest rate changes will have poor predictive power. However, rates traders are making some attempt to challenge the BoJ’s ultra-dovish posture. The Japan OIS curve now discounts +9bps of tightening, approximately enough to push the policy rate to zero, over the next 12 months. With the yen weakening rapidly and the cost of imported energy elevated, consumer price inflation in Tokyo (excluding fresh food) hit the BoJ’s 2% target in April. However, as evidenced in the minutes of the March BoJ meeting, policymakers see a sustainable inflation overshoot as unlikely. Our base case is the “Flat” scenarios shown in Tables 11 & 12, with the BoJ keeping policy rates unchanged for the next twelve months and delivering a slight dovish surprise. That generates a Golden Rule forecast of a -6bps fall in the Japanese government bond index yield, with a total return projection of 0.87%. Table 11Japan: Government Bond Index Total Return Forecasts Over The Next 12 Months Table 12Japan: Expected Changes In JGB Yields Over The Next 12 Months Investment Implications Of The Global Golden Rule Projections For all the countries discussed above, our base case calls for the respective central banks to deliver less tightening than markets are discounting over the next year. This suggests that government bonds should be expected to deliver positive returns versus cash, even as we expect multiple rate increases from all central banks except the BoJ. While this could argue for an above-benchmark duration stance at the overall global level, we prefer to translate the Global Golden Rule results via country allocations – as we have greater conviction on relative central bank moves in the current high inflation environment – while keeping overall global duration exposure at neutral. The return outcomes for our base case scenarios for the six countries in our Global Golden Rule framework are presented in Table 13. We show the expected returns both in local currency and hedged into US dollars, the latter allowing a comparison in common currency terms. In our base case scenarios, we expect Australian and German government bonds to deliver the strongest performance over the next year, followed by the UK, Canada, the US and Japan. Table 13Our Global Golden Rule Base Case Scenarios For The Next 12 Months Chart 10Downgrade 'Defensive' Low-Yield-Beta JGBs To Underweight Our UK upgrade to overweight last week was a change to our strategic call on Gilts. Based on the results from our Global Golden Rule update, increased exposure to UK Gilts should be “funded” in a global bond portfolio by reducing exposure to Japan, with JGBs expected to deliver the weakest returns. Cutting JGB exposure also fits with the signal from our Global Duration Indicator, which is heralding a peak in global bond yield momentum in the latter half of 2022 (Chart 10). JGBs are typically a good “defensive” overweight country allocation in an environment of rising global bond yields. Persistently low Japanese inflation prevents the BoJ from credibly signaling rate hikes when other central banks like the Fed are lifting rates in response to stronger growth or overshooting inflation as is currently the case. The relative performance of Japan versus the Bloomberg Global Treasury benchmark index (in USD-hedged terms) is highly correlated to the year-over-year momentum of the overall level of global bond yields. With our Duration Indicator signaling a peak in yield momentum, we expect JGBs, which continue to exhibit a very low “beta” to changes in global bond yields, to underperform. Thus, this week we are downgrading our strategic allocation to Japan from overweight (4 out of 5) to underweight (2 out of 5). We view this as an offsetting recommendation to our UK upgrade from last week, while leaving our other country allocations unchanged. The result is that our country recommendations now line up with the expected returns from our Global Golden Rule, as can be seen in Table 13. That includes leaving the recommended US Treasury exposure at underweight, as we expect the Fed to deliver the smallest dovish surprise out of the central banks discussed in this report. We are adding both of the view changes made over the past two weeks, upgrading the UK and downgrading Japan, to our model bond portfolio as seen on pages 20-21. Bottom Line: Our Global Golden Rule suggests that developed market government bonds are expected to deliver positive returns over the next year as softening inflation momentum leads central banks to not fully deliver discounted rate hikes. Return expectations look most attractive in Australia, Germany and the UK, especially compared to the US and Japan.     Robert Robis, CFA Chief Fixed Income Strategist rrobis@bcaresearch.com Shakti Sharma Senior Analyst ShaktiS@bcaresearch.com Deborah Acri Research Associate deborah.acri@bcaresearch.com Footnotes 1      Please see BCA Research US Bond Strategy Special Report, "The Golden Rule Of Bond Investing", dated July 24, 2018, available at usbs.bcarearch.com. 2     Please see BCA Research Global Fixed Income Strategy Special Report, "The Global Golden Rule Of Bond Investing", dated September 25, 2018, available at gfis.bcaresearch.com. GFIS Model Bond Portfolio Recommended Positioning     Active Duration Contribution: GFIS Recommended Portfolio Vs. Custom Performance Benchmark The GFIS Recommended Portfolio Vs. The Custom Benchmark Index Global Fixed Income - Strategic Recommendations* Cyclical Recommendations (6-18 Months) Tactical Overlay Trades

