Commodities & Energy Sector

Listen to a short summary of this report.     Executive Summary Back From The Future: An Investor’s Almanac Dispatches From The Future: From Goldilocks To President DeSantis Dispatches From The Future: From Goldilocks To President DeSantis Stocks will rally over the next six months as recession risks abate but then begin to swoon as it becomes clear the Fed will not cut rates in 2023. A second wave of inflation will begin in mid-2023, forcing the Fed to raise rates to 5%. The 10-year US Treasury yield will rise above 4%. While financial conditions are currently not tight enough to induce a recession, they will be by the end of next year. In the past, the US unemployment rate has gone through a 20-to-22 month bottoming phase. This suggests that a recession will start in early 2024. The US dollar will soften over the next six months but then get a second wind as the Fed is forced to turn hawkish again. Over the long haul, the dollar will weaken, reflecting today’s extremely stretched valuations.   Bottom Line: Investors should remain tactically overweight global equities but look to turn defensive early next year. Somewhere in Hilbert Space I have long believed that anything that can possibly happen in financial markets (as well as in life) will happen. Sometimes, however, it is useful to focus on a “base case” or “modal” outcome of what the world will look like. In this week’s report, we do just that, describing the evolution of the global economy from the perspective of someone who has already seen the future unfold. September 2022 – Goldilocks! US headline inflation continues to decline thanks to lower food and gasoline prices (Chart 1). Supply-chain bottlenecks ease, as evidenced by falling transportation costs and faster delivery times (Chart 2). Most measures of economic activity bottom out and then begin to rebound. The surge in bond yields earlier in 2022 pushed down aggregate demand, but with yields having temporarily stabilized, demand growth returns to trend. The S&P 500 moves up to 4,400. Chart 1ALower Food And Gasoline Prices Will Drag Down Headline Inflation (I) Lower Food And Gasoline Prices Will Drag Down Headline Inflation (I) Lower Food And Gasoline Prices Will Drag Down Headline Inflation (I) Chart 1BLower Food And Gasoline Prices Will Drag Down Headline Inflation (II) Lower Food And Gasoline Prices Will Drag Down Headline Inflation (II) Lower Food And Gasoline Prices Will Drag Down Headline Inflation (II)   October 2022 – Europe’s Prospects of Avoiding a Deep Freeze Improve: Economic shocks are most damaging when they come out of the blue. With about half a year to prepare for a cut-off of Russian gas, the EU responds with uncharacteristic haste: Coal-fired electricity production ramps up; the planned closure of Germany’s nuclear power plants is postponed; the French government boosts nuclear capacity, which had been running at less than 50% earlier in 2022; and, for its part, the Dutch government agrees to raise output from the massive Groningen natural gas field after the EU commits to establishing a fund to compensate the surrounding community for any damage from increased seismic activity. EUR/USD rallies to 1.06.  November 2022 – Divided Congress and Trump 2.0: In line with pre-election polling, the Democrats retain the Senate but lose the House (Chart 3). Markets largely ignore the outcome. To no one’s surprise, Donald Trump announces his candidacy for the 2024 election. Over the following months, however, the former president has trouble rekindling the magic of his 2016 bid. His attacks on his main rival, Florida governor Ron DeSantis, fall flat. At one rally in early 2023, Trump’s claim that “Ron is no better than Jeb” is greeted with boos. Chart 2Supply-Chain Pressures Are Easing Supply-Chain Pressures Are Easing Supply-Chain Pressures Are Easing Chart 3Democrats Will Lose The House But Retain The Senate Dispatches From The Future: From Goldilocks To President DeSantis Dispatches From The Future: From Goldilocks To President DeSantis   December 2022 – China’s “At Least One Child Policy”: The 20th Party Congress takes place against the backdrop of strict Covid restrictions and a flailing housing market. In addition to reaffirming his Common Prosperity Initiative, President Xi stresses the need for actions that promote “family formation.” The number of births declined by nearly 30% between 2019 and 2021 and all indications suggest that the birth rate fell further in 2022 (Chart 4). Importantly for investors, Xi says that housing policy should focus not on boosting demand but increasing supply, even if this comes at the expense of lower property prices down the road. Base metal prices rally on the news. Chart 4China's Baby Bust China's Baby Bust China's Baby Bust January 2023 – Putin Declares Victory: Faced with continued resistance by Ukrainian forces – which now have wider access to advanced western military technology – Putin declares that Russia’s objectives in Ukraine have been met. Following the playbook in Crimea and the Donbass, he orders referenda to be held in Zaporizhia, Kherson, and parts of Kharkiv, asking the local populations if they wish to join Russia. The legitimacy of the referenda is immediately rejected by the Ukrainian government and the EU. Nevertheless, the Russian military advance halts. While the West pledges to maintain sanctions against Russia, the geopolitical risk premium in oil prices decreases. February 2023 – Credit Spreads Narrow Further: At the worst point for credit in early July 2022, US high-yield spreads were pricing in a default rate of 8.1% over the following 12 months (Chart 5). By late August, the expected default rate has fallen to 5.2%, and by January 2023, it has dropped to 4.5%. Perceived default risks decline even more in Europe, where the economy is on the cusp of a V-shaped recovery following the prior year’s energy crunch. Chart 5The Spread-Implied Default Rate Has Room To Fall If Recession Fears Abate The Spread-Implied Default Rate Has Room To Fall If Recession Fears Abate The Spread-Implied Default Rate Has Room To Fall If Recession Fears Abate March 2023 – Wages: The New Core CPI? US inflation continues to drop, but a heated debate erupts over whether this merely reflects the unwinding of various pandemic-related dislocations or whether it marks true progress in cooling down the economy. Those who argue that higher interest rates are cooling demand point to the decline in job openings. Skeptics retort that the drop in job openings has been matched by rising employment (Chart 6). To the extent that firms have been converting openings into new jobs, the skeptics conclude that labor demand has not declined. In a series of comments, Jay Powell stresses the need to focus on wage growth as a key barometer of underlying inflationary pressures. Given that wage growth remains elevated, market participants regard this as a hawkish signal (Chart 7). The 10-year Treasury yield rises to 3.2%. The DXY index, having swooned from over 108 in July 2022 to just under 100 in February 2023, moves back to 102. After hitting a 52-week high of 4,689 the prior month, the S&P 500 drops back below 4,500. Chart 6Drop In Job Openings Is Matched By Rise In Employment Drop In Job Openings Is Matched By Rise In Employment Drop In Job Openings Is Matched By Rise In Employment Chart 7Wage Growth Remains Strong Wage Growth Remains Strong Wage Growth Remains Strong   April 2023 – Covid Erupts Across China: After successfully holding back Covid for over three years, the dam breaks. When lockdowns fail to suppress the outbreak, the government shifts to a mitigation strategy, requiring all elderly and unvaccinated people to isolate at home. It helps that China’s new mRNA vaccines, launched in late 2022, prove to be successful. By early 2023, China also has sufficient supplies of Pfizer’s Paxlovid anti-viral drug. Nevertheless, the outbreak in China temporarily leads to renewed supply-chain bottlenecks. May 2023 – Biden Confirms He Will Stand for Re-Election: Saying he is “fit as a fiddle,” President Biden confirms that he will seek a second term in office. Little does he know that the US will be in a recession during most of his re-election campaign. Chart 8Consumer Confidence And Real Wages Tend To Move Together Consumer Confidence And Real Wages Tend To Move Together Consumer Confidence And Real Wages Tend To Move Together June 2023 – Inflation: The Second Wave Begins: The decline in inflation between mid-2022 and mid-2023 sows the seeds of its own demise. As prices at the pump and in the grocery store decline, real wage growth turns positive. Consumer confidence recovers (Chart 8). Household spending, which never weakened that much to begin with, surges. The economy starts to overheat again, leading to higher inflation. After having paused raising rates at 3.5% in early 2023, the Fed indicates that further hikes may be necessary. The DXY index strengthens to 104. The S&P 500 dips to 4,300. July 2023 – Tech Stock Malaise: Higher bond yields weigh on tech stocks. Making matters worse, investors start to worry that many of the most popular US tech names have gone “ex-growth.” The evolution of tech companies often follows three stages. In the first stage, when the founders are in charge, the company grows fast thanks to the introduction of new, highly innovative products or services. In the second stage, as the tech company matures, the founders often cede control to professional managers. Company profits continue to grow quickly, but less because of innovation and more because the professional managers are able to squeeze money from the firm’s customers. In the third stage, with all the low-lying fruits already picked, the company succumbs to bureaucratic inertia. As 2023 wears on, it becomes apparent that many US tech titans are entering this third stage. August 2023 – Long-term Inflation Expectations Move Up: Unlike in 2021-22, when long-term inflation expectations remained well anchored in the face of rising realized inflation, the second inflation wave in 2023 is accompanied by a clear rise in long-term inflation expectations. Consumer expectations of inflation 5-to-10 years out in the University of Michigan survey jump to 3.5%. Whereas back in August 2022, the OIS curve was discounting 100 basis points of Fed easing starting in early 2023, it now discounts rate hikes over the remainder of 2023 (Chart 9). The 10-year yield rises to 3.8%. The 10-year TIPS yield spikes to 1.2%, as investors price in a higher real terminal rate. The S&P 500 drops to 4,200. The financial press is awash with comparisons to the early 1980s (Chart 10). Chart 9The Markets Expect The Fed To Cut Rates By Over 100 Basis Points Starting In 2023 The Markets Expect The Fed To Cut Rates By Over 100 Basis Points Starting In 2023 The Markets Expect The Fed To Cut Rates By Over 100 Basis Points Starting In 2023 Chart 10The Early-1980s Playbook The Early-1980s Playbook The Early-1980s Playbook October 2023 – Hawks in Charge: After a second round of tightening, featuring three successive 50 basis-point hikes, the Fed funds rate reaches a cycle peak of 5%. The 10-year Treasury yield gets up to as high as 4.28%. The 10-year TIPS yield hits 1.62%. The DXY index rises to 106. The S&P 500 falls to 4,050. November 2023 – Housing Stumbles: With mortgage yields back above 6%, the US housing market weakens anew. The fallout from rising global bond yields is far worse in some smaller developed economies such as Canada, Australia, and New Zealand, where home price valuations are more stretched (Chart 11). Chart 11Rising Rates Will Weigh On Developed Economies With Pricey Housing Markets Rising Rates Will Weigh On Developed Economies With Pricey Housing Markets Rising Rates Will Weigh On Developed Economies With Pricey Housing Markets January 2024 – Unemployment Starts to Rise: After moving sideways since March 2022, the US unemployment rate suddenly jumps 0.2 percentage points to 3.6%, with payrolls contracting for the first time since the start of the pandemic. The 22-month stretch of a flat unemployment rate is broadly in line with the historic average (Table 1). Table 1In Past Cycles, The Unemployment Rate Has Moved Sideways For Nearly Two Years Before A Recession Began Dispatches From The Future: From Goldilocks To President DeSantis Dispatches From The Future: From Goldilocks To President DeSantis February 2024 – The US Recession Begins: Although there was considerable debate about whether the US was entering a recession at the time, in early 2025, the NBER would end up declaring that February 2024 marked the start of the recession. The 10-year yield falls back below 4% while the S&P 500 drops to 3,700. Lower bond yields are no longer protecting stocks.  March 2024 – The Fed Remains in Neutral: Jay Powell says further rate hikes are unwarranted in light of the weakening economy, but with core inflation still running at 3.5%, the Fed is in no position to ease. April 2024 – The Global Recession Intensifies: The US unemployment rate rises to 4.7%. The economic downdraft is especially sharp in America’s neighbor to the north, where the Canadian housing market is in shambles. Back in June 2022, the Canadian 10-year yield was 21 basis points above the US yield. By April 2024, it is 45 basis points below. Europe and Japan also fall into recession. Commodity prices continue to drop, with Brent oil hitting $60/bbl. May 2024 – The Fed Cuts Rates: Reversing its position from just two months earlier, the Federal Reserve cuts rates for the first time since March 2020, lowering the Fed funds rate from 5% to 4.5%. The Fed funds rate will ultimately bottom at 2.5%, below the range of 3.5%-to-4% that most economists will eventually recognize as neutral. August 2024 – Republican National Convention: Unwilling to spend much of his own money on the campaign, and with most donations flowing to DeSantis, Trump’s bid to reclaim the White House fizzles. While the former president never formally bows out of the race, the last few months of his primary campaign end up being a nostalgia tour of his past accomplishments, interspersed with complaints about all the ways that he has been wronged. In the end, though, Trump makes a lasting imprint on the Republican party. During his acceptance speech, in typical Trumpian style, Ron DeSantis attacks Joe Biden for “eating ice cream while the economy burns” and declares, to thunderous applause, that “Americans are sick and tired of having woke nonsense hurled in their faces and then being dared to deny it at the risk of losing their jobs.” Chart 12The Dollar Is Very Overvalued The Dollar Is Very Overvalued The Dollar Is Very Overvalued October 2024 – The Stock Market Hits Bottom: While the unemployment rate continues to rise for another 12 months, ultimately reaching 6.4%, the S&P troughs at 3,200. The 10-year Treasury yield settles at 3.1% before starting to drift higher. The US dollar, which began to weaken anew after the Fed starts cutting rates, enters a prolonged bear market. As in past cycles, the dollar is unable to defy the gravitational force from extremely stretched valuations (Chart 12). November 2024 – President DeSantis: Against the backdrop of rising unemployment, uncomfortably high inflation, and a sinking stock market, Ron DeSantis cruises to victory in the 2024 presidential election. Unlike Trump, DeSantis deemphasizes corporate tax cuts and deregulation during his presidency, focusing instead on cultural issues. With the Democrats still committed to progressive causes, big US corporations discover that for the first time in modern history, neither of the two major political parties are willing to champion their interests. Peter Berezin Chief Global Strategist peterb@bcaresearch.com Follow me on LinkedIn & Twitter Global Investment Strategy View Matrix Dispatches From The Future: From Goldilocks To President DeSantis Dispatches From The Future: From Goldilocks To President DeSantis Special Trade Recommendations Current MacroQuant Model Scores Dispatches From The Future: From Goldilocks To President DeSantis Dispatches From The Future: From Goldilocks To President DeSantis      

