BCA Indicators/Model

Dear Client, This week we present our annual Commodities & Energy Strategy outlook, which contains our key views on the principal markets we cover – energy, base metals and bulks, precious metals, and ags.  Over the coming decade, we expect industrial commodity prices to move higher in an increasingly volatile fashion, not unlike these markets' recent experience.  In the short term, commodity markets will remain exquisitely sensitive to the evolution of the COVID-19 pandemic.  The highly transmissible omicron variant of the coronavirus – now spreading at more than 4x the rate of the delta variant – appears to be less lethal than previous mutations, suggesting it could become the dominant variant globally.  We remain wary, however, particularly as China still is operating under a zero-tolerance COVID-19 policy, and has relied on less efficacious vaccines that appear to offer no protection against the omicron variant of the coronavirus.  This also is a risk for EM economies that rely on these vaccines.  However, the roll-out of mRNA vaccines globally via joint ventures will be gathering steam in 2H22, which is bullish for commodity demand. Longer term, the effort to decarbonize global energy markets is gaining traction, with the three largest economies in the world – the US, China and EU – embarked on a massive transition to renewables.  This will be a multi-decade undertaking that literally could transform the world.  We expect this to continue to unfold in an erratic and uncoordinated fashion, as states work out how to decarbonize the production, delivery and consumption of goods and services.  Markets critical to this transition, particularly base metals, face long odds developing the supply that will be necessary for this effort.  Conventional energy markets – oil, gas and coal – are in a forced wind-down imposed by courts, investors, governments, climate activists, public opinion and policymakers, which is reducing supply at a faster rate than demand.  This leaves markets exposed to volatile price bursts.  As is our custom, this will be the last CES report of the year.  This decade promises to be extraordinary for commodities, and we are hopeful we will continue to be of service in navigating the epic transition to a low-carbon future.  As you gather with friends and loved ones, we wish you all the best in this beautiful season, Robert Ryan Chief Commodity & Energy Strategist Highlights Macro: Bullish. Systematically important central banks will remain wary of moving too strongly too soon, in the wake of the COVID-19 omicron variant. US real rates will remain low and the USD will weaken, which will support commodities. Energy: Bullish. OPEC 2.0 and the price-taking cohort will maintain existing production policies, which will restrain oil supply. The omicron variant likely will dent demand, not tank it. Our 2022 Brent forecast is slightly weaker on omicron risk, averaging $78.50/bbl, with most of the demand hit in 1H22 made up in 2H22, while our 2023 forecast is $80/bbl. Base Metals: Bullish. Supply-demand balances will remain tight. Climate activism in courts and boardrooms; ESG-related costs, local and geopolitical uncertainty will continue to weigh on supply. COMEX copper will average $4.80/lb next year and $6.00/lb in 2023. Precious Metals: Bullish. Rising commodity prices will feed directly into inflation gauges favored by the Fed. Inflation and inflation expectations will remain elevated. Gold will push to $2,000/oz and silver to $30/oz in 2022. Ags/Softs: Neutral. Ag markets will remain balanced, with a bias to the upside from higher costs of fertilizer and transportation. Erratic weather remains an upside risk. Risk: Elevated. On the upside, a less lethal omicron variant that dominates other COVID-19 variants will rally markets. A more virulent mutant would hit demand harder and push prices lower. Hospitalizations/Cases and Deaths/Cases remain the critical ratios – trajectories need to remain flat to downward for growth (Chart of the Week). Recommendations: Our COMT ETF position was stopped out on 13 December 2021, which is when the ETF went ex-dividend. The ETF paid $5.4941/share for an 18.44% dividend (p.a.). Our stop-loss is being overridden, and we remain long the COMT ETF, in the expectation commodity markets will remain tight and backwardation will continue to drive returns. Feature COVID-19 continues to determine the trajectory of global growth – hence commodity demand – and how it will be distributed in the short run. Reports this week indicating the widely used Sinovac COVID-19 vaccine used in China and EM states is ineffective in neutralizing the omicron variant will renew the focus on an underappreciated risk: High vaccination rates in and of themselves are not useful indicators of successful public-health responses.1 More than anything, what appears to matter most is the vaccine that's been used to address the public-health threat posed by COVID-19. A booster of the Pfizer-BioNTech mRNA vaccine, e.g., appears to neutralize the omicron variant, and to convey a higher likelihood of avoiding serious illness and hospitalization.2 Chart 1 This will be important going forward, as the COVID-19 omicron variant appears to be transmitted at a rate that is 4.2x as contagious as the delta variant. This raises the odds that hospital beds will fill faster as the omicron mutant spreads.3 This could again lead to reduced availability of health care, and additional lockdowns to contain the spread of the omicron variant, which would again radiate through global supply chains. Oil Market Outlook Hinges On Omicron Response The risk exposed in these public-health developments is the global commodity recovery – particularly for crude oil and refined products like gasoline and jet fuel – could become more bifurcated this year, with economies using primarily mRNA technology continuing to open and recover. States without access to or distribution of these vaccines will have to rely more on social distancing and lockdowns to contain the spread of the virus. We would expect this to be a powerful inducement to accelerate local production and distribution of mRNA vaccines in Asia, Latin America and Europe. Successful implementation of this strategy would boost commodity demand, particularly for transportation fuels.4 Our prior regarding the omicron variant is it will dent demand but not tank oil demand. To account for the so-far-unknown effects of omicron, we are assuming 1H22 global crude and refined-product demand falls to 100.4mm b/d, versus our earlier estimate of 101.5mm b/d. Most of this demand is recovered in 2H22, when we expect oil consumption to average 101.8mm b/d versus our earlier expectation of 102.5mm b/d. On the supply side, OPEC 2.0 core producers – KSA, Russia, Iraq, UAE and Kuwait – will continue to implement the coalition's production-management strategy – i.e., keeping the level of supply just below demand. Meanwhile, the price-taking cohort led by the US shale-oil producers will continue to focus on profitability, not production for the sake of production. Accelerating production too rapidly at this point would undo much of the work and effort undertaken to establish oil and gas companies as attractive alternatives for investors. Our 2022 Brent forecast is weaker by $1.50/bbl vs last month's estimate, averaging $78.50/bbl. Our 2023 forecast is $1/bbl lower, with our average expectation at $80.00/bbl (Chart 2). Longer term, oil + gas capex remains weak (Chart 3). As we have stressed repeatedly, this is wicked bullish for prices in 2024 and beyond. Chart 2Brent Forecast Slightly Weaker In 2022 Brent Forecast Slightly Weaker In 2022 Brent Forecast Slightly Weaker In 2022 Chart 3 Table 1BCA Global Oil Supply - Demand Balances (MMb/d, Base Case Balances) To Dec23 2022 Key Views: Past As Prelude For Commodities 2022 Key Views: Past As Prelude For Commodities Weak Capex Keeps Base Metals Outlook Bullish Weak capex is a common theme in the industrial commodities – oil and base metals – which points to tight supply-demand balances for these markets going forward. This is as true for base metals as it is for oil (Chart 4). The principal drivers of the capex squeeze are similar in both markets: A desire to regain investors' favor after years of poor returns. This has managements focused on returning capital to shareholders either in the form of share buybacks or higher dividend payments. However, there are additional pressures adding to the cost structures of industrial commodities, particularly the seismic shifts in the political underpinnings of commodity-exporting countries, where left-of-center politicians are proving more attractive to the median voter in states with contestable elections. Once elected – e.g., in Peru, and, likely Chile after this weekend's elections – politicians push hard to secure a greater share of mining revenues for long-neglected poor and indigenous populations.5 Chart 4 The bellwether base metal market – copper – best highlights these factors, which, in our view, will keep base-metals capex tentative and restrained over the medium term. Miners are almost forced to exercise capex restraint until they get greater clarity on how newly elected governments will deliver on their avowed intent to secure a greater share of mining revenues for their constituents. This is particularly true in Chile and Peru – which together account for a combined 40% of global copper ore output – where poor and indigenous populations are engaging in more frequent civil disobedience.6 In addition to the contentious changing of the guard at the political level, ESG-related initiatives brought to the fore by climate activists elected to corporate boards and in court proceedings are adding new layers of cost to base-metals mining (and oil and gas exploration for that matter). This week, Reuters reported on separate court decisions in Australia and Chile that redress mistreatment of aboriginal peoples in key metals-exporting states.7 We believe political and ESG-related costs will raise miners' all-in sustaining costs, which will have to be covered by higher prices going forward. The additional costs that will be imposed on miners trying to meet the demand that will be driven by the global decarbonization and renewable-energy buildout now kicking into high gear will require prices to spur investment in new mine production, and to keep existing and brownfield production up and running.8 Copper prices will get an assist from a weaker USD, which will boost demand for the metal ex-US (Chart 5). We are expecting copper to push to $4.80/lb on average next year and $6.00/lb in 2023 on the COMEX, on the back of stronger supply fundamentals and a weaker USD. Chart 5A Weaker USD Will Boost Copper A Weaker USD Will Boost Copper. A Weaker USD Will Boost Copper. Gold Will Rally As Inflation, Uncertainty Remain Elevated Gold prices will move higher in 2022 – our target remains $2,000/oz – as investors seek cover from higher commodity prices, which will feed directly through to higher inflation (Chart 6).9 This has been apparent in the recent US PCEPI and core PCEPI – the Fed's preferred inflation gauge – and CPI data, and at the wholesale level in PPI data. Most of this results from tight supplies for commodities and strong demand for goods, which is driving the price increases. We expect this to continue into 2022, as pent-up consumer demand continues to drive goods purchases and supply-side tightness for most manufacturing inputs. Higher prices across commodity markets will keep inflation gauges elevated in 2022. In addition to the inflation-hedging demand we expect next year, investors also will turn to gold as a hedge against economic policy uncertainty: As inflation and policy uncertainty increase, gold prices move higher (Chart 7). Chart 6Higher Commodity Prices Will Pressure Inflation Higher Higher Commodity Prices Will Pressure Inflation Higher Higher Commodity Prices Will Pressure Inflation Higher Chart 7Investors Will Use Gold To Hedge Inflation, Uncertainty Investors Will Use Gold To Hedge Inflation, Uncertainty Investors Will Use Gold To Hedge Inflation, Uncertainty   Lastly, in line with our colleagues in BCA's Foreign Exchange Strategy service, we remain USD bears in 2022. As is the case with all commodities, gold will benefit from a weaker USD.10 Ags Remain Balanced In 2022 Global ag markets, by and large, will remain balanced over the current crop year (Chart 8), with a bias to the upside as input and transportation costs – chiefly fertilizers and grain vessels, respectively – remain high (Charts 9 and 10). Erratic weather, as always, remains an upside risk. Chart 8 Chart 9 Chart 10… And Fertilizer Costs Will Push Grains, Beans Higher Natgas Price Surge Pushes Fertilizer Prices Higher Natgas Price Surge Pushes Fertilizer Prices Higher While we remain neutral grains, the periodic price spikes resulting from higher freight rates and natural gas prices will support overall commodity exposures. Over the short term, the risk of higher prices is acute: Markets still are contending with the possibility of another colder-than-normal winter. This would push natgas prices – and, because it is 70% natgas, fertilizer costs – sharply higher next year. This will have to be recouped by higher food prices, particularly if shipping costs spike higher due to COVID-19-induced port closures. Surging food prices will keep inflation rates higher globally, making them more persistent (vs. transitory). Investment Implications Global supply-demand fundamentals continue to support our conviction commodity markets will remain tight in 2022. As such we remain long commodity index exposure – the S&P GSCI and COMT ETF – expecting market tightness to result in renewed backwardation. We also remain long the PICK expecting continued tightness in base metals. Risks to our views remain elevated – and occur in both directions. On the upside, commodities will rally if a less-lethal omicron variant becomes the dominant COVID-19 strain and does not overly tax hospital resources or drive death rates higher. It could actually convey a global benefit as the dominant strain, crowding out other mutations and pushing states to herd immunity. On the downside, it's still too early to tell how this new variant and other mutations will behave. Given the fragility of the current global recovery and reopening shown in the initial response to omicron, a more virulent mutant likely would hit aggregate demand hard, forcing yet another supply-side adjustment in commodities generally. Upside risks dominate in our assessment, but, as always, we remain cautious.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com   Footnotes 1     Please see Sinovac shot offers inadequate shield from Omicron variant, says HK study published by straitstimes.com on December 15, 2021. The Sinovac vaccine is almost half as effective as mRNA-based vaccines, and is widely distributed in EM economies. We flagged this risk earlier in July in our report titled Assessing Risks To Our Commodity Views; it is available at ces.bcaresearch.com. 2     Please see Pfizer Booster Shots Are Effective Against Omicron Variant, Israeli Study Says published by wsj.com on December 12, 2021. 3    Please see Omicron four times more transmissible than Delta in Japan study published by straitstimes.com on December 9, 2021. 4    Please see Upside Price Risk Rises For Crude, which we published on September 16, 2021, for addition discussion of the global joint-ventures engaged in local production of mRNA vaccines. 5    Please see Add Local Politics To Copper Supply Risks, which we published on November 25, 2021 and Chile: Prepare For A Boric Win, published by BCA's Emerging Markets Strategy service on December 15, 2021. The latter report discusses the growing odds of a victory for the left-of-center candidate in Chile's election this weekend. 6    Please see, e.g., Peru's poor Andean hamlets, backed by state, unleash anger at mines, published by reuters.com on December 14, 2021. 7     Please see Australian mining state passes Aboriginal heritage protection law, and Chile's Supreme Court orders new evaluation of Norte Abierto mining project published by reuters.com on December 15 and 14, 2021, respectively. 8    Incremental investment needed to meet 2050 net-zero climate goals will come to almost $2 trillion per year, half of which will go into renewable power generation, industrial processes, and transportation, according to estimates by Goldman Sachs, published on December 13, 2021. 9    Please see More Commodity-Led Inflation On The Way, which we published on December 9, 2021. It is worthwhile reiterating Granger-causality between realized and expected inflation gauges (US PCEPI, core PCEPI, CPI, along with 5-year/5-year CPI swap rates) and commodity price indices (the S&P GSCI and Bloomberg Commodity Index) is very strong. 10   Please see 2022 Key Views: Tug Of War, published by BCA's Foreign Exchange Strategy service on December 10, 2021.   Investment Views and Themes Strategic Recommendations Trades Closed in 2021 Image

Highlights Tight commodity markets, rising incomes, and constrained logistics networks will continue to push inflation gauges higher, so long as coronavirus mutations don't cause another global economic shutdown. Commodity price pressures – exacerbated by weak capex on the supply side – will feed directly into realized and expected inflation gauges going forward, just as they have this year (Chart of the Week).  In the short run, tight natural gas markets will raise fertilizer prices, which will keep food prices elevated next year. Inflation in goods prices will persist as tight energy and base-metals markets keep input and transportation costs elevated. Political uncertainty in important energy- and metals-exporting states, and ESG-related costs will contribute to upside price pressures.  The cost of building the infrastructure required to decarbonize the global economy – an effort now kicking into high gear – is heavily dependent on the availability of base metals and fossil fuels, which means the cost of this energy transition likely will rise. Against this backdrop, central banks’ room to maneuver will shrink – tightening policy to fight inflation risks will drive up hurdle rates and make supply-side investment more costly. We remain long gold as a hedge against inflation and policy uncertainty, and our commodity-index exposures (S&P GSCI and the COMT ETF). Feature The Fed's preferred inflation gauge, the core Personal Consumption Expenditures Price Index, is up 4.12% y/y; the overall index is up 5.05%. In the euro zone, inflation soared to record highs in November, reaching 4.9% y/y. Most of the surge in these inflation gauges is due to higher commodity prices, which are caused by tight markets globally: In many markets, particularly energy and metals, the level of demand exceeds that of supply, which is forcing inventories lower and prices higher. Supply has been slow catching up with demand post-pandemic. There is a direct feed through from commodity markets to price inflation, something markets will be reminded of repeatedly in coming years as the supply-side of critically important commodities – energy, metals and food – are stressed to keep up with demand (Chart 2).1 Chart of the WeekRealized, Expected Inflation Will Continue To Rise Realized, Expected Inflation Will Continue To Rise Realized, Expected Inflation Will Continue To Rise Chart 2Feedthrough From Commodities To Expected Inflation Is Strong Feedthrough From Commodities To Expected Inflation Is Strong Feedthrough From Commodities To Expected Inflation Is Strong The scope for central banks to act to contain inflation in such circumstances is constrained: Tightening policy to the point where the cost of capital becomes prohibitive will exacerbate supply-side constraints in energy and metals markets. The risk here is acute, given that a decade of monetary policy operating close to the zero bound has failed to encourage long-term investment on the supply side in oil, gas, and metals. The dearth of capex in energy (Chart 3) and metals (Chart 4) threatens to keep supplies constrained for years. Chart 3 Chart 4 Short-Run Pressure On Food Prices In earlier research, we delved into the sharp rise in food prices, and the underlying causes (Chart 5). Some of these are transitory – e.g., the tight shipping market for grains brought about by clogged logistics markets and delays in sailing, which has lifted rates sharply over the course of this year (Chart 6). Chart 5 Chart 6 Other factors – high natural-gas prices, which will drive fertilizer prices higher next year – will dog markets at least until 2H22, when natural gas inventories in Europe will be on their way to being rebuilt, following a difficult injection season this year (Chart 7). The scramble to find gas in Europe and Asia as distributors prepare for a La Niña winter will take time to recover from next year.2 Chart 7High EU Gas Prices Will Keep Fertilizer Prices Elevated High EU Gas Prices Will Keep Fertilizer Prices Elevated High EU Gas Prices Will Keep Fertilizer Prices Elevated Energy, Metals PricesDrive Inflation Expectations The really big inflationary push over the next five to 10 years will come from energy and metals markets, where capex has languished for years, as can be seen in Charts 3 and 4. These markets have been and remain in persistent physical deficits, which will not be easy to reverse without higher prices over a sustained period (Charts 8 and 9). Chart 8Oil Markets Will Remain In Deficit... Oil Markets Will Remain In Deficit... Oil Markets Will Remain In Deficit... Chart 9...As Will Metals Bellwether, Copper ...As Will Metals Bellwether, Copper ...As Will Metals Bellwether, Copper These markets will exert a strong influence on inflation and inflation expectations for as long as capex remains weak and supply is constrained. As can be gleaned from the model shown in Chart 10, the London Metal Exchange Index (LMEX) and 3-year-forward WTI are good explanatory variables for US 5-year/5-year CPI swap rates, the trading market in which inflation expectations are hedged. Until markets see sustainable investment in base metals and hydrocarbons over the course of the global energy transition now underway, forward-looking inflation markets will continue to price to tighter supply expectations. Chart 10 Gold's Role As A Hedge Against Inflation, Uncertainty In our modeling we often describe gold as a currency, which, similar to other currencies, is highly sensitive to US monetary variables, EM and DM income (as measured by nominal GDP), economic policy uncertainty, and core inflation (Chart 11). These variables are what we could call the "usual suspects" that typically are rounded up to explain inflation, in addition to commodities prices.3 In Chart 12, we zero in on one of the inflation gauges discussed above, which is extremely sensitive to commodity prices, and policy uncertainty. Here we show gold as a function of US Economic Policy uncertainty and US PCEPI to make the point that gold can hedge not only the inflation driving these indices, but the economic uncertainty that likely will attend the transition to a low-carbon future, which we expect will remain elevated during this transition. Chart 11Gold Prices Sensitive To Usual Suspects Gold Prices Sensitive To Usual Suspects Gold Prices Sensitive To Usual Suspects Chart 12...Particualrly Inflation And Uncertainty ...Particualrly Inflation And Uncertainty ...Particualrly Inflation And Uncertainty Investment Implications Much of the surge showing up in inflation gauges in the US and EU is being driven by strong commodity prices. These prices are being powered higher by strong income growth, which leads to strong demand; tight supplies, and inventories. As we have noted, the level of commodity demand exceeds that of supply, which is forcing inventories lower and prices higher in oil and metals markets. Going forward, these fundamentals will be slow to change, which argues in favor of our long gold position and our long commodity index positions (S&P GSCI and the COMT ETF). We reiterate the COVID-19 risk factor mentioned at the beginning of this report: Global aggregate demand still is fragile. The risk of another coronavirus shock remains high. In particular, China maintains its zero-tolerance COVID-19 policy. This means commodity markets have to remain alert to how policymakers respond if the highly contagious Omicron variant is detected and authorities once again shut down ports and travel. The risk of disrupted supply chains and hits to supply-demand balances next year remains acute.4     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 Crude oil prices rebounded following its Omicron-induced drop last week. Relative to last Wednesday - when brent closed at its lowest following news of the new variant - prices were up 9.54% as of Tuesday’s close (Chart 13). Saudi Arabia’s decision to increase the official selling price of oil to customers in Asia and the US is testimony to its belief global demand will remain strong, despite the emergence of the highly transmissible new COVID-19 variant. Base Metals: Bullish Ever since the Omicron variant of COVID-19 was disclosed, prices of base-metals bellwether copper have become more volatile. This mostly reflects uncertainty surrounding macroeconomic conditions, as characteristics of the latest variant of the coronavirus are not well-known. COVID-19 lockdowns due to the Omicron variant could potentially delay tightening stimulus measures, which will be positive for industrial metals. However, lockdowns will also reduce industrial activity and demand for the red metal, acting as a sea anchor on copper's price. At the start of this week, looser monetary policy and rising copper imports in China supported the red metal, however these gains were capped by fears regarding the Omicron variant and a strong USD. Despite the volatility in copper prices following Fed Chair Jay Powell’s remarks last week on the pace of the asset purchases, we continue to expect tight fundamentals will outweigh the bearish effects of a stronger USD, and the weaker global financial conditions which come with it (Chart 14). Precious Metals: Bullish The World Platinum Investment Council (WPIC) reported a large third quarter refined platinum surplus of 592k oz, up nearly 430k oz from the second quarter. The jump in the third quarter surplus means the organization expects a full year 2021 surplus of 792k oz, compared to the 190k oz it had forecast in its second quarter report. Increased refined supply due to accelerated processing of 2020 semi-finished platinum stock coupled with lower demand by automakers and outflows from ETFs and stocks held by exchanges propelled the global platinum market into this relatively large surplus. In 2022 South African mined supply is expected to remain stable, while demand is expected to pick up as the economic recovery continues, resulting in a surplus of 637k oz for the full year. These forecasts do not account for the latest Omicron variant which was first reported in South Africa. Lockdowns due to the virus could lead to mine closures in the world’s largest platinum producer and reduce platinum demand from automakers. Chart 13 WTI LEVEL GOING UP WTI LEVEL GOING UP Chart 14 Copper Overcomes Tighter Global Financial Conditions Copper Overcomes Tighter Global Financial Conditions   Footnotes 1     We find Granger-causality between realized and expected inflation gauges (US PCEPI and core PCEPI; US CPI, and US 5-year/5-year CPI swap rates) and commodity price indices (the S&P GSCI and Bloomberg Commodity Index) is very strong.  This indicates the commodity-price indices are good explanatory and predictive variables for realized inflation gauges and for inflation expectations. 2     Please see our November 11 report entitled Risk Of Persistent Food-Price Inflation for additional detail. 3    Please see Conflicting Signals Challenge Gold, which we published on October 7, for example. 4    Please see 2022 Key Views: A Challenging Balancing Act published by BCA Research's China Investment Strategy on December 8, 2021.   Investment Views and Themes Strategic Recommendations