Listen to a short summary of this report.       Executive Summary Global Equities Are More Attractively Valued After The Recent Sell-Off We tactically downgraded global equities in late February but see the current level of stock prices as offering enough upside to warrant an overweight. Global equities are now trading at 15.6-times forward earnings, and only 12.6-times outside the US. More importantly, the forces that pushed down stock prices are starting to abate: The war in Ukraine no longer seems likely to devolve into a broader conflict; the number of new Covid cases in China has fallen by half; and global inflation has peaked. The next 18 months of falling inflation and receding recession fears could see stocks recover much of their losses. The “Last Hurrah” for equities is coming. We continue to think that over a 5-year horizon, bond yields will rise from current levels, value stocks will outperform growth stocks, and crypto prices will fall. However, countertrend rallies are likely. To express this view, we recommend taking partial profits on our short 10-year Treasury trade recommendation (up 9.3% from an initial entry yield of 1.45% on June 30, 2021). We are also halving our long global value/growth position (up 20.1% since inception on December 10, 2020) and our short Bitcoin position (up 98% based on our exponential shorting technique). Bottom Line: Global equities are heading towards a “last Hurrah” starting in the second half of this year. Tactically upgrade stocks to overweight.   Feature Dear Client, We published a Special Alert early this afternoon tactically upgrading global equities to overweight. As promised, the enclosed report elaborates on our view change. Best regards, Peter Berezin Restore Tactical Overweight On Global Equities Chart 1Global Equities Are More Attractively Valued After The Recent Sell-Off We tactically downgraded global equities from overweight to neutral on February 28th. The war in Ukraine, the Covid outbreak in China, and most importantly, the rise in bond yields have kept us on the sidelines ever since. At this point, however, the outlook for stocks has brightened, and thus we are restoring our tactical (3-month) overweight to stocks so that it is consistent with our bullish 12-month cyclical view. First, valuations have discounted much of the bad news. After the recent sell-off, global equities are trading at 15.6-times forward earnings (Chart 1). Outside the US, they trade at only 12.6-times forward earnings. Second, the forces that pushed down stock prices are starting to abate. The war in Ukraine is approaching a stalemate, with Russian troops unable to take much of the country, let alone seriously threaten regional neighbours. A European embargo on Russian oil is likely but will be watered down significantly before it is implemented. European officials have shied away from banning Russian natural gas, an action that would have much more severe economic implications. While still very high in absolute terms, December-2022 European natural gas futures are down 36% from their peak on March 7 (Chart 2). The 7-day average of new Covid cases in China has fallen by more than half since late April (Chart 3). Considering that a significant fraction of China’s elderly population is unvaccinated, the authorities will continue to play whack-a-mole with the virus for the next few months (Chart 4). Fortunately, Chinese domestic production of Pfizer’s Paxlovid anti-Covid drug is starting to ramp up, which should allow for some easing in lockdown measures later this year. Chart 2European Natural Gas Futures Have Come Off The Boil Chart 3Covid Cases Are Falling In China… The 20th Chinese National Party Congress is slated for this fall. In the lead-up to the Congress, it is likely that the government will move to diffuse social tensions over its handling of the pandemic by showering the economy with stimulus funds. Of note, the credit impulse has already turned higher, which bodes well for both Chinese growth and growth abroad (Chart 5). Chart 4… But Low Vaccination Rates Among The Elderly Remain A Risk Chart 5A Rebound In China's Credit Impulse Bodes Well For China And The Rest Of The World   Inflation Is Peaking On the inflation front, the data flow has gone from unambiguously bad to neutral (and perhaps even slightly positive). In the US, core goods inflation fell by 0.4% month-over-month in April, the first outright decline in core goods prices since February 2021. The Manheim Used Vehicle Value Index has crested and is now 6.4% below its January peak (Chart 6). Global shipping rates have moved up a bit recently on the back of Chinese port shutdowns but remain well below their highs earlier this year (Chart 7). Chart 6Used Car Prices Appear To Have Peaked Chart 7Global Shipping Rates Are Well Off Their Highs It Is The Composition Of Spending That Is Distorted Despite the often-heard claim that US consumer spending is well above trend, the reality is that spending is more or less in line with its pre-pandemic trend (Chart 8). It is the composition of spending that is out of line: Goods spending is well above trend while services spending is well below. One might think that only the overall level of spending should matter for inflation, and that the composition of spending is irrelevant. However, this ignores the reality that services prices are generally stickier than goods prices. Companies that sold fitness equipment during the pandemic had no qualms about raising prices. In contrast, gyms barely cut prices, figuring that lower membership fees would do little to drive new business through the door (Chart 9). Chart 8Total US Consumer Spending Is Almost Exactly At Its Pre-Pandemic Trend, But The Composition Of Spending Remains Skewed Chart 9Asymmetries Matter: Firms Manufacturing Sports Equipment Jacked Up Prices, But Gyms Barely Cut Prices This asymmetry matters, and it suggests that goods inflation should continue to fall over the coming months as the composition of spending shifts back to services. A Lull In Wage Growth Wages are the most important determinant of services inflation. While it is too early to be certain, the latest data suggest that wage growth has peaked. 