Disasters/Disease

Highlights Domestic and foreign supply-side constraints are now exerting a significant effect on the US economy. Consumer prices may increase at a faster pace than we initially expected over the coming 3-4 months, but supply-side constraints are likely to wane later this year and thus do genuinely appear to be transitory. The idea that even a temporary period of high inflation could persist over the longer term has legitimate grounding in macro theory, and is explicitly recognized in the Fed’s inflation framework. But it would necessitate a very large increase in inflation expectations, which have yet to rise to abnormal levels. The baseline for inflation has shifted back closer to the Fed’s target, but deviations above or below target over the coming 12-18 months are likely to be driven by demand-side rather than supply-side factors. The Fed’s checklist for liftoff now entirely depends on employment, and there are compelling arguments in favor of outsized jobs growth in the second half of the year that would move forward the timing of the first rate hike. But the reality for investors is that there is tremendous uncertainty concerning the magnitude of these job gains, given the likelihood of some lasting changes to consumer behavior following the pandemic. Visibility about the employment consequences of these changes will remain very low until investors receive more information about likely urban office footprint and downtown commuter presence, the speed at which international travel will return, and to what degree any pandemic control measures remain in place in the second half of the year. For now, investors should remain cyclically overweight stocks versus bonds, short duration, and invested in other procyclical positions, with an eye to reassess the monetary policy and growth outlook in the late summer / early fall. Feature Chart I-1Investors Have Focused On The April Jobs And Inflation Data Investors Have Focused On The April Jobs And Inflation Data Investors Have Focused On The April Jobs And Inflation Data Investors’ attention in May was focused squarely on two, ostensibly contradictory US data surprises: an extremely disappointing April jobs report, and a surge in consumer prices (Chart I-1). Abstracting from the typically lagging nature of consumer prices, a weak labor market is typically disinflationary / deflationary, not inflationary. But this is only to be expected in a typical environment where demand-side factors are predominantly driving the jobs market and the pricing decisions of firms, and the April data has made it clear that domestic and foreign supply-side constraints are now exerting a significant effect on the US economy, more forcefully than we initially thought. This warrants a further analysis of our prior view that supply-side effects would have a moderate effect on activity and prices this year, which we present below. A Deep Dive Into April’s Employment And Inflation Data Chart I-2 shows the difference between the April monthly gain in US jobs by industry compared with those of March. Almost all US industries saw a slower pace of jobs gains in April than March, but the slowdown was particularly acute in the professional & business services, transportation & warehousing, education & health services, construction, and manufacturing industries. By contrast, leisure & hospitality, the industry with the largest employment gap relative to pre-pandemic levels, saw a faster pace of April job gains relative to March. Chart I-2Breaking Down Disappointing April Payroll Gains June 2021 June 2021 In our view, several facts from the April jobs report characterize the labor market as being in a transition towards a post-pandemic state, but also legitimately impacted by labor supply constraints at the low-skilled and blue-collar levels: Within professional & business services, almost all of the slowdown in monthly job gains occurred within temporary help services. Temp help services is a cyclical employment category over the longer-term, but over short periods of time it can also be negatively correlated with gains in full-time positions. April saw a large decline in the number of employed persons at work part time, suggesting that the slowdown in temp help may reflect a shift back to full-time work. Within transportation & warehousing, the slowdown in jobs was entirely attributed to the couriers and messengers subsector, which includes delivery services. In combination with the acceleration in jobs in the leisure & hospitality sector, this likely reflects a shift away from home food delivery towards in-person restaurant orders and the use of aggressive hiring tactics by restaurant owners (including advertisements of cash bonuses following 90 days of completed work, paid vacations, health insurance, and other perks). The slowdown in jobs growth in the construction & manufacturing industries is likely due to two, separate supply constraints: the negative impact of higher input costs such as lumber, semiconductors, and other raw materials, as well as the disincentivizing effects of supplementary unemployment benefits that appears to be limiting the willingness of lower-wage workers to return to work. Chart I-3April's Rise In Core CPI Was Extreme, Even After Removing Some Outliers April's Rise In Core CPI Was Extreme, Even After Removing Some Outliers April's Rise In Core CPI Was Extreme, Even After Removing Some Outliers On the inflation front, Chart I-3 highlights that the April surge in core consumer prices did not just occur because of year-over-year base effects, but because of significant month-over-month increases in prices. Outsized gains in used car prices driven by the impact of the semiconductor shortage on new car production, as well as surging airline fares, did significantly contribute to April’s month-over-month gain, but the dotted line in the chart highlights that the monthly change would still have been extreme relative to history even if these components had increased instead at a 2% annual rate. Taken together, the April employment and inflation data, in conjunction with surveys of US firms as well as the trend in commodity prices, suggest that the labor market and consumer prices are being affected by four separate but related factors: An underlying demand effect, driven by extremely stimulative fiscal & monetary policy as well as economic reopening; A domestic labor shortage Coordination failures and bottlenecks impacting the production of key supply chain components and resource inputs Coordination failures and bottlenecks impacting the logistics of international trade Strong domestic aggregate demand is not likely to wane over the coming 6-12 months, which has been the basis for our view that inflation would rise to modestly above-target levels this year. Given this new evidence of their prominence and impact, it does seem likely that the remaining three supply-side factors will persist for a few more months, suggesting that core inflation may remain quite elevated over the near term. But several points underscore why it remains difficult to accept a view that supply-side factors will remain an important driver of employment and consumer price trends on a 1-year time horizon. Chart I-4Home Schooling Is Impacting The Labor Market June 2021 June 2021 First, domestic labor shortages are occurring in the context of a gap of 8.2 million jobs relative to pre-pandemic levels, underscoring that substantial barriers to returning to work exist. The three most cited barriers are an unwillingness to return to employment for health reasons, an unwillingness to return to work because of supplementary unemployment insurance benefits that are in excess of regular income, and an inability to return to work due to childcare requirements. For example, Chart I-4 highlights that the labor force participation rate has declined the most for women with young children, whose children in many cases are being schooled online rather that in person. But all three of these factors are clearly linked to the pandemic, and are likely to be greatly reduced (or eliminated) in the fall once schools have reopened and income support has ended. Federal supplementary UI benefits are set to expire by labor day, and several US states have already opted out of the program – with benefits set to end in June or July.1 Second, global producers of important commodity inputs (such as lumber) significantly cut production last year under the expectation that the pandemic would greatly reduce spending, only to be whipsawed by a surge in demand stemming from a combination of working from home effects and a massive policy response. Chart I-5 highlights that US industrial production of wood products fell to -10% on a year-over-year basis last April, but that it has subsequently rebounded to a new high. Unlike other supply chain inputs, global semiconductor sales did not decline last April (in the face of enormous PC, tablet, and server/data center demand), but Chart I-6 highlights that DRAM prices, lumber prices, and prices of raw industrial goods may be peaking or have already peaked. Chart I-5Lumber Prices Are Soaring, In Part, Because Supply Was Cut Last Year Lumber Prices Are Soaring, In Part, Because Supply Was Cut Last Year Lumber Prices Are Soaring, In Part, Because Supply Was Cut Last Year Chart I-6Costs of Key Inputs May Be Peaking (Or Have Peaked) Costs of Key Inputs May Be Peaking (Or Have Peaked) Costs of Key Inputs May Be Peaking (Or Have Peaked) Chart I-7Logistical Issues, Which Will Be Resolved, Are Driving Shipping Costs Logistical Issues, Which Will Be Resolved, Are Driving Shipping Costs Logistical Issues, Which Will Be Resolved, Are Driving Shipping Costs Third, while some market participants have attributed the enormous rise in global shipping costs entirely to the underlying demand effect that we noted above, Chart I-7 highlights that this is clearly not the case. The chart shows that the surge in loaded inbound container trade to the Los Angeles and Long Beach ports, to its strongest level since the inception of the data in the mid 1990s, could potentially explain a 75-100% year-over-year rise in shipping costs – less than half of the 250% surge that has occurred over the past 12 months. This strongly points to logistical issues such as the incorrect positioning of cargo containers amid pandemic-related port congestion (and other disruptions such as the temporary grounding of the Ever Given in the Suez canal) as the dominant driver of global shipping costs, which have likely pushed up US non-oil import prices by more than what would normally be implied by the decline in the US dollar (Chart I-8). Global shipping costs have yet to peak, but we expect that these logistical problems will likely be resolved sometime in Q3, or potentially over the summer. This view is underpinned by the fact that the number of global container ships arriving on time rose in March, the first month-over-month increase since June of last year.2 Chart I-8Rising Transport Costs Have Pushed Up US Import Prices Rising Transport Costs Have Pushed Up US Import Prices Rising Transport Costs Have Pushed Up US Import Prices For investors, the key conclusion of this review is that while consumer prices may increase at a faster pace than we initially expected over the coming 3-4 months, supply-side factors are clearly driving outsized gains, and have likely or definite end points before the end of the year. As such, despite the surprising magnitude of these supply-side factors, they do genuinely appear to be transitory. The “Transitory” Debate Most investors would agree that 3-4 months of outsized consumer price increases would not be, in and of themselves, economically significant or investment relevant. But the question of whether even a temporary period of high inflation could persist over a 12-month or multi-year time horizon has become prominent in the marketplace, with some investors believing that it has high odds of fueling an already-established, demand-side narrative supporting higher prices in a way that becomes self-reinforcing among consumers and firms. Indeed, this view has a legitimate grounding in macro theory, and is explicitly recognized in the Fed’s inflation framework – which is called the expectations-augmented or Modern-Day Phillips Curve (“MDPC”). In anticipation of the coming debate about inflation and its causes, we thoroughly reviewed the MDPC in our January report.3 One crucial takeaway from the MDPC framework is that economic activity relative to its potential determines the degree to which inflation deviates from expectations of inflation, not the Fed’s inflation target. If, for example, inflation expectations are meaningfully below target, then the Fed would need to aim for an unemployment rate below its natural rate for some period of time in an attempt to re-anchor expectations closer to its target rate (based on the view that inflation expectations adapt to the actual inflation experience). This is essentially what occurred in the latter half of the last economic expansion, and is what motivated the Fed’s shift to its average inflation targeting regime. The Modern-Day Phillips Curve is “modern” because of the experience of inflation in the late 1960s and 1970s, where ever-rising expectations for inflation (alongside extremely easy monetary policy) became self-reinforcing and caused core PCE inflation to rise to high single-digit territory in the second half of the decade. Thus, the notion that elevated consumer prices over the short-term could increase actual inflation over the longer term via higher expectations – meaning that it would not be transitory – is plausible. Chart I-9The Fed's New Index Of Common Inflation Expectations (CIE) The Fed's New Index Of Common Inflation Expectations (CIE) The Fed's New Index Of Common Inflation Expectations (CIE) Is it likely? In our view, while the odds have increased somewhat over the past month, the answer is no. Chart I-9 presents the Fed’s quarterly index of common inflation expectations (CIE), alongside a model designed to track movements in the index on a monthly frequency. While the Fed’s index includes over 21 inflation expectation indicators, our condensed model uses just six: the 10-year annualized rate of change in headline inflation, the 10-year annualized rate of change in the headline PCE deflator, 5-year/5-year forward and 10-year/10-year forward TIPS breakeven inflation rates, the 3-month moving average of long-term surveyed consumer expectations for inflation, and a proprietary measure of inflation expectations based on an adaptive expectations framework. Chart I-10 highlights that among these six series (shown standardized since mid 2004), three of them have risen quite significantly over the past year: long-dated TIPS breakeven inflation rates (5-5 and 10-10), and long-term consumer expectations for inflation. In our view, the latter series from the University of Michigan is one of the most important for investors to monitor over the coming year, as it is one of the few available measures of “main-street” inflation expectations with a long history. Chart I-10Important Drivers Of The CIE Index Have Risen, But From A Low Base Important Drivers Of The CIE Index Have Risen, But From A Low Base Important Drivers Of The CIE Index Have Risen, But From A Low Base Chart I-11A Deeply Negative Output Gap Last Cycle Made Inflation Expectations Vulnerable To Shocks A Deeply Negative Output Gap Last Cycle Made Inflation Expectations Vulnerable To Shocks A Deeply Negative Output Gap Last Cycle Made Inflation Expectations Vulnerable To Shocks But while the series in the top panel of Chart I-10 have risen sharply, they are rising from an extremely low base and are currently only fractionally above their average since 2004. As noted in our January report, inflation expectations fell significantly in 2014 first because they were highly vulnerable to shocks following a long period of a deeply negative output gap (Chart I-11), and second because they were catalyzed by a substantial US dollar / oil price shock that occurred in that year. We noted above that the odds of extreme near-term price changes ultimately becoming non-transitory have risen somewhat, and Chart I-12 highlights why. The chart presents the annual change in long-term consumer expectations of inflation alongside the annual change in 2-year government bond yields, and notes that the past three cases of a similar-sized spike in expectations were all ultimately met with either a significant rise in short-term interest rates or a major deflationary shock – neither of which we expect to occur over the coming year. Chart I-12Other Consumer Price Expectation Spikes Have Been Met By Rising Rates Or A Deflationary Shock Other Consumer Price Expectation Spikes Have Been Met By Rising Rates Or A Deflationary Shock Other Consumer Price Expectation Spikes Have Been Met By Rising Rates Or A Deflationary Shock However, the fact that the rise in expectations clearly has a mean-reversion component to it, and that the supply-side factors driving month-over-month price increases are temporary in nature, argues against the idea that expectations will rise above the average that prevailed from 2002 – 2014. This suggests that while the baseline for inflation has moved back closer to the Fed’s target, deviations above or below target are likely to be driven by demand-side rather than supply-side factors. The Fed’s Checklist: Focus On Employment Table I-1The Fed’s Checklist For Liftoff June 2021 June 2021 From an investment perspective, the outlook for inflation is important mostly because of its implications for Fed policy, and thus interest rates and equity valuation multiples. My colleague Ryan Swift, BCA’s US Bond Strategist, has presented the Fed’s checklist for liftoff in Table I-1. The Fed has been explicit that they will not raise interest rates until all three boxes are checked, regardless of what is occurring to inflation expectations or actual inflation. The first box in the list is essentially checked, as tomorrow’s April Personal Income and Outlays report will very likely confirm that the core PCE deflator rose in excess of 2% (the headline PCE deflator was already in excess of this in March). And the third criterion is essentially a derivative of the other two, barring the emergence of a significant deflationary shock at the time that the Fed would otherwise begin to raise rates. This means that investors should be entirely focused on labor market developments, and whether they are consistent with the Fed’s assessment of maximum employment. Table I-2 highlights the average monthly nonfarm payroll growth that will be required for the unemployment rate to reach 3.5-4.5%, the range of the Fed’s NAIRU estimates. The table underscores that large gains will be required for the Fed’s maximum employment criteria to be met by the end of this year or year-end 2022, on the order of 410-830k per month. Table I-2Calculating The Distance To Maximum Employment June 2021 June 2021 But the nature of the pandemic and the factors that drove what is still an 8.2 million jobs gap underscore the extreme difficulty in forecasting what monthly job gains are likely to occur on average over the coming 12-18 months. From March to August of last year, monthly changes in nonfarm payrolls exceeded +/-1 million per month, with 20.7 million jobs lost in the month of April 2020 alone. Payroll gains averaged 3.8 million per month in the two months that followed, and if that pace were to be repeated this fall as schools reopen and supplementary unemployment benefits draw to a close in all states it would close 93% of the outstanding jobs gap. This implies that monthly job growth will follow a bimodal distribution over the coming year, with large gains in Q3/Q4 followed by a much more normal pace of jobs growth in Q1/Q2 2022. In our view, the outlook for Fed policy depends significantly on the magnitude of those outsized gains in employment this fall, and there are three main arguments favoring a larger pace of monthly job growth during this period. First, Table I-3 highlights that the jobs gap is most prominent in the leisure & hospitality, government, education & health services, and professional & business services industries, and several observations suggest that Q3/Q4 job gains in these sectors may be sizeable: Table I-3Breaking Down The Pandemic Employment Gap By Industry June 2021 June 2021 70% of the government employment gap shown in Table I-3 can be attributed to education, as government employment also includes education employment at the state and local government level. Many of these jobs, along with those in the education & health services industry, are likely to recover in the fall as schools reopen across the country. As noted in our discussion of the April jobs data, the professional & business services industry includes the “administrative & support services” sector, which accounts for 85% of the overall job gap for the industry. These jobs have likely been impacted heavily by reduced office presence as well as business travel, and may recover further in the fall as many employees shift partially or fully away from working from home. Chart I-13Leisure & Hospitality Employment Is Closely Tracking Hotel Occupancy Leisure & Hospitality Employment Is Closely Tracking Hotel Occupancy Leisure & Hospitality Employment Is Closely Tracking Hotel Occupancy Chart I-13 highlights that the year-over-year growth rates of leisure & hospitality employment and the US hotel occupancy rate are tracking each other quite closely, and that the latter is in a solid uptrend.4 While international travel is likely to remain muted this summer, the rebound in hotel occupancy suggests that Americans are choosing to travel domestically this year and that further gains in occupancy may occur over the coming months. Chart I-14 highlights the second argument in favor of a larger pace of monthly job growth in the second half of the year. The chart shows the clear relationship between reopening and the employment gap, with states that have fully reopened having substantially smaller gaps than states that have not. It is true that some states that have fully reopened are still experiencing a sizeable gap, but this is at least in part due to leisure & hospitality employment that is dependent on the travel patterns of consumers. For example, Nevada still has a 10% employment gap despite having fully reopened, clearly reflecting the impact of reduced tourism to Las Vegas. Thus, as all states move towards being fully reopened later this year, including large states such as New York and California, Chart I-14 suggests that the US jobs gap is likely to narrow significantly. Chart I-14US States That Have Reopened Have A Smaller Employment Gap June 2021 June 2021 Chart I-15Real Output Per Worker Is Not Likely To Rise Further Real Output Per Worker Is Not Likely To Rise Further Real Output Per Worker Is Not Likely To Rise Further Finally, Chart I-15 highlights that the 2020 recession is the only one in which real output per person rose sharply during the recession. It is true that productivity tends to rise over time and that it usually increases in the early phase of an economic recovery, but the rise in real output per worker last year clearly reflects the massive decline in employment and services spending that resulted from pandemic-related control measures and lockdowns. Our sense is that this sharp rise in real output per worker is not likely to be sustained following full reopening and the elimination of barriers to employment, and if real output per worker were to even modestly converge to its prior trend (the dotted line in Chart I-15) it would more than fully close the jobs gap shown in Table I-3 by the end of the year based on consensus growth forecasts for this year. Investment Conclusions Despite compelling arguments for outsized jobs growth in the second half of the year, the bottom line for investors is that there is tremendous uncertainty concerning its magnitude. It seems likely that there will be some lasting changes to consumer behavior following the pandemic, and visibility about the employment consequences of these changes will remain very low until investors receive more information about the likely urban office footprint and downtown commuter presence, the speed at which international travel will return, and the degree to which any pandemic control measures remain in place in the second half of the year. Given the Fed’s criteria for liftoff, developments that imply a pace of jobs recovery that is in line with or slower than the Fed’s unemployment rate projections will ensure that the monetary policy regime will remain supportive of risky asset prices over the coming year. If the employment gap closes rapidly in Q3/Q4, then investor expectations for the timing of the first rate hike will move sharply closer, which could act as a negative inflection point for stock prices. This is now more probable than it was a month ago, as Chart I-16 highlights that the OIS curve has shifted towards expectations of an initial rate hike at the end of next year or early 2023, from mid 2022 previously. Chart I-16Market Rate Hike Expectations Have Shifted Back To Late 2022 / Early 2023 Market Rate Hike Expectations Have Shifted Back To Late 2022 / Early 2023 Market Rate Hike Expectations Have Shifted Back To Late 2022 / Early 2023 Still, abstracting from knee-jerk market reactions, it is the pace of hikes and investor expectations for the terminal Fed funds rate that are the more important fundamental drivers of 10-year Treasury yields, and investors would need to see a very large revision to the latter in order for yields to rise to a point that would restrict economic activity or threaten equity market multiples. Such a revision is highly unlikely over the summer unless incoming evidence strongly suggests that the employment gap will be closed by the end of the year. As highlighted above, this may indeed occur later in the year, but probably not over the coming 3 months. For now, investors should remain cyclically overweight stocks versus bonds, short duration, and invested in other procyclical positions, with an eye to reassess the monetary policy and growth outlook in the late summer / early fall. Jonathan LaBerge, CFA Vice President The Bank Credit Analyst May 27, 2021 Next Report: June 24, 2021 II. Global House Prices: A New Threat For Policymakers House prices are rising rapidly across the developed markets, in response to the extraordinary monetary and fiscal policy stimulus implemented to fight the pandemic. Evidence points to the house price surge being driven by monetary policy that has left real interest rates far below equilibrium levels. Supply factors are a secondary cause of the house price boom. Financial stability risks stemming from rising house prices are less acute than the pre-2008 experience, as overall household leverage has grown more slowly during the pandemic and global banks are better capitalized. Rapidly rising house prices are forcing some central banks to turn less accommodative earlier than expected. The recent hawkish turns by the Bank of Canada and Reserve Bank of New Zealand may be canaries in the coal mine for other central banks – perhaps even the Fed – if house prices and household leverage start rising together. The COVID-19 pandemic led to the sharpest economic recession since World War II, alongside an enormous rise in unemployment. Consensus expectations call for the output gap to be closed (or mostly closed) in most advanced economies by the end of this year, but it remains an open question how quickly these economies will be able to return to full employment amid potentially permanent shifts in demand for office space and goods sold at physical, “brick and mortar” retail locations. Despite this sizeable and swift economic shock, house price appreciation accelerated last year in the developed world. Chart II-1 highlights that US house prices rose at an 18% annualized pace in the second half of 2020, whereas they accelerated at a high-single digit pace in developed markets ex-US (on a GDP-weighted basis). This, in conjunction with a sharp rise in the household sector credit-to-GDP ratio (Chart II-2), has unnerved some investors while raising questions about the implications for monetary policy. Chart II-1House Prices Are Surging Around The World House Prices Are Surging Around The World House Prices Are Surging Around The World Chart II-2Rising Fears About Deteriorating Household Balance Sheets Rising Fears About Deteriorating Household Balance Sheets Rising Fears About Deteriorating Household Balance Sheets Before we discuss the investment implications of the global housing boom, however, we must first accurately determine the reasons why it is happening. The Work-From-Home Effect: Less Than Meets The Eye When analyzing the surprising behavior of the housing market last year, the working-from-home effect brought upon by the pandemic emerges as an obvious factor potentially explaining house price gains. Last year, following recommended or mandatory stay-at-home orders from governments, most office-based businesses rapidly shifted to work-from-home arrangements as an emergency response. However, in the month or two following the beginning of stay-at-home orders, several national US surveys found many office workers preferred the flexibility afforded by work-from-home arrangements. Many employers, correspondingly, found that the productivity of their employees did not suffer while working from home, or that it even improved. Several prominent corporations in the US have subsequently made some work-from-home options permanent, or even allowed employees to work from offices in a different city than they did prior to the pandemic. Newfound work-from-home options have undoubtedly created new demand for housing, and thus explained the surge in house prices seen over the past year in the minds of some investors. However, in our view, evidence from the US, the UK, and France suggests that the work-from-home effect better explains differences in price gains across housing types and within large metropolitan areas, rather than aggregate or national-level changes in house prices. Chart II-3 provides some quantification of the impact of work-from-home policies by plotting US resident migration patterns by city. This data has been compiled by CBRE, and the impact of COVID is shown as the change in net move-ins from 2019 to 2020 per 1000 people. This helps control for the underlying migration pattern that existed in US cities prior to the pandemic. Chart II-3Work From Home Policies Have Impacted Migration Trends… June 2021 June 2021 The chart highlights that the negative migration impact from COVID has been mostly concentrated in New York City and the three most populous cities on the West Coast (by metro area): Los Angeles, San Francisco, and Seattle. And yet, Chart II-4 highlights that house price inflation in these four cities has accelerated to a double-digit pace, only modestly below the national average. Chart II-4...But Cities With Outward Migration Still Have Very Strong House Price Gains ...But Cities With Outward Migration Still Have Very Strong House Price Gains ...But Cities With Outward Migration Still Have Very Strong House Price Gains The house price indexes shown in Chart II-4 represent aggregate, metro area trends, and clearly some regions within these metro areas have experienced house price deceleration or outright deflation versus gains in areas outside the urban core. But Chart II-5 highlights that house prices have declined in Manhattan basically in line with the change in net move-ins as a share of the population, underscoring that double-digit metro area-wide house price gains appear to be vastly disproportionate to changes in net migration. Similarly, Chart II-6 highlights that rents decelerated in the US over the past year but remained in positive territory and grew at a 3.5% annualized rate from February to April. Chart II-5In Manhattan, House Prices Have Tracked Net Migration June 2021 June 2021 Chart II-6Rent Costs Have Decelerated, But Have Not Contracted Rent Costs Have Decelerated, But Have Not Contracted Rent Costs Have Decelerated, But Have Not Contracted Evidence from Paris and London also suggests that a work-from-home effect is insufficient to explain broad house price gains. Panel 1 of Chart II-7 highlights that house prices in France have accelerated significantly, but that apartment prices have decelerated only fractionally in lockstep. Panel 2 shows that the acceleration in house prices does reflect a work-from-home effect, as prices have risen faster in inner Parisian suburbs. Panel 3, however, highlights that Parisian apartment prices, the dominant property type in the urban core, have decelerated modestly. Chart II-8 highlights that house price gains have not even decelerated in greater London; they have been merely been modestly outstripped by gains in Outer South East (outside of the Outer Metropolitan Area). Chart II-7In France, Parisian Apartment Prices Are Simply Lagging, Not Falling In France, Parisian Apartment Prices Are Simply Lagging, Not Falling In France, Parisian Apartment Prices Are Simply Lagging, Not Falling Chart II-8In The UK, Greater London Property Prices Are Accelerating In The UK, Greater London Property Prices Are Accelerating In The UK, Greater London Property Prices Are Accelerating     The Policy Effect: The Fundamental Driver Of The Housing Market Despite the broader location flexibility that work-from-home policies now provide to potential homeowners, it seems inconceivable that the housing market would have responded in the manner that it has over the past year given the size of the economic shock brought on by the pandemic without significant support from policy. Above-the-line fiscal measures to the pandemic have totaled in the double-digits in advanced economies (Chart II-9), and monetary policy has contributed to easier financial conditions via rate cuts, asset purchases, and sizeable programs to support financial market liquidity. Chart II-9There Has Been A Massive Fiscal Policy Response To The Crisis June 2021 June 2021 In fact, Charts II-10-II-13 present compelling evidence that fiscal and monetary policy have been the core drivers of significant house price gains over the past year. Charts II-10 and II-11 plot the above-the-line fiscal response of advanced economies against the year-over-year growth rate in house prices as well as its acceleration (the change in the year-over-year growth rate). The charts show a clearly positive relationship, with a stronger link between the pandemic fiscal response and the acceleration in house prices. Chart II-10Differences In Last Year’s Fiscal Response… June 2021 June 2021 Chart II-11…Help Explain Differences In House Price Gains June 2021 June 2021 Chart II-12Pre-Pandemic Differences In The Monetary Policy Stance… June 2021 June 2021 Chart II-13…Do An Even Better Job Of Explaining 2020 House Price Gains June 2021 June 2021   Charts II-12 and II-13 highlight the even stronger link between house prices and the pre-pandemic monetary policy stance in advanced economies, defined as the difference between each country’s 2-year government bond yield and its Taylor Rule-implied policy interest rate as of Q4 2019. We construct each country’s Taylor Rule using the original specification, with core consumer price inflation, a 2% inflation target, and real potential GDP growth as the definition of the real equilibrium interest rate. The charts make it clear that easy monetary policy strongly explains house price gains in 2020, particularly the year-over-year percent change rather than its acceleration. This makes sense, given that monetary policy was already quite easy in many countries at the onset of the pandemic – meaning that changes were less pronounced than they would have been had interest rates been higher. The explanation that emerges from Charts II-10-II-13 is that historic fiscal easing, combined with an easy starting point for monetary policy – that became even easier last year – enabled demand from work-from-home policies to manifest during an extremely severe recession. We agree that work-from-home policies have shifted the geographic preferences of some home buyers and likely provided a new source of net demand from renters in urban cores purchasing homes in outlying areas. But we strongly doubt that the net effect of work-from-home policies in the midst of an extreme shock to economic activity would have caused the rise in house prices that we have observed, certainly not to this level, without major support from policy. This underscores that policy, and not the work-from-home effect, has and will likely remain the core driver of the global housing market. The Supply Effect: Mostly A Red Herring Chart II-14Countries Fall Into Two Groups In Terms Of The Relative Trend In Real Residential Investment Countries Fall Into Two Groups In Terms Of The Relative Trend In Real Residential Investment Countries Fall Into Two Groups In Terms Of The Relative Trend In Real Residential Investment One perennial question that emerges when analyzing the housing market, particularly in markets with outsized house price gains, is the impact of constrained supply. It is frequently argued that constrained supply is squeezing prices higher in many markets, and that the appropriate policy solution to extreme house price gains is to enable widespread housing construction – not to raise interest rates. We do not rule out the potential impact of constrained supply in certain cities or regional housing markets, and we have highlighted in previous research that a positive relationship does exist between population density in urban regions and median house price-to-income ratios.5 But as a broad explanation for supercharged house price gains, the supply argument appears to fall flat. Chart II-14 presents the most standardized measure of cross-country housing supply available for several advanced economies, the trend in real residential investment relative to real GDP over time. These series are all rebased to 100 as of 1997, prior to the 2002-2007 US housing market boom. The chart makes it clear that advanced economies generally fall into two groups based on this metric: those that have seen declines in real residential investment relative to GDP, especially after the global financial crisis (panel 1), and those that have experienced either an uptrend in housing construction relative to output or have seen a flat trend (panel 2). If scarce housing supply was the core driver of outsized house price gains, then we would expect to see stronger gains in the countries shown in panel 1 and smaller gains in the countries shown in panel 2. In fact, mostly the opposite is true: Charts II-15 and II-16 highlight that the relationship between the level of these indexes today relative to their 1997 or 2005 levels is positively related to the magnitude of house price gains last year, suggesting that housing market supply has generally been responding to demand over the past decade. The US and possibly New Zealand stand as possible exceptions to the trend, suggesting that relatively scarce supply may be boosting prices even further in these markets beyond what fiscal and monetary policy would suggest. Chart II-15Countries That Have Seen A Stronger Pace Of Residential Investment… June 2021 June 2021 Chart II-16…Have Experienced Stronger House Price Gains June 2021 June 2021   Chart II-17Is This Not Enough Supply, Or Too Much Demand? June 2021 June 2021 As a final point about the inclination of investors to gravitate towards supply-side arguments related to the housing market, Chart II-17 presents a simple thought experiment. The chart shows a simple housing supply-demand curve diagram, in a scenario where the demand curve for housing has shifted out more than the supply curve has (thus raising house prices). Is this a scenario in which supply is too tight? Or is it a case in which demand is too strong? In our view, the tight supply answer is reasonable in circumstances where the increase in demand is normal or otherwise sustainable. But Charts II-10-II-13 clearly showed that housing demand is being boosted by easy policy, which in the case of some countries has occurred for years: interest rates have remained well