Mr. X and his daughter, Ms. X, are long-time BCA clients who visit our office toward the end of each year to discuss the economic and financial market outlook for the year ahead. This report is an edited transcript of our recent conversations, which we held remotely for a second year in a row due to the COVID-19 pandemic.   Mr. X: It is typically the case that I look forward to our end of year conversations, as they always help clarify the investment landscape for my daughter and I. This year, the feeling of excitement has unusually given way to a sense of foreboding. As far as the pandemic is concerned, clearly this year was a better one than last year, and I am encouraged by the progress that has been made around the world at protecting people from COVID-19 – although I do have some questions about the recent discovery of the Omicron variant. Risky assets have generally performed well year-to-date, and our portfolio has benefitted from that. But the longer-term investment outlook has certainly deteriorated: equity market multiples remain extremely elevated, government debt loads are still extraordinarily high, and now we have finally seen a surge in inflation – which, as you know, I have been concerned about for several years. I feel strongly that investors are unprepared for the eventual policy consequences of what has happened this year. Financial markets have been underpinned by easy money for too long, and if interest rates have to rise on a structural basis to control inflation, the financial market consequences will be severe – let alone the potential political and social consequences! I have steeled myself for a depressing conversation. Ms. X: As you may have sensed during our discussions over the past few years, I tend to have a more optimistic outlook than my father does. At a minimum, I believe that there are always investment opportunities that one can pursue, regardless of whether the macro regime is bullish or bearish for economic activity and risky asset prices. But I do have to say that the extent of the rise in consumer prices this year has unnerved me and made me marginally more inclined to agree with my father’s pessimistic long-term outlook. It is very unsettling to see headline inflation in the US at its highest level in three decades, and I very much hope that you will be able to provide some perspective about whether elevated inflation is here to stay. But before we get into our discussion of the outlook, perhaps we can briefly review your predictions from last year? BCA: Certainly. A year ago, our key conclusions were the following: In 2021, stocks will outperform bonds thanks to the global economic recovery, the lack of immediate inflationary pressures and the prospects of a resolution to the pandemic. Imbalances in the global economy are growing, and the explosion in debt loads witnessed this year will carry significant future costs. Rising inflation is the most likely long-term consequence because of rising populism and the meaningful chance of financial repression. This change in inflation dynamics will generate poor long-term returns for a 60/40 portfolio, especially because asset valuations are so expensive. Compared to the past two years, geopolitical uncertainty will recede in 2021, but will remain elevated by historical standards. China and the US are interlocked in a structural rivalry, which means that flashpoints, such as Taiwanese independence, will remain a source of tensions. Europe will enjoy geopolitical tailwinds next year. For now, no central bank or government wants to remove economic support too quickly. Monetary policy will remain very stimulative as long as inflation is low, which means no tightening until late 2022, at the earliest. Fiscal deficits will narrow, but more slowly than private savings will decline. The US will grow faster than potential thanks to this policy backdrop. Moreover, household finances are robust and industrial firms are taking advantage of low interest rates as well as surprisingly resilient goods demand to increase their capex plans. Outside of the US, China’s stimulus and an inventory restocking will fuel a continued upswing in the global industrial cycle that will push 2021 GDP growth well above trend. However, at the beginning of the year, we will likely feel the remnants of the lockdowns currently engulfing Western economies. Bond yields can rise next year, but not by much. Ebbing deflationary pressures and the global industrial cycle upswing will lift T-Note and T-Bond yields. However, the extremely low probability of monetary tightening in 2021 and 2022 will create a ceiling for yields. We favor peripheral European bonds at the expense of German Bunds and US Treasuries. Corporate spreads should stay contained thanks to a very easy policy backdrop and the positive impact on cash flows and defaults of the ongoing recovery. We also like municipal bonds but worry about pre-payment risks for MBS. Global stocks should enjoy a robust advance in 2021, even if the market’s gains will be smaller and more volatile than from March 2020 to today. Easy monetary conditions will buttress valuations while recovering economic activity will support earning expectations. Within equities, we favor cyclical versus defensive names and value stocks relative to growth stocks. As a corollary, we prefer small cap to large cap and foreign DM-equities to US equities. We are neutral on EM equities due to their large tech sector weighting. The dollar bear market is set to continue, and high-beta European currencies will benefit most. The yen remains an attractive portfolio hedge. Oil and gold have upside next year. Crude will benefit from both supply-side discipline and a recovery in oil demand. Gold will strengthen as global central banks will maintain extremely accommodative conditions and global fiscal authorities will remain generous. A weaker dollar will flatter both commodities. A balanced portfolio is likely to generate average returns of only 1.0% a year in real terms over the next decade. This compares to average returns of around 6.1% a year between 1990 and 2020. Most of our investment recommendations panned out quite well this year (Table 1). Global stocks significantly outperformed long-maturity government bonds, advanced economies grew meaningfully above trend, monetary policy remained extremely easy, long-maturity bond yields rose moderately, and our call to favor cyclical sectors was a profitable one. Our bullish oil call worked out especially well, with Brent prices having risen roughly 60% from the beginning of the calendar year until the discovery of the Omicron variant. It remains 43% above its late-2020 level. Table 12021 Asset Market Returns OUTLOOK 2022: Peak Inflation – Or Just Getting Started? OUTLOOK 2022: Peak Inflation – Or Just Getting Started? A few calls did not perform in line with our expectations, however. We favored value versus growth stocks this year, and this call did work out in the first half of 2021. However, growth rallied in the back half of the year, in response to a renewed decline in long-maturity bond yields that was catalyzed by the emergence of the Delta variant. We would note that financials did outperform broadly-defined technology stocks this year (the two main representative sectors of the value and growth styles, respectively), underscoring that other factors impacted the overall value versus growth call. DM ex-US stocks underperformed this year, contrary to our expectations. When considering the euro area as a proxy for DM ex-US and when examining combined sector effects (both sector weight and performance) in local currency terms, almost all of the underperformance this year occurred due to the euro area’s comparatively low weight in the information technology and communication services sectors, underscoring that there has been a value vs. growth dimension to European equity underperformance. But when measured in common currency terms, the underperformance of DM ex-US stocks has mostly occurred due to the rise in the US dollar. The dollar was flat to down for the first half of the year, in line with our prediction, but rallied in the back half – especially over the past month, as new COVID cases surged in several European countries. Within the commodity space, our oil call worked out extremely well but gold fared poorly. This underscores that gold is far more sensitive to real interest rate dynamics than it is to the US dollar trend, which likely has bearish long-term implications for the yellow metal. We can address that later when we discuss the commodity outlook. Finally, we argued last year that we were experiencing a secular inflection point in inflation, but we did not anticipate the magnitude of the rise in consumer prices this year. As we will discuss in a moment, that reflects major pandemic-induced supply-side effects affecting consumer prices, which we believe will wane next year on average. That does not, however, mean that demand-side factors are irrelevant, and we do believe that core inflation will come in higher than the Fed currently expects in 2022. Peak Inflation – Or Just Getting Started? Ms. X: You mentioned the pandemic in your comments about supply-side inflation, and I feel that it would be a good idea to get your thoughts about COVID-19 up front. As my father noted, there has been enormous progress made this year towards ending the pandemic, but it is not yet over – as evidenced both by Europe’s recent 5th wave, as well as this highly concerning Omicron variant. I understand that you are not medical professionals, but what is your base case view of what is likely to happen next year? BCA: When we discussed last year’s outlook, it was certainly our hope that we would have declared a decisive victory in the war against COVID-19 by this point. That has not occurred, due to three major factors. Chart 1Vaccination Rates Are Too Low To Stop COVID From Circulating Vaccination Rates Are Too Low To Stop COVID From Circulating Vaccination Rates Are Too Low To Stop COVID From Circulating The first was the emergence of the Delta variant of COVID-19 in the middle of the year. Delta’s transmission and serious illness rate is higher than the original SARS-COV-2 virus and its Alpha variant, which rendered the goal of true herd immunity unachievable. The Delta variant of SARS-COV-2 has accounted for all new confirmed cases of COVID-19 around the world (until very recently), meaning that the bar for ending the pandemic has risen this year. Vaccine hesitancy and a slow approval process for vaccinating children is the second factor that has prolonged the end of the COVID-19 pandemic. While vaccine penetration has generally been high in most countries, a combination of hesitancy and the inability to vaccinate children under the age of 12 has left 1/4th to 1/3rd of the population of advanced economies unprotected against COVID-19. That might have been enough to prevent rising transmission of the original SARS-COV-2 virus, but it has proven to be too low to durably stop the ongoing spread of the Delta variant once disease control measures are relaxed or eliminated (Chart 1). In fact, as you noted, Chart 1 highlights that a 5th wave of the pandemic is in the process of occurring, especially within Europe. The vaccination of children has already begun in the United States and a few other countries, and many countries will likely follow suit in the weeks and months ahead. However, vaccination rates are likely to be lower among children given the considerably lower risk of severe illness, and it is clear that vaccine hesitancy among adults is sticky. The extent of vaccine hesitancy is most visible in the United States, where it has taken on a political dimension. Chart 2 highlights that US state vaccination rates are strongly predicted by the 2020 US Presidential election results, with states that voted for Donald Trump having on average a 12% lower vaccination rate than those that voted for Joe Biden. Chart 2 The third factor that has prolonged the pandemic, which seems to be linked to the emergence of the Omicron variant, is the fact that poorer parts of the world have not been able to make as much progress in vaccinating their populations, at least in part due to vaccine nationalism. We do not pass judgement on the governments of richer economies for prioritizing their own citizens, and indeed it would be hypocritical for us to do so as most of us at BCA have personally benefitted from that. But the consequence of those decisions is that some parts of the world, especially in Africa, have been left as de-facto breeding grounds for new variants. While the Omicron variant only came to light in the days leading up to the publication of this report, it does appear based on the available data that the variant emerged in Africa. Given all of this, we would be considerably more cautious in our outlook for the global economy next year if the progression of the pandemic were only dependent on the vaccination rate, especially now given the emergence of Omicron. However, two other factors will strongly influence the evolution of the pandemic and its impact on economic activity over the coming 12 months. First, in the US, states with a comparatively low vaccination rates likely have higher acquired immunity levels from previous infections, given that these states have recorded higher confirmed cases on a per capita basis. Chart 3The Delta Strain On US Hospitals Has Fallen, And Will Fall Further With Anti-Viral Drugs The Delta Strain On US Hospitals Has Fallen, And Will Fall Further With Anti-Viral Drugs The Delta Strain On US Hospitals Has Fallen, And Will Fall Further With Anti-Viral Drugs Second, and much more important, is the fact that anti-viral drug treatments with the ability to significantly reduce hospitalization and death have been discovered and are already under production. Molnupiravir, developed/produced by Merck and Ridgeback Biotherapeutics, has been shown to reduce the risk of hospitalization by 30%, and Merck is projecting that 10 million courses of treatment will be available by the end of December 2021, with at least 20 million courses to be produced next year. 1.7 million courses of treatments are set to be delivered to the US upon FDA approval, which compares with approximately 2 million COVID-related hospitalizations in the US over the past year. Chart 3 highlights that US ICU bed occupancy has already lessened, and the imminent deployment of effective drugs should lower ICU utilization even further over the winter months. Paxlovid, Pfizer’s oral anti-viral treatment for COVID-19, has been shown to be even more effective at reducing hospitalization, and news reports suggest the US government will order enough Paxlovid to treat 10 million Americans. Pfizer expects to produce roughly 50 million courses of treatment in 2022, and recently agreed to allow 95 developing countries to produce Paxlovid locally, suggesting that the impact of COVID-19 on the global medical system will be greatly reduced next year. This seems likely to be true even given the emergence of Omicron, as Paxlovid works by stopping the virus from replicating, by blocking an enzyme that does not appear to have mutated since the onset of the pandemic. Paxlovid does not target the spike protein, unlike monoclonal antibody treatments. Ms. X: The development of anti-viral treatments was seen as a very positive announcement because it had the strong potential to reduce or eliminate the impact of vaccine hesitancy on the medical system. But this new variant appears to be vaccine-resistant; doesn’t that mean that we might need far more of these drugs than we originally thought? BCA: Indeed. The fact that Omicron appears to be even more contagious than Delta and at least partially vaccine-resistant is legitimately concerning, because it could mean that many more courses of treatment of Molnupiravir and Paxlovid will be needed than will be available in the coming weeks and months to prevent a sharp rise in hospitalizations and deaths. At the same time, public comments by South African doctor Angelique Coetzee, who chairs the South African Medical Association and treated several patients suspected of having been infected with the Omicron variant, suggest that it may produce milder symptoms – which would be associated with a lower hospitalization rate.1 If Omicron outcompetes the Delta variant of the virus, but produces less severe disease, that could ironically prove to be a positive development. The fact that Omicron could render monoclonal antibody treatments useless could further reduce vaccine hesitancy in advanced economies and encourage the vaccination of children. That would further reduce the total incidence of severe illnesses even if Omicron is partially vaccine-resistant, and thus would be positive from the perspective of reducing the burden on the health care system. Still, South Africa’s population is considerably younger than those of advanced economies, and we will not know for some time whether a reduction in severe illness, if that proves to be true, applies also to those who are older. If Omicron threatens a significant hospitalization or fatality rate among the elderly who have been fully vaccinated, Omicron-specific booster shots for that age cohort will likely be required – which could take 3-4 months to become available. If that proves to be the path forward, the widespread reintroduction of “non-pharmaceutical interventions” (NPIs) – the policymaker codeword for travel bans, school closures, and lockdowns – is certainly a possible outcome in the first quarter. Omicron will have at least some impact on global travel over the coming month, as countries around the world decide to err on the side of caution and impose travel restrictions while more information is gathered about this new variant. To conclude on this question, as you noted, we are not medical experts. And frankly even if we were, we would not be able to project exactly how the pandemic will unfold next year. Thus, there is more uncertainty concerning our 2022 outlook than would normally be the case. Prior to the emergence of Omicron, our base case view was that the pandemic would meaningfully recede in importance next year, which would lay the groundwork for a more normal labor market, prices, and the supply of both goods and services. For the reasons that we have laid out, we have not yet seen enough information to change that view for 2022 as a whole, although the opposite will likely be true for the next few weeks at a minimum. We may have to have you both back for another discussion in the first half of next year to revisit our outlook, but for now it is not our expectation that we are back to square one on the pandemic front. Chart 4A 30-Year High In US Inflation A 30-Year High In US Inflation A 30-Year High In US Inflation Mr. X: Thank you for your insights. Although this is clearly a concerning development, I suppose that there is no use panicking yet, as we do not have the information that we need to make an informed judgement. Perhaps we can turn to the question of inflation, given that seems likely to be an important economic and policy factor next year regardless of whether Omicron extends the duration of the pandemic. As both my daughter and I highlighted, this year’s rise in consumer prices was extreme, at least by the standard of the past three decades. As you know, I have my own views about why this has occurred, and I suspect that you do not fully agree with me. But for the sake of our discussion, please outline your views about what has occurred this year, and what that implies for policy and financial markets. BCA: As you noted, in both the US and euro area economies, headline consumer price inflation rose this year to their highest levels since the early-1990s (Chart 4). The rise in core inflation has been less extreme in the euro area, but it is also back to early-1990s levels in the US (panel 2). It is understandable that investors are worried about inflation remaining very elevated, and we agree that US inflation will likely be both above the Fed’s target as well as its forecast next year. However, our base case view is that investors are currently overestimating the magnitude of inflation over the coming 12 months, and that actual inflation will come in lower next year than what short-maturity inflation expectations are currently suggesting. As such, we do not expect that inflation next year will lead to a major shift in the monetary policy outlook, and we would continue to recommend that global investors stay overweight stocks versus bonds in 2022. Mr. X: I am surprised that you have a sanguine inflation outlook given how sharply consumer prices have risen this year. It sounds like you are blindly accepting the “transitory” narrative that central banks themselves are now questioning! This year’s surge in consumer prices has several causes, and a review of these factors is necessary to predict how future prices are likely to evolve. Fundamentally, any change in price can be traced to changes in supply and demand, and both of those effects worked in the direction of higher consumer prices this year. Chart 5 outlines the clear evidence of demand-side effects. The US fiscal response to the pandemic was more forceful than in the euro area, and US core consumer prices have correspondingly risen much more than in Europe. The chart highlights that US durable goods prices have been responsible for more of the surge in prices this year than has been the case for services, reflecting strong goods demand from US consumers. Chart 6 highlights that US real goods spending is 9.8% above its pre-pandemic trend, whereas it is 4.5% below for services. Extremely strong goods demand partially reflects the impact of fiscal and monetary stimulus, but also a shift in spending from services to goods owing to the nature of the pandemic and the type of activity that it has restricted. We expect that another shift in spending mix will occur next year in the opposite direction, barring a major extension of the pandemic from Omicron. Chart 5A Breakdown Of US Inflation Provides Clear Evidence For Demand-Pull Effects A Breakdown Of US Inflation Provides Clear Evidence For Demand-Pull Effects A Breakdown Of US Inflation Provides Clear Evidence For Demand-Pull Effects Chart 6US Goods Demand Is Well Above Trend US Goods Demand Is Well Above Trend US Goods Demand Is Well Above Trend You referenced the “transitory” debate in your question, and the answer to whether above-target inflation is likely to be transitory is both yes and no. Many of the supply-side effects that are driving prices are transitory, in the sense that they will not last beyond the pandemic. That view should not be controversial. But, some of the demand-side effects lifting prices are not. Chart 7A Shortage Of Service-Sector Workers Has Boosted Wages And Services Prices A Shortage Of Service-Sector Workers Has Boosted Wages And Services Prices A Shortage Of Service-Sector Workers Has Boosted Wages And Services Prices In the US, supply effects are seen by observing services prices. Services prices in the US have risen despite a collapse in demand, pointing to supply-side effects as the dominant driver of higher prices. A significant decline in labor force participation has caused a shortage of workers, which is driving up wages for the first quartile of wage earners (the lowest paid) who often work in service-providing industries (Chart 7). Faced with higher labor costs alongside low operating margins and the expectation that demand will continue to recover, service providers have raised prices to stay afloat. The specific causes of the ongoing labor market shortage in the US are multifaceted, but most relate directly to the pandemic: There has been a surge in the number of retirees, mainly driven by a sharp slowdown in the number of older Americans (who are more vulnerable to COVID-19) shifting from “retired” to “in the labor force”. Workers in some sectors of the economy that experienced a surge in demand during the pandemic (technology, health care, food products, transportation, and manufacturing) have experienced burnout and have quit their jobs. Some service-sector workers have complained of difficult working conditions during the pandemic (the need to wear masks, the policing of masks and vaccination passports, overwork due to short-staffed conditions, negative interactions with customers, etc.) and have instead chosen not to work until these conditions improve. Some parents have been unable or unwilling to reenter the labor force due to increased childcare requirements resulting from daycare/school/classroom closures. Chart 8Fewer Immigrants = Higher Wages Fewer Immigrants = Higher Wages Fewer Immigrants = Higher Wages Chart 8 highlights that legal immigration to the US collapsed during the pandemic following a restriction in worker visas last year, which has also likely exacerbated worker shortages in some industries. Illegal immigration has surged over the past year, but illegal workers do not necessarily immediately enter the labor market and are often employed in a narrow set of industries. Mr. X: But if these supply-side effects that you are pointing to are mostly on the services side, does that not imply that goods inflation will remain very elevated next year due to excessive demand? BCA: No. As we mentioned, some of this goods spending is being funded by income that would normally go towards services spending. We doubt that a services spending deficit will be sustained if the pandemic recedes next year, meaning that some spending will naturally be diverted away from goods. Chart 9Supply-Side Effects Have Significantly Boosted Global Shipping Costs Supply-Side Effects Have Significantly Boosted Global Shipping Costs Supply-Side Effects Have Significantly Boosted Global Shipping Costs In addition, other supply-side factors are also impacting consumer prices for both goods and