Inflation

Dear Client, There will be no report next week as we will be working on our Quarterly Strategy Outlook, which will be published the following week. In the meantime, please keep an eye out for BCA Research’s Annual Outlook, featuring long-time BCA client Mr. X, who visits towards the end of each year to discuss the economic and financial market outlook for the year ahead. Best regards, Peter Berezin Chief Global Strategist Highlights Inflation in the US, and to a lesser extent, in other major economies, will follow a “two steps up, one step down” trajectory of higher highs and higher lows.  While inflation will fall in the first half of next year as goods prices stabilize, an overheated labor market will cause inflation to re-accelerate into 2023. The Fed will be slow to respond to high inflation, implying that monetary policy will remain accommodative next year. This should help propel stocks to new highs. Chinese stimulus will offset much of the drag from a weaker domestic property market. The dollar is a high momentum currency, so we wouldn’t bet against the greenback in the near term. Nevertheless, with “long dollar” now a consensus trade, we would position for a weaker dollar over a 12-month horizon. A depreciating dollar next year should help non-US equities, especially beleaguered emerging market stocks. The dollar will strengthen anew in 2023, as the Fed is forced to turn more hawkish, and global equities begin to buckle. From Ice To Fire In past reports, we have contended that inflation in the US, and to a lesser extent, in other major economies, would follow a “two steps up, one step down” trajectory of higher highs and higher lows.  We are currently near the top of those two steps. The pandemic ushered in a major re-allocation of spending from services to goods (Chart 1). US inflation should dip over the next 6-to-9 months as the demand for goods decelerates and supply-chain disruptions abate. Chart 1The Pandemic Caused A Major Shift In Spending From Services To Goods The Pandemic Caused A Major Shift In Spending From Services To Goods The Pandemic Caused A Major Shift In Spending From Services To Goods CHart 2Those With Low Paid Jobs Are Enjoying Stronger Wage Gains Those With Low Paid Jobs Are Enjoying Stronger Wage Gains Those With Low Paid Jobs Are Enjoying Stronger Wage Gains The respite from inflation will not last long, however. The labor market is heating up. So far, most of the wage growth has been at the bottom end of the income distribution (Chart 2). Wage growth will broaden over the course of 2022, setting the scene for a price-wage spiral in 2023. We doubt that either fiscal or monetary policy will tighten fast enough to prevent such a spiral from emerging. As a result, US inflation will surprise meaningfully on the upside. Our view has no shortage of detractors. In this week’s report, we address the main counterarguments in a Q&A format:   Q: What makes you think that service spending will rebound fast enough to offset the drag from weaker goods consumption? Chart 3Inventory Restocking Could Be A Source Of Growth Next Year Inventory Restocking Could Be A Source Of Growth Next Year Inventory Restocking Could Be A Source Of Growth Next Year A: There is still a lot of pent-up demand for goods. Try calling any auto dealership. You will hear the same thing: “We have nothing in stock now, but if you put in an order today, you might get a vehicle in 3-to-6 months.” Thus, durable goods sales are unlikely to weaken quickly. And with inventories near record low levels, firms will need to produce more than they sell (Chart 3). Inventory restocking will support GDP growth. As for services, real spending in the US grew by 7.9% in the third quarter, an impressive feat considering that this coincided with the Delta-variant wave. Service growth will stay strong in the fourth quarter. The ISM non-manufacturing index jumped to a record high of 66.7 in October, up from 61.9 in September. The Atlanta Fed’s GDPNow model is tracking real PCE growth of 9.2% in Q4. Goldman’s Current Activity Indicator has hooked up (Chart 4). Chart 4 Q: Aren’t you worried that spending on services might stall next year? A: Not really. Chart 5 shows the percentage change in real spending for various types of services from January 2020 to September 2021, the last month of available data. Chart 5 Chart 6 The greatest decline in spending occurred in those sectors that were most directly affected by the pandemic. Notably, spending on movie theaters, amusement parks, and live entertainment in September was still down 46% on a seasonally-adjusted basis compared to last January. Hotel spending was down 22%. Spending on public transport was down 26%. Only spending on restaurants was back to normal. The number of Covid cases has once again started to trend higher in the US, so that path to normalization will take time (Chart 6). Nevertheless, with vaccination rates still edging up and new antiviral drugs set to hit the market, it is reasonable to assume that many of the hardest-hit service categories will recover next year.   Q: What about medical services? Some have speculated that the shift to telemedicine will require much lower spending down the road. A: It is true that spending on outpatient services in September was $43 billon below pre-pandemic levels. However, over two-fifths of that shortfall was in dental services, which are not amenable to telemedicine. Spending on dental services was down 16% from its January 2020 levels, compared to 6% for physician services. A more plausible theory is that many people are still worried about venturing to the doctor’s or dentist’s office. In addition, a lot of elective procedures were canceled or postponed due to the pandemic. Clearing that backlog will lift medical spending next year. Chart 7The Flow Of Savings Has Fallen Back To Pre-Pandemic Levels But The Stock Of Accumulated Savings Remains High The Flow Of Savings Has Fallen Back To Pre-Pandemic Levels But The Stock Of Accumulated Savings Remains High The Flow Of Savings Has Fallen Back To Pre-Pandemic Levels But The Stock Of Accumulated Savings Remains High In any case, the cost of a telemedicine appointment is typically no different from an in-person one. And, to the extent that telemedicine does become more widespread, this could encourage more people to seek medical assistance. Lastly, even if spending on certain services does not fully recover after the pandemic, this will probably simply result in a permanent increase in spending on goods. The only way that overall consumer spending will falter is if the savings rate rises, which seems unlikely to us. Q: Why do you say that? The savings rate has been very high throughout the pandemic. A: The savings rate did spike during the pandemic, but that was mainly because fewer services were available, and because households were getting transfer payments from the government. Now that these payments have ended, the savings rate has dropped to 7.5%, roughly where it was prior to the pandemic. There is good reason to think the savings rate will keep falling next year. Households are sitting on $2.3 trillion in excess savings, most of which reside in bank deposits (Chart 7). As they run down those savings, consumption will rise in relation to income. The household deleveraging cycle is over. After initially plunging during the pandemic, credit card balances are rising (Chart 8). Banks are eager to make consumer loans (Chart 9). Household net worth has risen by over 100% of GDP since the start of the pandemic (Chart 10). As we discussed three weeks ago, the wealth effect alone could boost annual consumer spending by up to 4% of GDP. Chart 8APost-GFC Deleveraging Has Ended And People Are Swiping Credit Cards Again Following The Pandemic Scare Post-GFC Deleveraging Has Ended And People Are Swiping Credit Cards Again Following The Pandemic Scare Post-GFC Deleveraging Has Ended And People Are Swiping Credit Cards Again Following The Pandemic Scare Chart 8BPost-GFC Deleveraging Has Ended And People Are Swiping Credit Cards Again Following The Pandemic Scare Post-GFC Deleveraging Has Ended And People Are Swiping Credit Cards Again Following The Pandemic Scare Post-GFC Deleveraging Has Ended And People Are Swiping Credit Cards Again Following The Pandemic Scare   Chart 9Banks Are Easing Credit Standards For Consumer Loans Banks Are Easing Credit Standards For Consumer Loans Banks Are Easing Credit Standards For Consumer Loans Chart 10A Record Rise In Household Net Worth A Record Rise In Household Net Worth A Record Rise In Household Net Worth   Q: Household wealth could fall as the Fed starts tapering and eventually raising rates. Wouldn’t that cool the economy? A: The taper is a fait accompli, and markets are already pricing in rate hikes starting in the second half of next year. If the Fed were to signal its intention to raise rates more quickly than what has been priced in, then home prices and stocks could certainly weaken. We do not think the Fed will pivot in a more hawkish direction before the end of next year, however. The Fed’s estimate of the neutral rate is only 2.5%, a big step down from its estimate of 4.25% in 2012. The market’s view is broadly in line with the Fed’s (Chart 11).  Despite the upward move in realized inflation, long-term inflation expectations remain in check – expected inflation 5-to-10 years out in the University of Michigan survey has increased from 2.3% in late 2019 to 2.9%, bringing it back to where it was between 2010 and 2015. The 5-year/ 5-year forward TIPS breakeven inflation rate is near the bottom end of the Fed’s comfort zone (Chart 12). Chart 11The Fed And Investors Still Believe In Secular Stagnation The Fed And Investors Still Believe In Secular Stagnation The Fed And Investors Still Believe In Secular Stagnation Chart 12Long-Term Inflation Expectations Are Not Yet A Concern For The Fed Long-Term Inflation Expectations Are Not Yet A Concern For The Fed Long-Term Inflation Expectations Are Not Yet A Concern For The Fed   Q: What about fiscal policy? Isn’t it set to tighten sharply next year? A: The US budget deficit will decline next year. However, this will happen against the backdrop of strong private demand growth. Moreover, budget deficits are likely to remain elevated in the post-pandemic period. This week, President Biden signed a $1.2 trillion infrastructure bill into law, containing $550 billion in new spending. BCA’s geopolitical strategists expect Congress to pass a $1.5-to-$2 trillion social spending bill using the reconciliation process. All in all, the IMF foresees the US cyclically-adjusted primary budget deficit averaging 4.9% of GDP between 2022 and 2026, compared to 2.0% of GDP between 2014 and 2019 (Chart 13). Chart 13 Chart 14While Overall Consumption Has Recovered, Business Spending and Direct Government Expenditures Remain Below Trend While Overall Consumption Has Recovered, Business Spending and Direct Government Expenditures Remain Below Trend While Overall Consumption Has Recovered, Business Spending and Direct Government Expenditures Remain Below Trend   It should also be noted that government spending on goods and services has been quite weak over the past two years (Chart 14). The budget deficit surged because transfer payments exploded. Unlike direct government spending, which is set to accelerate over the next few years, households saved a large share of transfer payments. Thus, the fiscal multiplier will increase next year, even as the budget deficit shrinks.   Q: We have focused a lot on demand, but what about supply? There are over 4 million fewer Americans employed today than before the pandemic and yet the job openings rate is near a record high. Chart 15Despite A Notable Decline, There Are Still A Lot Of People Avoiding Work Because Of Worries About Contracting Or Transmitting Covid Despite A Notable Decline, There Are Still A Lot Of People Avoiding Work Because Of Worries About Contracting Or Transmitting Covid Despite A Notable Decline, There Are Still A Lot Of People Avoiding Work Because Of Worries About Contracting Or Transmitting Covid A: Some people who left the workforce will regain employment. According to the Census Bureau’s Household Pulse Survey, there are still 2.5 million people not working because they are afraid of catching or transmitting the virus (Chart 15). That said, some workers may remain sidelined for a while longer. The very same survey also revealed that about 8 million of the 100 million workers currently subject to vaccine mandates say that “they will definitely not get the vaccine.” In addition, about 3.6 million workers have retired since the start of the pandemic, about 1.2 million more than one would have expected based on pre-existing demographic trends. Most of these retirees will not work again. Lifestyle choices may keep others from seeking employment. Female labor participation has declined much more during the pandemic and than it did during the Great Recession (Chart 16). While many mothers will re-enter the labor force now that schools have reopened, some may simply choose to stay at home. Chart 16 The bottom line is that the pandemic has reduced labor supply at a time when labor demand remains very strong. This is likely to exacerbate the labor shortage.   Q: Any chance that higher productivity will offset some of the damage to the supply side of the economy from decreased labor participation? A: US labor productivity did increase sharply during the initial stages of the pandemic. However, that appears to have been largely driven by composition effects in which low-skilled, poorly-paid service workers lost their jobs. As these low-skilled workers have returned to the labor force, productivity growth has dropped. The absolute level of productivity declined by 5.0% at an annualized rate in the third quarter, leading to an 8.3% increase in labor costs. It is telling that productivity growth has been extremely weak outside the US (Chart 17). This gives weight to the view that the pandemic-induced changes in business practices have not contributed to higher productivity, at least so far. It is also noteworthy that a recent study of 10,000 skilled professionals at a major IT company revealed that work-from-home policies decreased productivity by 8%-to-19%, mainly because people ended up working longer. Increased investment spending should eventually boost productivity. Core capital goods orders, which lead corporate capex, are up 18% since the start of the pandemic (Chart 18). However, the near-term impact of increased investment spending will be to boost aggregate demand, stoking inflation in the process. Chart 17 Chart 18US Capex Should Pick Up US Capex Should Pick Up US Capex Should Pick Up   Q: We have spoken a lot about the US, but the world’s second biggest economy, China, is facing a massive deflationary shock from the implosion of its real estate market. Could that deflationary impulse potentially cancel out the inflationary impulse from an overheated US economy? A: You are quite correct that inflation has risen the most in the US. While inflation has picked up in Europe, this mainly reflects base effects (Chart 19). Inflation in China has fallen since the start of the pandemic despite booming exports. There are striking demographic parallels between China today and Japan in the early 1990s. The bursting of Japan’s property bubble corresponded with a peak in the country’s working-age population (Chart 20). China’s working-age population has also peaked and is set to decline by more than 40% over the remainder of the century. Chart 19The US Stands Out As The Inflation Leader The US Stands Out As The Inflation Leader The US Stands Out As The Inflation Leader Chart 20Demographic Parallels Between China And Japan Demographic Parallels Between China And Japan Demographic Parallels Between China And Japan That said, there are important differences between the two nations. In 1990, Japan was a rich economy; output-per-hour was nearly 70% of US levels. China is still a middle-income economy; output-per-hour is only 20% of US levels (Chart 21). China has the ability to outgrow some of its problems in a way that Japan did not. In addition, Chinese policymakers have learned from some of Japan’s mistakes. They have been trying to curb the economy’s dependence on property development; real estate development investment has fallen from 12% of GDP in 2014 to less than 10% of GDP (Chart 22). China is still building too many new homes, but unlike Japan in the 1990s, the government is likely to pursue stimulus measures to compensate for a shrinking property sector. This should keep the economy from entering a deflationary slump. Chart 21 Chart 22Real Estate Investment Has Peaked In China Real Estate Investment Has Peaked In China Real Estate Investment Has Peaked In China   Q: Let’s bring this back to markets. What is the main investment takeaway from your view? A: The main takeaway is that investors should remain bullish on stocks and other risk assets for the next 12 months but be prepared to turn more cautious in 2023. The neutral rate of interest in the US is higher than generally assumed. This means that monetary policy is currently more accommodative than widely believed, which is good for stocks. Unfortunately, it also means that a policy error is likely: The Fed will keep rates too low for too long, causing the economy to overheat. Chart 23Bank Stocks Tend To Outperform When Yields Rise Bank Stocks Tend To Outperform When Yields Rise Bank Stocks Tend To Outperform When Yields Rise This overheating will not be evident over the next six months. As we noted at the outset of this report, the US economy is currently at the top of the proverbial two steps in our projected “two steps up, one step down” trajectory for inflation. The cresting in durable goods inflation will provide a temporary respite from inflationary worries, even as the underlying long-term driver of higher inflation – an increasingly tight labor market – gains traction. Strong consumer demand and persistent labor shortages will incentivize companies to invest in new capacity and automate production. This will benefit industrial stocks and select tech names. Rising bond yields will also boost bank shares (Chart 23). A country’s current account balance is simply the difference between what it saves and what it invests. With savings on the downswing and investment on the upswing, the US will find it increasingly difficult to finance its burgeoning trade deficit. The US dollar is a high momentum currency, so we wouldn’t necessarily bet against the greenback in the near term (Chart 24). Nevertheless, with “long dollar” now a consensus trade, we would position for a weaker dollar over a 12-month horizon (Chart 25). Chart 24 Chart 25Long Dollar Is A Crowded Trade Long Dollar Is A Crowded Trade Long Dollar Is A Crowded Trade   Chart 26A Depreciating Dollar Next Year Should Help Non-US Equities A Depreciating Dollar Next Year Should Help Non-US Equities A Depreciating Dollar Next Year Should Help Non-US Equities A depreciating dollar next year should help non-US equities, especially beleaguered emerging markets (Chart 26). The dollar will strengthen anew in 2023, as the Fed is forced to turn more hawkish, and global equities begin to buckle.   Peter Berezin Chief Global Strategist pberezin@bcaresearch.com Global Investment Strategy View Matrix Image Special Trade Recommendations Image Current MacroQuant Model Scores Image

Highlights There is a high risk of a global demand shortfall in 2022. This is because consumer demand for services will remain well below its pre-pandemic trend… …while the recent booming demand for goods is crashing back to earth. Stay overweight 30-year T-bonds. In the equity market, underweight the ‘reflation’ sectors: specifically, underweight banks and basic resources. Stay overweight animal care. Overweight the interactive entertainment sector (look out for a Special Report on this sector coming out very soon). Fractal analysis: Overweight gas distribution. Feature Chart of the WeekSpending On Services In The US Is Still Far Below The Pre-Pandemic Trend. Will It Catch Up In 2022? Spending On Services In The US Is Still Far Below The Pre-Pandemic Trend. Will It Catch Up In 2022? Spending On Services In The US Is Still Far Below The Pre-Pandemic Trend. Will It Catch Up In 2022? With inflation surging, you would be forgiven for thinking that global demand is red-hot. Sadly, global demand is not red-hot. Two years after the pandemic began, the lynchpin of demand – consumer spending on services – remains far below its pre-pandemic trend. For example, US consumer spending on services is around $420 billion, or 5 percent, below where it should be (Chart I-1). A similar story holds true in the UK and France (Chart I-2 and Chart I-3). Chart I-2Spending On Services Is Still Far Below The Pre-Pandemic Trend In The UK... Spending On Services Is Still Far Below The Pre-Pandemic Trend In The UK... Spending On Services Is Still Far Below The Pre-Pandemic Trend In The UK... Chart I-3...And France ...And France ...And France Still, overall US consumer spending is on trend. Just. But only thanks to an unprecedented largesse of fiscal and monetary stimulus. Begging the question, what will happen when the stimulus ends? If overall stimulated spending is just on trend while spending on services is in deficit, it means that spending on goods is in a mirror-image $420 billion surplus. Which, given the smaller share of spending on goods, equates to 8 percent above where it should be. One misconception is that the surplus in goods spending is concentrated in durables. While this was true six months ago, two-thirds of the current surplus is in nondurables, dominated by clothing and shoes, food and drink at home, and games, toys and hobbies (Chart I-4). Chart I-4US Overspend On Durables Is Now $140 Bn, While Overspend On Nondurables Is $280 Bn US Overspend On Durables Is Now $140 Bn, While Overspend On Nondurables Is $280 Bn US Overspend On Durables Is Now $140 Bn, While Overspend On Nondurables Is $280 Bn Looking ahead, if the demand for goods crashes back to earth, as seems to be happening now, then the demand for services will have to catch up to its pre-pandemic trend. Otherwise there will be a deficit in aggregate demand. So, the crucial question for 2022 is, will services spending catch up to its pre-pandemic trend? Services Spending Will Remain Well Below Its Pre-Pandemic Trend Many people believe that the deficit in US services spending is due to the underspend in bars, restaurants, and hotels. In fact, this is another misconception. The underspending on ‘food services and accommodations’ is now a negligible $30 billion out of the $420 billion deficit. In which case, where is the deficit? Surprisingly, the biggest component is a $160 billion underspend on health care (Chart I-5). In particular, the spending on ‘outpatient physician services’ levelled off a year ago well below its pre-pandemic level (Chart I-6). A plausible explanation is that many doctor’s appointments have shifted to online, requiring much lower spending. The result is that health care consumption has slowed its convergence to the pre-pandemic trend, implying that a deficit could be persistent. Chart I-5US Underspend On Health Care ##br##Is $160 Bn US Underspend On Health Care Is $160 Bn US Underspend On Health Care Is $160 Bn Chart I-6US Spending On Physician Services Is Far Below The Pre-Pandemic Trend US Spending On Physician Services Is Far Below The Pre-Pandemic Trend US Spending On Physician Services Is Far Below The Pre-Pandemic Trend A second major component of the deficit is a $110 billion underspend on recreation services, as consumers have shunned the large or dense crowds in amusement parks, sports centres, spectator sports, and theatres. Some of this shunning of crowds will be long-lasting (Chart I-7). Chart I-7US Underspend On Recreation Services Is $110 Bn US Underspend On Recreation Services Is $110 Bn US Underspend On Recreation Services Is $110 Bn A third major component of the deficit is a $60 billion underspend on public transportation, as people have likewise shunned the personal proximity required in mass transit systems and aeroplanes. Some of this shunning of transport that requires personal proximity will also be long-lasting (Chart I-8). Chart I-8US Underspend On Public Transportation Is $60 Bn US Underspend On Public Transportation Is $60 Bn US Underspend On Public Transportation Is $60 Bn Worryingly, the recent spending on both recreation services and public transportation has stopped converging with the pre-pandemic trend. Admittedly, this might be a blip due to the delta wave of the pandemic, and spending could re-accelerate once this wave subsides. On the other hand, it would be prudent to assume that the delta wave was not the last wave of the pandemic and that further waves could arrive in 2022. Pulling all of this together, large parts of services spending will remain persistently below their pre-pandemic trend. Eventually, new and innovative types of services will plug this deficit, but this will take time. Therefore, we conservatively estimate that, at the end of 2022, US consumer spending on services will still be below its pre-pandemic trend by at least $200 billion, or 2.5 percent. Other major economies, like the UK and France, will suffer similar deficits. Goods Spending Will Crash Back To Earth Let’s now switch to the other side of the ledger, and assess to what extent the underspend in services can be countered by an overspend in goods. Spending on durables is already crashing back to earth. A surplus of $500 billion in March has collapsed to $140 billion now, and we fully expect it to fall back to zero. The reason is that durables, by their very definition, provide long-duration utility. Meaning that there are only so many cars, smartphones, and gadgets that any person can own. But what about the current $280 billion surplus on nondurables – can that be sustained? The biggest component of the nondurables surplus is a $85 billion, or 20 percent, overspend on clothes and shoes. Some of this overspend is justified by a wardrobe transition to the post-pandemic way of working and living. But clothes and shoes, though classified as nondurable, are in fact quite durable. Meaning that once the wardrobe transition is complete, we do not expect people to spend 20 percent more on clothes and shoes than they did before the pandemic (Chart I-9). Chart I-9US Overspend On Clothes And Shoes Is $85 Bn US Overspend On Clothes And Shoes Is $85 Bn US Overspend On Clothes And Shoes Is $85 Bn A second major component of the nondurables surplus is a $75 billion, or 7 percent, overspend on food and beverages at home. To a large extent, this has been a displacement of the underspending on eating and drinking out. But given that this underspend on eating and drinking out has almost normalised, we expect the overspend on eating and drinking at home to fade (Chart I-10). Chart I-10US Overspend On Food And Drink At Home Is $75 Bn US Overspend On Food And Drink At Home Is $75 Bn US Overspend On Food And Drink At Home Is $75 Bn A third major component of the nondurables surplus is a $45 billion, or 16 percent, overspend on recreational items: games, toys, hobbies, and pets and pet products (Chart I-11 and Chart I-12). To a large extent, this has been a displacement of the underspend on recreation services involving crowds, which will last. Hence, we expect the nondurable surplus on recreational items also to last, to the benefit of the animal care sector and the interactive (electronic) entertainment sector. Chart I-11US Overspend On Games, Toys, And Hobbies Is $45 Bn US Overspend On Games, Toys, And Hobbies Is $45 Bn US Overspend On Games, Toys, And Hobbies Is $45 Bn Chart I-12Spending On Pets Is ##br##Booming Spending On Pets Is Booming Spending On Pets Is Booming Pulling all of this together, we expect the $140 billion surplus on durables to disappear fully, and the $280 billion surplus on nondurables to fade to well below $200 billion. Therefore, given that the deficit on services is likely to be above $200 billion, there is a high risk of a consumer demand deficit in 2022. Four Investment Conclusions The ultra-long end of the bond market is figuring out that without sustained above-trend demand, you cannot get sustained inflation. And to repeat, if demand is barely on trend after an unprecedented largesse of fiscal and monetary stimulus, then what will happen when the stimulus ends? All of which leads to four investment conclusions: Stay overweight 30-year T-bonds. In the equity market, underweight the ‘reflation’ sectors: specifically, underweight banks and basic resources. Stay overweight animal care. Overweight the interactive entertainment sector (look out for a Special Report on this sector coming out very soon). Gas Distribution Is Oversold Finally, one of the paradoxes of skyrocketing natural gas prices is that it has badly hurt the gas distributors which, for the most part, have not been able to pass on the higher prices in full to end users. The resulting margin squeeze has caused a sharp recent underperformance, which is now fragile on its 65-day/130-day composite fractal structure (Chart I-13). Chart I-13Gas Distribution Is Oversold Gas Distribution Is Oversold Gas Distribution Is Oversold Given this fractal fragility combined with the recent correction in natural gas prices, a recommended trade would be to overweight global gas distribution versus banks, setting a profit target and symmetrical stop-loss at 5 percent.   Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Fractal Trading System Fractal Trades 6-Month Recommendations Structural Recommendations Closed Fractal Trades   Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields ##br##- Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Chart II-2Indicators To Watch - Bond Yields ##br##- Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Chart I-3Indicators To Watch - Bond Yields ##br##- Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Chart I-4Indicators To Watch - Bond Yields ##br##- Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed   Indicators To Watch - Interest Rate Expectations Chart I-5Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart I-6Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart I-7Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart I-8Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations  

In this report we examine the risk of stagflation by comparing the current environment to that of the late-1960s and 1970s. Today, investors cannot rule out the possibility of a stagflationary outcome, for four reasons: long-term household inflation expectations have risen significantly over the past year; fiscal policy has been expansionary; monetary policy will remain expansionary at the Fed’s projected terminal Fed funds rate; and component shortages and price increases linked to energy market and supply chain disruptions may persist or worsen over the coming year. However, the strong demand-pull inflationary dynamics that existed in the late-1960s were mostly absent in the lead-up to the pandemic, supply-chain issues are in part due to strong goods demand and supply disruptions that will eventually dissipate, and economic agents do not expect severe price pressures to persist beyond the pandemic. On balance, this points to a stagflationary outcome over the coming 6-24 months as a risk, but not a likely event. Investors should use the Misery Index, which is the sum of the unemployment rate and headline PCE inflation, as a real-time stagflation indicator. The Misery Index underscores that the US economy is unlikely to experience true stagflation unless the unemployment rate rises. A portfolio of the US dollar, the Swiss Franc, and industrial commodities may serve as a useful hedge for investors who are concerned about absolute return prospects in a world in which long-maturity bond yields are rising and risks of stagflationary dynamics are present. Chart II-1The Misery Index Reflects The Risk Of Stagflation The Misery Index Reflects The Risk Of Stagflation The Misery Index Reflects The Risk Of Stagflation Over the past several weeks, concerns about a possible return to 1970s-style stagflation have re-emerged significantly in the minds of many investors. These investors have pointed toward similarities between the current environment and that of the 1970s, including shortages limiting output, a snarled global trade and logistical system, and rising energy prices. Chart II-1 highlights that the US “Misery Index” – the sum of the unemployment rate and headline PCE inflation – rose again over the past several months to high single-digit territory, after having fallen dramatically from April 2020 to February of this year. Panel 2 of Chart II-1 highlights that last year's rise in the Misery Index was driven almost entirely by the unemployment rate, whereas the current level is due to a combination of a modestly elevated unemployment rate and a pronounced acceleration in inflation. The headline PCE deflator has risen above 4%, a level that has not been reached since 1991 during the First Gulf War. In this report, we examine the risk of stagflation by comparing the current environment to that of the late 1960s and 1970s. We conclude that while investors cannot rule out the possibility of a stagflationary outcome, there are important differences that point toward a stagflation outcome over the coming 6-24 months as a risk, not a likely event. We conclude by highlighting assets that may produce absolute returns in a world in which long-maturity bond yields are rising and risks of stagflationary dynamics are present. Revisiting The 1960s And 70s Chart II-2The 1960s Laid The Groundwork For Elevated Inflation The 1960s Laid The Groundwork For Elevated Inflation The 1960s Laid The Groundwork For Elevated Inflation The first step in judging the risk of a return to 1970s-style stagflation is to review, in a detailed way, what caused those conditions. Investors are well aware of the role that two separate energy price shocks played in raising prices and damaging output during this period, but they are less cognizant of the impact that a persistent period of above-trend output and significant labor market tightness had in setting up the conditions for sharply higher inflation. This focus of investors on energy prices partially reflects the fact that the Misery Index increased most visibly in the 1970s and that policymakers in the 1960s may not have realized how extensively economic output was running above its potential. With the benefit of hindsight, Chart II-2 illustrates the extent to which inflationary pressures built up in the 1960s, well before the first oil price shock in 1973. The chart shows that the unemployment rate was below NAIRU – the non-accelerating inflation rate of unemployment – for 70% of the time during the 1960s, and that inflation had already responded to this in the latter half of the decade. Annual headline PCE inflation was running just shy of 5% at the onset of the 1970 recession; it fell to 3% in the aftermath of the recession, but had already begun to reaccelerate in the first half of 1973. Following the 1973/1974 recession, inflation did decelerate significantly, falling from 11-12% to 5% in headline terms, and from 10% to 6% in core terms. But the pace of price appreciation did not fall below 5-6% in the second half of the 1970s, despite a significant and sustained rise in the unemployment rate above its natural rate. The 1975 to 1978 period is especially important for investors to understand, because it is arguably the clearest period of true stagflation in the 1970s. The fact that the Misery Index rose sharply during two major oil price shocks is not particularly surprising in and of itself, given the direct impact of energy prices on headline consumer prices; it is the fact that the index remained so elevated between these shocks, the result of persistently high inflation in the face of significant labor market slack, that is most relevant to investors. There are two reasons that both inflation and unemployment remained high during this period. First, labor market slack was sizeable during these years because the US economy was more energy-intensive in the 1970s than it is today. Chart II-3 highlights that goods-producing employment lagged overall employment growth from late 1973 to late 1977, underscoring that the rise in oil prices significantly impacted jobs growth in energy-intensive industries. Chart II-3 Second, it is clear that the combination of demand-pull inflation in the late 1960s and the predominantly cost-push inflation of the 1970s led to expectations of persistent inflation among households and firms. The original Phillips Curve, as formulated by New Zealand economist William Phillips in the late 1950s, described a negative relationship between the unemployment rate and the pace of wage growth. Given the close correlation between wage and overall price growth at the time, the Phillips Curve was soon extended and generalized to describe an inverse relationship between labor market slack and overall price inflation. But the experience of the 1970s highlighted that inflation expectations are also an important determinant of inflation, a realization that gave birth to the expectations-augmented (i.e. “modern-day”) Phillips Curve (more on this below). The Stagflation Era Versus Today Chart II- Table II-1 presents a stagflation “threat matrix,” representing the Bank Credit Analyst service’s assessment of the various factors that could potentially contribute to a stagflationary environment today, relative to what occurred in the 1960s and 1970s. While we acknowledge that there are some similarities today to what occurred five decades ago, the most threatening factors have been present for a shorter period of time and appear to have a smaller magnitude than what occurred during the stagflationary era. In addition, key factors, such as the visibility available to policymakers and investors about household inflation expectations and the potential output of the economy, would appear to reduce significantly the risk of a stagflationary outcome today. We discuss each of the factors presented in Table II-1 below: Fiscal & Monetary Policy Chart II-4Government Spending Last Cycle Looked Nothing Like The 1960s Government Spending Last Cycle Looked Nothing Like The 1960s Government Spending Last Cycle Looked Nothing Like The 1960s The persistently tight labor market that contributed to the inflationary buildup in the 1960s occurred as a result of easy fiscal and monetary policy. Chart II-4 highlights that the contribution to real GDP growth from government expenditure and investment was very elevated in the 1960s. Chart II-5 shows that a positive output gap in the late 1960s and the first half of the 1970s is well explained by the fact that 10-year US government bond yields were persistently below nominal GDP growth. The relationship between the stance of monetary policy and the output gap only meaningfully diverged in the latter half of the 1970s, during the true stagflationary era that we noted above. Chart II-5Easy Monetary Policy Juiced Aggregate Demand In The 60s And Early 70s Easy Monetary Policy Juiced Aggregate Demand In The 60s And Early 70s Easy Monetary Policy Juiced Aggregate Demand In The 60s And Early 70s Chart II-6Monetary Policy Today Is Extremely Easy Monetary Policy Today Is Extremely Easy Monetary Policy Today Is Extremely Easy Today, it is clear that the stance of fiscal policy has recently been extraordinarily easy, and 10-year US government bond yields have remained well below nominal GDP growth for the better part of the last decade. Relative to estimates of potential nominal GDP growth, 10-year Treasury yields are the lowest they have been since the 1970s (Chart II-6). Ostensibly, this supports concerns that policy might contribute to a stagflationary outcome. These concerns were raised by Larry Summers in March, when he described the Biden administration’s fiscal policy as the “least responsible” that the US has experienced in four decades and warned of the potential inflationary consequences of overheating the economy.1 But there are two important counterpoints to these concerns. First, easy fiscal policy this cycle has followed a period during the last economic cycle in which government spending contributed to the most sustained drag on economic activity since the 1950s. Unlike the 1960s, the unemployment rate has been below NAIRU for only a third of the time over the past decade. In addition, Chart II-7 highlights that fiscal thrust will turn to fiscal drag next year, underscoring the temporary nature of the massive burst in fiscal spending that has occurred in response to the pandemic. Under normal circumstances, the fiscal drag implied by Chart II-7 would substantially raise the risks of a recession next year, but we have noted in previous reports that a significant amount of excess savings remain to support spending and employment. The net impact of these two factors results in a reasonable expectation that the US economy will return to maximum employment next year, but this is a far cry from the 1960s when the unemployment rate was below its natural rate for 70% of the decade. Chart II-7 Based on conventional measures, US monetary policy has been easy for a decade, but easy monetary policy did not begin to contribute positively to a rise in household sector credit growth last cycle until 2014/2015. This underscores that the natural rate of interest (“R-star”) did fall during the early phase of the last economic expansion. However, we argued in an April report that R-star was likely rising in the latter half of the last expansion,2 and we believe that the terminal Fed funds rate is likely higher than what the Fed is currently projecting, barring any additional negative policy shocks. Thus, while we do not believe that the duration of easy monetary policy over the past decade has laid the groundwork for a major rise in prices, it is now clearly positively contributing to aggregate demand and does risk a future overshoot in prices if long maturity bond yields remain well below the pace of economic growth for a sustained period of time. The Impact Of Shortages Chart II-8Gasoline Shortages Plagued The US Economy In The 1970s Gasoline Shortages Plagued The US Economy In The 1970s Gasoline Shortages Plagued The US Economy In The 1970s Gasoline shortages occurred during the oil shocks of the 1970s and are a key similarity that some investors point toward when comparing the situation today with the stagflationary era. Chart II-8 highlights that the annual growth in real personal consumption expenditures on energy goods and services fell into negative territory on six occasions in the 1970s, although it was most pronounced during the two oil price shocks and their resulting recessions. Today, the impact of shortages appears to be broader than what occurred in the 1970s, but less impactful and not likely to be as long-lasting. Chart II-9 highlights that the OPEC oil embargo of 1973 raised the global oil bill by 2.4% of global GDP and permanently raised the price of oil. The global oil bill will only be fractionally above its pre-pandemic level in 2022, with oil prices at $80/bbl, and, while it is true that US gasoline prices have risen significantly, they are not higher than they were from 2011-2014 (Chart II-10). Chart II-9$80/bbl Oil Is Not Onerous $80/bbl Oil Is Not Onerous $80/bbl Oil Is Not Onerous Chart II-10US Gasoline Prices Are High, But They Have Been Higher US Gasoline Prices Are High, But They Have Been Higher US Gasoline Prices Are High, But They Have Been Higher It is certainly true that global shipping costs have skyrocketed and that this is contributing to the increase in US consumer prices. We estimate, however, that this increase in shipping costs as a share of GDP is no more than a quarter of the impact of the 1973 increase in oil prices, without the attendant negative effects on US goods-producing employment that occurred in the 1970s. If anything, surging shipping costs create an incentive to re-shore manufacturing production, which would contribute positively to US goods-producing employment. We also do not expect the rise in shipping costs to be meaningfully permanent, i.e., shipping costs may ultimately settle at a higher level than they were in late-2019, but at a much lower level than what prevails today. Chart II-11A Tight Labor Market Is Causing Wage Growth To Pick Up A Tight Labor Market Is Causing Wage Growth To Pick Up A Tight Labor Market Is Causing Wage Growth To Pick Up Semiconductor and labor shortages would appear to represent a more salient threat of stagflation in the US, as the domestic production of motor vehicles cannot occur without key inputs and a tight labor market is already contributing to an acceleration in wage growth (Chart II-11). As we noted in Section 1 of our report, auto production significantly impacted growth in the third quarter. However, Chart II-12 highlights that, for now, the breadth of impact of these shortages appears to be limited: the production component of the ISM manufacturing index remains in expansionary territory, industrial production of durable manufacturing excluding motor vehicles and parts has not broken down, and both housing starts and building permits remain above pre-pandemic levels despite this year’s downtrend in permits. Chart II-12Shortages Do Not Yet Seem To Be Broad-Based Shortages Do Not Yet Seem To Be Broad-Based Shortages Do Not Yet Seem To Be Broad-Based A physical shortage of components is a less relevant factor for the services side of the economy, which appears to have re-accelerated meaningfully in October. The services sector is more considerably impacted by shortages in the labor market, which seem to be linked to a still-low labor force participation rate. We noted in our September report that the decline in the participation rate has significantly overshot what would be implied by the ongoing pace of retirements. Chart II-13 highlights that this has occurred not just because of a significant retirement effect, but also because of the shadow labor force (people who want a job but are not currently looking for work) and family responsibilities. We expect that the recent expiry of expanded unemployment insurance benefits, a steady rise in the immunity of the US population, an abating Delta wave of COVID-19, and a likely upcoming reduction in school/classroom closures once the Pfizer/BioNTech vaccine is approved for school-age children will likely ease the labor shortage issue over the coming several months. Chart II-13 Output Gap Uncertainty It remains a debate among economists why policymakers maintained such easy monetary policy in the 1960s and 1970s, but Chart II-14 highlights that uncertainty about the size of the output gap may have contributed to too-low interest rates. The chart shows the unemployment rate compared with today's estimate of NAIRU, alongside a simple proxy for policymakers’ real time estimate of the natural rate of employment: the cumulative average unemployment rate in the post-war environment. To the extent that policymakers used past averages of the unemployment rate as their guide for NAIRU, Chart II-14 highlights how they may have underestimated the degree to which output was running above its potential level in the 1960s, and would not have even concluded that output was above potential in the early 1970s. Chart II-14Policymakers Overestimated Labor Market Slack In The 60s And 70s Policymakers Overestimated Labor Market Slack In The 60s And 70s Policymakers Overestimated Labor Market Slack In The 60s And 70s Chart II-15Policymakers Know That NAIRU Is Likely At Or Below 4% Policymakers Know That NAIRU Is Likely At Or Below 4% Policymakers Know That NAIRU Is Likely At Or Below 4% Today, the environment is quite different, because the acceleration in wage growth at the tail end of the last expansion gives policymakers and investors a good estimate of where NAIRU is. Chart II-15 highlights that wage growth accelerated in 2018/2019 in response to a sub-4% unemployment rate, which is consistent with both the Fed’s NAIRU estimate of 3.5-4.5% and Fed Vice Chair Richard Clarida’s expressed view that a 3.8% unemployment rate likely constitutes maximum employment (barring any issues with the breadth and inclusivity of the labor market recovery). It is possible that the pandemic has structurally lowered potential output, which could mean that policymakers may no longer rely on the wage growth / unemployment relationship that existed in the latter phase of the last expansion. However, we do not find any credible arguments that would support the notion of a structurally lower level of potential output: the pandemic is likely to end at some point in the not-too-distant future, the negative impact of working-from-home policies on office properties and employment in central business districts is not sizeable,3 and productivity may have permanently increased in some industries because of the likely stickiness of a hybrid work culture. The Behavior Of Inflation Expectations Chart II-16Rising Long-Term Expectations Have Merely Normalized (For Now) Rising Long-Term Expectations Have Merely Normalized (For Now) Rising Long-Term Expectations Have Merely Normalized (For Now) One parallel to the argument that policymakers may have underestimated the degree of labor market tightness in the 1960s and early 1970s is the fact that they did not yet understand that inflation expectations are an important determinant of actual inflation, nor were they able to monitor them even if they did. Most credible surveys of inflation expectations began in the 1980s, and policymakers in the 1960s and 1970s were guided by the original Phillips Curve that solely related inflation to unemployment. Today, policymakers have the experience of the stagflationary episode to serve as a warning not to allow inflation expectations to get out of control, and both policymakers and investors have reliable measures of inflation expectations for households and market-participants. Chart II-16 highlights that households expect significant inflation over the coming year, but also expect prices over the longer term to rise at a pace that is almost exactly in line with their average from 2000-2014. The Rudd Controversy: (Adaptive) Inflation Expectations Do Matter One potential criticism of the idea that inflation expectations are signaling a low risk of higher future inflation has emerged through arguments made by Jeremy Rudd, a Federal Reserve economist. In a recent paper, Rudd questioned the view that households’ and firms’ expectations of future inflation are a key determinant of actual inflation; he suggested instead that relatively stable inflation since the mid-1990s might reflect a situation in which inflation simply does not enter workers’ employment decisions and expectations are irrelevant. Rudd’s paper was primarily addressed to policymakers who view inflation dynamics in a highly quantitative light. A full response to the paper would be mostly academic and thus not especially relevant to investors; however, we would like to highlight three points related to the Rudd piece that we feel are important.4 First, we disagree with Rudd’s argument that the trend in inflation has not responded to changes in economic conditions since the mid-1990s. Chart II-17 highlights that while the magnitude of the relationship has shifted, the trend in inflation relative to a measure of long-term expectations based on prior actual inflation has mimicked that of the output gap. The fact that inflation was (ironically) too high during the early phase of the last economic cycle provides some support for Rudd’s inflation responsiveness view, although we would still point toward the Fed’s strong record of maintaining low and stable inflation, its active communication with the public in the years following the global financial crisis, and the fact that a recovery began and the output gap began to (slowly) close as the best explanation for the avoidance of deflation during that period. Second, we agree with Rudd’s point that regime shifts in