Capex

Highlights Political and corporate climate activism will increase the cost of developing the resources required to produce and deliver energy going forward – e.g., oil and gas wells; pipelines; copper mines, and refineries. Over the short run, the fastest way for investor-owned companies (IOCs) to address accelerated reductions in CO2 emissions imposed by courts and boards is to walk away from the assets producing them, which could be disruptive over the medium term. Longer term, state-owned companies (SOCs) not facing the constraints of IOCs likely will be required to provide an increasing share of the resources needed to produce and distribute energy. The real difficulty will come in the medium term. Capex for critical metals like copper languishes, just as the call on these metals steadily increases over the next 30 years (Chart of the Week). The evolution to a low-carbon future has not been thought through at the global policy level. A real strategy must address underinvestment in base metals and incentivize the development of technology via a carbon tax – not emissions trading schemes – so firms can innovate to avoid it. We remain long energy and metals exposures.1 Feature And you may ask yourself, "Well … how did I get here?" David Byrne, Once In A Lifetime Energy markets – broadly defined – are radically transforming from week to week. The latest iteration of these markets' evolution is catalyzed by climate activists, who are finding increasing success in court and on corporate boards – sometimes backed by major institutional investors – and forcing oil and gas producers to accelerate CO2 emission-reduction programs.2 Climate activists' arguments are finding increasing purchase because they have merit: Years of stiff-arming investors seeking clarity on the oil and gas producers' decarbonization agendas, coupled with a pronounced failure to provide returns in excess of their cost of capital, have given activists all of the ammo needed to argue their points. Chart of the WeekCall On Metals For Energy Will Increase A Perfect Energy Storm On The Way A Perfect Energy Storm On The Way This activism is not limited to the courts or boardrooms. Voters in democratic societies with contested elections also are seeking redress for failures of their governments to effectively channel mineral wealth back into society on an equitable basis, and to protect their environments and the habitats of indigenous populations. This voter activism is especially apparent in Chile and Peru, where elections and constitutional conventions likely will result in higher taxes and royalties on metals IOCs operating in these states, which will increase production costs and ultimately be passed on to consumers.3 These states account for ~ 40% of world copper output. IOCs Walk Away Earlier this week, Exxon walked away from an early-stage offshore oil development project in Ghana.4 This followed the unfavorable court rulings and boardroom setbacks experienced by Royal Dutch Shell, Chevron and Exxon recently (referenced in fn. 2). While the company had no comment on its abrupt departure, its action shows how IOCs can exercise their option to put a project back to its host government, thus illustrating one of the most readily available alternatives for energy IOCs to meet court- or board-mandated CO2 emissions targets. If these investments qualify as write-offs, the burden will be borne by taxpayers. As climate activism increases, state-owned companies (SOCs) not facing the constraints of IOCs likely will be required to provide an increasing share of the resources – particularly oil and gas – needed to produce and distribute energy going forward. This is not an unalloyed benefit, as the SOCs still face stranded-asset risks, if they invest in longer-lived assets that are obviated by a successful renewables + grid buildout globally. That is a cost that will have to be compensated, when the SOCs work up their capex allocations. Still, if legal and investor activism significantly accelerates IOCs' capex reductions in oil and gas projects, the SOCs – particularly those in OPEC 2.0 – will be able to expand their position as the dominant supplier in the global oil market, and could perhaps increase their influence on price levels and forward-curve dynamics (Chart 2).5 Chart 2OPEC 2.0s Could Expand If Investor Activism Increases OPEC 2.0s Could Expand If Investor Activism Increases OPEC 2.0s Could Expand If Investor Activism Increases Higher Call On Metals At present, there is a lot of talk about the need to invest in renewable electricity generation and the grid structure supporting it, but very little in the way of planning for this transition. Other than repeated assertions of its necessity, little is being said regarding how exactly this strategy will be executed given the magnitude of the supply increase in metals required. Nowhere is this more apparent than in the refined copper market, which has been in a physical deficit – i.e., production minus consumption is negative – for the last 6 years (Chart 3). Physical copper markets in China, which consumes more than 50% of refined output, remain extremely tight, as can be seen in the ongoing weakness of treating charges and refining charges (TC/RC) for the past year (Chart 4). These charges are inversely correlated to prices – when TC/RCs are low, it means there is surplus refining capacity for copper – unrefined metal is scarce, which drives down demand for these services. Chart 3Coppers Physical Deficit Likely Persist Coppers Physical Deficit Likely Persist Coppers Physical Deficit Likely Persist Chart 4Chinas Refined Copper Supply Remains Tight Chinas Refined Copper Supply Remains Tight Chinas Refined Copper Supply Remains Tight Theoretically, high prices will incentivize higher levels of production. However, after the last decade’s ill-timed investment in new mine discoveries and expansions, mining companies have become more wary with their investments, and are using earnings to pay dividends and reduce debt. This leads us to believe that mining companies will not invest in new mine discoveries but will use capital expenditure to expand brownfield projects to meet rising demand. In the last decade, as copper demand rose, capex for copper rose from 2010-2012, and fell from 2013-2016 (Chart 5). During this time, the copper ore grade was on a declining trend. This implies that the new copper brought online was being mined from lower-grade ore, due to the expansion of existing projects(Chart 6). Chart 5Copper Capex Growth Remains Weak A Perfect Energy Storm On The Way A Perfect Energy Storm On The Way Chart 6Copper Ore-Quality Declines Persist Through Capex Cycle A Perfect Energy Storm On The Way A Perfect Energy Storm On The Way Capex directed at keeping ore production above consumption will not be sufficient to avoid major depletions of ore supplies beginning in 2024, according to Wood Mackenzie. The consultancy foresees a cumulative deficit of ~ 16mm MT by 2040. Plugging this gap will require $325-$500 billion of investment in the copper mining sector.6 The Case For A Carbon Tax The low-carbon future remains something of a will-o'-the-wisp – seen off in the future but not really developed in the present. Most striking in discussions of the low-carbon transition is the assumption of resource availability – particularly bases metals –in, e.g., the IEA's Net Zero by 2050, A Roadmap for the Global Energy Sector, published last month. In the IEA's document, further investment in hydrocarbons is not required beyond 2025. The copper, aluminum, steel, etc., required to build the generation and supporting grid infrastructure will be available and callable as needed to build all the renewable generation the world requires. The document is agnostic between carbon trading and carbon taxes as a way to price carbon and incentivize the technology that would allow firms and households to avoid a direct cost on carbon. A real strategy must address the fact that most of the world will continue to rely on fossil fuels for decades, as development goals are pursued. Underinvestment in base metals and its implications for the buildout of generation and grids has to be a priority if these assets are to be built. Given the 5-10-year lead times base metals mines require to come online, it is obvious that beyond the middle of this decade, the physical reality of demand exceeding supply will assert itself. A good start would be a global effort to impose and collect carbon taxes uniformly across states.7 This would need to be augmented with a carbon club, which restricts admission and trading privileges  to those states adopting such a scheme. Harmonizing the multiple emissions trading schemes worldwide will be a decades-long effort that is unlikely to succeed. Such schemes also can be gamed by larger players, producing pricing distortions. A hard and fast tax that is enforced in all of the members of such a carbon club would immediately focus attention on the technology required to avoid paying it – mobilizing capital, innovation and entrepreneurial drive to make it a reality. This would support carbon-capture, use and storage technologies as well, thus extending the life of existing energy resources as the next generation of metals-based resources is built out. In addition, a carbon tax raises revenue for governments, which can be used for a variety of public policies, including reducing other taxes to reduce the overall burden of taxation. Lastly, a tax eliminates the potential for short-term price volatility in the pricing of carbon – as long as households and firms know what confronts them they can plan around it.  Tax revenues also can be used to reduce the regressive nature of such levies. Investment Implications The lack of a coherent policy framework that addresses the very real constraints on the transition to a low-carbon economy makes the likelihood of a volatile, years-long evolution foreordained. We believe this will create numerous investment opportunities as underinvestment in hydrocarbons and base metals production predisposes oil, natural gas and base metals prices to move higher in the face of strong and rising demand. We remain long commodity index exposure – the S&P GSCI and GSCI Commodity Dynamic Roll Strategy ETF (COMT), which is optimized to take advantage of the most backwardated commodity forward curves in the index. These positions were up 5.3% and 7.2% since inception on December 7, 2017 and March 12, 2021, respectively, at Tuesday's close. We also remain long the MSCI Global Metals & Mining Producers ETF (PICK), which is up 33.9% since it was put on December 10, 2020. Expecting continued volatility in metals – copper in particular – we will look for opportunities to re-establish positions in COMEX/CME Copper after being stopped out with gains. A trailing stop was elected on our long Dec21 copper position established September 10, 2020, which was closed out with a 48.2% gain on May 21, 2021. Our long calendar 2022 vs short calendar 2023 COMEX copper backwardation trade established April 22, 2021, was closed out on May 20, 2021, leaving us with a return of 305%.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com   Commodities Round-Up Energy: Bullish OPEC 2.0 offered no surprises to markets this week, as it remained committed to returning just over 2mm b/d of production to the market over the May-July period, 70% of which comes from the Kingdom of Saudi Arabia (KSA), according to Platts. While Iran's return to the market is not a given in OPEC 2.0's geometry, we have given better than even odds it will return to the market beginning in 3Q21 and restore most of the 1.4mm b/d not being produced at present to the market over the course of the following year. OPEC itself expects demand to increase 6mm b/d this year, somewhat above our expectation of 5.3mm b/d. Stronger demand could raise Brent prices above our average $63/bbl forecast for this year (Chart 7). Brent was trading above $71/bbl as we went to press. Base Metals: Bullish BHP declared operations at its Escondida and Spence mines were running at normal rates despite a strike by some 200 operations specialists. BHP is employing so-called substitute workers to conduct operation, according to reuters.com, which also reported separate unions at both mines are considering strike actions in the near future. Precious Metals: Bullish The Fed’s reluctance to increase nominal interest rates despite indications of higher inflation will reduce real rates, which will support higher gold prices (Chart 8). We agree with our colleagues at BCA Research's US Bond Strategy that the Fed is waiting for the US labor market to reach levels consistent with its assessment of maximum employment before it makes its initial rate hike in this interest-rate cycle. Subsequent rate changes, however, will be based on realized inflation and inflation expectations. In our opinion, the Fed is following this ultra-accommodative monetary policy approach to break the US liquidity trap, brought about by a rise in precautionary savings due to the pandemic. In addition, we continue to expect USD weakness, which also will support gold and precious metals prices. We remain long gold, expecting prices to clear $2,000/oz this year. Ags/Softs: Neutral Corn prices fell more than 2% Wednesday, following the release of USDA estimates showing 95% of the corn crop was planted by 31 May 2021, well over the 87% five-year average. This was in line with expectations. However, the Department's assessment that 76% of the crop was in good-to-excellent condition exceeded market expectations. Chart 7 By 2023 Brent Trades to $80/bbl By 2023 Brent Trades to $80/bbl Chart 8 Gold Prices Going Up Gold Prices Going Up Footnotes 1     Please see Trade Tables below. 2     Please see OPEC, Russia seen gaining more power with Shell Dutch ruling and EXCLUSIVE BlackRock backs 3 dissidents to shake up Exxon board -sources published by reuters.com June 1, 2021 and May 25, 2021. 3    Please see Chile's govt in shock loss as voters pick independents to draft constitution published by reuters.com May 17, 2021, and Peru’s elite in panic at prospect of hard-left victory in presidential election published by ft.com June 1, 2021.  Peru has seen significant capital flight on the back of these fears.  See also Results from Chile’s May 2021 elections published by IHS Markit May 21, 2021 re a higher likelihood of tax increases for the mining sector.  The risk of nationalization is de minimis, according to IHS. 4    Please see Exxon walks away from stake in deepwater Ghana block published by worldoil.com June 1, 2021. 5    Please see OPEC 2.0's Production Strategy In Focus, which we published on May 20, 2021, for a recap our how we model OPEC 2.0's strategy.  It is available at ces.bcaresearch.com. 6    Please see Will a lack of supply growth come back to bite the copper industry?, published by Wood Mackenzie on March 23, 2021. 7     Please see The Challenges and Prospects for Carbon Pricing in Europe published by the Oxford Institute for Energy Studies last month for a discussion of carbon taxes vs. emissions trading schemes.     Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Higher Inflation On The Way Higher Inflation On The Way

Dear Client, In lieu of our regular report next week, I will be holding a webcast with my colleague Dhaval Joshi to discuss the future of cryptocurrencies. Dhaval thinks the price of Bitcoin is going to $125,000. I agree with the last three digits of his price target. Please join us for a lively debate at 10am EDT on Friday, June 4th.  Best regards, Peter Berezin Chief Global Strategist Highlights Money growth has exploded in the US and to a lesser degree, in the other major developed economies. Not only has the monetary base increased, but this time around, broad money aggregates have also risen dramatically. In the US, M2 is up 30% since February 2020, the biggest 14-month jump on record.  The increase in US M2 has been largely driven by stimulus checks flooding into household bank accounts and increased precautionary savings by corporations. Fed asset purchases have also replaced private-sector holdings of Treasurys and MBS (which are not included in M2) with bank deposits and money market funds (which are included in M2). Bank lending has not accelerated in line with the sharp increase in broad money growth, however. After briefly jumping at the outset of the pandemic, US bank loans outstanding have been shrinking. The subdued pace of bank lending will mitigate inflationary pressures in the near term. However, inflation could still eventually rise in a sustained manner once the output gap disappears and the US economy begins to overheat. The decline in the Chinese credit impulse could weigh on metals prices over the coming months. As such, we are downgrading our 12-month view on bulk and base metals from bullish to neutral; longer term, we remain positive on them. Two new trades: As a tactical trade, go short the Global X Copper Miners ETF (COPX) versus the iShares Global Energy ETF (IXC). As a long-term trade, go long the December 2023 Eurodollar futures contract versus its March 2026 counterpart. Cranking Up The Printing Press Money growth has exploded in the US and to a lesser degree, in the other major developed economies. Chart 1 shows the evolution of base money and broad money (M2) in the US, euro area, UK, Japan, Canada, and Australia. As a reminder, the monetary base includes cash in circulation and commercial bank reserves held at the central bank. M2 excludes bank reserves but includes cash in circulation and money held in bank deposits and in money market funds (Table 1). Chart 1AMoney Growth Exploded During The Pandemic (I) Money Growth Exploded During The Pandemic (I) Money Growth Exploded During The Pandemic (I) Chart 1BMoney Growth Exploded During The Pandemic (II) Money Growth Exploded During The Pandemic (II) Money Growth Exploded During The Pandemic (II) Table 1Three Measures Of Money Supply Mo' Money Madness Mo' Money Madness Chart 2Record Money Growth In The US Record Money Growth In The US Record Money Growth In The US The chart reveals that the balance sheet response by the major central banks during the pandemic was even more aggressive than during the Global Financial Crisis (GFC). The Federal Reserve, for example, permitted base money to rise by nearly 10% of GDP between February and June of 2020. Base money in Canada and Australia more than doubled last year. Broad money growth also accelerated. US M2 growth peaked at 27% on a year-over-year basis in February 2021. As of April, M2 was 30% higher than in February 2020, the biggest 14-month increase on record (Chart 2).   