below levels that macroeconomic theory would traditionally consider to be in equilibrium, and this has occurred alongside significant household sector leveraging (Chart II-18). As such, in our view, investors should be more inclined to view the global housing market as generally being driven by demand-side rather than supply-side factors. This Is Not 2007/08 … Yet We highlighted in Chart II-2 above that the household sector debt-to-GDP ratio increased sharply last year, which has raised some questions about debt sustainability among investors. For the most part, the rise in this ratio actually reflects denominator effects (namely a sharp contraction in nominal GDP) rather than a huge surge in household debt. Chart II-19 shows BIS data for the annual growth in total household debt in developed economies was roughly stable last year, at least until Q3 (the most recent datapoint available from the BIS). Chart II-18Low Interest Rates Have Fueled Household Leveraging Low Interest Rtaes Have Fueled Household Leveraging Low Interest Rtaes Have Fueled Household Leveraging Chart II-19Total Credit Growth Has Been Stable, But Mortgage Credit Growth Is Accelerating Total Credit Growth Has Been Stable, But Mortgage Credit Growth Is Accelerating Total Credit Growth Has Been Stable, But Mortgage Credit Growth Is Accelerating Chart II-20US Mortgage Growth Is Picking Up, As Repayments Slow Consumer Credit Growth US Mortgage Growth Is Picking Up, As Repayments Slow Consumer Credit Growth US Mortgage Growth Is Picking Up, As Repayments Slow Consumer Credit Growth But Chart II-19 shows the recent trend in total household debt, which masks diverging mortgage and non-mortgage debt trends. In the US, euro area, Canada, and Sweden, household mortgage debt has accelerated to varying degrees, underscoring that households have likely paid down non-mortgage debt with some of the savings that they have accumulated from a significant reduction in spending on services. Chart II-20 shows this effect directly in the case of the US; mortgage debt growth accelerated by roughly 1.5 percentage points in the second half of the year, whereas consumer credit growth (made up of student loans, auto loans, credit cards, and other revolving credit) decelerated significantly. This aligns with data showing that US households have used some of their savings windfall to pay down their credit card balances. This changing mix within household debt - less higher-interest-rate consumer credit, more lower-interest-rate collateralized mortgage debt – could, on the margin, help mitigate financial stability risks from the housing boom by moderating overall debt service burdens. The starting point for the latter matters, though, in accurately assessing the risks from rising house prices and increased mortgage debt, particularly in countries where household debt levels are already high. According to data from the BIS, the US already has one of the lowest household debt service ratios (7.6%) among the developed economies (Chart II-21).6 This compares favorably to the double-digit debt service ratios in the “higher-risk” countries like Canada (12.6%), Sweden (12.1%) and Norway (16.2%). On top of that, US commercial banks have become far more prudent with mortgage loan underwriting standards since the 2008 financial crisis. The New York Fed’s Household Debt and Credit report shows that an increasing majority of mortgage lending made by US banks since the 2008 crisis has been to those with very high FICO credit scores (Chart II-22). This is in sharp contrast to the steady lending to “subprime” borrowers with poor credit scores that preceded the 2008 financial crisis. The median FICO score for new mortgage originations as of Q1 2021 was 788, compared to 707 in Q4 2006 at the peak of the mid-2000s US housing boom. Chart II-21Diverging Trends In Global Household Debt Servicing Costs Diverging Trends In Global Household Debt Servicing Costs Diverging Trends In Global Household Debt Servicing Costs Chart II-22US Banks Have Become More Prudent With Mortgage Lending US Banks Have Become More Prudent With Mortgage Lending US Banks Have Become More Prudent With Mortgage Lending   US bank balance sheets are also now less directly exposed to a fall in housing values. Residential loans now represent only 10% of the assets on US bank balance sheets, compared to 20% at the peak of the last housing bubble (Chart II-23). This puts the US in the “lower-risk” group of countries in Europe, the UK and Japan where mortgages are less than 20% of bank balance sheets. This compares favorably to the “higher risk” group of countries where residential loans are a far larger share of bank assets (Chart II-24), like Canada (32%), New Zealand (49%), Sweden (45%) and Australia (40%). Chart II-23Banks Have Limited Direct Exposure To Housing Here Banks Have Limited Direct Exposure To Housing Here Banks Have Limited Direct Exposure To Housing Here Chart II-24Banks Are Far More Exposed To Housing Here Banks Are Far More Exposed To Housing Here Banks Are Far More Exposed To Housing Here   Like nature, however, the financial ecosystem abhors a vacuum. “Non-bank” mortgage lenders have filled the void from traditional US banks reducing their lending to lower-quality borrowers, and they now represent around two-thirds of all US mortgage origination, a big leap from the 20% origination share in 2007. Non-bank lenders have also taken on growing shares of new mortgage origination in other countries like the UK, Canada and Australia. Chart II-25Global Banks Can Withstand A Housing Shock June 2021 June 2021 Non-bank lenders do not take deposits and typically fund themselves via shorter-term borrowings, which raises the potential for future instability if credit markets seize up. These lenders also, on average, service mortgages with a higher probability of default, so they are exposed to greater credit losses when house prices decline. However, the risk of a full-blown 2008-style commercial banking crisis, with individual depositors’ funds at risk from a bank failure, are reduced with a greater share of riskier mortgage lending conducted by non-bank entities. This is especially true with global commercial banks far better capitalized today, with double-digit Tier 1 capital ratios (Chart II-25), thanks to regulatory changes made after the Global Financial Crisis. Net-net, we conclude that the overall financial stability implications of the current surge in house prices in the developed economies are relatively modest on average. The acceleration in mortgage growth has occurred alongside reductions in non-mortgage growth, at a time when banks are better able to withstand a shock from any sustained future downturn in house prices. However, if house prices continue to accelerate and new homebuyers are forced to take on ever increasing amounts of mortgage debt, financial stability issues could intensify in some countries. Services spending will recover in a vaccinated post-COVID world, as economies reopen and consumer confidence improves, which will likely end the trend of falling non-residential consumer debt offsetting rising mortgage debt in countries like the US and Canada. Overall levels of household debt could begin to rise again relative to incomes, building up future financial stability risks when central banks begin to normalize pandemic-related monetary policies – a process that has already started in some countries because of the housing boom. The Monetary Policy Implications Of Surging House Prices Rapidly appreciating house prices are becoming an area of concern for policymakers in countries like Canada and New Zealand, where the affordability of housing is becoming a political, as well as an economic, issue. In the case of New Zealand, the government has actually altered the remit of the Reserve Bank of New Zealand (RBNZ) to more explicitly factor in the impact of monetary policy on housing costs. The Bank of Canada announced in April that it would taper its pace of government debt purchases and signaled that its decision was based, at least in small part, on signs of speculative behavior in Canada’s housing market. Macroprudential measures like limiting loan-to-value ratios of new mortgage loans are a policy option that governments in those countries have already implemented to try and cool off housing demand. Yet while such measures can help alleviate demand-supply mismatches in certain cities and regions, the efficacy of such measures in sustainably slowing the ascent of house prices on a national scale is unclear. In the April 2021 IMF Global Financial Stability Report, researchers estimated that, for a broad group of countries, the implementation of a new macro-prudential measure designed to cool loan demand reduced national household debt/GDP ratios by a mere one percentage point, on average, over a period encompassing four years.7 If macroprudential measures are that ineffective in sustainably reducing demand for mortgage loans, then the burden of slowing house price appreciation will have to fall on the more blunt instruments of monetary policy. Importantly, surging house price inflation is not likely to give a boost to realized inflation measures – an important issue given the current backdrop of rapidly rising realized inflation rates in many countries. Housing costs do represent a significant portion of consumer price indices in many developed countries, ranging from 19% in New Zealand to 33% in the US (Chart II-26), with the euro area being the outlier with housing having a mere 2% weighting in the headline inflation index. Chart II-26A Limited Impact On Actual Inflation From Housing June 2021 June 2021 Yet those so-called “housing” categories overwhelmingly measure only housing rental costs and not actual house prices. This is an important distinction because rents – which are often imputed measures like in the US and not even actual rental costs - are rising at a far slower pace than actual house prices in most countries, so the housing contribution to realized inflation is relatively modest. So the good news is that booming house prices will not worsen the acceleration of realized global inflation that has concerned investors and policymakers in 2021. Yet that does not mean that central bankers will not be forced to tighten policy to cool off red-hot housing demand that is clearly being fueled by persistently negative real interest rates. In Chart II-27 and Chart II-28, we show both nominal and real policy interest rates for the “lower risk” and “higher risk” country groupings that we described earlier. The real policy rates are nominal policy rates versus realized headline CPI inflation. The dotted lines in the charts represent the future path of rates discounted by markets. Specifically, the projection for nominal rates is taken from overnight index swap (OIS) forward curves, while the projection for real rates is calculated by subtracting the discounted path of inflation expectations extracted from CPI swap forwards. Chart II-27Markets Discounting Negative Real Rates For The Next Decade Markets Discounting Negative Real Rates For The Next Decade Markets Discounting Negative Real Rates For The Next Decade Chart II-28Negative Real Rates Are Unsustainable During A Housing Bubble Negative Real Rates Are Unsustainable During A Housing Bubble Negative Real Rates Are Unsustainable During A Housing Bubble   There are two key takeaways from these charts: Real policy interest rates are at or very close to the most deeply negative levels seen since the 2008 financial crisis. Markets are discounting that real rates will be at or below 0% for most of the next decade. Admittedly, there is room for debate over what the equilibrium level of real interest rates (a.k.a. “r-star”) should be in the coming years. However, we deem it a major stretch to believe that real rates need to be persistently low or negative for the next ten years to support even trend growth across the developed economies. In our view, the current boom in housing demand and mortgage borrowing provides clear evidence that negative real rates are below equilibrium and, thus, are stimulating credit demand. Thus, the only way for a central bank to cool off housing demand will be to raise both nominal and, more importantly, real interest rates. Canada and New Zealand will be the “canaries in the coal mine” among developed market central banks for such a move. According to the latest Bank of Canada Financial Stability Review, nearly 22% of Canadian mortgages are highly levered, with a loan-to-value ratio greater than 450%, a greater share of such mortgages than during the 2016/17 housing boom (Chart II-29). Canadian house prices have risen to such an extent that home prices in major cities like Toronto, Vancouver and Montreal are among the most expensive in North America.8  Stunningly, a recent Bloomberg Nanos opinion poll revealed that nearly 50% of Canadians would support Bank of Canada rate hikes to cool off the red-hot housing market (Chart II-30). The central bank will be unable to resist the pressure to use monetary policy to slam on the brakes of the housing market – investors should expect more tapering and, eventually, rate hikes from the Bank of Canada over at least the next couple of years. Chart II-29Canadians Are Leveraging Up To Buy Expensive Homes Canadians Are Leveraging Up To Buy Expensive Homes Canadians Are Leveraging Up To Buy Expensive Homes Chart II-3050% Of Canadians Want A Rate Hike To Cool Housing June 2021 June 2021   In New Zealand, worsening housing affordability has reached a point where a 20% down payment on the median national house price is equal to 223% of median disposable income (Chart II-31). This is forcing more first-time home buyers to take on levels of mortgage debt that the RBNZ deems highly risky (top panel). Like the Bank of Canada, the RBNZ will prove to be one of the most hawkish central banks in the developed world over the next couple of years as the central bank follows their newly-revised remit to try and cool off housing demand in New Zealand. Who is next? Housing values, measured by the ratio of median national house prices to median national household incomes, are rising in the US and UK but are still below the peaks of the mid-2000s housing bubble (Chart II-32). Meanwhile, housing is becoming more expensive across the euro area, but not in a consistent manner, with valuations in Germany and Spain having increased far more than in France or Italy. Housing valuations have actually improved in Australia over the past couple of years on a price-to-income basis. The most likely candidates for a housing-related hawkish turn are in Scandinavia, with housing valuations in Sweden and Norway closing in on Canada/New Zealand levels. Chart II-31New Zealand Housing Is Wildly Unaffordable New Zealand Housing Is Wildly Unaffordable New Zealand Housing Is Wildly Unaffordable Chart II-32Global House Price/Income Ratios Are Trending Higher Global House Price/Income Ratios Are Trending Higher Global House Price/Income Ratios Are Trending Higher   Investment Conclusions The current acceleration in global house prices is an inevitable outcome of the extraordinary monetary and fiscal easing implemented during the pandemic. Higher realized inflation is pushing real rates deeper into negative territory in many countries, fueling the demand for housing. Central banks in countries with more stretched housing valuations will be forced to turn more hawkish sooner than expected, leading to tapering and, eventually, rate hikes to cool housing demand. This has negative implications for government bond markets in countries where housing is more expensive and real yields remain too low, like Canada, New Zealand and Sweden (Chart II-33). Investors should limit exposure to government bonds in those markets over the next 6-12 months. Chart II-33Negative Real Yields & Expensive Housing Valuations – An Unsustainable Mix June 2021 June 2021 Bond markets in countries where house prices are not rising rapidly enough to force policymakers to turn more hawkish more quickly – like core Europe, Australia and even Japan - are likely to be relative outperformers. The US and UK are “cuspy” bond markets, as housing valuations are becoming more expensive in those two countries but the Fed and Bank of England are not facing the same domestic political pressure to use monetary policy tools to fight the growing unaffordability of housing. That could change, though, if overall household leverage begins to rise alongside house price inflation as the US and UK economies emerge from the pandemic. Current pricing in OIS curves shows that markets expect the RBNZ and Bank of Canada to begin hiking rates in May 2022 and September 2022, respectively (Table II-1). This is well ahead of expectations for “liftoff” from other developed markets central banks, including the Fed in April 2023. The cumulative amount of rate hikes following liftoff to the end of 2024 is highest in Canada, New Zealand, the US and Australia. Those are also countries with currencies that are trading at or above the purchasing power parity levels derived from our currency strategists’ valuation models. This highlights the difficult choice that central bankers facing housing bubbles must confront, as the rate hikes that will help cool off housing demand will lead to currency appreciation that could impact other parts of their economies like exports and manufacturing. Table II-1Hawkish Central Banks Must Live With Currency Strength June 2021 June 2021 Tracking the second-round economic consequences of eventual monetary policy actions to control excessive house price inflation, particularly in “higher risk” countries, is likely to be the subject of future Bank Credit Analyst / Global Fixed Income Strategy reports. Jonathan LaBerge, CFA Vice President The Bank Credit Analyst Robert Robis, CFA Chief Fixed Income Strategist 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 are very extended, highlighting that investors should expect positive but more modest returns from stocks over the coming 6-12 months. Our monetary indicator has aggressively retreated from its high last year, reflecting a meaningful recovery in government bond yields since last August. The indicator remains above the boom/bust line, however, highlighting that monetary policy remains supportive for risky asset prices. Forward equity earnings already price in a complete earnings recovery, but for now there is no meaningful sign of waning forward earnings momentum. Net revisions remain positive, and positive earnings surprises have risen to their strongest levels on record. Within a global equity portfolio, there has been a modest tick up in global ex-US equity performance, led by European stocks. EM stocks had previously dragged down global ex-US performance, and they continue to languish. Japanese stocks have cratered in relative terms since the beginning of the year, seemingly driven by service sector underperformance resulting from a surge in COVID-19 cases since the beginning of March. While Japanese equity performance may stage a reversal over the coming 3 months as cases counts decline and progress continues on the vaccination front, we expect global ex-US performance to continue to be led by European stocks. The US 10-Year Treasury yield has traded sideways since mid-March, after having risen to levels that were extremely technically stretched. Despite this pause, our valuation index highlights that bonds are still expensive, and that yields could move higher over the cyclical investment horizon if employment growth in Q3/Q4 implies a faster return to maximum employment than currently projected by the Fed. We expect the rise to be more modest than our valuation index would imply, but we would still recommend a short duration stance within a fixed-income portfolio. Commodity prices, particularly copper, lumber, and agricultural commodities, have screamed higher over the past several months. This reflects bullish cyclical conditions, but also pandemic-induced supply shortages that are likely to wane later this year. Commodity prices are extremely technically stretched and sentiment is very bullish for most commodities, suggesting that a breather in commodity prices is likely at some point over the coming several months. US and global LEIs remain in a solid uptrend, and global manufacturing PMIs are strong. Our global LEI diffusion index has declined significantly, but this likely reflects the outsized impact of a few emerging market countries (whose vaccination progress is lagging). 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 later this 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-4Revealed Preference Indicator Revealed Preference Indicator Revealed Preference Indicator 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 The New York Times “Texas, Indiana and Oklahoma join states cutting off pandemic unemployment benefits,” May 18, 2021. 2 The Wall Street Journal, “Shipments Delayed: Ocean Carrier Shipping Times Surge in Supply-Chain Crunch,” May 18, 2021 3 Please see The Bank Credit Analyst "The Modern-Day Phillips Curve, Future Inflation, And What To Do About It," dated December 18, 2020, available at bca.bcaresearch.com 4 To eliminate the pandemic base effect for both series, we adjust the year-over-year growth rates in March and April of this year by comparing them to March and April 2019. 5 Please see Global Investment Strategy "Canada: A (Probably) Happy Moment In An Otherwise Sad Story," dated July 14, 2017, available at gis.bcaresearch.com 6 Importantly, the BIS debt service ratios include the payment of both principal and interest, thus making it a true measure of debt service costs that includes repayment of borrowed funds – a critical issue in countries with high loan-to-value ratios for home mortgages. 7 Please see page 46 of Chapter 2 of the April 2021 IMF Global Financial Stability Report, which can be found here: https://www.imf.org/en/Publications/GFSR/Issues/2021/04/06/global-finan… 8 “Vancouver, Toronto and Hamilton are the least affordable cities in North America: report”, CBC News, May 20, 2021