Executive Summary Russia’s Crude Oil Output Will Fall EU Russian Oil Embargoes, Higher Prices EU Russian Oil Embargoes, Higher Prices Russia will have to lower oil production to ensure output it hasn’t placed with non-EU buyers does not tax its limited storage facilities, ahead of the bloc’s December 5 embargo. The EU’s insurance/reinsurance ban on ships carrying Russian material also commences in December. It will profoundly affect Russian output, if fully implemented. Russian and Chinese firms will expand ship-to-ship transfers on the high seas, along with external processing and storage services to mask crude and product exports. The EU embargos will force Russia to shut in ~ 1.6mm b/d of output by year-end, rising to 2mm b/d in 2023, by our reckoning. Gas-to-oil switching in Europe will boost distillate and residual fuel demand by ~ 800K b/d this winter. Chinese policymakers will be compelled to deploy greater fiscal and credit support to reverse weakening GDP. Tighter monetary policy in DM economies will dampen aggregate demand. Bottom Line: EU embargoes on Russian oil imports will significantly tighten markets, and lift Brent to $119/bbl by year-end. This has a 60% chance of being offset by ~ 1mm b/d of Iranian oil exports in 2023, in our estimation. We are maintaining our Brent forecast at $110/bbl on average for this year, and $117/bbl next year. WTI will trade $3-$5/bbl lower. At tonight’s close we are re-establishing our long COMT ETF position. Risks remain to the upside. Feature Chart 1Russia’s Crude Oil Output Will Fall EU Russian Oil Embargoes, Higher Prices EU Russian Oil Embargoes, Higher Prices Following an unexpected increase in production during June and July, Russia will have to begin reducing its oil output ahead of the implementation of the EU’s embargo on its seaborne crude oil imports, which kicks on December 5. EU, UK and US shipping insurance and reinsurance sanctions also are scheduled to be implemented in December. If fully implemented, ~ 2.3mm b/d of seaborne imports of Russian crude oil will be excluded from EU markets by year-end. Come February, another 800k b/d of refined products will be embargoed. On the back of these lost sales, and production that cannot be loaded on ships due to insurance/reinsurance bans, we expect Russian production to fall ~ 2mm b/d by the end of next year (Chart 1).1 As noted in previous research, a goodly chunk of Russian crude continues to go to China and India. Together, these two states accounted for just over 40% of Russia’s crude sales last month – ~ 1.9mm b/d of a total of ~ 4.5mm b/d. This is down from just under 45.5% in May, according to Reuters. Both China and India have benefited from discounted prices of ~ 30% vs. Brent, which is a powerful inducement to buy. Asia accounts for more than half of Russia’s seaborne crude oil sales, according to Bloomberg data. Related Report  Commodity & Energy StrategyTighter Oil Markets On The Way Whether China and India can maintain these purchases depends on whether ships taking oil to them can get their cargoes insured. Both states have domestic insurance providers, and, in the case of the latter, long-standing trade relationships going back decades. Other Asian economies do not have such financial infrastructure. Still, this is a high concentration of sales to two buyers. In addition, press reports indicate China spent $347mm to secure tankers to conduct high-risk ship-to-ship (STS) transfers of Russian crude in the Atlantic Ocean.2 Similar STS transfers have been used to move ~ 1.2mm b/d of Iranian and Venezuelan crude oil, most of which ends up in China, according to Lloyds. Base Case Sees Markets Balance In our base case analysis, markets remain relatively balanced going into winter. On the supply side, we expect core OPEC 2.0 – the Kingdom of Saudi Arabia (KSA) and the United Arab Emirates (UAE) – to continue to provide crude to the markets subject to their spare-capacity constraints (Chart 2, top panel). KSA likely will be producing close to 11mm b/d by year-end – vs its current output of 10.6mm b/d output presently – and the UAE will be close to 3.5mm b/d, vs 3.1mm b/d at present. KSA’s max capacity is 12mm b/d, while the UAE’s is 4mm b/d; both will want to maintain spare capacity to offset unexpected exogenous supply shocks next year. These two states account for most of the spare capacity in the world (Chart 3). The rest of OPEC 2.0 will continue to struggle to maintain its production, which makes the core producers’ spare capacity critically important (Chart 2, bottom panel). Chart 2Core OPEC 2.0 Will Increase Supply EU Russian Oil Embargoes, Higher Prices EU Russian Oil Embargoes, Higher Prices Chart 3Spare Capacity Concentrated In Core OPEC 2.0 EU Russian Oil Embargoes, Higher Prices EU Russian Oil Embargoes, Higher Prices Outside of OPEC 2.0, we are expecting the largest contribution to global supply will continue to come from US shale production (Chart 4). Shale-oil output in the top 5 US basins is expected to increase ~540K b/d this year, and next. This will take shale output to slighly above 7.5mm b/d and account for 76% of Lower 48 production in the States this year. Next year, we are expecting US Lower 48 production to rise 700K b/d, and for total US crude output to go to 12.8mm b/d, a new record. Chart 4US Remains Top Non-OPEC 2.0 Supplier US Remains Top Non-OPEC 2.0 Supplier US Remains Top Non-OPEC 2.0 Supplier This winter we are expecting an uptick in oil demand – particularly for distillates like gasoil and diesel in Europe, as EU firms switch from natural gas to oil on the margin. We expect this will add 800K b/d of demand over the winter months (November through March), which will lift our overall demand estimate 150k b/d this year, and 20K b/d next year – +2.19mm b/d vs +2.04mm b/d, and 1.82mm b/d vs. 1.80mm b/d next year. Chinese year-on-year oil demand growth remains negative. January-July 2022 demand was 15.24mm b/d vs 15.34mm b/d in 2021, continuing a string of y/y contractions. The two other major economic pillars of global oil demand – the US and Europe – show positive y/y growth of 800K b/d each over the same period. Global demand in 1H22 recovered to 98% of its pre-COVID-19 level – even with China’s negative y/y growth – while supply recovered to 96% of its pre-pandemic level, according to the International Energy Forum (IEF). Over most of the forecast period, we estimate global balances will continue to show the level of supply below that of demand, which will lead to continued physical deficits (Chart 5). Refined-product inventories increased by 34mm barrels in 1H22, while crude-oil stocks fell 23mm barrels. Global crude and product inventories are ~ 460mm barrels below their five-year average, which includes pandemic demand destruction, the IEF reported. We continue to expect inventories to remain below their 2010-14 average, which we prefer to track – it excludes the market-share wars of 2015-17 and that of 2020, and the pandemic’s effects on inventories (Chart 6). This will revive the backwardation in Brent and WTI prices, particularly if the loss of Russian barrels is larger than we expect this year and next. This could be dampened if the US resumes its SPR releases after they’ve run their course in October. Chart 5Global Market Balanced, But Slight Deficits Will Persist Global Market Balanced, But Slight Deficits Will Persist Global Market Balanced, But Slight Deficits Will Persist Chart 6OECD Inventories Below 5Y Average OECD Inventories Below 5Y Average OECD Inventories Below 5Y Average Investment Implications Our analysis indicates markets are mostly balanced going into winter (Table 1). That said, the balance of risks remains to the upside ahead of the EU’s embargoes on Russian crude and product imports, and the EU/UK/US insurance/reinsurance bans on providing cover for vessels carrying Russian material. This all is highly contingent on the extent to which the EU and its allies follow through on these punitive actions imposed on Russia in retaliation for its invasion of Ukraine. Table 1BCA Global Oil Supply - Demand Balances (MMb/d, Base Case Balances) To Dec23 EU Russian Oil Embargoes, Higher Prices EU Russian Oil Embargoes, Higher Prices The removal from the market of some 2mm b/d of Russian oil production due to the various EU embargoes – even if it is offset by the return of 1mm b/d of Iranian exports on the back of a deal with the US – will push crude oil prices higher and inventories lower (Chart 7).3  Chart 7Brent Price Expectation Unchanged, But Demand Shifts To Winter Brent Price Expectation Unchanged, But Demand Shifts To Winter Brent Price Expectation Unchanged, But Demand Shifts To Winter Given these views, we remain long the oil and gas producer XOP ETF, which is up 19.5% since we re-established it on July 5, and, at tonight’s close, will be re-establishing our COMT ETF, to take advantage of higher energy and commodity prices and increasing backwardation in oil markets as inventories draw.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Analyst Commodity & Energy Strategy ashwin.shyam@bcaresearch.com Paula Struk Research Associate Commodity & Energy Strategy paula.struk@bcaresearch.com Commodities Round-Up Energy: Bullish US distillate inventories – diesel and heating oil mostly – were up less than 1% for the week ended 12 August 2022, according to the US EIA. US distillate inventories stood at 112mm barrels. This did nothing to reverse the deep drawdown in distillate inventories of 18.5% y/y, which, along with European stocks, refiners are attempting to rebuild going into the 2022-23 winter. We expect natgas-to-oil switching this winter to add 800k b/d of demand to the market over the Nov-Mar winter season. Most of this demand will be for distillates, in our view, given its dual use as a fuel for industrial applications and household space-heating. Distillate demand could be higher this winter, if a La Niña produces colder-than-normal temperatures. The US Climate Prediction Center gives the odds of such an outcome 60% going into the 2022-23 winter. This would lift ultra-low-sulfur diesel futures in the US and gasoil futures in Europe higher as inventories draw (Chart 8). Base Metals: Bullish Copper prices dropped on weaker-than-expected Chinese macroeconomic data for July, although the fall was bounded by the People’s Bank of China’s decision to cut interest rates. According to US CFTC data, copper trading volumes are lower than pre-pandemic levels, as hedge funds' net speculative positions turned negative beginning in May and have mostly remained in the red since then. Low trading volumes will result in copper prices being highly susceptible to macroeconomic events, especially those occurring in China. Precious Metals: Neutral Gold prices are facing difficulty overcoming market expectations of high interest rates for the rest of this year (Chart 9). The bearish influence of tightening monetary policy and a strong USD has the upper hand on the supportive effect of recession risks, inflation, and geopolitical uncertainty for gold prices. Recent strength in US stock markets - which historically is inversely correlated with gold prices - following better-than-expected earnings, also contributed to recent gold price weakness. Chart 8 EU Russian Oil Embargoes, Higher Prices EU Russian Oil Embargoes, Higher Prices Chart 9 Investors Expect Fed Tightening To Give Way To An Easing Cycle In 2023 Investors Expect Fed Tightening To Give Way To An Easing Cycle In 2023     Footnotes 1 Please see Oil: It Ain't Over Till It's Over, which we published 11 August 2022, for additional discussion. NB: We discuss the differences between our view and that of our Geopolitical Strategy service regarding a deal between the US and Iran, which returns 1mm b/d of crude oil exports to the market. We give 60% odds to such a deal, while our colleagues at the GPS service assign a 40% probability to it. In our base case modeling presented herein, we expect these barrels to return to the market by 2Q23, perhaps sooner. 2 Please see Anonymous Chinese shipowner spends $376m on tankers for Russian STS hub published by Lloyd’s List 9 August 2022. The report notes, “All the ships are aged 15 years or older, precluding them from chartering by most oil majors, as well being unable to secure conventional financing, suggesting the beneficial owner is cash rich. The high seas logistics network offers scant regulatory and technical oversight as crude cargoes loaded on aframax tankers from Baltic Russian ports are transferred to VLCCs mid-Atlantic for onward shipment to China. One cargo has been tracked to India.“ 3 Please see Oil: It Ain't Over Till It's Over, which we published 11 August 2022, for additional discussion. NB: We discuss the differences between our view and that of our Geopolitical Strategy service regarding a deal between the US and Iran, which returns 1mm b/d of crude oil exports to the market. We give 60% odds to such a deal, while our colleagues at the GPS service assign a 40% probability to it. In our base case modeling presented herein, we expect these barrels to return to the market by 2Q23, perhaps sooner.   Investment Views and Themes Strategic Recommendations Trades Closed in 2022