A Fiscally-Driven, Fed-Abetted Monetary Expansion Chart 3Unlike Transfer Payments, Direct General Government Spending Barely Rose During The Pandemic Unlike Transfer Payments, Direct General Government Spending Barely Rose During The Pandemic Unlike Transfer Payments, Direct General Government Spending Barely Rose During The Pandemic What explains the surge in M2? To a large extent, the answer is “fiscal policy.” The US budget deficit ballooned from 5.7% of GDP in 2019 to 15.9% of GDP in 2020 and is set to clock in at 15.0% in 2021. Direct government spending on goods and services contributed very little to the increase in the budget deficit. Real federal government consumption and investment increased by only 5.8% between Q4 of 2019 and Q1 of 2021, while direct spending at the state and local level actually contracted (Chart 3). Rather, it was the surge in transfer payments to households, and to a lesser extent, businesses, that caused the budget deficit to soar. Chart 4Bank Deposits Have Increased Significantly Since The Pandemic Bank Deposits Have Increased Significantly Since The Pandemic Bank Deposits Have Increased Significantly Since The Pandemic Normally, when governments run budget deficits, they finance the red ink by selling debt to households and businesses. To use a simplified example, suppose the government gives Bob a stimulus check for $1000, which he deposits into his bank account. To finance the resulting increase in the budget deficit, the government then offers Bob a government bond for $1000 paying slightly more interest than his bank. Bob agrees to buy the bond, which brings his bank deposit back down to its original level. In the end, while Bob’s assets rise, the money supply does not increase since Bob’s government bond is not part of M2. In contrast, if the government sells the bond to the central bank, Bob’s bank balance will remain $1000 higher than before he received the stimulus check. In that case, M2 will increase. Over the course of the pandemic, not only did the Fed scoop up almost all newly-issued debt, but it bought the debt that the government had issued prior to the pandemic, along with other assets such as mortgage-backed securities (Chart 4). It was the combination of these asset purchases and decreased spending during the pandemic that pushed bank deposits up to record high levels.   Bank Credit: The Dog That Didn’t Bark What did commercial banks do with all the deposits they received? For the most part, the answer is nothing. They just parked the money at the Fed. Bank credit rose briefly at the outset of the pandemic as companies drew down their credit lines and obtained government-backed loans through the Paycheck Protection Program. However, credit outstanding then began to shrink as businesses shelved capex projects and households paid down their debts (Chart 5). Chart 5ASave For Companies Drawing On Credit Lines, Private-Sector Loans Shrank During The Pandemic (I) Save For Companies Drawing On Credit Lines, Private-Sector Loans Shrank During The Pandemic (I) Save For Companies Drawing On Credit Lines, Private-Sector Loans Shrank During The Pandemic (I) Chart 5BSave For Companies Drawing On Credit Lines, Private-Sector Loans Shrank During The Pandemic (II) Save For Companies Drawing On Credit Lines, Private-Sector Loans Shrank During The Pandemic (II) Save For Companies Drawing On Credit Lines, Private-Sector Loans Shrank During The Pandemic (II) Chart 6A Structural Trade: Long December 2023 Eurodollars Versus March 2026 Mo' Money Madness Mo' Money Madness In recent months, consumer credit has shown signs of stabilization, partly due to a rebound in auto lending. Our expectation is that overall US bank credit growth will turn positive later this year but will remain well below its pre-GFC pace. The subdued expansion in bank lending should help keep inflationary pressures in check. However, inflation could eventually rise significantly once the output gap disappears and the US economy begins to overheat. While this is not a major risk for the next 12-to-18 months, it is more of a concern over a 2-to-4 year horizon. With that in mind, we are going long the December 2023 Eurodollar contract (EDZ3) versus its March 2026 (EDH6) counterpart (Chart 6).The trade will benefit from our expectation that structurally, US inflation will be slow to rise, but when it does rise, it could do so in a meaningful way.   Falling Chinese Credit Impulse Could Temporarily Weigh On Metals Prices Total Social Financing, a broad measure of Chinese credit growth, slowed to 11.7% in April, down from a peak of 13.9% last October. The current pace of credit growth is broadly in line with nominal GDP growth. The authorities have made it clear that they want to stabilize the ratio of credit-to-GDP. Thus, further deliberate efforts to restrain credit formation are unlikely because if credit is expanding at the same rate as nominal GDP, the credit-to-GDP ratio will not change. Nevertheless, fine-tuning Chinese credit policy is no easy task. As such, there is a risk that credit growth will undershoot the government’s target. Moreover, even if credit growth does stabilize at current levels, the lagged effects from the earlier deceleration in credit growth could still weigh on economic activity over the coming months. China’s credit & fiscal impulse has rolled over (Chart 7).1 If history is any guide, this could reduce momentum in Chinese manufacturing activity. Given that China is a dominant consumer of metals, the price of bulk and base metals could also suffer. Ongoing efforts by the authorities to restrain “speculative” activity in Chinese commodity markets may further weigh on metals prices. Global metals prices tend to track the performance of Chinese cyclical stocks versus defensives (Chart 8). Chinese cyclicals have hooked down recently, which is a red flag for metals. Chart 7A Rollback In Chinese Stimulus Will Be A Headwind For Manufacturing And Metals A Rollback In Chinese Stimulus Will Be A Headwind For Manufacturing And Metals A Rollback In Chinese Stimulus Will Be A Headwind For Manufacturing And Metals Chart 8Chinese Cyclical Stocks Point To Softer Metals Prices Chinese Cyclical Stocks Point To Softer Metals Prices Chinese Cyclical Stocks Point To Softer Metals Prices With all that in mind, we are downgrading our 12-month view on bulk and base metals in the View Matrix at the end of this report from overweight to neutral. As a tactical trade, we are also recommending going short the Global X Copper Miners ETF (COPX) versus the iShares Global Energy ETF (IXC) (Chart 9). Unlike copper, oil demand is less sensitive to the vagaries of the Chinese economy. We expect to close the trade in 3-to-6 months. Chart 9A Tactical Trade: Short Metals/Long Energy A Tactical Trade: Short Metals/Long Energy A Tactical Trade: Short Metals/Long Energy Stay Positive On Metals Over A 5-To-10 Year Horizon Looking further out, we remain bullish on bulk and base metals. The shift to electric vehicles will boost demand for a variety of metals. For example, the typical EV contains about four times as much copper as a typical gasoline-powered vehicle. Chart 10China: A Lot Of Catch-Up Potential China: A Lot Of Catch-Up Potential China: A Lot Of Catch-Up Potential China will also continue to grow at a fairly fast pace. As Chart 10 illustrates, Chinese growth would still need to hit 6% in 2030 to keep output-per-worker on a path to converge with South Korea by the middle of the century. Admittedly, China’s investment-to-GDP ratio will fall over time as the country shifts to a more consumption-oriented economy. However, this will occur alongside an increase in China’s share of global GDP, which the IMF projects will rise from 18.3% in 2020 to 20.4% in 2026. China’s investment-to-GDP ratio currently stands at about 44%, double that of advanced economies. Even if China’s investment-to-GDP ratio were to decline, the global investment-to-GDP ratio could still increase as China’s weight in global GDP rises. Indeed, that is precisely what the IMF expects: The Fund projects a flat investment-to-GDP ratio in advanced economies over the next five years, a 1.8 percentage- point decline in China’s investment-to-GDP ratio, but nevertheless, a 0.4 percentage- point increase in the global investment-to-GDP ratio (Chart 11). Chart 11Globally, The Investment-To-GDP Ratio Could Increase As China's Share In Global GDP Rises Globally, The Investment-To-GDP Ratio Could Increase As China's Share In Global GDP Rises Globally, The Investment-To-GDP Ratio Could Increase As China's Share In Global GDP Rises Chart 12Looking Further Out, Higher Copper Prices Will Be Needed To Spur Mining Capex Looking Further Out, Higher Copper Prices Will Be Needed To Spur Mining Capex Looking Further Out, Higher Copper Prices Will Be Needed To Spur Mining Capex Meanwhile, investment in new mining capacity today is a fraction of its 2012 peak (Chart 12). All this suggests that any weakness in metals over the course of the next six months will set the stage for higher prices in the long run. Peter Berezin Chief Global Strategist pberezin@bcaresearch.com       Footnotes 1 Remember that the impulse measures the change in the fiscal and monetary stance. To the extent that credit growth in China rose last year while the budget deficit increased, this generated a large positive impulse. Thus, even if the budget deficit and credit growth were to remain at last year’s levels, the impulse would still fall to zero. In actuality, a decline in credit growth could push the impulse into negative territory. Global Investment Strategy View Matrix Mo' Money Madness Mo' Money Madness Special Trade Recommendations Mo' Money Madness Mo' Money Madness Current MacroQuant Model Scores Mo' Money Madness Mo' Money Madness

Highlights China's high-profile jawboning draws attention to tightness in metals markets, and raises the odds the State Reserve Board (SRB) will release some of its massive copper and aluminum stockpiles in the near future. Over the medium- to long-term, the lack of major new greenfield capex raises red flags for the IEA's ambitious low-carbon pathway released last week, which foresees the need for a dramatic increase in renewable energy output and a halt in future oil and gas investment to achieve net-zero emissions by 2050. Copper demand is expected to exceed mined supply by 2028, according to an analysis by S&P, which, in line with our view, also sees refined-copper consumption exceeding production this year (Chart of the Week). A constitution re-write in Chile and elections in Peru threaten to usher in higher taxes and royalties on mining in these metals producers, placing future capex at risk. Chile's state-owned Codelco, the largest copper producer in the world, fears a bill to limit mining near glaciers could put as much as 40% of its copper production at risk. We remain bullish copper and look to get long on politically induced sell-offs as the USD weakens. Feature Politicians are inserting themselves in the metals markets' supply-demand evolutions to a greater degree than in the past, which is complicating the short- and medium-term analysis of prices. This adds to an already-difficult process of assessing markets, given the opacity of metals fundamentals – particularly inventories, which are notoriously difficult to assess. Chinese Communist Party (CCP) jawboning of market participants in iron ore, steel, copper and aluminum markets over the past two weeks has weakened prices, but, with the exception of steel rebar futures in Shanghai – down ~ 17% from recent highs, and now trading at ~ 4911 RMB/MT –  the other markets remain close to records.  Benchmark 62% Fe iron ore at the port of Tianjin was trading ~ 4% lower at $211/MT, while copper and aluminum were trading ~ 5.5% and 6.5% off their recent records at $4.535/lb and $2,350/MT, respectively. In addition to copper, aluminum markets are particularly tight (Chart 2). Jawboning aside, if fundamentals continue to keep prices elevated – or if we see a new leg up – China's high-profile jawboning could presage a release by the State Reserve Board (SRB) of some of its massive copper and aluminum stockpiles in the near term. In the case of copper, market guesses on the size of this stockpile are ~ 2mm to 2.7mm MT. On the aluminum side, Bloomberg reported CCP officials were considering the release of 500k MT to quell the market's demand for the metal. Chart of the WeekContinue Tightening In Copper Expected Continue Tightening In Copper Expected Continue Tightening In Copper Expected Chart 2Aluminum Remains Tight Aluminum Remains Tight Aluminum Remains Tight Brownfield Development Not Sufficient Our balances assessments continue to indicate key base metals markets are tight and will remain so over the short term (2-3 years). Economies ex-China are entering their post-COVID-19 recovery phase. This will be followed by higher demand from renewable generation and grid build-outs that will put them in direct competition with China for scarce metals supplies for decades to come. Markets will continue to tighten. In the bellwether copper market, we expect this tightness to remain a persistent feature of the market over the medium term – 3 to 5 years out – given the dearth of new supply coming to market. Copper prices are highly correlated with the other base metals (Chart 3) – the coefficient of correlation with the other base metals making up the LME's metals index is ~ 0.86 post-GFC – and provide a useful indicator of systematic trends in these markets. Chart 3Copper Correlation With LME Index Ex-Copper Less Metal, More Jawboning Less Metal, More Jawboning Copper ore quality has been falling for years, as miners focused on brownfield development to extend the life of mines (Chart 4). In Chart 5, we show the ratio of capex (in billion USD) to ore quality increases when capex growth is expanding faster than ore quality, and decreases when capex weakens and/or ore quality degradation is increasing. Chart 4Copper Capex, Ore Quality Declines Less Metal, More Jawboning Less Metal, More Jawboning Chart 5Capex-to-Ore-Quality Decline Set Market Up For Higher Prices Less Metal, More Jawboning Less Metal, More Jawboning Falling prices over the 2012-19 interval coincide with copper ore quality remaining on a downward trend, likely the result of previous higher prices that set off the capex boom pre-GFC. The lower prices favored brownfield over greenfield development. Goehring and Rozencwajg found in their analysis of 24 mines, about 80% of gross new reserves booked between 2001-2014 were due not to new mine discoveries but to companies reclassifying what was once considered to be waste-rock into minable reserves, lowering the cut-off grade for development.1 This is consistent with the most recent datapoints in Chart 5, due to falling ore grade values, as companies inject less capex into their operations and use it to expand on brownfield projects. Higher prices will be needed to incentivize more greenfield projects. A new report from S&P Global Market Intelligence shows copper reserves in the ground are falling along with new discoveries.2 According to the S&P analysts, copper demand is expected to exceed mined supply by 2028, which, in line with our view, sees refined-copper consumption exceeding production this year. Renewables Push At Risk Just last week, the IEA produced an ambitious and narrow path for governments to collectively reach a net-zero emissions (NZE) goal by 2050.3 Among its many recommendations, the IEA singled out the overhaul of the global electric grid, which will be required to accommodate the massive renewable-generation buildout the agency forecasts will be needed to achieve its NZE goals. The IEA forecasts annual investment in transmission and distribution grids will need to increase from $260 billion to $820 billion p.a. by 2030. This is easier said than done. Consider the build-out of China's grid, which is the largest grid in the world. To become carbon neutral by 2060, per its stated goals, investment in China’s grid and associated infrastructure is expected to approach ~ $900 billion, maybe more, over the next 5 years.4 The world’s largest fossil-fuel importer is looking to pivot away from coal and plans to more than double solar and wind power capacity to 1200 GW by 2030. Weening China off coal and rebuilding its grid to achieve these goals will be a herculean lift. It comes as no surprise that IEA member states have pushed back on the agency's NZE-by-2050 plan. This primarily is because of its requirement to completely halt fossil-fuel exploration and spending on new projects. Japan and Australia have pushed back against this plan, citing energy security concerns. Officials from both countries have stated that they will continue developing fossil fuel projects, as a back-up to renewables. Japan has been falling behind on renewable electricity generation (Chart 6). Expensive renewables and the unpopularity of nuclear fuel could make it harder for the world’s fifth largest fossil fuels consumer to move away from fossil fuels. Around the same time the IEA released its report, Australia committed $464 million to build a new gas-fired power station as a backup to renewables. Chart 6Japan Will Continue Building Fossil-Fuel Back-Up Generation Japan Will Continue Building Fossil-Fuel Back-Up Generation Japan Will Continue Building Fossil-Fuel Back-Up Generation Just days after the IEA report was published, the G7 nations agreed to stop overseas coal financing. This could have devastating effects for emerging and developing nations‘ electricity grids which are highly dependent on coal. In 2020 70% and 60% of India and China’s electricity respectively were produced by coal (Chart 7).5 Chart 7EM Economies Remain Reliant On Coal-Fired Generation Less Metal, More Jawboning Less Metal, More Jawboning Near-Term Copper Supply Risks Rise Even though inventories appear to be rebuilding, mounting political risks keep us bullish copper (Chart 8). Lawmakers in Chile and Peru are in the process of re-writing their constitutions to, among other things, raise royalties and taxes on mining activities in their respective countries. This could usher in higher taxes and royalties on mining for these metals producers, placing future capex at risk. In addition, Chile's state-owned Codelco, the largest copper producer in the world, fears a bill to limit mining near glaciers could put as much as 40% of its copper production at risk.6 None of these events is certain to occur. Peruvian elections, for one thing, are too close to call at this point, and Chile has a history of pro-business government. However, these are non-trivial odds – i.e., greater than Russian roulette odds of 1:6 – and if any or all of these outcomes are realized, higher costs in copper and lithium prices would result, and miners would have to pass those costs on to buyers. Bottom Line: We remain bullish base metals, especially copper. Another leg up in copper would pull base metals higher with it. We would look to get long on politically induced sell-offs, particularly with the USD weakening, as expected Chart 8Global Copper Inventories Rebuilding But Still Down Y/Y Global Copper Inventories Rebuilding But Still Down Y/Y Global Copper Inventories Rebuilding But Still Down Y/Y   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com     Commodities Round-Up Energy: Bullish Next Tuesday's OPEC 2.0 meeting appears to be a fairly staid affair, with little of the drama attending previous gatherings. Russian minister Novak observed the coalition would be jointly "calculating the balances" when it meets, taking into account the likely official return of Iran as an exporter, according to reuters.com. We expect a mid-year deal on allowing Iran to return to resume exports under the nuclear deal abrogated by the Trump administration in 2019, and reckon Iran has ~ 1.5mm b/d of production it can bring back on line, which likely would return its crude oil production to something above 3.8mm b/d by year-end. We are maintaining our forecast for Brent to average $64.45/bbl in 2H21; $75 and $78/bbl, in 2022 and 2023, respectively. By end 2023, prices trade to $80/bbl. Our forecast is premised on a wider global recovery going into 2H21, and continued production discipline from OPEC 2.0 (Chart 9). Base Metals: Bullish Our stop-losses was elected on our long Dec21 copper position on May 21, which means we closed the position with 48.2% return. The stop loss on our long 2022 vs short 2023 COMEX copper futures backwardation recommendation also was elected on May 20, leaving us with a return of 305%. We will be looking for an opportunity to re-establish these positions. Precious Metals: Bullish We expect the collapse in bitcoin prices, the US Fed’s decision to not raise interest rates, and a weakening US dollar to keep gold prices well bid (Chart 10). China’s ban on cryptocurrency services and Musk’s acknowledgment of the energy intensity of Bitcoin mining sent Bitcoin prices crashing. The Fed’s decision to keep interest rates constant, despite rising inflation and inflation expectations will reduce the opportunity cost of holding gold. According to our colleagues at USBS, the Fed will make its first interest rate hike only after the US economy has reached "maximum employment". The Job Openings and Labor Turnover Survey reported that job openings rose nearly 8% in March to 8.1 million jobs, however, overall hiring was little changed, rising by less than 4% to 6 million. As prices in the US rise and the dollar depreciates, gold will be favored as a store of value. On the back of these factors, we expect gold to hit $2,000/oz. Ags/Softs: Neutral Corn futures were trading close to 20% below recent highs earlier in the week at ~ $6.27/bu, on the back of much faster-than-expected plantings. Chart 9 Brent Prices Going Up Brent Prices Going Up Chart 10 US Dollar To Keep Gold Prices Well Bid US Dollar To Keep Gold Prices Well Bid     Footnotes 1     Please refer to Goehring & Rozencwajg’s Q1 2021 market commentary. 2     Please see Copper cupboard remains bare as discoveries dwindle — S&P study published by mining.com 20 May 2021. 3    Please see Net Zero by 2050 – A Roadmap for the Global Energy Sector, published by the IEA. 4    Please see China’s climate goal: Overhauling its electricity grid, published by Aljazeera.  5    We discuss this in detail in Surging Metals Prices And The Case For Carbon-Capture published 13 May 2021, and Renewables ESG Risks Grow With Demand, which was published 29 April 2021.  Both are available at ces.bcaresearch.com. 6    Please see A game of chicken is clouding tax debate in top copper nation, Fujimori looks to speed up projects to tap copper riches in Peru and Codelco says 40% of its copper output at risk if glacier bill passes published by mining.com 24, 23 and 20 May 2021, respectively.    Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Higher Inflation On The Way Higher Inflation On The Way

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

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

Highlights US natural gas prices will remain well supported over the April-October injection season, as the global economic expansion gains traction, particularly in Europe, which also is refilling depleted storage levels. China's natgas demand is expected to rise more than 8% yoy, and EM Asia consumption also will be robust, which will revive US liquified natural gas (LNG) exports. Exports of US light-sweet crude into the North Sea Brent pricing pool – currently accounting for close to half the physical supply underpinning the global oil-price benchmark – also will increase over the course of the year, particularly in the summer, when maintenance will markedly reduce the physical supply of crudes making up the Brent index. At the margin, coal demand will increase in the US, as industrial natgas demand and LNG exports incentivize electric generators to favor coal. Higher-than-expected summer temperatures in the US also would boost coal demand.  This will be tempered somewhat in Europe, where carbon-emissions rights traded through €50/MT for the first time this week on the EU's Emission Trading System (ETA). We expect US LNG and oil exports to revive this year (Chart of the Week) and remain long natgas in 1Q22. Feature The importance of US LNG and crude oil exports out of the US Gulf to the global economy is only now becoming apparent. As demand for these fossil fuels grows and the supply side continues to confront a highly uncertain risk-reward tradeoff, their importance will only grow. In natgas markets, US LNG cargoes out of the US Gulf balanced demand coming from Asia and Europe this past winter, which was sharply colder than expected and stretched supply chains globally. As a widening economic recovery from the COVID-19 pandemic spurs industrial, residential and commercial demand, and inventories in Europe and Asia are re-built in preparation for next winter, US LNG exports will be called upon to meet increasing demand, particularly since they are priced attractively vs regional importing benchmarks, with differentials vs the US presently $4+/MMBtu vs Europe and $5+/MMBtu vs Asia (Chart 2).1 Chart of the WeekUS LNG, Oil Export Growth Will Rebound US LNG, Oil Export Growth Will Rebound US LNG, Oil Export Growth Will Rebound Chart 2Lower US Natgas Prices Encourage LNG Exports Importance Of US Gas, Oil Exports Increases Daily Importance Of US Gas, Oil Exports Increases Daily In oil markets, an ongoing kerfuffle in the pricing of Brent Blend brought about by falling North Sea crude oil production makes American light-sweet crude oil exports from the Gulf (i.e., WTI produced mostly in the Permian Basin) account for almost half of the physical supplies in this critical benchmark-pricing market.2 US LNG Exports Will Increase US natural gas prices will remain well supported as the global economic expansion gains traction, and the US and Europe open the April-October injection season well bid (Chart 3). US inventories are expected to end the Apr-Oct injection season at just over 3.7 TCF according to the EIA, very close to where they ended the 2020 injection season. Chart 3US, Europe Rebuild Storage Importance Of US Gas, Oil Exports Increases Daily Importance Of US Gas, Oil Exports Increases Daily Higher US LNG exports, industrial, commercial and residential demand will be offset by lower consumption from electric generators this year, netting to a slight decline in overall demand. The EIA expects generators to take advantage of lower generating costs to be had burning coal to produce electricity, a view we share given the current differentials in the forward curves for each fuel (Chart 4).3 On the supply side, the EIA's expecting output to remain unchanged from last year at just under 91.5 BCF/d in 2021. Higher LNG exports, even as generator demand is falling, pushes prices higher this year – averaging $3.04/MMBtu this year – which leads to a slight increase in output in 2022. For our part, we continue to expect higher prices during the November-March heating season than currently are clearing the market and remain long 1Q22 $3.50/MMBtu calls vs. short $3.75/MMbtu calls. As of Tuesday night, when we mark to market, this position was up 20.8% since inception on 8 April 2021. Chart 4Lower Prices Will Favour Increased Coal Demand Lower Prices Will Favour Increased Coal Demand Lower Prices Will Favour Increased Coal Demand Natgas demand could surprise on the upside during the injection season if air-conditioning demand comes in stronger than expected and production remains essentially unchanged this year. This could reduce LNG exports and slow the rate of inventory refill in the US, which could further advantage coal as a burner fuel for generators in the US. The US National Weather Service's Climate Prediction Center expects above-average temperatures for most of the US population centers this summer (Chart 5). This could become a semi-permanent feature of the market if current temperature trends persist (Chart 6). Based on analyses’ run by the NOAA's National Centers for Environmental Information, 2021 "is very likely to rank among the ten warmest years on record," with lower (6%) odds of ranking in the top five hottest years on record.4 Chart 5Odds Of Hotter Summer Rising Importance Of US Gas, Oil Exports Increases Daily Importance Of US Gas, Oil Exports Increases Daily Chart 6Higher Global Temperatures Could Become A Recurring Phenomenon Importance Of US Gas, Oil Exports Increases Daily Importance Of US Gas, Oil Exports Increases Daily The Crude Kerfuffle As the Chart of the Week shows, US exports of light-sweet crude oil peaked at ~ 3.7mm b/d in February 2020, just before the COVID-19 pandemic hit the world full force. Exports out of the US Gulf – i.e., WTI priced against the Midland, TX, gathering hub – accounted for ~ 95% of these volumes. With exports currently running ~ 2.5mm b/d, more than 1mm b/d of readily available export capacity remains in place. Additional volumes will be developed as dredging of the Corpus Christi, TX, progresses. While the surge in US crude oil production has subsided in the wake of the pandemic, it most likely will revive as the markets return to normal operating procedure, additional dredging operations are completed, and storage facilities are built out.5 Existing and additional export capacity of the US's light-sweet crude could not arrive at a more opportune time for the Brent market, which remains in a state of uncertainty as to whether markets will have to adjust to CIF contracts or a work-around to the existing FOB pricing regime, which can be augmented to accommodate increasing WTI volumes.6 This will have to be sorted, as this is the future of the market's most important pricing index (Chart 7). The buildout in crude-oil exporting capacity – and natgas LNG exporting capacity, for that matter – ideally accommodates shale-oil- and -gas assets, which can be ramped up quickly to meet demand, and ramped down quickly as demand falters. The quick payback – 2 to 3 years – on these investments allow the producers to expand and contract output without the massive risks longer-lived conventional assets impose. As OPEC 2.0's spare capacity is returned to the market, this will be a welcome feature of a market that most likely will require oil and gas supplies for decades, despite the uncertainty attending oil-and-gas capex during the transition to a low-carbon energy future. Chart 7Permian Replaces North Sea Losses Permian Replaces North Sea Losses Permian Replaces North Sea Losses Bottom Line: As the future of hydrocarbons evolves, the LNG and crude oil exported from the US Gulf will occupy an increasingly important role in these markets. Oil and gas producers are making capex decisions under increasingly uncertain conditions, which favor exactly the type of resources that have propelled the US to the position of the world's largest producer of these fuels – i.e., shale-oil and -gas. Production from these resources can be ramped up and down quickly as prices dictate, and have quick paybacks (2-3 years), which means capital is not tied up for decades as a return is earned.7   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com   Commodities Round-Up Energy: Bullish OPEC 2.0 begins returning 2mm b/d to the market this month, expecting to be done by July. Half of these volumes are accounted for by Saudi Arabia, which voluntarily cut output by 1mm b/d earlier in the year to help balance the market. In line with our maintained hypothesis that OPEC 2.0 prefers prices inside the $60-$70/bbl price band, we expect the return of curtailed production to be front-loaded so as to bring prices down from current levels approaching $70/bbl for Brent (Chart 8). If, as we expect, demand recovers sooner than expected as Europe leans into its vaccination program, additional barrels will be returned to the market to get prices closer to a $60-$65/bbl range. Base Metals: Bullish The International Copper Study Group (ICSG) forecast copper mine production will increase by ~ 3.5% in 2021 and 3.7% in 2022, after adjusting for historical disruption factors. This forecasted increase – after three years of flat mined production growth – is due to a ramp-up of recently commissioned and new copper mines becoming operational in 2021. An improvement in the pandemic situation by 2022 will also boost mined copper production, according to the ICSG. 2020 production remained flat as recoveries in production in some countries due to constrained output in 2019 balanced the negative impacts of the pandemic in others. In Chile, the largest copper producer, state-owned Codelco and Collahuasi reported strong results in March. However, this was countered by a continued downturn at BHP’s Escondida. The world’s largest copper mine saw a drop in production for the eighth consecutive month. This mixed output resulted in a decline in total production of 1.2% year-on-year in March. Precious Metals: Bullish COMEX palladium touched a record high during intraday trading on Tuesday, reaching $3,019/oz due to continued tight market conditions (Chart 9). On the supply side, Nornickel is recovering from flooded mines, which occurred in February. By mid-April, one of the two affected mines was operating at 60% capacity; however, the company's other mine is only expected to come back online by early June. On the demand side, strength in US vehicle sales and a global economic recovery from the pandemic buoyed the metal used in catalytic converters. Palladium prices closed at $2,981.60/oz on Tuesday. Ags/Softs: Neutral Corn again traded above $7/bu earlier in the week on the back of drought-like dry weather conditions in Brazil's principal growing regions and surging US exports, according to Farm Futures. Chart 8 Brent Prices Going Up Brent Prices Going Up Chart 9 Palladium Prices Going Up Palladium Prices Going Up   Footnotes 1     Stronger demand from China – where consumption is expected to rise more than 8% yoy – and EM Asia will continue to support LNG demand through the year.  S&P Global Platts Analytics expects Chinese natural gas demand to reach 12,713 Bcf in 2021, up 8.4% from the previous year.  Chinese national oil company Sinopec is slightly more conservative in its outlook, expecting gas demand of ~ 12,006-12,184 Bcf in 2021, up 6-8% from 2020.  China’s average annual increase in natural gas demand is expected to exceed 716 Bcf in the 14th FYP and reach 15,185 Bcf in 2025. 2     Please see CIF Brent Benchmark? published 3 March 2021 by the Oxford Institute for Energy Studies for a discussion. 3    In Chart 3, we plot a rough measure of coal- vs natgas-fired generation economics for these fuels based on their average operating heat rates published by the EIA. We would note that a carbon tax would erase much of the benefit accruing to coal at this point in time. 4    Please see NOAA's Global Climate Report - March 2021. 5    Please see Low Rider - Corpus Christi's Ship Channel Dredging Will Streamline Crude Oil Exports published by RBN Energy 3 May 2021. 6    The OIES analysis cited above concludes, "… the volumes of the FOB deliverable crudes are diminishing and some change, bolstering the contract is certainly needed. The most likely compromise is to retain the existing FOB Brent with an inclusion of CIF WTI Midland assessment, netted back to an FOB equivalent North Sea value."  We agree with this assessment.  Please see CIF Brent Benchmark? published 3 March 2021 by the Oxford Institute for Energy Studies, p. 8. 7     Please see Is shale activity actually profitable? Size matters, says Rystad published 7 February 2019.   Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Higher Inflation On The Way Higher Inflation On The Way