services, and on both sides of the Atlantic: Global shipping costs have surged, particularly for cargo containers traveling from China / East Asia to the west coast of the US. US demand for goods has certainly boosted shipping prices, but Chart 9 highlights that supply-side effects have also been present. The large rise in China/US shipping costs since late-June appears to have been caused by the one-month closure of the Port of Yantian that began in late-May, in response to an outbreak of COVID-19 in Guangdong province. Semiconductor shortages have limited automotive production, thereby significantly boosting US vehicle prices. These shortages have occurred, in part, due to a global surge in semiconductor demand stemming from work-from-home policies, but also demand/supply coordination failures last year (auto producers initially cut chip orders on the expectation of collapsing car sales) and COVID-driven plant shutdowns in some Asian countries such as Malaysia. Energy prices have risen this year, partially due to supply-side / policy decisions. In the case of oil & gasoline prices, OPEC’s production decisions clearly reflect a desire to maintain oil prices at roughly $80/bbl, 30% above the level that prevailed prior to the pandemic. US shale producers have focused on repairing their balance sheets over the past year, and have not been able to take advantage of higher prices to boost output. Chart 10 highlights that US tight oil production remains roughly 10% below its pre-pandemic peak. In Europe, the impact of higher energy prices has occurred mainly though a spike in the price of natural gas, mostly due to weather, carbon pricing, Russian supply issues, and a surge in China’s natural gas demand. Chinese natural gas demand has surged in response to very strong manufacturing activity / export demand, but also previous decisions by Beijing to shift towards cleaner energy sources and the limitation of coal imports from certain countries (which has contributed to a collapse in Chinese coal inventories). So while it is clear that there is a strong underlying demand component that has boosted goods prices, supply-side factors have magnified the acceleration in consumer prices this year. Most of these supply-side factors (except for oil) have been directly linked to the pandemic, and thus are likely to wane in 2022 if the pandemic recedes (as we currently expect). In the case of oil, our view is that spot prices in 2022 are likely to average the price that prevailed prior to the Omicron-driven collapse in prices, meaning that the energy component that has been boosting headline price indexes this year will likely disappear next year even if recent travel bans are not long lasting and oil prices fully recover. Ms. X: Even if the pandemic does recede in importance and household spending shifts from goods to services next year, you acknowledged that goods spending is also being boosted by policy. This implies that goods spending will remain above trend next year, and that it will continue to boost consumer prices. Doesn’t that argue for elevated inflation? BCA: We agree that several factors point to above-trend goods spending next year, and this is the basis – in addition to lingering supply-side effects – for our view that US inflation will likely be both above the Fed’s target as well as its forecast for 2022 (2.2% headline and 2.3% core). However, Chart 11 shows a historically unprecedented “goods spending gap” relative to the overall output gap. It is unlikely that this has occurred only due to stimulative policy. Services spending collapsed during the pandemic, as Chart 6 highlights. So while goods spending will likely remain above its trend, supported by policy as well as a large stock of excess savings, it is likely to decline next year. Chart 10US Shale Production Has Not Returned To Its Pre-Pandemic Level US Shale Production Has Not Returned To Its Pre-Pandemic Level US Shale Production Has Not Returned To Its Pre-Pandemic Level Chart 11US Goods Spending Is Much Too Strong To Be Explained By Policy Alone US Goods Spending Is Much Too Strong To Be Explained By Policy Alone US Goods Spending Is Much Too Strong To Be Explained By Policy Alone   Lower goods demand in advanced economies will not only ease rising goods prices. It will also help ease Europe’s energy crisis, as it implies less competition for natural gas from China’s power companies which are struggling to supply the manufacturing sector. Chart 12Short-Term Inflation Expectations Have Exploded; Long-Term Expectations Are Contained Short-Term Inflation Expectations Have Exploded; Long-Term Expectations Are Contained Short-Term Inflation Expectations Have Exploded; Long-Term Expectations Are Contained Ms. X: One thing that has concerned me is how significantly inflation expectations have risen. Won’t persistent price increases become self-fulfilling if consumers and businesses come to expect inflation? BCA: This is a risk, and the dynamic that you are referring to is explicitly incorporated into modern-day interpretations of the Phillips Curve. However, if this were likely to occur, we should be able to observe a dangerous rise in both short- and long-dated inflation expectations on the part of investors, businesses, and households. Chart 12 highlights that long-term inflation expectations are not out of control. Short-term expectations for inflation have indeed exploded higher, but longer-term expectations remain under control. Inflationary pressure during the pandemic has normalized longer-term household expectations for inflation, which fell following the 2014/2015 collapse in oil prices. And long-dated market-based expectations for inflation have not even risen back to pre-2014 levels, underscoring that investors do not believe that current inflationary pressures are likely to persist. A breakout in long-dated inflation expectations next year would negatively alter our monetary policy and economic outlook, but it is clear that economic agents believe that current price pressure is directly linked to the pandemic. We agree, for the most part, and thus expect concerns about inflation to step down next year. Mr. X: Let’s turn to the question of extremely elevated government debt. We discussed this issue last year, and you noted that the explosion in public debt loads would carry significant future costs. Governments have been kicking the can down the road for a long time now, and I am interested in your perspective about the timing of the endgame. When do you think the day of reckoning will arrive? BCA: It is true that government debt-to-GDP ratios have risen substantially over the past two decades, as a consequence of the fiscal response to both the global financial crisis and the COVID-19 pandemic. This has been truer in the US and UK than in the euro area, which has seen a comparatively smaller rise in government net debt as a % of GDP since the early 2000s (Chart 13). In the US, the government debt-to-GDP is now nearly as high as it was at the end of the Second World War. Chart 13 Chart 13 also highlights that the IMF is forecasting a reduction in government net debt as a share of GDP in the euro area over the coming 5 years, a modest rise in the UK, and larger rise in the US. Over a 30-year time horizon, the US government debt-to-GDP ratio is projected by the US Congressional Budget Office (CBO) to explode higher over the coming 30 years (Chart 14). Part of the CBO’s forecast of a catastrophic rise in government debt-to-GDP is due to projections of a persistent primary deficit that will grow over time. But it is also the case that the net interest component of the CBO’s projected deficit begins to rise significantly as a share of the total deficit at the start of the next decade. This rise in net interest payments occurs significantly because the CBO assumes that interest rates will eventually exceed the prevailing rate of economic growth due to crowding out effects (Chart 15). Chart 14The CBO's Long-Term Budget Outlook Is Dire... The CBO's Long-Term Budget Outlook Is Dire... The CBO's Long-Term Budget Outlook Is Dire... Chart 15...Partially Because Of The CBO's Interest Rate Assumptions ...Partially Because Of The CBO's Interest Rate Assumptions ...Partially Because Of The CBO's Interest Rate Assumptions   We doubt that this will occur, at least not in the linear fashion the CBO is projecting. It is true that central banks only control the short-end of the yield curve (absent yield curve control policies), meaning that investors could force yields on long-maturity government bond yields to rise above the prevailing level of nominal growth. But in a world of scarce absolute returns, it is unlikely that investors will price long-maturity US government bonds with an elevated term premium until the US government’s debt service burden becomes extreme. Given that a significant portion of the US government’s debt is issued with a short maturity, that debt service burden is at least partially a function of the Fed’s decisions, not those of bond investors. Chart 16US Taxes Are Low, Contributing To Its Primary Deficit US Taxes Are Low, Contributing To Its Primary Deficit US Taxes Are Low, Contributing To Its Primary Deficit An increase in real short-term interest rates over the coming several years might, ironically, be the best thing for US government debt sustainability over the long term, even though it would cause the US government’s debt service burden to rise. Ultimately, debt sustainability requires a balanced primary budget, and the structural US primary balance is heavily impacted by elevated medical costs and the fact that US government revenue as a share of GDP is considerably lower than in other countries (Chart 16). Given the political costs involved, primary balance reform in the US is unlikely to occur without some form of budgetary pressure from rising interest costs, and the longer the US government’s debt service burden remains low the longer that this reform is delayed. You asked about the timing of the endgame, and a potential tipping point may be when US government spending on net interest as a share of GDP exceeds the prior high reached in the early-1990s, which could occur as soon as 5 years from now were the Fed to raise interest rates towards the pace of nominal GDP growth.2Without such an increase, the US government’s debt burden will likely remain serviceable for decades, even without primary balance reform. Mr. X: I am happy that you referenced the Fed in your answer, because I wanted to address the question of central bank independence. Will elevated government debt prevent the Fed from raising rates if needed to control inflation? With the Fed projecting a very low Federal funds rate in the future, it seems like today’s central bankers may be incapable of acting as Volker did, should they need to do so. BCA: It is true that the Fed is projecting a very low average long-term Fed funds rate, but this projection is not due to political pressure or concerns about the US government’s future debt service burden. It reflects the Fed’s belief that the neutral rate of interest has fallen, based on the economic experience of the past decade, as well as the belief that an asymmetry exists in the economic costs of errors associated with estimating the neutral rate. On the latter point, the Fed believes that the cost of overestimating the neutral rate is likely to be higher than the cost of underestimating it, given the inability to cut interest rates meaningfully below zero. During our discussion last year, we noted that rising populism will make it very difficult for fiscal authorities to take preemptive action to address the US’s primary deficit, and it is possible that public opposition to normalized interest rates could cause the Fed to maintain easier monetary policy than is otherwise warranted – especially if the public perceives a link between Fed tightening and painful fiscal reform. However, our base case view remains that the Fed would resist these pressures, and would act in a way that the central bank felt was the best course of action to pursue its mandate. We would underscore that the risk of an overshoot in inflation from too-easy monetary policy does not require the Fed’s independence to become compromised. The Fed could be wrong in its assessment of the neutral rate of interest, and also wrong in its assessment of the costs of that error. Leaving the latter issue aside for now, there are good arguments in favor of the view that the neutral rate of interest is higher than the Fed currently believes. We can discuss those arguments in detail when we turn to the bond market outlook, but this does imply that inflation may be even more above the Fed’s target over the medium term than we believe will be the case next year. Ms. X: I have one last question related to inflation before we move on to your economic outlook. In terms of the usage of technology, the pandemic caused major behavioral changes to occur very quickly. Is it possible that we are on the cusp of a productivity boom, similar to what occurred during the 1990s, that will act to restrain inflation over the coming few years? BCA: It is possible that the pandemic has catalyzed some changes that will end up boosting productivity, given that many consumers, workers, and businesses were forced to embrace innovation quickly over the past 18 months. Governments have also made historic investments in both hard and soft infrastructure, including high-speed internet and renewable energy. But, for now, there is little evidence to support the idea that a major, technologically-driven productivity boom is occurring. Chart 17 Chart 17 highlights that measured productivity has fallen outside of the US since the pandemic began, and the US surge is likely explained by three factors: labor market composition effects, the fact that US productivity normally rises during recessions, and the fact that US fiscal response was more forceful than elsewhere (boosting spending and output relative to the number of workers). The cyclical characteristics of US measured productivity were particularly evident in Q3, when output per hour of all employees fell by roughly 5% on an annualized basis. It is also the case that the pandemic has likely lowered potential output in some areas of the economy, particularly sectors related to office worker presence in central business districts. Even if employer plans for workers to return to the office prevail and office presence increases significantly in 2022, it is very likely that some work-from-home activity will permanently stick and that this will structurally increase the US unemployment rate.3 For now, our sense is that this increase will be modest, but the key point is that the rapid adoption of new technology and ways of working during the pandemic have not occurred without cost, and it is far from clear that this will be productivity-enhancing on a net basis. The ongoing, typical pace of technological development may help ease inflationary pressures over the longer-term, but investors should not yet conclude that the pandemic has accelerated this process. The Economic Outlook Chart 18On Average, We Expect Above-Trend Growth In The DM World Next Year On Average, We Expect Above-Trend Growth In The DM World Next Year On Average, We Expect Above-Trend Growth In The DM World Next Year Ms. X: Thank you. I am not entirely sure that I am convinced, but I take your point that the productivity issue needs to be examined on a net basis. Let’s turn now to the outlook for growth next year. Starting first with developed markets, what do you expect in terms of the pace of economic growth, and how does that expectation differ from consensus market expectations? BCA: While we are less concerned about short-term inflation than most investors, we generally agree with consensus expectations for growth next year. Chart 18 shows that both official and private forecasts for real GDP growth in the US and euro area are well above trend, and that the US and euro area output gaps are likely to turn positive next year. In Q4 2021 and Q1 2022, it is possible that the Omicron variant will negatively impact economic growth. But assuming that the pandemic does recede in importance for the year as a whole, the basis for expecting above-trend growth in advanced economies next year is straightforward: we expect that monetary policy will remain extremely accommodative in the US and euro area, and will likely remain so even if the Fed begins to raise interest rates. In addition, the collapse in spending that occurred last year, arrayed against stable-to-higher income, has caused households to accumulate a massive amount of savings that will support consumption. Chart 19Households In The US And Europe Have Accumulated Excess Savings Households In The US And Europe Have Accumulated Excess Savings Households In The US And Europe Have Accumulated Excess Savings Chart 19 highlights that this has occurred in both the US and the euro area. In the euro area, income was relatively stable, and spending has yet to fully recover – supporting the view that a catch-up in European consumption will boost euro area growth to above-trend levels. In the US, personal income rose during the pandemic, because the US government issued stimulus checks to Americans who did not lose their job. Some of these excess savings have been spent or used to pay down debt, but a sizeable portion remains to support spending. Chart 20 highlights that US household net worth has exploded higher over the past 7 quarters, by a magnitude that far exceeds any other instance since the Second World War. It is true that fiscal policy will subtract from growth in both the US and euro area next year, although it remains an open question how much drag will occur in the US. Chart 21 presents the Hutchins Center Fiscal Impact Measure from the Brookings Institution, which suggests that US fiscal drag will be significant in 2022. This measure does not include the recent infrastructure bill, or the Build Back Better plan. However, Chart 22 presents the IMF’s projections for the US and euro area cyclically-adjusted budget balance, which suggest meaningfully less drag next year for the US. Chart 20US Household Net Worth Has Surged US Household Net Worth Has Surged US Household Net Worth Has Surged Chart 21 Chart 22 In the case of the euro area, Chart 22 highlights that the IMF is forecasting considerable fiscal drag next year, which seemingly contradicts optimistic expectations for euro area growth. There are two reasons to believe that euro area growth will be meaningfully above-trend in 2022, despite fiscal retrenchment. First, the IMF’s projected reduction in the euro area’s cyclically-adjusted primary deficit reflects the expiry of employment support programs such as the Kurzarbeit scheme in Germany, a social insurance program that incentivizes employers to reduce employee hours rather than laying off workers. The expiry of these types of programs is politically tied to a continued recovery in domestic consumption and further gains in service-sector employment, meaning that some of the fiscal drag projected in Chart 22 is necessarily linked to a growth impulse from the private sector. Certainly, these programs will be renewed or extended if the Omicron variant significantly weakens near-term economic growth in the euro area. Second, while the positive contribution to euro area growth from goods exports will likely wane over the coming year as spending in advanced economies shifts from goods to services, European services exports will eventually improve. Chart 23 highlights that the recovery in foreign tourist visits to the euro area is in its very early innings, and a normalization of tourist travel will eventually act as a significant contributor to income and employment growth in the region. According to the World Travel & Tourism Council, Europe was the third most impacted region globally from the decline in travel, after the Caribbean and Asia Pacific.4 It is clear that tourist travel will not pick up as long as Omicron-related travel bans are in effect, but Europe’s peak tourist season typically runs from June to August, which is beyond the range of time supposedly needed by vaccine manufacturers to produce Omicron-specific booster shots (should they be required). Chart 23European Tourism Will Eventually Recover, Adding To A Domestic Consumer Spending Tailwind European Tourism Will Eventually Recover, Adding To A Domestic Consumer Spending Tailwind European Tourism Will Eventually Recover, Adding To A Domestic Consumer Spending Tailwind Mr. X: I would like to challenge you on your growth view. First, the economy was already slowing, and now there is a risk that the Omicron variant might slow at least some economic activity even further in the near term. You have stated that there will be some degree of fiscal drag next year, and that savings might be deployed to support spending – but might not. Should I not be concerned that growth might fall back to trend or even below it? BCA: The pandemic was economically unprecedented, and investors should thus be careful about what growth rates are used to characterize the pace of ongoing economic activity. For example, Chart 24 highlights that euro area real GDP growth is slowing on a year-over-year basis, but it accelerated fractionally on a sequential basis in Q3 and grew substantially above-trend. It should not be surprising that advanced economies are no longer reporting double-digit growth rates given the ongoing recovery from extremely depressed rates of economic activity last year. The question is whether growth will slow dramatically further, and whether at or below trend growth is likely on average next year. Prior to the discovery of the Omicron variant, investors had little reason to be concerned about significantly below trend growth in 2022. Forward-looking economic indicators were not pointing to this outcome; Chart 25 shows our global Nowcast indicator, a high-frequency measure of economic activity that is designed to predict global industrial production, alongside our global leading economic indicator. The chart shows that both the Nowcast and global leading economic indicator (LEI) are indeed declining, but that this decline is occurring from an extremely elevated level. It is therefore correct to say that the global economy is at an inflection point in terms of the pace of growth, but Chart 25 still points to above-trend growth – and certainly not to a major cyclical downturn. Chart 24Growth In DM Economies Is Slowing, But Remains Above-Trend Growth In DM Economies Is Slowing, But Remains Above-Trend Growth In DM Economies Is Slowing, But Remains Above-Trend Chart 25Leading Indicators Continue To Point To Above-Trend Growth Leading Indicators Continue To Point To Above-Trend Growth Leading Indicators Continue To Point To Above-Trend Growth   The US economy did experience a very significant sequential slowdown in Q3, with activity having increased at only a trend rate. Chart 26 makes it clear that this occurred due to the impact of the semiconductor shortage on automotive production and the impact that the Delta wave of COVID-19 had on services spending. Real-time estimates for US growth in the fourth quarter are (for now) quite strong, and growth estimates for next year already likely incorporate the expectation of supply-side limitations. In fact, those expectations could surprise to the upside next year if these limitations ease more quickly than many investors currently expect, and if the Omicron variant turns out to be economically insignificant. If, however, the new variant does end up causing the return of lockdowns and other large-scale “NPIs” – especially in emerging market countries – the risk of further bottlenecks or an extension of existing supply-side problems will certainly rise. Chart 26 Chart 27 Ms. X: Could you provide us some scenarios that combine your growth and inflation views, as well as the odds that you would assign to them? BCA: Certainly. Chart 27 presents our odds of three scenarios for global growth and inflation next year. We assign a 60% chance to above-trend growth and above-target inflation, a 30% chance to a “stagflation-lite” scenario of growth at or below potential and inflation well above target, a 10% chance of a recession. We describe the second scenario as “stagflation-lite” because true stagflation, as experienced in the late-1970s, involved a very elevated unemployment rate. Using the US Misery Index as real-time stagflation indicator for advanced economies (Chart 28), investors should note that true stagflation is not likely unless the unemployment rate rises. Despite the ongoing impact of component and labor shortages, there is no evidence yet of a contraction in goods-producing or service-producing jobs. For now, the impact of outright component shortages appears to be limited to the auto sector. Chart 28It's Not True Stagflation Unless The Unemployment Rate Rises It's Not True Stagflation Unless The Unemployment Rate Rises It's Not True Stagflation Unless The Unemployment Rate Rises Even if goods-producing employment slows anew over the coming few months due to supply constraints, the unemployment rate is still likely to fall if services spending normalizes. This underscores the importance of services spending in advanced economies as a core driver of global economic activity over the coming year, given the ongoing weakness in several segments on China’s economy. Mr. X: My daughter and I have been closely watching China’s economy this year, and we have been getting increasingly concerned by the extent of the slowdown in activity there. Do you anticipate a pickup in Chinese growth in 2022? BCA: Yes, but a reacceleration in Chinese economic activity is more likely in the back half of next year than over the coming 6 months. There are three reasons for this. First, economic output in China will continue to be restrained over the coming months by the country’s ongoing energy crisis, which caused a sharp slowdown in electricity production in August (Chart 29). Production rebounded somewhat in September and October, but remained fairly weak. China’s energy crisis has occurred due to a combination of very strong electricity demand from the country’s manufacturing sector, as well as a significant reduction in coal emphasis, including coal imports from key producers that otherwise would have helped close the supply-demand gap (Chart 30). China’s coal stocks remain extremely low, underscoring that Chinese policymakers would not be capable of pushing through traditionally energy-intensive stimulus even if they were inclined to do so. Chart 29China's Energy Crisis Will Linger China's Energy Crisis Will Linger China's Energy Crisis Will Linger Second, strong external demand is supporting Chinese manufacturing employment (Chart 31), so Chinese policymakers feel less of a sense of urgency to boost economic growth despite a significant slowdown in China’s credit impulse and the ongoing slowdown in real-estate activity. Social stability will always remain the