inflation’s responsiveness to economic conditions can occur, and that adaptive measures of inflation expectations, and even surveys of inflation, may not capture such a shift in real time. Chart II-18 shows that the 2014-2016 period was a good example of this, when adaptive expectations as well as household survey measures of long-term inflation expectations both lagged the actual decline in inflation that was caused by a collapse in the price of oil. Chart II-17The Trend In Inflation Continues To Respond To Economic Conditions The Trend In Inflation Continues To Respond To Economic Conditions The Trend In Inflation Continues To Respond To Economic Conditions Chart II-18Surveyed Inflation Expectations Can Lag, But This Time They Led Surveyed Inflation Expectations Can Lag, But This Time They Led Surveyed Inflation Expectations Can Lag, But This Time They Led But Chart II-18 also shows that long-term household survey measures of inflation led the rise in actual inflation (and thus our adaptive expectations measure) last year, underscoring that these measures are likely more reliable indicators today of whether a major regime shift is occurring. As noted above, long-term expectations have risen significantly relative to what prevailed prior to the pandemic, but this has merely raised expectations from extraordinarily depressed levels back to the average that prevailed prior to (and immediately after) the global financial crisis. Therefore, household expectations are not yet at dangerous levels. Chart II-19Unit Labor Costs Modestly Lead Inflation, But Are Far From Extreme Unit Labor Costs Modestly Lead Inflation, But Are Far From Extreme Unit Labor Costs Modestly Lead Inflation, But Are Far From Extreme Third, one of the core observations in Rudd’s paper is that unit labor cost (ULC) growth leads the trend in inflation, which he argued was evidence against the idea that expectations of future inflation are a key determinant of actual inflation. Chart II-19 highlights that Rudd is correct that ULC growth modestly leads inflation (especially core inflation), but we disagree with his conclusion that it argues against the importance of expectations. As we noted in Section 2 of our January 2021 Bank Credit Analyst,5 one crucial aspect of the expectations-augmented, or “modern-day” Phillips Curve is that, if inflation expectations are largely formed based on the experience of past inflation, then inflation is ultimately determined by three dimensions of the output gap: whether it is rising or falling, whether it is above or below zero, and how long it has been above or below zero. Our view is that ULC growth is fundamentally linked to slack in the labor market, which is directly incorporated in output gap measures. As we noted above, investors currently have a good estimate of the magnitude of the output/employment gap, meaning that it is possible to track the inflationary consequences of prevailing aggregate demand. As a final point about ULC growth, Chart II-19 highlights that while the five-year CAGR of unit labor costs is currently running at its strongest pace since the global financial crisis, investors should note that it remains well below the levels that prevailed in the late-1960s when persistently above-potential output laid the groundwork for a massive inflationary overshoot. Conclusions And Investment Strategy Our review of the 1960s and 1970s highlights that stagflation is a phenomenon in which supply-side shocks raise prices of key inputs to production, which lowers output and raises unemployment. Energy price shocks in the 1970s occurred after a long period of policy-driven above-trend growth in the 1960s, meaning that both demand-pull and cost-push inflation contributed to stagflation in the 1970s. Today, investors cannot rule out the possibility of a stagflationary outcome, for four reasons: long-term household inflation expectations have risen significantly over the past year; fiscal policy has been very expansionary; monetary policy will remain expansionary at the Fed’s projected terminal Fed funds rate; and component shortages and price increases linked to energy market and supply chain disruptions may persist or worsen over the coming year. Chart II-20It Is Not Stagflation If The Unemployment Rate Continues To Fall It Is Not Stagflation If The Unemployment Rate Continues To Fall It Is Not Stagflation If The Unemployment Rate Continues To Fall However, the strong demand-pull inflationary dynamics that existed in the late-1960s were mostly absent in the lead-up to the pandemic, supply-chain issues are in part the result of strong goods demand and disruptions that are clearly linked to the pandemic (and thus will eventually dissipate), and long-term inflation expectations are behaving differently than short-term expectations, signaling that economic agents do not expect severe price pressures to persist beyond the pandemic. Policymakers also have more visibility about the magnitude of economic / labor market slack than they did during the stagflationary era and better tools to track inflation expectations. On balance, this points to a stagflationary outcome over the coming 6-24 months as a risk, but not as a likely event. Using the Misery Index as real-time stagflation indicator, investors should note that the US economy is not likely experiencing true stagflation unless the unemployment rate rises. Chart II-20 highlights that there is no evidence yet of a contraction in goods-producing or service-producing jobs. Even if goods-producing employment slows meaningfully over the coming few months as a result of component shortages, the unemployment rate is still likely to fall if services spending normalizes, as it would imply that the gap in services-producing employment, which is currently 20% of the level of pre-pandemic goods-producing employment, will continue to close. Investors have been focused on the issue of stagflation because its occurrence would imply a sharply negative correlation between stock prices and bond yields. This is not our base case view, but we have highlighted that months with negative returns from both stocks and long-maturity bonds tend to be associated with periods of monetary policy tightening (or in anticipation of such periods). As we discussed in Section 1 of our report, we do expect the Fed to raise interest rates next year. We do not see a rise in bond yields to levels implied by the Fed’s interest rates projections as being seriously threatening to economic activity, corporate earnings growth, or equity multiples. But the adjustment to higher long-maturity bond yields may unnerve equity investors for a time, implying temporary periods of a negative stock price / bond yield correlation. Table II-2 highlights that, since 1980, commodities, the US dollar, and the Swiss franc have typically earned positive returns during non-recessionary months in which stock and long-maturity bond returns are negative. While the dollar is not likely to perform well in a stagflationary scenario, Chart II-21 highlights that CHF-USD and industrial commodities performed quite well in the late-1970s. As such, a portfolio of these three assets might serve as a useful hedge for investors who are concerned about absolute return prospects in a world in which long-maturity bond yields are rising and risks of stagflationary dynamics are present. Chart II- Chart II-21The Swiss Franc and Raw Industrials Did Well During The Stagflationary Era The Swiss Franc and Raw Industrials Did Well During The Stagflationary Era The Swiss Franc and Raw Industrials Did Well During The Stagflationary Era Jonathan LaBerge, CFA Vice President The Bank Credit Analyst Footnotes 1  “Summers Sees ‘Least Responsible’ Fiscal Policy in 40 Years,” Bloomberg News, March 20, 2021. 2 Please see The Bank Credit Analyst “R-star, And The Structural Risk To Stocks,” dated March 31, 2021, available at bca.bcaresearch.com 3 Please see The Bank Credit Analyst “Work From Home “Stickiness” And The Outlook For Monetary Policy,” dated June 24, 2021, available at bca.bcaresearch.com 4 Rudd, Jeremy B. (2021). “Why Do We Think That Inflation Expectations Matter for Inflation? (And Should We?),” Finance and Economics Discussion Series 2021-062. Washington: Board of Governors of the Federal Reserve System. 5  Please see The Bank Credit Analyst “The Modern-Day Phillips Curve, Future Inflation, And What To Do About It,” dated December 18, 2021, available at bca.bcaresearch.com

Highlights The circumstances of the pandemic improved in October, but data highlighting the economic consequences of the Delta wave grew more severe. US economic activity slowed meaningfully in the third quarter, driven by lower car sales and a slowdown in services spending. The imminent vaccination of school-aged children, and signs that services activity and spending are increasing, will likely raise labor force participation, boost education employment, and hasten the return of real services spending back to pre-pandemic levels. Investors have the right bond view, but the wrong reason. Investors believe that the Fed will be forced to raise interest rates earlier than it currently expects to prevent an out-of-control rise in prices, whereas it will likely do so because of a quicker return to maximum employment. Bond yields are likely to move higher over the coming year, but this will be driven by real yields, not inflation expectations. Once the Fed begins to raise interest rates, investors should be on the lookout for signs that market expectations for the real natural rate of interest, or “R-star,” are rising. The Fed’s terminal rate projection is well below nominal potential GDP growth, and a gap between these two measures no longer makes sense. Stocks are likely to generate mid-single digit returns next year, which will beat the returns offered by bonds and cash. But stocks will generate much lower returns compared with those enjoyed by investors over the past year. A benign rise in long-maturity bond yields argues for the outperformance of value versus growth stocks over the coming year. Cyclical stocks are now becoming stretched versus defensives on an equally-weighted basis; stay overweight for now, but a downgrade to neutral may be in the cards at some point next year. Feature Chart I-1The Waning Impact Of Delta The Waning Impact Of Delta The Waning Impact Of Delta Over the past month, the focus of investors has shifted from day-to-day developments to the consequences of the Delta wave of the pandemic. Chart I-1 highlights that, while an estimate of the COVID-19 reproduction rates in advanced economies has recently inched higher, it remains below one and hospitalizations continue to trend lower in most major economies. UK hospitalizations have increased over the course of the month, but remain at a level that is a quarter of their January peak – despite an elevated pace of confirmed cases. In the US, both these cases and hospitalizations continue to fall, trends that are likely to be reinforced by the vaccination of children over the coming weeks. A 50-60% vaccination rate for school-aged children would increase the US vaccination rate by 4-5 percentage points. Vaccinating all children at this rate would increase the total vaccination rate by 7-8 percentage points. In combination with a meaningful level of natural immunity, the vaccination of children is likely to bring the US very close to, if not above, the non-accelerating hospitalization rate of immunity (or “NAHRI”).1 The Delta Hangover While the circumstances of the pandemic improved in October, the economic consequences grew more severe. US economic activity slowed meaningfully in the third quarter, as highlighted by yesterday’s advance release. Chart I-2 highlights that durable goods spending subtracted almost three percentage points from Q3 growth, and that most other components of GDP contributed less to growth in Q3 than in Q2. Chart I-2 The significant slowdown in Q3 growth is disappointing, but several factors point toward the conclusion that it is not likely to be sustained: Chart I-3Services PMIs Are Pointing To A Stronger Q4 Services PMIs Are Pointing To A Stronger Q4 Services PMIs Are Pointing To A Stronger Q4 The Delta wave very likely impacted services spending, which we have highlighted is likely to drive overall consumption over the coming year. Given the ongoing impact of semiconductor shortages on the availability of new cars, it is not surprising that a slowdown in services spending resulted in a significant slowdown in overall growth. After having declined significantly in Q3, Chart I-3 highlights that the US, UK, French, and Japanese October flash services PMI rose anew, underscoring that recent services weakness have been closely linked to the Delta variant of COVID-19 (whose impact is now waning). Chart I-3 also highlights that the US services PMI is currently at a level that has been historically consistent with solid real PCE growth. Finally, while it is true that manufacturing PMIs are being supported by supplier deliveries components, the October output component of the US Markit manufacturing index remained in expansionary territory, as was the case in Germany, Japan, and the UK (despite month-over-month declines in these components). Chart I-4 highlights that Q3’s real GDP reading was highly anomalous relative to the pace of jobs growth in the quarter, based on the relationship between the two since the global financial crisis. In quarters in which real GDP growth was 1% or less than implied by the trendline shown in Chart I-4, real GDP accelerated in the subsequent quarter 80% of the time. In conjunction with a pickup in services activity in October, this suggests that growth will be meaningfully stronger in Q4. Chart I-4 Chart I-5Global Growth Is Peaking, But A Major Downturn Is Unlikely Global Growth Is Peaking, But A Major Downturn Is Unlikely Global Growth Is Peaking, But A Major Downturn Is Unlikely Chart I-5 shows our global Nowcast indicator, alongside our global LEI. Our Nowcast indicator is a high-frequency measure of economic activity that is designed to predict global industrial production. The chart shows that both the Nowcast and global LEI are declining, but that this decline is occurring from an extremely elevated level. The global economy is at an inflection point in terms of the pace of growth, but Chart I-5 still points to above-trend growth – and certainly not a major cyclical downturn. The expectation of a slowdown in growth in Q3 has significantly raised concerns about a possible return to 1970s-style stagflation in the minds of many investors. We address this topic in depth in this month’s Special Report, and conclude that, while investors cannot rule out the possibility of stagflation, there are important differences that point toward a stagflationary outcome over the coming 6-24 months as a risk, not a likely event. We note in our report that the risk of stagflation can be monitored in real time by tracking the Misery Index, which is the sum of headline PCE inflation and the unemployment rate. Currently, the Misery Index is elevated relative to the average of the past 30 years, but it is meaningfully lower than it was during the latter half of the 1970s. This also underscores that true stagflation is only likely to occur if the unemployment rate rises, which means that the economic and financial market outlook over the coming year is strongly tied to the pace of jobs growth (even more so than usual). Table I-1 presents an industry breakdown of the jobs gap relative to pre-pandemic levels, sorted by industries with the largest gap. The table highlights that leisure and hospitality, government, and education and health services jobs continue to account for two-thirds of the five million jobs gap, with the latter two largely reflecting the same effect: 60% of the government jobs gap is accounted for by state and local government education-related employment. Chart I- Chart I-6Leisure And Hospitality Employment Tracks The Hotel Occupancy Rate Leisure And Hospitality Employment Tracks The Hotel Occupancy Rate Leisure And Hospitality Employment Tracks The Hotel Occupancy Rate US education employment has been impacted by school and classroom closures, which we noted above are likely to end once school-aged children are vaccinated against the disease. Chart I-6 highlights that leisure and hospitality employment is clearly predicted by the US hotel occupancy rate, which wobbled over the past few months as a result of the Delta wave of the pandemic. Correspondingly, monthly growth in leisure and hospitality employment slowed in August and September. Taken together, the imminent vaccination of school-aged children and signs that services activity and spending are increasing will likely raise labor force participation, boost education employment, and hasten the return of real services spending back to pre-pandemic levels. The Bond Market Outlook Chart I-7The Market Now Agrees With Us About The Timing Of Fed Rate Hikes... The Market Now Agrees With Us About The Timing Of Fed Rate Hikes... The Market Now Agrees With Us About The Timing Of Fed Rate Hikes... A continued normalization of the labor market over the coming 6-12 months argues in favor of Fed rate hikes next year, which is a view that we have maintained for several months. Recently, investors have come to agree with us, by moving forward their expectations for the Fed funds rate (Chart I-7). However, Chart I-8 highlights that investors have the right view for the wrong reason. The chart highlights that US government bond yields have risen entirely due to inflation expectations and that real yields have fallen. This means that investors believe that the Fed will be forced to raise interest rates earlier than it currently expects to prevent an out-of-control rise in prices, whereas we believe that they will do so because of a return to maximum employment. The implication for investors is that bond yields are still likely to rise over the coming year, but that higher yields are likely to occur alongside falling inflation expectations. This trend underscores that common hedges against inflation, such as precious metals and the relative performance of TIPS, are likely to underperform over the coming year. We have noted in previous reports that the fair value for long-maturity government bond yields implied by the Fed’s interest rate projections is not likely threatening for equity multiples, and certainly not for economic activity. A September 2022 rate hike, coupled with a pace of three hikes per year and a 2.5% terminal Fed funds rate, implies that 10-year Treasury yields will rise to 2.15% over the coming year, which would be only modestly higher than the level that prevailed prior to the pandemic (Chart I-9). Chart I-8...But For The Wrong Reason ...But For The Wrong Reason ...But For The Wrong Reason Chart I-9Higher Bond Yields Are Unlikely To Be Restrictive Next Year Higher Bond Yields Are Unlikely To Be Restrictive Next Year Higher Bond Yields Are Unlikely To Be Restrictive Next Year   However, once the Fed begins to raise interest rates, investors should be on the lookout for signs that market expectations for the real natural rate of interest, or “R-star,” are rising. The Fed’s terminal rate projection is well below nominal potential GDP growth, and, while a gap between these two measures made sense in the years following the global financial crisis, this no longer appears to be the case. Chart I-10 highlights that real household mortgage liabilities began to contract sharply in 2006, and did not turn positive on a year-over-year basis until the end of 2016. It is likely that R-star was falling or weak during this period, but the correlation between the two series clearly shifted in the latter phase of the last economic cycle. Chart I-11 emphasizes this point by highlighting that the household debt service ratio is now the lowest it has been since the 1970s, underscoring the capacity that US consumers have to withstand higher interest rates. Chart I-10R-star Fell Post-GFC, For A Time R-star Fell Post-GFC, For A Time R-star Fell Post-GFC, For A Time Chart I-11Today, US Households Have A Lot Of Capacity To Tolerate Higher Rates Today, US Households Have A Lot Of Capacity To Tolerate Higher Rates Today, US Households Have A Lot Of Capacity To Tolerate Higher Rates     We doubt that investor expectations for the terminal rate will rise significantly before the Fed begins to normalize monetary policy, but it may happen. In addition, the Fed may begin raising interest rates next year as soon as late in the summer or early in the fall, which would locate the liftoff date within our 6-12 month investment time horizon. As such, our base case view is that a rise in interest rates over the coming year will not be threatening to the equity market, but this view may change at some point next year. Equities: Expect Modest Returns In 2022 A benign increase in long-maturity bond yields in 2022 suggests that equity multiples will neither contribute to, nor subtract from, equity returns. As such, return expectations for equities should be centered around expected earnings growth. Chart I- Table I-2 presents consensus estimates for nominal GDP growth, S&P 500 revenue growth, and earnings growth for 2022. The table highlights that expectations for revenue growth estimates appear to be reasonable, given that bottom-up analysts continue to expect an expansion in profit margins next year. Chart I-12 highlights that margins have already risen back above their pre-pandemic high, and that this is true for both tech and ex-tech sectors. Chart I-12US Profit Margins Have Already Risen To Record Levels US Profit Margins Have Already Risen To Record Levels US Profit Margins Have Already Risen To Record Levels We doubt that further increases in profit margins will be sustained next year. It is possible that margins will actually decline – a view that was recently espoused by our US Equity Strategy service.2 Risks to profit margins underscore that stocks are likely to generate mid-single digit returns next year, which will beat the returns offered by bonds and cash. But stocks will generate much lower returns compared with those enjoyed by investors over the past year. Within the equity market, we remain of the view that even a benign rise in long-maturity bond yields argues for the outperformance of value versus growth stocks over the coming year. Chart I-13 highlights that the rolling one-year correlation between relative global growth versus value stock prices and the US 10-year Treasury yield has become increasingly negative over time, which bodes well for value. We also continue to recommend that investors favor small over large caps and cyclicals over defensives, although cyclical stocks are now becoming stretched versus defensives on an equally-weighted basis as they are closing in on their 2018 highs (Chart I-14). We think it is too early to position against cyclicals, but a downgrade to neutral may be in the cards at some point next year. Chart I-13Growth Will Underperform Value If Long-Maturity Bond Yields Rise Growth Will Underperform Value If Long-Maturity Bond Yields Rise Growth Will Underperform Value If Long-Maturity Bond Yields Rise Chart I-14Cyclicals Are Starting To Look Stretched Versus Defensives Cyclicals Are Starting To Look Stretched Versus Defensives Cyclicals Are Starting To Look Stretched Versus Defensives   Investment Conclusions Next month’s report will feature BCA’s 2022 outlook, as well as a transcript of our recently held annual discussion with Mr. X and his daughter Ms. X (who joined his family office a couple of years ago). Our annual outlook will provide a detailed walkthrough of our views for the upcoming year, as well as answers to sobering questions raised by Mr. X and Ms. X about the longer-term outlook. For now, we recommend that investors stick with a pro-cyclical view, favoring the following assets: Global stocks over bonds A short-duration position within a government bond portfolio Speculative-grade corporate bonds within a credit portfolio Global ex-US stocks vs US, focused on DM ex-US Global value versus growth stocks Cyclicals versus defensives, and small versus large caps Major currencies versus the US dollar Jonathan LaBerge, CFA Vice President The Bank Credit Analyst October 29, 2021 Next Report: November 30, 2021 II. Gauging The Risk Of Stagflation In this report we examine the risk of stagflation by comparing the current environment to that of the late-1960s and 1970s. Today, investors cannot rule out the possibility of a stagflationary outcome, for four reasons: long-term household inflation expectations have risen significantly over the past year; fiscal policy has been expansionary; monetary policy will remain expansionary at the Fed’s projected terminal Fed funds rate; and component shortages and price increases linked to energy market and supply chain disruptions may persist or worsen over the coming year. However, the strong demand-pull inflationary dynamics that existed in the late-1960s were mostly absent in the lead-up to the pandemic, supply-chain issues are in part due to strong goods demand and supply disruptions that will eventually dissipate, and economic agents do not expect severe price pressures to persist beyond the pandemic. On balance, this points to a stagflationary outcome over the coming 6-24 months as a risk, but not a likely event. Investors should use the Misery Index, which is the sum of the unemployment rate and headline PCE inflation, as a real-time stagflation indicator. The Misery Index underscores that the US economy is unlikely to experience true stagflation unless the unemployment rate rises. A portfolio of the US dollar, the Swiss Franc, and industrial commodities may serve as a useful hedge for investors who are concerned about absolute return prospects in a world in which long-maturity bond yields are rising and risks of stagflationary dynamics are present. Chart II-1The Misery Index Reflects The Risk Of Stagflation The Misery Index Reflects The Risk Of Stagflation The Misery Index Reflects The Risk Of Stagflation Over the past several weeks, concerns