Highlights Sweden’s economic recovery is robust and will deepen. Policy is accommodative. Very few advanced economies will benefit as much from the global economic rebound. The labor market will tighten, capacity utilization will increase, and inflation will rise faster than the Riksbank forecasts. On a one- to two-year investment horizon, the SEK is a buy against both the USD and the EUR. Despite their pronounced outperformance, Swedish stocks possess significantly more upside against both Eurozone and US equities over the remainder of the cycle. Swedish industrials will beat their competitors in both these markets. Nonetheless, China’s policy tightening creates a meaningful tactical risk, which selling Norwegian stocks can hedge. Italy’s fiscal plan constitutes a new salvo in Europe’s efforts to avoid last decade’s mistakes. Feature Last week, the Swedish Riksbank did not follow in the footsteps of the Norges Bank. The Swedish central bank acknowledged that the economy is performing better than anticipated and that the housing market is gaining in strength; yet, it refrained from hinting at any forthcoming adjustment to its policy rate or the pace of its asset purchase program. The positive outlook for the Swedish economy will force the Riksbank to tighten policy significantly before the ECB. As a result, we expect the Swedish Krona to outperform the euro and the US dollar. Moreover, investors should continue to overweight Swedish equities due to their large exposure to industrials and financials, even if they have already significantly outperformed the Euro Area. Sweden’s Economic Outlook The Swedish economy will accelerate, which will put pressure on resource utilization and fan inflationary risk in the years ahead. The degree of stimulus supporting Sweden is consequential. Chart 1A Dual Labor Market A Dual Labor Market A Dual Labor Market On the fiscal front, the government support measures that have been announced since the beginning of the COVID-19 crisis currently amount to SEK420bn, or SEK197bn for 2020 (4% of GDP), and SEK223bn for 2021 (4.5% of GDP). Moreover, generous labor market protection and part-time employment schemes meant that the number of employees in permanent employment contracts remained stable during the pandemic (Chart 1). Thus, the bulk of the rise in Swedish unemployment came from workers on fixed-term contracts. Monetary policy remains very accommodative as well. The Riksbank left its repo rate unchanged at 0% through the crisis, but cut its lending rate from 0.75% to 0.1%. More importantly, the Swedish central bank is aggressively injecting liquidity into the economy. It set up a SEK500bn funding-for-lending facility in order to incentivize bank lending to the nonfinancial private sector, and started a SEK700bn QE program, which as of Q1 2021 had purchased SEK380bn securities and which will purchase another SEK120bn in Q2, with covered bonds issued by banks accounting for 70% of it. As a result, the amount of securities held on the Riksbank balance sheet will nearly triple by year end (Chart 2). Chart 2The Riksbank Is Open For Business Take A Chance On Sweden Take A Chance On Sweden Beyond the monetary and fiscal stimulus, many factors point to greater economic strength for Sweden. Despite a slow start to the process, as of last week, nearly 30% of the Swedish population had received at least one vaccine dose, which is broadly in line with vaccination rates prevalent in France or Germany. Crucially, the pace of vaccination is accelerating at a rate of 13% per week. Even if this second derivative slows, more than 70% of the population will have received at least one dose by this summer. Thus, greater mobility is in the cards during the second quarter, which will boost household spending. Chart 3The Wealth Effect The Wealth Effect The Wealth Effect The housing market also favors a pick-up in consumption. The HOX housing price index is growing at a 15% annual rate, its fastest expansion in over 5 years. As a result of the wealth effect, this rapid appreciation is consistent with a swift improvement in the growth rate of household expenditures (Chart 3). Moreover, spending on durable goods now stands 1.3% above its pre-pandemic levels, while spending on non-durables is back to pre-pandemic levels. This context suggests that increased mobility translates into greater spending. The industrial sector remains a particularly bright spot in the Swedish economy. Sweden is extremely sensitive to the global industrial and trade cycle, because exports represent 45% of GDP. Moreover, the highly cyclical intermediate and capital goods comprise 56% of the country’s foreign shipments, which accentuates the beta of the Swedish economy. BCA Research remains optimistic about the global industrial cycle. Sweden will reap a significant dividend. Already the Swedish PMI points to stronger industrial production, and the index’s exports component is roaring ahead (Chart 4). The potential for a greater uptake in consumption, capex, and durable goods spending in the rest of the EU (Sweden’s largest trading partner) bodes well for the Swedish manufacturing sector. Additionally, if the collapse in the US inventory-to-sales ratio is any indication for the rest of the world, a global restocking cycle is forthcoming, which will further boost Swedish industrial activity (Chart 4, bottom panels). Finally, global public infrastructure plans are on the rise, which will also help Sweden. Chart 4Sweden Is well Placed Sweden Is well Placed Sweden Is well Placed Chart 5Brightening Labor Market Prospects Brightening Labor Market Prospects Brightening Labor Market Prospects In this context, the Swedish labor market should tighten significantly in the approaching quarters. Already, job vacancies are rebounding, and redundancy notices have normalized, which matches both the GDP growth surprise in Q1 and the continued rise in the NIER Sweden Economic Tendency Indicator. Furthermore, the employment component of the PMIs stands at 58.9 and is consistent with a sharp improvement in job growth over the coming year (Chart 5). The expected labor market growth will contribute to an increase in capacity utilization, which will place upward pressure on wages and inflation. When the 12-month moving average of US and Eurozone imports rises, so does the Riksbank Resource Utilization Indicator, because global trade has such a pronounced effect on the Swedish economy (Chart 6). Meanwhile, greater resource utilization leads to accelerated inflation, greater labor shortages, and rising unit labor costs (Chart 7).  Chart 6CAPU Will Rise CAPU Will Rise CAPU Will Rise Chart 7The Coming Pressure Buildup The Coming Pressure Buildup The Coming Pressure Buildup Bottom Line: As a result of generous stimulus and the global economic recovery, the Swedish economy is set to continue its rebound. Consequently, employment and capacity utilization will improve meaningfully, which will lead to a resurgence of inflation and wages in the coming 24 months. Investment Implications On a 12 to 24 months horizon, we remain positive on the Swedish krona and Swedish equities. Fixed Income And FX Chart 8Three Hikes By 2025 Three Hikes By 2025 Three Hikes By 2025 The backend of the Swedish OIS curve only discounts 75bps of hikes by 2025. This pricing is too modest (Chart 8). The Swedish economy will rebound further as the vaccination campaign advances, and rising house prices and household indebtedness will fan growing long-term risk to financial stability, both of which suggest that the Riksbank will have to change its tack in 2022. The great likelihood that the Fed will start tapering off its asset purchase toward the end this year, that the ECB will follow sometime in 2022, and that the Norges Bank will be increasing interest rates next year will give more leeway to the Swedish central bank. A wider Sweden/Germany 10-year government bond spread is not an appealing vehicle to play a more hawkish Riksbank down the road. This spread hit a 23-year high in March and now rests at 62bps or its 98th percentile since 2000. Moreover, the terminal rate proxy embedded in the German money market curve is currently so low that the spread between Sweden’s and the Eurozone’s terminal rate proxy stands near a record high. Hence, German yields already embed much more pessimism than Swedish ones. Nonetheless, BCA recommends a below benchmark duration exposure within the Swedish fixed-income space, as we do for other government bond markets around the world.1 A bullish bias toward the SEK is a bet on the Riksbank that offers a very appealing risk/reward ratio, according to BCA Research’s Foreign Exchange Strategy strategists.2 The krona is very cheap against both the euro and the US dollar, trading at 9% and 29% discounts to purchasing power parity, respectively. Moreover, the Swedish current account stands at 5.2% of GDP, compared to 2.3% and -3.1% for the Euro Area and the US, creating a natural underpinning under the SEK. Chart 9The SEK Loves Growth The SEK Loves Growth The SEK Loves Growth Over the coming 12 to 24 months, cyclical forces favor selling EUR/SEK and USD/SEK on any strength. The SEK is one of the most cyclical G-10 currencies and has one of the strongest sensitivities to the US dollar. Hence, our positive global economic outlook and our FX strategists negative view on the greenback are synonymous with a weak USD/SEK. These same factors also mean that the krona will appreciate more than the euro, as the negative correlation between EUR/SEK and our Boom/Bust Indicator and global earnings growth illustrate (Chart 9). Equities We also like Swedish equities, but the state of the Swedish economy and the evolution of the Riksbank policy surprise have a limited impact on Swedish equities. The Swedish bourse is mostly about the evolution of the global business cycle. The Swedish benchmark heightened sensitivity to the global business cycle reflects its massive overweight in deep cyclicals, with industrials, financials, consumer discretionary, and materials accounting for 38.4%, 26.1%, 9.7% and 3.7% of the MSCI index respectively, or 78% altogether (Table 1). As a result, BCA’s preference for global cyclicals at the expense of defensives and this publication’s fondness for the recovery laggards like the industrial and financial sectors automatically translate into a favorable bias toward Sweden’s stocks.3 Table 1Mamma Mia! That’s A Lot Of Cyclicals Take A Chance On Sweden Take A Chance On Sweden Valuations offer a more complex picture, but they do not diminish our predilection for Sweden. Swedish equities trade at a discount to US stocks but at a premium to Euro Area ones (Chart 10). However, Swedish stocks offer higher RoEs and profit margins than both the US and the Euro Area, while also sporting lower leverage (Chart 11). Thus, their valuation premium to Euro Area stocks is warranted and their discount to US ones is excessive, especially when rising yields hurt the relative performance of the growth stocks that dominate US indexes. Chart 10Swedish Discounts And Premia Swedish Discounts And Premia Swedish Discounts And Premia Chart 11Profitable Sweden Profitable Sweden Profitable Sweden The outlook for Swedish earnings is appealing, both in absolute and relative terms. The Swedish market’s extreme sensitivity to global economic activity means that Sweden’s EPS increase and beat US profits when the Riksbank Resource Utilization Indicator expands (Chart 12). These relationships are artefacts of the Swedish economy’s pro-cyclicality, which causes capacity utilization to interweave tightly with the global business cycle (Chart 6). Chart 12The Winner Takes It All The Winner Takes It All The Winner Takes It All Chart 13Better Capex Play Than You Better Capex Play Than You Better Capex Play Than You Global capex and infrastructure spending favor Swedish equities compared to Euro Area ones. Over the past thirty years, Sweden’s stocks have outperformed those of the Eurozone when capital goods orders in the advanced economies have expanded (Chart 13). This reflects the Swedish benchmark’s large overweight in industrials, a sector that is the prime beneficiary of global capex. Capital goods orders are recovering well, and their growth rate can climb higher, especially as western multinationals announce capex plans and as governments from the US to Italy intend to ramp up infrastructure spending. Moreover, the large pent-up demand for durable goods in the Eurozone further enhances the potential of industrial firms, and thus, of Swedish equities.4  Chart 14Another Sign Of Pro-Cyclicality Another Sign Of Pro-Cyclicality Another Sign Of Pro-Cyclicality BCA Research’s positive cyclical stance on commodities offers another reason to overweight Sweden’s market relative to that of the US and the Euro Area. Our Commodity and Energy Strategy sister service anticipates significant further upside for natural resources, especially base metals, over the remainder of the business cycle.5 Commodity prices still have room to rally, because demand will grow as the global economy continues to recover and because the supply of natural resources has been constrained by a decade of low investment. As a result, rising metal prices will symptomatize strong economic activity around the world and will incentivize capex in commodity extraction, both of which will boost the revenue of industrial firms. Furthermore, commodity price inflation often corresponds with rising yields, which boosts financials as well. These relationships explain the Swedish stocks’ outperformance of US and Eurozone stocks, when natural resource prices rally, despite the former’s low exposure to materials (Chart 14). At the sector level, the appeal of Swedish industrials relative to those of the Eurozone and the US completes the rationale to favor Swedish equities in a global portfolio. Swedish industrials are just as profitable as US ones and are more so than Euro Area ones, while having significantly lower leverage than either of them (Chart 15). Additionally, for the past two years, the EPS growth of Swedish industrials has bested that of US and Eurozone ones. Yet, their forward P/E ratio trades in line with the US and the Euro Area, while the sell-side’s long-term relative earnings growth estimate is too depressed (Chart 16). The same observations are valid when comparing Swedish industrials to French or German ones. Hence, in the context of a global business cycle upswing, buying Swedish industrials while selling their US and Euro Area competitors is an appealing pair trade, especially since it also involves short USD/SEK and short EUR/SEK bets. Chart 15Attractive Swedish Industrials... Attractive Swedish Industrials... Attractive Swedish Industrials... Chart 16...And Not Expensive ...And Not Expensive ...And Not Expensive Despite our optimism toward Swedish stocks on a 12 to 24 months basis, investors must hedge a near-term risk. Chinese authorities are aiming to contain financial excesses and trying to restrain credit growth. As we showed four weeks ago, China’s excess reserve ratio is contracting, which points toward a slowdown in the Chinese credit impulse.6 Historically, such a development can hurt global cyclicals, and thus, also Swedish equities. However, BCA Research’s China strategists believe that Beijing will not kill off the Chinese business cycle; thus, the recent disappointment in the Chinese PMI is transitory.7   Chart 17Industrials vs Materials: Europe vs China Industrials vs Materials: Europe vs China Industrials vs Materials: Europe vs China Materials more than industrials will suffer the brunt of a China slowdown, as the re-opening trade and capex cycle among advanced economies will create a buffer for the latter. Indeed, the performance of global industrials relative to materials stocks correlates with the evolution of the spread between the Euro Area and Chinese PMI (Chart 17). Thus, we recommend selling Norwegian equities to hedge the tactical risk inherent in an overweight on Sweden. As Table 1 above shows, Norway overweighs materials and energy (two sectors greatly exposed to China), hence, a temporary pullback in commodity prices should hurt Norwegian stocks more than Swedish ones. Bottom Line: The SEK is an inexpensive and attractive vehicle to bet on both the global business cycle strength and the Swedish economic recovery. Thus, investors should use any rebound in EUR/SEK and USD/SEK to sell these pairs. Moreover, Swedish stocks greatly overweight cyclical sectors, particularly industrials and materials. This sectoral profile renders Swedish equities as attractive bets on the global economy. Additionally, Swedish shares display alluring operating metrics. As a result, we recommend investors go long Swedish industrials relative to those of the US and Euro Area. They should also overweight Swedish equities against the US and the Eurozone. Consequent to some China-related tactical risks, an underweight stance on Norwegian stocks constitutes an attractive hedge to this Swedish exposure. A Few Words On Italy’s National Recovery And Resilience Plan Mario Draghi’s plan to revive the Italian economy, announced last week, is an important marker of Europe’s changing relationship with fiscal policy. Last decade, excessive austerity contributed to subpar growth, ultimately firing up concerns about debt sustainability in many peripheral economies, and fueled risk premia in Italy and Spain. Under the cover of the current crisis, and in the face of the changing political winds in Brussel and Berlin where fiscal rectitude is not the mantra it once was, national European governments are beginning to propose ambitious fiscal stimulus plans. The National Recovery and Resilience program illustrates these dynamics. The EUR248bn plan is a testament to the importance of the NGEU recovery program as well as the REACT EU recovery fund. Through these facilities, the EU will contribute EUR191.5bn to the fiscal plan via grants and loans. Italy will contribute the remainder of the funds. While the total amount disbursed over the next six years corresponds to 14% of Italy’s 2019 GDP, the Draghi government estimates that the program will add 3.2 percentage points to GDP between 2024 and 2026. Importantly, markets are not rebelling. Despite expectations that Italy would continue to run an accommodative fiscal policy, the BTP/Bund spreads remain stable. We can expect this trend of greater stimulus to be mimicked around the EU. Spain is another large recipient of the NGEU program, and it too is likely to increase stimulus beyond what the EU will fund. France will hold an election in May 2022, and President Macron has all the incentives to stimulate the economy between now and then. If, as we wrote last week, Germany shifts to the left in September, then this outcome will be guaranteed. Bottom Line: The Draghi plan is the first salvo of greater fiscal stimulus in the EU. This trend will help Eurozone growth improve relative to the US over the coming few years. Despite a loose fiscal policy, BTPs and other peripheral bonds will continue to outperform on the back of declining risk premia.   Mathieu Savary, Chief European Investment Strategist Mathieu@bcaresearch.com   Footnotes 1Please see Global Fixed Income Strategy “GFIS Model Bond Portfolio Q1/2021 Performance Review & Current Allocations: Grand Reopening,” dated April 6, 2021, available at gfis.bcaresearch.com 2Please see Foreign Exchange Strategy “2021 Key Views: Tradeable Themes,” dated December 4, 2020, available at fes.bcaresearch.com 3Please see European Investment Strategy “Summer Of ‘21,” dated March 22, 2021, available at eis.bcaresearch.com 4Please see European Investment Strategy “Winds Of Change: Germany Goes Green,” dated April 23, 2021, available at eis.bcaresearch.com 5Please see Commodity & Energy Strategy “Industrial Commodities Super-Cycle Or Bull Market?” dated March 4, 2021, available at ces.bcaresearch.com 6Please see European Investment Strategy “The Euro Dance: One Step Back, Two Steps Forward,” dated March 29, 2021, available at eis.bcaresearch.com 7Please see China Investment Strategy “National People’s Congress Sets Tone For 2021 Growth,” dated March 17, 2021, available at cis.bcaresearch.com Cyclical Recommendations Structural Recommendations Currency Performance Take A Chance On Sweden Take A Chance On Sweden Fixed Income Performance Government Bonds Take A Chance On Sweden Take A Chance On Sweden Corporate Bonds Take A Chance On Sweden Take A Chance On Sweden Equity Performance Major Stock Indices Take A Chance On Sweden Take A Chance On Sweden Geographic Performance Take A Chance On Sweden Take A Chance On Sweden Sector Performance Take A Chance On Sweden Take A Chance On Sweden Closed Trades