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 10). Assuming productivity growth of around 1.5%, this is consistent with inflation of only slightly more than 2%. Nominal wage growth is a function of both labor market slack and expected inflation. Slack should increase modestly during the rest of the year as labor participation recovers. Chart 11 shows that the labor force participation rate is still about 0.9 percentage points below where one would expect it to be, even adjusting for an aging population and increased early retirements. Chart 10Wage Growth Seems To Be Topping Out Chart 11Labor Participation Has Further Scope To Recover Employment has been particularly depressed among lower-wage workers (Chart 12). This should change as more low-wage workers exhaust their savings and are forced to seek employment. According to the Fed, the lowest-paid 20% of workers are the only group to have seen their bank deposits dwindle since mid-2021 (Chart 13). Chart 12More Low-Wage Employees Will Return To Work Chart 13The Savings Of Low-Wage Workers Are Dwindling Inflation expectations should come down as goods inflation recedes and oil prices come off their highs (Chart 14). Bob Ryan, BCA’s Chief Commodity Strategist, sees the price of Brent averaging $86/bbl in the second half of this year, down 16% from current levels.  Central Banks Will Dial Back The Hawkishness With inflation set to fall over the remainder of the year, and financial markets showing increasing signs of stress, the Fed and other central banks will adopt a softer tone. It is worth noting that the median terminal dot for the Fed funds rate actually declined from 2.5% to 2.4% in the March Summary of Economic Projections (Chart 15). Given that markets expect US interest rates to rise to 3.25% in 2023, the Fed may not want investors to further rachet up rate expectations. Chart 14US Inflation Expectations Should Recede If Oil Prices Drop Chart 15Rate Expectations Have Moved Well Above The Fed's Estimate of Neutral   The Bank of England has already veered in a more dovish direction. Its latest forecast, released on May 5, showed real GDP contracting slightly in 2023. Based on market interest rate expectations, the BoE sees headline inflation falling to 1.5% by end-2024, below its target of 2%. Even assuming that interest rates remain at 1%, the BoE believes that inflation will only be slightly above 2% at the end of 2024, implying little need for incremental policy tightening. Not surprisingly, the pound has sold off. We have been tactically short GBP/USD but are using this opportunity to turn tactically neutral. Given favorable valuations, we like the pound over the long run. Chart 16Spending In The Euro Area Is Well Below Its Pre-Pandemic Trend The euro area provides a good example of the dangers of focusing too much on short-term inflation dynamics. Supply-side disruptions stemming from the pandemic and the war in Ukraine have weighed on European growth this year. Yet, those very same factors have also pushed up inflation. Harmonized inflation across the euro area reached 7.5% in April, the highest since the launch of the common currency. The ECB is eager to put some distance between policy rates and the zero bound. However, there is little need for significant tightening. Unlike in the US, spending in the euro area is well below its pre-pandemic trend (Chart 16). If anything, more inflation would be welcome since that would give the ECB scope to bring real rates further into negative territory if economic conditions warrant it. To its credit, the Bank of Japan has stuck with its yield curve control system, even as bond yields have risen elsewhere in the world. Japan’s currency has weakened but given that inflation expectations are too low, and virtually all of its debt is denominated in yen, that is hardly a bad thing. Too Late? Has the surge in bond yields already done enough damage to the global economy to make a recession inevitable? We do not think so. As noted above, much of the recent harm has been caused by various dislocations, namely the war in Ukraine and the ongoing effects of the pandemic. As these dislocations dissipate, inflation will fall and global growth will recover. Despite the hoopla over how the US economy contracted in the first quarter, real private final sales to domestic purchasers (a measure of GDP growth that strips out the effects of changes in government spending, inventories, and net exports) rose by 3.7% at an annualized rate. As Table 1 shows, this measure of economic activity has the highest predictive power for GDP growth one-quarter ahead. Table 1A Good Sign: Real Final Sales To Private Domestic Purchasers Rose By 3.7% In Q1 Meanwhile, and completely overlooked at this point, S&P 500 earnings have come in 7.3% above expectations so far in Q1, with nearly 80% of S&P 500 companies surprising on the upside. Earnings are up 10.4% year-over-year in Q1. Sales are up 13.6%. Looking out to Q4 of 2022, S&P companies are expected to earn $60.93 in EPS, up 4.3% from what analysts expected at the start of the year. It is also worth noting that homebuilder stocks have basically been flat over the past 30 days, even as the S&P 500 has dropped by nearly 10% over this period. Housing is the most interest rate-sensitive sector of the economy. With the homeowner vacancy rate at record low levels, even today’s mortgage rates may not be enough to push the economy into recession (Chart 17). Economic vulnerabilities are greater outside the US. Nevertheless, there is enough pent-up demand on both the consumer and capital spending side to sustain growth. The Last Hurrah How long will the “Goldilocks” period of falling inflation and supply-side driven growth last? Our guess is about 18 months, starting this summer and lasting until the end of 2023. Unfortunately, as is often the case, the benign environment that will emerge in the second half of this year will sow the seeds of its own demise. Real wages are currently falling across the major economies (Chart 18). That has dampened consumer confidence and spending. However, as inflation comes down, real wage growth will turn positive. This will stoke demand, leading to a reacceleration in inflation, most likely in late 2023 or early 2024. Chart 17Tight Supply Makes Housing More Resilient Chart 18Real Wages Are Falling In Most Countries   In the end, central banks will discover that the neutral rate of interest is higher than they thought. That is good news for stocks in the short-to-medium run because it means that forthcoming rate hikes will not induce a recession. Down the road, however, a higher neutral rate means that investors will eventually need to value stocks using a higher discount rate. It also means that the