about a possible return to 1970s-style stagflation have re-emerged significantly in the minds of many investors. These investors have pointed toward similarities between the current environment and that of the 1970s, including shortages limiting output, a snarled global trade and logistical system, and rising energy prices. Chart II-1 highlights that the US “Misery Index” – the sum of the unemployment rate and headline PCE inflation – rose again over the past several months to high single-digit territory, after having fallen dramatically from April 2020 to February of this year. Panel 2 of Chart II-1 highlights that last year's rise in the Misery Index was driven almost entirely by the unemployment rate, whereas the current level is due to a combination of a modestly elevated unemployment rate and a pronounced acceleration in inflation. The headline PCE deflator has risen above 4%, a level that has not been reached since 1991 during the First Gulf War. In this report, we examine the risk of stagflation by comparing the current environment to that of the late 1960s and 1970s. We conclude that while investors cannot rule out the possibility of a stagflationary outcome, there are important differences that point toward a stagflation outcome over the coming 6-24 months as a risk, not a likely event. We conclude by highlighting assets that may produce absolute returns in a world in which long-maturity bond yields are rising and risks of stagflationary dynamics are present. Revisiting The 1960s And 70s Chart II-2The 1960s Laid The Groundwork For Elevated Inflation The 1960s Laid The Groundwork For Elevated Inflation The 1960s Laid The Groundwork For Elevated Inflation The first step in judging the risk of a return to 1970s-style stagflation is to review, in a detailed way, what caused those conditions. Investors are well aware of the role that two separate energy price shocks played in raising prices and damaging output during this period, but they are less cognizant of the impact that a persistent period of above-trend output and significant labor market tightness had in setting up the conditions for sharply higher inflation. This focus of investors on energy prices partially reflects the fact that the Misery Index increased most visibly in the 1970s and that policymakers in the 1960s may not have realized how extensively economic output was running above its potential. With the benefit of hindsight, Chart II-2 illustrates the extent to which inflationary pressures built up in the 1960s, well before the first oil price shock in 1973. The chart shows that the unemployment rate was below NAIRU – the non-accelerating inflation rate of unemployment – for 70% of the time during the 1960s, and that inflation had already responded to this in the latter half of the decade. Annual headline PCE inflation was running just shy of 5% at the onset of the 1970 recession; it fell to 3% in the aftermath of the recession, but had already begun to reaccelerate in the first half of 1973. Following the 1973/1974 recession, inflation did decelerate significantly, falling from 11-12% to 5% in headline terms, and from 10% to 6% in core terms. But the pace of price appreciation did not fall below 5-6% in the second half of the 1970s, despite a significant and sustained rise in the unemployment rate above its natural rate. The 1975 to 1978 period is especially important for investors to understand, because it is arguably the clearest period of true stagflation in the 1970s. The fact that the Misery Index rose sharply during two major oil price shocks is not particularly surprising in and of itself, given the direct impact of energy prices on headline consumer prices; it is the fact that the index remained so elevated between these shocks, the result of persistently high inflation in the face of significant labor market slack, that is most relevant to investors. There are two reasons that both inflation and unemployment remained high during this period. First, labor market slack was sizeable during these years because the US economy was more energy-intensive in the 1970s than it is today. Chart II-3 highlights that goods-producing employment lagged overall employment growth from late 1973 to late 1977, underscoring that the rise in oil prices significantly impacted jobs growth in energy-intensive industries. Chart II-3 Second, it is clear that the combination of demand-pull inflation in the late 1960s and the predominantly cost-push inflation of the 1970s led to expectations of persistent inflation among households and firms. The original Phillips Curve, as formulated by New Zealand economist William Phillips in the late 1950s, described a negative relationship between the unemployment rate and the pace of wage growth. Given the close correlation between wage and overall price growth at the time, the Phillips Curve was soon extended and generalized to describe an inverse relationship between labor market slack and overall price inflation. But the experience of the 1970s highlighted that inflation expectations are also an important determinant of inflation, a realization that gave birth to the expectations-augmented (i.e. “modern-day”) Phillips Curve (more on this below). The Stagflation Era Versus Today Chart II- Table II-1 presents a stagflation “threat matrix,” representing the Bank Credit Analyst service’s assessment of the various factors that could potentially contribute to a stagflationary environment today, relative to what occurred in the 1960s and 1970s. While we acknowledge that there are some similarities today to what occurred five decades ago, the most threatening factors have been present for a shorter period of time and appear to have a smaller magnitude than what occurred during the stagflationary era. In addition, key factors, such as the visibility available to policymakers and investors about household inflation expectations and the potential output of the economy, would appear to reduce significantly the risk of a stagflationary outcome today. We discuss each of the factors presented in Table II-1 below: Fiscal & Monetary Policy Chart II-4Government Spending Last Cycle Looked Nothing Like The 1960s Government Spending Last Cycle Looked Nothing Like The 1960s Government Spending Last Cycle Looked Nothing Like The 1960s The persistently tight labor market that contributed to the inflationary buildup in the 1960s occurred as a result of easy fiscal and monetary policy. Chart II-4 highlights that the contribution to real GDP growth from government expenditure and investment was very elevated in the 1960s. Chart II-5 shows that a positive output gap in the late 1960s and the first half of the 1970s is well explained by the fact that 10-year US government bond yields were persistently below nominal GDP growth. The relationship between the stance of monetary policy and the output gap only meaningfully diverged in the latter half of the 1970s, during the true stagflationary era that we noted above. Chart II-5Easy Monetary Policy Juiced Aggregate Demand In The 60s And Early 70s Easy Monetary Policy Juiced Aggregate Demand In The 60s And Early 70s Easy Monetary Policy Juiced Aggregate Demand In The 60s And Early 70s Chart II-6Monetary Policy Today Is Extremely Easy Monetary Policy Today Is Extremely Easy Monetary Policy Today Is Extremely Easy Today, it is clear that the stance of fiscal policy has recently been extraordinarily easy, and 10-year US government bond yields have remained well below nominal GDP growth for the better part of the last decade. Relative to estimates of potential nominal GDP growth, 10-year Treasury yields are the lowest they have been since the 1970s (Chart II-6). Ostensibly, this supports concerns that policy might contribute to a stagflationary outcome. These concerns were raised by Larry Summers in March, when he described the Biden administration’s fiscal policy as the “least responsible” that the US has experienced in four decades and warned of the potential inflationary consequences of overheating the economy.3 But there are two important counterpoints to these concerns. First, easy fiscal policy this cycle has followed a period during the last economic cycle in which government spending contributed to the most sustained drag on economic activity since the 1950s. Unlike the 1960s, the unemployment rate has been below NAIRU for only a third of the time over the past decade. In addition, Chart II-7 highlights that fiscal thrust will turn to fiscal drag next year, underscoring the temporary nature of the massive burst in fiscal spending that has occurred in response to the pandemic. Under normal circumstances, the fiscal drag implied by Chart II-7 would substantially raise the risks of a recession next year, but we have noted in previous reports that a significant amount of excess savings remain to support spending and employment. The net impact of these two factors results in a reasonable expectation that the US economy will return to maximum employment next year, but this is a far cry from the 1960s when the unemployment rate was below its natural rate for 70% of the decade. Chart II-7 Based on conventional measures, US monetary policy has been easy for a decade, but easy monetary policy did not begin to contribute positively to a rise in household sector credit growth last cycle until 2014/2015. This underscores that the natural rate of interest (“R-star”) did fall during the early phase of the last economic expansion. However, we argued in an April report that R-star was likely rising in the latter half of the last expansion,4 and we believe that the terminal Fed funds rate is likely higher than what the Fed is currently projecting, barring any additional negative policy shocks. Thus, while we do not believe that the duration of easy monetary policy over the past decade has laid the groundwork for a major rise in prices, it is now clearly positively contributing to aggregate demand and does risk a future overshoot in prices if long maturity bond yields remain well below the pace of economic growth for a sustained period of time. The Impact Of Shortages Chart II-8Gasoline Shortages Plagued The US Economy In The 1970s Gasoline Shortages Plagued The US Economy In The 1970s Gasoline Shortages Plagued The US Economy In The 1970s Gasoline shortages occurred during the oil shocks of the 1970s and are a key similarity that some investors point toward when comparing the situation today with the stagflationary era. Chart II-8 highlights that the annual growth in real personal consumption expenditures on energy goods and services fell into negative territory on six occasions in the 1970s, although it was most pronounced during the two oil price shocks and their resulting recessions. Today, the impact of shortages appears to be broader than what occurred in the 1970s, but less impactful and not likely to be as long-lasting. Chart II-9 highlights that the OPEC oil embargo of 1973 raised the global oil bill by 2.4% of global GDP and permanently raised the price of oil. The global oil bill will only be fractionally above its pre-pandemic level in 2022, with oil prices at $80/bbl, and, while it is true that US gasoline prices have risen significantly, they are not higher than they were from 2011-2014 (Chart II-10). Chart II-9$80/bbl Oil Is Not Onerous $80/bbl Oil Is Not Onerous $80/bbl Oil Is Not Onerous Chart II-10US Gasoline Prices Are High, But They Have Been Higher US Gasoline Prices Are High, But They Have Been Higher US Gasoline Prices Are High, But They Have Been Higher It is certainly true that global shipping costs have skyrocketed and that this is contributing to the increase in US consumer prices. We estimate, however, that this increase in shipping costs as a share of GDP is no more than a quarter of the impact of the 1973 increase in oil prices, without the attendant negative effects on US goods-producing employment that occurred in the 1970s. If anything, surging shipping costs create an incentive to re-shore manufacturing production, which would contribute positively to US goods-producing employment. We also do not expect the rise in shipping costs to be meaningfully permanent, i.e., shipping costs may ultimately settle at a higher level than they were in late-2019, but at a much lower level than what prevails today. Chart II-11A Tight Labor Market Is Causing Wage Growth To Pick Up A Tight Labor Market Is Causing Wage Growth To Pick Up A Tight Labor Market Is Causing Wage Growth To Pick Up Semiconductor and labor shortages would appear to represent a more salient threat of stagflation in the US, as the domestic production of motor vehicles cannot occur without key inputs and a tight labor market is already contributing to an acceleration in wage growth (Chart II-11). As we noted in Section 1 of our report, auto production significantly impacted growth in the third quarter. However, Chart II-12 highlights that, for now, the breadth of impact of these shortages appears to be limited: the production component of the ISM manufacturing index remains in expansionary territory, industrial production of durable manufacturing excluding motor vehicles and parts has not broken down, and both housing starts and building permits remain above pre-pandemic levels despite this year’s downtrend in permits. Chart II-12Shortages Do Not Yet Seem To Be Broad-Based Shortages Do Not Yet Seem To Be Broad-Based Shortages Do Not Yet Seem To Be Broad-Based A physical shortage of components is a less relevant factor for the services side of the economy, which appears to have re-accelerated meaningfully in October. The services sector is more considerably impacted by shortages in the labor market, which seem to be linked to a still-low labor force participation rate. We noted in our September report that the decline in the participation rate has significantly overshot what would be implied by the ongoing pace of retirements. Chart II-13 highlights that this has occurred not just because of a significant retirement effect, but also because of the shadow labor force (people who want a job but are not currently looking for work) and family responsibilities. We expect that the recent expiry of expanded unemployment insurance benefits, a steady rise in the immunity of the US population, an abating Delta wave of COVID-19, and a likely upcoming reduction in school/classroom closures once the Pfizer/BioNTech vaccine is approved for school-age children will likely ease the labor shortage issue over the coming several months. Chart II-13 Output Gap Uncertainty It remains a debate among economists why policymakers maintained such easy monetary policy in the 1960s and 1970s, but Chart II-14 highlights that uncertainty about the size of the output gap may have contributed to too-low interest rates. The chart shows the unemployment rate compared with today's estimate of NAIRU, alongside a simple proxy for policymakers’ real time estimate of the natural rate of employment: the cumulative average unemployment rate in the post-war environment. To the extent that policymakers used past averages of the unemployment rate as their guide for NAIRU, Chart II-14 highlights how they may have underestimated the degree to which output was running above its potential level in the 1960s, and would not have even concluded that output was above potential in the early 1970s. Chart II-14Policymakers Overestimated Labor Market Slack In The 60s And 70s Policymakers Overestimated Labor Market Slack In The 60s And 70s Policymakers Overestimated Labor Market Slack In The 60s And 70s Chart II-15Policymakers Know That NAIRU Is Likely At Or Below 4% Policymakers Know That NAIRU Is Likely At Or Below 4% Policymakers Know That NAIRU Is Likely At Or Below 4% Today, the environment is quite different, because the acceleration in wage growth at the tail end of the last expansion gives policymakers and investors a good estimate of where NAIRU is. Chart II-15 highlights that wage growth accelerated in 2018/2019 in response to a sub-4% unemployment rate, which is consistent with both the Fed’s NAIRU estimate of 3.5-4.5% and Fed Vice Chair Richard Clarida’s expressed view that a 3.8% unemployment rate likely constitutes maximum employment (barring any issues with the breadth and inclusivity of the labor market recovery). It is possible that the pandemic has structurally lowered potential output, which could mean that policymakers may no longer rely on the wage growth / unemployment relationship that existed in the latter phase of the last expansion. However, we do not find any credible arguments that would support the notion of a structurally lower level of potential output: the pandemic is likely to end at some point in the not-too-distant future, the negative impact of working-from-home policies on office properties and employment in central business districts is not sizeable,5 and productivity may have permanently increased in some industries because of the likely stickiness of a hybrid work culture. The Behavior Of Inflation Expectations Chart II-16Rising Long-Term Expectations Have Merely Normalized (For Now) Rising Long-Term Expectations Have Merely Normalized (For Now) Rising Long-Term Expectations Have Merely Normalized (For Now) One parallel to the argument that policymakers may have underestimated the degree of labor market tightness in the 1960s and early 1970s is the fact that they did not yet understand that inflation expectations are an important determinant of actual inflation, nor were they able to monitor them even if they did. Most credible surveys of inflation expectations began in the 1980s, and policymakers in the 1960s and 1970s were guided by the original Phillips Curve that solely related inflation to unemployment. Today, policymakers have the experience of the stagflationary episode to serve as a warning not to allow inflation expectations to get out of control, and both policymakers and investors have reliable measures of inflation expectations for households and market-participants. Chart II-16 highlights that households expect significant inflation over the coming year, but also expect prices over the longer term to rise at a pace that is almost exactly in line with their average from 2000-2014. The Rudd Controversy: (Adaptive) Inflation Expectations Do Matter One potential criticism of the idea that inflation expectations are signaling a low risk of higher future inflation has emerged through arguments made by Jeremy Rudd, a Federal Reserve economist. In a recent paper, Rudd questioned the view that households’ and firms’ expectations of future inflation are a key determinant of actual inflation; he suggested instead that relatively stable inflation since the mid-1990s might reflect a situation in which inflation simply does not enter workers’ employment decisions and expectations are irrelevant. Rudd’s paper was primarily addressed to policymakers who view inflation dynamics in a highly quantitative light. A full response to the paper would be mostly academic and thus not especially relevant to investors; however, we would like to highlight three points related to the Rudd piece that we feel are important.6 First, we disagree with Rudd’s argument that the trend in inflation has not responded to changes in economic conditions since the mid-1990s. Chart II-17 highlights that while the magnitude of the relationship has shifted, the trend in inflation relative to a measure of long-term expectations based on prior actual inflation has mimicked that of the output gap. The fact that inflation was (ironically) too high during the early phase of the last economic cycle provides some support for Rudd’s inflation responsiveness view, although we would still point toward the Fed’s strong record of maintaining low and stable inflation, its active communication with the public in the years following the global financial crisis, and the fact that a recovery began and the output gap began to (slowly) close as the best explanation for the avoidance of deflation during that period. Second, we agree with Rudd’s point that regime shifts in inflation’s responsiveness to economic conditions can occur, and that adaptive measures of inflation expectations, and even surveys of inflation, may not capture such a shift in real time. Chart II-18 shows that the 2014-2016 period was a good example of this, when adaptive expectations as well as household survey measures of long-term inflation expectations both lagged the actual decline in inflation that was caused by a collapse in the price of oil. Chart II-17The Trend In Inflation Continues To Respond To Economic Conditions The Trend In Inflation Continues To Respond To Economic Conditions The Trend In Inflation Continues To Respond To Economic Conditions Chart II-18Surveyed Inflation Expectations Can Lag, But This Time They Led Surveyed Inflation Expectations Can Lag, But This Time They Led Surveyed Inflation Expectations Can Lag, But This Time They Led But Chart II-18 also shows that long-term household survey measures of inflation led the rise in actual inflation (and thus our adaptive expectations measure) last year, underscoring that these measures are likely more reliable indicators today of whether a major regime shift is occurring. As noted above, long-term expectations have risen significantly relative to what prevailed prior to the pandemic, but this has merely raised expectations from extraordinarily depressed levels back to the average that prevailed prior to (and immediately after) the global financial crisis. Therefore, household expectations are not yet at dangerous levels. Chart II-19Unit Labor Costs Modestly Lead Inflation, But Are Far From Extreme Unit Labor Costs Modestly Lead Inflation, But Are Far From Extreme Unit Labor Costs Modestly Lead Inflation, But Are Far From Extreme Third, one of the core observations in Rudd’s paper is that unit labor cost (ULC) growth leads the trend in inflation, which he argued was evidence against the idea that expectations of future inflation are a key determinant of actual inflation. Chart II-19 highlights that Rudd is correct that ULC growth modestly leads inflation (especially core inflation), but we disagree with his conclusion that it argues against the importance of expectations. As we noted in Section 2 of our January 2021 Bank Credit Analyst,7 one crucial aspect of the expectations-augmented, or “modern-day” Phillips Curve is that, if inflation expectations are largely formed based on the experience of past inflation, then inflation is ultimately determined by three dimensions of the output gap: whether it is rising or falling, whether it is above or below zero, and how long it has been above or below zero. Our view is that ULC growth is fundamentally linked to slack in the labor market, which is directly incorporated in output gap measures. As we noted above, investors currently have a good estimate of the magnitude of the output/employment gap, meaning that it is possible to track the inflationary consequences of prevailing aggregate demand. As a final point about ULC growth, Chart II-19 highlights that while the five-year CAGR of unit labor costs is currently running at its strongest pace since the global financial crisis, investors should note that it remains well below the levels that prevailed in the late-1960s when persistently above-potential output laid the groundwork for a massive inflationary overshoot. Conclusions And Investment Strategy Our review of the 1960s and 1970s highlights that stagflation is a phenomenon in which supply-side shocks raise prices of key inputs to production, which lowers output and raises unemployment. Energy price shocks in the 1970s occurred after a long period of policy-driven above-trend growth in the 1960s, meaning that both demand-pull and cost-push inflation contributed to stagflation in the 1970s. Today, investors cannot rule out the possibility of a stagflationary outcome, for four reasons: long-term household inflation expectations have risen significantly over the past year; fiscal policy has been very expansionary; monetary policy will remain expansionary at the Fed’s projected terminal Fed funds rate; and component shortages and price increases linked to energy market and supply chain disruptions may persist or worsen over the coming year. Chart II-20It Is Not Stagflation If The Unemployment Rate Continues To Fall It Is Not Stagflation If The Unemployment Rate Continues To Fall It Is Not Stagflation If The Unemployment Rate Continues To Fall However, the strong demand-pull inflationary dynamics that existed in the late-1960s were mostly absent in the lead-up to the pandemic, supply-chain issues are in part the result of strong goods demand and disruptions that are clearly linked to the pandemic (and thus will eventually dissipate), and long-term inflation expectations are behaving differently than short-term expectations, signaling that economic agents do not expect severe price pressures to persist beyond the pandemic. Policymakers also have more visibility about the magnitude of economic / labor market slack than they did during the stagflationary era and better tools to track inflation expectations. On balance, this points to a stagflationary outcome over the coming 6-24 months as a risk, but not as a likely event. Using the Misery Index as real-time stagflation indicator, investors should note that the US economy is not likely experiencing true stagflation unless the unemployment rate rises. Chart II-20 highlights that there is no evidence yet of a contraction in goods-producing or service-producing jobs. Even if goods-producing employment slows meaningfully over the coming few months as a result of component shortages, the unemployment rate is still likely to fall if services spending normalizes, as it would imply that the gap in services-producing employment, which is currently 20% of the level of pre-pandemic goods-producing employment, will continue to close. Investors have been focused on the issue of stagflation because its occurrence would imply a sharply negative correlation between stock prices and bond yields. This is not our base case view, but we have highlighted that months with negative returns from