Highlights Global oil markets will remain balanced this year with OPEC 2.0's production-management strategy geared toward maintaining the level of supply just below demand.  This will keep inventories on a downward trajectory, despite short-term upticks due to COVID-19-induced demand hits in EM economies and marginal supply additions from Iran and Libya over the near term. Our 2021 oil demand growth is lower – ~ 5.3mm b/d y/y, down ~ 800k from last month's estimate – given persistent weakness in realized consumption.  We have lifted our demand expectation for 2022 and 2023, however, expecting wider global vaccine distribution and increased travel toward year-end. The next few months are critical for OPEC 2.0: The trajectory for EM demand recovery will remain uncertain until vaccines are more widely distributed, and supply from Iran and Libya likely will increase this year.  This will lead to a slight bump in inventories this year, incentivizing KSA and Russia to maintain the status quo on the supply side. We are raising our 2021 Brent forecast back to $63/bbl from $60/bbl, and lifting our 2022 and 2023 forecasts to $75 and $78/bbl, respectively, given our expectation for a wider global recovery (Chart of the Week). Feature A number of evolving fundamental factors on both sides of the oil market – i.e., lingering uncertainty over the return of Iranian and Libyan exports and the strength of the global demand recovery – will test what we believe to be OPEC 2.0's production-management strategy in the next few months. Briefly, our maintained hypothesis views OPEC 2.0 as the dominant supplier in the global oil market. This is due to the low-cost production of its core members (i.e., those states able to attract capital and grow production), and its overwhelming advantage in spare capacity, which we reckon will average in excess of 7mm b/d this year, owing to the massive production cuts undertaken to drain inventories during the COVID-19 pandemic. Formidable storage assets globally – positioned in or near refining centers – and well-developed transportation infrastructures also support this position. We estimate core OPEC 2.0 production will average 26.58mm b/d this year and 29.43mm b/d in 2022 (Chart 2). Chart of the WeekBrent Prices Likely Correct Then Move Higher in 2022-23 Brent Prices Likely Correct Then Move Higher in 2022-23 Brent Prices Likely Correct Then Move Higher in 2022-23 Chart 2OPEC 2.0 Will Maintain Status Quo OPEC 2.0 Will Maintain Status Quo OPEC 2.0 Will Maintain Status Quo The putative leaders of the OPEC 2.0 coalition – the Kingdom of Saudi Arabia (KSA) and Russia – have distinctly different goals. KSA's preference is for higher prices – ~ $70-$75/bbl (basis Brent) to the end of 2022. Higher prices are needed to fund the Kingdom's diversification away from oil. Russia's goal is to keep prices closer to the marginal cost of the US shale-oil producers, who we characterize as the exemplar of the price-taking cohort outside OPEC 2.0, which produces whatever the market allows. This range is ~ $50-$55/bbl. The sweet spot that accommodates these divergent goals is on either side of $65/bbl for this year. OPEC 2.0 June 1 Meeting Will Maintain Status Quo With Brent trading close to $70/bbl, discussions in the run-up to OPEC 2.0's June 1 meeting likely are focused on the necessity to increase the 2.1mm b/d being returned to the market over the May-July period. At present, we do not believe this will be necessary: Iran likely will be returning to the market beginning in 3Q21, and will top up its production from ~ 2.4mm b/d in April to ~ 3.85mm b/d by year-end, in our estimation. Any volumes returned to the market by core OPEC 2.0 in excess of what's already been agreed going into the June 1 meeting likely will come out of storage on an as-needed basis. Libya will likely lift its current production of ~ 1.3mm b/d close to 1.5mm b/d by year end as well. We are expecting the price-taking cohort ex-OPEC 2.0 to increase production from 53.78mm b/d in April to 53.86mm b/d in December, led by a 860k b/d increase in US output, which will take average Lower 48 output in the US (ex-GOM) to 9.15mm b/d by the end of this year (Chart 3). When we model shale output, our expectation is driven by the level of prompt WTI prices and the shape of the forward curve. The backwardation in the WTI forward curve will limit hedged revenues at the margin, which will limit the volume growth of the marginal producer. We expect global production to slowly increase next year, and the year after that, with supply averaging 101.07mm b/d in 2022 and 103mm b/d in 2023.  Chart 3US Crude Output Recovers, Then Tapers in 2023 US Crude Output Recovers, Then Tapers in 2023 US Crude Output Recovers, Then Tapers in 2023 Demand Should Lift, But Uncertainties Persist We expect the slowdown in realized DM demand to reverse in 2H21, and for oil demand to continue to recover in 2H21 as the US and EU re-open and travel picks up. This can be seen in our expectation for DM demand, which we proxy with OECD oil consumption (Chart 4). EM demand – proxied by non-OECD oil consumption – is expected to revive over 2022-23 as vaccine distribution globally picks up. As a result, demand growth shifts to EM, while DM levels off. China's refinery throughput in April came within 100k b/d of the record 14.2mm b/d posted in November 2020 (Chart 5). The marginal draw in April stockpiles could also signify that as crude prices have risen higher, the world’s largest oil importer may have hit the brakes on bringing oil in. In the chart, oil stored or drawn is calculated as the difference between what is imported and produced with what is processed in refineries. With refinery maintenance in high gear until the end of this month, we expect product-stock draws to remain strong on the back of domestic and export demand. This will draw inventories while maintenance continues. Chart 4EM Demand Will Recovery Accelerates in 2022-23 EM Demand Will Recovery Accelerates in 2022-23 EM Demand Will Recovery Accelerates in 2022-23 Chart 8China Refinery Runs Remain Strong China Refinery Runs Remain Strong China Refinery Runs Remain Strong COVID-19-induced demand destruction remains a persistent risk, particularly in India, Brazil and Japan. This is visible in the continued shortfall in realized demand vs our expectation so far this year. We lowered our 2021 oil demand growth estimate to ~ 5.3mm b/d y/y, which is down ~ 800k from last month's estimate, given persistent weakness in realized consumption. Our demand forecast for 2022 and 2023 is higher, however, based on our expectation for stronger GDP growth in EM economies, following the DM's outperformance this year, on the back of wider global vaccine distribution year-end (Table 1). Table 1BCA Global Oil Supply - Demand Balances (MMb/d, Base Case Balances) OPEC 2.0's Production Strategy In Focus OPEC 2.0's Production Strategy In Focus Our supply-demand estimates continue to point to a balanced market this year and into 2022-23 (Chart 6). Given our expectation OPEC 2.0's production-management strategy will remain effective, we expect inventories to continue to draw (Chart 7). Chart 6Markets Remained Balanced Markets Remained Balanced Markets Remained Balanced Chart 7Inventories Continue To Draw Inventories Continue To Draw Inventories Continue To Draw CAPEX Cuts Bite In 2023 In 2023, we are expecting Brent to end the year closer to $80/bbl than not, which will put prices outside the current range we believe OPEC 2.0 is managing its production around (Chart 8). We have noted in the past continued weakness in capex over the 2015-2022 period threatens to leave the global market exposed to higher prices (Chart 9). Over time, a reluctance to invest in oil and gas exploration and production prices in 2024 and beyond could begin to take off as demand – which does not have to grow more than 1% p.a. – continues to expand and supply remains flat or declines. Chart 8By 2023 Brent Trades to /bbl By 2023 Brent Trades to $80/bbl By 2023 Brent Trades to $80/bbl Chart 9Low Capex Likely Results In Higher Prices After 2023 OPEC 2.0's Production Strategy In Focus OPEC 2.0's Production Strategy In Focus Bottom Line: We are raising our 2021 forecast back to an average of $63/bbl, and our forecasts for 2022 and 2023 to $75 and $78/bbl. We expect DM demand to lead the recovery this year, and for EM to take over next year, and resume its role as the growth engine for oil demand. Longer term, parsimonious capex allocations likely result in tighter supply meeting slowly growing demand. At present, markets appear to be placing a large bet on the buildout of renewable electricity generation and electric vehicles (EVs). If this does not occur along the trajectory of rapid expansion apparently being priced by markets – i.e., the demand for oil continues to expand, however slowly – oil prices likely would push through $80/bbl in 2024 and beyond.   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 The Colonial Pipeline outage pushed average retail gasoline prices in the US to $3.03/gal earlier this week, according to the EIA. This was the highest level for regular-grade gasoline in the US since 27 October 2014. According to reuters.com, the cyberattack that shut down the 5,500-mile pipeline was the most disruptive on record, shutting down thousands of retail service stations in the US southeast. Millions of barrels of refined products – gasoline, diesel and jet fuel – were unable to flow between the US Gulf and the NY Harbor because of the attack, which was launched 7 May 2021 (Chart 10). While most of the system is up and running, problems with the pipeline's scheduling system earlier this week prevented a return to full operation. Base Metals: Bullish Spot copper prices remained on either side of $4.55/lb (~ $10,000/MT) by mid-week following a dip from the $4.80/lb level (Chart 11). We remain bullish copper, particularly as political risk in Chile rises going into a constitutional convention. According to press reports, the country's constitution will be re-written, a process that likely will pave the way for higher taxes and royalties on copper producers.1 In addition, unions in BHP mines rejected a proposed labor agreement, with close to 100% of members voting to strike. In Peru, a socialist presidential candidate is campaigning on a platform to raise taxes and royalties. Precious Metals: Bullish According to the World Platinum Investment Council, platinum is expected to run a deficit for the third consecutive year in 2021, which will amount to 158k oz, on the back of strong demand. Refined production is projected to increase this year, with South Africa driving this growth as mines return to full operational capacity after COVID-19 related shutdowns. Automotive demand is leading the charge in higher metal consumption, as car makers switch out more expensive palladium for platinum to make autocatalysts in internal-combustion vehicles. Ags/Softs: Neutral Corn prices continued to be better-offered following last week's WASDE report, which contained the department's first look at the 2021-22 crop year. Corn production is expected to be up close to 6% over the 2020-21 crop year, at just under 15 billion bushels. On the week, corn prices are down ~ 15.3%. Chart 10 RBOB Gasoline at a High RBOB Gasoline at a High Chart 11 Political Risk in Chile and Peru Could Bolster Copper Prices Political Risk in Chile and Peru Could Bolster Copper Prices     Footnotes 1     Please see Copper price rises as Chile fuels long-term supply concerns published 18 May 2021 by mining.com. Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Higher Inflation On The Way Higher Inflation On The Way

Highlights The reason to own stocks is not profit growth. The combination of unspectacular sales growth and down-trending profit margins means that global profit growth will be lacklustre, at best. The reason to own stocks is that the ultimate low in the T-bond yield is yet to come. This ultimate low in the T-bond yield will define the ultimate high in the global stock market’s valuation and the end of the structural bull market in stocks. Until that ultimate low in bond yields, long-term investors should own stocks… …and tilt towards long-duration growth sectors and growth-heavy stock markets such as the S&P500 that will benefit most from the final collapse in yields. The correction in DRAM, corn, and lumber prices suggests that the recent mania in inflation expectations is about to end. Fractal trade shortlist: copper and tin are fragile, go long T-bonds versus TIPS. Feature Chart of the WeekGlobal Profits Surged During The Credit Boom, But Have Gone Nowhere Since Global Profits Surged During The Credit Boom, But Have Gone Nowhere Since Global Profits Surged During The Credit Boom, But Have Gone Nowhere Since The main reason to own stocks is not what you think. The usual long-term argument to own stocks is based on profit growth – specifically, that an uptrend in profits drives up stock prices. Except that since 2008, this is not true (Chart of the Week and Chart I-2). Profits have barely grown, yet the global stock market has doubled.1 Chart I-2Since The Credit Boom Ended, Global Profits Have Barely Grown Since The Credit Boom Ended, Global Profits Have Barely Grown Since The Credit Boom Ended, Global Profits Have Barely Grown As profits have barely grown since 2008, the main reason that the global stock market has doubled is that the valuation paid for those profits has surged. Looking ahead, we expect this to remain the main reason to own stocks. The Reason To Own Stocks Is Not Profit Growth Profits are the product of sales and the profit margin on those sales. During the credit boom of the nineties and noughties, the strong tailwind of credit creation supercharged sales growth. At the same time, the profit margin on those sales trended higher (Chart I-3). Chart I-3Since The Credit Boom Ended, Sales Growth Has Slowed And Profit Margins Have Trended Lower Since The Credit Boom Ended, Sales Growth Has Slowed And Profit Margins Have Trended Lower Since The Credit Boom Ended, Sales Growth Has Slowed And Profit Margins Have Trended Lower Hence, in the decade leading up to 2008, global stock market profits surged, outstripping both sales and world GDP. Then the credit boom ended, and profits languished, because: Absent the tailwind from the credit boom, sales growth moderated. The profit margin trended lower. In the post-pandemic years, we expect both trends to persist. The credit boom is not coming back. Furthermore, as the pandemic recession was not protracted, sales are not at a depressed level from which they can play a sharp catch-up, as they did after the 2008 recession and the 2015 emerging markets recession. The structural downtrend in the profit margin will continue. Meanwhile, the structural downtrend in the profit margin will continue. Governments are desperate to mitigate – or at least, contain – the ballooning deficits that have paid for their pandemic stimuluses. Raising corporate taxes from structurally depressed levels is an easy and politically expedient response, as we have already seen from both the Biden administration in the US, and the Johnson administration in the UK. Higher corporate taxes will weigh on structural profit margins (Chart I-4). Chart I-4Corporate Taxes Will Rise From Structurally Depressed Levels Corporate Taxes Will Rise From Structurally Depressed Levels Corporate Taxes Will Rise From Structurally Depressed Levels The combination of unspectacular sales growth and down-trending profit margins means that global profit growth will continue to be lacklustre, at best. The Reason To Own Stocks Is That The Ultimate High In Valuations Is Yet To Come To repeat, the main reason that the global stock market has doubled since 2008 is that its valuation has surged (Chart I-5). Chart I-5The Main Driver Of The Stock Market Has Been Valuation Expansion The Main Driver Of The Stock Market Has Been Valuation Expansion The Main Driver Of The Stock Market Has Been Valuation Expansion In turn, the stock market’s valuation has surged because bond yields have plummeted. Empirically, the valuation of the global stock market is tightly connected with the simple average of the (inverted) yields on the safest sovereign bond, the US T-bond, and the riskier sovereign bond, the Italian BTP. The main reason that the global stock market has doubled since 2008 is that its valuation has surged. Through 2012-13, the decline in the Italian BTP yield, by signifying the fading of euro break-up risk, boosted stock valuations. In more recent years though, it has been the US T-bond yield that has been more influential in driving the global stock market’s valuation (Chart I-6). Chart I-6The Stock Market's Valuation Expansion Is Due To Lower Bond Yields The Stock Market's Valuation Expansion Is Due To Lower Bond Yields The Stock Market's Valuation Expansion Is Due To Lower Bond Yields But the crucial point to grasp is that the relationship between the declining bond yield and stock market valuation becomes exponential. This is because as bond yields approach their lower bound, bond prices have less additional upside but considerably more downside. This extra riskiness of bonds means that investors demand a diminishing risk premium on equities versus bonds. So, as bond yields decline, the required return on equities – which equals the bond yield plus the risk premium – collapses. And as valuation is just the inverse of required return, valuations soar. Chart I-7 and Chart I-8 demonstrate this exponential relationship in practice. Note that the bond yield is on the logarithmic left scale while the stock market’s valuation is on the linear right scale. The logarithmic versus linear scale visually demonstrates that at a lower bond yield, a given change in the bond yield has a much greater impact on the stock market’s valuation. Chart I-7The Relationship Between Lower Bond Yields And Stock Market Valuation Expansion Is Exponential The Relationship Between Lower Bond Yields And Stock Market Valuation Expansion Is Exponential The Relationship Between Lower Bond Yields And Stock Market Valuation Expansion Is Exponential Chart I-8When Bond Yields Reach Their Ultimate Low, Stock Market Valuations Will Surge When Bond Yields Reach Their