disinflation we envision over the next 18 months will not last. All this puts us in the rather lonely “transitory transitory” camp: We think much of today’s high inflation will prove to be transitory, but the transitory nature of that inflation will itself be transitory. Be that as it may, the next 18 months of falling inflation and receding recession fears could see stocks recover much of their losses. For most investors, that is too long a period to sit on the sidelines. The “Last Hurrah” for equities is coming. Taking Partial Profits On Our Short Treasury, Long Value/Growth, And Short Bitcoin Trades We continue to think that over a 5-year horizon, bond yields will rise from current levels, value stocks will outperform growth stocks, and crypto prices will fall. However, with the “Last Hurrah” approaching, countertrend rallies are likely. To express this view, we recommend taking half profits on our short 10-year Treasury trade recommendation (up 9.3% from an initial entry yield of 1.45% on June 30, 2021). We are also halving our long global value/growth position (up 20.1% since inception on December 10, 2020), and our short Bitcoin position (up 98% based on our exponential shorting technique). Peter Berezin Chief Global Strategist peterb@bcaresearch.com Global Investment Strategy View Matrix Special Trade Recommendations Current MacroQuant Model Scores

Listen to a short summary of this report.         Executive Summary The Number Of Babies Born In China Has Fallen By Close To 30% Since 2019 The number of births collapsed during the pandemic. While the preliminary evidence suggests that fertility rates are starting to recover in most developed economies, they remain well below the level necessary to maintain a stable population. Aging populations are putting strain on pension and health care systems. They are also threatening to undermine geopolitical influence. The conventional wisdom is that there is not much that can be done to lift fertility rates. While it is true that government subsidies to encourage parents to have more children are not especially effective, other policies, such as cheaper child care, are more promising. Rather than discouraging property investment, China is likely to increase housing supply in order to make family formation more affordable. This could boost commodity demand. More contentiously, the use of IVF technologies to select for certain traits such as higher intelligence in children could open up a new front on the geopolitical battlefield that few analysts are expecting. Regardless of government policy, birth rates will eventually rise of their own accord because both cultural and genetic evolution will select for families that wish to have more children. In the long run, faster population growth will lead to stronger corporate sales, which is a plus for equities. Over a shorter-term horizon, however, the global dependency ratio could end up increasing, as the number of retirees rises while the number of children that parents need to support goes up. This could put upward pressure on interest rates and bond yields. Bottom Line: Contrary to popular opinion, global fertility rates may be bottoming and could rise significantly over the long run. While this trend will eventually benefit stocks, it is likely to come at the expense of higher bond yields.    Dear Client, We tactically downgraded global equities from overweight to neutral on February 28th. As we discussed last week in our report entitled “Here Comes Goldilocks,” we see a more fortuitous environment emerging in the second half of the year, which suggests that stocks will likely be higher over a 12-month horizon. This week, we step back from recent market action to focus on a long-term investment theme of great importance: demographic change. Contrary to the conventional wisdom that sees birth rates continuing to fall over the next few decades, we argue that developed economies may be on the cusp of a strong and sustained baby boom.  I will be visiting clients in the San Francisco Bay Area next week. Instead of our regular report, we will be sending you a Special Report written by Irene Tunkel, BCA’s Chief US Equity Strategist. Irene will discuss inflation regimes and their implications for US equities. Best regards, Peter Berezin, Chief Global Strategist Baby Bust At the start of the pandemic, some speculated that with little else to do, couples would spend more time in bed, leading to a mini baby boom. As it turned out, the exact opposite happened: Birth rates plunged around the world. In the US, the number of babies born in January 2021 was about 10% lower than one would have expected based on the pre-pandemic trend. Similar shortfalls were observed in the UK, France, Italy, Spain, and Japan (Chart 1). In China, the number of births fell by almost 30% between 2019 and 2021 to the lowest level since 1949 (Chart 2). Chart 1The Birth Rate Has Recovered Since The Start Of The Pandemic But Remains Below Levels Consistent With A Stable Population Chart 2The Number Of Babies Born In China Has Fallen By Close To 30% Since 2019 While the pandemic continues to restrain fertility in China, the latest data from developed economies suggest births have rebounded. Nevertheless, birth rates remain far below the level necessary to maintain stable populations. A recent study in The Lancet estimated that more than three-quarters of countries would have below-replacement fertility rates by the end of the century. The study estimated that the global population would peak at 9.7 billion in 2064 and decline to 8.8 billion by 2100. Alarm Over Low Birth Rates Low birth rates have become a major cause of concern for policymakers. Aging populations are putting strain on pension and health care systems. The OECD expects the old-age dependency ratio to double from 30% to 60% by 2075 (Chart 3). Pension spending in the OECD is projected to rise by 1.4% of GDP over the next 40 years. Chart 3Conventional Forecasts Expect The Population To Grey Over The Coming Decade Chart 4The UN Projects China's Working-Age Population Will Shrink By 400 Million Over The Remainder Of The Century Health care spending is likely to grow at an even faster pace. In the US, the Congressional Budget Office sees federal government-financed health care spending rising from 5.7% of GDP to 9.4% of GDP by 2050. As has been the case in Japan and Russia, and could be the case in China, a shrinking population threatens to undermine geopolitical influence. The UN estimates that China’s working-age population will decline from about 1 billion to less than 600 million by the end of the century. By 2100, Nigeria’s working-age population is projected to approach China’s (Chart 4). It is difficult to be an economic and military superpower if you do not have enough workers and soldiers.   