Highlights Rising CO2 emissions on the back of stronger global energy growth this year will keep energy markets focused on expanding ESG risks in the buildout of renewable generation via metals mining (Chart of the Week).   EM energy demand is expected to grow 3.4% this year vs. 2019 levels and will account for ~ 70% of global energy demand growth.  Demand in DM economies will fall 3% this year vs 2019 levels.  Overall, global demand is expected to recover all the ground lost to the COVID-19 pandemic, according to the IEA.  Rising energy demand will be met by higher fossil-fuel use, with coal demand increasing by more than total renewables generation this year and accounting for more than half of global energy demand growth. Demand for renewable power will increase by 8,300 TWh (8%) this year, the largest y/y increase recorded by the IEA.  As renewables generation is built out, demand for bulks (iron ore and steel) and base metals will increase.1  Building that new energy supply will contribute to rising CO2, particularly in the renewables' supply chains. Feature Energy demand will recover much of the ground lost to the COVID-19 pandemic last year, according to the IEA.2 Most of this is down to successful rollouts of vaccination programs in systemically important economies – e.g., China, the US and the UK – and the massive fiscal and monetary stimulus deployed to carry the global economy through the pandemic. The risk of further lockdowns and uncontrolled spread of variants of the virus remains high, but, at present, progress continues to be made and wider vaccine distribution can be expected. The IEA expects a global recovery in energy demand of 4.6% this year, which will put total demand at ~ 0.5% above 2019 levels. The global rebound will be led by EM economies, where demand is expected to grow 3.4% this year vs. 2019 levels and will account for ~ 70% of global energy demand growth. Energy demand in DM economies will fall 3% this year vs 2019 levels. Overall, global demand is expected to recover all the ground lost to the COVID-19 pandemic, according to the IEA. Chart of the WeekGlobal CO2 Emissions Will Rebound Post-COVID-19 Global CO2 Emissions Will Rebound Post-COVID-19 Global CO2 Emissions Will Rebound Post-COVID-19 Coal demand will lead the rebound in fossil-fuel use, which is expected to account for more than total renewables demand globally this year, covering more than half of global energy demand growth. This will push CO2 emissions up by 5% this year. Asia coal demand – led by China's and India's world-leading coal-plant buildout over the past 20 years – will account for 80% of world demand (Chart 2). Chart 2China, India Lead Coal-Fired Generation Buildout China, India Lead Coal-Fired Generation Buildout China, India Lead Coal-Fired Generation Buildout Demand for renewable power will post its biggest year-on-year gain on record, increasing by 8,300 TWh (8%) this year. This increase comes at the back of roughly a decade of an increasing share of electricity from renewables globally (Chart 3). As renewables generation is built out, demand for bulks (iron ore and steel) and base metals will increase.3 Building that new energy supply will contribute to rising CO2, particularly in the renewables' supply chains. Chart 3Share of Electricity From Renewables Has Been Increasing Share of Electricity From Renewables Has Been Increasing Share of Electricity From Renewables Has Been Increasing ESG Risks Increase With Renewables Buildout Governments have pledged to invest vast sums of money into the green energy transition, to reduce fossil fuels consumption and deforestation, thus curbing temperature increases. In addition, banks have pledged trillions will be made available to support the buildout of renewable technologies over the coming years. The World Bank, under the most ambitious scenarios considered (IEA ETP B2DS and IRENA REmap), projects that renewables, will make up approximately 90% of the installed electricity generation capacity up to 2050. This analysis excludes oil, biomass and tidal energy. (Chart 4). Building these renewable energy sources will be extremely mineral intensive (Chart 5). Chart 4Renewables Potential Is Huge … Renewables ESG Risks Grow With Demand Renewables ESG Risks Grow With Demand While we have highlighted issues such as a lack of mining capex and decreasing ore grades in past research – both of which can be addressed by higher metals and minerals prices – the environmental, social and governance (ESG) risks posed by mining are equally important factors for investors, policymakers and mining companies to consider.4 The mining industry generally uses three principal sources of energy for its operations – diesel fuel (mostly in moving mined ore down the supply chain for processing), grid electricity and explosives. Of these three, diesel and electricity consumption contributes substantially to mining’s GHG emissions. In the mining stage, land clearing, drilling, blasting, crushing and hauling require a considerable amount of energy, and hence emit the highest amounts of greenhouse gases (GHGs). Chart 5… As Are Its Mineral Requirements Renewables ESG Risks Grow With Demand Renewables ESG Risks Grow With Demand The Environmental Impact Of Mining Under the scenarios depicted in Chart 5, copper suppliers could be called on to produce approximately 21mm MT of the red metal annually between now and 2050, which is equivalent to a 7% annual increase of supplies vs. the 2017 reference year shown in the chart. Mining sufficient amounts of copper, a metal which is critical to the renewable energy buildout, both in terms of quantity and versatility, will test miners' and governments' ability to extract sufficient amounts of ore for further processing without massively damaging the environment or indigenous populations' habitats (Chart 6). Chart 6Copper Spans All Renewables Technologies Renewables ESG Risks Grow With Demand Renewables ESG Risks Grow With Demand A recent risk analysis of 308 undeveloped copper orebodies found that for 180 of the orebodies – roughly equivalent to 570mm MT of copper – ore-grade risk was characterized as moderate-to-high risk.5 High risk implies a lower concentration of metal in the ore deposits. Mining in ore bodies with lower copper grades will be more energy intensive, and thus will emit more greenhouse gases. Table 1 is a risk matrix of the 40 mines that have the most amount of copper tonnage in this analysis: 27 of these mines displayed in the matrix have a medium-to-high grade risk. Table 1Mining Risk Matrix Renewables ESG Risks Grow With Demand Renewables ESG Risks Grow With Demand Another analysis established a negative relationship between the ore-grade quality and energy consumption across mines for different metals and minerals.6 This paper found that, as ore grade depletes, the energy needed to extract it and send it along the supply chain for further processing is exponentially higher (Chart 7). Lastly, a recent examination found that in 2018, primary metals and mining accounted for approximately 10% of the total greenhouse gases. Using a case study of Chile, the world’s largest producer of the red metal, the researchers found that fuel consumption increased by 130% and electricity consumption per unit of mined copper increased by 32% from 2001 to 2017. This increase was primarily due to decreasing ore grades.7 As ore grades continue to fall, these exponential relationships likely will persist or become more significant. Chart 7Energy Use Rises As Ore Quality Falls Renewables ESG Risks Grow With Demand Renewables ESG Risks Grow With Demand Bottom Line: While technology can improve extraction, it cannot reduce the minimum energy required for the mining process. This increased energy use will contribute to the total amount of CO2 and other GHGs emitted in the process of extracting the ores required to realize a low-carbon future. Trade-Off Between CO2 Emissions And Economic Development A recent Reuters analysis highlights the gap between EM and DM from the perspective of their renewable energy transition priorities.8 Of the 17 UN Sustainable Development Goals (SDGs), “Taking action to combat climate change” takes precedence over the rest for DM economies. This is largely because they have already dealt with other energy and income intensive SDGs such as improvements in healthcare and poverty reduction. The large scale of unmet energy demand in developing countries poses a huge challenge to controlling CO2 emissions. The populations of these countries are growing fast and are projected to continue increasing over the next three decades. Rising populations, make the issue of a "green-energy transition" extremely dynamic – i.e., not only do EM economies need to replace existing fossil fuels, but they also need to add enough extra zero-emission fuel sources to meet the growth in energy demand. Bottom Line: Coupled with the increased amount of energy required to mine the same amount of metal (due to lower ore grades), rising energy demand resulting from a burgeoning population in EM economies - which use fossil fuels to meet their primary needs - will require more metals to be mined for the renewable energy transition. This will further increase the amount of carbon dioxide and other greenhouse gas emissions from mine activity, and increase the risk to indigenous populations living close-by to the sources of this new metals supply. ESG risks will increase as a result, presenting greater challenges to attracting funding to these efforts.   Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com   Commodities Round-Up Energy: Bullish OPEC 2.0 was expected to stick with its decision to return ~ 2mm b/d of supply to the market at its ministerial meeting Wednesday. Markets remain wary of demand slowing as COVID-19-induced lockdowns persist and case counts increase globally. The production being returned to market includes 1mm b/d of voluntary cuts by Saudi Arabia, which could, if needs be, keep barrels off the market if demand weakens. Base Metals: Bullish Front-month COMEX copper is holding above $4.50/lb, after breaching its 11-year high earlier this week. The proximate cause of the initial lift above that level was news of a strike by Chilean port workers on Monday protesting restrictions on early pension-fund drawdowns, according to mining.com. After a slight breather, prices returned to trading north of $4.50/lb by mid-week. Last week, we raised our Dec21 COMEX copper price forecast to $5.00/lb from $4.50/lb. Separately, high-grade iron ore (65% Fe) hit record highs, while the benchmark grade (62% Fe) traded above $190/MT earlier in the week on the back of lower-than-expected production by major suppliers and USD weakness. Steel futures on the Shanghai Futures Exchange hit another record as well, as strong demand and threats of mandated reductions in Chinese steel output to reduce pollution loom (Chart 8). Precious Metals: Bullish Rising COVID cases, especially in India, Brazil and Japan are increasing gold’s safe-haven appeal (Chart 9). The US CFTC, in its Commitment of Traders (COT) report for the week ending April 20, stated that speculators raised their COMEX gold bullish positions. At the end of the two-day FOMC meeting, the Fed decided against lifting interest rates and withdrawing support for the US economy. However, officials sounded more optimistic about the economy than they did in March. The decision did not give any sign interest rates would be lifted, or asset purchases would be tapered against the backdrop of a steadily improving economy.  Net, this could increase demand for gold, as inflationary pressures rise. As of Tuesday’s close, COMEX gold was trading at $1778/oz. Ags/Softs: Neutral Corn and bean futures settled down by mid-week after a sharp rally earlier. After rising to a new eight-year high just below $7/bushel due to cold weather in the US, and fears a lower harvest in Brazil will reduce global grain supplies, corn settled down to ~ $6.85/bu at mid-week trading. Beans traded above $15.50/bu earlier in the week, their highest since June 2014, and settled down to ~ $15.36/bu by mid-week. Attention remains focused on global supplies. The uptrend in grains and beans remains intact. Chart 8 OCTOBER HRC FUTURES HIT A HIGH ON THE SHFE OCTOBER HRC FUTURES HIT A HIGH ON THE SHFE Chart 9 Covid Uncertainty Could Push Up Gold Demand Covid Uncertainty Could Push Up Gold Demand   Footnotes 1     Please see Renewables, China's FYP Underpin Metals Demand, published 26 November 2020, for further discussion.  It is available at ces.bcaresearch.com. 2     Please see Global Energy Review 2021, the IEA's Flagship report for April 2021. 3    Please see Renewables, China's FYP Underpin Metals Demand, published 26 November 2020, for further discussion.  It is available at ces.bcaresearch.com. 4    We discussed these capex issues in last week's research, Copper Headed Higher On Surge In Steel Prices, which is available at ces.bcaresearch.com. 5    Please see Valenta et al.’s ‘Re-thinking complex orebodies: Consequences for the future world supply of copper’ published in 2019 for this analysis. 6    Please see Calvo et. al.’s ‘Decreasing Ore Grades in Global Metallic Mining: A Theoretical Issue or a Global Reality?’ published in 2016 for this analysis. 7     Please see Azadi et. al.’s ‘Transparency on greenhouse gas emissions from mining to enable climate change mitigation’ published in 2020 for this analysis. 8    Please see John Kemp's Column: CO2 emission limits and economic development published 19 April 2021 by reuters.com.   Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Higher Inflation On The Way Higher Inflation On The Way

Highlights Developed economies continue to transition towards a post-pandemic state. Europe has further to go, but it is lagging the US at a constant rate and is thus merely delayed – not on a different path. This ongoing transition is also reflected in the global macro data, which continues to surprise to the upside. Widespread optimism about the outlook for economic activity and earnings over the coming year has led some investors to ask whether an imminent peak in the rate of growth could be a potentially negative inflection point for richly valued risky asset prices. Using our global leading economic indicator as a guide, we find that a peak in growth momentum in and of itself is not likely to be enough of a catalyst for meaningful risky asset underperformance versus government bonds. A sizeable shock to sentiment would likely be required, causing either a very serious growth slowdown, outright fears of recession, or some other event that negatively impacts earnings growth or raises the equity risk premium (“ERP”). We can identify several candidates for such a shock, including the emergence of new, vaccine-resistant variants of COVID-19, the impact of higher taxes on earnings, overtightening in China, and a potentially hawkish shift in monetary policy in the developed world. But none of these risks individually appears to be likely enough to warrant reducing cyclical portfolio exposure. We continue to expect positive absolute single-digit returns from stocks over the coming 6-12 months, and would recommend that investors remain overweight stocks versus bonds in a multi-asset portfolio. We remain overweight global ex-US equities vs. the US, but expect that euro area stocks will have to do the heavy lifting, driven either by the underperformance of global technology stocks or the outperformance of euro area financials. Within a fixed-income portfolio, we recommend a modestly short duration stance, but do so primarily on a risk-adjusted basis. Feature Chart I-1Europe Is Behind The US, But On The Same Path Europe Is Behind The US, But On The Same Path Europe Is Behind The US, But On The Same Path Over the past month, developed economies have continued to transition towards a post-pandemic state. While the number of new confirmed COVID-19 cases remains relatively high on a per capita basis in the US and Europe, there continues to be significant progress on the vaccination front in all Western advanced economies. Europe continues to lag the US and the UK in terms of the share of the population that has received at least one dose of vaccine, but Chart I-1 highlights that the gap has remained constant at approximately six weeks (to the US). Panel 2 of Chart I-1 highlights that the US and UK both experienced either falling or a stable number of new cases