paramount objective of Chinese policymakers, and we fully expect a policy response if economic growth slows to the point that it impacts employment. Chart 30China's Energy Crisis: Strong Power Demand, Constrained Coal Supply China's Energy Crisis: Strong Power Demand, Constrained Coal Supply China's Energy Crisis: Strong Power Demand, Constrained Coal Supply Chart 31Strong External Demand Is Supporting Chinese Employment Strong External Demand Is Supporting Chinese Employment Strong External Demand Is Supporting Chinese Employment But because of the extreme rise in private-sector debt that has accumulated in China over the past decade, Chinese policymakers now perceive a tradeoff between economic growth and additional leveraging. This implies that the timing and magnitude of reflationary efforts from China’s policymakers are likely to be carefully calibrated to avoid a dramatic overshoot of credit growth, in line with what occurred in 2018 and 2019. In fact, while many investors regard China’s policy response during that time as having been too timid, within China many commentators have lauded it as an example of finely balanced decision-making. Third, China’s zero-tolerance COVID policy will likely remain in effect at least until the Beijing Olympics in February, and potentially until the 20th National Party Congress in October. The potential risk from the Omicron variant will only reinforce the resolve of Chinese policymakers on this issue, which implies that Chinese consumption and services activity could follow a stop-and-go pattern over the coming 6 months. Chinese policymakers are likely aware that a zero-tolerance policy towards COVID is ultimately unsustainable, but we expect policymakers to react aggressively towards outbreaks next year in advance of these two major events. Ms. X: It sounds like Chinese policymakers do not want to stimulate at all. Why is a reacceleration in activity even likely? BCA: We expect further easing from Chinese policymakers next year because the strong demand for Chinese goods that is currently supporting employment is likely to slowly wane over the coming several months. Chinese export volume has been very closely tied to US real goods consumption over the past year (Chart 32), which, as we noted earlier, is 9.8% above the level implied by its pre-pandemic trend. A likely decline in US goods spending from current levels, even if it remains above trend, suggests that Chinese manufacturing employment will not be as strong on average next year as is currently the case. Chart 33 highlights the extent of the weakness in China’s credit impulse and its real estate sector, underscoring that China is currently a “one-legged” economy that is supported by manufacturing. Chart 32China's Exports And US Goods Spending Are Closely Linked China's Exports And US Goods Spending Are Closely Linked China's Exports And US Goods Spending Are Closely Linked Chart 33China's Economy Is Now Entirely Supported By External Demand China's Economy Is Now Entirely Supported By External Demand China's Economy Is Now Entirely Supported By External Demand     In addition, for political reasons, policymakers in China are very likely to want stable-to-improving economic conditions in the lead up to the National Party Congress in October. Given the lags between the implementation of stimulus and its effect on the economy, this points to further easing and/or outright stimulus in Q1 or Q2, and a reacceleration in economic activity in the latter half of the year. Chart 34Inflation Expectations, Not Real Rates, Have Been Driving The Bond Market Inflation Expectations, Not Real Rates, Have Been Driving The Bond Market Inflation Expectations, Not Real Rates, Have Been Driving The Bond Market Ms. X: Let’s turn now to monetary policy. You mentioned that monetary policy will remain very easy next year, but investors have moved to price between one and two interest rate hikes from the Federal Reserve in 2022. Do you agree with the market’s assessment? BCA: Our base case view is that investors are now overly hawkish and that an initial rate hike will most likely occur only in September or December 2022 – despite a seemingly hawkish pivot from the Fed. It is important to note that investors have moved up their expectations for rate hikes next year entirely in response to elevated inflation. Chart 34 highlights that the sharp increase in the US 2-year Treasury yield over the past few months has occurred alongside a decline in the real 2-year yield, underscoring that investors believe that inflation will force the Fed to raise interest rates earlier than it currently expects. We expect the pressure on prices to wane next year rather than intensify, meaning that rate-hike bets have likely been driven by the wrong factor. A dangerous rise in long-dated inflation expectations would change our view and validate market pricing. But, as we noted above, this has not yet occurred despite very elevated inflation this year and expectations of elevated inflation next year. This underscores that economic agents view the current pace of inflation as strongly linked to the pandemic, and thus see it as a temporary phenomenon. Table 2The Fed’s Liftoff Criteria OUTLOOK 2022: Peak Inflation – Or Just Getting Started? OUTLOOK 2022: Peak Inflation – Or Just Getting Started? Table 2 presents the three factors that will determine when the Fed decides to lift rates, based on the Fed’s official forward guidance. The two inflation-related criteria are currently checked, but the remaining labor market criterion is not checked. The Fed has officially pledged not to lift rates until “maximum employment” is reached, although that pledge may change in December. Still, we expect that progress towards “maximum employment” will influence the timing of the first rate hike unless there are no signs of easing inflation over the next several months. Our sense is that an unemployment rate close to 3.8% and a working-age participation rate close to its pre-pandemic level will be required to check the third box shown in Table 2. Chart 35The Working-Age Participation Rate Still Has Further To Rise The Working-Age Participation Rate Still Has Further To Rise The Working-Age Participation Rate Still Has Further To Rise Importantly, it is not clear that these factors will be in place before September next year. Chart 35 highlights that while the working-age participation rate has moved back closer to its pre-pandemic level, it still has further to go. If the rate increases at the pace that occurred in the first half of this year, it would not return to its pre-pandemic level until August/September at the earliest, which would certainly narrow the window for two rate hikes next year. The bar for the Fed’s unemployment rate criterion is also high enough that betting on two rate hikes next year appears excessive. Table 3 presents the average monthly jobs growth needed to reach an unemployment rate of 3.8% at different points over the next year. This highlights that a meaningful and sustained acceleration in jobs growth is required for the Fed to raise interest rates in July. Table 3Calculating The Time To Maximum Employment OUTLOOK 2022: Peak Inflation – Or Just Getting Started? OUTLOOK 2022: Peak Inflation – Or Just Getting Started? Mr. X: But these projections are based on the overall participation rate, and we have seen a surge in retirements during the pandemic. Doesn’t that mean that the unemployment rate will fall faster than the Fed currently expects, and that investors are right to move up their rate hike expectations? BCA: We have seen a huge increase in the number of retirees, and you are correct that a more rapid reduction in the unemployment rate could occur if pandemic retirements turn out to be “sticky”. However, we would point to two facts that suggest at least a portion of the surge in retirements will reverse. Chart 36Retirements Have Significantly Overshot Their Demographic Trend Retirements Have Significantly Overshot Their Demographic Trend Retirements Have Significantly Overshot Their Demographic Trend First, the surge in retirement during the pandemic is more than what would be implied by underlying demographic trends. Chart 36 shows that while the share of the US population that is retired has been steadily rising, it is now significantly above its 2010-2019 trend. Second, a recent study from the Kansas City Fed suggests that the non-demographic component of the recent surge in retirements has mainly been driven by a decline in the number of retirees rejoining the labor force,5 a phenomenon that we would expect to reverse as the pandemic abates. If the Omicron variant turns out to be threatening to the health of the older population even if they have been vaccinated, then we would not expect retiree reentry into the labor force until variant-specific booster shots are available. Chart 37Investors Expect The ECB To Lag The Fed, And We Agree Investors Expect The ECB To Lag The Fed, And We Agree Investors Expect The ECB To Lag The Fed, And We Agree Uncertainty over the status of retired workers is why we believe the Fed will focus on the working-age participation rate in judging whether the labor market has returned to a state of maximum employment. If the unemployment rate falls more quickly than expected because of a retiree-effect on the overall participation rate, the Fed will then turn to the working-age participation rate to judge the extent of labor market slack. It is only if non-supply driven wage growth is excessive and/or long-dated inflation expectations move sharply higher that the Fed will move in line with current market pricing. Mr. X: What about the ECB? Do you expect any monetary policy tightening in the euro area in 2022? BCA: Chart 37 highlights that investors had previously been expecting the ECB to raise interest rates once next year, lagging the Fed by roughly one rate hike. These expectations have been dialed back recently in response to the COVID situation in Europe as well as the news about Omicron. Chart 38Euro Area Inflation Is Not Broad-Based Euro Area Inflation Is Not Broad-Based Euro Area Inflation Is Not Broad-Based We agree that the ECB will raise rates after the Fed does, but we do not think that a euro area rate hike will occur next year – even once the pandemic situation improves. As is the case for the Fed, investors had been expecting that the ECB will be forced to respond to very elevated inflation. But Chart 38 highlights that euro area core inflation is barely above 2%, and panel 2 makes it clear that the rise in core euro area prices is not broad-based. This underscores that much of the rise in euro area prices is driven by commodities and problems with the global supply chain, neither of which will be fixed by higher euro area interest rates. As such, we agreed with ECB President Christine Lagarde’s pushback against market expectations for a rate hike next year, barring a much faster labor market recovery in advanced economies than we currently expect. Bond Market Prospects Mr. X: Thank you. Our monetary policy discussion serves as an excellent segue to the bond market outlook, and a question that I have been eager to pose to you. I find it astounding that long-maturity government bond yields remained so low this year given the longer-term inflationary risk, and given recent bets that central banks would be forced to move earlier than they had previously anticipated. Even if those bets unwind as a result of Omicron, I would like an explanation of what kept bond yields so low this year. In particular, I would like you to share your thoughts about what could cause bond yields to eventually react to the potential for higher inflation? Chart 39Investors, And The Fed, Continue To Subscribe To The Secular Stagnation Narrative Investors, And The Fed, Continue To Subscribe To The Secular Stagnation Narrative Investors, And The Fed, Continue To Subscribe To The Secular Stagnation Narrative BCA: The behavior of long-maturity government bonds this year reflects the view of both the Fed and market participants that the neutral rate of interest (“R-star”) remains very low relative to the potential growth rate of the economy (Chart 39). According to the Federal Reserve’s Statement on Longer Run Goals And Monetary Policy Strategy, the FOMC “judges that the level of the federal funds rate consistent with maximum employment and price stability over the longer run has declined relative to its historical average.” Bond investors agree with the Fed’s view, bolstered by previously low academic estimates of the neutral rate of interest such as those presented by the Laubach-Williams model. We agree that R-star fell in the US for a time following the Global Financial Crisis (GFC), but it is far from clear that it remains as low as the Fed and investors believe. The neutral rate of interest fell during the first half of the last economic cycle because of a persistent period of household deleveraging and balance-sheet repair, which was a multi-year consequence of the financial crisis and the insufficient fiscal response to the 2008-09 recession. Academic estimates of R-star are misleading,6 and it is clear that US household balance sheets are now in a much better state than they were in the lead-up to the GFC. Debt to disposable income for US households has fallen back to 2001 levels (Chart 40), the ratio of total liabilities to net worth has fallen meaningfully for most income categories (panel 2), and the household debt service ratio is now the lowest it has been since the 1970s (Chart 41), underscoring the capacity of US consumers to withstand higher interest rates. It is true that the US corporate sector leveraged itself over the course of the last economic cycle, but at least some of this increase in debt has served to fund capital structure changes, rather than the accumulation of a large stock of “deadweight” excess capacity. Chart 40US Household Balance Sheets Are In Far Better Shape Than They Used To Be US Household Balance Sheets Are In Far Better Shape Than They Used To Be US Household Balance Sheets Are In Far Better Shape Than They Used To Be Chart 41The US Household Debt Service Burden Is At A 40-Year Low The US Household Debt Service Burden Is At A 40-Year Low The US Household Debt Service Burden Is At A 40-Year Low     Investors should certainly be on the lookout for signs that market expectations for “R-star” are rising, but it is not probable that this will occur before the Fed begins to normalize monetary policy. This means that the bond market outlook over the coming year is dependent on the market’s assessment of the timing and pace of Fed rate hikes. Ms. X: You noted earlier that you disagree with the bond market’s outlook for US rate hikes next year. What are the fixed-income portfolio implications of that view? BCA: It is possible that the Fed may begin raising interest rates as early as next summer, but this is only likely to occur if jobs growth meaningfully accelerates, the surge in net retirements during the pandemic is durably sticky (beyond any potential impact from the Omicron variant), or long-dated inflation expectations become unanchored. It is not likely to occur simply because actual inflation, driven significantly by supply-side factors, is elevated. Chart 42A Moderate Rise In US Long-Maturity Bond Yields Next Year A Moderate Rise In US Long-Maturity Bond Yields Next Year A Moderate Rise In US Long-Maturity Bond Yields Next Year For short-maturity bonds, the investment implications of this view are more focused on the real versus inflation components of yields, rather than the existence of major mispricing of 2-year Treasury yields. US government bond yields have risen both at the short- and long-end due to rising inflation expectations, and real yields have fallen. We expect a more significant rise in real than nominal yields over the coming year. As such, investors should sell 2-year inflation protection, which is currently pricing too tepid of a deceleration in the pace of advance of consumer prices. For 10-year US Treasurys, we expect that yields will rise to between 2-2.25% over the coming year, as the Fed moves towards eventual rate hikes. Chart 42 presents FOMC-implied fair value estimates for the 2-, 5-, and 10-year Treasury yield, and underscores that bond yields are set to moderately rise next year. We are uncomfortable with the Fed’s projection of a permanently lower neutral rate of interest, but we see no evidence yet that surging inflation is changing the market’s assessment of the long-run average Fed funds rate. So for now, we recommend that fixed-income investors maintain a short-duration stance, but we do not expect a very severe rise in yields at the long-end of the curve next year. Ms. X: And what positioning would you recommend within a global fixed-income portfolio? BCA: The likely sequencing of central bank rate hikes over the coming 12-18 months suggests that global fixed-income investors should maintain an underweight stance towards US, UK, Canada, and New Zealand, and an overweight stance towards Japan, Europe, and Australia. Among our overweight recommendations, our view that the ECB will lag the Fed makes a clear case to be overweight euro area versus US bonds (both core and periphery), and Chart 43 highlights that rising US bond yields have been strongly correlated with the outperformance of euro area government bonds in US$ hedged terms over the past five years. For Japan, long-maturity JGB yields are likely to remain flat over the next year as they have been since 2016, underscoring that our allocation to JGBs is a strict function of our global duration call (with a short duration stance favoring Japan). In Australia, expectations for monetary policy have turned aggressively hawkish over the past month, with markets now discounting multiple rate hikes next year. While there is a growing case for the RBA to tighten, there are still enough lingering uncertainties about the trajectory for growth and inflation for the RBA to credibly remain on the sidelines next year. As such, we recommend that investors fade the aggressive 2022 rate hike profile discounted in Australian interest rate markets by staying overweight Australian government bonds in global bond portfolios. Among our underweight recommendations, the fact that the BOE is likely to be the next major developed economy central bank to raise interest rates supports a reduced allocation to UK government bonds. Relative to global government bonds, long-dated gilts have recovered somewhat from their earlier selloff in anticipation of a rate hike in early November, but we expect renewed underperformance in 2022. Unlike in the US, long-dated UK inflation expectations are meaningfully above their average of the past 15 years (Chart 44), which is motivating the BOE’s hawkishness. In Canada, the labor market has fully recovered the jobs lost during the pandemic, and the BOC has grown very concerned about the housing market and the potential for low interest rates to further inflate an already excessive amount of household sector debt. We expect a first rate hike from the BOC in the first half of 2022. Chart 43Rising US Treasury Yields Translates To Hedged Euro Area Government Bond Outperformance Rising US Treasury Yields Translates To Hedged Euro Area Government Bond Outperformance Rising US Treasury Yields Translates To Hedged Euro Area Government Bond Outperformance Chart 44UK Long-Term Inflation Expectations Are Not Contained UK Long-Term Inflation Expectations Are Not Contained UK Long-Term Inflation Expectations Are Not Contained Finally, a rate hike cycle has already begun in New Zealand, which also has an important link to the housing market. The New Zealand government has altered the remit of the Reserve Bank of New Zealand (RBNZ) to more explicitly factor in the impact of monetary policy on housing costs, suggesting that 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 attempts to cool off housing demand. Chart 45Speculative-Grade Corporate Bonds Offer Better Value Speculative-Grade Corporate Bonds Offer Better Value Speculative-Grade Corporate Bonds Offer Better Value Ms. X: Given the reality of low government bond yields globally, corporate credit has become an increasingly important part of our fixed-income portfolio. My father and I have noticed that corporate bond spreads are very low; should we be making any changes to our allocation to corporate credit? The combination of above-trend economic growth and accommodative monetary policy provides strong support for corporate bond spreads. However, US investment-grade corporate bonds offer essentially no value, and we advise investors to seek out higher returns in speculative-grade corporates. The 12-month breakeven spread for US investment-grade bonds is currently at its 2nd historical percentile (Chart 45), and we currently expect excess returns for IG corporates versus duration-matched Treasuries to be capped at 85 bps. For US high-yield bonds, we recommend an overweight stance within a fixed-income portfolio. We estimate that spreads are currently pricing an expected default rate of 3.1%, assuming a 100 bps risk premium and a 40% recovery rate on defaulted debt. Based on gross corporate leverage (pre-tax profits over total debt) and C&I lending standards, we model that the 12-month default rate will stay between 2.3% and 2.8% next year, below what the market currently discounts. Notably, the corporate default rate is tracking at an annualized rate of roughly 1.7% through the first ten months of this year, well below the estimate generated by our model. The accommodative monetary backdrop provided by the Fed will start to shift at some point in 2022. For now, an elevated 2/10 Treasury slope 85-90 bps suggests that monetary conditions are still accommodative, and our prior work suggests that corporate bond returns are typically strong when the slope is above 50 bps. But when the slope breaks below 50 bps, which could happen as soon as the first half of 2022, we will likely turn more defensive on corporate bonds. A flatter curve suggests a more neutral monetary backdrop, and with valuations already tight it will make sense to take some money off the table. The shifting US monetary policy backdrop leads us to favor European high-yield over US equivalents, as the ECB will be more dovish than the Fed next year. From a fundamental perspective, default rates are projected to be a bit lower in Europe in 2022 (around 2%) compared to the US, in an environment of solid nominal corporate revenue growth and still-moderate borrowing rates. Although valuations are hardly cheap on either side of the Atlantic, we do see better relative value in Ba-rated European junk bonds over similarly rated US credits. 12-month breakeven spreads for European Ba-rated high-yield are in the 38th percentile of its historical distribution, while US Ba-rated junk sits in the 24th percentile. Equity Market Outlook Mr. X: Thank you for your bond market comments. My view that bond yields have potentially much further to rise over the coming few years suggests that we will earn very little in the way of returns from our fixed-income portfolio, but the equity market outlook is no better. In fact, the medium-to-long term equity outlook is probably the worst that I have seen in a long time. Next year’s outlook is arguably bad as well; equity valuation is extreme, and you are forecasting a rise in long-maturity bond yields next year. In addition, you acknowledge that the longer-term term risks of inflation have risen, and believe that the Fed and investors are underestimating the neutral rate of interest. All of that seems wildly bearish to me! Chart 46US Revenue Growth Will Be Stout In 2022... US Revenue Growth Will Be Stout In 2022... US Revenue Growth Will Be Stout In 2022... BCA: Let’s address the longer-term outlook for stocks in a moment, and for now focus on what is likely to occur next year. Since the US equity market now accounts for 60% of global stock market capitalization, we will outline our US equity views first before turning to the rest of the world. The starting point for any cyclical view of the stock market should be one’s earnings outlook, and based on our economic view we agree with analyst expectations that US revenue growth will remain elevated next year relative to what has prevailed on average over the past decade (Chart 46). Above-trend growth and consumer price inflation point to revenue growth in the high single-digits, and this would normally serve as a conservative estimate for earnings growth given that profit margins have been trending higher since the beginning of the 2009 economic recovery. However, US profit margins have already risen to a new high both for the tech sector (broadly-defined) and ex-tech (Chart 47), and there are credible arguments in favor of an outright contraction in margins over the coming year.7 As such, we expect earnings growth to come in at or below revenue growth, which is currently expected to be about 7% next year. You referenced extreme overvaluation of the equity market, and Chart 48 highlights that the S&P 500 12-month forward P/E ratio is indeed now as high as it was during the stock market bubble of the late-1990s. But panel 2 of Chart 48 highlights that our proxy for the US equity risk premium (ERP) is in line with its historical average, in stark contrast to the lows that were reached in the late-1990s. Chart 47...But Profit Margins Are Extremely Elevated And May Fall ...But Profit Margins Are Extremely Elevated And May Fall ...But Profit Margins Are Extremely Elevated And May Fall Chart 48US Equity Multiples Are Extremely High, But The ERP Is Normal US Equity Multiples Are Extremely High, But The ERP Is Normal US Equity Multiples Are Extremely High, But The ERP Is Normal Chart 49Equity Multiples Are High Because Interest Rates Are Extremely Low Equity Multiples Are High Because Interest Rates Are Extremely Low Equity Multiples Are High Because Interest Rates Are Extremely Low These seemingly contradictory perspectives are resolved by the observation that real bond yields are extremely low today. It is reasonable to expect a structural decline in real bond yields over time given a structural decline in the potential growth rate of the economy, but Chart 49 highlights that real long-maturity yields are already substantially lower than estimates of trend growth. If we believed that real US government bond yields were set to rise by 200 basis points over the coming year, we would be categorically bearish towards stocks as it would imply a substantially lower P/E ratio. That, however, is very unlikely to occur while the Fed and investors subscribe to the secular stagnation narrative. While R-star is probably higher than the Fed and investors think, we do not think that these expectations will change before the Fed begins to normalize monetary policy. As such, while equity multiples may fall over the coming year in response to somewhat higher bond yields, we expect the decline to be relatively modest. Putting this all together, given our base