Pro-Natal Subsidies: Little Bang for the Buck Governments are responding by adopting increasingly aggressive pro-natal policies. According to the UN, more than 50 countries have officially declared their intention to increase fertility rates (Chart 5). Chart 5Governments Are Actively Trying To Raise Fertility Rates Chart 6Fertility Rates Keep Dropping In OECD Countries Amid Rising Government Incentives Various European countries, ranging from Estonia, Germany, Greece, Finland, France, Italy, and Lithuania to the UK offer varying bonus payments to new parents. Japan and Singapore both have baby bonus schemes. South Korea, which has the lowest fertility rate in the world, recently increased the reward it pays to mothers from US$500 to US$1,700. The most significant pro-natal shift has come from China. After having officially abandoned its one-child policy in 2016, China announced last year that it will allow couples to have up to three children. We expect China to introduce generous subsidies to encourage childbirth over the next few years. Will such policies arrest the decline in birth rates? There are certainly reasons to be skeptical. Chart 6 shows that spending on family benefits in OECD economies rose from 1.5% to 2.1% of GDP over the past 40 years. Yet, the fertility rate fell from 2.25 to 1.66 over this period. Can Anything Turn the Tide? A number of structural forces have contributed to lower fertility rates. These include increased female labor market participation, readily available birth control, falling child mortality, and rising housing and educational costs. The availability of government-provided income support and health care has also arguably reduced the historic role that children have played in supporting their parents in old age. The conventional wisdom is that these forces will only strengthen in the future, ensuring that fertility rates keep dropping. I am not so sure. Are Children Inferior, Normal, or Veblen goods? While it is rather awkward to think of the decision to have children in economic terms, there is some logic to this approach. Economists tend to distinguish between substitution and income effects. The substitution effect for children is negative: As wages rise, the opportunity cost of having children goes up. In contrast, a number of studies have documented that the income effect is positive: Give a couple an extra $1 million, no strings attached, and that could push them over the line in deciding to have an additional child (in economic parlance, children are “normal” rather than “inferior”). Economists have long known that labor supply curves tend to be “backward bending” (Charts 7A & B). The classic example is that of leisure. As wages initially rise from low levels, people may seek to work more (and hence, consume less leisure). Eventually, however, if wages rise enough, people will cut back on work in order to enjoy the fruits of their labor. Chart 7ABackward-Bending Demand Curves May Also Apply To Children Chart 7BLower Child-Rearing Costs Would Improve The Demographic Problem The same sort of backward-bending demand curve may apply to children. As wages rise above a certain threshold, parents may decide that they can afford to have more children. Chart 8 shows that the correlation between per capita income and realized fertility has turned positive in developed economies. Chart 8Correlation Between Incomes And Realized Fertility Has Turned Positive In Developed Countries Looking out, it is possible that children will become “Veblen” goods, named after nineteenth-century economist Thorstein Veblen, who coined the term “conspicuous consumption.” With many luxury goods now available to the masses, what better way to signal that one has made it to the top than to have five kids in Manhattan or Beverly Hills? How Expensive Are Children, Really? Across most developed economies, women tend to end up having fewer children than they would like (Chart 9). While difficulty in finding a suitable spouse is sometimes cited as a reason, the financial hardship associated with parenting usually ranks higher. Chart 9Most Women Are Having Fewer Children Than They Desire Chart 10Depression Rates Among Children And Teenagers Have Been Increasing Over The Past Decade According to one recent estimate, it costs nearly $300,000, excluding college tuition, to raise a child in the US. This number, however, is conditional on what society currently deems appropriate for rearing children. If the incremental cost of a child were to decline, the slope of the budget constraint in Chart 7B would become flatter, implying that both the income and substitution effects would reinforce each other in the direction of having more children. Could society eventually conclude that the cost of having a child is not as large as widely perceived? The idea is not as far-fetched as it sounds. Having turned 50 this week, I find it interesting to look back at how much cultural norms towards kids have changed over the past few decades. Growing up in Hamilton Ontario, I remember taking the public bus alone at the age of 10 to school, the pool, or anywhere else I wanted to go. Are kids even allowed to leave the house unattended anymore? As Derek Thompson points out in a recent article in The Atlantic, American parents have nearly doubled the amount of time spent raising their kids. And what has the advent of helicopter parenting achieved? It is difficult to point to any concrete benefits. Depression rates among children and