once the number of first doses reached current European levels; Israel required significant further gains in the breadth of vaccinations before it altered COVID-19’s transmission dynamics in that country, but this appears to have occurred because of a much higher pace of spread earlier this year. The negative impact on advanced economies from reduced services activity is strongly linked to pandemic control measures (such as stay-at-home orders, curfews, forced business closures, etc). We have argued that, outside of the US, the implementation and removal of these measures is being driven by the impact of the pandemic on the medical system, rather than the sheer number of new cases and deaths. Chart I-2 highlights that, based on this framework, Europe still has further to go – current per capita hospitalizations remain much higher in France and Italy than in the US, UK, or Canada. But the nature of the disease means that hospitalizations begin to fall even if case counts remain relatively stable, and fall rapidly once new cases trend lower. Given the steady gains that European countries are making in providing first vaccine doses to their populations, it seems likely that hospitalizations there will peak sometime in the coming four to six weeks. This underscores that Europe is not on a different path than that of the US, it is simply further behind in the process (and will ultimately catch up). The transition towards a post-pandemic state is also reflected in the global macro data, which continues to positively surprise in all three major economies (Chart I-3). In Europe, the April services PMI rose back above the 50 mark, April consumer confidence surprised to the upside, and February retail sales came in better than expected (Table I-1). In the US, the March services PMI was also very strong, the labor market continued to meaningfully improve, and several measures of inflation surprised to the upside. Chart I-2Euro Area Hospitalizations Remain High, But Will Soon Decline Euro Area Hospitalizations Remain High, But Will Soon Decline Euro Area Hospitalizations Remain High, But Will Soon Decline Chart I-3The Macro Data Continues To Positively Surprise The Macro Data Continues To Positively Surprise The Macro Data Continues To Positively Surprise   Table I-1Services PMIs And The Labor Market Continue To Meaningfully Improve May 2021 May 2021 Chart I-4China's Current Contribution To Global Demand Is Strong China's Current Contribution To Global Demand Is Strong China's Current Contribution To Global Demand Is Strong In China, the recent tick higher in the surprise index likely reflects the recognition of some data series whose release was delayed due to the Chinese New Year, as well as significant base effects (compared with Q1 2020) in many data series recorded in year-over-year terms. On a quarter-over-quarter basis, Chinese economic activity decelerated last quarter to 0.6% from the upwardly revised 3.2% in Q4 2020 – which was below the anticipated 1.4% q/q. Still, Chinese RMB-denominated import growth closely matches (lagging) data on global exports to China (in US$ terms), with the former suggesting that China’s current contribution to global external demand remains strong (Chart I-4). This is also consistent with rising producer prices, which had fallen back into deflationary territory last year (panel 2). Peaking Growth Momentum: Should Investors Be Worried? The continued increase in the number of vaccine doses administered, positive data surprises, and bullish global growth forecasts for this year have understandably led to extremely optimistic investor sentiment. It has also naturally raised the question of “what could go wrong?”, with some investors pointing to an imminent peak in the rate of growth as a potentially negative inflection point for richly valued risky asset prices. Chart I-5 addresses this question by examining 12 episodes of waning growth momentum since 1990, defined as an identifiable peak in our global leading economic indicator. Panel 2 shows the 12-month rate of change in the relative performance of global equities versus a US$-hedged 7-10 year global Treasury index. Chart I-5Is Peaking Growth Momentum A Risk For Stocks? Is Peaking Growth Momentum A Risk For Stocks? Is Peaking Growth Momentum A Risk For Stocks? At first blush, the chart does support the notion that a peak in growth momentum is generally negative for risky asset prices. The subsequent 12-month relative return from stocks versus bonds following a peak in the LEI has been negative in 8 out of the 12 episodes, suggesting that the risks of an equity correction are currently quite elevated. However, there is more to the story than this simple calculation implies (Table I-2). First, two of the twelve episodes saw the global LEI peak in the context of an eventual US recession, so it is not surprising that stocks underperformed bonds in those episodes. Second, out of the six non-recessionary episodes, only two of them involved significant underperformance, in 2002 and in 2015. Table I-2Peak Growth Momentum Is An Insufficient Catalyst For Equity Underperformance May 2021 May 2021 US equities underperformed in the former case because of the persistently damaging impact of corporate excesses that built up during the dot-com bubble, and predominantly global ex-US equities underperformed bonds in the latter case because of a combination of the significant impact on global CAPEX from the 2014 dollar and oil price shock, as well as a major decline in global bond yields. In the four other non-recessionary examples of equity underperformance, stocks only modestly underperformed bonds, and often this occurred in the context of significant events: surprising Fed hawkishness in 1994, the Asian financial crisis in 1997, a major slowdown in China in 2013, and the combination of a domestically-driven Chinese economic slowdown coupled with the Sino/US trade war in 2017/2018. The key point for investors is that a peak in growth momentum is in and of itself not enough of a catalyst for meaningful risky asset underperformance versus government bonds. A sizeable shock to sentiment would likely be required, causing either a very serious growth slowdown, outright fears of recession, or some other event that negatively impacts earnings growth or raises the equity risk premium (“ERP”). What Else Could Go Wrong? There are four other plausible risks that we can identify to a bullish stance towards risky assets over the coming 6-12 months. We discuss each of these risks below. New COVID-19 Variants Chart I-6 highlights that bottom up analysts expect global earnings per share to be 12% higher than their pre-pandemic level in 12-months’ time. This expectation is driven by extraordinarily easy fiscal and monetary policy, but also the view that vaccination against COVID-19 will allow social distancing policies to end and services activity to fully recover. However, as India is clearly – and tragically – demonstrating at present, the emerging world is lagging in terms of vaccinating its population. India’s per capita case count has soared (Chart I-7), which is surprising given that the country’s COVID-19 infection rate has been significantly below that of more advanced economies over the past year. It is therefore likely that India’s case count explosion is due to new variants of the disease, and periodic outbreaks in less developed countries – as well as vaccine hesitancy in more developed economies – risks the emergence of even newer variants that may be partially or substantially vaccine-resistant. Chart I-6Earnings Expectations Already Price In A Normalization In Services Activity Earnings Expectations Already Price In A Normalization In Services Activity Earnings Expectations Already Price In A Normalization In Services Activity Chart I-7India's COVID-19 Situation Is Tragic, And Concerning India's COVID-19 Situation Is Tragic, And Concerning India's COVID-19 Situation Is Tragic, And Concerning   New variants of COVID-19 may prove to be less deadly, but the economic impact of the pandemic has come mainly from its potential to collapse the medical system via high rates of serious illness requiring hospitalization, not strictly from its lethality. As such, potentially new vaccine-resistant variants of the disease resulting in similar or higher rates of hospitalization pose a risk to a bullish economic outlook. Taxation Both corporate and individual tax rates are set to rise in the US over the coming 12-18 months which, at first blush, could certainly qualify as a non-recessionary event that negatively impacts earnings or raises the ERP. Corporate taxes are set to rise first as part of the American Jobs Plan, which our political strategists have argued will probably take the Biden administration most of this year to pass. The plan involves a proposed increase in the domestic corporate income tax rate to 28% from 21%, a higher minimum tax on foreign profits, and a 15% minimum tax on “book income”. In addition, as part of the American Families Plan, Biden is proposing to increase the top marginal income tax rate for households earning $400,000 or more to 39.6% (from 37%), and to substantially increase the capital gains tax rate for those earning $1 million or more from a base rate of 20% to 39.6%. The 3.8% tax on investment income that funds Obamacare would be kept in place, which would bring the total capital gain tax rate to 43.4% for that income group. Peter Berezin, BCA’s Chief Global Strategist, made two points about higher corporate taxes in a recent report.1 First, he noted that the changes would likely result in an 8% decline in forward earnings if passed as currently proposed, but that various tax credits as well as opposition to a 28% corporate tax rate from Democratic Senator Joe Manchin would likely cap the impact at 5%. Second, he argued that the behavior of 12-month forward earnings and the performance of stocks that benefitted the most from President Trump’s corporate tax cuts suggest that very little impact from these changes has been priced in. Peter argued in his report that the effect of strong economic growth will likely offset the negative impact of higher taxes on earnings, and we are inclined to agree. Chart I-8 highlights that a 5% reduction in 12-month forward earnings would reduce the equity risk premium by roughly 20-25 basis points, which would not be disastrous on its own. Still, the fact that these changes have not been priced in means that corporate tax hikes could be a more meaningful driver of lower stock prices if the impact is ultimately larger than we currently expect or if the growth outlook suddenly shifts in a negative direction. In terms of changes to individual taxes, our sense is that the proposed increase in the capital gains tax rate is more significant than the modest proposed change to the top marginal income tax rate for higher-income households. For individuals earning $1 million or more, Chart I-9 highlights that the proposed change to the capital gains rate would bring it to the highest level seen since the late 1970s. Given the rich valuation of equities, it seems inconceivable that such a change would not trigger some short-term selling of equities to lock in long-term gains at lower tax rates. Chart I-8Higher Corporate Taxes Will Only Modestly Reduce the Equity Risk Premium Higher Corporate Taxes Will Only Modestly Reduce the Equity Risk Premium Higher Corporate Taxes Will Only Modestly Reduce the Equity Risk Premium Chart I-9Biden's Capital Gains Tax Proposal Would Lead To Some Selling Of Stocks... Biden's Capital Gains Tax Proposal Would Lead To Some Selling Of Stocks... Biden's Capital Gains Tax Proposal Would Lead To Some Selling Of Stocks...   But like upcoming changes to corporate taxes, we see the potential for higher taxes on wealthy individuals as a risk to the equity market and not as a likely driver of stock prices over a cyclical time horizon. First, our political strategists see 50/50 odds that the American Families Plan will be passed this year, meaning that short-term tax avoidance selling may be postponed until 2022. In addition, Chart I-10 highlights that over the longer term, the relationship between the maximum capital gains tax rate and the ERP is weak or nonexistent. The chart highlights that the perception of a positive relationship rests entirely on the second half of the 1970s, when the maximum capital gains tax rate was between 30-40%. However, it seems clear from the chart that the stagflationary environment of that period was responsible for a high ERP, as the capital gains rate fell from 1977 to 1982 without any significant decline in risk premia. It took until the end of the 1982 recession and the beginning of the structural disinflationary period for the equity risk premium to decline, suggesting that there is effectively no relationship between the two (and therefore no reason to believe that higher capital gains taxes will lead to sustained declines in stock market multiples). Chart I-10…But The Effect Would Not Likely Last May 2021 May 2021 Overtightening In China Chart I-11Leading Indicators Of China's Economy Are Pointing Down, Not Up Leading Indicators Of China's Economy Are Pointing Down, Not Up Leading Indicators Of China's Economy Are Pointing Down, Not Up Even though Chart I-4 highlighted that Chinese import demand is currently strong, we expect China’s growth impulse to weaken in the second half of the year. Chart I-11 highlights that our leading indicator for China’s Li Keqiang index has done a good job of predicting Chinese import growth, and the indicator is now in a clear downtrend. Panel 2 presents the components of the indicator, and shows that all three are trending lower. Monetary conditions are potentially rebounding from extremely weak levels (due to past deflation and a rise in the RMB versus the US dollar and other Asian currencies), but money supply and credit measures are deteriorating. Leading indicators for China’s economy are deteriorating because Chinese policymakers have already tightened liquidity conditions in response to the country’s rebound from the pandemic and following a surge in the credit impulse. The 3-month repo rate returned to pre-pandemic levels in the second half of last year (Chart I-12), and consequently the private sector credit impulse (particularly that of corporate bond issuance) fell despite robust medium-to-long term loan growth. Chart I-12Chinese Interest Rates Have Already Returned To Pre-COVID Levels Chinese Interest Rates Have Already Returned To Pre-COVID Levels Chinese Interest Rates Have Already Returned To Pre-COVID Levels We noted in our January report that China’s credit impulse has consistently followed a 3½-year cycle since 2010, and this year has been no different. This cycle is not exogenous or mystical; it has been caused by the repeated “oversteering” of activity by Chinese policymakers who frequently oscillate between the need to fight deflation and the strong desire to curb additional private sector leveraging. Our base case view is that policymakers will not accidentally overtighten the economy, and that the credit impulse will settle somewhere between late 2019 levels and the peak rate reached in the latter half of last year. But the risk of significant oversteering cannot be ruled out, and will likely remain a downcycle risk for investors for several years to come. A Hawkish Shift In Monetary Policy In Developed Markets Last week the Bank of Canada announced that it would taper its pace of government debt purchases from 4 billion to 3 billion CAD per week. The announcement was noteworthy for many investors, as it suggested that asset purchase reductions could also be announced by the Fed and other major central banks by the end of the second or third quarter. Many investors are sensitive to the tapering question because of what transpired during the “Taper Tantrum” episode of 2013. During an appearance before Congress in late May of that year, then Chair Ben Bernanke stated that the Fed could “step down” the pace of its asset purchases in the next few FOMC meetings if economic conditions continued to improve. The result was that 10-year Treasurys fell roughly 10% in total return terms over the subsequent three-month period. While stocks rallied in response to the growth-positive implications of the move, this occurred from a much higher ERP starting point than exists today. The risk, in the minds of some investors, is that tapering today could thus lead to a correction in stock prices. There are two counterpoints to this view. First, bonds have already sold off meaningfully over the past several months in response to a significant improvement in the economic outlook, and investors already expect the Fed to raise interest rates earlier than it is publicly forecasting. It is thus difficult to see how an announcement of tapering from the Fed would significantly alter the outlook for monetary policy over the coming 6-18 months. Chart I-13Another Taper Tantrum-Like Selloff Would Necessitate Higher Expectations For R-star Another Taper Tantrum-Like Selloff Would Necessitate Higher Expectations For R-star Another Taper Tantrum-Like Selloff Would Necessitate Higher Expectations For R-star Second, it is notable that the “Taper Tantrum” began at yield levels at the front end of the curve that are roughly similar to what prevails today. 