Ultimate Low, Stock Market Valuations Will Surge When Bond Yields Reach Their Ultimate Low, Stock Market Valuations Will Surge Specifically, if the 30-year yield in the US reached the recent low achieved in the UK, it would boost the stock market’s valuation by nearly 50 percent. We fully expect this to happen at some point in the coming years because of The Shock Theory Of Bond Yields which we introduced in last week’s report. In a nutshell, the shock theory of bond yields states that each successive deflationary shock takes the bond yield to a lower structural level, until it can go no lower. Although it is impossible to predict the timing and nature of individual shocks such as the pandemic, it is easy to predict the statistical distribution of shocks. On this basis, the likelihood of a net deflationary shock is 50 percent within the next three years, and 81 percent within the next five years. Whatever that deflationary shock is, and whenever it arrives, it will mark the ultimate low in the 30-year T-bond yield – at a level close to the recent low in the UK. This ultimate low in the T-bond yield will also define the ultimate high in the global stock market’s valuation and the end of the structural bull market in stocks. Until that ultimate low in bond yields, long-term investors should own stocks. And tilt towards long-duration growth sectors that will benefit most from the final collapse in yields. Growth sectors and growth-heavy stock markets such as the S&P500 will continue to outperform, as they have done consistently since 2008. The Inflation Bubble Is Bursting   The last couple of months has seen a mania in inflation expectations. As industries reconfigured for the end of lockdowns, supply bottlenecks in some commodities led to understandable spikes in their prices. These commodity price increases then unleashed fears about inflation. As investors sought inflation hedges, it drove up commodity prices more broadly … which added to the inflation fears…which added further fuel to the mania in inflation expectations. And so, the indiscriminate rally in commodities continued. The inflation bubble is bursting. But now it seems that the indiscriminate rally is over. DRAM prices have rolled over, belying the thesis that there is widespread shortage in semiconductors (Chart I-9). More spectacularly in the past week, the corn price has tumbled by 12 percent while the lumber price has slumped by 25 percent (Chart I-10). Chart I-9DRAM Prices Have ##br##Rolled Over DRAM Prices Have Rolled Over DRAM Prices Have Rolled Over Chart I-10Lumber Prices Are Correcting, Will Other Commodities Follow? Lumber Prices Are Correcting, Will Other Commodities Follow? Lumber Prices Are Correcting, Will Other Commodities Follow? Given that the commodity rally was indiscriminate, there is a danger that any correction will spread into other commodities like the industrial metals, copper and tin – especially as their fractal structures are at a level of fragility that has identified previous turning points in 2008, 2011, 2015, 2017 and 2020 (Chart I-11 and Chart I-12). Chart I-11Copper's Fractal Structure Is Fragile Copper's Fractal Structure Is Fragile Copper's Fractal Structure Is Fragile Chart I-12Tin's Fractal Structure Is Fragile Tin's Fractal Structure Is Fragile Tin's Fractal Structure Is Fragile In any case, the mania in inflation expectations is about to end. An excellent way to play this is to expect compression in the market implied inflation rate in T-bond yields versus TIPS yields (Chart I-13). Chart I-13The Mania In Inflation Expectations Is About To End The Mania In Inflation Expectations Is About To End The Mania In Inflation Expectations Is About To End Hence, this week’s recommended trade is to go long the 10-year T-bond versus the 10-year TIPS, setting a profit target and symmetrical stop-loss at 3.6 percent.   Dhaval Joshi Chief Strategist dhaval@bcaresearch.com   Footnotes 1  To clarify, Chart 2 shows world stock market earnings per share, both 12-month forward and 12-month trailing. Whereas Charts 1 and 3 show sales and net profits (not per share). Fractal Trading System Fractal Trades 6-Month Recommendations Structural Recommendations Closed Fractal Trades Closed Trades Asset Performance Equity Market Performance   Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Chart II-2Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Chart II-3Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Chart II-4Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed   Indicators To Watch - Interest Rate Expectations 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  

Chart 1Chart 1 Chart 1 Chart 1 Not only did the pandemic claim millions of human lives and cause irreparable suffering, but it also permanently damaged a number of macro series and indicators, some of which we highlight in today’s Sector Insight report. Easy monetary and fiscal policies especially given the proverbial helicopter drop (stimulus checks) made nearly every consumer series unusable be it unit labor costs, average hourly earnings, unemployment insurance claims, etc. Chart 1 highlights that retail sales, the savings rate, and select inflation data are also rendered useless. As it is widely quoted in the media, the rise in fiscal spending was World War II-like, but M1 money supply plotted on a year-over-year growth rate basis dwarfs government largess (Chart 2). With all that money having to flow somewhere, select commodities are going through five standard deviation moves relative to their 50-year mean! Nevertheless, WTI crude oil trumps all else: it managed the unthinkable and traded down to roughly negative $40/bbl, before rebounding to the current $65/bbl level (Chart 3). Finally, BCA’s boom/bust indicator is just that, bust as the COVID-19 recession wreaked havoc to a previously dependable indicator which gauged different stages of the business cycle (Chart 3). Bottom Line:  Further mean reversion looms in economic data across the board including a 4-6% fiscal cliff that will likely come in 2022 (as we highlighted in yesterday’s Webcast) making us wary about the near-term prospects of the US equity market that has likely priced in all the good news. Chart 2Chart 2 Chart 2 Chart 2 Chart 3Chart 3 Chart 3 Chart 3 ​​​​​​​

Highlights US growth has likely peaked. Economic momentum will slow over the coming quarters as the tailwind from stimulus fades and the vaccination campaign winds down. Historically, a slowdown in US growth, as proxied by a decline in the ISM manufacturing index, has been associated with lower overall equity returns, the outperformance of defensive stocks over cyclicals, large caps over small caps, and US equities over their overseas peers. A falling ISM has also been associated with a strengthening dollar, lower Treasury yields, wider credit spreads, a decline in the US Treasury/German bund spreads, falling oil prices, and an increase in the gold-to-copper price ratio. Compared to past episodes, there are three reasons to expect the coming US slowdown to be relatively benign: First, growth is slowing from exceptionally strong levels; second, growth in many other parts of the world is still speeding up; and third, monetary policy will remain highly accommodative in the face of what is likely to be a transitory increase in inflation. We continue to maintain a positive 12-month view on global equities. Nevertheless, with global growth momentum likely to slow later this year, investors who are maximally overweight risk should pare back cyclical exposure. Crypto update: We warned that “Bitcoin is on a collision course with ESG” two weeks ago. Elon Musk’s flip-flop on allowing customers to pay for Teslas in Bitcoin is yet another piece of evidence that ESG concerns will win out. With that in mind, we are going short Bitcoin. Beware The Second Derivative US growth has likely peaked. Economic momentum will slow over the coming quarters as the tailwind from fiscal stimulus fades and the vaccination campaign winds down. According to the Brookings Institution, fiscal easing contributed nearly seven percentage points to US growth in the first quarter (Chart 1). However, fiscal policy is set to detract from growth in the remainder of the year, reflecting the one-off nature of some of the stimulus measures. Chart 1After A Strong Boost, Fiscal Thrust Is Turning Negative Peak Growth And A Whiff Of Stagflation Peak Growth And A Whiff Of Stagflation On the pandemic front, the number of new cases continues to trend lower in the US, thanks mainly to a successful vaccination campaign. A falling infection rate has allowed states to dismantle lockdown measures. Conceptually, it is the change in social distancing measures that correlates with economic growth. While some restrictions remain in place (especially in the educational sector), we are now well past the point of maximum loosening. How have financial markets performed during episodes of slowing US economic growth? To answer this question, we looked at the performance of various assets during periods when the ISM manufacturing index was falling and when it was rising. To add a bit more granularity to the analysis, we also looked at cases when the ISM was trending up and above 50, trending down and above 50, trending down and below 50, and trending up and below 50. As summarized in Table 1 and the Appendix Charts, the key results are as follows: Stocks tend to do best when the ISM is rising. Since 1950, the S&P 500 has risen on average by 1.51% during months when the ISM was trending higher, compared to 0.49% during months when the ISM was trending lower. The results were virtually the same if one restricts the sample to the post-1995 period. While the change in the ISM generally matters more for the S&P 500, absolute levels matter too. Since 1995, the best period for the S&P 500 was when the ISM was below 50 but trending higher (S&P 500 up 2.07%), while the worst period was when the ISM was below 50 and trending lower (S&P 500 up 0.03%). This suggests that swings in the ISM have a bigger effect on the stock market during periods of economic contraction. During periods where the ISM was falling but still above 50, the S&P 500 has delivered a positive – though far from stellar – monthly return of 0.69%. US defensively-geared equities outperformed cyclicals when the ISM was trending lower. During periods when the ISM was falling but still above 50, defensives beat cyclicals by 0.45%. Defensives outperformed cyclicals by 0.84% during periods when the ISM was below 50 and trending lower. US small caps underperformed large caps during periods when the ISM was falling. Non-US stocks also underperformed their US counterparts in a falling ISM environment. The relationship between the ISM and value/growth performance is more ambiguous. To the extent that there is one, value generally outperforms growth when the ISM is below 50. Treasury yields tend to increase, while the yield curve tends to steepen, when the ISM is trending higher. Reflecting the higher beta that Treasuries have to the global business cycle, Treasury yields generally rise more than Germany bund yields when the ISM is on the upswing. Corporate credit spreads tend to widen when the ISM is falling. Spreads narrow the most when the ISM is below 50 but rising. As a countercyclical currency, the US dollar tends to weaken when the ISM is rising and strengthen when the ISM is falling. The prices of cyclically-sensitive commodities such as oil and copper normally decline when the ISM is trending lower, although in general, the bulk of the decline in commodity prices usually occurs only when the ISM has dipped below 50. There is not much of a relationship between gold prices and the ISM. Table 1The Economic Cycle And Financial Assets Peak Growth And A Whiff Of Stagflation Peak Growth And A Whiff Of Stagflation Implications For Today Assuming that the ISM has peaked but remains above 50, the analysis above suggests that the S&P 500 will rise modestly over the coming months; US stocks will edge out non-US stocks; defensives will outperform cyclicals; and large caps will perform slightly better than small caps. The analysis also suggests that Treasury yields will move lower; the Treasury-bund spread will narrow; corporate credit spreads will be flat-to-wider; the dollar will strengthen modestly; and commodities will move broadly sideways. Our own 12-month view is more pro-risk than implied by the ISM analysis. There are three reasons for this: First, US growth is slowing from exceptionally strong levels; second, growth in many other parts of the world is still accelerating; and third, monetary policy remains highly accommodative. Let’s examine each assumption in turn. Reason #1: US growth is slowing from exceptionally strong levels While payroll growth surprised sharply on the downside in April, we suspect this was mainly due to pandemic-induced distortions to the seasonal adjustment mechanism used by the Bureau of Labor Statistics. Seasonally unadjusted payrolls rose by 1.1 million in April, which is broadly consistent with the strong pace of GDP growth tracking estimates. The Atlanta Fed GDPNow model points to growth of 11% in Q2. Bloomberg consensus estimates have US real GDP rising by 8.1% in the second quarter. Growth will decline to 7% in Q3 and 4.7% in Q4, but still average 4% in 2022 (Table 2). Table 2Growth Is Peaking, But At A Very High Level Peak Growth And A Whiff Of Stagflation Peak Growth And A Whiff Of Stagflation Chart 2Firms Will Need To Rebuild Inventories Peak Growth And A Whiff Of Stagflation Peak Growth And A Whiff Of Stagflation US households were sitting on $2.2 trillion in excess savings as of the end of April. This is money they would not have had in absence of the pandemic. Slightly less than half of that stockpile can be attributed to transfer payments, mainly in the form of stimulus checks and unemployment benefits. The rest stems from decreased spending during the pandemic. Not all of this money will be spent immediately. However, given the large sums involved – $2.2 trillion is equivalent to 15% of annual personal consumption – even a partial depletion of these excess savings will be enough to power consumption for the foreseeable future. Meanwhile, firms will have to boost production in order to restore depleted inventories. The inventory-to-sales ratio stands at record low levels (Chart 2). The decline in inventories pushed up the ISM new orders-to-inventory ratio in April, even as the overall ISM index slid from 64.7 in March to 60.7. The new orders-to-inventory ratio tends to lead the ISM index, which suggests that any decline in the ISM index over the coming months will be gradual.    An easing of supply-side constraints should also support growth. Even though overall employment was still 5.2% below pre-pandemic levels in April, a record share of small firms surveyed by the NFIB reported difficulty in filling vacant positions (Chart 3). Enhanced unemployment benefits have eroded the incentive to find work. In addition, many schools remain partially shuttered. Chart 4 shows that mothers with young children have seen a much larger decline in labor force participation than other groups. Chart 3Firms Are Struggling To Find Workers Firms Are Struggling To Find Workers Firms Are Struggling To Find Workers Chart 4Mothers With Children Had To Leave The Labor Force Peak Growth And A Whiff Of Stagflation Peak Growth And A Whiff Of Stagflation Enhanced unemployment benefits will expire in September. As schools resume normal operations, more workers will flow back into the labor market. At the same time, some of the bottlenecks currently gripping the global supply chain should abate, allowing for increased output.   Reason #2: Growth in many other parts of the world is still accelerating Chart 5Over 40% Of S&P 500 Revenues Come From Abroad Peak Growth And A Whiff Of Stagflation Peak Growth And A Whiff Of Stagflation Chart 6Euro Area Data Has Surprised On The Upside Euro Area Data Has Surprised On The Upside Euro Area Data Has Surprised On The Upside S&P 500 constituent firms derive 43% of their revenues from abroad (Chart 5). While Bloomberg estimates suggest that US growth will peak in the second quarter, growth in the euro area is not expected to peak until the third quarter. Mathieu Savary, who heads BCA’s European Investment Strategy service, sees upside risks to European growth estimates for the second half of this year. Consistent with Mathieu’s observations, recent economic data has been surprising to the upside in the euro area (Chart 6). Just this week, economic expectations for both Germany and the wider euro area leaped to the highest level in more than 20 years, according to the ZEW economic research institute. Growth in Japan should also pick up in the remainder of the year. Japan’s vaccination campaign has gotten off to a very slow start, with less than 3% of the population being inoculated to date. The government imposed its third state of emergency on April 25 in response to rising viral case counts. It subsequently extended those restrictions on May 11. The authorities intend to vaccinate the country’s 36 million elderly people by July, when the Olympics are set to begin. This should permit some easing in lockdown measures. Investors are worried that the Chinese economy will slow this year. The Chinese PMIs peaked in November 2020, about the same time as the combined credit/fiscal impulse reached an apex (Chart 7). Jing Sima, BCA’s chief China strategist, expects the general government budget deficit to remain at a still-ample 8% of GDP this year, similar to where it was last year. She expects credit growth to slow by 2%-to-3%, converging towards the pace of nominal GDP growth. Keep in mind that China’s credit-to-GDP ratio stands at 270%. Thus, if credit grows in line with nominal GDP growth of about 10%, this would still leave the stock of credit roughly 27% of GDP higher at the end of 2021 compared to the end of 2020. This hardly constitutes “deleveraging”. A resilient Chinese economy should buoy other emerging markets. Progress on the pandemic front should also help. The UN estimates that as many as 15 billion vaccine doses could be produced by the second half of 2021, enough to inoculate most of the world’s population (Chart 8). The shortages of vaccines in emerging markets could turn into a surfeit by the end of this year, something that market participants do not seem to fully appreciate. Chart 7China: Peak Stimulus And Peak Growth China: Peak Stimulus And Peak Growth China: Peak Stimulus And Peak Growth The rotation in growth momentum from the US to the rest of the world should put downward pressure on the US dollar. A weaker dollar, in turn, has usually coincided with the outperformance of non-US stock markets (Chart 9). Chart 8Vaccine Production Set To Ramp Up Further Peak Growth And A Whiff Of Stagflation Peak Growth And A Whiff Of Stagflation Chart 9A Weaker Dollar Has Coincided With The Outperformance Of Non-US Stock Markets A Weaker Dollar Has Coincided With The Outperformance Of Non-US Stock Markets A Weaker Dollar Has Coincided With The Outperformance Of Non-US Stock Markets   Reason #3: Monetary policy remains highly accommodative The slowdown in US growth is coming at a time when inflation is rising. The core CPI increased by 0.9% month-over-month in April. This was the biggest monthly jump since August 1981. The year-over-year rate climbed to 3.0%, the highest in 25 years. The “whiff of stagflation” helped push the S&P 500 down this week. As we discussed last week, we are very much in the camp that expects inflation to rise significantly over the long haul. Over the next one or two years, however, we would fade inflationary fears. As the example of the 1960s illustrates, a long period of overheating is often necessary to push up inflation in a sustained manner. The US unemployment rate reached its full employment level in 1962. However, it was not until 1966 – when the unemployment rate was two full percentage points below equilibrium – that inflation finally took off (Chart 10). The official core CPI likely overstates underlying inflationary pressures. The pandemic threw all sorts of prices out of whack. Stripping out volatile food and energy prices from inflation is not enough. One needs more refined measures of inflation. Luckily, they exist. Chart 11 shows that median CPI, trimmed-mean CPI, and sticky price CPI all remain well contained. Similarly, relatively clean measures of wage growth, such as the Atlanta Fed Wage Tracker, do not point to an imminent wage-price spiral (Chart 12). Chart 10Inflation Started Accelerating Quickly Only When Unemployment Reached Very Low Levels In The 1960s Inflation Started Accelerating Quickly Only When Unemployment Reached Very Low Levels In The 1960s Inflation Started Accelerating Quickly Only When Unemployment Reached Very Low Levels In The 1960s Inflation Started Accelerating Quickly Only When Unemployment Reached Very Low Levels In The 1960s Inflation Started Accelerating Quickly Only When Unemployment Reached Very Low Levels In The 1960s Chart 11Cleaner Measures Of Inflation Are Telling A Different Story Cleaner Measures Of Inflation Are Telling A Different Story Cleaner Measures Of Inflation Are Telling A Different Story Chart 12Wage Growth Is Still Lackluster Wage Growth Is Still Lackluster Wage Growth Is Still Lackluster All this means that the Fed can afford to sustain exceptionally easy monetary policy. That should keep growth at an above-trend pace and continue to support to equity valuations.   