Executive Summary With the fourth Taiwan Strait crisis materializing, the odds of a major war between the world’s great powers have gone up. Our decision trees suggest the odds are around 20%, or double where they stood from the Russian war in Ukraine alone. The world is playing “Russian roulette” … with a five-round revolver. Going forward, our base case is for Taiwan tensions to flatten out (but not fall) after the US and Chinese domestic political events conclude this autumn. However, if China escalates tensions after the twentieth national party congress, then the odds of an invasion will rise significantly. If conflict erupts in Taiwan, then the odds of Russia turning even more aggressive in Europe will rise. Iran is highly likely to pursue nuclear weapons. Not A Lot Of Positive Catalysts In H2 2022 Roulette With A Five-Shooter Roulette With A Five-Shooter Tactical Recommendation Inception Date Return LONG US 10-YEAR TREASURY 2022-04-14 1.3% LONG GLOBAL DEFENSIVES / CYCLICALS EQUITIES 2022-01-20 13.8% Bottom Line: Investors should remain defensively positioned at least until the Chinese party congress and the US midterm election conclude this fall. Geopolitical risk next year will depend on China’s actions in the Taiwan Strait. Feature Chart 1Speculation Rising About WWIII Roulette With A Five-Shooter Roulette With A Five-Shooter Pessimists who pay attention to world events have grown concerned in recent years about the risk that the third world war might break out. The term has picked up in online searches since 2019, though it is the underlying trend of global multipolarity, rather than the specific crisis events, that justifies the worry (Chart 1).1 What are the odds of a major war between the US and China, or the US and Russia? How might that be calculated? In this report we present a series of “decision trees” to formalize the different scenarios and probabilities. If we define WWIII as a war in which the United States engages in direct warfare with either Russia or China, or both, then we arrive at a 20% chance that WWIII will break out in the next couple of years! Those are frighteningly high odds – but history teaches that these odds are not unrealistic and that investors should not be complacent. Political scientist Graham Allison has shown that the odds of a US-China war over the long term are about 75% based on historical analogies. The takeaway is that nations will have to confront this WWIII risk and reject it for the global political environment to improve. Most likely they will do so as WWIII, and the risk of nuclear warfare that it would bring, constitutes the ultimate constraint. But the current behavior of the great powers suggests that they have not recognized their constraints yet and are willing to continue with brinksmanship in the short term. The Odds Of A Chinese Invasion Of Taiwan The first question is whether China will invade Taiwan. In April 2021 we predicted that the fourth Taiwan Strait crisis would occur within 12-24 months but that it would not devolve into full-scale war. This view is now being tested. In Diagram 1 we provide a decision tree to map out China’s policy options toward Taiwan and assign probabilities to each option. Diagram 1Decision Tree For Fourth Taiwan Strait Crisis (Next 24 Months) Roulette With A Five-Shooter Roulette With A Five-Shooter While China has achieved the capability to invade Taiwan, the odds of failure remain too high, especially without more progress on its nuclear triad. Hence we give only a 20% chance that China will mobilize for invasion immediately. Needless to say any concrete signs that China is planning an invasion should be taken seriously. Investors and the media dismissed Russia’s military buildup around Ukraine in 2021 to their detriment. At the same time, there is a good chance that the US and China are merely testing the status quo in the Taiwan Strait, which will be reinforced after the current episode. After all, this crisis was the fourth Taiwan Strait crisis – none of the previous crises led to war. If Presidents Biden and Xi Jinping are merely flexing their muscles ahead of important domestic political events this fall, then they have already achieved their objective. No further shows of force are necessary on either side, at least for the next few years. We give 40% odds to this scenario, in which the past week’s tensions will linger but the status quo is reinforced. In that case, the structural problem of the Taiwan Strait would flare up again sometime after the US and Taiwanese presidential elections in 2024, i.e. outside the time frame of the diagram. Unfortunately we are pessimistic over the long run and would give high probability to war in Taiwan. For that reason, we give equal odds (40%) to a deteriorating situation within the coming two years. If China expands drills and sanctions after the party congress, after Xi has consolidated power, then it will be clear that Xi is not merely performing for his domestic audience. Similarly if the Biden administration continues pushing for tighter high-tech export controls against China after the midterm election, and insists that US allies and partners do the same, then the US implicitly believes that China is preparing some kind of offensive operation. The danger of invasion would rise from 20% to 40%. Even in that case, one should still believe that crisis diplomacy between the US and China will prevent full-scale war in 2023-24. But the risk of miscalculation would be very high. The last element of this decision tree holds that China will prefer “gray zone tactics” or hybrid warfare rather than conventional amphibious invasion of the kind witnessed in WWII. The reasons are several. First, amphibious invasions are the most difficult military operations. Second, Chinese forces are inexperienced while the US and its allies are entrenched. Third, hybrid warfare will sow division among the US allies about how best to respond. Fourth, Russia has demonstrated several times over the past 14 years that hybrid warfare works. It is a way of maximizing strategic benefits and minimizing costs. The world knows how the West reacts to small invasions: it uses economic sanctions. It does not yet know how the West reacts to big invasions. So China will be incentivized to take small bites. And yet in Taiwan’s case those tactics may not be sustainable. Our Taiwan decision tree does not account for the likelihood that a hybrid war or “proxy war” will evolve into a major war. But that likelihood is in fact high. So we are hardly overrating the risk of a major US-China war. Bottom Line: Over the next two years, the subjective odds of a US-China proxy war over Taiwan are about 32% while the odds of a direct US-China war are about 4%. The true test comes after Xi Jinping consolidates power at this fall’s party congress. We expect Xi to focus on rebooting the economy so we continue to favor emerging Asian markets excluding China and Taiwan. The Odds Of Russian War With NATO The second question is whether Russia’s war in Ukraine will morph into a broader war with the West. The odds of a major Russia-West war are greater in this case than in China’s, as a war is already raging, whereas tensions in the Taiwan Strait are merely shadow boxing so far. An investor’s base case should hold that the Ukraine war will remain contained in Ukraine, as Europeans do not want to fight a devastating war with Russia merely because of the Donbas. But things often go wrong in times of war. The critical question is whether Russia will attack any NATO members. That would trigger Article Five of the alliance’s treaty, which holds that “an armed attack against one or more [alliance members] in Europe or North America shall be considered an attack against them all,” justifying the use of armed force if necessary to restore security. Since Russia’s invasion of Ukraine this year, President Biden has repeatedly stated that the US will “defend every inch of NATO territory,” including the Baltic states of Latvia, Lithuania, and Estonia, which joined NATO in 2004. This is not a change of policy but it is the US’s red line and highly likely to be defended. Hence it is a major constraint on Russia. In Diagram 2 we map out Russia’s different options and assign probabilities. Diagram 2Decision Tree For Russia-Ukraine War (Next 24 Months) Roulette With A Five-Shooter Roulette With A Five-Shooter We give 55% odds that Russia will declare victory after completing the conquest of Ukraine’s Donbas region and the land bridge to Crimea. It will start looking to legitimize its conquests by means of some diplomatic agreement, i.e. a ceasefire. This is our base case for 2023. There is evidence that Russia is already starting to move toward diplomacy.2 The reason is that Russia’s economy is suffering, global commodity prices are falling, Russian blood and treasure are being spent. President Putin will have largely achieved his goal of hobbling Ukraine as long as he controls the mouth of the Dnieper river and the rest of the territory he has invaded. Putin needs to seal his conquests and try to salvage the economy and society. The sooner the better for Russia, so that Europe can be prevented from forming a consensus and implementing a full natural gas embargo in the coming years. However, there is a risk that Putin’s ambition gets the better of him. So we give 35% odds that the invasion expands to southwestern Ukraine, including the strategic port city of Odessa, and to eastern Moldova, where Russian troops are stationed in the breakaway region of Transdniestria. This new campaign would render Ukraine fully landlocked, neutralize Moldova, and give Russia greater maritime access. But it would unify the EU, precipitate a natural gas embargo, and weaken Russia to a point where it could become desperate. It could retaliate and that retaliation could conceivably lead to a broader war. We allot only a 7% chance that Putin attacks Finland or Sweden for attempting to join NATO. Stalin failed in Finland and Putin’s army could not even conquer Kiev. The UK has pledged to support these states, so an attack on them will most likely trigger a war with NATO. A decision to attack Finland would only occur if Russia believed that NATO planned to station military bases there – i.e. Russia’s declared red line. Any Russian attack on the Baltic states is less likely because they are already in NATO. But there is some risk it could happen if Putin grows desperate. We put the risk of a Baltic invasion at 3%. In short, if Russia uses its energy stranglehold on Europe not to negotiate a favorable ceasefire but rather to expand its invasions, then the odds of a broader war will rise. Bottom Line: The result is a 55% chance of de-escalation over the next 24 months, a 35% chance of a small escalation (e.g. Odessa, Moldova), and a 10% chance of major escalation that involves NATO members and likely leads to a NATO-Russia war. Tactically, investors should buy developed-market European currency and assets if the global economy rebounds and Russia makes a clear pivot to halting its military campaign and pursuing ceasefire talks. Cyclically, there needs to be a deeper US-Russia understanding for a durable bull market in European assets. The Odds Of US-Israeli Strikes On Iran The third geopolitical crisis taking place this year could be postponed as we go to press – if President Biden and Ayatollah Ali Khamenei agree to rejoin the 2015 US-Iran nuclear deal. But we remain skeptical. The Biden administration wants to rejoin the 2015 nuclear deal and free up about one million barrels per day of Iranian crude oil to reduce prices at the pump before the midterm election. US grand strategy also wants to engage with Iran and stabilize the Middle East so that the US can pivot to Asia. The EU is proposing the deal since it has even greater need for Iranian resources and wants to prevent Iran from getting nuclear weapons. Russia and China are also supportive as they want to remove US sanctions for trading with Iran and do not necessarily want Iran to get nukes. There is only one problem: Iran needs nuclear weapons to ensure its regime’s survival over the long run. The question is whether Khamenei is willing to authorize a deal with the Americans a second time. The first deal was betrayed at great cost to his regime. President Ebrahim Raisi, who hopes to replace the 83-year-old Khamenei before long, is surely staunchly opposed to wagering his career and personal security on whether Republicans win the 2024 election. Iran has already achieved nuclear breakout capacity – it has enough 60%-enriched uranium to construct nuclear devices – and it is unclear why it would achieve this capacity if it did not ultimately seek to obtain a nuclear deterrent. Especially given that it may someday need to protect its regime from military attacks by the US and its allies. However, our conviction level is medium because President Biden wants to lift sanctions and can do so unilaterally. The Biden administration has not taken any of the preliminary actions to make a deal come together but that could change.3 There is a good cyclical case to be made for short-term, stop-gap deal. According to BCA’s Commodity & Energy Strategist Bob Ryan, Saudi Arabia and the UAE only have about 1.5 million barrels of spare oil production capacity between them. The EU oil embargo and western sanctions on Russia will force about two million barrels per day to be stopped, soaking up most of OPEC’s capacity. Hence the Biden administration needs the one million barrels that Iran can bring. We cannot deny that the Iranians may sign a deal to allow Biden to lift sanctions. That would benefit their economy. They could allow nuclear inspectors while secretly shifting their focus to warhead and ballistic missile development. While Iran will not give up the long pursuit of a nuclear deterrent, it is adept at playing for time. Still, Iran’s domestic politics do not support a deal – and its grand strategy only supports a deal if the US can provide credible security guarantees, which the US cannot do because its foreign policy is inconsistent. US grand strategy supports a deal but only if it is verifiable, i.e. not if Iran uses it as cover to pursue a bomb anyway. Iran has not capitulated after three years of maximum US sanctions, a pandemic, and global turmoil. And Iran sees a much greater prospect of extracting strategic benefits from Russia and China now that they have turned aggressive against the West. Moscow and Beijing can be strategic partners due to their shared acrimony toward Washington. Whereas the US can betray the Raisi administration just as easily as it betrayed the Rouhani administration, with the result that the economy would be whipsawed again and the Supreme Leader and the political establishment would be twice the fools in the eyes of the public. Diagram 3 spells out Iran’s choices. Diagram 3Decision Tree For Iran Nuclear Crisis (Next 24 Months) Roulette With A Five-Shooter Roulette With A Five-Shooter If negotiations collapse (50% odds), then Iran will make a mad dash for a nuclear weapon before the US and Israel attack. If the US and Iran agree to a deal (40%), then Iran might comply with the deal’s