both stocks and long-maturity bonds tend to be associated with periods of monetary policy tightening (or in anticipation of such periods). As we discussed in Section 1 of our report, we do expect the Fed to raise interest rates next year. We do not see a rise in bond yields to levels implied by the Fed’s interest rates projections as being seriously threatening to economic activity, corporate earnings growth, or equity multiples. But the adjustment to higher long-maturity bond yields may unnerve equity investors for a time, implying temporary periods of a negative stock price / bond yield correlation. Table II-2 highlights that, since 1980, commodities, the US dollar, and the Swiss franc have typically earned positive returns during non-recessionary months in which stock and long-maturity bond returns are negative. While the dollar is not likely to perform well in a stagflationary scenario, Chart II-21 highlights that CHF-USD and industrial commodities performed quite well in the late-1970s. As such, a portfolio of these three assets might serve as a useful hedge for investors who are concerned about absolute return prospects in a world in which long-maturity bond yields are rising and risks of stagflationary dynamics are present. Chart II- Chart II-21The Swiss Franc and Raw Industrials Did Well During The Stagflationary Era The Swiss Franc and Raw Industrials Did Well During The Stagflationary Era The Swiss Franc and Raw Industrials Did Well During The Stagflationary Era Jonathan LaBerge, CFA Vice President The Bank Credit Analyst III. Indicators And Reference Charts BCA’s equity indicators highlight that the “easy” money from expectations of an eventual end to the pandemic have already been made. Our technical, valuation, and sentiment indicators remain very extended, highlighting that investors should expect positive but modest returns from stocks over the coming 6-12 months. Our monetary indicator has retreated below the boom/bust line, although this mostly reflects the use of producer prices to deflate money growth. In nominal terms, the supply of money continues to grow. Still, the retreat in the indicator over the past year highlights that the monetary policy stance is likely to shift in a tighter direction over the coming year. Forward equity earnings are pricing in a substantial further rise in earnings per share. Net earnings revisions and net positive earnings surprises appear to have peaked, but there is not yet any meaningful sign of waning forward earnings. Bottom-up analyst earning expectations remain too high, but stocks are likely to be supported by robust revenue growth over the coming year. Within a global equity portfolio, we would continue to recommend that investors position for the underperformance of financial assets that are negatively correlated with long-maturity government bond yield. The US 10-Year Treasury yield remains above its 200-day moving average after failing to break meaningfully below it. 10-Year Treasury Yields remain below the fair value implied by a late-2022 rate hike scenario, underscoring that a move higher over the coming year is likely. However, most of the recent move higher in government bond yields has occurred due to rising inflation expectations, whereas the increase in yields over the coming year will likely occur in real terms. Commodity prices remain elevated, and our composite technical indicator highlights that they are still overbought. An eventual slowdown in US goods spending, coupled with eventual supply-chain normalization and the absence of a significant reflationary impulse from Chinese policy, may weigh on commodity prices at some point over the coming 6-12 months. US and global LEIs remain very elevated but have started to roll over. Our global LEI diffusion index has declined very significantly, but this likely reflects the outsized impact of a few emerging market countries (whose vaccination progress is still lagging). Still-strong leading and coincident indicators underscore that the global demand for goods is robust, and that output is below pre-pandemic levels in most economies because of very weak services spending. The latter will recover significantly at some point over the coming year, as social distancing and other pandemic control measures disappear. EQUITIES: Chart III-1US Equity Indicators US Equity Indicators US Equity Indicators Chart III-2Willingness To Pay For Risk Willingness To Pay For Risk Willingness To Pay For Risk Chart III-3US Equity Sentiment Indicators US Equity Sentiment Indicators US Equity Sentiment Indicators Chart III-4US Stock Market Breadth US Stock Market Breadth US Stock Market Breadth Chart III-5US Stock Market Valuation US Stock Market Valuation US Stock Market Valuation Chart III-6US Earnings US Earnings US Earnings Chart III-7Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Chart III-8Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance FIXED INCOME: Chart III-9US Treasurys And Valuations US Treasurys And Valuations US Treasurys And Valuations Chart III-10Yield Curve Slopes Yield Curve Slopes Yield Curve Slopes Chart III-11Selected US Bond Yields Selected US Bond Yields Selected US Bond Yields Chart III-1210-Year Treasury Yield Components 10-Year Treasury Yield Components 10-Year Treasury Yield Components Chart III-13US Corporate Bonds And Health Monitor US Corporate Bonds And Health Monitor US Corporate Bonds And Health Monitor Chart III-14Global Bonds: Developed Markets Global Bonds: Developed Markets Global Bonds: Developed Markets Chart III-15Global Bonds: Emerging Markets Global Bonds: Emerging Markets Global Bonds: Emerging Markets CURRENCIES: Chart III-16US Dollar And PPP US Dollar And PPP US Dollar And PPP Chart III-17US Dollar And Indicator US Dollar And Indicator US Dollar And Indicator Chart III-18US Dollar Fundamentals US Dollar Fundamentals US Dollar Fundamentals Chart III-19Japanese Yen Technicals Japanese Yen Technicals Japanese Yen Technicals Chart III-20Euro Technicals Euro Technicals Euro Technicals Chart III-21Euro/Yen Technicals Euro/Yen Technicals Euro/Yen Technicals Chart III-22Euro/Pound Technicals Euro/Pound Technicals Euro/Pound Technicals COMMODITIES: Chart III-23Broad Commodity Indicators Broad Commodity Indicators Broad Commodity Indicators Chart III-24Commodity Prices Commodity Prices Commodity Prices Chart III-25Commodity Prices Commodity Prices Commodity Prices Chart III-26Commodity Sentiment Commodity Sentiment Commodity Sentiment Chart III-27Speculative Positioning Speculative Positioning Speculative Positioning ECONOMY: Chart III-28US And Global Macro Backdrop US And Global Macro Backdrop US And Global Macro Backdrop Chart III-29US Macro Snapshot US Macro Snapshot US Macro Snapshot Chart III-30US Growth Outlook US Growth Outlook US Growth Outlook Chart III-31US Cyclical Spending US Cyclical Spending US Cyclical Spending Chart III-32US Labor Market US Labor Market US Labor Market Chart III-33US Consumption US Consumption US Consumption Chart III-34US Housing US Housing US Housing Chart III-35US Debt And Deleveraging US Debt And Deleveraging US Debt And Deleveraging Chart III-36US Financial Conditions US Financial Conditions US Financial Conditions Chart III-37Global Economic Snapshot: Europe Global Economic Snapshot: Europe Global Economic Snapshot: Europe Chart III-38Global Economic Snapshot: China Global Economic Snapshot: China Global Economic Snapshot: China Jonathan LaBerge, CFA Vice President The Bank Credit Analyst   Footnotes 1  Please see Section 1 of the September 2021 Bank Credit Analyst for a detailed discussion of the US immunity level. 2  Please see US Equity Strategy "Marginally Worse," dated October 11, 2021, available at uses.bcaresearch.com 3  “Summers Sees ‘Least Responsible’ Fiscal Policy in 40 Years,” Bloomberg News, March 20, 2021. 4 Please see The Bank Credit Analyst “R-star, And The Structural Risk To Stocks,” dated March 31, 2021, available at bca.bcaresearch.com 5 Please see The Bank Credit Analyst “Work From Home “Stickiness” And The Outlook For Monetary Policy,” dated June 24, 2021, available at bca.bcaresearch.com 6 Rudd, Jeremy B. (2021). “Why Do We Think That Inflation Expectations Matter for Inflation? (And Should We?),” Finance and Economics Discussion Series 2021-062. Washington: Board of Governors of the Federal Reserve System. 7  Please see The Bank Credit Analyst “The Modern-Day Phillips Curve, Future Inflation, And What To Do About It,” dated December 18, 2021, available at bca.bcaresearch.com EQUITIES:FIXED INCOME:CURRENCIES:COMMODITIES:ECONOMY:

In lieu of next week’s report, I will be presenting the quarterly Counterpoint webcast titled ‘Where Is The Groupthink Wrong? (Part 2)’. I do hope you can join. Highlights If a continued surge in the oil price – or other commodity or goods prices – started driving up the 30-year T-bond yield, the markets and the economy would feel the pain. We reiterate that the pain point at which the Fed would be forced to volte-face is only around 30 bps away on the 30-year T-bond, equal to a yield of around 2.4-2.5 percent. That would be a great buying opportunity for bonds. Given the proximity of this pain point, it is too late to short bonds, or for equity investors to rotate into value and cyclical equity sectors. That tactical opportunity has almost played out. On a 6-month and longer horizon, equity investors should prefer long-duration defensive sectors such as healthcare. Chinese long-duration bond yields are on a structural downtrend. Fractal analysis: The Korean won is oversold. Feature Many people have noticed the suspicious proximity of oil price surges to subsequent economic downturns – most recently, the 1999-2000 trebling of crude and the subsequent 2000-01 downturn, and the 2007-2008 trebling of crude and the subsequent 2008-09 global recession. Begging the question, should we be concerned about the trebling of the crude oil price since March 2020? Of course, we know that the root cause of both the 2000-01 downturn and the 2008-09 recession was not the oil price surge that preceded them. As their names make crystal clear, the 2001-01 downturn was the dot com bust and the 2008-09 recession was the global financial crisis. And yet, and yet… while the oil price surge was not the culprit, it was certainly the accessory to both murders, by driving up the bond yield and tipping an already fragile market and economy over the brink. Today, could oil become the accessory to another murder? (Chart I-1) Chart I-1AOil Was The Accessory To The Murder In 2008... Oil Was The Accessory To The Murder In 2008... Oil Was The Accessory To The Murder In 2008... Chart I-1B...Could It Become The Accessory To Another Murder? ...Could It Become The Accessory To Another Murder? ...Could It Become The Accessory To Another Murder?   Oil Is The Accessory To Many Murders Turn the clock back to the 1970s, and it might seem more straightforward that the recession of 1974 was the direct result of the oil shock that preceded it. Yet even in this case, we can argue that oil was the accessory, rather than the true culprit of that murder. It is correct that the specific timing, magnitude, and nature of OPEC supply cutbacks were closely related to geopolitical events – especially the US support for Israel in the Arab-Israeli war of October 1973. Yet as neat and popular as this explanation is, it ignores a bigger economic story: the collapse in August 1971 of the Bretton Woods ‘pseudo gold standard’, which severed the fixed link between the US dollar and quantities of commodities. To maintain the real value of oil, the OPEC countries were raising the price of crude oil well before October 1973. Meaning that while geopolitical events may have influenced the precise timing and magnitude of price hikes, OPEC countries were just ‘staying even’ with the collapsing real value of the US dollar, in which oil was priced. Seen in this light, the true culprit of the recession was the collapse of the Bretton Woods system, and the oil price surge through 1973-74 was just the accessory to the murder (Chart I-2). Chart I-2In 1973-74, OPEC Was Just 'Staying Even' With A Collapsing Real Value Of The Dollar In 1973-74, OPEC Was Just 'Staying Even' With A Collapsing Real Value Of The Dollar In 1973-74, OPEC Was Just 'Staying Even' With A Collapsing Real Value Of The Dollar A quarter of a century later in 1999, the oil price again trebled within a short time span – and by the turn of the millennium, the ensuing inflationary fears had pushed up the 10-year T-bond yield from 4.5 percent to almost 7 percent (Chart I-3). With stocks already looking expensive versus bonds, it was this increase in the bond yield – rather than a decline in the equity earnings yield – that inflated the equity bubble to its bursting point in early 2000 (Chart I-4). Chart I-3In 1999, As Oil Surged, So Did The Bond Yield... In 1999, As Oil Surged, So Did The Bond Yield... In 1999, As Oil Surged, So Did The Bond Yield... Chart I-4...Making Expensive Equities Even More Expensive ...Making Expensive Equities Even More Expensive ...Making Expensive Equities Even More Expensive To repeat, for the broader equity market, the last stage of the bubble was not so much that stocks became more expensive in absolute terms (the earnings yield was just moving sideways). Rather, stock valuations worsened markedly relative to sharply higher bond yields. Seen in this light, the oil price surge through 1999 was once again the accessory to the murder. Eight years later in 2007-08, the oil price once again trebled with Brent crude reaching an all-time high of $146 per barrel in July 2008. Again, the inflationary fears forced the 10-year T-bond yield to increase, from 3.25 percent to 4.25 percent during the early summer of 2008 (Chart I-5) – even though the Federal Reserve was slashing the Fed funds rate in the face of an escalating financial crisis (Chart I-6). Chart I-5In 2008, As Oil Surged, So Did The Bond Yield... In 2008, As Oil Surged, So Did The Bond Yield... In 2008, As Oil Surged, So Did The Bond Yield... Chart I-6...Even Though The Fed Was Slashing Rates In The Face Of A Financial Crisis ...Even Though The Fed Was Slashing Rates In The Face Of A Financial Crisis ...Even Though The Fed Was Slashing Rates In The Face Of A Financial Crisis Suffice to say, driving up bond yields in the summer of 2008 – in the face of the Fed’s aggressive rate cuts and a global financial system teetering on the brink – was not the smartest thing that the bond market could do. On the other hand, neither could it override its Pavlovian fears of the oil price trebling. Seen in this light, the oil price surge through 2007-08 was once again the accessory to the murder. Inflationary Fears May Once Again Lead To Murder Fast forward to today, and the danger of the recent trebling of the oil price comes not from the oil price per se. Instead, just as in 2000 and 2008, the danger comes from its potential to drive up bond yields, which can tip more systemically important economic and financial fragilities over the brink. One such fragility is the extreme sensitivity of highly-valued growth stocks to the 30-year T-bond yield, as explained in The Fed’s ‘Pain Point’ Is Only 30 Basis Points Away. On this note, one encouragement is that while shorter duration yields have risen sharply through October, the much more important 30-year T-bond yield has just gone sideways. A much bigger systemic fragility lies in the $300 trillion global real estate market, as explained in The Real Risk Is Real Estate (Part 2). Specifically, the global real estate market has undergone an unprecedented ten-year boom in which prices have doubled in every corner of the world. Over the same period, rents have risen by just 30 percent, which has depressed the global rental yield to an all-time low of 2.5 percent. Structurally depressed rental yields are justified by structurally depressed 30-year bond yields. Therefore, any sustained rise in 30-year bond yields risks undermining the foundations of the $300 trillion global real estate market (Chart I-7). Chart I-7Structurally Depressed Rental Yields Are Justified By Structurally Depressed 30-Year Bond Yields Structurally Depressed Rental Yields Are Justified By Structurally Depressed 30-Year Bond Yields Structurally Depressed Rental Yields Are Justified By Structurally Depressed 30-Year Bond Yields Nowhere is this truer than in China, where prime real estate yields in the major cities are at a paltry 1 percent. In this context, the recent woes of real estate developer Evergrande are just the ‘canary in the coalmine’ warning of an extremely fragile Chinese real estate sector. This will put downward pressure on China’s long-duration bond yields. As my colleague, BCA China strategist, Jing Sima, points out, “Chinese long-duration bond yields are on a structural downtrend…yields are likely to move structurally to a lower bound.” But it is not just in China. Real estate is at record high valuations everywhere and contingent on no major rise in long-duration bond yields. In the US, there is a tight relationship between the (inverted) 30-year bond yield and mortgage applications for home purchase (Chart I-8), and a tight relationship between mortgage applications for home purchase and building permits (Chart I-9). Thereby, higher bond yields threaten not only real estate prices. They also threaten the act of building itself, an important swing factor in economic activity. Chart I-8The Bond Yield Drives Mortgage Applications... The Bond Yield Drives Mortgage Applications... The Bond Yield Drives Mortgage Applications... Chart I-9...And Mortgage Applications Drive Building Permits ...And Mortgage Applications Drive Building Permits ...And Mortgage Applications Drive Building Permits To repeat, focus on the 30-year T-bond yield – as this is the most significant driver for both growth stock valuations, and for real estate valuations and activity. To repeat also, the 30-year T-bond yield has been generally well-behaved over the past few months. But if a continued surge in the oil price – or other commodity or goods prices – started driving up the 30-year T-bond yield, the markets and the economy would feel pain. And at some point, this pain would force the Fed to volte-face. We reiterate that this pain point is only around 30 bps away, equal to a yield on 30-year T-bond of around 2.4-2.5 percent – a level that would be a great buying opportunity for bonds. Given the proximity of this pain point, it is too late to short bonds or for equity investors to rotate into value and cyclical equity sectors. That tactical opportunity has almost played out. On a 6-month and longer horizon, equity investors should prefer long-duration defensive sectors such as healthcare. The Korean Won Is Oversold Finally, in this week’s fractal analysis, we note that the Korean won is oversold – specifically versus the Chinese yuan on the 130-day fractal structure of that cross (Chart I-10). Chart I-10The Korean Won Is Oversold The Korean Won Is Oversold The Korean Won Is Oversold Given that previous instances of such fragility have reliably indicated trend changes, this week’s recommended trade is long KRW/CNY, setting the profit target and symmetrical stop-loss at 2 percent.   Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Fractal Trading System Fractal Trades 6-Month Recommendations Structural Recommendations Closed Fractal Trades   Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields ##br##- Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Chart II-2Indicators To Watch - Bond Yields ##br##- Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Chart II-3Indicators To Watch - Bond Yields ##br##- Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Chart II-4Indicators To Watch - Bond Yields ##br##- Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations  

Having worked as an economist for close to 50 years, the current strange and uncertain environment seems a good time to look back and consider some of the lessons I have learned. An additional reason for writing this rather personal report is that, after 34 exciting and interesting years, I will retire from BCA at the end of this month. Over the ages, there has been an insatiable demand for predictions – seeking those who are believed to have a window into the future, whether it be the Oracle of Delphi or the proverbial guru on the mountaintop. Surely, someone somewhere must know what is going to happen? Unfortunately, my almost half century in the forecasting business has highlighted that the future is essentially unknowable, and I have not come across anyone with a consistently good track record. Fortunately, all is not lost because forecasting errors can be minimized by following some basic rules and practices. Dealing With Shocks Chart 1My First Forecasting Shock My First Forecasting Shock My First Forecasting Shock My career as an economist began in January 1973 when I joined the Forecasting Division within the Corporate Planning Department of British Petroleum in London. At the time, this seemed a strange move to friends who had entered the booming financial sector. The oil industry was regarded as incredibly dull with the crude price averaging $2.50 a barrel during the previous five years and no expectations of a major change in the foreseeable future (Chart 1). Of course, industry experts did not foresee the October 1973 war in the Middle East and OPEC’s resulting embargo of oil deliveries to the US. The crude price spiked above $15 a barrel in early 1974 and remained in double digits even after the embargo ended. This was my first lesson in the power of unforeseen shocks to destroy the basis of current forecasts and force a complete rethink of the outlook. A problem in dealing with major shocks is that some are transitory (e.g. natural disasters such as Japan’s devastating Fukushima earthquake) and some reflect a structural shift in the outlook. The oil shock was clearly in the latter category. OPEC suddenly became aware of its power to influence the market and from that time on, it took a more aggressive role in setting prices. At BP, long-run planning could not assume a return to pre-1974 prices and that was a game changer. In practice, most shocks are transitory, even if it is not evident at the time. And I believe that is true of the Covid-19 pandemic. Even if the virus cannot be eradicated, treatments will improve and we will learn to live with it, just as we live with the common cold and seasonal flu. There may be a lasting impact on some areas such as increased working from home, but I am skeptical that there will be any major change to the underlying drivers of economic growth. At most, it may encourage some trends that are already underway. However, the extreme policy response to the crisis will have some important effects and I will return to that later. Catching Structural Shifts Many economists spend much of their time making detailed economic forecasts for the coming one and two years. That may have great value in helping firms plan production schedules but is of limited value in helping investors time the market. As I have noted in previous reports, economists have done a poor job of forecasting recessions, which is the most important thing to get right from a planning point of view. Table 1 shows the recession forecasting record of the Federal Reserve, an institution that has tremendous economic brainpower and resources at its disposal. The Fed staff failed to predict any of the recessions in the past 50 years and other official and private sector forecasters were no better. Table 1Fed Economic Forecasts vs. Outcomes Perspectives From A Long Career Perspectives From A Long Career BCA has wisely eschewed short-term economic forecasts. You would never read in a BCA publication a statement such as “we have revised next year’s GDP growth from 3.2% to 2.7%”. That does not mean we don’t care about the short-run economic outlook: we believe it is necessary to have a view about whether the consensus on economic trends is likely to be disappointed - either on the upside or downside. However, it is more important to focus on catching the long-term structural shifts in economic trends. Looking back over the past 50 years, the most important economic development for investors to get right was the rising inflation of the 1970s and its subsequent multi-decade decline. Any investors smart enough to be on the right side of the long-run inflation cycle would have avoided stocks and bonds and embraced commodities in the 1970s and done the reverse thereafter. While BCA’s track record was not perfect, it generally was on the right side of these trends. Another long-run trend that investors needed to identify was the surge in global trade and interdependence, beginning in the 1990s as former-communist countries and China embraced more market-friendly policies. This not only reinforced global disinflation but also shifted economic power from labor to capital, driving profit margins to record levels. Chart 2The Retreat From Globalization The Retreat From Globalization The Retreat From Globalization Turning to the current environment, another structural shift is underway. Several years ago, we noted that the tide was turning against globalization. This showed up in a decline in cross-border capital flows, political and popular antipathy to large-scale immigration, and a flattening in the ratio of global trade to production (Chart 2). Recent developments have exacerbated these trends. Notably, the Covid-related disruptions to supply chains has forced a rethink about the wisdom of relying so heavily on foreign production facilities. The shift away from globalization is likely to persist for some time. This will support the case for a structural increase in inflation, a development underpinned by other forces. For example, the pendulum is swinging away from capital back to labor, central banks are setting themselves up to stay too easy for too long and crushing public sector debt burdens will make policymakers more willing to tolerate inflation overshoots. A structural increase in inflation (albeit nowhere near 1970’s levels) means that investors should expect a