case view that the pandemic will recede in importance next year, we expect mid-to-high single-digit returns from US equities in 2022 – the net result of robust revenue growth and some return compression from profit margins and equity multiples. Mr. X: You showed the equity risk premium over the past 40 years, which was a period of rising financialization. Given the complacency that I see in markets, especially about the longer-term outlook, I strongly question the view that investors are demanding a normal premium as compensation for potential future volatility. Do your conclusions hold up if you use a much longer time horizon? BCA: They do. Chart 50 shows a long-history estimate of the US equity risk premium based on Robert Shiller’s Irrational Exuberance dataset. This indicates that the ERP today is in line with its long-term median. We do not use the cyclically-adjusted P/E ratio in this calculation; Chart 50 is simply calculated as the 12-month trailing reported earnings yield minus the real long-maturity bond yield. The chart shows that the ERP was quite low in the late-1990s, and above average for several years following the Global Financial Crisis. The conclusion is that while the US P/E ratio is extremely high today, it is so for a very different reason than what occurred in the late-1990s. At that time, the equity risk premium was extremely low, whereas today equity multiples are high because of very low interest rates. You asked about the longer-term outlook for stocks, and Chart 51 presents a range of possible 10-year total returns for US equities, based on a 100-200bps rise in real long-maturity bond yields and revenue growth on the order of 4-5% per year. These scenarios also assume flat profit margins, a constant 2% dividend yield, and a constant ERP. Chart 50The US Equity Risk Premium Is Normal Even Based On 150 Years Of History The US Equity Risk Premium Is Normal Even Based On 150 Years Of History The US Equity Risk Premium Is Normal Even Based On 150 Years Of History Chart 51 These returns projections, on the order of 2-5% per year, would beat the returns offered by bonds and thus argue that investors should still be structurally overweight equities versus fixed-income assets. But they would also fall short of the absolute return goals of many investors, and thus we agree that the longer-term outlook for stocks is poor – unless the ERP falls dramatically as real interest rates rise. That would be calling for a return to the ebullient conditions of the late-1990s, and we struggle to envision how this could occur given the myriad economic and geopolitical risks today that did not exist at that time. Ms. X: I want to address the two important global equity calls that did not pan out quite how you expected when we spoke last year: regional equity allocation and value versus growth. What is your view about these positions in 2022? BCA: Financials did modestly outperform broadly-defined technology stocks in 2021, so elements of the value versus growth trade did pan out. But using the MSCI value and growth indexes as benchmarks, value did underperform, and the relative performance of global value versus growth this year has been strongly linked to the 30-year Treasury yield. This has not always been the case in the past, but this year very long-maturity bond yields have done a very good job at explaining the relative performance of value (Chart 52). In addition, Chart 53 highlights the strong correlation between the relative performance of the US equity market and the relative performance of growth since the onset of the pandemic, which is explained by the US’s comparatively large weighting in broadly-defined technology stocks. Chart 52Global Value Versus Growth Is Strongly Correlated With Interest Rates Global Value Versus Growth Is Strongly Correlated With Interest Rates Global Value Versus Growth Is Strongly Correlated With Interest Rates Chart 53Growth / Value Is Impacting Regional Equity Performance Trends Growth / Value Is Impacting Regional Equity Performance Trends Growth / Value Is Impacting Regional Equity Performance Trends     Given our view that long-maturity bond yields are set to rise next year, we find it difficult to bet against value in 2022. At a minimum, a window exists for value’s outperformance, and we do recommend that investors overweight value versus growth next year. Considerable debate exists within BCA about the longer-term outlook for the trend in style, but for next year the majority of BCA strategists expect value to outperform at least for a time. Ms. X: And what about the performance of US stocks versus the rest of the world? BCA: The close link between growth / value and US / global ex-US stocks over the past two years suggests that the US will underperform at some point in 2022 relative to its global peers, although we acknowledge that this case is harder to make. The US did underperform global ex-US in the first quarter of 2021, and again from April to June, but the underperformance eventually gave way to substantial US outperformance. By contrast, the outperformance of global value vs. growth was more sustained in the first half of the year, and the reversal of that performance has been more closely aligned with the trend in bond yields. Our best answer as a firm is that investors should maintain a neutral allocation to the US versus global ex-US for now, with a bias towards increasing exposure to global ex-US at some point next year. Roughly 70% of global ex-US equity market cap is accounted for by DM economies, with the remaining 30% in emerging markets. Given our China economic view, it is difficult to make the case for EM stocks in the first half of 2022. We see more significant easing in China, potentially in Q2, is the most likely upgrade catalyst for EM. Within DM ex-US, the euro area is the most significant region by weight, and there are two arguments in favor of euro area outperformance at some point next year. First, Chart 54 highlights that euro area earnings have more post-pandemic catchup potential than US stocks, suggesting that the US may not fundamentally outperform other DM economies in 2022. Second, Chart 55 highlights that euro area stocks are the cheapest that they have been relative to the US since early-2009 and 2012. In both of these cases, the euro area subsequently outperformed US stocks. Chart 54Euro Area Earnings Have More Catch-Up Potential Euro Area Earnings Have More Catch-Up Potential Euro Area Earnings Have More Catch-Up Potential Chart 55Euro Area Stocks Are Extremely Cheap, And Have Rallied From Similar Valuation Levels Euro Area Stocks Are Extremely Cheap, And Have Rallied From Similar Valuation Levels Euro Area Stocks Are Extremely Cheap, And Have Rallied From Similar Valuation Levels     As an additional point about richly valued US equities, it has been argued that a premium is warranted for US stocks given their comparatively high return on equity. But Chart 56 illustrates that this is not the case. The chart shows the relative price-to-book ratio for the US versus developed markets ex-US compared with regression-based predicted values based on relative return on equity. The chart clearly highlights that the US price-to-book ratio is meaningfully higher than it should be relative to other developed markets, underscoring that US stocks are expensive above and beyond what fundamental performance appears to justify. That perspective is echoed in Chart 57, which highlights that the US 12-month forward P/E ratio is 50% above that for global ex-US stocks. Chart 56The Premium Paid For US Stocks Is Not Justified By Higher Return On Equity The Premium Paid For US Stocks Is Not Justified By Higher Return On Equity The Premium Paid For US Stocks Is Not Justified By Higher Return On Equity Chart 57US Stocks Are Extremely Expensive, No Matter How You Slice It US Stocks Are Extremely Expensive, No Matter How You Slice It US Stocks Are Extremely Expensive, No Matter How You Slice It Given the news about Omicron, and the recent spike in COVID cases and natural gas prices in the euro area, it may be too early to position in favor of DM ex-US stocks versus the US. But a shift from US to global ex-US stocks should be on investors’ watch list for 2022. Chart 58Industrials Are Likely To Outperform Next Year Industrials Are Likely To Outperform Next Year Industrials Are Likely To Outperform Next Year Mr. X: What about sector positioning, and small caps? BCA: Cyclical sectors have significantly outperformed defensives this year, and we expect further outperformance in 2022. Defensive sectors tend to underperform when bond yields are rising, and we expect that certain cyclical industries will continue to outperform next year. In particular, banks tend to outperform the broad market when interest rates are rising, pent-up demand will boost the consumer services and automobile industries within consumer discretionary, and industrials will continue to benefit from the surge in capital expenditures, as evidenced by the sharp increase in US core capital goods orders (Chart 58). Resource stocks, on the other hand, may not meaningfully outperform in 2022, at least not consistently. We will discuss our commodity views in a moment, but we expect flat oil prices next year, and our views on China imply that metals and mining stocks may at least passively underperform in the first half of the year. While we generally favor cyclical sectors next year, Chart 59 highlights that the trend in the performance of cyclicals versus defensives (shown in equally-weighted terms) has moved well past its pre-pandemic level, and is now challenging its early-2018 high. Cyclicals have further room to move higher when compared with the levels that prevailed in 2010-2011, but that period reflected resource price levels that we do not expect over the coming year. As such, the performance of cyclicals is getting somewhat late, and we expect to rotate away from cyclical sectors at some point over the coming year. In terms of capitalization, Chart 60 highlights that investors should favor small cap stocks versus large caps over the coming year. The chart highlights that the relative performance of global small caps had rebounded to its pre-trade war levels earlier this year, before falling anew in response to the economic consequences of the Delta wave of COVID-19 and the decline in government bond yields. Abstracting from longer-term trends, small cap stocks tend to outperform large caps over 1-year periods when bond yields are rising, and this has been especially true over the past decade (middle panel). Chart 59Cyclicals Have Some Room To Move Higher Versus Defensives, But Not Much Cyclicals Have Some Room To Move Higher Versus Defensives, But Not Much Cyclicals Have Some Room To Move Higher Versus Defensives, But Not Much Chart 60Favor Small Caps Over Large Caps In 2022 Favor Small Caps Over Large Caps In 2022 Favor Small Caps Over Large Caps In 2022   Our view that government bond yields are set to rise next year, in combination with very attractive relative valuation (bottom panel), makes an overweight small cap stance one of our highest conviction positions with an equity allocation. Currencies And Commodities Mr. X: You mentioned earlier that you expect oil prices to be essentially unchanged next year from the levels that prevailed prior to the discovery of the Omicron variant. I would appreciate it if you could provide the basis for that view, and also your perspective on natural gas prices given how significantly that market is affecting the European economy. Chart 61We Expect Oil To Trade At -81/Bbl Next Year, On Average We Expect Oil To Trade At $80-81/Bbl Next Year, On Average We Expect Oil To Trade At $80-81/Bbl Next Year, On Average BCA: Let’s deal first with crude oil prices. First, it should be noted that we will not have good information on Omicron’s impact on oil demand for a few more weeks, which makes it difficult to assess demand for next year as a whole. Prior to this news, our ensemble supply and demand estimates for crude oil projected an increase in supply from core OPEC 2.0 producers in 2022, on target to return to pre-pandemic levels around the middle of the year. Production from non-core OPEC producers will likely be flat to modestly down, consistent with the downward trend that has been in place over the past decade. On the demand side, our base case view suggests flat-to-modestly higher consumption growth in the DM world, and a pickup in non-OECD demand around the middle or back half of the year. Chart 61 highlights that the net result of these forecasts implies that brent oil prices will average around $80-81/bbl next year, essentially flat from pre-Omicron levels. Geopolitical tension with Iran will most likely persist next year, which contributes to upside risk to our forecast. Clearly, Omicron contributes to downside risk. The fact that spot oil prices are likely to be flat next year does not mean that investors cannot profit from energy-related positions. Chart 61 also highlighted that the oil market is currently backwardated, with a downward sloping forward curve that is below our projected spot price for most of 2022. This means that investors can still profit from the roll yield, and we are comfortable recommending the pursuit of a dynamic roll strategy focused on energy contracts (such as the COMT ETF). On the natural gas front, we expect that spot prices will remain elevated through the winter, especially in Europe. The US Climate Prediction Center maintains 90% odds that La Niña will continue through the winter in the Northern Hemisphere, implying a colder-than-normal winter and thus higher-than-normal natural gas demand. Russia’s restriction of supply for geopolitical advantage can continue well in 2022. Chart 62 highlights that European natural gas storage is well below that of previous years, which has contributed to the almost 400% rise in prices this year. European natural gas prices are rising in part due to competition from China because of its power shortage, and are likely to remain high through the winter. Aside from higher-than-average temperatures through the winter months, a reduction in US import demand is the most likely catalyst for lower natgas prices in Europe. The Nord Stream 2 pipeline is unlikely to begin operations early enough to provide relief in H1 2022, although it is possible. Ms. X: One question that I have about the commodity outlook pertains to China. We discussed earlier how China’s economy has slowed this year, and yet metals prices remain in an uptrend. That seems like an aberration, and we would appreciate your thoughts on what is driving the disconnect. BCA: The behavior of industrials metals prices has indeed been confusing for many investors given the slowdown in Chinese economic activity, as evidenced by Chart 63. The annual growth rate of the Bloomberg Industrial Metals Spot Index remains surprisingly elevated given slowing economic activity in China and a meaningful decline in China’s credit impulse. Chart 62 Chart 63Metals Prices Are Seemingly Too High Given A Slowing Chinese Economy Metals Prices Are Seemingly Too High Given A Slowing Chinese Economy Metals Prices Are Seemingly Too High Given A Slowing Chinese Economy   What is missing from this picture is the fact that base metals inventories are very low, due in part to reduced refining activity in China. Charts 64 and 65 present two perspectives on copper inventories: the difference between global production and consumption of refined copper, and the level of warehouse and stock inventories tied to commodity exchanges. Both charts show that inventories have been drawn down heavily this year. Chart 64Global Metals Inventories Have Been Drawing Heavily This Year… Global Metals Inventories Have Been Drawing Heavily This Year... Global Metals Inventories Have Been Drawing Heavily This Year... Chart 65…And Exchange Inventories Are Very Low ...And Exchange Inventories Are Very Low ...And Exchange Inventories Are Very Low     Our expectation that China is likely to slow further over the coming few months arrayed against low metals inventories suggests that the Q1 outlook for metals prices is murky. But as we noted earlier, we expect a reacceleration in Chinese economic activity in the back half of 2022, implying that base metals prices are likely to be higher in 2022 on average. Over a multi-year horizon, we are quite bullish towards base metals – copper in particular – given the critical role that these metals will play in the push to decarbonize the global economy.8 Base metals capex will have to increase at the mining and refining levels to meet renewables and EV demand, and policymakers will need to work towards diversifying metals' production and refining to reduce the concentration risks that currently exist. We strongly suspect that higher prices will have a role in incentivizing higher base metals production, meaning that longer-term investors should follow a “buy copper on dips” strategy. Mr. X: You noted at the outset that gold fell in nominal terms this year, which was surprising to me. My expectation is that gold would have performed better than it did during a year with the strongest inflation in three decades. You referenced the dollar and real interest rates as drivers of the price of gold; please elaborate on that if you can, and what you expect to see from gold in 2022. BCA: It is not particularly surprising to us that the price of gold has fallen this year in the face of surging inflation. We agree that precious metals are a good hedge against inflation over the very long term, but over the cyclical investment horizon the volatility of gold vastly exceeds that of consumer prices. On this point, a comparison to the stock market is apt. It is often the case that changes in P/E ratios are the dominant drivers of equity returns over 6-12 month periods, and in the case of gold it is almost always the case that the real price of gold determines cyclical returns – not changes in the price level. Chart 66Gold Prices Likely Already Reflect An Expectation Of Rising Real Bond Yields Gold Prices Likely Already Reflect An Expectation Of Rising Real Bond Yields Gold Prices Likely Already Reflect An Expectation Of Rising Real Bond Yields Chart 66 highlights that real gold prices have been explained over the past 15 years by changes in the US dollar and especially real 10-year Treasury yields. The chart shows that gold prices are modestly lower today than this historical relationship would imply, possibly reflecting investor unease about the potential for monetary policy tightening next year (above and beyond what is currently reflected by real 10-year yields). Our view that real 10-year yields are likely to rise next year is thus ostensibly bearish for gold, but Chart 66 suggests that some of this effect may already be reflected in prices. As such, we expect that gold prices will be flat-to-modestly down, with the caveat that we would be aggressive buyers on any signs that one or more of today’s major geopolitical risks is materializing (e.g., conflict in the Middle East, Russia’s periphery, or China’s periphery). Chart 67Real Gold Prices Are Extremely Elevated Relative To Their History Real Gold Prices Are Extremely Elevated Relative To Their History Real Gold Prices Are Extremely Elevated Relative To Their History Over the longer term, Chart 67 highlights that real gold prices are extremely elevated relative to their history. This largely reflects the fact that real interest rates are well below trend rates of economic growth. As such, we are bearish towards gold prices over the secular horizon, given our expectation that real interest rates are likely to move higher over the longer-term. Ms. X: What is your outlook for the US dollar next year? BCA: We recommend that investors stick with short US dollar positions for 2022. However, we acknowledge that the dollar may remain strong over the coming few months, which may persist as long as investors expect near-term economic weakness in the euro area. The Omicron variant impact on global travel, surging COVID cases, and European natural gas prices will likely cause negative near-term economic surprises, but we do not expect these conditions to last over the coming 12 months. Chart 68EUR-USD Is Pricing Too Much Of A Widening In Real Bond Yield Differentials EUR-USD Is Pricing Too Much Of A Widening In Real Bond Yield Differentials EUR-USD Is Pricing Too Much Of A Widening In Real Bond Yield Differentials Versus major currencies, the broad trend in the dollar tends to be dominated by the USD-EUR exchange rate, and the recent collapse in the euro has contributed to the broad-based rise in the dollar. Chart 68 highlights that the euro area / US real 10-year government bond yield differential has done a good job of predicting the EUR-USD exchange rate since the Global Financial Crisis, and the chart highlights that the euro has fallen 5% below what this relationship would imply. Using Chart 68 as a guide, current pricing of the euro suggests that investors expect a 40 bps decline in the real 10-year yield differential. We expect US long-maturity real yields to rise on the order of 60-70 bps over the coming year, but the recent behavior of the euro is only fair if euro area real yields are mostly unchanged next year. We would bet against such an outcome, as the economic conditions that will eventually cause the Fed to raise interest rates also imply better economic outcomes for the euro area. Chinese economic growth is likely to be better in the second half of next year, which will boost global growth, and euro area consumers also have ample savings at their disposable to support consumer spending. The fact that euro area stocks have more earnings upside relative to pre-pandemic levels also argues against the dollar from the perspective of equity portfolio flows. Chart 69US Dollar And Indicator The US Dollar Is Overbought US Dollar And Indicator The US Dollar Is Overbought US Dollar And Indicator The US Dollar Is Overbought Three additional factors support a bearish dollar view beyond a near-term period of temporary dollar strength. The first is that the Fed is likely to lag the Bank of England and Bank of Canada in terms of moving towards normalizing monetary policy, a bearish outlook for USD-GBP and USD-CAD. The second factor is that the US dollar is normally a counter-cyclical currency, and recent dollar strength is implying a degree of equity market weakness that we do not expect next year. Third, Chart 69 highlights that the US dollar is on the verge of entering extremely overbought territory, underscoring that euro bearishness is likely overdone. Mr. X: My daughter and I have been debating adding cryptocurrencies to our portfolio. As you might guess, she sees promise in cryptos, whereas I see them as a bubble waiting to burst. What are your thoughts? BCA: We have had a similar debate at BCA. There is little doubt that the blockchain technologies underpinning cryptocurrencies are here to stay. The only question is whether cryptocurrencies themselves are worth investing in. Bitcoin has doubled in price seven times since the start of 2016. If it were to double just one more time to $120,000, it would be worth $2.1 trillion, equal to the entire stock of US dollars in circulation. The easy profits in this sector have already been made. Then there is the issue of competition. Many new cryptocurrencies have emerged on the scene since Bitcoin was invented more than a decade ago. Ethereum is the best known, but others such as Solana, Cardano, XRP, and Polkadot are arguably technologically superior. If one invests in this space, at a minimum, one should buy a basket of cryptos, similar to what one would do if one were betting on a new technology but did not know which specific company would ultimately prevail. Mr. X: What about regulation? Is it not just a matter of time before the hammer comes down on the whole sector? BCA: China has banned cryptos, but they continue to thrive, so the sector has proven itself quite resilient to government scrutiny. In fact, regulation could help cryptocurrencies gain the air of respectability, while attracting more institutional investment in the sector. The bigger issue is again, competition, but this time from central banks. Most major central banks are working to develop their own digital currencies. Also keep in mind that governments derive a lot of revenue from “seigniorage” – the ability to create money out of thin air. They would not want to lose that revenue. Mr. X: I am all in favor of depriving governments of the ability to print as much money as they want. But if I wanted to hedge this risk, I would buy gold. BCA: We are inclined to agree, with the caveat that gold itself is already expensive insurance against monetary debasement. Geopolitics Ms. X: I am not sure that I find your arguments about cryptocurrencies to be compelling, but I sense that this is a topic upon which we will have to agree to disagree – at least for now. Perhaps we can close out our discussion with your geopolitical outlook, and what risks my father and I should be most attuned to. Chart 70 BCA: As an overall summary of our view, we contend that the international system will remain unstable in 2022. Global multipolarity – or the existence of multiple, competing poles of political power – is the chief destabilizing factor, and is the first of three geopolitical themes that will persist next year and beyond. Multipolarity – or great power struggle – can be illustrated by the falling share of US economic clout relative to the rest of the world, including but not limited to strategic rivals like China (Chart 70). China’s GDP has risen to the top in purchasing power terms and will do so in nominal terms in around five years. China’s potential growth is slowing and financial instability will be a recurring theme in 2022 and beyond. But that very fact is driving Beijing to try to convert the past 40 years of economic success into broader strategic security. Since China is ultimately capable of creating an alternative political order in Asia Pacific, the United States is belatedly reacting by penalizing China’s economy and seeking to refurbish alliances in pursuit of a containment policy. Russia and other nationalist powers are also drivers of multipolarity. Chart 71Hypo-Globalization, Our Second Geopolitical Theme Hypo-Globalization, Our Second Geopolitical Theme Hypo-Globalization, Our Second Geopolitical Theme The second geopolitical theme is “hypo-globalization,” in which globalization fails to live up to its potential. The trade intensity of global growth peaked with the Great Recession in 2008-10. The stimulus-fueled recovery in the wake of COVID-19 is seeing a trade rebound, which is positive for corporate earnings. But the upside will be limited by the negative geopolitical environment (Chart 71), which makes nations fearful of each other and hungry for self-sufficiency. The 2010s witnessed a retreat from globalization as developed economies saw private debt bubbles unwind, while emerging economies saw trade