terms through the 2024 US election, removing the issue from investor concerns for now. But their long-term interest in obtaining a nuclear deterrent will not change and the conflict will revive after 2024. If talks continue without resolution (10%), Iran will make gradual progress on its nuclear program without the restraints of the deal (though it may not need to make a mad dash). In short, Russia and China need Iran regardless of whether it freezes its nuclear program, whereas the US and Israel will form a balance-of-power Abraham Alliance to contain Iran even if it does freeze its nuclear program. Bottom Line: Investors should allot 40% odds to a short-term, stop-gap US-Iran nuclear deal. The oil price drop would be fleeting. Long-term supply will not be expanded because the US cannot provide Iran with the security guarantees that it needs to halt its nuclear program irreversibly. The Odds Of World War III Now comes the impossible part, where we try to put these three geopolitical crises together. In what follows we are oversimplifying. But the purpose is to formalize our thinking about the different players and their options. Diagram 4 begins with our conclusions regarding the China/Taiwan conflict, adjusts the odds of a broader Russian war as a result, and adds our view that Iran is highly likely to pursue nuclear weapons. Again the time frame is two years. Diagram 4Decision Tree For World War III (Next 24 Months) Roulette With A Five-Shooter Roulette With A Five-Shooter The alternate conflict scenario to WWIII consists of “limited wars” – a dangerous concept that refers to hybrid and proxy wars in which the US is not involved, or only involved indirectly. Or it could be a conflict with Iran that does not involve Russia and China. We begin with China because China is the most capable and most ambitious global power today. China’s strategic rise is upsetting the global order and challenging the United States. We also start with China because we have some evidence this year that Russia does not intend to expand the war beyond Ukraine. Either China takes further aggressive action in Taiwan – creating a unique opportunity for Russia to take greater risks – or not. If not, then the odds of WWIII fall precipitously over the two-year period. This scenario is our base case. But if China attacks Taiwan and the US defends Taiwan, we give a high probability to Russia invading the Baltics. If China stages hybrid attacks and the US only supports Taiwan indirectly, then we increase the odds of Russian aggression only marginally. The result is 20% odds of WWIII, i.e. a direct war between the US and Russia, or China, or both. Whether this war could remain limited is debatable. War gaming since 1945 shows that any war between major nuclear powers will more likely escalate than not. But nuclear weapons bring mutually assured destruction, the ultimate constraint. The nuclear escalation risk is why we round down the probability of WWIII in our decision trees. The more likely 59% risk scenario of “limited wars” may seem like a positive outcome but it includes major increases in geopolitical tensions from today’s level, such as a Chinese hybrid war against Taiwan. Bottom Line: According to this exercise the odds of WWIII could be as high as 20%. This is twice the level in our Russia decision tree, which is appropriate given that our Taiwan crisis forecast has materialized. The critical factor is whether Beijing continues escalating the pressure on Taiwan after the party congress this fall. That could unleash a dangerous chain reaction. The global economy and financial markets still face downside risk from geopolitics but 2023 could see improvements if Russia moves toward a ceasefire and China delays action against Taiwan to reboot its economy. Investment Takeaways When Russia invaded Ukraine earlier this year, our colleague Peter Berezin, Chief Global Strategist, argued that the odds of nuclear Armageddon were 10%. At very least this is a reasonable probability for the odds that Russia and NATO come to blows. Now the expected Taiwan crisis has materialized. We guess that the odds of a major war have doubled to 20%. The corollary is an 80% chance of a better outcome. Analytically, we still see Russia as pursuing a limited objective – neutralizing Ukraine so that it cannot be prosperous and militarily powerful – while China also pursues a limited objective – intimidating Taiwan so that it pursues subordination rather than nationhood. Unless these objectives change, we are still far from World War III. The world can live with a hobbled Ukraine and a subordinated Taiwan. However, there can be no denying that the trajectory of global affairs since the 2008 global financial crisis has followed a pathway uncomfortably similar to the lead up to World War II: financial crisis, economic recession, deflation, domestic unrest, currency depreciation, trade protectionism, debt monetization, military buildup, inflation, and wars of aggression. If roulette is the game, then the odds of a global war are one-sixth or 17%, not far from the 20% outcome of our decision trees. Even assuming that we are alarmist, the fact that we can make a cogent, formal argument that the odds of WWIII are as high as 20% suggests that investors should wait for the current tensions over Ukraine and Taiwan to decrease before making large new risky bets. A simple checklist shows that the global macro and geopolitical context is gloomy (Table 1). We need improvement on the checklist before becoming more optimistic. Table 1Not A Lot Of Positive Catalysts In H2 2022 Roulette With A Five-Shooter Roulette With A Five-Shooter Chart 2Stay Defensively Positioned In H2 2022 Stay Defensively Positioned In H2 2022 Stay Defensively Positioned In H2 2022 Specifically what investors need is to be reasonably reassured that Russia will not expand the war to NATO and that China will not invade Taiwan anytime soon. This requires a new diplomatic understanding between the Washington and Moscow and Washington and Beijing that forestalls conflict. That kind of understanding can only be forged in crisis. The relevant crises are under way but not yet complete. There is likely more downside for global equity investors before war risks are dispelled through the usual solution: diplomacy. Wait for concrete and credible improvements to the global system before taking a generally overweight stance toward risky assets. Favor government bonds over stocks, US stocks over global stocks, defensive sectors over cyclicals, and disfavor Chinese and Taiwanese currency and assets (Chart 2).     Matt Gertken Chief Geopolitical Strategist mattg@bcaresearch.com   Footnotes 1      See Graham Allison, Destined For War: Can America and China Escape Thucydides’s Trap? (New York: Houghton Miffin Harcourt, 2017). 2     For example, the Turkish brokered deal to ship grain out of Odessa, diplomatic support for rejoining the 2015 Iran nuclear deal, referendums in conquered territories like Kherson, and attempts to build up leverage in arms reduction talks. Cutting off Europe’s energy is ultimately a plan to coerce Europe into settling a ceasefire favorable for Russia. 3     Iran is still making extraneous demands – most recently that the IAEA drop a probe into how certain manmade uranium particles appeared in undisclosed nuclear sites in Iran. The IAEA has not dropped this probe and its credibility will suffer if it does. Meanwhile Biden is raising not lowering sanctions on Iran, even though sanction relief is a core Iranian demand. Biden has not removed the Iranian Revolutionary Guards or the Qods Force from the terrorism list. None of these hurdles are prohibitive but we would at least expect to see some movement before changing our view that a deal is more likely to fail than succeed. Strategic Themes Open Tactical Positions (0-6 Months) Open Cyclical Recommendations (6-18 Months) Regional Geopolitical Risk Matrix "Batting Average": Geopolitical Strategy Trades ()

Executive Summary Oil Markets Remain Tight Oil Markets Remain Tight Oil Markets Remain Tight US and Iranian negotiators received an EU proposal for reviving the Iran nuclear deal on Monday, which could return ~ 1mm b/d of oil to markets.  The EU’s embargo of Russian seaborne crude imports, which commences December 5, will remove 90% of seaborne imports of Russian crude (~ 2.3mm b/d) by year-end.  In February 2023, another 800k b/d of refined products will be embargoed.  December also will usher in insurance and reinsurance sanctions on shipping Russian oil – arguably the strongest sanctions the EU, UK and US can impose. Without those Iranian barrels, the determination of the EU, UK and US to enforce a Russian oil embargo will be suspect. We give odds of 60% to a US-Iran deal getting done in the near term.  Our Geopolitical Strategy maintains the likelihood of a deal is 40% at best. Bottom Line: Oil markets are pricing in the likelihood of large energy supply dislocations over the next couple of months.  The evolution of prices hinges upon the degree to which the EU’s embargo on Russian oil imports is implemented.  A revived Iran nuclear deal with the West would offset some of the embargoed Russian oil.  Even so, oil balances still will remain tilted to deficit conditions in 2023.  We continue to expect Brent will move above our 2022 $110/bbl expectation by 4Q22, and average $117/bbl next year. Feature US and Iranian negotiators received a proposal from EU negotiators for reviving the Iran nuclear deal on Monday.1 If the US and Iran can agree, the door opens for 1mm b/d of Iranian oil to return to markets. These barrels are becoming increasingly important to the EU, especially following the suspension of southerly flows of oil on Russia’s Druzhba pipeline due to a payment dispute.2 Brent popped ~ $1.50/bbl Tuesday morning as the Druzhba news broke, and the backwardation in the forward market increased (Chart 1). Brent gave back these early gains by the end of trading, following news a Hungarian refiner transferred the fee required to use the Ukrainian section of the pipeline.3 Chart 1Oil Markets Remain Tight Oil Markets Remain Tight Oil Markets Remain Tight Complicated Motives On All Sides The EU obviously has an interest in freezing Iran’s nuclear program and accessing more Iranian fossil fuels while it is locked in an energy struggle with Russia – hence the its proposal to revive the Iran nuclear deal. However, the US and Iranian positions are more complicated. Iranian’s Supreme Leader Ali Khamenei has an interest in removing the US’s economic sanctions – and in obtaining deliverable nuclear weapons, notes Matt Gertken, BCA Research’s chief geopolitical strategist. Khamenei’s plan is to develop a nuclear weapon so that Iran can deter any aggression from a future US administration or the Abraham alliance. This is the path to regime survival, power succession, and national security. Hence Iran will not freeze its nuclear program over the long run. But Khamenei may wish to buy time while the Democrats still run the White House. Chart 2KSA, UAE Preserving Spare Capacity Oil: It Ain't Over Till It's Over Oil: It Ain't Over Till It's Over We’ve noted repeatedly the Biden administration has been pressing the Kingdom of Saudi Arabia (KSA) and the United Arab Emirates (UAE) – the only states in OPEC 2.0 able to raise output and maintain production at higher levels – to increase output for the better part of this year. These efforts yielded only a 100k b/d production increase earlier this month. KSA and the UAE insist they are close to the maximum levels of oil they can supply to the market, given their current production and the need to maintain minimal spare capacity (Chart 2).4 KSA’s max capacity is 12mm b/d. The Kingdom will be producing at or slightly above 11mm b/d later this year to offset declines in non-core OPEC 2.0 production. KSA’s trying to get its max capacity to 13mm b/d, but that will take until 2027, according to the state oil company ARAMCO. UAE’s max capacity is 4mm b/d. It will be producing at or close to 3.5mm b/d this year, and after that they’ll want to hang on to that last bit as spare capacity. UAE’s trying to get its spare capacity to 5mm b/d, but that’s going to take until 2030, according to its state oil company ADNOC. There’s an increasing risk to the Russian output arising from the EU embargo scheduled to take effect December 5, and sanctions on providing insurance and reinsurance to ships carrying Russian material. If the EU/UK/US embargo is successful and results in Russia being forced to shut in 2mm b/d by the end of next year, per our expectation, KSA and UAE spare capacity will not cover the loss of production, and falling output within OPEC 2.0. Given these dynamics – and the expectation at least some of the sanctions will stick after Dec. 5 – KSA and UAE have to hang on to those last barrels to be able to meet the increasingly likely loss of Russian shut-in production. Additional spare capacity is not available in the US shales, or in any of the other producing provinces outside OPEC 2.0 sufficient to cover the loss of Russian barrels. Indeed, output from OPEC 2.0 outside the core producers has been trending lower for years (Chart 3).5 Complicating a deal with Iran is the possibility it could re-open the breach between the US and KSA. If KSA wanted to express its displeasure with a US-Iran deal it wouldn’t need to do much to re-balance the market: If the Kingdom does not offset production losses by the rest of OPEC 2.0, or step up to cover, e.g., Libyan production – now back on the market with just under 500k b/d – global supply falls and prices rise, all else equal.6 Chart 3KSA, UAE Are Core OPEC 2.0 Oil: It Ain't Over Till It's Over Oil: It Ain't Over Till It's Over Our Geopolitical Strategy gives 40% odds of an Iran deal and 60% odds that negotiations fall apart (or drag on without resolution). We make the odds higher – 60% chance of success – given the compelling interest of the Biden administration to get more oil into the market going into midterms in November, and a general interest in the West to offset potential losses of Russian volumes to sanctions that kick in in December. The difference in these views hinges on what Iran will do, as the Biden administration is seeking a deal. Sanctions Kicking In In December The EU is set to roll into its embargo of Russian oil imports on December 5. If fully implemented, ~ 2.3mm b/d of seaborne imports of Russian crude oil will be excluded from EU markets by year-end. Beginning in February, another 800k b/d of refined products will be embargoed. EU, UK and US shipping insurance and reinsurance sanctions also are set to kick in in December. These arguably are the strongest sanctions available to the West in its effort to take Russian oil and refined products off the market (no insurance means no shipping). The EU recently