Investment Conclusions My “golden rule” for investing is to stay bullish on stocks unless one thinks there is a recession around the corner (Chart 13). Seeing around the corner is not easy, of course, but it is not impossible either. Chart 13Recessions And Bear Markets Tend To Overlap Peak Growth And A Whiff Of Stagflation Peak Growth And A Whiff Of Stagflation Last year’s recession was caused by a true exogenous shock – the pandemic. Most recessions are endogenous in nature, however. They result from growing imbalances that are usually laid bare by tighter monetary policy. One can debate the extent to which the global economy is plagued by imbalances of one form or another. But one thing is clear, monetary policy is unlikely to turn contractionary any time soon. In this environment, one should remain positive on equities and other risk assets over a 12-month horizon. Nevertheless, with global growth momentum likely to slow later this year, investors who are maximally overweight risk should pare back cyclical exposure. Go Short Bitcoin We warned that “Bitcoin is on a collision course with ESG” two weeks ago in a report entitled “How To Short Bitcoin, Or Anything Else, Without Losing Your Shorts.” Elon Musk’s flip-flop on allowing Tesla customers to pay for Teslas in Bitcoin is yet another piece of evidence that ESG concerns will win out. News that Colonial Pipeline paid hackers 75 bitcoin (nearly $5 million) in ransom further cements Bitcoin’s status as the currency of choice for criminals around the world. With all that in mind, we are going short Bitcoin as of midnight Eastern Daylight Time (EDT) using the shorting technique described in that report. The technique flips the usual risk-reward from shorting on its head. Normally, when you short a stock, your gain is capped at 100% of the initial position whereas your potential loss is unlimited. With our shorting technique, your potential loss is capped at 100% while your potential gain is unlimited. This makes shorting as an investment strategy a lot safer. APPENDIX The Economic Cycle And Financial Assets APPENDIX CHART 1A Peak Growth And A Whiff Of Stagflation Peak Growth And A Whiff Of Stagflation APPENDIX CHART 1B Peak Growth And A Whiff Of Stagflation Peak Growth And A Whiff Of Stagflation Appendix Chart 1C Peak Growth And A Whiff Of Stagflation Peak Growth And A Whiff Of Stagflation Appendix Chart 1D Peak Growth And A Whiff Of Stagflation Peak Growth And A Whiff Of Stagflation Peter Berezin Chief Global Strategist pberezin@bcaresearch.com Global Investment Strategy View Matrix Peak Growth And A Whiff Of Stagflation Peak Growth And A Whiff Of Stagflation Special Trade Recommendations Peak Growth And A Whiff Of Stagflation Peak Growth And A Whiff Of Stagflation Current MacroQuant Model Scores   Peak Growth And A Whiff Of Stagflation Peak Growth And A Whiff Of Stagflation

Highlights Over the 2021-22 period, renewable capacity will account for 90% of global electricity-generation additions, per the IEA's latest forecast. This will follow the 45% surge (y/y) in renewable generation capacity added last year, which occurred despite the COVID-19 pandemic (Chart of the Week). Continued investment in renewables and EVs – along with a global economic rebound – are pushing forecasts at banks and trading companies to a $13k - $20k/MT range for copper, vs. ~ $10.6k/Mt (~ $4.80/lb) at present. Should these stronger metals forecasts prove out, investments that extend low-carbon use of fossil fuels via carbon-capture and circular-use technologies will become more attractive. Investment in these technologies has been limited because there is no explicit global reference price to assess investments against. A carbon market or tax would provide such a bogey and accelerate investment. It could be monitored via a Carbon Market Club, which would limit trade to states posting and collecting the tax.1 Feature At almost 280GW, renewable energy capacity additions last year increased 45% y/y, the most since 1999, according to the IEA's most recent update on renewable energy.2 For this year and next, renewables are expected to account for 90% of capacity additions, led by solar PV investment increasing ~ 50% to 162GW. Wind capacity grew 90% last year, increasing to 114GW, and is expected to increase ~ 50% to end-2022. As renewables generation – and EV investment – continues to grow, demand for bulks (steel and iron ore) and base metals, led by copper, will pull prices higher. This is occurring against a backdrop of flat supply growth and physical deficits over the four years ended 2020 (Chart 2). According to the IEA, a 40% increase in steel and copper prices over the September 2020 to March 2021 period played a role in higher solar PV module prices. Chart of the WeekRenewables Capacity Surges Surging Metals Prices And The Case For Carbon-Capture Surging Metals Prices And The Case For Carbon-Capture The supply side of the copper market will remain in deficit this year and next, in our assessment, and may continue on that trajectory if, as Wood Mackenzie expects, demand grows at a 2% p.a. rate over the next 20 years and miners remain reluctant to commit to the capex required to keep up with demand.3 Chart 2Physical Deficits Will Draw Copper Stocks... Physical Deficits Will Draw Copper Stocks... Physical Deficits Will Draw Copper Stocks... ESG risk for copper – and other metals required to build the generation and infrastructure required in the renewables buildout – will increase as prices rise, which also will add to cost.4 Cost increases coupled with increasing ESG risks in this buildout will increase the attractiveness of carbon-capture and circular-economy technology investment, in our view. This would extend the use of low-carbon fossil fuels if the technology can move the world closer to a net-zero carbon future. However, unless and until policy catalyzes this investment, – e.g., via a global carbon trading price or tax – investment in these technologies likely will continue to languish. Carbon-Capture Tech's Unfulfilled Promise The history of Carbon Capture, Utilization and Storage (CCUS) has been one of high hopes and unmet expectations. It is generally recognized as a route to mitigate climate change; however, its deployment has been slower than expected. Low-carbon technology requires more critical metals than its fossil-fuel counterpart (Chart 3). Apart from the issue of cost, the ESG risks of mining metals for the renewable energy transition will increase as more metals are demanded, which we discussed in previous research.5 According to Wood Mackenzie, mining companies will need to invest nearly $1.7 trillion in the next 15 years to help supply enough metals to transition to a low carbon world.6 Chart 3Low-Carbon Tech Is Metals Intensive Surging Metals Prices And The Case For Carbon-Capture Surging Metals Prices And The Case For Carbon-Capture Given these looming physical requirements for metals, fossil fuels most likely will need to be used for longer than markets currently anticipate, as a bridge to the low-carbon future, or as part of that future, depending on how successfully carbon is removed from the hydrocarbons used to power modern society. If so, using fossil fuels while mitigating their environmental impact will require highly focused technology to lower CO2 and other green-house gas (GHG) emissions during the transition to a low-carbon future. Enter CCUS technology: This technology traps CO2 from sources that use fossil fuels or biomass to make the energy required to run modern societies. In the current iterations of this technology, CO2 can either be compressed and transported, or stored in geological or oceanic reservoirs. This can then be used for Enhanced Oil Recovery (EOR) to extract harder-to-reach oil by injecting CO2 into the reservoirs holding the hydrocarbons.7 The Scope For CCUS Investment CCUS investment spending is increasing, as are the number of planned facilities using or demonstrating this technology. In the 2020 edition of its Energy Technology Perspectives, the IEA noted 30 new integrated CCUS facilities have been announced since 2017, mostly in advanced economies such as US and Europe, but also in some EM nations. As of 2020, projects at advanced stages of planning represented a total of $27  billion, more than double the investment planned in 2017 (Chart 4). Among its many goals, the Paris Agreement seeks a balance between emissions by man-made sources and removal by greenhouse gas (GHGs) sinks (absorption of the gases) in the second half of the 21st century. Practically, many countries – especially EM economies – will still need to use fossil fuels to develop during this period (Chart 5).8 Chart 4Carbon-Capture Projects To Date Surging Metals Prices And The Case For Carbon-Capture Surging Metals Prices And The Case For Carbon-Capture Chart 5EM Development Will Require Fossil-Fuel Energy Surging Metals Prices And The Case For Carbon-Capture Surging Metals Prices And The Case For Carbon-Capture CCUS In The Energy Sector As a fuel that emits fewer GHGs than coal – i.e., half the CO2 of coal – natural gas can be used effectively as a bridge to green-power generation (Chart 6). Chart 6Natural Gas Will Remain Attractive As A Bridge Fuel Surging Metals Prices And The Case For Carbon-Capture Surging Metals Prices And The Case For Carbon-Capture The CO2 in natgas needs to be removed before dry gas is sold as pipeline-quality gas or LNG. This CO2 is normally vented to the atmosphere; however, by using CCUS technology, it can be reinjected into geological formations and used for EOR. For this reason, LNG companies in the US, the world’s largest LNG exporter, have been looking into investing in CCUS technology in a bid to become greener.9 CCUS can also be used to produce low-cost hydrogen – so-called blue hydrogen – using natural gas and coal, as opposed to the more expensive electrolysis process, which uses renewables-based electricity to produce "green" hydrogen. The lower blue-hydrogen costs will make clean hydrogen more accessible to emerging nations, opening new avenues for the world to use the energy carrier in its decarbonization effort. The Value Of Ccus In Other Industries CCUS technology can be retrofitted to existing power and industrial plants, which, according to the IEA, could otherwise still emit 8 billion tons of CO2 in 2050, around one-quarter of annual energy-sector emissions in 2020. Of the fossil fuel generators, coal-fired power generation presents the biggest CO2 challenge, with most of the emissions coming from China and other EM Asia nations, where the average plant age is less than 20 years. Since the average age of a coal fired power plant is 40 years, according to the US National Association of Regulatory Commissioners, this implies that these plants have a long remaining life and could still be operating until 2050. CCUS is the only alternative to retiring or repurposing existing power and industrial plants. The IEA believes that CCUS is imperative to reach net-zero carbon emissions. In its Sustainable Development Scenario - in which global CO2 emissions from the energy sector decline to net-zero by 2070 – CCUS accounts for 15% of the cumulative reduction in emissions. If the world needs to reach net-zero by 2050 instead, it will need almost 50% more CCUS deployment.10 Properly implemented and scaled, CCUS can allow industries to continue using oil, gas and coal and to attain net-zero carbon emission targets, boosting demand for fossil fuels in the medium term. This is especially important to EM development. Why Aren’t We Further Along In CCUS? What Can Be Done? The main reason CCUS isn’t used more widely is because of its cost. Currently, the cost of capturing carbon varies, based on the amount of CO2 concentration, with Direct Air Capture being most expensive (Chart 7). Given the prohibitive costs, CCUS has not been commercially viable. However, the same argument could have been used against implementing renewable sources of energy. While at one point the Levelized Cost of Energy from renewable sources was high, as these sources have been scaled up – aided in no small part by government subsidies – costs have fallen, following something akin to a Moore’s Law cost-decay curve. A Levelized Cost of Energy for solar generation reported by Lazard Ltd., which allows for comparisons across technologies (e.g., fossil-fuel vs renewable), shows generation costs fell by 89% to $40/MWh from $359/MWh from 2009-2019 (Chart 8). This learning curve was able to take place because of government subsidies, which promoted the deployment of solar technology. Chart 7CCUS Can Be Expensive Surging Metals Prices And The Case For Carbon-Capture Surging Metals Prices And The Case For Carbon-Capture Chart 8Subsides Could Support CCUS, Just As Was Done For Solar Subsides Could Support CCUS, Just As Was Done For Solar Subsides Could Support CCUS, Just As Was Done For Solar The cost of CCUS technology is falling. For example, in 2019 the Global CCS Institute reported it cost $100/ton to capture carbon from the Canada-based Boundary Dam using a CCS unit built in 2014. The cost of carbon captured at the US-based Petra Nova plant – built three years later – using improved technology was $65/ton. Both are coal-powered electricity plants. The report also noted coal-fired power plants planning to commence operations in 2024-28 using the same CCS technology as those at Boundary Dam and Petra Nova expect carbon costs to be ~ $43/ton, due to steeper learning curves, research, lower capital costs due to economies of scale, and digitalization. One commonality amongst these sources of cost reductions is that companies need to invest more into CCUS and familiarize themselves with this technology. As was the case with renewables, government subsidies would reduce the prohibitive costs of operating CCUS technology, and draw more participation to refining this technology. Early, first-of-its-kind CCUS will be expensive, however subsidies in the form of capital support or tax credits will increase CCUS implementation and research. Boundary Dam and Petra Nova are examples of facilities that benefitted from government subsidies. The facilities received $170 million and $200 million respectively from Canadian and US Government agencies at the time of the CCS units’ construction. The US has also implemented a 45Q tax credit system which pays facilities $50/ton of CO2 stored and $35/ton of CO2 if it is used in applications like Enhanced Oil Recovery. According to the Global CCS Institute, in late-2019, of the eight new CCUS projects that were added in the US, four cited the presence of 45Q as the key driver. Putting Carbon Markets And Taxes To Work The EU’s Emissions Trading System (ETS) market, which was implemented in 2005, is an example of innovative policy which incentivizes companies to curb emissions, using market forces. The price of carbon measured in these markets puts a tangible value on a negative externality, which before this went unrecorded. The downside of this ETS is its reliance on the EU's environmental policy implementation, which is subject to policy changes that complicate supply-demand analysis for longer-term planning – e.g., the recent increase in its emissions target to a minimum of 55% net reduction in GHG emissions by 2030. An alternative to policy-driven trading of emissions rights is a per-ton tax on emissions, which governments would impose and collect. This would raise costs of technologies using fossil fuels – including those used in the mining industry to increase supply of critical bulks and base metals needed for the renewables transition. At the same time, such a tax would give firms supplying and using technologies that raise CO2 levels an incentive to lower CO2 output using CCUS technologies. ETS markets and governments imposing CO2 taxes could form Carbon Market Clubs – a technology developed by William Nordhaus, the 2018 Nobel Laureate in Economics – that restrict trading to states that can demonstrate their participation and support of actual carbon-reduction detailed in the Paris Agreement via trading or tax schemes.11 As the green energy transition gains traction and governments implement more net-zero emissions policies, the price of carbon will rise. As the price of carbon rises, the price tag associated with companies’ carbon emissions will increase with it. With market participants expecting the price of carbon to continue to rise after hitting record values, the incentive for companies operating in the EU to use CCUS technology will rise, as would the incentive for firms facing a carbon tax.12 Bottom Line: Given the meteoric price rise of green metals, underfunded capex, and the ESG risks associated with mining metals for the low carbon future, we expect fossil fuels to play a larger role in the transition to a low-carbon society than markets are currently expecting. For countries to be able to use fossil fuels while ensuring they achieve their climate goals, the use of CCUS technology is important. To increase CCUS uptake, governments will need to subsidize this technology until demand for it gains traction, just like in the case of renewables. Encouraging ETS and carbon-tax schemes also will be required to catalyze action.   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 Brent prices were knocking against the $70/bbl door going to press, following the IEA's assessment of a robust demand recovery in 2H21 (Chart 9). The IEA took its 1H21 demand growth down 270k b/d, owing to COVID-19-induced demand destruction in India, OECD Americas and Europe, but left its 2H21 estimate intact, making overall demand growth for this year 5.4mm b/d. The EIA also expects 5.4mm b/d demand growth for this year, and growth of 3.7mm b/d next year. OPEC left its full-year 2021 demand growth estimate at 6mm b/d. OPEC 2.0 meets again on June 1 and will look to return more of its sidelined production to the market, in our estimation. We will be updating our supply-demand balances and price forecasts in next week's report. Base Metals: Bullish Spot copper prices traded on either side of $4.80/lb on the CME/COMEX market this week as we went to press. Threats of a tax increase in Chile, where a bill calling for such a measure is making its way through Congress; a potential strike by mine workers; and a shortage of sulfuric acid used in the extraction of ore brought about, according to Bloomberg, by reduced global sulfur supplies due to lower refinery runs during the pandemic all are keeping copper well bid. Our target for Dec21 COMEX copper remains $5/lb (~ $11k/ton on the LME). We remain long calendar 2022 COMEX copper vs short 2023 COMEX copper expecting physical supply deficits to continue to force storage draws, which will backwardate the metal's forward curve. Precious Metals: Bullish US CPI data on Wednesday showed that headline inflation rose by 4.2% for the month of April compared to the previous year. While this increase is the highest since 2008, this jump could also be fueled by a low base effect – Inflation levels were falling this time last year as the pandemic picked up. While rising prices increases demand for gold as an inflation hedge, if the Federal Reserve increases interest rates on the back of this data, the US dollar will rise, negatively affecting gold prices (Chart 10). However, we do not expect the Fed to abruptly change its guidance on this report, and therefore expect the central bank will treat this blip as transitory. As of yesterday’s close, COMEX gold was trading at $1,835.9/oz. Ags/Softs: Neutral Going to press, the Chicago soybean market was surging ahead of the scheduled World Agriculture Supply and Demand Estimates (WASDE) report due out later Wednesday. Front-month beans were trading ~ $16.70/bu, up 2% on the day. This month's WASDE will contain the USDA's first estimate for demand in ag markets for the 2021/22 crop year. Markets are expecting supplies to tighten as demand strengthens. Chart 9 Brent Prices Going Up Brent Prices Going Up Chart 10 Covid Uncertainty Could Push Up Gold Demand Covid Uncertainty Could Push Up Gold Demand   Footnotes 1     Please see Carbon Market Clubs and the New Paris Regime published by the World Bank in July 2016.  