5-year/5-year forward bond yields stood at roughly 3% at the beginning of the “Tantrum”, compared with 2.3% today. Chart I-13 highlights how high forward bond yields would need to rise in order to generate another selloff of similar magnitude from 10-year Treasury yields (roughly 3.65%). In our view, a rise to this level over the coming year is essentially impossible without a major shift in investor expectations about the natural rate of interest. We highlighted the risk of such a shift in last month’s report,2 but for now it would likely necessitate hard evidence of little-to-no permanent damage to the labor market from the pandemic. This is not our base case view, but it will be an important possibility to monitor as the decisive end to social distancing and other pandemic control measures draws nearer. Investment Conclusions As noted above, there are several identifiable risks to a bullish outlook for risky assets, but none of these risks individually appear to be likely. Given this, we continue to expect positive absolute single-digit returns from stocks over the coming 6-12 months, and would recommend that investors remain overweight stocks versus bonds in a multi-asset portfolio. We favor value versus growth stocks, cyclical versus defensive sectors, and small versus large cap stocks, although there is more return potential over the coming year in value versus growth than the latter two positions. We also remain short the US dollar over a cyclical time horizon. Within a global equity portfolio, we remain overweight global ex-US equities vs the US, but this position has moved against us over the past two months. Chart I-14 highlights that global ex-US equities have given back all of their October – January gains versus US equities, most of which has occurred since late-February. The chart also highlights that all of this underperformance has been driven by emerging market stocks, as euro area equity performance has been mostly stable year-to-date. Chart I-15 highlights that EM underperformance has occurred both in the broadly-defined tech sector as well as when measured in ex-tech terms. To us, this suggests that EM stocks are responding to the deterioration in leading indicators for the Chinese economy that we noted above, which implies that they are not likely to lead global ex-US equity performance higher over the course of the year barring an imminent shift in Chinese policy. We continue to expect that euro area stocks will have to do the heavy lifting, driven either by the underperformance of global technology stocks or the outperformance of euro area financials – which are extremely cheap relative to US banks and have much further scope for earnings to normalize as the pandemic draws to a close. Chart I-14Emerging Markets Have Caused Global Ex-US Stocks To Underperform Emerging Markets Have Caused Global Ex-US Stocks To Underperform Emerging Markets Have Caused Global Ex-US Stocks To Underperform Chart I-15EM's Underperformance Has Been Broad-Based EM's Underperformance Has Been Broad-Based EM's Underperformance Has Been Broad-Based   As a final point, investors should note that we are recommending a modestly short duration stance within a fixed-income portfolio, but that we make this recommendation primarily on a risk-adjusted basis. Chart I-16 highlights that Treasury market excess returns (relative to cash) have historically been driven by whether the Fed funds rate increases by more or less than what is currently priced into the market. Over the past 12 months, the Treasury index has very substantially underperformed cash without a hawkish surprise, and the rate path that is currently implied by the OIS curve is already more hawkish than the Fed is (for now) projecting. On this basis, a neutral duration stance could be justified, but we would still prefer a modestly short duration stance due to the risk of a potential increase in investor expectations for the neutral rate of interest late this year or in early 2022. Chart I-16Policy Rate Surprises Tend To Drive The Duration Call Policy Rate Surprises Tend To Drive The Duration Call Policy Rate Surprises Tend To Drive The Duration Call Jonathan LaBerge, CFA Vice President The Bank Credit Analyst April 29, 2021 Next Report: May 27, 2021   II. In COVID’s Wake: Government Debt And The Path Of Interest Rates The US fiscal outlook has deteriorated substantially over the past two decades, as a consequence of the fiscal response to both the global financial crisis and the COVID-19 pandemic. US government debt-to-GDP is now nearly as high as it was at the end of the Second World War, and is projected by the US Congressional Budget Office (CBO) to explode higher over the coming 30 years. Some investors argue that extreme levels of government debt now virtually guarantee that interest rates will remain structurally low, and we test this claim alongside a scenario that limits the projected rise in the primary deficit. We find that US fiscal reform, when it eventually occurs, will likely be negative for health care stocks. We also note that even in a scenario where the US limits the size of its future primary budget deficit, net interest outlays will likely rise to elevated levels compared to history. A comparison with the Canadian experience in the 1990s suggests a structurally negative outlook for the US dollar, from an overvalued starting point. Finally, we note that the US fiscal outlook does not necessarily prevent an increase in interest rates over the coming few years in a scenario where investors raise their expectations for the neutral rate of interest, a possibility that we discussed in last month’s report. This scenario is not our base case view, but it is plausible and should actively be monitored by investors over the coming one to two years. For now, we do not expect that rising interest rates pose a risk to stocks over the coming 6-12 months. Investors should remain cyclically overweight equities within a multi-asset portfolio, and should maintain a below-benchmark level of duration on a risk-adjusted basis. In 2001, US government debt held by the public as a share of GDP stood at 31.5%, after having fallen roughly 16 percentage points from early 1993 levels. Today, as a result of both the global financial crisis and the COVID-19 pandemic, the debt to GDP ratio has risen to a whopping 100%, and is projected to rise meaningfully higher over the coming decades. In this report we review the long-term US fiscal outlook in the wake of the pandemic, with a focus on the implications for interest rates. Some investors argue that extreme levels of government debt now virtually guarantee that interest rates will remain structurally low, and we test this claim alongside a scenario that limits the projected rise in the primary deficit. We find that US fiscal reform, when it eventually occurs, will likely be negative for health care stocks, whose fundamental performance has outstripped that of the broad equity market since the mid-1990s (reflecting pricing power that stands to be curtailed through regulation). We also note that even in a scenario where the US limits the size of its future primary budget deficit, net interest outlays will likely rise to elevated levels compared to history. A comparison with the Canadian experience in the 1990s suggests a structurally negative outlook for the US dollar, from an overvalued starting point. Finally, we note that the US fiscal outlook does not necessarily prevent an increase in interest rates over the coming few years in the hypothetical scenario that we described in last month’s report,3 i.e., an environment where the narrative of secular stagnation is challenged and investor expectations for the neutral rate rise closer to trend rates of economic growth. This scenario is not our base case view, but it is plausible and should actively be monitored by investors over the coming one to two years. For now, investors should remain cyclically overweight equities within a multi-asset portfolio, and should maintain a below-benchmark level of duration on a risk-adjusted basis. Debt Sustainability, And The CBO’s Baseline Projection When analyzing the US fiscal outlook, the Congressional Budget Office’s Long-Term Budget Outlook report is typically the reference point for investors. The report provides annual projections for the budget deficit and the debt-to-GDP ratio for the next three decades, as well as a breakdown of the projected deficit into its primary (i.e., non-interest) and net interest components. Charts II-1 and II-2 present the most recent baseline projections from the CBO, which clearly present a dire long-term outlook. The deficit and debt-to-GDP ratio are projected to be relatively stable over the next decade, but explode higher over the subsequent 20 years. In 2051, the CBO’s baseline projects that the budget deficit will be roughly 13% of GDP, with net interest costs accounting for approximately two-thirds of the deficit. Chart II-1The CBO’s Fiscal Outlook Is Extremely Negative The CBO's Fiscal Outlook Is Extremely Negative The CBO's Fiscal Outlook Is Extremely Negative Chart II-2In 2051, The CBO Projects A 13% Annual Budget Deficit May 2021 May 2021 In order to understand what is driving the CBO’s dire long-term budget and debt forecast, it is important to review the government debt sustainability equation shown below. The equation highlights that the change in a government’s debt-to-GDP ratio is approximately equal to 1) the primary deficit plus 2) net interest costs as a share of GDP, the latter being defined as the product of last year’s debt-to-GDP ratio and the difference between the average interest rate on the debt and the rate of GDP growth. Δ Debt-To-GDP Ratio ≈ Primary Deficit As A % Of GDP4 + (r-g)*(Prior Period Debt-To-GDP Ratio) Where: r = Average interest rate on government debt and g = Nominal GDP growth The equation highlights that expectations of a persistently rising debt-to-GDP ratio must occur either because of expectations of a persistent primary deficit, or expectations that interest rates will persistently exceed the rate of economic growth (or some combination of the two). This underscores why debt sustainability analysis often focuses on the primary budget balance, as a country’s debt-to-GDP ratio will be stable if no primary deficit exists and interest costs are at or below the prevailing rate of economic growth. Chart II-3 illustrates the source of the CBO’s projected rise in debt-to-GDP beyond 2031, by presenting the two components of the debt sustainability equation alongside the projected annual change in the debt-to-GDP ratio. The chart makes it clear that while the CBO is forecasting a sizeable primary deficit to continue, it is projected to grow at a slower pace than the debt-to-GDP ratio itself. The increasing rate at which the debt-to-GDP ratio is projected to grow in the latter years of the CBO’s forecast period is clearly driven by the interest rate component, meaning that “r” is projected to be greater than “g”. Chart II-4 presents this point directly, by highlighting that the CBO is forecasting the average interest rate on government debt to exceed that of nominal GDP growth in 2038, and to continue to exceed growth (by an increasing amount) thereafter. Chart II-3Decomposing The CBO's Projected Change In The Debt-To-GDP Ratio Decomposing The CBO's Projected Change In The Debt-To-GDP Ratio Decomposing The CBO's Projected Change In The Debt-To-GDP Ratio Chart II-4The CBO's Projections Rest, In Part, On Rates Eventually Exceeding Growth The CBO's Projections Rest, In Part, On Rates Eventually Exceeding Growth The CBO's Projections Rest, In Part, On Rates Eventually Exceeding Growth   Three Adjustments To The CBO’s Baseline We make three adjustments to the CBO’s baseline in order to assess how the US fiscal outlook shifts under an interest rate path that is different than that projected by the CBO. First, we adjust the CBO’s projected budget deficit over the coming few years based on deficit forecasts from our US Political Strategy service following the passage of the American Recovery Plan act.5 Chart II-5We Test The Effect Of An Initially Higher, But More Sustainable, Rate Path We Test The Effect Of An Initially Higher, But More Sustainable, Rate Path We Test The Effect Of An Initially Higher, But More Sustainable, Rate Path Next, we adjust the interest component of the total budget deficit based on a new path for short- and long-term interest rates that models a scenario in which the neutral rate of interest rises to, but not above, GDP growth (Chart II-5). In last month’s report we outlined a scenario in which this could feasibly occur,3 and the hypothetical path for interest rates shown in Chart II-5 thus incorporates both the negative budgetary impact of an earlier rise in interest rates and the positive budgetary impact of “r” never rising above “g”. We explicitly exclude any crowding out effect on long-term interest rates, based on the view that term premia are likely to remain muted in a world of low potential economic growth, unless a fiscal crisis appears to be imminent (see Box II-1). Box II-1 Arguing Against The CBO’s Crowding Out Assumption The CBO’s projection that interest rates will ultimately rise above the rate of economic growth rests on the view that increased government spending will absorb savings that would otherwise finance private investment (a “crowding out” effect). We agree that crowding out can occur over the course of the business cycle, especially in a scenario where increased government spending pushes output above its potential (creating a cyclical acceleration in inflation and eventually an increase in interest rates). But the CBO is assuming that high government debt-to-GDP ratios will crowd out private investment on a structural basis, and on this basis we disagree. First, Chart Box II-1 highlights that there is essentially no empirical relationship across countries between a country’s debt-to-GDP ratio and its long-term government bond yield. Japan is a clear outlier in the chart, but including Japan implies that the relationship is negative, not positive. Chart Box II-1There Is No Empirical Relationship Between Debt-To-GDP And Interest Rates May 2021 May 2021 In addition, given that central banks directly control interest rates at the short-end of the curve, a structural crowding out effect can only manifest itself in the form of an elevated term premium embedded in longer-term government bond yields. Our bet is that term premia are likely to stay low in a world of low falling nominal growth, as evidenced by the experience of the past decade.6 Finally, we model the impact of two changes, beginning in 2031, that would work towards reducing the primary deficit: an increase in average government revenue to 20% of GDP (its peak level reached in 2000), and a slower pace of increase on major health care program spending. Despite the fact that population aging will increase mandatory spending on social security and health care over the coming three decades, the CBO has highlighted that the majority of the increase in spending towards these programs is projected to occur due to rising health care costs per person (Chart II-6). We thus model the impact of medical care cost control by limiting the rise in net mandatory outlays on health care programs between 2021 and 2051 to roughly half of what the CBO baseline projects. This adjustment does not prevent mandatory spending on health care programs from rising, given the strong political challenges involved in limiting spending increases that are caused by an aging population. Chart II-6The US Structural Primary Balance Is Heavily Impacted By Medical Costs May 2021 May 2021 Charts II-7 and II-8 illustrate how these three adjustments impact the long-term US fiscal outlook. Relative to the CBO’s baseline projections, the American Recovery Plan (ARP) budget deficit forecasts from our US Political Strategy service imply that the debt-to-GDP ratio will be approximately three to four percentage points higher over the very near term, and roughly ten points higher over the long term. Chart II-7Even With Higher Rates, The Fiscal Outlook Is Meaningfully Less Bad… Even With Higher Rates, The Fiscal Outlook Is Meaningfully Less Bad... Even With Higher Rates, The Fiscal Outlook Is Meaningfully Less Bad... Relative to this new baseline, an increase in interest rates to, but not above, the projected rate of nominal economic growth increases the debt-to-GDP ratio by an additional ten percentage points (20 points higher versus the CBO’s baseline) in the middle of the forecast period, but it lowers the debt-to-GDP ratio over the longer run by eliminating the effect of outsized interest rates magnifying a persistent primary deficit. Still, the debt-to-GDP ratio is projected to rise to a whopping 207% of GDP by 2051 in this scenario, with a budget deficit in excess of 10% of GDP. The third adjustment shown in Charts II-7 and II-8 underscores the impact on the US fiscal outlook of actions aimed at reducing the primary deficit. Increases in government revenue and the prevention of rising health care costs per person results in the debt-to-GDP ratio that is 64 percentage points lower in 2051 than in our normalized interest rate scenario. The budget deficit in this scenario still increases to approximately 6% of GDP thirty years from today, but in this case most of the deficit is due to the net interest component rather than the primary deficit, meaning that the debt-to-GDP ratio would be increasing at a much slower rate if interest rates were no higher than the rate of economic growth. Chart II-8 highlights that net interest spending in this scenario would rise to 4.5% of GDP, which would be meaningfully higher than the prior high of roughly 3% in the late 1980s and early 1990s. Chart II-8...With Higher Taxes And Medical Cost Control ...With Higher Taxes And Medical Cost Control ...With Higher Taxes And Medical Cost Control Chart II-9A Meaningful, But Not Unprecedented, Rise In Net Interest Outlays A Meaningful, But Not Unprecedented, Rise In Net Interest Outlays A Meaningful, But Not Unprecedented, Rise In Net Interest Outlays But that is far from unprecedented or necessarily consistent with a fiscal crisis. Chart II-9 also shows that Canada’s public debt charges rose to 6.5% of GDP in the early 1990s without triggering a public debt crisis. It is true that Canada subsequently embarked on a painful fiscal consolidation program in order to reduce its public debt burden, but this, in part, occurred because of a cyclically-adjusted primary deficit of approximately 3% - twice as large as that projected for the US in 2051 in our adjusted scenario shown in Charts II-7 and II-8. Revenue And Health Care Cost Reform Our third adjustment to the CBO’s long-term budget outlook involved changes to revenue and health care cost control to reduce the US’ projected primary deficit. Are these adjustments achievable? In our view, the answer is yes: As noted above, our scenario modeled these changes taking place a decade from today, which allows for policymakers and stakeholders to have a substantial amount of time to act and adjust to these changes. On the revenue front, we noted above that US government revenue has reached 20% of GDP in the