relaxed sanctions on buying and transporting Russian crude oil, which will allow additional volumes of oil to be purchased and transported to end-use markets.7 While this will let a little more Russian oil into the market in the near term, we believe it opens the possibility of additional exceptions being made by the EU to make more oil available, if prices move sharply higher on the back of increasing supply scarcity. The EU and US are looking a bit wobbly on the insurance and reinsurance bans due to kick in in December.8 If they relax or forego these sanctions in some fashion, more Russian crude and products will flow to market in 4Q22 than currently is anticipated. This would undermine US efforts to secure a price cap on Russian oil sales. Slower sanction enforcement is a path available to Biden that does not involve bowing to Iran’s various demands. Some, but not all, of the Russian volumes lost to EU exports will continue to be scooped up by China and India, which have become the largest buyers of Russian oil following the sanctions imposed by the West after the invasion of Ukraine.9 India loaded 29.5mm barrels of Russian crude in July – a record – while China loaded 18.1mm barrels. These levels likely will fall, but these two states will remain big buyers of Russian crude and products going forward. Household Budgets Will Remain Strained High energy prices – particularly for gasoline and diesel fuel – and falling real incomes have eaten into US household budgets, and are a key factor for Biden’s low approval ratings (Chart 4). July US CPI was unchanged from June and was 8.5% higher y-o-y. While the gasoline price index dropped from June, it remained one of the main contributors to the high energy index. (Chart 5).10 Based on the sharp increase in gasoline prices over the first six months of this year, we estimate the cost of running a car is 50% higher in 1H22 vs. 1H21 in the US. Chart 4Wealth Destruction Key To Low Biden Approval Oil: It Ain't Over Till It's Over Oil: It Ain't Over Till It's Over Chart 5Energy Driving High US Prices Oil: It Ain't Over Till It's Over Oil: It Ain't Over Till It's Over US gasoline and distillate prices have rolled over since mid-June, driven by high refined-product prices, which weakened demand, and fear of global recession as central banks tighten monetary policy. Higher Russian crude output in 1H22 – up 3.6% to ~ 10.1mm b/d – partly contributed to weaker product prices. However, this trend likely will reverse: Russian crude output in 2Q22 was down 1.1% y/y to 9.7mm b/d, based on our estimates. We expect prices of gasoline and diesel fuel to remain at elevated levels, given low inventories (Chart 6), and a second consecutive year of lower US refining capacity (Chart 7). Higher crude oil prices brought about by Russian oil and product embargoes will feed into these refined product prices, pushing them higher. Chart 6Low Product Stocks… Oil: It Ain't Over Till It's Over Oil: It Ain't Over Till It's Over Chart 7…And Refining Capacity Are Bullish For Petrol Products Oil: It Ain't Over Till It's Over Oil: It Ain't Over Till It's Over There is scope for an increase in gasoline demand over the rest of the driving season, while elevated US and overseas distillate demand will support diesel and heating oil prices. The eurozone’s record high inflation in July was driven by energy prices (Chart 8), indicating high energy prices are a problem for households worldwide. According to the Household Electricity Price Index, residential electricity prices in EU capitals were more than 70% higher in 1H22 y/y. The IMF expects high fuel prices will increase EU households’ share of energy expenditure by 7% in 2022.11 In response to high energy prices, governments are enacting policies such as price caps and direct transfers to lower the damage to household wealth.12 An unintended consequence of this will be high prices for longer, as consumers will not register the signal the market is sending via higher prices to encourage lower demand. This will result in continued draws on inventories. Chart 8High Energy Prices Responsible For Eurozone Inflation High Energy Prices Responsible For Eurozone Inflation High Energy Prices Responsible For Eurozone Inflation Investment Implications With EU sanctions scheduled to become effective December 5, oil markets are focused on supply measures that could sharply reduce Russian oil exports. This makes the US-Iran negotiations to revive the Iran nuclear deal critically important. Agreement to restore the deal could return 1mm b/d of oil to markets at a time when supplies are at risk of contracting sharply going into 2023. Failure to restore these volumes will tighten supply significantly if the EU’s embargo of Russian oil imports is successful. We give the restoration of the Iran nuclear deal a 60% chance of success. In and of itself, the return of Iranian oil exports will not offset all of the potential loss of Russian crude oil exports to the EU. That said, the evolution of crude oil prices hinges upon the degree to which the EU’s embargo on Russian oil imports is implemented. There's a subtle point to be aware of in the evolution of US-Iran negotiations: The Biden administration could just turn a blind eye to Iranian crude sales, without agreeing to revive the nuclear deal being negotiated. Signing a deal, on the other hand, would be more positive for supply than merely not contesting Iranian's renewed exports of 1mm b/d of crude. It is worthwhile bearing in mind that the point of the deal is that Iran pauses its nuclear program, which reduces war risk in the medium term, or as long as deal is in force. Reducing the level of agita in the region, at least for a couple of years, is a net benefit. Our geopolitical strategist Matt Gertken notes, "If Iranians sign a deal, then they are endorsing Biden and the Democratic Party for 2024, meaning they want a Democratic White House in the US through 2028. There would be no reason to sign it unless you plan to implement at least through 2024." We remain bullish oil, and continue to expect Brent to trade above $110/bbl on average this year, and $117/bbl next year. We remain long the XOP ETF to retain our exposure to oil and gas E+Ps.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Analyst Commodity & Energy Strategy ashwin.shyam@bcaresearch.com Paula Struk Research Associate Commodity & Energy Strategy paula.struk@bcaresearch.com     Commodities Round-Up Energy: Bullish The EIA expects US natural gas inventories to finish the injection season at ~ 3.5 Tcf – 6% below the five-year average – at the end of October (Chart 9). LNG exports are expected to average 11.2 Bcf/d, which, if realized, will be 14% over 2021 levels. The EIA increased its estimate of LNG exports on the back of an earlier-than-expected return of Freeport LNG exports. For 2023, the EIA expects US LNG exports will average 12.7 Bcf/d. Close to 70% of the 57 bcm of US LNG exports are being shipped to Europe, where it is helping offset the cutoff of Russian gas supplies following the war in Ukraine. In 1H22, the US became the world’s largest exporter of LNG. Dry gas production in the US is expected to average just under 97 Bcf/d in 2022, a 3% increase over 2021 levels. Base Metals: Bullish Total Chinese copper imports for July were up 9.3% at ~464kt for July, despite economic weakness and a property market slowed by companies' payment defaults and lower consumer confidence in real estate groups. Copper in SHFE warehouses were at 35kt which is 65% lower y/y as of the week ending August 5th, while stocks in China’s copper bonded inventories were 40% lower y/y at 262kt for the month of June. Low copper prices and Chinese stocks, and high imports indicate that the world’s largest copper consumer is capitalizing on weak prices to restock low inventories. Precious Metals: Bullish The World Gold Council reported gold ETF outflows for the third consecutive month in July at 80.1 tons (Chart 10) due to low gold prices, a strong USD and a hawkish Fed. The latest July US CPI data was unchanged from June, as high prices due to pandemic induced supply chain bottlenecks eased. Inflation remains well above target. Despite the mildly positive inflation data, we expect the Fed to hike interest rates again in September. The magnitude of this hike will depend on the August US CPI and employment prints, given the Fed’s data dependency. By year-end, if the Russian oil embargo and insurance bans on shipping vessels are implemented in their current form, high crude oil prices will feed into inflation, and the Fed will be forced to remain aggressive. Chart 9 Oil: It Ain't Over Till It's Over Oil: It Ain't Over Till It's Over Chart 10 Oil: It Ain't Over Till It's Over Oil: It Ain't Over Till It's Over     Footnotes 1     Please see Agreement on nuclear deal within reach but obstacles remain published by politico.com on August 8, 2022. 2     Please see Russia suspends oil exports via southern leg of Druzhba pipeline due to transit payment issues published by reuters.com on August 9, 2022. 3    Please see Oil drops on Druzhba pipeline news and U.S. inflation expectations published by reuters.com on August 10, 2022.  According to the International Association of Oil Transporters, the Druzhba pipeline capacity is ~ 1.3mm b/d.  In July, its southern leg supplying Hungary, the Czech Republic and was carrying ~ 230k b/d, according to OilX, a satellite service monitoring oil and shipping movements globally. 4    Please see Tighter Oil Markets On The Way, which we published on July 21, 2022, for additional detail. 5    Please see footnote #4. 6    The background factor in this situation is Russia’s involvement in Libya’s civil disorder.  We noted in our July 14, 2022 report Russia Pulls Oil, Gas Supply Strings: “Sporadic force majeure declarations and output losses in Libya, where Russian mercenaries actively support Khalifa Haftar’s Libyan National Army (LNA), continue to make supply assessments difficult.” 7     Please see How the EU Will Allow a Slight Increase in Russian Oil Exports published by Bloomberg.com on August 1, 2022. 8    Please see US warns of surge in fuel costs as it renews push for Russian oil price cap published by ft.com on July 26, 2022. 9    Please see Russian crude prices recover on strong India, China demand, and Column-Russian crude is more reliant on India and China, but signs of a peak: Russell | Reuters, published by reuters.com on August 7 and August 9, 2022. 10   After fuel oils, the 44% y-o-y increase in the gasoline price index was the largest contributor to the increase in the energy index. 11    Please see Surging Energy Prices in Europe in the Aftermath of the War: How to Support the Vulnerable and Speed up the Transition Away from Fossil Fuels, published by the IMF on July 29, 2022. 12    For an example of such policy, please see State aid: Commission approves Spanish and Portuguese measure to lower electricity prices amid energy crisis     Investment Views and Themes Strategic Recommendations Trades Closed in 2022

Executive Summary Iron Ore & Steel Prices: Facing Downward Pressure Iron Ore & Steel Prices: Facing Downward Pressure Iron Ore & Steel Prices: Facing Downward Pressure Global iron ore and steel supply is likely to grow faster than demand over the next six months. As a result, the prices of both metals will likely fall. Chinese steel output will likely rebound moderately in the absence of government-mandated steel production cutbacks. In the meantime, mainland steel demand will continue to contract because of its crumbling property sector. Global steel output excluding China will contract over the next six months on the back of weakening industrial demand for steel. Even though Chinese iron ore consumption may rise moderately over the next six months, its imports will not improve much because of robust growth in domestic iron ore production. Furthermore, global iron ore demand excluding China will decline as steel demand and output contract. In the intervening six months, global iron ore production growth will rise. This will lead to an oversupplied iron ore market.  Bottom Line: Both iron ore and steel prices will likely deflate over the next several months. Therefore, Chinese steel share prices as well as global mining and steel stocks have more downside.   China’s demand for iron ore and steel are key to their respective price outlooks because these metals account for about 70% of global iron ore imports and over 50% of global steel consumption. Considerable reduction in Chinese steel output (hence, demand for iron ore) and rising domestic iron ore supply have resulted in a contraction in Chinese iron ore imports since last June. In the meantime, domestic steel demand weakened sharply, primarily because of plunging property construction. The upshot has been lower domestic steel prices (Chart 1). This report evaluates the direction of iron ore and steel prices over the next six months. Chart 1Crumbling Property Sector: Lower Steel Demand Ahead Crumbling Property Sector: Lower Steel Demand Ahead Crumbling Property Sector: Lower Steel Demand Ahead Chart 2Iron Ore & Steel Prices: Facing Downward Pressure Iron Ore & Steel Prices: Facing Downward Pressure Iron Ore & Steel Prices: Facing Downward Pressure We expect Chinese steel output to rise in the absence of government-mandated production cuts and on positive profit margins. This will lift Chinese iron ore imports. In the meantime, Chinese steel demand will likely continue to contract. Thus, steel prices will continue falling over the next several months (Chart 2, top panel). For iron ore, an increase in Chinese imports will not be enough to offset contracting global demand. As a result, the price of iron ore will face downward pressure over the coming months (Chart 2, bottom panel). From The Chinese Steel Market… The Chinese steel market may experience an increasing oversupply over the next six months. Chinese Steel Supply Chinese steel production is likely to rise moderately in the next six months.  