further decline in profit margins, higher interest rates and gains in inflation hedges. This will be a gradual shift with price pressures likely to moderate in the coming year as supply chain disruptions ease. Ignore Monetary Policy At Your Peril The level of interest rates is the single most important driver of asset prices which means that investors must pay close attention to central bank policy. During my career I have had a lot of contact with central bankers, not least because I was fortunate enough to attend the Federal Reserve’s Jackson Hole symposium for 18 years. Central bankers tend to be treated with great professional reverence. Every statement is examined for nuances about their views and there seems to be an implicit assumption that superior access to information and market intelligence gives them an edge when it comes to understanding economic trends and developments. Sadly, this is not the case. My many discussions with senior policymakers have made it abundantly clear that regarding the big questions about the outlook, they are no better placed than the rest of us. For example, like forecasters in general, they are struggling to know whether the recent rise in inflation is temporary, when supply chain disruptions will end and what will happen to resource prices. This is rather disconcerting as it would be desirable if those twiddling the policy dials were more informed than us outside observers. Chart 3Low Rates Underpin the Bull Market Low Rates Underpin the Bull Market Low Rates Underpin the Bull Market Regardless of whether policymakers fully understand the long-run implications of their policies, the actions of central bankers have major market effects. One might reasonably have thought that the adverse economic impact of the pandemic would seriously damage the stock market, but the hit was short-lived with the MSCI All-Country Index currently 27% above its end-2019 level and close to its all-time high. This can be attributed to the fact that short-term interest rates in the major developed economies have been kept close to zero for more than a year (Chart 3). In 1852, the eminent financial journalist Walter Bagehot famously quipped that “John Bull can stand many things, but he can’t stand 2%”. In other words, a world of low interest rates is anathema to investors, forcing them to take greater risks in order to secure higher returns. What was true then remains true today. Low rates have driven investors into stocks as an explicit objective of central bank policy. Chart 4Inflation Undershoots For Two Decades Inflation Undershoots For Two Decades Inflation Undershoots For Two Decades In the 1960s and 1970s, central bankers erred by keeping policy too easy for too long. Their formative years as policymakers were in the earlier decades when deflation was seen as a much bigger threat than inflation. This dulled their perception about the inflation risks of their policies. In contrast, the policymakers in charge during the 1980s to 2000s were fiercely anti-inflationary as they had experienced the inflationary consequences of their predecessors. Now the pendulum has swung back again because inflation has underperformed central bank expectations for the past 20 years, a period that also saw some severe deflationary shocks (Chart 4). In other words, the scene is setting up again for policy errors on the side of too much monetary stimulus and higher inflation. The high inflation of the 1970s was grim for financial assets with both equities and bonds delivering negative real returns. Bond investors underestimated the persistence and level of inflation which means they accepted ex-ante negative real yields. On the equity side, higher inflation did tremendous damage to corporate finances because of rising costs and the failure of companies to set aside enough for depreciation. Inflation accounting did not exist in those days and corporate restructuring had yet to occur. There is now much more awareness of inflation risks and accounting is better. Thus, inflation will be much less damaging to equities than before. However, we have returned to negative bond yields, largely as a result of policy-imposed financial repression rather than investor complacency. In other words, a new inflation cycle likely will be more damaging to bonds than stocks. What About Debt? On joining BCA, I had to learn about “The Debt Supercycle”, a term the company developed in the 1970s to describe the role of policy in feeding a seemingly never-ending cycle of increased leverage, resulting financial vulnerability and ever-desperate measures by policymakers to keep things afloat. This was well highlighted by the Fed’s response to the bursting of the tech bubble in the early 2000s when it kept interest rates at historically low rates even as the economy recovered. This helped create the conditions for the subsequent debt-driven housing bubble which led to an even greater policy response when that blew up in 2007-08. The essential message from BCA’s Debt Supercycle thesis is that investors should never underestimate the lengths to which policymakers will go to keep the economic/financial ship afloat. The Debt Supercycle primarily referred to the trend in private sector indebtedness in the US, although it applied to other countries. For example, in 2012, ECB President Mario Draghi noted that he was prepared “to do whatever it takes to preserve the euro”. Chart 5A Shift in the Debt Supercycle A Shift in the Debt Supercycle A Shift in the Debt Supercycle To all intents, the financial crisis of 2007-09 effectively ended the private sector Debt Supercyle in the US. Despite keeping interest rates at extremely low levels, the Fed has been unable to trigger a new upturn to household sector leverage (Chart 5). Corporate debt burdens have risen, but largely for financial engineering purposes (equity buybacks and M&A) rather than capital spending. With the private sector no longer willing or able to go on another debt-fueled spending spree, the public sector has had to take its place. The past decade has witnessed an unprecedented peacetime increase in government deficits and debt. Inevitably, the surge in government debt has fueled bearish predictions of looming financial disaster. However, the same lessons apply regarding private sector excesses: the authorities will go to extreme lengths to prevent financial and economic chaos. The solution to excessive government debt is not to pursue even greater fiscal stimulus. Instead, the solution will be a mix of financial repression, higher inflation and eventually renewed fiscal discipline. That will not rule out periodic crises to force necessary policy actions, but investors should not assume that current high levels of government debt will inevitably lead to financial Armageddon. I apologize if that sounds complacent and I know that our long-standing client Mr. X would take a very different view. Who Is Mr. X? I have been asked countless times over the years whether Mr. X is a real person and, if so, who he is. I have always refused to answer this question, just as Coca Cola Inc. would never reveal the recipe for its drink. After all, it’s interesting to have a little mystery in an otherwise strait-laced business. What I can say is that our end-year conversations with Mr. X have proved invaluable in clarifying our thinking as we prepare our Annual Outlook report. It highlights the need to avoid groupthink and take account of a wide range of views. Mr. X is an interesting character in that he views the world through an Austrian School perspective. This means he favors free market solutions over aggressive policy interventions and has a healthy distrust of both politicians and central bankers. He does not like debt and fears inflation. All this has given him a bearish bias toward risk assets over the past few decades and it has been a perpetual struggle for us to convince him to adopt a more pro-growth investment strategy. That said, he was correctly more bearish than us in late 2007 and while we were not optimistic at that time, we should have paid more attention to his views. We recently held our annual discussion with Mr. X, along with his daughter Ms. X who joined his family office a couple of years ago. She does not share his Austrian School perspective and is much more inclined to take risks, given her hedge fund background. You will discover their latest thinking in our new Outlook report, due to be published next month. Timing The Markets The Bank Credit Analyst began publication in 1949 and it was years ahead of its time in understanding the role of money and credit in driving the economy and asset markets. Its founder, Hamilton Bolton, developed a series of monetary indicators that enabled him to make very prescient market calls and that is what put the company on the map. The focused monetary approach worked very well until the end of the 1970s because banks were the dominant financial intermediary, creating a relatively stable and predictable relationship between trends in money and the financial markets. It all changed with financial deregulation and innovation, beginning in the 1980s. BCA’s monetary indicators no longer worked so well, and we had to adopt a more comprehensive approach. Timing the markets is as much art as science but I would make the following observations: The stance of monetary policy remains the most important factor to consider, despite the less stable relationship between money flows and markets. Current negative real interest rates at a time when the economy is expanding are a powerful incentive to favor risk assets. Valuation is poor indicator of near-run trends. As Keynes famously noted “the stock market can stay irrational longer than you can remain solvent”. I learned that painful lesson in the late 1990s when I advocated caution in the Bank Credit Analyst yet the markets marched ever higher, until they finally broke in early 2000. Not a happy time! Yet, there is a well-established correlation between starting valuations and long-run returns so they cannot be completely ignored (Chart 6). Chart 6Valuation Matters for Long-Run Returns Perspectives From A Long Career Perspectives From A Long Career Chart 7Technicals Still Positive For Stocks Technicals Still Positive For Stocks Technicals Still Positive For Stocks Technical indicators can provide useful information around major turning points, although they are prone to false signals. Investor sentiment typically is at a bullish extreme at market tops and vice versa at bottoms. Also, I remember reading a large tome that reviewed every technical indicator known to man and it concluded that the most reliable one was the humble moving average crossover. Following a simple rule such as acting when the index crosses its 200-day average will keep you out of the market for the bulk of a bear phase and in for the bulk of a bull run. Of course, by definition, it will be a bit late and there will be many whipsaws. Currently, the stock market is above its rising 200-day average and investor sentiment is far from a bullish extreme (Chart 7). Don’t base your market expectations on consensus forecasts for the economy. The economy is a lagging not leading indicator of the markets. However, if your economic view is very different from the consensus, then that should impact your strategy. The bottom line is that there is no magic solution to consistently successful market timing. This explains why 86% of US active equity managers underperformed the benchmark index over the past 10 years, according to S&P Dow Jones data.1 At BCA, we follow a disciplined comprehensive approach that has served us well over the years, but inevitably we also suffer the occasional wobble. Concluding Thoughts Within BCA I have developed a reputation of being the resident bear and that does not bother me at all. It suits my Scottish temperament (probably weather-related), and anyway, I think it is more fun to be bearish. The language of the dark side is very rich and descriptive and it is not a surprise that bad news sells more newspapers than good news. To be bullish when there always are many problems around just makes one sound complacent and out-of-touch. Of course, it is important to get the markets right and I would never take a bearish view just to be different. In practice, I have generally been positive on risk assets, but that has not stopped me from pointing out the downside risks along the way. Perhaps, I have spent too much time talking to Mr. X! I have had much to be thankful for during my career. It has been a great privilege to interact with so many very smart and interesting people and a constantly changing economic and financial environment has kept me fully engaged. Whenever I was foolish enough to think I had things figured out, events taught me otherwise. I may be leaving BCA but will continue to follow economic and market developments with keen interest.   Martin H. Barnes, Senior Vice President Chief Economist mbarnes@bcaresearch.com mhbarnes15@gmail.com   Footnotes 1Detailed data on the performance of active managers are available at https://www.spglobal.com/spdji/en/research-insights/spiva/

Highlights The current burst of inflation in developed economies is due to a (negative) supply shock rather than a (positive) demand shock. Consumer complaints of “poor buying conditions” mean that higher prices will cause demand destruction. Hence, it is extremely dangerous for central banks to respond with the signalling of tighter policy that leads to higher bond yields. The upper limit to the 10-year T-bond yield is no higher than 1.8 percent. Hence, this yield level would be a good cyclical entry point into both stocks and bonds. Continue to underweight consumer discretionary versus the market, given the very tight connection between weaker spending on durables and the underperformance of the goods dominated consumer discretionary sector. Commodities whose prices have not yet corrected are at much greater risk than those whose prices have corrected. Hence a new cyclical recommendation is to go underweight tin versus iron ore. Fractal analysis: Netflix versus Activision Blizzard, and AUD/NZD. Feature Chart of the Week"Buying Conditions Are Poor" "Buying Conditions Are Poor" "Buying Conditions Are Poor" The current burst of inflation in developed economies is due to a (negative) supply shock rather than a (positive) demand shock. Getting this diagnosis right is crucial, because responding to supply shock generated inflation with tighter monetary policy is extremely dangerous. Responding to supply shock generated inflation with tighter monetary policy is extremely dangerous. The current burst of inflation cannot be due to a demand shock. If it was, aggregate demand would be surging. But it is not. For example, in the US, both consumer spending and income lie precisely on their pre-pandemic trend (Chart I-2). Furthermore, consumers are complaining that high prices for household durables, homes, and cars have caused “the poorest buying conditions in decades”, according to the University of Michigan’s latest consumer sentiment survey. If a positive demand shock was boosting incomes relative to prices, consumers would not be making this complaint. Given that they are making this complaint, there is the real risk of demand destruction. Meanwhile, employment remains far below its pre-pandemic trend. For example, in the US, by about 8 million jobs (Chart I-3). How can demand be on trend, but employment so far below trend? As an economic identity, the answer is that productivity has surged. Yet this should come as no surprise, because after recessions, productivity always surges. Chart I-2Demand Is On Trend... Demand Is On Trend... Demand Is On Trend... Chart I-3...But Employment Is Well Below Trend ...But Employment Is Well Below Trend ...But Employment Is Well Below Trend After Recessions, Productivity Always Surges As we explained in What The Olympics Teaches Us About Productivity Growth, productivity growth comes from better biology (which improves both our physical and intellectual capacity), better technology, and finding better ways to do the same thing. Of these three drivers, the first two are continuous processes but the third, finding better ways to do the same thing, is a step function whose up-steps come after disruptive changes in the economy such as recessions (Chart I-4). Chart I-4After Recessions, Productivity Always Surges After Recessions, Productivity Always Surges After Recessions, Productivity Always Surges To do things better, a recession is the necessary catalyst for the wholesale adoption of an existing technology. For example, the mass manufacturing of autos already existed well before the Great Depression, but the Depression catalysed its wholesale adoption. Likewise, word processors existed well before the dot com bust, but the 2000 recession finally killed the office typing pool. In the same way, the technology for remote meetings and online shopping has been around for years, but the pandemic has catalysed its wholesale adoption. Of course, it is sub-optimal to meet people remotely or shop online all the time. But it is also sub-optimal to do these things in-person all the time. The most productive way is some hybrid of remote and in-person, which will differ for each person. The pandemic has given us the opportunity to find this personally optimal hybrid, and thereby to boost our productivity. The current boost to productivity could be larger than those after previous recessions because the pandemic has reshaped the entire economy. The current boost to productivity could be larger than those after previous recessions because the pandemic has forced us all to challenge our best practices. This is different from previous post-recession periods where transformations were focussed in one sector. For example, the 80s recession reshaped manufacturing, the dot com bust changed the technology sector, and the 2008 recession transformed the financial sector. By comparison, the current transformation is reshaping the entire economy. Yet, if productivity is booming, why has inflation spiked? The answer is that we have experienced a massive and unprecedented (negative) supply shock. It’s A Supply Shock, Not A Demand Shock To repeat, there has been no positive shock in aggregate demand. Yet there has been a massive shock in the distribution of this demand. Pandemic restrictions on socialising, interacting, and movement meant that leisure, hospitality, in-person shopping, and travel services were unavailable. As spending on services slumped, consumers shifted their firepower to items that could be enjoyed within the pandemic’s confines; namely, durable goods (Chart I-5). Chart I-5A Massive Displacement In The Distribution Of Demand Led To Supply Shocks A Massive Displacement In The Distribution Of Demand Led To Supply Shocks A Massive Displacement In The Distribution Of Demand Led To Supply Shocks The problem is that modern supply chains have few, if any, built-in redundancies. They are always working ‘just in time’ and cannot cope with any surge in demand. To make matters worse, the type of goods in high demand also shifted: for example, from electronic goods during full lockdown – to cars when lockdowns eased, and people required local mobility. These shifting spikes in demand stressed and indeed snapped fragile supply chains, resulting in skyrocketing prices for durables. To assess the contribution to overall inflation, we need to gauge the deviation from the pre-pandemic trend. Relative to where they would have been, prices are higher by 0.5 percent for services, 1 percent for non- durables, but by a staggering 10 percent for durables. It follows that most of the current burst of inflation is due to the supply shock for durables (Chart of the Week). But now, consumer complaints that “buying conditions are poor” imply that high prices risk demand destruction as people wait for better conditions (lower prices) to make non-essential purchases. In any case, as we learn to live with the pandemic, the shock in the distribution of demand is easing. Meaning that the abnormally high spending on durable goods has a long way to fall. Furthermore, supply bottlenecks always clear as output responds with a lag. This risks unleashing a flood of supply just as higher prices have destroyed demand. Add to this mix a slowdown, or worse a slump, in China’s real estate and construction sector as we highlighted last week in The Real Risk Is Real Estate (Part 2). And the irony is that, for many global sectors, there could be a demand shock after all but it would be a negative demand shock. Three Investment Recommendations As consumers’ current complaints of poor buying conditions testify, the higher prices that come from a supply shock eventually lead to demand destruction. Hence, it is extremely dangerous for central banks to respond with tighter policy, including the signalling of tighter policy that leads to higher bond yields. The higher bond yields will, with a lag, choke demand just as the supply bottlenecks ease and unleash a flood of supply. Resulting in a deflationary shock for the economy, stock market, and commodities (Chart I-6). Chart I-6When Supply Shocks Ease, Prices Slump When Supply Shocks Ease, Prices Slump When Supply Shocks Ease, Prices Slump On this basis, we are making three investment recommendations: The upper limit to the 10-year T-bond is no higher than 1.8 percent, as we detailed in Stocks, Not The Economy, Will Set The Upper Limit To Bond Yields. Hence, this yield level would be a good cyclical entry point into both stocks and bonds. Continue to underweight consumer discretionary plays versus the market, given the very tight connection between spending on durables and the relative performance of the goods dominated consumer discretionary plays in the stock market. As supply shocks always ultimately ease, those commodities whose prices have not yet corrected are at much greater risk than those commodities whose prices have corrected. Specifically, the price of industrial metals such as tin are at their most stretched versus iron ore in a decade (Chart I-7). Moreover, this fragility is confirmed by fractal analysis (Chart I-8 and Chart I-9). Chart I-7Tin Is Very Stretched Versus Iron Ore Tin Is Very Stretched Versus Iron Ore Tin Is Very Stretched Versus Iron Ore Chart I-8Tin Is Fragile Tin Is Fragile Tin Is Fragile Chart I-9Tin Versus Iron Ore Is Fragile Tin Versus Iron Ore Is Fragile Tin Versus Iron Ore Is Fragile Hence, as a new cyclical recommendation, go underweight tin versus iron ore. Netflix Versus Activision Blizzard, And AUD/NZD Are Susceptible To Reversal In pure entertainment plays, the strong outperformance of Netflix versus Activision Blizzard has been fuelled by the delta wave of the virus, which helped Netflix, combined with the Chinese crackdown on gaming companies, which weighed down the whole gaming sector including Activision. The gaming company was also hit by a discrimination lawsuit, which it has now settled. Fractal analysis suggests that this strong outperformance is now fragile. Accordingly, the recommended trade is to short Netflix versus Activision Blizzard, setting a profit target and symmetrical stop-loss at 10 percent (Chart I-10). Chart I-10Netflix Versus Activision Blizzard Is Susceptible To Reversal Netflix Versus Activision Blizzard Is Susceptible To Reversal Netflix Versus Activision Blizzard Is Susceptible To Reversal Meanwhile, in foreign exchange, the recent sell-off in AUD/NZD has reached fragility on the 130-day dimension which has reliably signalled previous reversal points (Chart I-11). Hence, the recommended trade is long AUD/NZD, setting a profit target and symmetrical stop-loss at 2 percent. Chart I-11AUD/NZD Is Likely To Rebound AUD/NZD Is Likely To Rebound AUD/NZD Is Likely To Rebound   Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Fractal Trading System Fractal Trades 6-Month Recommendations Structural And Thematic Recommendations Closed Fractal Trades   Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields ##br##- Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Chart II-2Indicators To Watch - Bond Yields ##br##- Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Chart II-3Indicators To Watch - Bond Yields ##br##- Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Chart II-4Indicators To Watch - Bond Yields ##br##- Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations  