teenagers have soared (Chart 10). While the proliferation of social media has exacerbated childhood angst, the tendency for parents to try to shield their children from hardship and failure has probably only made things worse. Does Schooling Matter Much? Sticking with the issue of schooling, to what extent does the modern parental preoccupation with education actually benefit children? Probably a lot less than parents realize. IQ is highly correlated with educational achievement and many other favorable life outcomes (Chart 11). IQ scores are by far the best predictors of job performance, much better than fashionable concepts such as “emotional intelligence” (Chart 12). Chart 11IQ Tests Don’t Just Measure How Well You Can Do On An IQ Test Chart 12Cognitive Ability Matters A Lot For Job Performance In healthy, well-nourished populations, genetics explains about 50% of IQ variation at age ten and 80% in adulthood (Chart 13). In fact, IQ is almost as heritable as height (Chart 14). Chart 13The Heritability Of IQ Reaches 80% By Adulthood Chart 14IQ Is Almost As Heritable As Height When a child suffers from economic or social deprivation, improvements to their environment can have a large positive impact on their cognitive performance. However, beyond a certain environmental threshold, there is not much that parents can do. A recent study concluded that “there is only a marginal and inconsistent influence of parenting on offspring IQ in adolescence and young adulthood.” Table 1A Poisoned Chalice? Genetic Screening Can Raise IQ Even musical training, which parents often spend a fortune on, does not appear to generate any knock-on benefits for math or language skills. As much as I hate to say it, the evidence suggests that the most reliable way to enhance a child’s educational prospects is to endow them with high IQ genes. I will not speak to the questionable ethics of doing so, but as I discussed in my report on the rise and fall of human intelligence a few years ago, the technology is coming. Carl Shulman and Nick Bostrom estimate that genetic screening could boost average IQs by up to 65 points in five generations (Table 1).   The Stork Wars The ability to engineer high-IQ children through IVF technologies could open up a front on the geopolitical battlefield that few analysts are expecting. Such a battlefield for geopolitical supremacy will take place at a time when China and Russia, on the one side, and much of the West, on the other side, are moving in polar opposite directions on a variety of cultural issues. The empirical evidence suggests that there is a U-shaped relationship between gender equality and fertility rates. Both patriarchal societies, such as those in parts of the Middle East, and egalitarian societies, such as those in Scandinavia, have been able to maintain relatively high fertility levels. Between these two extremes, fertility rates are typically well below replacement. Whereas most Western nationals have sought to promote gender equality in recent years, China and Russia have shifted in a more traditionalist direction. Last April, China’s government shut down a number of feminist social media groups. This followed a statement by China's Education Ministry that the government would seek to “cultivate masculinity.” Boys were becoming “delicate, timid and effeminate,” a key government advisor declared. Ironically, both the traditionalist and egalitarian approaches could lift fertility rates, but at the cost of an ever-wider cleavage in the global culture wars. The Long-Term Outlook for Fertility Rates: Up, Up, and Away? In a world of abundant material resources, a steady or declining population is not an evolutionary stable equilibrium. As long as there are some selection pressures towards having more offspring, in the absence of offsetting forces, evolution will push up fertility rates.  In the pre-industrial era, parents with many children often struggled to keep enough food on the table. The correlation between parent and child fertility was close to zero, meaning that children who came from big families did not have more surviving offspring than children from small families. After the Industrial Revolution, the correlation turned positive, and by most indications, has been rising over the past few decades. Were it not for the positive correlation between parent and child fertility, global population levels would be even lower today. How high could birth rates climb if the cultural forces, which have suppressed fertility over the past century, abate? The natural tendency is to think that evolution works too slowly to matter. However, this represents a misreading of the evidence. When there are evolutionary disequilibria – that is, when the environment changes in ways that renders existing reproductivity strategies suboptimal – natural selection can work surprisingly fast. Contrary to the widespread notion that human evolution stopped before the Agricultural Revolution, a recent study in Nature found that 88% of physiological traits have undergone polygenic change during the past 2,000 to 3,000 years. Using plausible estimates of intergenerational fertility correlations, Jason Collins and Lionel Page calibrate a model of global population growth. In contrast to more conventional demographic models, they conclude that global population growth, rather than turning negative later this century, will accelerate. In their baseline model without any heritability effects, the global total fertility rate falls to 1.82 by the end of the century. Once heritability effects are included, the projected total fertility rate rises to 2.21 (Chart 15). The largest effects are for Europe and North America, the first two regions to undertake a demographic transition to (temporarily) low birth rates. The authors see the European median total fertility rate rising to 2.46 by the end of the century, with the North American rate increasing to 2.67. Chart 15Natural Selection Could End Up Boosting Fertility Rates Over The Long Run Notably, the support ratio – the ratio of workers-to-consumers – continues to fall in their model over the remainder of the century. They