manufacturing unwind. Anti-globalization movements entered mainstream politics, in both democratic and authoritarian countries, from the East to the West. Today governments are not behaving as if they will engender a new era of ever-freer movement and ever-deepening international linkages. For example, the trade war between the US and China has morphed into a broader competition that limits cooperation to a few select areas, despite a leadership change in the United States. The further consolidation of central government power in China will exacerbate distrust. Chart 72The Risk Of Populism, Our Third Geopolitical Theme, Is Significant In Emerging Markets The Risk Of Populism, Our Third Geopolitical Theme, Is Significant In Emerging Markets The Risk Of Populism, Our Third Geopolitical Theme, Is Significant In Emerging Markets A third theme is populism, or anti-establishment political sentiment, which we discussed at length last year and is likely to escalate in 2022. Even as unemployment declines, the rise in food and fuel inflation will make it difficult for low wage earners to make ends meet. Most of the developed markets have elected new governments since the pandemic, allowing voters to vent some frustration. But many of the emerging economies are either facing elections or have non-responsive political systems. Either way they may fail to address household grievances. This will be a source of social instability and economic uncertainty in the coming years. The “misery index,” which combines unemployment and inflation, spiked during the pandemic and stands at 15% on average for the major emerging markets, up from around 13% in 2016. The same countries have stimulated their economies, feeding inflationary pressures (Chart 72). Just as the “Arab Spring” unrest destabilized the Middle East and North Africa in the years after the Great Recession, so will new movements destabilize this region or other regions in the wake of COVID-19. Regime failures lead to wars and waves of immigration, which in turn create larger policy changes that can impact markets. Ms. X: What are the investment implications of your geopolitical views? BCA: These three themes – great power struggle, hypo-globalization, and populism – are inflationary in theory, though their impact will vary based on specific events. Multipolarity means that governments will boost industrial and defense spending to gear up for international competition. Hypo-globalization means countries will attempt to put growth on a more reliable domestic foundation rather than accept dependency on an unreliable international scene, thus constraining supplies from abroad. Populism leads to a range of unorthodox policies, such as belligerence abroad or extravagant social spending at home. Of course, the inflationary bias of these themes can be upset if they manifest in ways that harm growth and inflation expectations, which is also possible. For example, China’s historic confluence of internal and external political risks has already led to growth disappointments and financial instability. A conflict over the Taiwan Strait, which cannot be ruled out, could begin with deflation and end in inflation, as wars often do. Chart 73 In this respect two geopolitical risks are worthy of repeating: Russia and Iran. Energy producers gain leverage as global energy supplies grow tight. That is why global conflicts, especially those involving petro-states, tend to rise and fall in line with oil prices (Chart 73). This will most likely be the case in 2022. Both of these states are vulnerable to social unrest at home and foreign strategic pressure abroad. Both have long-running conflicts with the US and West that are heating up for fundamental reasons, such as Russia’s fear of western influence in the former Soviet Union and Iran’s nuclear program. If these conflicts explode, they can lead to energy price shortages or shocks, which would clearly raise the odds of the stagflation-lite scenario that we described earlier. Conclusions Mr. X: Thank you very much for another interesting and thorough discussion of the outlook. Our discussion has not swayed me from my deep-seated concern that inflation over the medium-term will be much higher than investors think, and that there are likely to be enormous consequences from this for financial markets. You also acknowledged the long-term risk from a future rise in real interest rates – I suppose I simply see this risk materializing sooner than you do. Ms. X: Even if inflation is only moderately higher over the coming decade, say around 3% on average, that would still seem to have important implications for real portfolio returns. The main purpose of our meeting has been to discuss what will occur in 2022, but last year you provided us with long-term return projections across several asset classes compared with realized historical returns. An update to that would be very much appreciated. BCA: Table 4 presents an update of our long-term return projections based on a 3% inflation scenario, incorporating an allocation to alternative assets. As you highlighted, the projected real portfolio return is just 1% per year over the coming decade, compared with a 6.3% annualized historical real return. The table highlights an important dilemma for investors, which is that government bonds will offer very poor real returns over the coming decade if inflation is higher on average than it has been. Government bonds have traditionally been the core safe-haven assets in investor portfolios, underscoring that global investors may have to accept more volatility to achieve their desired return goals. In our view, this should come in the form of a reduced strategic allocation to US stocks within an equity portfolio, and an increased allocation to alternative assets such as real estate and alternative investments. Table 4Long-Term Return Scenarios In A World With 3% Inflation OUTLOOK 2022: Peak Inflation – Or Just Getting Started? OUTLOOK 2022: Peak Inflation – Or Just Getting Started? Ms. X: Thank you. In conclusion, could you summarize your main economic and investment views for 2022? BCA: It would be our pleasure. Our main points are as follows: The COVID-19 pandemic is likely to recede in importance next year. The effect of the recently discovered Omicron variant remains unknown, but we expect any negative economic impact that occurs to be limited to the first half of the year. The existence of effective anti-viral treatments, that are not affected by the virus’s mutation, should help limit the impact of Omicron on the medical system. A receding pandemic will lay the groundwork for a more normal labor market, prices, and the supply of both goods and services. Investors are overestimating the magnitude of inflation over the coming 12 months, and we expect actual inflation will come in lower next year than what short-maturity inflation expectations are currently suggesting. Economic growth in advanced economies will be above-trend for the year on average, and we expect the US and euro area output gaps to close in 2022. Any economic activity disrupted by Omicron in the first half of 2022 will likely shift into the second half of the year. Above-trend growth will be supported by easy monetary policy, a shift in spending from goods to services, and a sizeable amount of excess savings that will support overall consumer spending. A reacceleration in Chinese economic activity is more likely in the back half of next year than over the coming 6 months. China is currently a “one-legged” economy that is supported by external demand, and a shift in advanced economy consumer spending from goods to services may be the catalyst for more aggressive easing from policymakers. Stocks will outperform bonds in 2022, but equity market returns will be in single-digit territory – the net result of robust revenue growth and some return compression from profit margins and equity multiples. Equity market volatility may rise in the lead-up to US monetary policy tightening at the end of the year, but we expect only a moderate rise in long-maturity bond yields – which will not threaten economic activity or cause a major decline in equity multiples. Fixed-income investors should maintain a short duration stance, and position for lower inflation expectations and higher real rates (especially at the short end of the curve). We recommend selling short-maturity inflation protection. Within a government bond portfolio, overweight Europe (core and periphery), Japan, and Australia. Underweight the US, UK, Canada, and New Zealand. Within a credit portfolio, favor speculative-grade over investment-grade corporate bonds, and European Ba-rated European junk bonds over similarly rated US credits. Equity investors should favor small cap over large cap stocks in 2022. Small cap stocks tend to outperform large caps over 1-year periods when bond yields are rising, and relative valuation levels are attractive. We generally favor cyclical sectors next year, but stretched relative performance versus defensives means that we expect to rotate away from cyclical sectors at some point over the coming year. A window exists for value’s outperformance versus growth in 2022 in response to higher long-maturity government bond yields, and we do recommend the former over the latter. Investors should maintain a neutral allocation to the US versus global ex-US for now, with a bias towards increasing exposure to global ex-US at some point next year. An underweight stance towards EM stocks in 1H 2022 is appropriate until clearer signs of Chinese policy easing emerge. Within DM ex-US, we expect euro area outperformance at some point next year: euro area earnings have more post-pandemic catchup potential than US stocks, and relative valuation argues for a euro area bounce. Aside from the potential for Omicron-related near-term economic weakness, a shift in investor expectations for the terminal Fed funds rate is a risk that investors should monitor. Our judgement is that this will probably not occur before the Fed begins to normalize monetary policy. Brent oil prices will average around $80-81/bbl next year, essentially flat from pre-Omicron levels. The oil market is currently backwardated, meaning that investors should pursue a dynamic roll strategy focused on energy contracts. European natural gas prices are likely to remain high through the winter. Aside from higher-than-average temperatures through the winter months, a reduction in US import demand is the most likely catalyst for lower natgas prices in Europe. The outlook for base metals in the first half of 2022 is murky. Metals inventories are low, but China is likely to slow further over the coming few months. Our expectation of a reacceleration in Chinese economic activity in the back half of 2022 means that, on average, base metals prices will be higher in 2022. We expect that gold prices will be flat-to-modestly down next year, although we would be aggressive buyers on any signs that one or more of today’s major geopolitical risks is materializing (e.g., conflict in the Middle East, Russia’s periphery, or China’s periphery). The US dollar may remain strong over the coming few months, depending on the extent of the economic impact from the Omicron variant. Beyond that, the dollar’s countercyclical nature, above-trend global growth, and overbought conditions suggest that investors should bet on a lower dollar. The international system will remain unstable in 2022. Multipolarity, “hypo-globalization”, and populism will remain important geopolitical themes next year (and beyond). The Editors December 1, 2021   Footnotes 1   “South African doctor who raised alarm about omicron variant says symptoms are ‘unusual but mild,” The Telegraph, November 27, 2021. 2   Please see The Bank Credit Analyst "In COVID’s Wake: Government Debt And The Path Of Interest Rates," dated April 29, 2021, available at bca.bcaresearch.com 3  Please see The Bank Credit Analyst "Work From Home “Stickiness” And The Outlook For Monetary Policy," dated June 24, 2021, available at bca.bcaresearch.com 4  June 2021, “Global Economic Impact Trends 2021”, World Travel & Tourism Council 5  What Has Driven the Recent Increase in Retirements? by Jun Nie and Shu-Kuei X. Yang, Federal Reserve Bank of Kansas City Economic Bulletin, August 11, 2021. 6  Please see Global Investment Strategy "Revisiting The Neutral Rate Of Interest: A Contrarian View In A Time Of Crisis," dated March 20, 2020, available at gis.bcaresearch.com 7   Please see US Equity Strategy "Marginally Worse," dated October 11, 2021, available at uses.bcaresearch.com 8  Please see Commodity & Energy Strategy "COP26 Meets During Policy-Induced Crisis," dated October 28, 2021, available at ces.bcaresearch.com

Feature Over the past months, we have seen a potent bout of volatility in developed government bond markets, as investors have tried to assess the “lift-off” dates for central bank hiking cycles and the speed and cumulative degree of eventual monetary tightening. Record inflation prints have also created a communication challenge for central banks, with investors demanding more certainty in relation to the preconditions that need to be met in the data for central banks to raise rates. Adding to the uncertainty are the new frameworks adopted by the US Federal Reserve and the European Central Bank (ECB) that allow for overshoots of the 2% inflation target to make up for historical undershoots. However, it remains to be seen how committed policymakers will be to these new frameworks. Even the historically dovish European Central Bank has been forced to talk down market pricing, with overnight swap markets eyeing a rate hike as early as next year. Across the English Channel, the Bank Of England, which initially baffled investors by failing to deliver a rate hike during its November meeting, now appears to have embarked on a new path, with Governor Andrew Bailey calling into question the very efficacy of forward guidance itself and possibly returning to making decisions on a meeting-by-meeting basis. Chief Economist Huw Pill has recently talked about “training” people to “think the right way about monetary policy,” but it remains to be seen if market participants will be receptive students. In any case, it is clear that the uniformly dovish period of extraordinary monetary accommodation induced by the pandemic is at an end. To navigate the uncertainty as central banks shift gears toward tighter policy on the margin, we are introducing revised versions of our BCA European Central Bank monitors this week. These indicators use economic and financial market data to gauge whether the current stance of monetary policy lines up with current conditions. Our revisions focus on making the monitors more dynamic and responsive to shifts in central bank reaction functions. Overall, the message from our new monitors is clear—rebounding growth and inflation data mean that all our indicators are moving in a direction more consistent with tighter policy even after Friday's market action (Chart 1). In the following sections of this report, we cover in greater detail the methodological changes to our indicators, followed by region-level assessments of the five new monitors introduced in this report for the Euro Area, UK, Sweden, Norway, and Switzerland. Chart 1The New BCA European Central Bank Monitors The New BCA European Central Bank Monitors The New BCA European Central Bank Monitors What’s New? We have made three major improvements to our central bank monitors: First, the sub-components—economic growth, inflation, and financial conditions—are no longer calculated as a simple average of their constituent data series. Instead, each data series is now weighted according to the degree that it moves in conjunction with other data series over a 60-month rolling window. In other words, data series that are highly correlated with other series receive a greater weight. There are two benefits to this approach: (i) it makes the monitors more dynamic and (ii) it adjusts for changes in correlations over time. Second, the weights of each of the three sub-components in the overall monitor are now determined so as to minimize the sum of squared residuals (SSR) of a regression of the 12-month change in policy rate (the dependent variable) with the readings from our monitors (the independent variable). We have imposed two constraints: each sub-component must have a minimum weight of 15% and may not weigh more than 70%. More importantly, the weights are now re-calculated every 60 months. In doing so, there is no assumption that central bankers’ reaction function is constant over time, and it avoids look-ahead bias. There is also the natural question of how to optimize the weights of our sub-components when policy rates remain flat for extended periods at, or near, the Zero Lower Bound (ZLB). While we did consider calculating a different set of weights targeting the annual change in assets held by the Central Bank during ZLB periods, we eschewed this approach for two reasons: these periods are neither frequent nor sufficiently prolonged to provide an appropriate sample. As a result, the weights currently applied to the monitors are based on the 60 months preceding policy rates reaching the Zero Lower Bound. Table 1 shows the weights currently being used for each monitor. Table 1European Central Bank Monitors' Weights A Tour Of The New BCA European Central Bank Monitors A Tour Of The New BCA European Central Bank Monitors Third, all of the data series included in our monitors are now standardized over 60-month rolling time horizons. Like the changes made to the weight calculation above, it ensures the monitor does not rely too heavily on either past or future data. Although central banks’ mandates do not change often—if at all—their reaction functions do. Take inflation, for instance. Our monitors should not factor in the level of price changes experienced in the 1970s as a benchmark to determine whether a central bank should be more or less accommodative based on what inflation is today. We also took this opportunity to make changes to the data series included in the monitors, with a focus on including higher-frequency series to improve the timeliness of the indicator. All in all, clients should note that these improvements do not change the interpretation of the monitors. A rising trend is still consistent with fundamentals that would have caused central banks to tighten in the past and vice versa. ECB Monitor: Stay Put Chart 2Euro Area: ECB Monitor Euro Area: ECB Monitor Euro Area: ECB Monitor Our European Central Bank (ECB) Monitor is currently in positive territory, suggesting that the ECB should be removing accommodation (Chart 2). However, the ECB did not sound any more hawkish at the close of its last meeting held at the beginning of the month. The latest surge of COVID-19 cases in Europe and subsequent governments’ responses will weigh on economic growth and give reason to the ECB not to rush into a new tightening cycle. It will also be interesting to see how the renewed energy crisis affects President Christine Lagarde's stance on the transitory aspects of inflation. The components of our ECB Monitor are consistent with these two forces (Chart 2, panel 2). Strong economic data prints have been losing steam this year, which weighed on the economic growth component. Nonetheless, this indicator now tries to move back up. Meanwhile, the inflation component is surging, driven by both the rapid acceleration in European realized inflation and CPI swaps. We have argued that energy, taxes, and base effects account for the bulk of the price increases in the Euro Area, and that, as such, the ECB was correct in looking past them. Market participants do not agree with the ECB. The Euro Overnight Index Average (EONIA) curve is now pricing 15bps of tightening by the end of 2022 (Chart 2, bottom panel), which is unlikely to happen considering the ECB’s dovish communication and its adoption of AIT. In this context, we lean against the EONIA pricing and expect the ECB to increase rates in 2024, at the earliest. We also continue to recommend an overweight stance on European government bonds within global fixed income portfolios. BoE Monitor: Tightening On The Way Chart 3UK: BoE Monitor UK: BoE Monitor UK: BoE Monitor Our Bank of England (BoE) monitor has continued its sharp rebound into positive territory since its trough in 2020 (Chart 3). While the BoE’s communication has been questionable, the Bank has done nothing to reverse its recent hawkish turn. This makes sense given economic data that is showing signs of an overheating economy. Consumer price inflation came in at 4.2% year-over-year in October, a ten-year high. And as we discussed in a recent BCA Research Global Fixed Income Strategy report, there are signs that rising inflation is having a dampening effect on consumer confidence, imperiling growth in 2022. Turning to the individual components of our BoE monitor, we see broad-based pressure to tighten policy, with all three components in solidly positive territory and rising quickly (Chart 3, middle panel). Inflationary pressures are being driven not only by strong CPI prints, but also by rising input prices and inflation expectations that are becoming unmoored from the BoE’s target. Meanwhile, capacity utilization scores from the BoE’s Agents’ Summary are at the highest level since 2007, creating scope for further inflation down the road. Growth is ebullient as well, with both manufacturing and services PMIs significantly above the 50 advance/decline line. Rising house prices and consumer lending are creating stability risks captured in the financial subcomponent of the monitor. Market anticipations for tightening over the next year have continued to increase, notwithstanding the muddled messaging from the BoE, with 111bps of tightening expected over the coming year (Chart 3, bottom panel). With the BoE set to be one of the more hawkish developed market central banks in 2022, we are comfortable maintaining an underweight stance on Gilts within global government bond portfolios. Riksbank Monitor: On Hold, But Not For Long Chart 4Sweden: Riksbank Monitor Sweden: Riksbank Monitor Sweden: Riksbank Monitor Our Riksbank Monitor is now close to neutral, after reaching all-time highs earlier this year (Chart 4). For now, the Riksbank seems content to continue to hold the repo rate at 0%, while expanding the size of its balance sheet. Taking a closer look at the breakdown in the Riksbank Monitor, we can see that the earlier surge was mostly driven by the financial conditions component, which is still solidly in positive territory (Chart 4, panel 2). The inflation component confirms that inflation is still not a concern for the Riksbank. In fact, core CPI stands at 1.82% annually, below the 2% target and far from what other developed economies are currently experiencing. We expect the ongoing robust economic recovery to continue lifting the economic growth component, which, at some point in the future, should place more pressure on the Riksbank to remove accommodation. Market participants have only started pricing in some rate hikes from the Riksbank recently (Chart 4, bottom panel). Still, we view this 35bps of expected tightening as too modest relative to the actual pressure on the Riksbank to tighten policy. The positive outlook for the Swedish economy,1 as well as rising house prices and household indebtedness, will force the Riksbank to tighten policy before the ECB—all of which may happen sooner if inflation starts to accelerate. Consequently, Swedish sovereign debt does not appear as an attractive underweight candidate in global government bond portfolios. Norges Bank Monitor: More Hikes To Come Chart 5Norway: Norges Bank Monitor Norway: Norges Bank Monitor Norway: Norges Bank Monitor Our Norges Bank Monitor is well into positive territory and continues to increase, signaling pressure for tighter policy (Chart 5). In September, the Norges Bank became the first of the G10 central banks to deliver a rate hike, which it paired with forward guidance suggesting hikes at its coming December, January, and March meetings. We believe such an outcome is supported by the data, which show pressure to tighten on a growth and inflation basis (Chart 5, middle panel). The growth subcomponent of our indicator has been driven by rebounding business and consumer sentiment. Meanwhile, inflationary pressures have been driven by rising capacity utilization and producer prices, which grew at an unbelievable 60.8% year-over-year in October, the highest annual growth rate that has ever been recorded for the series. The reading from the financial subcomponent is more neutral, hovering above the zero level. This slight decline this year may largely be explained by slowing house price growth and falling debt service ratios. However, the NOK remains undervalued on a PPP-basis, which, at the margin, creates pressure on the Norges Bank to tighten. Overnight index swap curves are currently discounting 136bps of tightening in Norway over the coming year. We believe this is a realistic outcome, given the Norges Bank’s uniquely hawkish reaction function and pressures to tighten, which are not likely to dissipate any time soon. We remain bearish on Norwegian government debt. SNB Monitor: Still About The Swiss Franc Chart 6Switzerland: SNB Monitor Switzerland: SNB Monitor Switzerland: SNB Monitor Our Swiss National Bank (SNB) Monitor has decreased somewhat after peaking earlier this year, but remains solidly in positive territory, which suggests that the SNB should remove accommodation (Chart 6). This is unlikely to happen anytime soon. At the Central Bank leadership’s annual meeting with the Swiss government last month, the SNB emphasized the need to maintain accommodative monetary policy. In so doing, it kept policy rate and interest on sight deposits at the SNB at −0.75%, while remaining willing to intervene in the foreign exchange market as necessary, in order to counter upward pressure on the Swiss franc. After all, the currency remains the main determinant of Swiss monetary conditions. Therefore, the SNB will continue to try to cap the upside in the CHF vis-à-vis the EUR, because it considers the Swiss franc "highly valued". Meanwhile, inflation does not seem to be an imminent concern for the SNB. Headline inflation and core inflation stand at 1.25% and 0.58%, respectively. All three components of our SNB Monitor appear to send the same message at the moment (Chart 6, panel 2). Markets largely seem to believe the SNB’s unwillingness to tighten monetary policy (Chart 6, bottom panel). Only 16 bps of tightening are priced over the next 12 months, and 54bps over the next 24 months. We maintain our neutral stance on Swiss bonds within global portfolios, given low liquidity. Jeremie Peloso, Associate Editor JeremieP@bcaresearch.com Shakti Sharma Senior Analyst ShaktiS@bcaresearch.com   Footnotes 1      Please see BCA Research European Income Strategy Report, "Take A Chance On Sweden", dated May 3, 2021, available at eis.bcareseach.com.