The intellectual and computational framework for such technology was developed by William Nordhaus, the 2018 Nobel Laureate in Economics. 2     Please see Renewable Energy Market Update, Outlook for 2021 and 2022.pdf, published by the IEA this week. 3    WoodMac notes, "without additional substantial investment, production will decline from 2024 onwards. Coupled with demand growth, this decline in output will lead to a theoretical shortfall of around 16 Mt by 2040."  The consultancy estimates an additional $325 - $500+ billion will be needed to meet copper demand over this period.  Please see Will a lack of supply growth come back to bite the copper industry? Published 23 March 2021 by woodmac.com. 4    Please see Renewables ESG Risks Grow With Demand, which we published 29 April 2021.  It is available at ces.bcaresearch.com. 5    Refer to footnote 4. 6    Please see Low carbon world needs $1.7 trillion in mining investment, published by Reuters. 7     This method is used to increase oil production. It changes the properties of the hydrocarbons, restores formation pressure and enhances oil displacement in the reservoir. Using EOR, oil companies can recover 30% to 60% of the original oil level in the reservoir.  Please see Enhanced Oil Recovery published by the US Department of Energy. 8    Please see the Reuter’s column CO2 emission limits and economic development. 9    Please see World Oil’s U.S. LNG players tout carbon capture in bid to boost green image. 10   Please see IEA’s Special Report on Carbon Capture Utilisation and Storage, published as a part of the Energy   Technology Perspective 2020.  11    See footnote 1 above. 12    Please see Cost of polluting in EU soars as carbon price hits record €50 by the Financial Times. Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Higher Inflation On The Way Higher Inflation On The Way

Highlights The US is only one deflationary shock away from a European level of bond yields. On a multi-year horizon, a deflationary shock is a near-certainty. The shock will be deflationary, because even if it starts inflationary, it will quickly morph into deflationary. The reason is that the sharp backup in bond yields resulting from an inflationary shock would undermine the value of $300 trillion worth of global real estate, and thereby unleash a massive deflationary impulse. Hence, the US 30-year bond will ultimately deliver an absolute return approaching 100 percent, in absolute terms… …and relative to core European and Japanese bonds. Fractal trade shortlist: Stocks to consolidate versus bonds; Commodities look dangerously frothy; Buy USD/CAD. Feature Chart of The WeekThe Structural Level Of Bond Yields Depends On The Number Of Lasting Deflationary Shocks The Structural Level Of Bond Yields Depends On The Number Of Lasting Deflationary Shocks The Structural Level Of Bond Yields Depends On The Number Of Lasting Deflationary Shocks Ten years ago, 30-year bond yields in the US, UK and Germany stood at near-identical levels, around 3 percent. Today though, those yields are widely dispersed: the US at 2.3 percent, the UK at 1.3 percent, and Germany at 0.3 percent. What happened? In 2012, the German bond yield decoupled from the UK and the US, because the deflationary shock from the euro debt crisis was focussed in the euro area. Then, in 2016, the UK bond yield decoupled from the US, because the deflationary shock from Brexit was focussed in the UK and EU27 (Chart Of The Week). The ‘Shock Theory’ Of Bond Yields Welcome to a new concept – the ‘shock theory’ of bond yields. According to this theory, the structural level of high-quality government bond yields is simply a function of the number of lasting deflationary shocks that the economy has suffered. Each successive deflationary shock takes the bond yield to a lower structural level until it can go no lower (Chart I-2). Chart I-2Each Successive Deflationary Shock Takes The Bond Yield To A Lower Structural Level, Until It Can Go No Lower Each Successive Deflationary Shock Takes The Bond Yield To A Lower Structural Level, Until It Can Go No Lower Each Successive Deflationary Shock Takes The Bond Yield To A Lower Structural Level, Until It Can Go No Lower Since 2011, US, UK and German bond yields have decoupled because the US has suffered the legacies of one fewer deflationary shock than the UK, and two fewer deflationary shocks than Germany. But the important corollary is that the US is only one deflationary shock away from a European level of bond yields. When that deflationary shock arrives and the US 30-year bond yield reaches the recent low achieved in the UK, it will equate to a price gain of over 50 percent. And if the yield reaches the recent low achieved in Germany, it will equate to a price gain of well over 100 percent. Many people say that such gains are impossible. Yet ten years ago these same people were saying that UK and German long-duration bonds could never reach near-zero yields, and look what happened! Our high-conviction view is that the long-duration US bond will ultimately deliver a stellar absolute return, and a stellar relative return versus core European and Japanese bonds. The simple reason is that another deflationary shock is just a matter of time away. Long-Term Investors Must Always Plan For A Shock Most strategists and investors claim that shocks, such as the pandemic, are inherently unpredictable, and therefore that you cannot plan for them. We disagree. Yes, the timing and nature of individual shocks are inherently unpredictable. But as we explained in How To Predict Shocks, the statistical distribution of shocks is highly predictable. What constitutes a shock? There is no established definition, so our definition is any event that causes the long-duration bond price in a major economy to rally or slump by at least 25 percent.1 (Chart I-3) Using this definition through the last 50 years, we can say that the statistical distribution of the number of shocks in any ten-year period is Poisson (3.33) and the statistical distribution of the time between shocks is Exponential (3.33). Chart I-3A Shock Is A 25 Percent Move In The Long Duration Bond Price, And A Shock Tends To Come Every 3 Years A Shock Is A 25 Percent Move In The Long Duration Bond Price, And A Shock Tends To Come Every 3 Years A Shock Is A 25 Percent Move In The Long Duration Bond Price, And A Shock Tends To Come Every 3 Years It follows that in any ten-year period, the likelihood of suffering a shock is a near-certain 96 percent (Chart I-4). And even in any five-year period, the likelihood of a shock is an extremely high 81 percent. Chart I-4On A Multi-Year Horizon, A Shock Is A Near-Certainty The 'Shock Theory' Of Bond Yields The 'Shock Theory' Of Bond Yields For many people, this creates a cognitive dissonance. Even though a shock is a near-certainty, they cannot visualise its exact nature or timing, so they resist planning for it. Yet long-term investors must always plan for shocks. Not to do so is unforgiveable. An Inflationary Shock Will Quickly Morph Into A Deflationary Shock The crucial question is, will the next shock be deflationary, or inflationary? Our high-conviction view is that it will be net deflationary. Meaning that even if the shock starts as inflationary, it will quickly morph into deflationary. The simple reason is that the sharp backup in bond yields that would come from an inflationary shock would undermine the value of $300 trillion worth of global real estate, and thereby unleash a massive deflationary impulse. The 2010s housing boom was unprecedented in its penetration and regional breadth, simultaneously encompassing cities, suburbs, and rural areas across North America, Europe, Asia and Australasia. As prices doubled almost everywhere, the value of global real estate surged by $150 trillion (Chart I-5), of which $75 trillion was due to the valuation uplift from lower bond yields (Chart I-6). To put this into context, lower bond yields have boosted the value of global real estate by the equivalent of world GDP! Chart I-5In The 2010s Housing Boom, The Value Of Global Real Estate Surged By $150 Trillion… In The 2010s Housing Boom, The Value Of Global Real Estate Has Surged By $150 Trillion... In The 2010s Housing Boom, The Value Of Global Real Estate Has Surged By $150 Trillion... Chart I-6…Of Which $75 Trillion Was Due To Lower Bond Yields ...Of Which $75 Trillion Is Due To Lower Bond Yields ...Of Which $75 Trillion Is Due To Lower Bond Yields Many people believe that real assets, such as real estate and equities, perform well in an inflationary shock, but this is a misunderstanding. Granted, the income generated by real assets should keep pace with nominal GDP. But the valuation paid for that income will collapse if it starts off at an elevated level, such as now. The starting valuation needed to generate a given real return during an inflationary shock is much lower than during price stability. For example, for equities in the low-inflation 1990s and 2000s, a starting price to earnings multiple of 15 consistently generated a prospective 10-year real return of 10 percent. But in the inflation shock of the 1970s, the same starting multiple of 15 generated a real return of zero. To generate a real return of 10 percent, the starting multiple had to halve to 7 (Chart I-7). Chart I-7In The 1970s Inflationary Shock, Valuations Collapsed In The 1970s Inflationary Shock, Valuations Collapsed In The 1970s Inflationary Shock, Valuations Collapsed How much can bond yields rise before undermining the value of global real estate? Over the past decade the global rental yield has not been able to deviate from the global long-duration bond yield by more than 100 bps.2 Given that the bond yield is already around 25 bps above the rental yield, we deduce that the long-duration bond yield can rise by no more than 75 bps before global real estate prices start getting hurt (Chart I-8).  Chart I-8The Bond Yield Can Rise By No More Than 75 Bps Before Global Real Estate Prices Get Hurt The Bond Yield Can Rise By No More Than 75 Bps Before Global Real Estate Prices Get Hurt The Bond Yield Can Rise By No More Than 75 Bps Before Global Real Estate Prices Get Hurt To repeat our key structural recommendation, the long-duration US bond will ultimately deliver a stellar absolute return, and a stellar relative return versus core European and Japanese bonds. Candidates For Countertrend Reversal This week we note that the rally in stocks versus bonds (MSCI All Country World versus 30-year T-bond) is likely to consolidate in the coming months – given the fragility in the 260-day fractal structure similar to previous turning points in 2008, 2010, 2013, and 2020 (Chart I-9). Chart I-9The Rally In Stocks Versus Bonds Is Likely To Consolidate In The Coming Months The Rally In Stocks Versus Bonds Is Likely To Consolidate In The Coming Months The Rally In Stocks Versus Bonds Is Likely To Consolidate In The Coming Months We also repeat our warning to steer clear of commodities. The rally in all commodities is becoming dangerously frothy, displaying the extremes of fractal fragility seen in 2008. (Chart I-10and Chart I-11). Chart I-10The Rally In Commodities Is Becoming Dangerously Frothy... The Rally In Commodities Is Becoming Dangerously Frothy... The Rally In Commodities Is Becoming Dangerously Frothy... Chart I-11...Displaying The Extremes Of Fractal Fragility Seen In 2008 ...Displaying The Extremes Of Fractal Fragility Seen In 2008 ...Displaying The Extremes Of Fractal Fragility Seen In 2008 A good trade right now is to short the Canadian dollar. Based on the loonie’s composite fractal structure, a lot of good news is already priced in, including the dangerously frothy commodity markets and the Bank of Canada’s (hawkish) taper of asset purchases. As such we expect the Canadian dollar to reverse in the coming months (Chart I-12). Chart I-12Short The Canadian Dollar Short The Canadian Dollar Short The Canadian Dollar Go long USD/CAD, setting a profit-target and symmetrical stop-loss at 3.7 percent. Dhaval Joshi Chief Strategist Footnotes 1 As bond yields approach their lower limit, this definition of a shock will need to change as it will become impossible for long-duration bond prices to rally by 25 percent. 2 Here, the global long-duration bond yield is defined as the average of the 30-year yields in the US and China. Fractal Trading System Fractal Trades 6-Month Recommendations Structural Recommendations Closed Fractal Trades Closed Trades Asset Performance Equity Market Performance   Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Chart II-2Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area     Chart II-3Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Chart II-4Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed     Indicators To Watch - Interest Rate Expectations 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 US natural gas prices will remain well supported over the April-October injection season, as the global economic expansion gains traction, particularly in Europe, which also is refilling depleted storage levels. China's natgas demand is expected to rise more than 8% yoy, and EM Asia consumption also will be robust, which will revive US liquified natural gas (LNG) exports. Exports of US light-sweet crude into the North Sea Brent pricing pool – currently accounting for close to half the physical supply underpinning the global oil-price benchmark – also will increase over the course of the year, particularly in the summer, when maintenance will markedly reduce the physical supply of crudes making up the Brent index. At the margin, coal demand will increase in the US, as industrial natgas demand and LNG exports incentivize electric generators to favor coal. Higher-than-expected summer temperatures in the US also would boost coal demand.  This will be tempered somewhat in Europe, where carbon-emissions rights traded through €50/MT for the first time this week on the EU's Emission Trading System (ETA). We expect US LNG and oil exports to revive this year (Chart of the Week) and remain long natgas in 1Q22. Feature The importance of US LNG and crude oil exports out of the US Gulf to the global economy is only now becoming apparent. As demand for these fossil fuels grows and the supply side continues to confront a highly uncertain risk-reward tradeoff, their importance will only grow. In natgas markets, US LNG cargoes out of the US Gulf balanced demand coming from Asia and Europe this past winter, which was sharply colder than expected and stretched supply chains globally. As a widening economic recovery from the COVID-19 pandemic spurs industrial, residential and commercial demand, and inventories in Europe and Asia are re-built in preparation for next winter, US LNG exports will be called upon to meet increasing demand, particularly since they are priced attractively vs regional importing benchmarks, with differentials vs the US presently $4+/MMBtu vs Europe and $5+/MMBtu vs Asia (Chart 2).1 Chart of the WeekUS LNG, Oil Export Growth Will Rebound US LNG, Oil Export Growth Will Rebound US LNG, Oil Export Growth Will Rebound Chart 2Lower US Natgas Prices Encourage LNG Exports Importance Of US Gas, Oil Exports Increases Daily Importance Of US Gas, Oil Exports Increases Daily In oil markets, an ongoing kerfuffle in the pricing of Brent Blend brought about by falling North Sea crude oil production makes American light-sweet crude oil exports from the Gulf (i.e., WTI produced mostly in the Permian Basin) account for almost half of the physical supplies in this critical benchmark-pricing market.2 US LNG Exports Will Increase US natural gas prices will remain well supported as the global economic expansion gains traction, and the US and Europe open the April-October injection season well bid (Chart 3). US inventories are expected to end the Apr-Oct injection season at just over 3.7 TCF according to the EIA, very close to where they ended the 2020 injection season. Chart 3US, Europe Rebuild Storage Importance Of US Gas, Oil Exports Increases Daily Importance Of US Gas, Oil Exports Increases Daily Higher US LNG exports, industrial, commercial and residential demand will be offset by lower consumption from electric generators this year, netting to a slight decline in overall demand. The EIA expects generators to take advantage of lower generating costs to be had burning coal to produce electricity, a view we share given the current differentials in the forward curves for each fuel (Chart 4).3 On the supply side, the EIA's expecting output to remain unchanged from last year at just under 91.5 BCF/d in 2021. Higher LNG exports, even as generator demand is falling, pushes prices higher this year – averaging $3.04/MMBtu this year – which leads to a slight increase in output in 2022. For our part, we continue to expect higher prices during the November-March heating season than currently are clearing the market and remain long 1Q22 $3.50/MMBtu calls vs. short $3.75/MMbtu calls. As of Tuesday night, when we mark to market, this position was up 20.8% since inception on 8 April 2021. Chart 4Lower Prices Will Favour Increased Coal Demand Lower Prices Will Favour Increased Coal Demand Lower Prices Will Favour Increased Coal Demand Natgas demand could surprise on the upside during the injection season if air-conditioning demand comes in stronger than expected and production remains essentially unchanged this year. This could reduce LNG exports and slow the rate of inventory refill in the US, which could further advantage coal as a burner fuel for generators in the US. The US National Weather Service's Climate Prediction Center expects above-average temperatures for most of the US population centers this summer (Chart 5). This could become a semi-permanent feature of the market if current temperature trends persist (Chart 6). Based on analyses’ run by the NOAA's National Centers for Environmental Information, 2021 "is very likely to rank among the ten warmest years on record," with lower (6%) odds of ranking in the top five hottest years on record.4 Chart 5Odds Of Hotter Summer Rising Importance Of US Gas, Oil Exports Increases Daily Importance Of US Gas, Oil Exports Increases Daily Chart 6Higher Global Temperatures Could Become A Recurring Phenomenon Importance Of US Gas, Oil Exports Increases Daily Importance Of US Gas, Oil Exports Increases Daily The Crude Kerfuffle As the Chart of the Week shows, US exports of light-sweet crude oil peaked at ~ 3.7mm b/d in February 2020, just before the COVID-19 pandemic hit the world full force. Exports out of the US Gulf – i.e., WTI priced against the Midland, TX, gathering hub – accounted for ~ 95% of these volumes. With exports currently running ~ 2.5mm b/d, more than 1mm b/d of readily available export capacity remains in place. Additional volumes will be developed as dredging of the Corpus