First, there are no government-mandated cuts in steel production currently in place. Chart 3Mandated Steel Output Cuts In 2021: Unlikely Repeat In 2022H2 Mandated Steel Output Cuts In 2021: Unlikely Repeat In 2022H2 Mandated Steel Output Cuts In 2021: Unlikely Repeat In 2022H2 Last June, Chinese authorities ordered steel mills to cut output from record levels in a bid to restrain carbon emissions. This resulted in a 15% year-on-year drop in Chinese crude steel1 output and a 10% year-on-year decline in Chinese steel products production during 2021H2 (Chart 3). In 2022Q1, to ensure smog-free skies in February as China hosted the 2022 Winter Olympic Games, some steel producers were again ordered to cut their production. As a result, the year-on-year decline of Chinese steel output and steel product output for 2022Q1 were at 10% and 5%, respectively. In 2022Q2, however, the picture is more of a mixed bad. While many small firms increased volumes, medium and large sized steel producers voluntarily chose to reduce their output. As a result, China’s steel output is remains in contraction. Further, tightness in electricity supply over the summer curbed any potential recovery in steel output. Over the next six months, we expect decreasing voluntary cuts and easing electricity supply will lift steel output moderately. Chart 4Steelmakers' Profit Margins: Low, Albeit Still Positive Steelmakers' Profit Margins: Low, Albeit Still Positive Steelmakers' Profit Margins: Low, Albeit Still Positive Second, overall profit margins for Chinese steel producers are still positive, albeit at a low level (Chart 4). Even at a very low profit margin, steel producers in China still tend to produce steel as much as they can to cover their very large fixed costs. In other words, if they do not produce, they will experience greater losses.  In addition, given deteriorating employment conditions in the broader economy, maintaining employment has become a major focus of local governments. The latter will guide state-owned enterprises (SOEs) – many steel mills are SOEs or government-affiliated – to raise output and employment. For now, the government has simply asked steel producers to cut their production voluntarily, rather than mandating cuts as authorities did last year and earlier this year. In brief, in the absence of government-mandated steel output reduction, some producers will opt to increase their output to cover their fixed costs and maintain/increase employment. Will the Chinese government demand mandated cuts again later this year? We believe the odds are low. Last year, the mandated cuts were the result of more aggressive emissions reduction targets, with a deadline at the end of 2025 for the Chinese steel sector. In February of this year, the authorities extended this deadline to 2030 to grant its steel sector the ability to reach peak emissions. This will allow a gradual output reduction instead of a sharp reduction in mills with high-emission steel-producing capacity. With such a deadline extension already in place, the government is unlikely to implement mandated steel output cuts again. Chinese Steel Demand Chinese steel consumption will likely continue to contract over the next six months. Chart 5 shows that 58% of Chinese steel consumption is from building and construction, which mainly comprises the property sector and the infrastructure sector. Based on our estimate, Chinese steel demand will decline about 3.8% over the next six months, mainly dragged down by the shattered property market (Table 1). Chart 5Chinese Steel Consumption Composition Iron Ore And Steel: Where Are The Prices Headed? Iron Ore And Steel: Where Are The Prices Headed? Table 1Chinese Steel Demand Growth Estimates Iron Ore And Steel: Where Are The Prices Headed? Iron Ore And Steel: Where Are The Prices Headed? Chart 6Property Market is in a Crisis Property Market is in a Crisis Property Market is in a Crisis The property sector is the largest steel consumer, accounting for about 35% of Chinese steel consumption. This sector is going through a crisis, and there are no signs of improvement yet. Property sales, new construction, and completion are all in a deep and unprecedented contraction (Chart 6, panels 1, 2, and 3). Even the commodity building floor space under construction entered contraction for the first time in at least the past two decades (Chart 6, bottom panel). Both central and local governments have implemented policies to revive the property sector since late last year. Following a wave of mortgage boycotts, the July 28 Central Politburo meeting demanded local governments to ensure those sold-but-unfinished housing projects to be completed. However, due to the extreme shortage of funding faced by real estate developers and the fragmented nature of this industry in China, it will take time to get the current property sector crisis resolved. Nonetheless, we expect supportive policies will work to some extent. We expect the year-on-year contraction in property construction to narrow to 10% over the next six months from about 13% in the past six months. Chart 7Infrastructure Sector: The Main Supportive Force for Chinese Steel Demand Infrastructure Sector: The Main Supportive Force for Chinese Steel Demand Infrastructure Sector: The Main Supportive Force for Chinese Steel Demand The infrastructure sector is another major source for Chinese steel demand (Chart 7). The sector contributes about 23% of Chinese steel consumption. Although the traditional infrastructure investment shows a solid 10% growth, we only assume 7% of growth in the sector’s steel demand. This is because, within the traditional infrastructure sector, two heavy steel consuming subsectors –railway and highway constructions – will register slower growth in their respective investments than overall infrastructure. Chart 8Steel Demand In the Machinery Sector: Likely to Remain In Contraction The 2016-2019 Boom: Only Sales Excavators And Cranes Hit A New High... Steel Demand In the Machinery Sector: Likely to Remain In Contraction The 2016-2019 Boom: Only Sales Excavators And Cranes Hit A New High... Steel Demand In the Machinery Sector: Likely to Remain In Contraction The 2016-2019 Boom: Only Sales Excavators And Cranes Hit A New High... Machinery production, the third largest steel consuming sector, will remain in contraction because of the depressed property market. Sales of major construction equipment – excavators, loaders, and cranes – have declined 36%, 23%, and 50% year-on-year in 2022H1 (Chart 8). With continuing weakness in the property market, we expect steel demand from machinery producers to be in a similar contraction (10%) over the next six months. Autos and electric appliances together account for about 7.3% of Chinese steel consumption. Weekly data shows Chinese auto sales are in a recovery phase (Chart 9). We expect the sector’s steel use to increase by 8% year-on-year over the next six months based on our projections from our research on the auto industry. Affected by the faltering domestic property market, the outlook for electric appliances is also dismal. The output of air conditioners, freezers, refrigerators, and washing machines is contracting (Chart 10). The expected contraction in global demand for consumer goods will ensure a continuous drop in their production in China, the largest world producer of white goods. We expect these sectors' steel consumption growth to improve from a 9% contraction in 2022H1 to a 5% contraction over the next six months. Chart 9Steel Demand From Auto Sales is Recovering Steel Demand From Auto Sales is Recovering Steel Demand From Auto Sales is Recovering Chart 10Steel Demand by Electric Appliances: Smaller Contraction Ahead Steel Demand by Electric Appliances: Smaller Contraction Ahead Steel Demand by Electric Appliances: Smaller Contraction Ahead Chart 11Steel Demand in Other Sectors: Will Likely Stay in Contraction Steel Demand in Other Sectors: Will Likely Stay in Contraction Steel Demand in Other Sectors: Will Likely Stay in Contraction Other sectors that consume steel include many industrial goods, such as civil steel ships and containers. The shipping industry has boomed during the past two years because of a global increase in goods demand. This also significantly increased demand for metal containers, and to a lesser extent, civil steel ships between 2020 and 2021 (Chart 11). As global trade volumes contract over the next six months, we expect steel consumption in these other sectors to contract by 3% over the same period. What about external demand for Chinese steel? Chinese steel products exports, which account for about 5% of the country’s steel products output, will grow moderately in the next six months. Historically, the Chinese government had provided a VAT rebate of around 13% to encourage steel exports. Last year, it removed such export tax rebates on various steel products in a bid to slow domestic carbon emissions. Chart 12Chinese Steel Exports: Moderate Growth Ahead Chinese Steel Exports: Moderate Growth Ahead Chinese Steel Exports: Moderate Growth Ahead However, this has not considerably reduced Chinese steel exports. Chinese exports of steel products only had a year-on-year contraction from January to April 2022, largely because of COVID-related shutdowns, and then experienced considerable growth during May-July of the same year (Chart 12). At the same time, Chinese imports of steel products have been contracting since last May. This pattern shows the strong global competitiveness of Chinese steel products. We expect moderate growth in Chinese steel products exports over the next six months, which will be much lower than last year’s growth. In 2021, Chinese steel products exports surged by 25% year-on-year, as steel exporters rushed to export their products to take advantage of the rebates before its removal. Bottom Line: Chinese steel supply is likely to exceed demand over the next six months. This will result in an oversupplied steel market in China, exerting downward pressure on steel prices. …To The Global Iron Ore Market Chart 13Chinese Steel Production: Largely Determines the Country's Iron Ore Imports Chinese Steel Production: Largely Determines the Country's Iron Ore Imports Chinese Steel Production: Largely Determines the Country's Iron Ore Imports Iron ore is mainly used in the steel-making process. Limited iron ore supplies within China mean that about 80% of the country’s iron ore demand are satisfied by imports. As a result, variations in Chinese steel production largely determine swings in Chinese iron ore imports (Chart 13). Based on our expectations of the Chinese steel market, we can provide our supply-demand analysis for the global iron ore market. Global Iron Ore Demand While rebounding Chinese steel output will lift the nation’s iron ore consumption, iron ore demand from the rest of the world will shrink materially. Net-net, global iron ore demand will weaken, albeit only marginally over the next six months. Steel production is declining in the world outside China. We expect such contraction will continue into early 2023, as the pandemic-triggered overspending on goods ex-autos reverses (Chart 14). In addition, in Europe, energy rationing and sky-high energy prices will likely lead to defunct mills as a response to reducing their output; hence, their iron ore consumption will tank. Given that Europe accounts for about 10% of world steel production and nearly 50% of its steel production is using electric furnaces,2 this will reduce global iron ore demand. Last year, global steel production excluding China increased by 13% year-on-year, the highest growth since 2011 (Chart 15). This is much higher than the average 2% growth during 2017-2019, reflecting the overconsumption of goods by advanced economies in 2021. Indeed, steel production has already declined for four consecutive months. We expect a year-on-year contraction of about 5% global steel production in the world excluding China over the next six months. Chart 14The World Outside China: Steel Output Will Continue Declining The World Outside China: Steel Output Will Continue Declining The World Outside China: Steel Output Will Continue Declining Chart 15Falling DM PMI Signals Weaker Steel Output in the World Outside China Falling DM PMI Signals Weaker Steel Output in the World Outside China Falling DM PMI Signals Weaker Steel Output in the World Outside China Scrap steel is one substitute for iron ore in the steel-making process, but, this time, there will be limited replacement from scrap steel in China. Tight supply of scrap steel and relatively high scrap steel prices will make iron ore more appealing than scrap steel as feedstock for Chinese steel producers over the next several months. Scrap prices are currently high relative to both steel product prices and imported iron ore prices (Chart 16). Chart 16Iron Ore Substitute in China: Limited Scrap Steel Demand in 2022H2 Iron Ore Substitute in China: Limited Scrap Steel Demand in 2022H2 More Scrap Steel Will Replace Iron Ore In Steel Production Iron Ore Substitute in China: Limited Scrap Steel Demand in 2022H2 More Scrap Steel Will Replace Iron Ore In Steel Production Chart 17China: Domestic Iron Ore Output is Rising China: Domestic Iron Ore Output is Rising China: Domestic Iron Ore Output is Rising Global Iron Ore Supply Global iron ore supply will rise slightly over the next six months. Chinese iron ore output is set to continue increasing as well (Chart 17, top panel). The authorities plan to boost domestic iron ore output by 6.5% per year until 2025. Profit margins for Chinese producers are currently at a multi-year high (Chart 17, bottom panel). This will encourage domestic iron ore production over the next six months.  Currencies in global major iron ore producing countries (Brazil, Australia and South Africa) have depreciated considerably. As a result, iron ore prices in these countries in local currency terms are currently still elevated. This will incentivize more iron ore production and exports by producers in these countries. Bottom Line: Global iron ore supply will increase slightly, while demand will contract slightly over the next six months. This will be negative for iron ore prices. Investment Implications Chart 18Global Mining Stocks and Steelmaker Stock Prices: More Downside Ahead Avoid Global Steel And Mining Stocks For Now Global Mining Stocks and Steelmaker Stock Prices: More Downside Ahead Avoid Global Steel And Mining Stocks For Now Global Mining Stocks and Steelmaker Stock Prices: More Downside Ahead Avoid Global Steel And Mining Stocks For Now Both iron ore and steel prices will likely deflate over the next six months. Hence, global mining stocks and steelmakers stock prices will experience more downside in the coming months (Chart 18). Global ex-China steel producers have benefited from strong steel demand in DM and from surging steel prices (Chart 15 above). As we expect that DM demand for consumer goods will contract over the next six months, steel prices will drop, weighing on global steelmakers’ share prices.  Concerning equity valuations, global mining and steel stocks trade at very low trailing P/E ratios. However, for highly cyclical stocks, such a low trailing P/E ratio is often a sign of peak profits. At peaks of cycles, share prices drop first, while EPS remains elevated, as it is a backward-looking variable. In fact, more often than not, buying these stocks when the P/E ratio is very high and selling them when the P/E ratio is very low has been a very profitable strategy. In short, a low P/E ratio for mining share prices and steel producers is not a reason to be long these stocks. The direction of both the global industrial cycle and steel and iron ore prices is what matters. On both counts, the outlook remains downbeat for now.   Ellen JingYuan He Associate Vice President ellenj@bcaresearch.com     Footnotes 1     According to the World Steel Association, crude steel is defined as steel in its first solid (or usable) form, including ingots, semi-finished products (billets, blooms, slabs), and liquid steel for castings. 2     The electric furnace is using electricity and scrap steel to produce crude steel. As Europe is facing energy constraint, this will likely affect European steel output greatly. Strategic Themes Cyclical Recommendations