Dear Client, We had an error in our oil balances/forecasts report from 18 November 2021 resulting from a double counting of select US onshore production figures.  This has been corrected below. Highlights Higher oil production will restrain price increases in the short term, and give the impression the burst in inflation is transitory. Re-opening of airline travel and releasing of pent-up demand will absorb much of the higher output by year-end 2022. We are doubtful a US SPR release is forthcoming, as its impact would be trivial. Likewise, we do not expect the US to limit or ban exports of crude oil again, as it would unbalance markets. We are maintaining our Brent forecasts for 2022 and 2023 at $80 and $81/bbl. We again include a caveat, noting upside price risk is increasing going forward, due to inadequate capex (Chart of the Week). Stronger inflation prints going into 1Q22 will test the conviction underpinning central bankers' view that the current bout of price increases is transitory. If inflation appears to be more persistent going into 2H22, the Fed and other systemically important central banks likely will signal earlier-than-expected policy-rate hikes. This would be negative for commodities, as it would raise debt-service costs and investment hurdle rates, and reduce consumption. Higher oil prices and tighter monetary policy will temper demand. If capex is not forthcoming, however, prices will have to rise sharply to destroy demand. Feature It hardly deserves mention that the US has been hectoring the leadership of OPEC 2.0 to increase oil production, in order to reduce the cost of gasoline and home-heating fuels going into the winter … And, there's a mid-term election next year. The Biden administration also has been threatening – if that is the proper term – to release barrels from the US Strategic Petroleum Reserve (SPR), and reportedly asked China to consider a similar release.1 The leadership of OPEC 2.0, on the other hand, is flagging the risk to stronger oil prices from higher production next year. Much to the chagrin of the Biden administration, the coalition led by the Kingdom of Saudi Arabia (KSA) and Russia will not be increasing output by more than the 400k b/d it agreed to earlier this year. OPEC 2.0 will keep this up until June or July 2022, when most of its output sidelined by the COVID-19 pandemic will have been returned to the market. We expect the core Gulf-state producers – mostly KSA – will want to maintain ~ 3mm b/d of spare capacity thereafter. Chart of the WeekStable Oil-Price Trajectory Stable Oil-Price Trajectory Stable Oil-Price Trajectory Chart 2OPEC 2.0 Production Continues To Lift OPEC 2.0 Production Continues To Lift OPEC 2.0 Production Continues To Lift Higher Oil Output Expected Overall OPEC 2.0 production is expected to total 52.3mm b/d next year and 53.1mm b/d in 2023 (Chart 2). Most of the increase in the coalition's production will be accounted for by its core producers – KSA, Russia, Iraq, the UAE and Kuwait (Table 1). The "Other Guys" – i.e., those producers in OPEC 2.0 that can only maintain existing output levels or are managing continual declines in output – will account for a decreasing share of the coalition's production (Chart 3).2 Chart 3 Table 1BCA Global Oil Supply - Demand Balances (MMb/d, Base Case Balances) To Dec23 High Oil Prices, Low Capex, Inflation … Oh, My. High Oil Prices, Low Capex, Inflation … Oh, My. Including drilled-but-uncompleted wells (DUCs), we expect an additional 600k b/d from US shale-oil producers next year, which would take their output up to 8.39mm b/d, and another 350k b/d increase in their output in 2023. Output in the Lower 48 (L48) states of the US overall is expected to increase to 9.65mm b/d next year and 9.93mm b/d in 2023 (Chart 4). The increase in L48 output will continue to be led by higher shale-oil production, notably from the prolific Permian Basin play (Chart 5). US Gulf of Mexico and Alaska production tops up our total average output forecasts in the States to 11.89mm b/d next year and 12.20mm b/d in 2023. Chart 4US L48 Production Continues To Grow US L48 Production Continues To Grow US L48 Production Continues To Grow Chart 5 Demand Continues To Expand On the demand side, we continue to expect 2021 consumption growth of ~ 5.0mm b/d this year. Our growth expectation for 2022 and 2023 remains close to ~ 4.6mm b/d and 1.3mm b/d, respectively. We also expect demand to cross back over 100mm b/d in the current quarter, as can be seen in Table 1. As has been our wont during the recovery from the pandemic, we expect DM demand to level off next year after a stout recovery, and for EM demand to pick up the baton and lead global oil-consumption growth in the next two years (Chart 6). We remain bullish re the rollout of COVID-19 vaccines using mRNA technology globally, which will allow EM economies to step up growth. Re-opening of DM and EM economies will continue, pushing refined-product demand above 2019 levels next year, including jet-fuel toward the end of 2H22. Chart 6EM Oil Demand Growth Will Take The Lead EM Oil Demand Growth Will Take The Lead EM Oil Demand Growth Will Take The Lead Oil Market Remains Balanced Our supply-demand balances are largely unchanged from last month. This keeps global crude-oil markets in a physical deficit for most of next year. We expect OPEC 2.0's core producers will maintain their production-management strategy – i.e., keeping the level of supply below the level of demand. Producers in the price-taking cohort outside the coalition – chiefly the US, Canada and Brazil – will lift production subject to capital-market constraints on producing oil profitably (Chart 7). This supply-demand dynamic keeps inventories drawing through this year, then leveling off in 2022 and rebounding slowly in 2023 (Chart 8). Chart 7Global Crude Markets Mostly Balanced Global Crude Markets Mostly Balanced Global Crude Markets Mostly Balanced Chart 8Crude Inventories Continue To Draw Crude Inventories Continue To Draw Crude Inventories Continue To Draw   Global crude-oil inventories could come under pressure during the 2021-22 winter, if natural-gas markets remain supply-constrained. This week, the Russian state-owned supplier and operator of Nord Stream 2 (NS2) pipeline delivering Russian gas to Germany was told it must comply with German law before its gas will be allowed to flow. It is unlikely this will be done this year.3 This could keep demand for oil higher at the margin, as we noted earlier.4 Oil's Known Unknowns: Capex, Inflation The big unknowns – and risks – to our view are when and how much capex is going to be deployed in the oil and gas exploration-and-production space, and what we can expect from the Fed and other systematically important central banks if inflation looks to be persistent. OPEC 2.0 leaders and officials from the price-taking cohort agree that the dearth of capex for the industry threatens to destabilize oil and gas markets in the near future. Among the 90 international oil and gas producers tracked quarterly by the US EIA capex has collapsed (Chart 9). The industry appears to have made shareholder and investor interests their priority, so as to be competitive in the pursuit of capital that all firms engage in. This also is true for state-owned entities, which also compete for capital and access to technology. Chart 9 These firms and producers will continue to work to produce oil and gas profitably. Still, they likely will continue to find an unreceptive audience to invest in these energy sources; Governments and policymakers are actively discouraging investment in fossil fuels. This risks setting in motion a process in which supply erodes much faster than demand – similar to what is happening in coal markets presently – and prices for fossil fuels rocket higher. This is not a strategy, particularly as it disregards the fact there is insufficient renewables capacity and storage to cover the energy from hydrocarbons that is being lost because of the lack of a transition policy at any level. Recent strong inflation prints are a small-scale example of how this process could play out over the next decade or longer. When China eliminated Australian coal imports earlier this year in favor of Indonesian supplies, and forced its coal mines to shut as part of its dual-circulation policy to become more self-reliant, the resulting shortages set off chain reactions in global natural gas markets. European gas prices shot higher, which, along with higher Asian and American natgas prices, sent food prices soaring on the back of higher fertilizer prices.5 Shipping bottlenecks and container shortages worldwide exacerbated these problems. CBs' Inflation View Challenged Going into 2022, central bankers' view that the current bout of price increases is transitory is going to be put to the test. If inflation appears to be more persistent going into 2H22 – after hoped-for one-offs in coal, gas, oil and food markets are worked out – the Fed and other systemically important central banks likely would start signaling earlier-than-expected policy-rate hikes. This would be negative for commodities generally, as it would raise debt-service costs and investment hurdle rates, and reduce consumption. Higher oil prices and tighter monetary policy will temper demand. These inflationary pressures can be addressed, but this will require a serious re-thinking of the strategy the world needs to pursue if it is to pull off a successful energy transition. Such a strategy will have to give greater consideration to the role of fossil fuels in this transition. If capex is not forthcoming, however, oil prices will have to rise to destroy demand. This will feed into inflation, and ultimately could result in stagflation, as economic growth grinds lower. Investment Implications The level of uncertainty surrounding oil and gas prices remains elevated, given the background condition of 90% odds we see a La Niña in the Northern Hemisphere's winter (Nov21 – Mar22), and ~ 50% chance it persists into the Spring (March-May22). This could leave markets with colder-than-normal temperatures past the end of winter, as it did last year. Given this uncertainty, we remain long the S&P GSCI and the COMT ETF, to keep our exposure to higher prices and a return to higher backwardation.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com Paula Struk Research Associate Commodity & Energy Strategy paula.struk@bcaresearch.com   Commodities Round-Up Energy: Bullish Natural-gas price volatility in Europe and the EU exploded higher once again, following reports the German government would not certify Nord Stream 2 (NS2) unless and until it complies with German law (Chart 10). The European Commission also is setting conditions for its approval. Lastly, outgoing Chancellor Angela Merkel said further sanctions against Russia were possible if the pipeline was used against Ukrainian interests.6 The EU's TTF natural gas benchmark is up 24% this week alone, on the back of this news, while the UK's benchmark Balancing Point index is up 7%. These higher costs will feed into food costs, given the importance of natural gas to fertilizer markets, accounting for ~ 70% of fertilizer costs.7 Given the higher likelihood of another La Niña in the Northern Hemisphere (90% odds from the US Climate Prediction Center), we expect continued volatility in gas prices. Base Metals: Bullish Steel demand in China has been contracting after the government began tightening the supply of credit to the property sector following the Evergrande debt crisis. Construction makes up approximately one-fourth of total Chinese steel demand. At the same time, supply has been falling as, in addition to government regulation to curb carbon emissions, steel mills have voluntarily cut output due to decreasing margins on the back of soft demand. The fact that Chinese steel prices have been falling since their highs in May this year indicates that demand is dropping faster than supply (Chart 11). Reduced Chinese steel demand is feeding through to demand for iron ore – the main steel input in China – while disruptions in the top two iron ore exporters, Australia and Brazil are easing, increasing the possibility of an oversupplied market. Precious Metals: Bullish Gold ended last Thursday above $1,860/oz for the first time since mid-June after the October CPI data release showed that the US had its biggest inflation surge in nearly 30 years. As long as the Federal Reserve does not turn more hawkish, consecutive months of high CPI prints will mean low real rates well into 2022, which will reduce the opportunity cost of holding gold. The high US twin deficits – which as of Q3 2021 was 17.44% of GDP – support the long-term dollar bearish view our colleagues at BCA's Foreign Exchange Strategy hold. A weak dollar over the next 12-18 months will increase the inflation-hedge appeal of the yellow metal relative to the greenback. Chart 10 Chart 11 GENERIC 1ST MONTH STEEL REBAR FUTURES PRICE LEVEL GOING DOWN GENERIC 1ST MONTH STEEL REBAR FUTURES PRICE LEVEL GOING DOWN   Footnotes 1     We note in passing the Biden administration has been mostly successful in getting massive fiscal and monetary stimulus deployed into the US economy, which has increased household savings and potential spending power dramatically, as our colleagues in BCA's US Investment Strategy noted in their 1 November 2021 report Half-Empty Or Half-Full?: "Massive fiscal transfers and an unprecedented increase in household wealth will support consumption and keep the economy from stagnating." We cannot view higher gasoline prices in the wake of this stimulus and growth as an economic emergency of the sort the SPR is designed to address. Nor can we view the pick-up in mobility – particularly in air travel expected shortly with the re-opening of routes closed due to the pandemic – as a supply-side emergency. 2     It's worthwhile mentioning here that OPEC 2.0 has been returning less than the 400k b/d every month it agreed due to shortfalls in production outside the core group broken out in Table 1. Reduced capex and maintenance is responsible for this. Higher oil prices might allow this group within the coalition to attract additional capex, but, given the uncertain long-term support for such exploration-production-maintenance investment, this will remain a long-term challenge to these producers. Lastly, we continue to expect Iran to return to markets as a bona fide exporter; we expect its production to return to 3.70-3.85mm b/d by 2H22. 3    Please see Nord Stream 2: Germany halts approval of Russian gas link published on November 16, 2021. 4    Please see last month's oil balances and price-forecast report Short-Term Oil-Price Risk Moves To The Downside, published 21 October 2021. 5    Please see our October 14, 2021 report entitled Inflation Surges, Slows, Then Grinds Higher, and last week's report entitled Risk Of Persistent Food-Price Inflation for additional discussion. 6    Please see fn 3 above. 7     Please see fn 5 above.   Investment Views and Themes Strategic Recommendations

Weekly Performance Update For the week ending Thu Nov 11, 2021 The Market Monitor displays the trailing 1-quarter performance of strategies based around the BCA Score. For each region, we construct an equal-weighted, monthly rebalanced portfolio consisting of the top 3 stocks per sector and compare it with the regional benchmark. For each portfolio, we show the weekly performance of individual holdings in the Top Contributors/Detractors table. In addition, the Top Prospects table shows the holdings that currently have the highest BCA Score within the portfolio. For more details, click the region headers below to be redirected to the full historical backtest for the strategy. BCA US Portfolio Image Total Weekly Return BCA US Portfolio S&P500 TRI 0.49% -0.62% Top Contributors   TX:US TNET:US MPLX:US NFG:US DELL:US Weekly Return 21 bps 15 bps 14 bps 13 bps 9 bps Top Detractors   AMN:US MC:US FB:US HE:US GOOG.L:US Weekly Return -12 bps -10 bps -8 bps -7 bps -5 bps Top Prospects   GOOG.L:US MC:US MPLX:US DELL:US TX:US BCA Score 97.33% 97.04% 96.01% 94.91% 94.78% BCA Canada Portfolio Image Total Weekly Return BCA Canada Portfolio S&P/TSX TRI 1.10% 1.13% Top Contributors   RUS:CA CRON:CA ATZ:CA CS:CA DSG:CA Weekly Return 21 bps 17 bps 17 bps 14 bps 12 bps Top Detractors   PXT:CA DIR.UN:CA SMU.UN:CA WPK:CA AND:CA Weekly Return -13 bps -11 bps -11 bps -6 bps -4 bps Top Prospects   TPZ:CA LNF:CA CS:CA PXT:CA TOY:CA BCA Score 99.58% 98.41% 98.01% 96.62% 95.00% BCA UK Portfolio Image Total Weekly Return BCA UK Portfolio FTSE 100 TRI 0.86% 1.54% Top Contributors   AAF:GB TUNE:GB RIO:GB TEP:GB ROSN:GB Weekly Return 60 bps 49 bps 11 bps 11 bps 10 bps Top Detractors   INDV:GB CKN:GB NFC:GB DRX:GB DEC:GB Weekly Return -32 bps -21 bps -17 bps -10 bps -9 bps Top Prospects   VVO:GB FDM:GB WHR:GB INDV:GB SVST:GB BCA Score 98.33% 97.69% 97.50% 97.50% 97.06% BCA Eurozone Portfolio Image Total Weekly Return BCA EMU Portfolio MSCI EMU TRI 0.65% 0.30% Top Contributors   FSKRS:FI MVV1:DE SOL:IT JMT:PT TL5:ES Weekly Return 27 bps 19 bps 14 bps 14 bps 12 bps Top Detractors   DLG:IT KESKOB:FI ARTO:FR FDJ:FR VETO:FR Weekly Return -38 bps -11 bps -10 bps -8 bps -7 bps Top Prospects   094124453:BE MVV1:DE VRLA:FR DVT:FR ROTH:FR BCA Score 99.08% 98.83% 97.97% 96.49% 96.44% BCA Japan Portfolio Image Total Weekly Return BCA Japan Portfolio TOPIX TRI -2.60% -2.01% Top Contributors   4628:JP 9422:JP 4553:JP 8066:JP 9945:JP Weekly Return 5 bps 5 bps 5 bps 2 bps 1 bps Top Detractors   4694:JP 7958:JP 9543:JP 1835:JP 8850:JP Weekly Return -30 bps -24 bps -23 bps -19 bps -15 bps Top Prospects   9639:JP 9436:JP 6960:JP 3738:JP 4553:JP BCA Score 99.96% 99.78% 98.54% 98.11% 98.10% BCA Hong Kong Portfolio Image Total Weekly Return BCA Hong Kong Portfolio Hang Seng TRI -1.76% 0.13% Top Contributors   486:HK 3600:HK 856:HK 369:HK 1883:HK Weekly Return 16 bps 9 bps 9 bps 8 bps 7 bps Top Detractors   6118:HK 746:HK 1816:HK 506:HK 855:HK Weekly Return -59 bps -33 bps -29 bps -18 bps -14 bps Top Prospects   1277:HK 746:HK 1576:HK 1088:HK 486:HK BCA Score 100.00% 99.61% 99.57% 98.55% 98.02% BCA Australia Portfolio Image Total Weekly Return BCA Australia Portfolio S&P/ASX All Ord. TRI 0.79% -0.37% Top Contributors   BLX:AU MHJ:AU GRR:AU CVW:AU ZIM:AU Weekly Return 62 bps 43 bps 26 bps 20 bps 14 bps Top Detractors   PL8:AU RDY:AU SHL:AU MMS:AU RIC:AU Weekly Return -29 bps -25 bps -16 bps -12 bps -11 bps Top Prospects   MHJ:AU PL8:AU RIC:AU ZIM:AU GRR:AU BCA Score 99.50% 99.20% 98.03% 97.91% 97.51%

Highlights We introduce our rotation graphs to assess the evolution of the relative trend and momentum of various assets. US equities remain on firm footing, but their weakening relative momentum suggests that investors may soon begin to rotate away from this market in favor of the Eurozone and EM. Cyclicals continue to dominate defensives, globally and in Europe. European value stocks are experiencing improving momentum, which suggests that a rotation out of growth equities is afoot. While European small-cap equities sport attractive fundamentals, rotational dynamics indicate it is still too early to overweight them aggressively. The energy crisis is a dominant driver of the relative sector performance in Europe and resulted in a massive shift in leadership from industrials to energy. As long as oil and natural gas act as a drag, industrials will lag. Financials are well supported. Swedish stocks have borne the brunt of the energy price spike, while Norwegian equities have been its main beneficiaries. The improvement in momentum of German stocks suggests that their relative underperformance will soon end. Spanish shares look attractive from a tactical perspective. Swiss industrials will need a recovery in EUR/CHF to outperform other European industrials. UK industrials will continue to outperform their continental competitors, while Spanish industrials have a window through which to shine. A rotation into UK financials may soon begin as their momentum improves. The darkest days for German financials are ending, while Spanish, Italian, and Swedish financials may soon witness a wave of underperformance. Spanish consumer discretionary equities are becoming more attractive compared to their European counterparts. While Dutch names continue to outperform other European tech equities, their softening momentum suggests investors are beginning to rotate out of this country. Spanish and German tech names offer an attractive diversification opportunity within the industry. Feature Methodology The combination of excess liquidity, large pools of fast money, elevated valuations across most securities, and the existence of the near-term momentum reversal effect encourage investors to rotate from one asset to the next in the hope of rapid profits. Measures to assess where each market stands in this rotational pattern can be useful for investors to catch these swings. In this optic, we introduce our rotation screener focused on equities. It is a simple tool that looks at whether a sector or a country is strengthening relative to its benchmark and whether this strength is happening at a faster or slower momentum. To measure each dimension, we use proprietary indicators of relative strength and momentum. Once each asset’s relative strength and relative momentum are established, we can position them in quadrants. We follow traditional terminology. The upper right quadrant denotes “Leading” assets, or securities that are outperforming their benchmark with strengthening momentum. The bottom right quadrant denotes “Weakening” assets, or securities that are outperforming their benchmark but with a deteriorating momentum. The bottom left quadrant denotes “Lagging” assets, or securities that are underperforming with decreasing momentum. Finally, the top left quadrant indicates “Improving” assets, or securities that are underperforming but with increasing momentum. Investors should move to overweight assets that are in the Improving quadrants and to underweight assets that are inching toward the “Lagging” from the “Weakening” quadrants. This method is very flexible and can be applied to sectors, countries, styles, and so on, as long as a benchmark is available to generate comparisons. In this report, we will analyze the following from a rotational perspective: global national markets, global cyclicals vs global defensive’s, European cyclicals vs European defensives, European sectors, European national markets, European financials, European consumer discretionaries, and European tech stocks. Global National Markets Chart 1 US equities have moved from the Leading quadrant to the Weakening one as they continue to outperform the global benchmark but with a decelerating momentum (Chart 1). This locates the US market in a risky position that could herald a period of underperformance, especially if global economic surprises accelerate. From a rotational perspective, US stocks could still experience another wave of outperformance over the coming weeks, as momentum has been firming over the past four weeks.   The Euro Area benchmark has fully moved from the Weakening quadrant in August to the Lagging one today. Investors should monitor Europe’s relative momentum closely, because a pick-up from here would push the Eurozone into Improving territory, a warning of an imminent trend change in European relative stock prices. Emerging markets have exited the Lagging zone and moved into the Improving quadrant. The move is far from decisive and remains at risk with Chinese credit growth still decelerating. The recent decline in steel prices in China suggests that construction activity in that economy continues to slow. Thus, as long as Chinese credit flows deteriorate, EM stocks will have trouble moving into the Leading quadrant. Cyclicals Vs Defensives Global defensive equities tried to move into the Leading quadrant at the end of the summer, but, ultimately, they plunged back into Lagging territory as global stocks recovered in October (Chart 2). Meanwhile, global cyclicals moved in the opposite trajectory, shifting from the Lagging quadrant to the Leading one over the past three months. Cyclicals continue to benefit from the general uptrend in the market. Even the recent decline in yields is doing little to boost the performance of defensive equities. The biggest risk to these stocks remains the Chinese economic slowdown. For now, this deterioration has not been large enough to compensate for the general vigour in profits and consumption in advanced economies. However, if inflation worries do not abate, then the Chinese slowdown will become more problematic for global cyclicals as it will raise the spectre of stagflation.  