Highlights Commodity markets will face growing supply challenges over the next decade as the US and China prepare for war, if only to deter war. Chinese President Xi Jinping's push for greater self-reliance at home and supply chain security abroad is reinforced by the West’s focus on the same interests. The erosion of a single rules-based global trade system increases the odds of economic and even military conflict. The competition for security is precipitating a reforging of global supply chains and a persistent willingness to use punitive measures, which can escalate into boycotts, embargoes, and even blockades (i.e. not only Huawei). The risk of military engagements will rise, particularly along global chokepoints and sea lanes needed to transport vital commodities. Import dependency and supply chain risk are powerful drivers of decarbonization efforts, especially in China. On net, geopolitical trends will keep the balance of commodity-price risks tilted to the upside. Commodity and Energy Strategy remains long commodity index exposure on a strategic basis via the S&P GSCI and the COMT ETF.  Note: Even in the short term, a higher geopolitical risk premium is warranted in oil prices due to US-Iran conflict. Feature The Chinese Communist Party (CCP) under President Xi Jinping has embarked on a drive toward autarky, or economic self-sufficiency, that has enormous implications, especially for global commodities. Beijing believes it can maintain central control, harness technology, enhance its manufacturing prowess, and grow at a reasonable rate, all while bulking up its national security. The challenge is to maintain social stability and supply security through the transition. China lives in desperate fear of the chaos that reigned throughout most of the twentieth and twenty-first centuries, which also enabled foreign domination (Chart 1). The problem for the rest of the world is that Chinese nationalism and assertive foreign policy are integral aspects of the new national strategy. They are needed to divert the public from social ills and deter foreign powers that might threaten China’s economy and supply security. Chart 1China Fears Any Risk Of Another ‘Century Of Humiliation’ US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand The chief obstacle for China is the United States, which remains the world leader even though its share of global power and wealth is declining over time. The US is formally adopting a policy of confrontation rather than engagement with China. For example, the Biden administration is co-opting much of the Trump administration's agenda. Infrastructure, industrial policy, trade protectionism, and the “pivot to Asia” are now signature policies of Biden as well as Trump (Table 1).1 Table 1US Strategic Competition Act Highlights Return Of Industrial Policy, Confrontation With China US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand Many of these policies are explicitly related to the strategic aim of countering China’s rise, which is seen as vitiating the American economy and global leadership. Biden’s Trump-esque policies are a powerful indication of where the US median voter stands and hence of long-term significance (Chart 2). Thus competition between the US and China for global economic, military, and political leadership is entering a new phase. China’s drive for self-reliance threatens the US-led global trade system, while the US’s still-preeminent geopolitical power threatens China’s vital lines of supply. Chart 2US Public’s Fears Are China-Centric US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand Re-Ordering Global Trade The US’s and China’s demonstrable willingness to use tariffs, non-tariff trade barriers, export controls, and sanctions cannot be expected to abate given that they are locked in great power competition (Chart 3). More than likely, the US and China will independently pursue trade relations with their respective allies and partners, which will replace the mostly ineffective World Trade Organization (WTO) framework. The WTO is the successor to the rules-based and market-oriented system known as the General Agreement on Tariffs and Trade (GATT), which was formed following World War II. The GATT’s founders shared a strong desire to avoid a repeat of the global economic instability brought on by World War I, the Great Crash of 1929, and the retreat into autarky and isolationism that led to WWII. Chart 3US and China Imposing Trade Restrictions US and China Imposing Trade Restrictions US and China Imposing Trade Restrictions This inter-war period saw domestically focused monetary policies and punishing tariffs that spawned ruinous bouts of inflation and deflation. Minimizing tariffs, leveling the playing field in trading markets, and reducing subsidization of state corporate champions were among the GATT's early successes. The WTO, like the GATT before it, has no authority to command a state to change its economy or the way it chooses to organize itself. At its inception the GATT's modus vivendi was directed at establishing a rules-based system free of excessive government intrusion and regulation. If governments agreed to reduce their domestic favoritism, they could all improve their economic efficiency while avoiding a relapse into autarky and the military tensions that go with it.2 The prime mover in the GATT's founding and early evolution – the USA – firmly believed that exclusive trading blocs had created the groundwork for economic collapse and war. These trading blocs had been created by European powers with their respective colonies. During the inter-war years the revival of protectionism killed global trade and exacerbated the Great Depression. After WWII, Washington was willing to use its power as the global hegemon to prevent a similar outcome. Policymakers believed that European and global economic integration would encourage inter-dependency and discourage protectionism and war. The fall of the Soviet Union reinforced this neoliberal Washington Consensus. Countries like India and China adopted market-oriented policies. The WTO was formed along with a range of global trade deals. Ultimately the US and the West cleared the way for China to join the trading bloc, hoping that the transition from communism to capitalism would eventually be coupled with social and even political liberalization. The world took a very different turn as the United States descended into a morass of domestic political divisions and foreign military adventures. China seized the advantage to expand its economy free of interference from the US or West. The West failed to insist that liberal economic reforms keep pace.3 Moreover, when China joined the WTO in 2001, the organization was in a state of "regulatory stalemate," which made it incapable of dealing with the direct challenges presented by China.4 Today President Xi has consolidated control over the Communist Party and directs its key economic, political, and military policymaking bodies. He has deepened party control down to the management level of SOEs – hiring and firing management. SOEs have benefited from Xi’s rule (Chart 4). But now the West is also reasserting the role of the state in the economy and trade, which means that punitive measures can be brought to bear on China’s SOEs. Chart 4State-Owned Enterprises Benefit From Xi Administration State-Owned Enterprises Benefit From Xi Administration State-Owned Enterprises Benefit From Xi Administration What Comes After The WTO? The CCP has shown no interest in coming around to the WTO's founding beliefs of government non-interference in the private sector. For example, it is doubling down on subsidization and party control of SOEs, which compete against firms in other WTO member states. Nor has the party shown any inclination to accept a trade system based on the GATT/WTO founding members' Western understanding of the rule of law. These states represent market-based economies with long histories of case law for settling disputes. Specifically, China’s fourteenth five-year plan and recent policies re-emphasize the need to upgrade the manufacturing sector rather than rebalancing the economy toward household consumption. The latter would reduce imbalances with trade deficit countries like the US but China is wary of the negative social consequences of too rapidly de-industrializing its economy. It wants to retain its strategic and economic advantage in global manufacturing and it fears the social and political consequences of fully adopting consumer culture (Chart 5). Chart 5China’s Economic Plans Re-Emphasize Manufacturing, Not Consumption US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand The US, EU, and Japan have proposed reform measures for the WTO aimed at addressing “severe excess capacity in key sectors exacerbated by government financed and supported capacity expansion, unfair competitive conditions caused by large market-distorting subsidies and state owned enterprises, forced technology transfer, and local content requirements and preferences.”5 But these measures are unlikely to succeed. China disagrees with the West’s characterization. In 2018-19, during the trade war with the US, Beijing contended that WTO members must “respect members’ development models.” China formally opposes “special and discriminatory disciplines against state-owned enterprises in the name of WTO reform.”6 In bilateral negotiations with the US this year, China’s first demand is that the US not to oppose its development model of “socialism with Chinese characteristics” (Table 2). Table 2China’s Three Diplomatic Demands Of The United States (2021) US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand Yet it is hard for the US not to oppose this model because it involves Beijing using the state’s control of the economy to strengthen national security strategy, namely by the fusion of civil and military technology. Going forward, the Biden administration will violate the number one demand that Chinese diplomats have made: it will attempt to galvanize the democracies to put pressure on China’s development model. China’s demand itself reflects its violation of the US primary demand that China stop using the state to enhance its economy at the expense of competitors. If a breakdown in global trading rules is replaced by the US and China forming separate trading blocs with their allies and partners, the odds of repeating the mistakes of the inter-bellum years of 1918-39 will significantly increase. Tariff wars, subsidizing national champions, heavy taxation of foreign interests, non-tariff barriers to trade, domestic-focused monetary policies, and currency wars would become more likely. China’s Strategic Vulnerability The CCP has delivered remarkable prosperity and wealth to the average Chinese citizen in the 43 years since it undertook market reforms, and especially since its accession to the WTO in 2001 (Chart 6). China has transformed from an economic backwater into a $15.4 trillion (2020) economy and near-peer competitor to the US militarily and economically.7 This growth has propelled China to the top of commodity-importing and -consuming states globally for base metals and oil. We follow these markets closely, because they are critical to sustaining economic growth, regardless of how states are organized. Production of and access to these commodities, along with natural gas, will be critical over the next decade, as the world decarbonizes its energy sources, and as the US and China address their own growth and social agendas while vying for global hegemony. Decarbonization is part of the strategic race since all major powers now want to increase economic self-sufficiency and technological prowess. Chart 6CCPs Remarkable Success In Growing Chinas Economy CCPs Remarkable Success In Growing Chinas Economy CCPs Remarkable Success In Growing Chinas Economy Over recent decades China has become the largest importer of base metals ores (Chart 7) and the world's top refiner of many of these metals. In addition, it is the top consumer of refined metal (Chart 8). Chart 7China Is World’s Top Ore Importer US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand Chart 8China Is Worlds Top Refined Metal Consumer China Is Worlds Top Refined Metal Consumer China Is Worlds Top Refined Metal Consumer By contrast, the US is not listed among ore importers or metals consumers in the Observatory of Economic Complexity (OEC) databases we used to map these commodities. This reflects not only domestic supplies but also the lack of investment and upgrades to the US's critical infrastructure over 2000-19.8 Going forward, the US is trying to invest in “nation building” at home. An enormous change has taken shape in strategic liabilities. In the oil market, the US went from being the world's largest importer of oil in 2000, accounting for more than 24% of imports globally, to being the largest oil and gas producer by 2019, even though it still accounted for more than 12% of the world's imports (Chart 9). In 2000, China accounted for ~ 3.5% of the world's oil imports and by 2019 it was responsible for nearly 21%. China is far behind per capita US energy consumption, given its large population, but it is gradually closing the gap (Chart 10). Overall energy consumption in China is much higher than in the US (Chart 11). Chart 9US Oil Imports Collapse As Shale Production Grows US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand Chart 10Energy Use Per Capita In China Far From US Levels... Energy Use Per Capita In China Far From US Levels... Energy Use Per Capita In China Far From US Levels... Chart 11China Is World’s Largest Primary Energy Consumer US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand China's impressive GDP growth in the twenty-first century is primarily responsible for China's stunning growth in imports and consumption of oil (Chart 12) and copper (Chart 13), which we track closely as a proxy for the entire base-metals complex. Chart 12Global Oil Demand Forecast Remains Steady Chinas GDP Drives Oil Consumption, Imports Global Oil Demand Forecast Remains Steady Chinas GDP Drives Oil Consumption, Imports Global Oil Demand Forecast Remains Steady Chinas GDP Drives Oil Consumption, Imports Chart 13Global Oil Demand Forecast Remains Steady Chinas GDP Drives Refined Copper Consumption And Ore Imports Global Oil Demand Forecast Remains Steady Chinas GDP Drives Refined Copper Consumption And Ore Imports Global Oil Demand Forecast Remains Steady Chinas GDP Drives Refined Copper Consumption And Ore Imports China’s importance in these markets points to an underlying strategic weakness, which is its dependency on imports. This in turn points to the greatest danger of the breakdown in US-China relations and the global trade system. The Road To War? China is extremely anxious about maintaining supply security in light of these heavy import needs. Its pursuit of economic self-sufficiency, including decarbonization, is driven by its fear of the US’s ability to cut off its key supply lines. China’s first goal in modernizing its military in recent years was to develop a naval force capable of defending the country from foreign attack, particularly in its immediate maritime surroundings. Historically China suffered from invaders across the sea who took advantage of its weak naval power to force open its economy and exploit it. Today China is thought to have achieved this security objective. It is believed to have a high level of capability within the “first island chain” that surrounds the coast, from the Korean peninsula to the Spratly Islands, including southwest Japan and Taiwan (Map 1).9 China’s militarization of the South China Sea, suppression of Hong Kong, and intimidation of Taiwan shows its intention to dominate Greater China, which would put it in a better strategic position relative to other countries. Map 1China’s Navy Likely Achieved Superiority Within The First Island Chain US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand China’s capability can be illustrated by comparing its naval strength to that of the United States, the most powerful navy in the world. While the US is superior, China would be able to combine all three of its fleets within the first island China, while the US navy would be dispersed across the world and divided among a range of interests to defend (Table 3). China would also be able to bring its land-based air force and missile firepower to bear within the first island chain, as opposed to further abroad.10 Table 3China’s Naval Growth Enables Primacy Within First Island Chain US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand In this sense China is militarily capable of conquering Taiwan or other nearby islands. President Xi Jinping had in fact ordered China’s armed forces be capable of doing so by 2020.11 Taiwan continues to be the most significant source of insecurity for the regime. True, a military victory would likely be a pyrrhic victory, as Taiwan’s wealth and tech industry would be destroyed, but China probably has the raw military capability to defeat Taiwan and its allies within this defined space. However, this military capability needs to be weighed against economic capability. If China seized military control of Taiwan, or Okinawa or other neighboring territories, the US, Japan, and their allies would respond by cutting off China’s access to critical supplies. Most obviously oil and natural gas. China’s decarbonization has been impressive but the reliance on foreign oil is still a fatal strategic vulnerability over the next few years (Chart 14). China is rapidly pursuing a Eurasian strategy to diversify away from the Middle East in particular. But it still imports about half its oil from this volatile region (Chart 15). The US navy is capable of interdicting China’s critical oil flows, a major inhibition on China’s military ambitions within the first island chain. Chart 14Chinas Energy Diversification Still Leaves Vulnerabilities Chinas Energy Diversification Still Leaves Vulnerabilities Chinas Energy Diversification Still Leaves Vulnerabilities Of course, if the US and its allies ever blockaded China, or if China feared they would, Beijing could be driven to mount a desperate attack to prevent them from doing so, since its economic, military, and political survival would be on the line. Chart 15China Still Dependent On Middle East Energy Supplies China Still Dependent On Middle East Energy Supplies China Still Dependent On Middle East Energy Supplies The obvious historical analogy is the US-Japan conflict in WWII. Invasions that lead to blockades will lead to larger invasions, as the US and Japan learned.12 However, the lesson from WWII for China is that it should not engage the US navy until its own naval power has progressed much further. In the event of a conflict, the US would be imposing a blockade at a distance from China’s naval and missile forces. When it comes to the far seas, China’s naval capabilities are extremely limited. Military analysts highlight that China lacks a substantial naval presence in the Indian Ocean. China relies on commercial ports, where it has partial equity ownership, for ship supply and maintenance (Table 4). This is no substitute for naval basing, because dedicated military facilities are lacking and host countries may not wish to be drawn into a conflict. Table 4China’s Network Of Part-Owned Ports Across The World: Useful But Not A Substitute For Military Bases US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand Further, Beijing lacks the sea-based air power necessary to defend its fleets should they stray too far. And it lacks the anti-submarine warfare capabilities necessary to defend its ships.13 These capabilities are constantly improving but at the moment they are insufficient to overthrow US naval control of the critical chokepoints like the Strait of Hormuz or Strait of Malacca. While China’s naval power is comparable to the US’s Asia Pacific fleet (the seventh fleet headquartered in Japan), it is much smaller than the US’s global fleet and at a much greater disadvantage when operating far from home. China’s navy is based at home and focused on its near seas, whereas US fleet is designed to operate in the far seas, especially the Persian Gulf, which is precisely the strategic area in question (Chart 16).14 China is gradually expanding its navy and operations around the world, so over time it may gain the ability to prevent the US from cutting off its critical supplies in the Persian Gulf. But not immediately. The implication is that China will have to avoid direct military conflict with the United States until its military and naval buildup has progressed a lot further. Chart 16China’s Navy At Huge Disadvantage In Distant Seas US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand Meanwhile Beijing will continue diversifying its energy sources, decarbonizing, and forging supply chains across Eurasia via the Belt and Road Initiative. What could go wrong? We would highlight a few risks that could cause China to risk war even despite its vulnerability to blockade: Chart 17China’s Surplus Of Males Undergirds Rise In Nationalism US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand Domestic demographic pressure. China is slated to experience a dramatic bulge in the male-to-female ratio over the coming decade (Chart 17).15 A surfeit of young men could lead to an overshoot of nationalism and revanchism. This trend is much more important than the symbolic political anniversaries of 2027, 2035, and 2049, which analysts use to predict when China’s military might launch a major campaign. Domestic economic pressure. China’s turn to nationalism reflects slowing income growth and associated social instability. An economic crisis in China would be worrisome for regional stability for many reasons, but such pressures can lead nations into foreign military adventures. Domestic political pressure. China has shifted from “consensus rule” to “personal rule” under Xi Jinping. This could lead to faulty decision-making or party divisions that affect national policy. A leadership that carefully weighs each strategic risk could decay into a leadership that lacks good information and perspective. The result could be hubris and belligerence abroad. Foreign aggression. Attempts by the US or other powers to arm China’s neighbors or sabotage China’s economy could lead to aggressive reaction. The US’s attempt to build a technological blockade shows that future embargoes and blockades are not impossible. These could prompt a war rather than deter it, as noted above. Foreign weakness. China’s capabilities are improving over time while the US and its allies lack coordination and resolution. An opportunity could arise that China’s strategists believe they cannot afford to miss. Afghanistan is not one of these opportunities, but a US-Iran war or another major conflict with Russia could be. The breakdown in global trade is concerning because without an economic buffer, states may resort to arms to resolve disputes. History shows that military threats intended to discourage aggressive behavior can create dilemmas that incentivize aggression. The behavior of the US and China suggests that they are preparing for war, even if we are generous and assume that they are doing so only to deter war. Both countries are nuclear powers so they face mutually assured destruction in a total war scenario. But they will seek to improve their security within that context, which can lead to naval skirmishes, proxy wars, and even limited wars with associated risks of going nuclear. Investment Takeaways The pursuit of the national interest today involves using fiscal means to create more self-sufficient domestic economies and reduce international supply risks. Both China and the West are engaged in major projects to this end, including high-tech industrialization, domestic manufacturing, and decarbonization. These trends are generally bullish for commodities, even though they include trends like military modernization and naval expansion that could well be a prelude to war. War itself leads to commodity shortages and commodity price inflation, but of course it is disastrous for the people and economies involved. Fortunately, strategic deterrence continues to operate for the time being. The underlying geopolitical trend will put commodity markets under continual pressure. A final urgent update on oil and the Middle East: The US attempt to conduct a strategic “pivot” to Asia Pacific faces a critical juncture. Not because of Afghanistan but because of Iran. The Biden administration will have trouble unilaterally lowering sanctions on Iran after the humiliating Afghanistan pullout. The new administrations in both Iran and Israel are likely to establish red lines and credible threats. A higher geopolitical risk premium is thus warranted immediately in global oil markets. Beyond short-term shows of force, everything depends on whether the US and Iran can find a temporary deal to avoid the path to a larger war. But for now short-term geopolitical risks are commodity-bullish as well as long-term risks.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Matt Gertken Vice President Geopolitical Strategy mattg@bcaresearch.com   Footnotes 1     There are also significant differences between Biden and Trump in other areas such as redistribution, immigration, and social policy. 2     See Ravenhill, John (2020), Regional Trade Agreements, Chapter 6 in Global Political Economy, which he edited for Oxford University Press, particularly pp. 156-9. 3    “As time went by, the United States realized that Communism not only did not retreat, but also further advanced in China, with the state-owned economy growing stronger and the rule of the Party further entrenched in the process." See Henry Gao, “WTO Reform and China Defining or Defiling the Multilateral Trading System?” Harvard International Law Journal 62 (2021), p. 28, harvardilj.org.  4    See Mavroidis, Petros C. and Andre Sapir (2021), China and the WTO, Why Multilateralism Still Matters (Princeton University Press) for discussion.  See also Confronting the Challenge of Chinese State Capitalism published by the Center for Strategic & International Studies 22 January 2021. 5    Gao (2021), p. 19. 6    Gao (2021), p. 24. 7     Please see China's GDP tops 100 trln yuan in 2020 published by Xinhuanet 18 January 2021. 8    We excluded 2020 because of the COVID-19 pandemic's effects on supply and demand for these ores, metals and crude oil. 9    See Captain James Fanell, “China’s Global Navy Strategy and Expanding Force Structure: Pathway To Hegemony,” Testimony to the US House of Representatives, May 17, 2018, docs.house.gov. 10   Fanell (2018), p. 13. 11    He has obliquely implied that his vision for national rejuvenation by 2035 would include reunification with Taiwan. Others suggest that the country’s second centenary of 2049 is the likely deadline, or the 100th anniversary of the People’s Liberation Army. 12    The US was a major supplier of oil to Japan, and in 1941 it froze Japan's assets in the US and shut down all oil exports, in response to Japan's military incursion into China in the Second Sino-Japanese War of 1937-45.  Please see Anderson, Irvine H. Jr. (1975), "The 1941 De Facto Embargo on Oil to Japan: A Bureaucratic Reflex," Pacific Historical Review, 44:2, pp. 201-231.  13   See Jeffrey Becker, “Securing China’s Lifelines Across the Indian Ocean,” China Maritime Report No. 11 (Dec 2020), China Maritime Studies Institute, digital-commons.usnwc.edu. 14   See Rear Admiral Michael McDevitt, “Becoming a Great ‘Maritime Power’: A Chinese Dream,” Center for Naval Analyses (June 2016), cna.org. 15   For discussion see Major Tiffany Werner, “China’s Demographic Disaster: Risk And Opportunity,” 2020, Defense Technical Information Center, discover.dtic.mil.  