Executive Summary China Copper Consumption Failed To Revive Post-Pandemic China Copper Consumption Failed To Revive Post-Pandemic China Copper Consumption Failed To Revive Post-Pandemic A greater-than-expected contraction in manufacturing and construction in China – evidenced by the latest PMI and home sales data – will keep pressure on copper prices. Higher inflation will continue to drive the cost of labor, fuels and materials higher. Lower copper prices and higher input costs will weaken margins, leading to reduced capex. This also will put pressure on the rate of spending on projects already sanctioned. Payouts to shareholders – buybacks and dividends – will fall, reducing the appeal of miners’ equities. Debt-service costs will rise as interest rates are pushed higher by central banks. Civil unrest in critically important metals-producing provinces is forcing some miners to suspend production guidance. This will be exacerbated in Chile by changing tax regimes, which likely will reduce capex as well. Bottom Line: As global demand for copper increases with the renewable-energy transition and higher arms spending in Europe, miners’ ability to expand supply is being seriously challenged. Falling prices and rising costs – along with higher tax burdens and civil unrest in key mining provinces – are forcing copper miners to lower production and capex guidance, which will redound to the detriment of supply growth. With demand expected to double by 2030-35, copper prices will have to move higher to keep capex flowing to support supply growth. We remain long the XME ETF as the best way to express our bullish, decade-long view. Feature Just as the world is scrambling to develop additional energy supplies in the wake of Russia’s invasion of Ukraine, copper supplies – the critical element of the renewable-energy buildout – are being squeezed by an unusual convergence of fundamental, financial and social factors. Chart 1China Copper Consumption Failed To Revive Post-Pandemic China Copper Consumption Failed To Revive Post-Pandemic China Copper Consumption Failed To Revive Post-Pandemic Firstly, copper demand is weak, which, all else equal, is suppressing prices. This is largely down to China’s zero-tolerance COVID-19 policy, and uncertainty over whether the EU will be pushed into a massive recession, following the cutoff of its natural gas supplies from Russia. These are two of the three major pillars of the global economy, and their economies are entwined via trade in goods. China’s COVID-19 policy is hammering its critically important property market – sales were down almost 40% y/y in July – and forcing a contraction in manufacturing. Construction represents ~ 30% of total copper demand in China. Manufacturing is contracting, based on China’s official July PMI report, which showed the index fell below 50 to 49.0 for July.1 Related Report  Commodity & Energy StrategyOne Hot Mess: EU Energy Policy China accounts for more than half of global copper demand, and, because of its zero-tolerance COVID-19 policy, was the only major economy to register a year-on-year contractions in copper demand throughout the pandemic up to the present (Chart 1). The EU accounts for ~ 12.5% of global copper demand, which we expect will continue to be supported by the bloc’s renewable-energy and defense buildouts.2 We noted in earlier research the odds of the EU going into recession remain high as the bloc scrambles to prepare for winter, in the wake of its attempts to replace its dependence on Russian natural gas supplies.3 We continue to expect the EU will avoid a major recession, and that it will be able to navigate this transition, leaving it on a better energy footing in subsequent years.4 Lower Copper Prices Will Hurt Capex Chart 2Copper Price Rally Fades Copper Price Rally Fades Copper Price Rally Fades After bottoming in March 2020 at $2.12/lb on the COMEX, copper prices staged a 125% rally that ended in March of this year. This was due to the post-pandemic reopening of most economies ex-China, which was accompanied by massive fiscal and monetary stimulus that super-charged consumer demand. Copper prices have since fallen ~33% from their March highs on the back of a substantial weakening of demand resulting from China’s zero-tolerance COVID policy and a concerted global effort to rein in the inflation caused by governments’ largess (Chart 2). Most year-end 2021 capex expectations for 2022 and into the future among copper miners were drawn up prior to the price collapse in June. After that, fear of central-bank policy mistakes – chiefly over-tightening of monetary policy that pushes the global economy into recession – and weak EM demand took prices from ~ $4.55/lb down to less than $3.20/lb by mid-July. A strong USD also pushed demand lower during this time. Chart 3DRC Offsets Chile, Peru Weakness Copper Capex Under Pressure Copper Capex Under Pressure Following the copper-price rout, miners are re-thinking production goals, dividend policy and capex. Social and governance issues also are contributing to weaker copper output. Rio Tinto, for example, notified markets it would shave $500mm from its $8 billion 2022 capex budget. For 1H22, Rio cut its dividend to $2.67/share from $5.61/share in 1H21. Elsewhere, Glencore said copper output from its Katanga mine in the DRC now is expected to come in 15% lower this year, at 1.06mm MT, owing to geological difficulties. Separately, output guidance for Chinese miner MMG Ltd’s Las Bambas mine in Peru has been suspended, following a 60% drop in production. The company expected it would be producing up to 320k tons this year. Civil unrest at Las Bambas has been ongoing since production started in 2016, according to Reuters. Big producers like Chile and Peru – accounting for ~ 35% of global ore production – along with the DRC face multiple challenges. Chile accounts for ~ 25% of global copper ore production. Its output fell ~ 6% in 2Q22 vs year-earlier output due to falling ore quality, water-supply constraints, and rising input costs (Chart 3). Chile’s government expects copper ore output to decline 3.4% y/y in 2022, with many of the country’s premier mines faltering (Chart 4). Chart 4Chile Expecting Lower Copper Output Copper Capex Under Pressure Copper Capex Under Pressure Chile also is proposing to increase taxes and royalties, to raise money for its budget. However, this may have the effect of driving away investment in the country’s copper mining industry. Fitch notes, “Increased costs will decrease mining cash flows and discourage new mining investments in Chile, favoring the migration of investors to other copper mining districts.”5 BHP Billiton, on que, said it will reconsider further investment in Chile, if the new legislation is approved. Renewables Buildout Will Widen Copper Deficit Markets appear to be trading without regard for the huge increase in copper supply that will be required for the global renewable-energy transition, to say nothing of the upcoming re-arming of the EU and continued military spending by the US and China. In our modeling of supply-demand balances, we move beyond our usual real GDP-based estimates of demand, which estimates the cyclical copper demand, and include assumptions for the demand the green-energy transition will contribute. Hence, this additional copper demand for green energy needs to be added to the copper demand forecast generated by the model. Using projections for global supply taken from the Resource and Energy Quarterly published by the Australian Government’s Department of Industry, Science and Resources, we estimate there will be a physical refined copper deficit of 224k tons in 2022 and 135K tons next year (Chart 5). Among other things, we are assuming refined copper demand will double by 2030 and reach 50mm tons/yr by then. This is a somewhat more aggressive assumption than S&P Global’s estimate of demand doubling by 2035. If we assume refined copper production is 2% lower than the REQ’s estimate, we expect the physical deficit in the refined copper market rise to a ~ 532k-ton deficit in 2022 and ~ 677k-ton deficit in 2023. These results including renewables demand highlight the need to not only account for cyclical demand but also the new demand that will be apparent as the EU, the US and China kick their renewables investments into high gear. Importantly, this kick-off is occurring with global commodity-exchange inventories still more than ~ 35% below year-ago levels (Chart 6). Chart 5Coppers Deficit Will Narrow On Lower Demand Coppers Deficit Will Narrow On Lower Demand Coppers Deficit Will Narrow On Lower Demand ​​​​​​ Chart 6Exchange Inventories Remain Exceptionally Low Exchange Inventories Remain Exceptionally Low Exchange Inventories Remain Exceptionally Low ​​​​​​ Investment Implications Copper prices will have to move higher to keep capex flowing to support supply growth normal cyclical demand and renewable-energy demand will require over coming decades. Falling prices and rising costs – along with higher tax burdens and civil unrest in key mining provinces – are forcing copper miners to lower production and capex guidance, which will redound to the detriment of supply growth. This situation cannot persist unless governments call off their renewable-energy transition, and, in the case of the EU, their efforts to re-arm Europe’s militaries following the invasion of Ukraine by Russia. We remain bullish base metals, particularly copper. We remain long the XME ETF as the best way to express this decade-long view. Commodities Round-Up Energy: Bullish OPEC 2.0 agreed a token increase in oil production Wednesday of 100k b/d, partly as a sop to the US following President Biden’s visit to the Kingdom last month. KSA will be producing close to 11mm b/d in 2H22. We have argued this is about all KSA will be willing to put on the market, in order to maintain some spare capacity in the event of another exogenous shock. OPEC 2.0 spare capacity likely falls close to 1.5mm b/d in 2023 vs. an average of 3mm b/d this year, which will limit the capacity of core OPEC 2.0 – KSA and the UAE – to backstop unforeseen production losses. Separately, the US EIA reported total US stocks of crude oil and refined products rose 3.5mm barrels (ex SPR inventory). Demand for refined products in the US was down 28mm barrels in the week ended 29 July, or 4mm b/d. We continue to expect prices to average $110/bbl this year and $117/bbl next year (Chart 7). Base Metals: Bullish China flipped from a net importer of refined zinc in 2021 to a net exporter for the first half of 2022, despite a high export tax on the metal. This is indicative of the premium Western zinc prices are commanding over the domestic price. Chinese zinc demand has fallen, following reduced manufacturing activity and an ailing property sector. Thursday’s Politburo meeting did little to encourage markets of a Chinese rebound later this year. A subdued Chinese recovery, along with European zinc smelters operating at reduced capacity, if at all, could see this reversal in trade flow perpetuate for the rest of the year. Precious Metals: Bullish As BCA’s Geopolitical Strategy highlighted, US House Speaker Nancy Pelosi’s visit to Taiwan will increase tensions between the US and China but will not lead to war. For now. Increased uncertainty normally is good for gold and its rival, the USD. While geopolitical uncertainty from Russia’s invasion of Ukraine initially buoyed the yellow metal, gold has since dropped below the USD 1800/oz level. The greenback was the main beneficiary from the war (Chart 8). It is yet to be seen how this round of geopolitical risk will impact gold and USD, with the backdrop of increasing odds of a US recession and a hawkish Fed. Chart 7 Brent Backwardation Will Steepen Brent Backwardation Will Steepen Chart 8 Gold Prices Going Down Along With USD Gold Prices Going Down Along With USD   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Analyst Commodity & Energy Strategy ashwin.shyam@bcaresearch.com Paula Struk Research Associate Commodity & Energy Strategy paula.struk@bcaresearch.com   Footnotes 1      Please see China’s factory activity contracts unexpectedly in July as Covid flares up published by cnbc.com on July 31, 2022. The PMI summary noted contractions in oil, coal and metals smelting industries led the index’s decline. 2     Please see One Hot Mess: EU Energy Policy, which we published on May 26, 2022, for additional discussion. 3     Please see Copper Prices Decouple From Fundamentals, which we published on July 7, 2022. It is available at ces.bcaresearch.com. 4     Please see Energy Security Rolls Over EU's ESG Agenda published on July 28, 2022. It is available at ces.bcaresearch.com. 5     Please see Proposed Tax Reform Weakens Cost Positions for Chilean Miners (fitchratings.com), published by Fitch Ratings on July 7, 2022.   Investment Views and Themes Strategic Recommendations Trades Closed in 2022