Chart 2 Chart 3 The rotational pattern for European cyclicals vs defensive stocks mimics that of global equities (Chart 3). However, European cyclicals are somewhat softer than their global equivalents, hurt by Europe’s greater exposure to the Chinese business cycle compared to the US’s exposure. European Investment Styles Chart 4 Over the past three months, European investment styles have begun a major shift. Value has moved from the Lagging quadrant to the Improving one, which suggests that flows could push value into the Leading quadrant (Chart 4). Moreover, growth has moved from the Leading quadrant to the weakening one, which created a similar dynamic as the decline in performance of the quality factor. This confirms that the rise in yields is beginning to favour a shift in style from growth to value. Meanwhile, small-cap stocks have tumbled into the Lagging quarter. We do expect attractive returns for European small-cap names over an 18- to 24-month investment horizon. However, we have not moved yet to overweight this sector of the market and rotational patterns confirm it is too early to do so safely. European Sectors Chart 5 Sectors have begun to make some important shifts in European markets (Chart 5). Tech has moved from the Leading quadrant to the weakening one. While the sector continues to outperform, it is doing so with a declining momentum, and it could soon move to the Lagging quadrant. This deteriorating price action must be monitored closely. Consumer discretionary names, which were strong performers that have become increasingly weak, have moved from the Weakening quadrant to the lagging one. However, their momentum is not deteriorating as much as it did nine weeks ago, which suggests a move to the Improving quadrant could soon be in the offing. Financials have greatly enjoyed the uptick in global yields. After a short passage through the Lagging quadrant, they have shifted into the Leading one. This suggests that the winds remain behind this sector, which we continue to overweight. Industrials and energy have become mirror images of one another, highlighting the negative impact on European economic activity and profitability of the recent surge in energy prices. The industrials have moved from the Leading quadrant to the lagging one, as the energy sector experienced the opposite direction of travel. This suggests that industrials will only recover their shine once the energy crisis abates, which will also hurt energy stocks. European National Markets Chart 6 The rotational pattern exhibited by European national markets bears their respective sectoral footprints (Chart 6). The tech-heavy Dutch market has moved from the Leading quadrant to the Weakening one, the industrials-focused Swedish market has fallen into the Lagging quadrant from the Weakening one and the Norwegian market has leapt out of Lagging into Leading territory. Hence, if the rotation out of tech deepens, The Netherlands will tumble directly into the Lagging zone, while an easing in energy prices will force Norway and Sweden to switch places on the back of a rotation out of energy into industrials. Germany is of particular interest. It is a well-diversified market that has become oversold. Moreover, as we wrote in September, its relative performance exhibits a significant discount to relative earnings. From a rotational perspective, Germany is moving to leave the Lagging quadrant; a durable shift into the Improving quadrant will sufficiently assuage traders into buying this market. This process will support our overweight position in German equities. Spain is another market we like on a tactical basis. Over the course of the past three months, it moved out of Lagging territory into the Improving zone. This price action supports our thesis that the large country-discount embedded across Spanish equity sectors is excessive and should soon dissipate. The main risk to this view would be another down leg in bond yields, which would hurt financials—a major weight in this market. Italy, too, is in the process of executing a full rotation, having exited the Weakening quadrant and moved into the Lagging one. Italian stocks have tried to punch their way into the Improving zone but have failed to do so. They will require higher yields to move out into the Improving zone durably because of the heavy financials weighting of Italian stocks. European Industrials Chart 7 Within European industrials, a rotational pattern is also evident (Chart 7). Swiss industrials have moved out of the Leading quadrant into the Lagging one as the Swiss franc continues to appreciate against the euro. The rising CHF imparts deflationary pressures into Switzerland and the SNB continues to build up its reserves. As a result, EUR/CHF will appreciate once EUR/USD finds a firmer footing. Thus, while it is too early to overweight Swiss industrials relative to those of the Eurozone, their oversold nature suggests that a rotation in favour of Swiss manufacturing businesses will soon take place. At the current juncture, Spanish industrials look appealing. They have moved out of the Lagging quadrant into the Improving one as the momentum of their relative performance improves. Additionally, they are close to moving into the leading territory. This picture is consistent with a narrowing of the discount embedded in all Spanish sectors since the pandemic broke out. Swedish industrials are also trying to exit the Lagging territory; their elevated RoE, and heavy sensitivity to the DM capex cycle indicate that they should move into the Leading quadrant in the coming weeks. UK industrials have remained in the Leading zone for the past three months, but their relative momentum is softening, which risks them being placed in the Weakening zone. The recent deterioration in GBP/EUR could provide a breath of fresh air, as it will improve the competitiveness of UK industrials compared to continental firms. Even then, for now, rotational dynamics do not flag an imminent problem for UK industrials. European Financials Chart 8 The clearest rotational pattern within European financials may be found in Sweden and the UK (Chart 8). Over the past three months, Swedish financials have fallen out of the Leading quadrant into the Weakening one, and they are inching closer toward the Lagging zone. This suggests that they could soon begin to underperform. Meanwhile, UK financials offer a mirror image as they exited the Lagging quadrant and moved into the improving one. They have yet to enter Leading territory, but seem close to doing so. The pessimism toward the UK is overdone right now. BCA’s Global Fixed-Income Strategy team expects the UK yield curve to steepen anew. UK financials would be prime beneficiaries of this dynamic. Italian and Spanish financials are also exhibiting some concerning moves lately. Both were in the Leading quadrant, but they have since shifted to the lagging one as peripheral spreads widened. Meanwhile, money seems to be moving into German financials, which have advanced from the Lagging quadrant to the Improving quadrant. While they are not as close to the Leading quadrant as their UK competitors, this shift warrants monitoring. European Consumer Discretionary Chart 9 Within the consumer discretionary space, most European countries have remained in their quadrant (Chart 9). Nonetheless, Spanish CD stocks have moved out of the Lagging zone into the Leading quadrant, while their Italian counterparts have recently entered the Weakening quadrant where they have joined French CDs. While both these countries’ consumer discretionary firms are witnessing weakening momentum, they remain in an upward trend against their European competitors. It is therefore too early to sell these countries within this industry. German Consumer discretionary equities are still in the Lagging quadrant, but they are trying to move into the Improving one, where UK CD names have remained for the past three months. European Tech Chart 10 The European tech sector is very much a story about The Netherlands versus the rest, due to the large size of the Dutch tech sector (Chart 10). For now, rotational patterns remain in favour of Dutch names; they have exited the Leading quadrant, but, while their momentum is weakening somewhat, they remain in a pronounced relative uptrend. A few small markets offer some promise. Over the past three months, both Spanish and German tech names have shifted from the Lagging quadrant into the Improving one. Their elevated momentum measures suggest that a shift into the Leading quadrant is imminent. As such, investors should consider switching some of their tech holdings into these two countries to diversify away from the Dutch behemoth.   Mathieu Savary, Chief European Strategist Mathieu@bcaresearch.com

Weekly Performance Update For the week ending Thu Oct 28, 2021 The Market Monitor displays the trailing 1-quarter performance of strategies based around the BCA Score. For each region, we construct an equal-weighted, monthly rebalanced portfolio consisting of the top 3 stocks per sector and compare it with the regional benchmark. For each portfolio, we show the weekly performance of individual holdings in the Top Contributors/Detractors table. In addition, the Top Prospects table shows the holdings that currently have the highest BCA Score within the portfolio. For more details, click the region headers below to be redirected to the full historical backtest for the strategy. BCA US Portfolio Image Total Weekly Return BCA US Portfolio S&P500 TRI 0.30% 1.03% Top Contributors   SIM:US SHW:US WMG:US PSA:US GOOG.L:US Weekly Return 50 bps 15 bps 10 bps 9 bps 9 bps Top Detractors   GRMN:US LAMR:US TTC:US MMP:US ESGR:US Weekly Return -36 bps -16 bps -15 bps -13 bps -12 bps Top Prospects   GOOG.L:US AMN:US MPLX:US SC:US ESGR:US BCA Score 97.20% 94.53% 94.00% 92.50% 92.09% BCA Canada Portfolio Image Total Weekly Return BCA Canada Portfolio S&P/TSX TRI -0.33% -0.00% Top Contributors   IMO:CA LNF:CA BTE:CA IGM:CA TOU:CA Weekly Return 19 bps 13 bps 8 bps 8 bps 8 bps Top Detractors   CS:CA IFP:CA NVEI:CA ONEX:CA CSH.UN:CA Weekly Return -30 bps -19 bps -11 bps -11 bps -8 bps Top Prospects   ELF:CA CS:CA WIR.UN:CA IMO:CA TOU:CA BCA Score 98.70% 98.07% 96.62% 96.03% 95.74% BCA UK Portfolio Image Total Weekly Return BCA UK Portfolio FTSE 100 TRI 0.45% 0.84% Top Contributors   SVT:GB UU.:GB NG.:GB FXPO:GB SGRO:GB Weekly Return 14 bps 13 bps 13 bps 12 bps 10 bps Top Detractors   KETL:GB PZC:GB OXB:GB TUNE:GB CTH:GB Weekly Return -21 bps -13 bps -13 bps -7 bps -7 bps Top Prospects   ROSN:GB VVO:GB JHD:GB SVST:GB FDM:GB BCA Score 98.72% 98.38% 98.09% 98.01% 97.52% BCA Eurozone Portfolio Image Total Weekly Return BCA EMU Portfolio MSCI EMU TRI 1.25% 1.51% Top Contributors   BSL:DE OR:FR HLAG:DE ARG:FR BREB:BE Weekly Return 34 bps 20 bps 14 bps 14 bps 14 bps Top Detractors   SRT:DE RWAY:IT DLG:IT TTE:FR STR:AT Weekly Return -22 bps -10 bps -7 bps -7 bps -6 bps Top Prospects   094124453:BE ROTH:FR STR:AT SOL:IT FSKRS:FI BCA Score 99.51% 99.44% 97.48% 96.61% 95.31% BCA Japan Portfolio Image Total Weekly Return BCA Japan Portfolio TOPIX TRI -0.92% -0.06% Top Contributors   8739:JP 2208:JP 4298:JP 1417:JP 4928:JP Weekly Return 11 bps 9 bps 8 bps 4 bps 3 bps Top Detractors   5019:JP 9436:JP 9509:JP 5930:JP 9729:JP Weekly Return -18 bps -13 bps -11 bps -9 bps -8 bps Top Prospects   9436:JP 6960:JP 9422:JP 9882:JP 9729:JP BCA Score 99.91% 99.33% 99.22% 99.07% 97.26% BCA Hong Kong Portfolio Image Total Weekly Return BCA Hong Kong Portfolio Hang Seng TRI -0.10% -1.77% Top Contributors   746:HK 973:HK 1967:HK 1708:HK 6868:HK Weekly Return 60 bps 35 bps 29 bps 20 bps 15 bps Top Detractors   6118:HK 323:HK 1088:HK 1866:HK 857:HK Weekly Return -39 bps -39 bps -31 bps -28 bps -26 bps Top Prospects   1277:HK 1088:HK 857:HK 1576:HK 6118:HK BCA Score 100.00% 99.36% 98.96% 98.71% 97.42% BCA Australia Portfolio Image Total Weekly Return BCA Australia Portfolio S&P/ASX All Ord. TRI 0.08% 0.15% Top Contributors   CDD:AU 360:AU CGS:AU PWH:AU TLS:AU Weekly Return 60 bps 50 bps 21 bps 18 bps 14 bps Top Detractors   CDA:AU BLX:AU NHC:AU AUB:AU CAJ:AU Weekly Return -59 bps -26 bps -23 bps -18 bps -12 bps Top Prospects   MHJ:AU BLX:AU ADI:AU MMS:AU PL8:AU BCA Score 99.61% 98.62% 98.34% 97.98% 97.92%

Weekly Performance Update For the week ending Thu Oct 21, 2021 The Market Monitor displays the trailing 1-quarter performance of strategies based around the BCA Score. For each region, we construct an equal-weighted, monthly rebalanced portfolio consisting of the top 3 stocks per sector and compare it with the regional benchmark. For each portfolio, we show the weekly performance of individual holdings in the Top Contributors/Detractors table. In addition, the Top Prospects table shows the holdings that currently have the highest BCA Score within the portfolio. For more details, click the region headers below to be redirected to the full historical backtest for the strategy. BCA US Portfolio Image Total Weekly Return BCA US Portfolio S&P500 TRI 0.81% 2.52% Top Contributors   MMP:US TGT:US SHW:US WAT:US GRMN:US Weekly Return 22 bps 16 bps 15 bps 13 bps 13 bps Top Detractors   SIM:US KOF:US AMN:US PM:US MBT:US Weekly Return -20 bps -9 bps -9 bps -7 bps -6 bps Top Prospects   AMN:US GOOG.L:US KOF:US WAT:US MPLX:US BCA Score 95.32% 92.78% 92.55% 91.15% 90.42% BCA Canada Portfolio Image Total Weekly Return BCA Canada Portfolio S&P/TSX TRI 1.52% 1.89% Top Contributors   STN:CA ONEX:CA BTE:CA SMU.UN:CA ATZ:CA Weekly Return 32 bps 24 bps 20 bps 16 bps 14 bps Top Detractors   IFP:CA TOU:CA TOY:CA EMP.A:CA H:CA Weekly Return -19 bps -12 bps -8 bps -8 bps -5 bps Top Prospects   ELF:CA WIR.UN:CA TOU:CA IMO:CA TOY:CA BCA Score 97.98% 96.59% 96.56% 94.60% 93.58% BCA UK Portfolio Image Total Weekly Return BCA UK Portfolio FTSE 100 TRI 0.88% -0.22% Top Contributors   DEC:GB YOU:GB NLMK:GB N91:GB VVO:GB Weekly Return 19 bps 16 bps 15 bps 14 bps 14 bps Top Detractors   KETL:GB FXPO:GB BVIC:GB STEM:GB MGNS:GB Weekly Return -20 bps -11 bps -10 bps -7 bps -6 bps Top Prospects   VVO:GB ROSN:GB SVST:GB TUNE:GB JHD:GB BCA Score 99.54% 99.09% 98.39% 96.40% 96.39% BCA Eurozone Portfolio Image Total Weekly Return BCA EMU Portfolio MSCI EMU TRI 0.78% 0.52% Top Contributors   TTALO:FI SOF:BE BSL:DE SHUR:BE PMAG:AT Weekly Return 15 bps 12 bps 11 bps 11 bps 10 bps Top Detractors   ERF:FR SES:IT SOL:IT ARG:FR FSKRS:FI Weekly Return -16 bps -8 bps -5 bps -4 bps -4 bps Top Prospects   ROTH:FR HLAG:DE FSKRS:FI STR:AT SOL:IT BCA Score 98.71% 98.00% 97.79% 96.11% 95.97% BCA Japan Portfolio Image Total Weekly Return BCA Japan Portfolio TOPIX TRI 0.69% 0.70% Top Contributors   8097:JP 4958:JP 8739:JP 6676:JP 9436:JP Weekly Return 15 bps 15 bps 12 bps 7 bps 7 bps Top Detractors   3003:JP 2208:JP 9532:JP 8133:JP 9543:JP Weekly Return -11 bps -10 bps -4 bps -3 bps -3 bps Top Prospects   6960:JP 9436:JP 9882:JP 9422:JP 4544:JP BCA Score 99.41% 99.39% 99.23% 98.77% 97.35% BCA Hong Kong Portfolio Image Total Weekly Return BCA Hong Kong Portfolio Hang Seng TRI -0.14% 4.23% Top Contributors   316:HK 3306:HK 2768:HK 1600:HK 323:HK Weekly Return 30 bps 19 bps 10 bps 9 bps 9 bps Top Detractors   6118:HK 1708:HK 1277:HK 1967:HK 1866:HK Weekly Return -67 bps -25 bps -13 bps -12 bps -8 bps Top Prospects   1277:HK 746:HK 857:HK 1088:HK 43:HK BCA Score 100.00% 99.66% 98.36% 97.78% 97.05% BCA Australia Portfolio Image Total Weekly Return BCA Australia Portfolio S&P/ASX All Ord. TRI 0.76% 1.43% Top Contributors   SXY:AU PWH:AU MHJ:AU AVN:AU ZIM:AU Weekly Return 52 bps 21 bps 18 bps 18 bps 18 bps Top Detractors   CGS:AU NHC:AU ABB:AU ERA:AU MMS:AU Weekly Return -27 bps -26 bps -13 bps -13 bps -11 bps Top Prospects   MHJ:AU RIC:AU BLX:AU ADI:AU CDD:AU BCA Score 99.51% 98.87% 98.07% 97.81% 97.71%

Highlights In our latest balances and forecast estimates, we are lifting our expectation for 4Q21 Brent prices to $81/bbl, and our forecasts for 2022 and 2023 to $80.00/bbl and $81.00/bbl, up $5/bbl and $1/bbl, respectively. Our revised balances reflect deeper physical deficits in the EIA's latest historical data, and higher short-term demand consistent with IEA's expected increase of 500k b/d. This largely is a knock-on effect of tight coal markets in Asia and globally tight natural gas markets. Over-compliance with production-cutting goals likely will force higher oil output from GCC producers to offset declining output from OPEC 2.0 states outside the Gulf. We expect output in the Lower 48 states of the US, which consists mostly of shale-oil production, to average 9.5mm b/d in 2022 and 10mm b/d in 2023, versus 2021 production levels of 9.0mm b/d. The odds of oil prices exceeding $100/bbl by the end of 1Q22 are 12.05%, based on price distributions embedded in market-cleared crude-oil options prices (Chart of the Week).1 At the margin, downside risk is increasing going into winter, due to slower economic growth brought on by tight coal and gas markets globally. Feature The short-term evolution of energy markets globally remains highly uncertain, mostly because it depends so much on the evolution of the Northern Hemisphere winter; policy actions to address tight coal and natural gas markets in Asia and Europe, and OPEC 2.0's reading of short- and medium-term demand. We are lifting our 4Q21 Brent price forecast to $81/bbl from $70.50/bbl, to reflect a marginal increase of 500k b/d in oil demand resulting from the knock-on effects of tighter coal and gas markets in Asia and Europe.2 For all of 2021, we are raising our expected global oil demand to 97.5mm b/d from 97.3mm b/d. Chart of the WeekProbability Of $100/bbl Remains Low Short-Term Oil-Price Risk Moves To The Downside Short-Term Oil-Price Risk Moves To The Downside For 2022 and 2023, we expect slightly higher oil demand – 102mmb/d and 103.3mm b/d, respectively, most of which will come from DM economies at the margin (Chart 2). This lifts our Brent forecasts for next year to $80.00/bbl, and to $81/bbl in 2023 (Chart 3). We expect WTI to trade $2-$3/bbl below Brent. Chart 2Short-Term DM Demand Increases At The Margin Short-Term DM Demand Increases At The Margin Short-Term DM Demand Increases At The Margin Chart 3Brent Forecast Lifted Slightly Brent Forecast Lifted Slightly Brent Forecast Lifted Slightly The uncertainty around our price forecast remains elevated, given the knock-on effects of additional slowing of economic growth in Asia due to lower hydro power output because of drought, and tighter coal and gas markets, as inventories continue to be restocked ahead of the Northern Hemisphere winter.3 Tighter coal and natural gas markets in China and Europe already have led to shutdowns in industrial output particularly in China's and Europe's base metals markets. Countering this bearish impulse is our expectation the roll-out of mRNA-based COVID-19 vaccines will pick up momentum, as joint ventures with the developers of these technologies increase global distribution over the next couple of years.4 Oil Supply Side Remains Well Managed OPEC 2.0 – led by Saudi Arabia and Russia – has consistently managed the level of its production to keep it just below the level of demand for its crude. Producers outside this coalition – the price-taking cohort, in our phraseology – has been managing its output to maintain profitability, which means investor interests are paramount. Both have been responsive to actual demand. Neither is calibrating output to match expected demand. From the EIA’s most recent historical estimates of realized supply and demand, it appears production from both OPEC 2.0 and the price-taking cohort was underestimated in 2H21, or the data-gathering-and-reporting agencies undercounted barrels (Chart 4). This can be seen in the larger physical deficits – i.e., demand in excess of supply – relative to last month's historical estimates, and in the sharply lower OECD inventories (Chart 5). In this month’s modeling, we tweaked OPEC 2.0 supply estimates to reflect the recent high compliance rate of the OPEC 2.0 coalition. According to Reuters, low oil investment in suppliers – chiefly Nigeria, Angola and Kazakhstan – was the primary reason the coalition has been unable to bring all of its agreed-to additional monthly supply increase of 400k b/d to the market.5 This undersupply is expected to continue until the end of 2021 in our models. Chart 4Higher 2H21 Physical Deficits Reported Higher 2H21 Physical Deficits Reported Higher 2H21 Physical Deficits Reported Chart 5OECD Inventories Remain Key OPEC 2.0 Metric OECD Inventories Remain Key OPEC 2.0 Metric OECD Inventories Remain Key OPEC 2.0 Metric We also modified our forecasts for Iranian production to reflect our Geopolitical Strategy colleagues’ belief that a deal between the US and Iran is likely.6 We project Iranian oil supply will reach 2.9 mmb/d by end of Q1 2022, and 3.7 mmb/d by the end of 2022.  OPEC's most recent monthly supply-demand estimates caution higher electricity prices due to the coal and natgas shortages in Asia and Europe could lead to lower demand over the winter months. This already is apparent in China and Europe, where heavy electricity users – steel mills and zinc smelters, e.g., – are being forced to shut down production as electricity is rationed. Should this persist – and result in lower oil demand – OPEC 2.0 output could contract. However, with inventories drawing sharply in the OECD, we expect the producer coalition will err on the side of higher output if Brent prices surge to $90/bbl or more this winter. OPEC 2.0 member states do not gain any long-term advantage from higher oil prices when demand globally is contracting and EM economies – the growth engine of global oil markets – are still trying to recover from the COVID-19 pandemic. The price-taking cohort – exemplified by the US shale-oil producers – cannot ramp production quickly enough to fill a physical supply deficit over the course of the winter. We estimate it takes ~ 8 months to assemble rigs and crews, drill pads in the shales, and hook gathering lines up to main lines to move oil to refining centers. Given the level of prices and the shape of the forward curve, we expect US production in the Lower 48 states, which is mostly accounted for by shale-oil production, to average 9.5mm b/d in 2022 and 9.9mm b/d in 2023 (Chart 6). While production in the Permian basin continues to rise, it will not grow quickly enough to address a tightening in global oil markets in the short run (Chart 7). Chart 6Higher US Shale Output Expected Higher US Shale Output Expected Higher US Shale Output Expected Chart 7US Shales Cannot Cover Deficit Short-Term Oil-Price Risk Moves To The Downside Short-Term Oil-Price Risk Moves To The Downside Investment Implications The evolution of global energy markets remains highly uncertain. Markets likely will not be able to form solid expectations until after the New Year begins, owing to weather uncertainty. There are reports already that winter has started early in northern China, but this does not necessarily presage colder-than-normal weather globally for the entire winter.7 We expect markets to remain balanced and for OPEC 2.0 in particular to manage its output in line with actual demand (Table 1). Our intellectual framework for assessing OPEC 2.0's production strategy is grounded in the view the coalition does not want to see oil prices much higher than current levels, given the fragility of the global economic recovery, particularly in EM economies. Table 1BCA Global Oil Supply - Demand Balances (MMb/d, Base Case Balances) To Dec23 Short-Term Oil-Price Risk Moves To The Downside Short-Term Oil-Price Risk Moves To The Downside We remain long commodity index exposure going into winter, in the expectation colder-than-normal weather will keep energy prices well bid, and oil and natural gas forward curves backwardated. We continue to monitor weather expectations   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com   Commodities Round-Up Energy: Bullish The EIA expects US households using natural gas will pay just under $750 to heat their homes on average this winter, a 30% increase over last year's level. This is the result of higher prices vs last year, and higher consumption estimates by the EIA, given its weather expectation. This past week, the US Climate Prediction Center raised the odds of a second La Niña to 87%, from it earlier 70-80% expectation. This raises the likelihood of a colder-than-normal winter in the Northern Hemisphere. US natural gas inventories are expected to end the April-October injection season at 3.6 TCF, in the EIA's latest estimate, which will put stocks ~ 5% below the 2016-2020 five-year average. US LNG exports are expected to average 10.7 BCF/d over the Oct21-Mar22 period, which would be a record. Higher prices in Asia and Europe due to stronger demand are pulling US natgas prices higher via exports (Chart 8). Base Metals: Bullish Spot copper traded in excess of $1,100/MT over 3-month forward LME futures this week, as traders globally scramble for product ahead of possible power rationing at copper-refining facilities in China this winter.8 Prices abruptly fell more than 7% from there, following a press report the Chinese government would directly intervene in coal markets to lower prices. Coal and natural gas shortages going into the winter are forcing smelters to shut production in China and Europe. Separately, China reportedly ordered 70% (35/50) of its magnesium smelters to close until year-end, to conserve fuel. Magnesium is critical to producing aluminum sheet and billets. The knock-on effects from lower aluminum supplies could be especially harsh for automobile manufacturers, which have been increasing their use of aluminum. Precious Metals: Bullish Gold was unable to hold last week’s gains as US Treasury yields and the dollar rallied towards the end of the week. The expected normalization of the US Fed’s monetary policy will be bullish for the USD and will push treasury yields higher, which will act as headwinds to gold. We continue to expect a weaker dollar, in line with the view of our colleagues at BCA’s Foreign Exchange Strategy (Chart 9). Chart 8 Short-Term Oil-Price Risk Moves To The Downside Short-Term Oil-Price Risk Moves To The Downside Chart 9Gold Prices Going Down Along With USD Gold Prices Going Down Along With USD Gold Prices Going Down Along With USD     Footnotes 1     Please see Appendix II beginning on p. 22 in Ryan, Bob and Tancred Lidderdale (2009), "Energy Price Volatility and Forecast Uncertainty," Short-Term Energy Outlook Supplement, US EIA. 2     The 500k b/d estimate is consistent with the IEA's October 2021 Oil Market Report. We are loading most of the 500k b/d increase in demand on OECD consumption, given its dual-fired oil and gas generation capacity. Please see Inflation Surges, Slows, Then Grinds Higher and La Niña And The Energy Transition, for additional discussion. 3    The US Climate Prediction Center raised the odds of a La Niña winter in the Northern Hemisphere persisting from Dec21 – Feb22 to 87% this week. While this increases the odds of a colder-than-normal winter in the hemisphere it is not absolutely certain. That said, prudence will push governments and firms to fill inventories and increase coal and gas production ahead of winter. 4    Please see Upside Price Risk Rises For Crude, published on September 16, 2021 for discussion of the global mRNA vaccine rollout. 5    Please see As OPEC reopens the taps, African giants losing race to pump more, published by Reuters on September 27, 2021; Please also refer to OPEC+ struggles to pump more oil to meet rising demand, published by Reuters on September 21, 2021. 6    Please see Third Quarter Outlook 2021: The Pivot To Asia Runs Through Iran, published by BCA’s Geopolitical Strategy on June 25, 2021. 7     Please see Early start to China's winter heating season bullish for gas, coal demand published by S&P Global Platts on October 19, 2021. 8    Please see LME 0-3 Copper Backwardation Surged to above $1,000/mt on Oct 19 published by metal.com on October 20, 2021.   Investment Views and Themes Strategic Recommendations