conclude: “Once the increase in number of children is taken into consideration, the higher number of children in the heritability model merely shifts the nature of the burden rather than ameliorating it.” Investment Conclusions The world is at a demographic inflection point. After rising steadily for four decades, the global support ratio has peaked (Chart 16). Baby boomers are beginning to leave the labor market en masse. While they were working, they accumulated a lot of assets. In the US, baby boomers hold more than half of all household wealth (Chart 17). Chart 16Less Workers And More Consumers Over The Next Decades Chart 17Baby Boomers Hold More Than Half Of Wealth In The US Going forward, rather than working and saving, baby boomers will spend down their wealth. The global pool of savings will shrink, putting upward pressure on equilibrium real interest rates and bond yields. Faced with the prospect of shrinking work forces, strained social security systems, and declining geopolitical influence, countries with low or negative population growth will offer increasingly generous subsidies to encourage couples to have more children. The resulting bigger budget deficits will further drain national savings. In and of themselves, government subsides are unlikely to significantly boost birth rates. More holistic policies will be needed, including steps to reduce the cost of child care and housing. Rather than discouraging property investment, China is likely to increase housing supply in order to make family formation more affordable. This could help support commodity demand.  Governments will try to influence the social and cultural narrative on family matters.In some cases, the impact could be quite innocuous, such as China’s decision to ban for-profit tutoring companies in order to ease pressure on students and parents. In other cases, the impact could be very contentious, leading to an escalation in the so-called culture wars. Regardless of the policy measures that governments adopt, birth rates will eventually rise of their own accord because both cultural and genetic evolution will select for families that wish to have more children. In the long run, faster population growth will lead to stronger corporate sales, which is a plus for equities. Over a shorter-term horizon, however, the global dependency ratio could end up increasing, as the number of retirees rises while the number of children that parents need to support goes up. On balance, therefore, we see demographic trends as being somewhat negative for stocks over the next one-or-two decades. Peter Berezin Chief Global Strategist peterb@bcaresearch.com Follow me on  LinkedIn Twitter View Matrix Special Trade Recommendations Current MacroQuant Model Scores

Listen to a short summary of this report.         Executive Summary Small Caps Are Looking Attractive Relative To Their Large Cap Peers Adverse supply shocks have pushed down global growth this year, while pushing up inflation. With the war raging in Ukraine and China trying to contain a major Covid outbreak, these supply shocks are likely to persist for the next few months. Things should improve in the second half of the year. Inflation will come down rapidly, probably even more than what markets are discounting. Global growth will reaccelerate as pandemic headwinds abate. The return of Goldilocks will allow the Fed and other central banks to temper their hawkish rhetoric, helping to support equity prices while restraining bond yields. Unfortunately, this benign environment will sow the seeds of its own demise. Falling inflation during the remainder of the year will lift real incomes, leading to increased consumer spending. Inflation will pick up towards the end of 2023, forcing central banks to turn hawkish again. Trade Inception Level Initiation Date Stop Loss Long iShares Core S&P Small Cap ETF (IJR) / SPDR S&P 500 ETF (SPY) 100 Apr 21/2022 -5% Trade Recommendation: Go long US small caps vs. large caps via the iShares Core S&P Small-Cap ETF (IJR) and the SPDR S&P 500 ETF (SPY). Bottom Line: Global equities are heading towards a “last hurrah” starting in the second half of this year. Stay overweight stocks on a 12-month horizon. Push or Pull? Economists like to distinguish between “demand-pull” and “cost-push” inflation. The former occurs in response to positive demand shocks while the latter reflects negative supply shocks. In order to tell one from the other, it is useful to look at real wages. When real wages are rising briskly, households tend to spend more, leading to demand-pull inflation. In contrast, when wages fail to keep up with rising prices, it is a good bet that we have cost-push inflation on our hands. Chart 1 shows that real wages have been falling across the major economies over the past year. The decline in real wages has coincided with a steep drop in consumer confidence (Chart 2). This points to cost-push forces as the main culprits behind today’s high inflation rates. Chart 1Real Wages Are Declining Chart 2Consumer Confidence Has Soured A close look at the breakdown of recent inflation figures supports this conclusion. The US headline CPI rose by 8.5% year-over-year in March. The bulk of the inflation occurred in supply-constrained categories such as food, energy, and vehicles (Chart 3). Chart 3The Acceleration In Inflation Has Been Driven By Pandemic And War-Impacted Categories The Toilet Paper Economy When the pandemic began, shoppers rushed out to buy essential household supplies including, most famously, toilet paper. Chart 4In A Break From The Past, Goods Prices Soared During The Pandemic The toilet paper used in offices is somewhat different than the sort used at home. So, to some extent, work-from-home (and do other stuff-at-home) arrangements did boost the demand for consumer-grade toilet paper. However, a much more important factor was household psychology. People scrambled to buy toilet paper because others were doing the same. As often occurs in prisoner-dilemma games, society moved from one Nash equilibrium – where everyone was content with the amount of toilet paper they had – to another equilibrium where they wanted to hold much more paper than they previously did. What has gone largely unnoticed is that the toilet paper fiasco was replicated across much of the global supply chain. Worried that they would not have enough intermediate goods on hand to maintain operations, firms began to hoard inputs. Retailers, anxious at the prospect of barren shelves, put in bigger purchase orders than they normally would have. All this happened at a time when demand was shifting from services to goods, and the pandemic was disrupting normal goods production. No wonder the prices of goods – especially durable goods — jumped (Chart 4).   