Executive Summary Non-Commodity Enterprises: No Profit Expansion For 12 Years Flat Profits For Non-Commodity Enterprises Flat Profits For Non-Commodity Enterprises The past decade has seen a deterioration in the financial performance metrics of industrial Chinese companies. Declining efficiency of investments, rising labor compensation and slowing productivity growth will constitute formidable headwinds to the long-term profitability of China’s industrial sector. Potential deleveraging by local governments, companies and households will cap revenue growth for enterprises and, hence, weigh on their profitability. High commodity prices in the past 18 months have improved profitability and financial metrics for commodity producers. These strengths will reverse as commodity prices sink in the coming months. Corporate earnings are set to disappoint in 2H. Bottom Line: We maintain a neutral stance on Chinese onshore stocks and an underweight stance on investable stocks in a global equity portfolio. In absolute terms, risks to Chinese shares prices are to the downside. ​​​​Among Chinese industrial companies, underweight commodity producers and overweight food & beverage, autos and utilities.   The data for this report for industrial enterprises, which are sourced from China’s National Bureau of Statistics (NBS), encompass state-owned and holding enterprises (SOEs) and other forms of ownership, including private ones. It covers both listed and non-listed companies. The sectors included are construction materials, steel, non-ferrous metals, energy, coal, machinery, auto, tech hardware, food & beverage and utilities. An analysis based on this dataset shows that China’s corporate profitability and efficiency ratios have experienced a prolonged structural downturn since the early 2010s (Chart 1 and 2). Chart 1Chinese Industrial Companies: Structural Deterioration in Productivity... Chinese Industrial Companies: Structural Deterioration in Productivity... Chinese Industrial Companies: Structural Deterioration in Productivity... Chart 2… And Operational Efficiency ...And Operational Efficiency ...And Operational Efficiency Chart 3Cyclical Improvements Within Structural Downtrend Cyclical Improvements Within Structural Downtrend Cyclical Improvements Within Structural Downtrend In the past 10 years, these measures improved only modestly during recovery periods and stumbled during downturns (Chart 3). The structural deterioration in corporate profitability from 2011 onward has followed structural improvements from the late 1990s to 2010. Beyond cyclical upswings, China's corporate profitability will likely continue to face structural headwinds. Declining efficiency of investments, rising labor compensation and slowing productivity growth will constitute formidable headwinds to the long run profitability of China’s industrial sector. Furthermore, potential deleveraging by local governments, companies and households will curtail revenue growth for enterprises and, hence, weigh on profitability. Investigating The Financial Performance Of Industrial Enterprises Our analysis of corporates’ financial ratios shows the following: Corporate leverage: The total liabilities (debt)-to-sales ratio rose sharply from 2011 until 2021. However, the leverage ratio has declined in the past 18 months. A close examination suggests that the descent in the debt-to-sales ratio has been due to surging revenues of resource producing companies propelled by rising commodity prices. Chart 4 illustrates that the debt-to-sales ratio has dropped substantially for commodity producers, but much less so for other industrial companies. In the case of non-commodity industrial enterprises, the leverage ratio has not declined much because nominal sales have been lackluster. As resource prices continue to drop, revenues of commodity companies will be devastated, and their debt-to-sales ratios will spike. The thesis that corporate leverage has not yet dropped in China is corroborated by data on all companies. The country’s corporate leverage remains the highest worldwide (Chart 5). Chart 4The Decline In Debt-To-Sales Ratio For Commodity Producers Was Largely Due to Surging Commodity Prices The Decline In Debt-To-Sales Ratio For Commodity Producers Was Largely Due to Surging Commodity Prices The Decline In Debt-To-Sales Ratio For Commodity Producers Was Largely Due to Surging Commodity Prices Chart 5China's Corporate Leverage Remains The Highest In the World China's Corporate Leverage Remains The Highest In the World China's Corporate Leverage Remains The Highest In the World Chart 6Corporates' Debt servicing Ability Has Been propelled by falling interest rates Corporates' Debt Servicing Ability Has Improved Due To Lower Interest Rates Corporates' Debt Servicing Ability Has Improved Due To Lower Interest Rates Debt servicing: Even though debt levels of industrial companies remain elevated, their interest coverage ratios – operating profits-to-interest expense – have improved since late 2020. For all industries, interest expenses have dropped substantially because of falling interest rates (Chart 6). On the margin, this has also helped industrials’ profit margins.   Efficiency: Asset turnover (sales/assets), inventory turnover (sales/inventory) and receivables turnover (sales/receivables), have all have sunk in the past 10 years, as shown in Chart 2. Lower turnover indicates falling efficiency. Coal, steel and non-ferrous metals have been the only sectors experiencing an improvement in inventory turnover due to China’s capacity reduction campaign. Meanwhile, there has been no improvement in inventory turnover for non-commodity enterprises.   Profit margins: Net profit margins for industrial corporates have recently risen slightly. However, the entire improvement in industrial profit margins is attributable to commodity producers. With the exception of commodity producing sectors, there has not been any upturn in operating profit margins and/or net profit margins (Chart 7). Rising corporate income taxes from 2011 to 2020 were one of the reasons worsening profitability (Chart 8). Chart 7Improvement In Industrial Profit Margins Is Attributable To Commodity Producers Improvement In Industrial Profit Margins Is Attributable To Commodity Producers Improvement In Industrial Profit Margins Is Attributable To Commodity Producers Chart 8Rising Corporate Income Taxes Have Contributed The Divergency Between GPM And Net Profit Margin Corporate Tax Burden Rose From 2010 To 2020 Corporate Tax Burden Rose From 2010 To 2020 Profitability: The return on assets (RoA) and the return on equity (RoE) for industrial corporates have dwindled during the past decade (Chart 1 above). The spike in commodity prices in the past two years has helped profitability of commodity producers, but this is about to reverse. A DuPont analysis1 illustrates that the downturn in corporate profitability was driven by poor operating efficiency and a lack of improvement in net profit margins. Chart 9 shows that the profitability of non-commodity producers has worsened dramatically during the past 10 years. After more than a decade-long structural downturn, the RoA and RoE for commodity producers have recently strengthened along with asset turnovers and net profit margins (Chart 10). However, the commodity bonanza is over for now and profitability measures of resource companies are set to worsen significantly.2 Chart 9A DuPont Analysis: Non-Commodity Enterprises A DuPont Analysis: Non-Commodity Enterprises A DuPont Analysis: Non-Commodity Enterprises Chart 10A DuPont Analysis: Commodity Enterprises A DuPont Analysis: Commodity Enterprises A DuPont Analysis: Commodity Enterprises Bottom Line: The past decade has seen a deterioration in the financial performance metrics of industrial companies. The profitability of corporates has undergone a structural decline along with a prolonged slump in operating efficiency.  High commodity prices in the past 18 months have ameliorated profitability and efficiency parameters for commodity producers. Nevertheless, these improvements will vanish as commodity prices fall materially in the coming months. Structural Headwinds To Corporate Profitability The following factors will weigh on China’s corporate profitability in the long term: 1. Demographics and rising labor costs: A shrinking workforce since mid-2010s has led to higher wages that have weighed on the corporate sector’s profitability (Chart 11). This dynamic is also confirmed by rising labor compensation as a share of non-financial corporates’ value added, as illustrated in Chart 12. Chart 11China: Shrinking Labor Force China: Shrinking Labor Force China: Shrinking Labor Force Chart 12Labor Compensation As A Share Of Corporate Revenues Labor Compensation As A Share Of Corporate Revenues Labor Compensation As A Share Of Corporate Revenues In China, blue-collar labor shortages and upward pressures on wages will likely intensify in the coming decade. A rapid decline in the population’s natural growth rate with the third lowest fertility rate in the world (below Japan) foreshadows a decline in China’s working age population which started in 2015.  2. Common prosperity policies: The share of labor compensation in GDP has risen since 2011 at the expense of the share of corporate profits (Chart 13). China’s common prosperity policies will only reinforce this trend. These policies will encourage enterprises to assume more social duties, distributing a larger share of profits to society at the expense of shareholders. Chart 13Labor's Share Will Continue Rising In China's National Income Labor's Share Will Continue Rising In China's National Income Labor's Share Will Continue Rising In China's National Income Chart 14Output Per Unit Of Capex Is Falling Output Per Unit Of Capex Is Falling Output Per Unit Of Capex Is Falling 3. Declining efficiency of investments: A deteriorating output-to-capital ratio  indicates capital misallocation or falling efficiency (Chart 14). When a nation attempts to invest substantially for a long time, capital will likely be misallocated and the return on new investment will be low. This will drag down the overall return on capital. Falling efficiency ultimately entails lower productivity. 4. Slowing productivity growth: China’s productivity growth has downshifted, and total factor productivity growth slipped again recently. Notably, total factor productivity – a measure of productivity calculated by dividing economy-wide total production by the weighted average of inputs – has contributed less and less to China’s real GDP growth in the past decade. It is unrealistic to expect that China will reverse the downward trend in productivity growth in the next few years. 5. Deleveraging by companies and households: China’s corporate sector continues to face deleveraging pressures. Although some industrial enterprises underwent deleveraging in recent years, the country’s overall corporate debt is still very elevated. Remarkably, Chinese corporate debt as a share of nominal GDP is the highest in the world, as shown in Chart 5. China’s households are reducing debt. Depressed household income growth and deflating home prices have curbed borrowing. Deleveraging by households heralds weaker consumption, which is negative for corporates revenues. Bottom Line: Rising labor compensation and declining efficiency of investments constitute formidable headwinds to the profitability of China’s industrial sector. Moreover, the secular outlook of corporates’ profitability is also vulnerable to lower productivity growth and weaker top-line growth due deleveraging among companies and households. The Cyclical Outlook In our report two weeks ago, we discussed how China’s business cycle recovery in the second half of this year will be more U rather than V shaped. Both sluggish domestic demand and contracting external demand for Chinese exports will curb the rebound of the industrial sector in 2H. Industrial earnings are set to disappoint.  Chart 15Non-Commodity Enterprises: No Profit Expansion For 12 Years Flat Profits For Non-Commodity Enterprises Flat Profits For Non-Commodity Enterprises Manufacturing producers have not been able to fully pass on higher input prices to consumers given weak demand. This weakness together with elevated commodity prices has led to a substantial profit divergence between upstream and mid- and downstream industries since late 2020 (Chart 15).  However, upstream commodity producers face the headwind of commodity price deflation. At the margin, weakening resource prices will benefit mid- and downstream industries that use commodities. However, their revenue growth will remain fragile due to subdued domestic and external demand and a lack of pricing power. The tight correlation between industrial profits and raw material prices reinforces the importance of commodity prices as a driver of China’s industrial profit cycles Therefore, if commodity prices drop meaningfully in the second half of this year, then overall industrial profits in China will suffer markedly. Chart 16The share of loss-making industrial enterprise ventures has Rocketed The Share of Loss-Making Industrial Enterprises Has Been Surging The Share of Loss-Making Industrial Enterprises Has Been Surging Furthermore, overcapacity and operational inefficiencies persist despite supply-side reforms and a capacity reduction campaign implemented by China’s authorities. Chart 16 demonstrates that the share of loss-making industrial enterprise ventures has soared to 24%, implying capital misallocation.  With a further rising share of enterprises making losses as commodity prices plunge, the ability of companies to service debt will deteriorate and hence banks will experience climbing non-performing loans. Bottom Line: China’s recovery in the second half of this year will be more U than V shaped. Corporate earnings are set to disappoint in 2H. Investment Strategy The gloomy outlook for corporate profitability does not bode well for the performance of Chinese stocks. Chinese A-shares are struggling to bottom on the back of shaky economic fundamentals, while investable stocks are cheap for a reason. We maintain a neutral stance on Chinese onshore stocks and an underweight stance on investable stocks in a global equity portfolio. Lower profitability and return on equity have ramifications for the valuations of China’s industrial companies. Remarkably, China’s industrial profits have been flat in the past 12 years (Chart 15 above). That is a reason why many Chinese stocks have been de-rated. Among A-share industrial companies, sectors with higher profitability are coal, non-ferrous metals, auto, construction materials and food & beverage. However, coal, non-ferrous metals and construction materials are pro-cyclical sectors, and their profit growth is positively correlated with economic growth, which is facing downward pressure at least through the end of this year. In addition, resources and commodity plays are vulnerable in the next 6 to 12 months. We recommend to underweight these sectors.  Within the Chinese equity universe, we recommend overweighting autos, food & beverage, and utilities sectors. Food & beverage and utilities are interest rate-sensitive sectors, which will continue to benefit from lower onshore bond yields. In addition, utilities sector’s profit margin and earnings will improve as coal prices decline. The auto sector will gain an advantage from China’s stimulus for auto purchases, especially for new energy vehicles.   Qingyun Xu, CFA Associate Editor qingyunx@bcaresearch.com Arthur Budaghyan Chief Emerging Markets Strategist arthurb@bcaresearch.com   Footnotes 1 The DuPont analysis breaks down return on equity in three distinct elements: net profit margin, operational efficiency, and leverage. This analysis enables to identify how various drivers impact return on equity. 2Please see China Investment Strategy Special Report "Global Copper Market: No Bottom Yet," dated July 27, 2022, and Emerging Markets Strategy Report "A Cocktail Of Falling Oil Prices And Surging US Wages," dated July 21, 2022, available at bcaresearch.com Strategic Themes Cyclical Recommendations