Dear Client, I will be on vacation next week. In lieu of our regular report, we will be sending you a Special Report written by my colleagues Chester Ntonifor, BCA Research’s Chief Foreign Exchange Strategist, and Matt Gertken, Chief Geopolitical Strategist. Their report discusses the threat to the dollar’s reserve status over the next decade. This week, Matt published a timely report entitled “Afghanistan? Watch Iran And China,” examining the global macro significance of the US withdrawal from Afghanistan. I trust you will find both reports insightful.   Best regards, Peter Berezin, Chief Global Strategist Highlights Over the next 12 months, US inflation will decline fast enough to allow the Federal Reserve to maintain its accommodative monetary stance, but not as fast as investors are expecting. A number of structural forces were becoming inflationary even before the pandemic began. The pandemic will only buttress the tide. Even if the virus is eventually vanquished, the pandemic could prop up inflation by permanently reducing labor supply, hastening the retreat from globalization, and keeping fiscal policy looser than it otherwise would have been. Fixed-income investors should maintain a short duration stance. We expect the US 10-year Treasury yield to rebound to about 1.8% by early next year. Long-term bond yields in the other major economies will also rise, although not as much as in the US. In and of itself, higher inflation is not necessarily bad for equities. What makes higher inflation toxic for stocks is when it forces central banks to raise rates to punitive levels. Fortunately, such an outcome is still a few years away, justifying an overweight equity position for now. Upside Risks To Inflation In our July 23rd report, we argued that investors were asking the wrong question about inflation. Rather than asking whether higher inflation is transitory, they should be asking whether inflation will decline faster or slower than what the market is discounting. Chart 1Investors Expect Inflation To Fall Rapidly From Current Levels Transitory At First: The Pandemic’s Long-Term Impact On Inflation Transitory At First: The Pandemic’s Long-Term Impact On Inflation Chart 1 shows that investors expect inflation to fall rapidly from current levels and to remain subdued thereafter. The widely followed 5-year/5-year forward TIPS breakeven inflation rate currently stands at 2.12%, below the Fed’s comfort zone of 2.3%-to-2.5% (Chart 2).1 Chart 2Below-Target Inflation Expectations And A Low R* Have Restrained Bond Yields Below-Target Inflation Expectations And A Low R* Have Restrained Bond Yields Below-Target Inflation Expectations And A Low R* Have Restrained Bond Yields Downbeat long-term inflation expectations and the market’s perception that the neutral rate of interest is very low are the two main reasons why bond yields are so depressed. QE programs have also dampened yields, although not nearly as much as widely believed. Chart 3Outside Of A Few Pandemic-Related Sectors, The CPI Has Yet To Return To Trend Outside Of A Few Pandemic-Related Sectors, The CPI Has Yet To Return To Trend Outside Of A Few Pandemic-Related Sectors, The CPI Has Yet To Return To Trend In our report, we contended that US inflation would come down fast enough over the next few quarters to allow the Federal Reserve to maintain its accommodative monetary stance, but not as fast as investors are expecting. On the one hand, the evidence clearly shows that most of the recent increase in US inflation has been driven by just a few pandemic-related sectors (Chart 3). On the other hand, high levels of excess household savings, the need for firms to expand capacity and rebuild inventories, and continued policy support will boost output and prices. The Long-Term Inflationary Consequences Of The Pandemic We also argued that a variety of structural forces, including the exodus of baby boomers from the labor market, a retreat from globalization, and increasing social unrest, would drive up inflation over the long haul. A key question is how the pandemic will shape these structural forces going forward. As we discuss below, there are three main overlapping channels through which the pandemic could have a lasting impact on inflation: Labor market scarring: Even if the virus is eventually vanquished, the pandemic could still permanently reduce the labor supply. Widespread worker shortages would fuel inflation. Deglobalization: Globalization has historically been a deflationary force. The pandemic could accelerate the retreat from globalization by prompting firms to bring more production back home, while exacerbating geopolitical tensions. Fiscal policy: Big budget deficits could persist in the post-pandemic period. Debt-saddled governments may turn to inflation to erode their debt burdens. Let us assess these three channels in turn.   Channel #1: Labor Market Scarring Despite July’s blockbuster employment report, there are still nearly 4% fewer Americans employed than was the case in January 2020. Yet, US businesses are struggling to hire workers (Chart 4). Nationwide, the job openings rate stands at a record 6.5%, up from 4.5% on the eve of the pandemic (Chart 5). Chart 4US Companies Are Facing A Labor Shortage US Companies Are Facing A Labor Shortage US Companies Are Facing A Labor Shortage Chart 5There Are Plenty Of Jobs Available There Are Plenty Of Jobs Available There Are Plenty Of Jobs Available Generous unemployment benefits, less immigration, and the reluctance of many workers to expose themselves to the virus have all helped to reduce labor supply. A marked shift in the composition of spending has increased the demand for workers in some sectors while reducing demand in other sectors (Chart 6). Since labor is not perfectly fungible across sectors, this has caused overall unemployment to rise. Chart 6Which Sectors Have Gained And Which Have Lost Jobs Since The Pandemic? Transitory At First: The Pandemic’s Long-Term Impact On Inflation Transitory At First: The Pandemic’s Long-Term Impact On Inflation Looking out, labor supply should increase as emergency unemployment benefits expire, immigration picks up, and more people are vaccinated. The mismatch of workers across sectors should also diminish as goods and services spending rebalances. Nevertheless, there is considerable uncertainty over how quickly all this will happen. According to Indeed, an online job posting site, unemployed workers cited having a “financial cushion” as the most popular reason for not looking for a job in July (Chart 7). Given that American households are sitting on $2.4 trillion in excess savings, it may take some time for this cushion to deflate (Chart 8). Chart 7Americans Are Not Desperate To Find Work Transitory At First: The Pandemic’s Long-Term Impact On Inflation Transitory At First: The Pandemic’s Long-Term Impact On Inflation Chart 8A Lot Of Excess Savings A Lot Of Excess Savings A Lot Of Excess Savings Chart 9No Jab, No Job Transitory At First: The Pandemic’s Long-Term Impact On Inflation Transitory At First: The Pandemic’s Long-Term Impact On Inflation Wider vaccine mandates could also impact labor market participation. A host of major companies, ranging from Google to Citigroup, are requiring their employees to be inoculated before returning to the office (Chart 9). The Pentagon has laid out a plan endorsed by President Biden obliging members of the military to get the COVID-19 vaccine. Earlier this week, the Las Vegas Raiders became the first NFL team to require fans to produce proof of vaccination to gain entry to home games. On the one hand, vaccine mandates could encourage more people to get the jab, which should help curb the pandemic and boost employment in the service sector. While the numbers have improved in recent weeks, only 57% of Americans between the ages of 18 and 64 are fully vaccinated (Chart 10). On the other hand, some people might opt for unemployment over a vaccine. According to a recent YouGov poll, about half of all unvaccinated Americans believe that the government is using COVID-19 vaccines to microchip the population (Chart 11). The threat of losing one’s job is unlikely to sway many of them. Chart 10Many Workers Remain Unvaccinated Transitory At First: The Pandemic’s Long-Term Impact On Inflation Transitory At First: The Pandemic’s Long-Term Impact On Inflation Chart 11One In Five Americans Believes The US Government Is Using The Covid-19 Vaccine To Microchip The Population Transitory At First: The Pandemic’s Long-Term Impact On Inflation Transitory At First: The Pandemic’s Long-Term Impact On Inflation Pandemic-induced shifts in work-life preferences could also reduce labor supply. According to Ipsos, a polling firm, most employees would prefer to work remotely at least part of the time, with 25% indicating they do not want to return to their workplace at all (Chart 12). The same poll found that 30% of workers would consider looking for another job if their employer required them to work away from home full time (Chart 13). Chart 12Let’s Chat Around The Water Cooler On Tuesdays And Wednesdays Transitory At First: The Pandemic’s Long-Term Impact On Inflation Transitory At First: The Pandemic’s Long-Term Impact On Inflation Chart 13What Is The Opposite Of A “One Size Fits All” Work Environment? Transitory At First: The Pandemic’s Long-Term Impact On Inflation Transitory At First: The Pandemic’s Long-Term Impact On Inflation Chart 14Number Of Retired People Jumped During The Pandemic Number Of Retired People Jumped During The Pandemic Number Of Retired People Jumped During The Pandemic If remote working boosted productivity, as some have claimed, this would not be such a bad thing. However, it is far from clear that this is the case. A recent University of Chicago study of 10,000 skilled professionals from an Asian IT company revealed that work-from-home policies decreased productivity by 8%-to-19%. Early retirement has also reduced labor supply. The share of retirees in the US population rose by 1.3 percentage points between February 2020 and July 2021, with most of the increase occurring early in the pandemic (Chart 14). Based on pre-pandemic demographic trends, the retirement rate should have risen by only 0.5 percentage points over this period.  The good news, as discussed in a recent study by the Kansas City Fed, is that most of the increase in the retirement rate was driven by fewer people transitioning from retirement back into employment. The share of people transitioning from employment to retirement did not change much (Chart 15). This led the authors to conclude that “More retirees may rejoin the workforce as health risks fade, but the retirement share is unlikely to return to a normal level for some time.” Chart 15Increased Retirees: A Closer Look Transitory At First: The Pandemic’s Long-Term Impact On Inflation Transitory At First: The Pandemic’s Long-Term Impact On Inflation Bottom Line: Labor supply will recover as the pandemic recedes. Nevertheless, the available pool of workers will likely be lower in the post-pandemic period than it would have otherwise been. A shortage of workers will prop up wage growth, helping to fuel inflation.   Channel #2: Deglobalization Globalization was on the back foot even before the pandemic began. Having steadily increased between 1991 and 2008, the ratio of global trade-to-output was basically flat during the 2010s (Chart 16). Ironically, the pandemic has revived global trade by shifting the composition of spending away from non-tradable services towards tradable goods. This shift in spending is the key reason why shipping costs have soared in recent months (Chart 17). Chart 16Globalization Plateaued Over A Decade Ago Globalization Plateaued Over A Decade Ago Globalization Plateaued Over A Decade Ago Chart 17Shipping Costs Have Soared In Recent Months Shipping Costs Have Soared In Recent Months Shipping Costs Have Soared In Recent Months The rebound in trade will not endure. Already, we are seeing companies moving production back home to establish greater control over their supply chains. The pandemic has exacerbated geopolitical tensions between China and the US. Recriminations about how the pandemic began and what China could have done to stop it will not go away anytime soon. Trade bloomed during Pax Britannica, when Great Britain ruled the waves, and then again during Pax Americana, when the US controlled the commanding heights. As BCA’s geopolitical team has long stressed, the shift to a multi-polar world is likely to restrain globalization.2 Historically, globalization has been a deflationary force. Trade has allowed countries such as the US that consistently run current account deficits to satiate excess demand for goods with imports, thereby forestalling inflation. Trade has also raised productivity by allowing countries to specialize in those areas in which they have a comparative advantage, while providing a mechanism to diffuse technological know-how around the world. Standard trade theory predicts that less-skilled workers in developed economies will suffer a relative decline in wages in response to rising trade with developing countries. A number of studies have documented that this is precisely what happened after China entered the global trading system.3  Poor workers tend to spend more of their paychecks than either rich workers or the owners of capital. To the extent that deglobalization shifts the balance of economic power back towards blue-collar workers in advanced economies, this will raise overall aggregate demand. Against the backdrop of muted productivity growth, inflation could increase as a consequence. Bottom Line: Globalization is deflationary, while deglobalization is inflationary. The pandemic is likely to reinforce the trend towards deglobalization.    Channel #3: Fiscal Policy There was once a time when governments trembled in fear of the bond vigilantes. Those days are long gone. After briefly rising to 4% in June 2009, the US 10-year Treasury yield trended lower over the subsequent decade, even though unemployment fell and government debt rose. The pandemic sent the bond vigilantes scurrying for cover. Negative real yields allowed governments to run budget deficits of previously unimagined proportions during the pandemic. Budget deficits will decline over the next few years, but the aversion to deficit spending will not return. Not anytime soon at least. The IMF expects the cyclically-adjusted primary budget deficit in advanced economies to average 2.6% of GDP between 2022 and 2026, up from 1% of GDP in the 2014-19 period (Chart 18). Even that is probably too conservative, since the IMF’s projections do not include pending legislation such as President Biden’s $550 billion infrastructure package and $3.5 trillion reconciliation budget bill. Chart 18Fiscal Policy: Tighter But Not Tight Transitory At First: The Pandemic’s Long-Term Impact On Inflation Transitory At First: The Pandemic’s Long-Term Impact On Inflation If the growth rate of the economy exceeds the interest rate on government debt, then governments with high debt-to-GDP ratios could run larger budget deficits than governments with low ratios, while still achieving a stable debt-to-GDP ratio over time.4  The problem is that these same governments would face an exponential increase in debt-servicing costs if interest rates were to rise above the growth rate of the economy. This is not a risk for any major developed economy at the moment but could become an issue as spare capacity recedes. At that point, central banks could face political pressure to keep rates low, even if their economies are overheating. The result could be higher inflation. Higher inflation, in turn, would boost nominal GDP growth, putting downward pressure on debt-to-GDP ratios. Bottom Line: While budget deficits will come down over the next few years, governments in developed economies will still maintain looser fiscal policies than before the pandemic. High debt levels could incentivize policymakers to permit higher inflation. Investment Conclusions US inflation will decline over the next 12 months, but not as quickly as markets are discounting. A number of structural forces were becoming inflationary even before the pandemic began. The pandemic will only reinforce the inflationary tide. Fixed-income investors should maintain a short duration stance. We expect the US 10-year Treasury yield to rebound to about 1.8% by early next year as the Delta variant wave fades. Long-term bond yields in the other major economies will also rise, although not as much as in the US. In and of itself, higher inflation is not necessarily bad for equities. What makes higher inflation toxic for stocks is when it forces central banks to raise rates to punitive levels. Fortunately, such an outcome is still a few years away, justifying an overweight equity position for now. The second quarter earnings season was a strong one. Back on July 2nd, analysts expected S&P 500 companies to generate about $45 in EPS in Q2. In the end, they generated at least $52. Analysts expect earnings to decline in absolute terms in Q3 and remain below Q2 levels until the second quarter of next year, when they are projected to grow by a meagre 3.5% year-over-year (Table 1). Table 1US Earnings Estimates Have Upside Transitory At First: The Pandemic’s Long-Term Impact On Inflation Transitory At First: The Pandemic’s Long-Term Impact On Inflation Earnings estimates usually drift lower over time (Chart 19). BCA’s US equity strategists think there is scope for earnings estimates for the second half of this year to rise materially from current levels. This should support US stocks. Along the same lines, above-trend global growth and attractive valuations should buoy stock markets outside the US. Chart 19Analysts Have Been Revising Up Earnings Estimates This Year Analysts Have Been Revising Up Earnings Estimates This Year Analysts Have Been Revising Up Earnings Estimates This Year Peter Berezin Chief Global Strategist peterb@bcaresearch.com Footnotes 1 The Federal Reserve targets an average inflation rate of 2% for the personal consumption expenditures (PCE) index. The TIPS breakeven is based on the CPI index. Due to compositional differences between the two indices, CPI inflation has historically averaged 30-to-50 basis points higher than PCE inflation. This is why the Fed effectively targets a CPI inflation rate of about 2.3%-to-2.5%. 2 Please see Geopolitical Strategy Weekly Report “Hypo-Globalization (A GeoRisk Update),” dated July 30, 2021; and Special Report, “The Apex Of Globalization - All Downhill From Here,” dated November 12, 2014. 3 For example, economists Katharine Abraham and Melissa Kearney have estimated that increased competition from Chinese imports cost the US economy 2.65 million jobs between 1999 and 2016, almost double the 1.4 million jobs lost to automation. Similarly, David Autor and his colleagues found that increased trade with China has led to large job losses for blue-collar workers in the US manufacturing sector. 4 The steady-state debt-to-GDP ratio can be expressed as p/(r-g), where r is the interest rate, g is trend GDP growth, and p is the primary (i.e., non-interest) budget balance. Thus, for example, if the government wanted to achieve a stable debt-to-GDP ratio of 50% and r-g is -2%, it would need to run a primary budget deficit of 0.5*0.02=1% of GDP. However, if the government targeted a stable debt-to-GDP ratio of 200%, it could run a primary budget deficit of 2*0.02=4% of GDP. See Box 1 in our February 22, 2019 report for a derivation of this debt sustainability equation. Global Investment Strategy View Matrix Transitory At First: The Pandemic’s Long-Term Impact On Inflation Transitory At First: The Pandemic’s Long-Term Impact On Inflation Special Trade Recommendations Transitory At First: The Pandemic’s Long-Term Impact On Inflation Transitory At First: The Pandemic’s Long-Term Impact On Inflation Current MacroQuant Model Scores Transitory At First: The Pandemic’s Long-Term Impact On Inflation Transitory At First: The Pandemic’s Long-Term Impact On Inflation

Highlights Going into the new crop year, we expect the course of the broad trade-weighted USD to dictate the path taken by grain and bean prices (Chart of the Week). Higher corn stocks in the coming crop year, flat wheat stocks and lower rice stocks will leave grain markets mostly balanced vs the current crop year.  Soybean stocks and carryover estimates from the USDA and International Grains Council (IGC) are essentially unchanged year-on-year (y/y). In the IGC's estimates, changes in production, trade, and consumption for the major grains and beans largely offset each other, leaving carryovers unchanged. Supply-demand fundamentals leave our outlook for grains and beans neutral.  This does not weaken our conviction that continued global weather volatility will tip the balance of price risk in grains and beans over the coming year to the upside. Our strategically bearish USD view also tips the balance of price risk in grains – and commodities generally – to the upside. We believe positioning for higher-volatility weather events and a lower US dollar is best done with index products like the S&P GSCI and the COMT ETF, which tracks a version of the GSCI optimized for backwardation.  Feature Chart of the WeekUSD Will Drive Global Grain Markets USD Will Drive Global Grain Markets USD Will Drive Global Grain Markets Chart 2Opening, Closing Grain Stocks Will Be Largely Unchanged Global Grain, Bean Markets Balanced; USD Expected To Drive '21/22 Prices Global Grain, Bean Markets Balanced; USD Expected To Drive '21/22 Prices Going into the new crop year, opening and closing stocks are expected to remain flat overall vs the current crop years, with changes in production and consumption largely offsetting each other in grain and bean markets (Chart 2).1 This will leave overall prices a function of weather – which no one can predict – and the path taken by the USD over the coming year. The IGC's forecast calls for mostly unchanged production and consumption for grains and beans globally, with trade volumes mostly flat y/y. This leaves global end-of-crop-year carryover stocks essentially unchanged at 594mm tons. The USDA expects wheat ending stocks at the end of the '21/22 crop year up a slight 0.5%; rice down ~ 4.5%, and corn up ~ 4%. Below we go through each of the grain and bean fundamentals, and assess the impact of COVID-19 on global trade in these commodities. We then summarize our overall view for the grain and bean complex, and our positioning recommendations. Rice The IGC forecasts higher global rice production and consumption, and, since they expect both to change roughly by the same amount, ending stocks are projected to remain unchanged in the '21/22 crop year relative to the current year (Chart 3). The USDA, on the other hand, is expecting global production to increase by ~ 1mm MT in the new crop year, with consumption increasing by ~ 8mm MT. This leaves ending inventories for the new crop year just under 8mm MT below '20/21 ending stocks, or 4.5%. Chart 3Global Rice Balances Roughly Unchanged Global Rice Balances Roughly Unchanged Global Rice Balances Roughly Unchanged Corn The IGC forecasts global corn production will rise 6.5% to a record high in the '21/22 crop year, while global consumption is expected to increase 3.6%. Trade volumes are expected to fall ~ 4.2%, leaving global carryover stocks roughly unchanged (Chart 4). In the USDA's modelling, global production is expected to rise 6.6% in the '21/22 crop year to 1,195mm MT, while consumption is projected to rise ~ 2.4% to 1,172mm MT. The Department expects ending balances to increase ~ 11mm MT, ending next year at 291.2mm MT, or just over 4% higher. Chart 4Corn Balances Y/Y Remain Flat Corn Balances Y/Y Remain Flat Corn Balances Y/Y Remain Flat Wheat The IGC forecasts global wheat production in the current crop year will increase by ~ 16mm MT y/y, which will be a record if realized. Consumption is expected to rise 17mm MT, with trade roughly unchanged. This leaves expected carryover largely unchanged at ~ 280mm MT globally (Chart 5). The USDA's forecast largely agrees with the IGC's in its ending-stocks assessment for the new crop year. Global wheat production is expected to increase 16.6mm MT y/y in '21/22, and consumption will rise ~ 13mm MT, or 1.7% y/y. Ending stocks for the new crop year are expected to come in at just under 292mm MT, or 0.5% higher. Chart 5Ending Wheat Stocks Mostly Unchanged Ending Wheat Stocks Mostly Unchanged Ending Wheat Stocks Mostly Unchanged Soybeans Both the IGC and USDA expect increases in soybean ending stocks for the '21/22 crop year. However, the USDA’s estimates for ending stocks are nearly double the IGC projections.2 We use the IGC's estimates in Chart 6 to depicts balances. USDA - 2021/22 global soybean ending stocks are set to increase by ~3 mm MT to 94.5 mm MT, as higher stocks from Brazil and Argentina are partly offset by lower Chinese inventories. US production is expected to make up more than 30% of total production, rising 6% year-on-year. Chart 6Higher Bean Production Meets Higher Consumption Higher Bean Production Meets Higher Consumption Higher Bean Production Meets Higher Consumption Impact Of COVID-19 On Ags Trade Global agricultural trade was mostly stable throughout the COVID-19 pandemic. China was the main driver for this resilience, accounting for most of the increase in agricultural imports from 2019 to 2020. Ex-China, global agricultural trade growth was nearly zero. During this period, China was rebuilding its hog stocks after an outbreak of the African Swine Flu, which prompted the government to grant waivers on tariffs in key import sectors, which increased trade under the US-China Phase One agreement. As a result, apart from COVID-19, other factors were influencing trade. Arita et. al. (2021) attempted to isolate the impact of COVID on global agricultural trade.3 Their report found that COVID-19 – through infections and deaths – had a small impact on global agricultural trade. Government policy restrictions and reduced mobility in response to the pandemic were more detrimental to agricultural trade flows than the virus itself in terms of reducing aggregate demand. Policy restrictions and lower mobility reduced trade by ~ 10% and ~ 6% on average over the course of the year. Monthly USDA data shows that the pandemic was not as detrimental to agricultural trade as past events. Rates of decline in global merchandise trade were sharper during the Great Recession of 2007 – 2009 (Chart 7). Many agricultural commodities are necessities, which are income inelastic. Furthermore, shipping channels for these types of commodities did not require substantial human interactions, which reduced the chances of this trade being a transmission vector for the virus, when governments declared many industries using and producing agricultural commodities as necessities. This could explain why agricultural trade was spared by the pandemic. Amongst agricultural commodities, the impact of the pandemic was heterogenous. For necessities such as grains or oilseeds, there was a relatively small effect, and in few instances, trade actually grew. For example, trade in rice increased by ~4%. The value of trade in higher-end items, such as hides, Chart 7COVID-19 Spares Ag Trade Global Grain, Bean Markets Balanced; USD Expected To Drive '21/22 Prices Global Grain, Bean Markets Balanced; USD Expected To Drive '21/22 Prices Chart 8Grains Rallied During Pandemic Global Grain, Bean Markets Balanced; USD Expected To Drive '21/22 Prices Global Grain, Bean Markets Balanced; USD Expected To Drive '21/22 Prices tobacco, wine, and beer fell during the pandemic. This was further proof of the income inelasticity of many agricultural products which kept global trade in this sector resilient. Indeed, the UNCTAD estimates global trade for agriculture foods increased 18% in 1Q21 relative to 1Q19. Over this period, Bloomberg's spot grains index was up 47.08% (Chart 8). Investment Implications We remain neutral grains and beans based on our assessment of the new crop-year fundamentals. That said, we have a strong-conviction view global weather volatility will tip the balance of price risk in grains over the coming year to the upside. Our strategically bearish USD view also tips the balance of price risk in grains – and commodities generally – to the upside. Weather-induced grain and bean prices volatility is supportive for our recommendations in the S&P GSCI and the COMT ETF, which tracks a version of the GSCI optimized for backwardation. These positions are up 5.8% and 7.9% since inception, and are strategic holdings for us.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com   Commodities Round-Up Energy: Bullish US natural gas prices remain well supported by increased power-generation demand due to heat waves rolling through East and West coasts, lower domestic production and rising exports. The US EIA estimates natgas demand for July rose 3.9 bcf/d vs June, taking demand for the month to 75.8 bcf/d. Exports – pipeline and LNG – rose 0.4 bcf/d to 18.2 bcf/d, while US domestic production fell to 92.7 bcf/d, down 0.2 bcf/d from June's levels. As US and European distribution companies and industrials continue to scramble for gas to fill inventories, we expect natgas to remain well bid as the storage-injection season winds down. We remain long 1Q22 call spreads, which are up ~214% since the position was recommended April 8, 2021 (Chart 9). Base Metals: Bullish Labor and management at BHP's Escondida copper mine – the largest in the world – have a tentative agreement to avoid a strike that would have crippled an already-tight market. The proposed contract likely will be voted on by workers over the next two days, according to reuters.com. Separately, the head of a trade group representing Chile's copper miners said prices likely will remain high over the next 2-3 years as demand from renewables and electric vehicles continues to grow. Diego Hernández, president of the National Society of Mining (SONAMI), urged caution against expecting a more extended period of higher prices, however, mining.com reported (Chart 10). We remain bullish base metals generally, copper in particular, which we expect to remain well-bid over the next five years. Precious Metals: Bullish US CPI for July rose 0.5% month-over-month, suggesting the inflation spike in June was transitory. While lower inflation may reduce demand for gold, it will allow the Fed to continue its expansionary monetary policy. The strong jobs report released on Friday prompted markets and some Fed officials to consider tapering asset purchases sooner than previously expected. The jobs report also boosted an increasing US dollar. A strong USD and an increase in employment were negative for gold prices on Monday. There also were media reports of a brief “flash crash” caused by an attempt to sell a large quantity of gold early in the Asian trading day, which swamped available liquidity at the time. This also was believed to trigger stops and algorithmic trading programs, which exacerbated the move. The potential economic impact of the COVID-19 Delta variant is the only unequivocally supportive development for gold prices. Not only will this increase safe-have demand for gold, but it will also prevent the Fed from being too hasty in tapering its asset purchases and subsequently raising interest rates. Chart 9 Natgas Prices Recovering Natgas Prices Recovering Chart 10 Copper Prices Going Down Copper Prices Going Down Footnotes 1     The wheat crop year in the US begins in June; the rice crop year begins this month; and the corn and bean crop years begin in September. 2     Historical data indicate this difference is persistent, suggesting different methods of calculating ending stocks.  The USDA estimates ending stocks for the '21/22 crop year will be 94.5mm tons, while the IGC is projecting a level of 53.8mm.  3    Please refer to ‘Has Global Agricultural Trade Been Resilient Under Coronavirus (COVID-19)? Findings from an Econometric Assessment. This is a working paper published by Shawn Arita, Jason Grant, Sharon Sydow, and Jayson Beckman in May 2021.   Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Image