Peak Inflation? The war in Ukraine could continue to generate supply disruptions over the coming months. The Covid outbreak in China could also play havoc with the global supply chain. While the number of Chinese Covid cases has dipped in recent days, Chart 5 highlights that 27 out of 31 mainland Chinese provinces are still reporting new cases, up from 14 provinces in the beginning of February. The number of ships stuck outside of Shanghai has soared (Chart 6). Chart 527 Out Of 31 Chinese Provinces Are Reporting New Cases, Up From 14 Provinces In The Beginning Of February Chart 6The Clogged-Up Port Of Shanghai Chart 7Inflation Will Decelerate This Year Thanks To Base Effects Nevertheless, the peak in inflation has probably been reached in the US. For one thing, base effects will push down year-over-year inflation (Chart 7). Monthly core CPI growth rates were 0.86% in April, 0.75% in May, and 0.80% in June of 2021. These exceptionally high prints will fall out of the 12-month average during the next few months. More importantly, goods inflation will abate as spending shifts back toward services. Chart 8 shows that spending on goods remains well above the pre-pandemic trend in the US, while spending on services remains well below. Excluding autos, US retail inventories are about 5% above their pre-pandemic trend (Chart 9). Core goods prices fell in March for the first time since February 2021. Fewer pandemic-related disruptions, and hopefully a stabilization in the situation in Ukraine, could set the stage for sharply lower inflation and a revival in global growth in the second half of this year. How long will this Goldilocks environment last? Our guess is that it will endure until the second half of next year, but probably not much beyond then. As inflation comes down over the coming months, real income growth will rise. What began as cost-push inflation will morph into demand-pull inflation by the end of 2023. The Fed will need to resume hiking at that point, potentially bringing rates to over 4% in 2024. Chart 8Spending On Services Remains Well Below The Pre-Pandemic Trend, While Spending On Goods Is Above It Chart 9Shelves Are Well Stocked In The US Investment Implications Wayne Gretzky famously said that he always tries to skate to where the puck is going to be, not where it has been. Macro investors should follow the same strategy: Ask what the global economy will look like in six months and invest accordingly. The past few months have been tough for the global economy and financial markets. Last week, bullish sentiment fell to the lowest level in 30 years in the American Association of Individual Investors poll (Chart 10). Global growth optimism dropped in April to a record low in the BofA Merrill Lynch Fund Manager Survey.    Chart 10AAII Survey: Equity Bulls Are In Short Supply Chart 11The Equity Risk Premium Remains Elevated Yet, a Goldilocks environment of falling inflation and supply-side led growth awaits in the second half of the year. Even if this environment does not last beyond the end of 2023, it could provide a “last hurrah” for global equities. Despite the spike in bond yields, the earnings yield on stocks still exceeds the real bond yield by 5.4 percentage points in the US, and by 7.8 points outside the US (Chart 11). TINA’s siren song may have faded but it is far from silent. Global equities have about 10%-to-15% upside from current levels over a 12-month horizon. We recommend that investors increase allocations to non-US stock markets, value stocks, and small caps over the coming months (see trade recommendation below). Consistent with our view that the neutral rate of interest is higher than widely believed in the US and elsewhere, we expect the 10-year Treasury yield to eventually rise to around 4% in 2024. However, with US inflation likely to trend lower in the second half of this year, we do not expect much upside for yields over a 12-month horizon. If anything, the fact that bond sentiment in the latest BofA Merrill Lynch survey was the most bearish in 20 years suggests that the near-term risk to yields is to the downside.  Trade Idea: Go Long US Small Caps Versus Large Caps Small caps have struggled of late. Over the past 12 months, the S&P 600 small cap index has declined 3%, even as the S&P has managed to claw out a 5% gain. At this point, small caps are starting to look relatively cheap (Chart 12). The S&P 600 is trading at 14-times forward earnings compared to 19-times for the S&P 500. Notably, analysts expect small cap earnings to rise more over the next 12 months, as well as over the long term, than for large caps. Chart 12Small Caps Are Looking Attractive Relative To Their Large Cap Peers Chart 13Small Caps Tend To Outperform When Growth Is Picking Up And The Dollar Is Depreciating Small caps tend to perform best in settings where growth is accelerating and the US dollar is weakening (Chart 13). Economic growth should benefit from a supply-side boost later this year as pandemic headwinds fade and more low-skilled workers rejoin the labor market. With inflation set to decline, the need for the Fed to generate hawkish surprises will temporarily subside, putting downward pressure on the dollar. Investors should consider going long the S&P 600 via the iShares Core S&P Small-Cap ETF (IJR) versus the S&P 500 via the SPDR S&P 500 ETF (SPY). Peter Berezin Chief Global Strategist peterb@bcaresearch.com Follow me on  LinkedIn Twitter   Global Investment Strategy View Matrix Special Trade Recommendations Current MacroQuant Model Scores