Christi, TX, progresses. While the surge in US crude oil production has subsided in the wake of the pandemic, it most likely will revive as the markets return to normal operating procedure, additional dredging operations are completed, and storage facilities are built out.5 Existing and additional export capacity of the US's light-sweet crude could not arrive at a more opportune time for the Brent market, which remains in a state of uncertainty as to whether markets will have to adjust to CIF contracts or a work-around to the existing FOB pricing regime, which can be augmented to accommodate increasing WTI volumes.6 This will have to be sorted, as this is the future of the market's most important pricing index (Chart 7). The buildout in crude-oil exporting capacity – and natgas LNG exporting capacity, for that matter – ideally accommodates shale-oil- and -gas assets, which can be ramped up quickly to meet demand, and ramped down quickly as demand falters. The quick payback – 2 to 3 years – on these investments allow the producers to expand and contract output without the massive risks longer-lived conventional assets impose. As OPEC 2.0's spare capacity is returned to the market, this will be a welcome feature of a market that most likely will require oil and gas supplies for decades, despite the uncertainty attending oil-and-gas capex during the transition to a low-carbon energy future. Chart 7Permian Replaces North Sea Losses Permian Replaces North Sea Losses Permian Replaces North Sea Losses Bottom Line: As the future of hydrocarbons evolves, the LNG and crude oil exported from the US Gulf will occupy an increasingly important role in these markets. Oil and gas producers are making capex decisions under increasingly uncertain conditions, which favor exactly the type of resources that have propelled the US to the position of the world's largest producer of these fuels – i.e., shale-oil and -gas. Production from these resources can be ramped up and down quickly as prices dictate, and have quick paybacks (2-3 years), which means capital is not tied up for decades as a return is earned.7   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 OPEC 2.0 begins returning 2mm b/d to the market this month, expecting to be done by July. Half of these volumes are accounted for by Saudi Arabia, which voluntarily cut output by 1mm b/d earlier in the year to help balance the market. In line with our maintained hypothesis that OPEC 2.0 prefers prices inside the $60-$70/bbl price band, we expect the return of curtailed production to be front-loaded so as to bring prices down from current levels approaching $70/bbl for Brent (Chart 8). If, as we expect, demand recovers sooner than expected as Europe leans into its vaccination program, additional barrels will be returned to the market to get prices closer to a $60-$65/bbl range. Base Metals: Bullish The International Copper Study Group (ICSG) forecast copper mine production will increase by ~ 3.5% in 2021 and 3.7% in 2022, after adjusting for historical disruption factors. This forecasted increase – after three years of flat mined production growth – is due to a ramp-up of recently commissioned and new copper mines becoming operational in 2021. An improvement in the pandemic situation by 2022 will also boost mined copper production, according to the ICSG. 2020 production remained flat as recoveries in production in some countries due to constrained output in 2019 balanced the negative impacts of the pandemic in others. In Chile, the largest copper producer, state-owned Codelco and Collahuasi reported strong results in March. However, this was countered by a continued downturn at BHP’s Escondida. The world’s largest copper mine saw a drop in production for the eighth consecutive month. This mixed output resulted in a decline in total production of 1.2% year-on-year in March. Precious Metals: Bullish COMEX palladium touched a record high during intraday trading on Tuesday, reaching $3,019/oz due to continued tight market conditions (Chart 9). On the supply side, Nornickel is recovering from flooded mines, which occurred in February. By mid-April, one of the two affected mines was operating at 60% capacity; however, the company's other mine is only expected to come back online by early June. On the demand side, strength in US vehicle sales and a global economic recovery from the pandemic buoyed the metal used in catalytic converters. Palladium prices closed at $2,981.60/oz on Tuesday. Ags/Softs: Neutral Corn again traded above $7/bu earlier in the week on the back of drought-like dry weather conditions in Brazil's principal growing regions and surging US exports, according to Farm Futures. Chart 8 Brent Prices Going Up Brent Prices Going Up Chart 9 Palladium Prices Going Up Palladium Prices Going Up   Footnotes 1     Stronger demand from China – where consumption is expected to rise more than 8% yoy – and EM Asia will continue to support LNG demand through the year.  S&P Global Platts Analytics expects Chinese natural gas demand to reach 12,713 Bcf in 2021, up 8.4% from the previous year.  Chinese national oil company Sinopec is slightly more conservative in its outlook, expecting gas demand of ~ 12,006-12,184 Bcf in 2021, up 6-8% from 2020.  China’s average annual increase in natural gas demand is expected to exceed 716 Bcf in the 14th FYP and reach 15,185 Bcf in 2025. 2     Please see CIF Brent Benchmark? published 3 March 2021 by the Oxford Institute for Energy Studies for a discussion. 3    In Chart 3, we plot a rough measure of coal- vs natgas-fired generation economics for these fuels based on their average operating heat rates published by the EIA. We would note that a carbon tax would erase much of the benefit accruing to coal at this point in time. 4    Please see NOAA's Global Climate Report - March 2021. 5    Please see Low Rider - Corpus Christi's Ship Channel Dredging Will Streamline Crude Oil Exports published by RBN Energy 3 May 2021. 6    The OIES analysis cited above concludes, "… the volumes of the FOB deliverable crudes are diminishing and some change, bolstering the contract is certainly needed. The most likely compromise is to retain the existing FOB Brent with an inclusion of CIF WTI Midland assessment, netted back to an FOB equivalent North Sea value."  We agree with this assessment.  Please see CIF Brent Benchmark? published 3 March 2021 by the Oxford Institute for Energy Studies, p. 8. 7     Please see Is shale activity actually profitable? Size matters, says Rystad published 7 February 2019.   Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Higher Inflation On The Way Higher Inflation On The Way

Closing Our Millennials Basket For A 69% Gain Closing Our Millennials Basket For A 69% Gain Not so long ago, we added an 18% trailing stop to our Millennials Basket cyclical overweight that has a heavy tech exposure, and recent price action pushed this share price ratio close to our stop. We decided not to fight the tape and close this cyclical overweight that has generated 69% <i>alpha</i> for our portfolio, since inception. Importantly, given that the 10-year US Treasury yield tends to lead our Millennials Basket by approximately half a year, the current message is that the latter will likely continue to come off the boil. Once yields stabilize at a new equilibrium level likely higher than the recent 1.75% peak, we will look to reopen this trade. Bottom Line: Close the USES Millennial Basket cyclical overweight for a relative gain of 69%, since inception. We continue to recommend an above benchmark allocation from a secular stance.  

Highlights Massive slack in the US labour market means that the current uplift in US inflation is highly likely to fade by the end of the year. On a long-term horizon, investors should own US T-bonds. Equity investors should fade the reflation trade… …and rotate into the unloved defensive sectors such as healthcare, consumer staples, and personal products. These sector preferences imply an overweight to developed markets (DM) versus emerging markets (EM). On a 6+ month horizon, overweight US T-bonds versus German bunds. Fractal trade shortlist: France versus Japan; corn versus wheat; timber; and building materials. Feature Chart of the WeekMillions Of People Have Dropped Out Of The US Labour Market Millions Of People Have Dropped Out Of The US Labour Market Millions Of People Have Dropped Out Of The US Labour Market The near 40 percent of Americans not in the labour market is the highest level in 50 years. Moreover, the exodus out of the labour market during the pandemic was on an unprecedented scale in the modern era. This means that we should treat the US unemployment rate with a huge dose of salt, because it does not include the millions of people that have dropped out of the labour market (Chart I-1). Even the headline 14 million plunge in the number of US unemployed is deceptive, because it is almost entirely due to the furloughed workers that have returned to their jobs (Chart I-2). Chart I-2Furloughed Workers Have Returned To Their Jobs... Furloughed Workers Have Returned To Their Jobs... Furloughed Workers Have Returned To Their Jobs... Worryingly, the additional 2 million ‘permanent unemployed’ has barely budged from its pandemic peak and the number of economically inactive stands 5.5 million higher (Chart I-3). Meanwhile, population growth is increasing the potential labour force. In combination, underemployment in the US labour market amounts to around 10 million people. Chart I-3...But The Numbers Of Permanent Unemployed And Inactive Remain Elevated ...But The Numbers Of Permanent Unemployed And Inactive Remain Elevated ...But The Numbers Of Permanent Unemployed And Inactive Remain Elevated To its credit, the Federal Reserve is acutely aware of this. Last week, Chair Jay Powell pointed out that: “We’re a long way from full employment, payroll jobs are 8.4 million below where they were in February of 2020…these were people who were working in February of 2020. They clearly want to work. So those people, they’re going to need help” Implicit is the Fed’s belief that the massive slack in the US labour market will keep structural inflation depressed. And that the coming increases in inflation will be short-lived. Travel And Hospitality Cannot Move The Inflation Needle Some people argue that pent-up demand for things that we couldn’t do under social restrictions – such as travel and eat out – will unleash a major inflation. The flaw in this argument is that these things account for a tiny part of the inflation basket. For example, airfares are weighted at a negligible 0.6 percent in the US consumer price index (CPI). Eating out at (full service) restaurants is weighted at just 3 percent. So, even if these prices were to surge, they would barely move the overall inflation needle. By far the biggest component in US inflation is rent of shelter, weighted at 33 percent in the CPI and 42 percent in the core CPI. By far the biggest component in US inflation is rent of shelter, weighted at 33 percent in the CPI and 42 percent in the core CPI. The lion’s share of rent of shelter is so-called ‘owner-equivalent rent’, weighted at 24 percent in the CPI and 30 percent in the core CPI.1  Owner-equivalent rent is the hypothetical cost that homeowners incur to consume their own home, obtained by surveying a sample of homeowners. In the US, this hypothetical cost tracks actual rents. So, we can say that the biggest driver of US inflation is rent inflation (Chart I-4). Chart I-4Owner-Equivalent Rent Inflation Tracks Actual Rent Inflation Owner-Equivalent Rent Inflation Tracks Actual Rent Inflation Owner-Equivalent Rent Inflation Tracks Actual Rent Inflation Rent inflation has consistently outperformed the rest of the inflation basket. Hence, to get overall inflation to a persistent 2 percent, rent inflation must get to 3 percent and stay there – meaning a persistent 1.5 percent higher than it is now (Chart I-5). Chart I-5Core Inflation At 2 Percent Requires Rent Inflation At 3 Percent Core Inflation At 2 Percent Requires Rent Inflation At 3 Percent Core Inflation At 2 Percent Requires Rent Inflation At 3 Percent What drives rent inflation? The answer is the permanent unemployment rate. This is because the ability to pay rent relies on the security of having a permanent job. Empirically, a one percent decline in the permanent unemployment rate lifts rent inflation by one percent (Chart I-6). Chart I-6A 1 Percent Decline In The Permanent Unemployment Rate Lifts Rent Inflation By 1 Percent A 1 Percent Decline In The Permanent Unemployment Rate Lifts Rent Inflation By 1 Percent A 1 Percent Decline In The Permanent Unemployment Rate Lifts Rent Inflation By 1 Percent Pulling this together, the US permanent unemployment rate needs to fall by about 1.5 percent for core inflation to reach the Fed’s target persistently. Put another way, most of the additional 2 million permanent unemployed need to find work. Yet history teaches us that this will take a long time. The Post-Pandemic Productivity Boom Will Be Disinflationary When an industry sheds millions of jobs in a recession, it tends to substitute that labour input permanently with a new productivity-boosting technology or strategy. For example, after the Great Depression the smaller craft-based auto producers shut down permanently, while those that had adopted labour-saving mass production survived. The result was a major restructuring of the auto productive structure. Another example was the ‘typing pool’, a ubiquitous feature of office life until the late 1990s. After the dot com bust, the wholesale roll-out of Microsoft Word wiped out these typing jobs. It takes years for excess labour to get fully absorbed into a post-recession economy. Hence, the flip side of a post-recession productivity boom is that displaced workers need to re-skill, or even change career – requiring a long time for the excess labour to get absorbed into the restructured economy. After the dot com bust, it took four years. After the global financial crisis, it took six years (Chart I-7). Chart I-7How Long Does It Take To Absorb The Permanent Unemployed? How Long Does It Take To Absorb The Permanent Unemployed? How Long Does It Take To Absorb The Permanent Unemployed? The post-pandemic experience will be no different. In fact, compared to a common-or-garden recession, the pandemic has accelerated wider-reaching changes to the way that we live, work, and interact. This means that it might take even longer for the economy to attain the central bank’s goal of ‘full employment.’ Again, to its credit, the Federal Reserve is acutely aware of this. As Jay Powell went on to say: “It’s going to be a different economy. We’ve been hearing a lot from companies looking at deploying better technology and perhaps fewer people, including in some of the services industries that have been employing a lot of people. It seems quite likely that a number of the people who had those service sector jobs will struggle to find the same job, and may need time to find work” In summary, elevated permanent unemployment will subdue rent inflation. And subdued rent inflation will constrain overall inflation once the current supply bottlenecks clear. On a long-term horizon, investors should own US T-bonds. Equity investors should fade the reflation trade, and rotate into the unloved defensive sectors such as healthcare, consumer staples, and personal products. These sector preferences imply an overweight to developed markets (DM) versus emerging markets (EM). US And European Inflation Will Converge US and European inflation rates are not measured on an apples-for-apples basis. European inflation excludes the largest component in the US inflation basket – owner-equivalent rent (OER). To repeat, OER is the hypothetical cost that homeowners incur to consume their own home. European statisticians do not like to include any hypothetical item in the inflation basket that does not have a market price. So, euro area inflation includes actual rents, but it excludes OER. On an apples-for-apples comparison, inflation rates in the US and the euro area have been near-identical for many years. This means that US core inflation has a 30 percent higher weighting to an item that has persistently inflated at well above 2 percent. If we strip out OER, then the core inflation rates in the US and the euro area have been near-identical for many years (Chart I-8).2 Chart I-8On An Apples-For-Apples Comparison, Inflation In The US And Euro Area Are Near-Identical On An Apples-For-Apples Comparison, Inflation In The US And Euro Area Are Near-Identical On An Apples-For-Apples Comparison, Inflation In The US And Euro Area Are Near-Identical Alternatively, what if we include OER in euro area inflation? Despite European rent controls, actual rents have persistently outperformed core inflation. Hence, OER would likely outperform by even more. We can infer that including OER would have lifted euro area inflation very close to US inflation (Chart I-9). Chart I-9Omitting Owner-Equivalent Rent Has Depressed Euro Area Inflation Omitting Owner-Equivalent Rent Has Depressed Euro Area Inflation Omitting Owner-Equivalent Rent Has Depressed Euro Area Inflation All of this may sound like a petty academic difference, but this petty academic difference has generated huge economic and political consequences. As OER has boosted inflation in the US versus Europe, US and euro area monetary policy have diverged much more than they should. Which means US and euro area bond yields have diverged much more than they should. Which has structurally weakened the euro. Which has spawned the near $200 billion trade surplus for the euro area versus the US. And all because of a petty academic difference! What happens next? If, as we expect, US shelter inflation remains depressed then the major difference between US and euro area inflation will vanish. Reinforcing this will be a catch-up in euro area growth as the delayed roll-out of vaccinations takes effect. On this basis, a stand-out opportunity on a 6+ month investment horizon is yield convergence between US T-bonds and German bunds. Overweight US T-bonds versus German bunds. Candidates For Countertrend Reversals Corn prices have surged on increased demand from China combined with supply shortages resulting from poor weather in Brazil. This has caused an odd divergence between corn and wheat prices, which is now susceptible to a sharp correction (Chart I-10). Chart I-10The Rally In Corn Versus Wheat Is Vulnerable To Reversal The Rally In Corn Versus Wheat Is Vulnerable To Reversal The Rally In Corn Versus Wheat Is Vulnerable To Reversal Likewise, timber prices have boomed on the back of increased housebuilding demand combined with supply bottlenecks. But as these bottlenecks clear and/or higher bond yields cool demand, the sector is vulnerable to an aggressive reversal given its fragile fractal structure (Chart I-11). Chart I-11Timber Prices Are Vulnerable To Reversal Timber Prices Are Vulnerable To Reversal Timber Prices Are Vulnerable To Reversal To play this, our first recommended trade is to short the Invesco Building and Construction ETF (PKB) versus the Healthcare SPDR (XLV), setting the profit target and symmetrical stop-loss at 15 percent (Chart I-12). Chart I-12Short Building And Construction (PKB) Versus Healthcare (XLV) Short Building And Construction (PKB) Versus Healthcare (XLV) Short Building And Construction (PKB) Versus Healthcare (XLV) Finally, within stock markets, the recent divergence of France versus Japan is highly unusual given that the two markets have near-identical sector compositions. This divergence has taken France versus Japan to the top of its multi-year trading range (Chart I-13). Chart I-13Short France Versus Japan Short France Versus Japan Short France Versus Japan Hence, our second recommended trade is to short France versus Japan (MSCI indexes), setting the profit target and symmetrical stop-loss at 4.8 percent. Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Footnotes 1 The PCE has broadly similar weights as the CPI. 2 We have approximated the removal of OER by removing the whole shelter component. 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