past, in the year 2000. Chart II-10 highlights that while raising taxes will likely reduce US competitiveness, the US maintains a sizeable tax advantage relative to other advanced economies, and that this was true prior to the tax cuts that took place under the Trump administration. On the health care cost front, Chart II-11 highlights that US healthcare expenditure is much larger as a share of GDP than other countries, which was not the case prior to the 1980s. Chart II-12 highlights that this cost difference is entirely due to inpatient (i.e., hospital) and outpatient (i.e., drug) costs. While it is not clear what form it will take, it seems likely that future reforms by policymakers to eliminate rising health care costs per person will occur and can be achieved. Chart II-10The US Government Can Afford To Raise Revenue The US Government Can Afford To Raise Revenue The US Government Can Afford To Raise Revenue Chart II-11The US Spends Much More On Health Care Than Other Countries The US Spends Much More On Health Care Than Other Countries The US Spends Much More On Health Care Than Other Countries   Chart II-12The US Significantly Outspends The World On Hospital And Drug Costs May 2021 May 2021 The key point for investors is not whether these changes should or should not occur, but whether there are any feasible scenarios in which spiraling government debt and interest payments are avoided without the Fed purposely maintaining monetary policy at levels persistently below the rate of economic growth – and thus risking major inflationary pressure. Our analysis above highlights that there are; the question is when policymakers will choose to act and in what form. A potential tipping point may be when US government spending on net interest as a % of GDP exceeds its prior high, which occurs in 2026 in the scenario modeled in Chart II-8. In a scenario where reforms fail to materialize or where financial markets force policymakers to act, a fiscal risk premium could certainly emerge in longer-term government bond yields, which could lead the Fed to maintain lower short-term interest rates than it otherwise would. But this scenario is only likely to emerge after interest rates converge towards rates of economic growth, as US government debt will remain highly serviceable for some time if "r" remains meaningfully lower than "g". Investment Conclusions There are three potential investment implications of our research. First, the fact that rising medical costs have such a significant impact on the CBO’s projections of the primary deficit implies that fiscal reform, when it eventually occurs, will be negative for US health care stocks. Chart II-13 highlights that US health care sector earnings have outperformed broad market earnings since the mid-1990s, and that the sector has consistently delivered an above-average return on equity. This historical performance likely reflects the sector’s pricing power, which stand to be curtailed through regulatory efforts in a world where rising health care costs per person collide with fiscal belt-tightening. Interestingly, Chart II-12 highlighted that US per capita spending on medical goods is not significantly higher than in other developed markets, suggesting that the health care equipment & supplies industry may fare better over a very long term time horizon than overall health care. Second, Charts II-7 and II-8 highlighted that even if the US does raise revenue as a share of GDP and limits excessive growth in medical costs, a primary deficit will still exist and net interest outlays will still rise to elevated levels compared to what has historically been the case. We noted that Canada experienced a higher public debt burden in the 1990s and did not suffer from a fiscal crisis, but Chart II-14 highlights that the fiscal situation did weigh on the Canadian dollar, which progressively traded 10-20% below its PPP-implied fair value level over the course of the 1990s. Thus, the implication is that eventual fiscal reform in the US may be structurally negative for the US dollar, from an overvalued starting point (panels 3 and 4 of Chart II-14). Chart II-13Eventual Fiscal Reform Will Likely Be Negative For Health Care Stocks Eventual Fiscal Reform Will Likely Be Negative For Health Care Stocks Eventual Fiscal Reform Will Likely Be Negative For Health Care Stocks Chart II-14The US Fiscal Outlook, Even With Some Reforms, Is Dollar-Negative The US Fiscal Outlook, Even With Some Reforms, Is Dollar-Negative The US Fiscal Outlook, Even With Some Reforms, Is Dollar-Negative   Finally, our scenario analysis highlights that very elevated levels of government debt do not guarantee that interest rates will remain structurally low, especially over the next decade when the US primary deficit is projected to remain relatively stable. For investors focused on forecasting the direction of 10-year Treasury yields from the perspective of valuation, it should be noted that the next decade is the relevant projection period for the Fed funds rate, not what occurs to net interest outlays in the two decades that follow. Over the very long run, it is true that there may ultimately be very strong political pressure on the Fed to keep interest rates below the prevailing rate of economic growth, as policymakers in 2030 will be able to avoid a structural adjustment to the primary deficit of roughly 1.1-1.3% of GDP for every percentage point that average interest rates on government debt are below nominal GDP growth. However, we noted above that this pressure is unlikely to build before the second half of this decade even in a scenario where interest rates rise significantly over the coming few years, and it remains an open questions whether the Fed will acquiesce to this pressure given its strong potential to fuel excess private sector leveraging. Over the coming one to two years, the key conclusion is that the US fiscal outlook is not likely to prevent an increase in interest rates over the coming few years in the hypothetical scenario that we described in last month’s report, i.e., an environment where the narrative of secular stagnation is challenged and investor expectations for the neutral rate rise closer to trend rates of economic growth. This remains a risk to our overweight stance towards risky assets and is not our base case view. But it does highlight the importance of monitoring long-dated rate expectations over the coming year, and argues, on a risk-adjusted basis, for a below-neutral duration stance within a fixed-income portfolio. Jonathan LaBerge, CFA Vice President The Bank Credit Analyst III. Indicators And Reference Charts BCA’s equity indicators highlight that the “easy” money from expectations of an eventual end to the pandemic have already been made. Our technical, valuation, and sentiment indicators are very extended, highlighting that investors should expect positive but more modest returns from stocks over the coming 6-12 months. Our monetary indicator has aggressively retreated from its high last year, reflecting a meaningful recovery in government bond yields. The indicator remains above the boom/bust line, however, highlighting that monetary policy remains supportive for risky asset prices. Forward equity earnings already price in a complete earnings recovery, but for now there is no meaningful sign of waning forward earnings momentum. Net revisions remain positive, and positive earnings surprises have risen to their strongest levels on record. Within a global equity portfolio, EM stocks have dragged down global ex-US performance, likely in response to deteriorating leading indicators for the Chinese economy. This implies that they are not likely to lead global ex-US equity performance higher over the course of the year barring an imminent shift in Chinese policy. We continue to expect that euro area stocks will have to do the heavy lifting, driven either by the underperformance of global technology stocks or the outperformance of euro area financials – which are extremely cheap relative to US banks and have much further scope for earnings to normalize as the pandemic draws to a close. The US 10-Year Treasury yield has edged lower over the past month, after having risen to levels that were extremely technically stretched. Despite this pause, our valuation index highlights that bonds are still expensive, and that yields could move higher over the cyclical investment horizon. We expect the rise to be more modest than our valuation index would imply, but we would still recommend a modestly short duration stance within a fixed-income portfolio. Commodity prices, particularly copper, lumber, and agricultural commodities, are screaming higher. This reflects bullish cyclical conditions, but also pandemic-induced supply shortages that are likely to wane later this year. Commodity prices are technically extended and sentiment is extremely bullish for most commodities, suggesting that a breather in commodity prices is likely at some point over the coming several months. US and global LEIs remain in a solid uptrend, and global manufacturing PMIs are strong. Our global LEI diffusion index has declined significantly, but this likely reflects the outsized impact of a few emerging market countries (whose vaccination progress is lagging). Strong leading and coincident indicators underscore that the global demand for goods is robust, and that output is below pre-pandemic levels in most economies because of very weak services spending. The latter will recover significantly later this year, as social distancing and other pandemic control measures disappear. EQUITIES: Chart III-1US Equity Indicators US Equity Indicators US Equity Indicators Chart III-2Willingness To Pay For Risk Willingness To Pay For Risk Willingness To Pay For Risk Chart III-3US Equity Sentiment Indicators US Equity Sentiment Indicators US Equity Sentiment Indicators   Chart III-4Revealed Preference Indicator Revealed Preference Indicator Revealed Preference Indicator Chart III-5US Stock Market Valuation US Stock Market Valuation US Stock Market Valuation Chart III-6US Earnings US Earnings US Earnings Chart III-7Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Chart III-8Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance   FIXED INCOME:   Chart III-9US Treasurys And Valuations US Treasurys And Valuations US Treasurys And Valuations Chart III-10Yield Curve Slopes Yield Curve Slopes Yield Curve Slopes Chart III-11Selected US Bond Yields Selected US Bond Yields Selected US Bond Yields Chart III-1210-Year Treasury Yield Components 10-Year Treasury Yield Components 10-Year Treasury Yield Components Chart III-13US Corporate Bonds And Health Monitor US Corporate Bonds And Health Monitor US Corporate Bonds And Health Monitor Chart III-14Global Bonds: Developed Markets Global Bonds: Developed Markets Global Bonds: Developed Markets Chart III-15Global Bonds: Emerging Markets Global Bonds: Emerging Markets Global Bonds: Emerging Markets   CURRENCIES: Chart III-16US Dollar And PPP US Dollar And PPP US Dollar And PPP Chart III-17US Dollar And Indicator US Dollar And Indicator US Dollar And Indicator Chart III-18US Dollar Fundamentals US Dollar Fundamentals US Dollar Fundamentals Chart III-19Japanese Yen Technicals Japanese Yen Technicals Japanese Yen Technicals Chart III-20Euro Technicals Euro Technicals Euro Technicals Chart III-21Euro/Yen Technicals Euro/Yen Technicals Euro/Yen Technicals Chart III-22Euro/Pound Technicals Euro/Pound Technicals Euro/Pound Technicals   COMMODITIES: Chart III-23Broad Commodity Indicators Broad Commodity Indicators Broad Commodity Indicators Chart III-24Commodity Prices Commodity Prices Commodity Prices Chart III-25Commodity Prices Commodity Prices Commodity Prices Chart III-26Commodity Sentiment Commodity Sentiment Commodity Sentiment Chart III-27Speculative Positioning Speculative Positioning Speculative Positioning   ECONOMY: Chart III-28US And Global Macro Backdrop US And Global Macro Backdrop US And Global Macro Backdrop Chart III-29US Macro Snapshot US Macro Snapshot US Macro Snapshot Chart III-30US Growth Outlook US Growth Outlook US Growth Outlook Chart III-31US Cyclical Spending US Cyclical Spending US Cyclical Spending Chart III-32US Labor Market US Labor Market US Labor Market Chart III-33US Consumption US Consumption US Consumption Chart III-34US Housing US Housing US Housing Chart III-35US Debt And Deleveraging US Debt And Deleveraging US Debt And Deleveraging   Chart III-36US Financial Conditions US Financial Conditions US Financial Conditions Chart III-37Global Economic Snapshot: Europe Global Economic Snapshot: Europe Global Economic Snapshot: Europe Chart III-38Global Economic Snapshot: China Global Economic Snapshot: China Global Economic Snapshot: China   Jonathan LaBerge, CFA Vice President The Bank Credit Analyst Footnotes 1 Please see Global Investment Strategy "Taxing Woke Capital," dated April 16, 2021, available at gis.bcaresearch.com 2 Please see The Bank Credit Analyst Special Report "R-star, And The Structural Risk To Stocks," dated March 31, 2021, available at bca.bcaresearch.com 3 Please see The Bank Credit Analyst Special Report "R-star, And The Structural Risk To Stocks," dated March 31, 2021, available at bca.bcaresearch.com 4 Presented in this fashion, a budget deficit (surplus) is recorded with a positive (negative) sign. 5 For more information, please see US Political Strategy report “Biden’s Pittsburgh Speech And Legislative Agenda,” dated April 1, 2021, available at usp.bcaresearch.com 6 Please see “Term premia: models and some stylised facts”, by Cohen, Hördahl, and Xia, BIS Quarterly Review, September 2008.

Highlights If fully implemented, President Biden’s Made in America Tax Plan would reduce S&P 500 earnings by about 8%. We expect some of the proposed tax measures to be watered down, resulting in a 5% decline in earnings. Investors are likely to shrug off the near-term impact of higher taxes, given strong economic growth and continued support from accommodative monetary policy. Looking further out, however, we see four reasons why US tax rates are likely to keep rising, eventually reaching levels that hurt stock prices: First, the effective US corporate tax rate is still very low; second, the failure of President Trump’s tax cuts to boost investment spending will make it easier eventually to fully reverse them; third, rising bond yields will make it more expedient to fund spending with higher taxes rather than increased borrowing; and fourth, and most importantly, the political winds are shifting in favor of higher taxes on corporations and the wealthy. The Democrats have been moving leftward on economic matters for some time. For their part, conservative Republicans are starting to ask themselves why they should support tax cuts for a growing list of “woke” companies that seemingly hate them. The US corporate sector is at risk of being left without a party to defend its interests. Thus, while the near-term outlook for stocks is still bright, the long-term outlook is growing increasingly dim. The Biden Tax Plan On March 31st, President Biden unveiled the American Jobs Plan. The plan proposes $2.25 trillion in new federal spending, spread out over eight years, on public infrastructure and other areas. As outlined in the Made In America Tax Plan, the Biden Administration will seek to raise $2 trillion in tax revenue over the next 15 years in order to fund the new spending package. The three most important provisions in the tax plan are: Raising the domestic corporate income tax rate from 21% to 28%. This would bring the tax rate halfway back to where it was prior to the Trump tax cuts (35%). Taking into account the global distribution of corporate profits and other factors, such a tax hike would reduce S&P 500 earnings by about 4%. Increasing the minimum tax on the foreign profits of US companies. The Biden administration proposes doubling the minimum tax rate on Global Intangible Low-Taxed Income (GILTI) from 10.5% to 21%. It also plans to eliminate the Foreign-Derived Intangible Income deduction (FDII). These two measures would reduce S&P 500 earnings by about another 3.5%. A 15% minimum tax on “book income” (i.e., the earnings that companies report to shareholders). The tax applies to corporations with annual profits in excess of $2 billion. The Treasury department estimates that 45 companies will be liable for this tax. It would cut S&P 500 earnings by a further 0.5%. Taken together, these provisions would reduce S&P 500 earnings by about 8%. In practice, we think the impact will be closer to 5%. The Biden plan includes a variety of tax credits, focusing on areas such as clean energy and R&D, which should offset some of the tax increases. The ultimate corporate tax rate is also likely to fall short of 28%. West Virginia Senator Joe Manchin, the critical swing voter, has already said he would prefer to cap it at 25%. What Has Been Priced In? Chart 1Companies That Stand To Lose The Most From Higher Taxes Have Fared Well Companies That Stand To Lose The Most From Higher Taxes Have Fared Well Companies That Stand To Lose The Most From Higher Taxes Have Fared Well Our reading of the data suggests that very little of the impact from higher taxes has been baked into either analyst earnings estimates or market expectations. Chart 1 displays the performance of Goldman‘s “Formerly High Tax” and “Formerly Low Tax” equity baskets. The formerly high-taxed companies gained the most from Trump’s tax cuts and presumably would lose the most if the tax cuts were rolled back. Yet, they have outperformed their low-taxed peers since the Georgia runoff election, which handed the Senate to the Democrats. Likewise, earnings estimates have not reacted to the prospect of higher taxes. This is not surprising. Chart 2 shows that analysts did not adjust their earnings estimates until shortly after President Trump signed the Tax Cuts and Jobs Act into law on December 22, 2017. Similar to what happened back then, analysts appear to be waiting for the details of the ultimate tax package before changing their estimates. Chart 2Analysts Have Not Adjusted Their Earnings Estimates To Reflect The Likelihood Of Higher Taxes Analysts Have Not Adjusted Their Earnings Estimates To Reflect The Likelihood Of Higher Taxes Analysts Have Not Adjusted Their Earnings Estimates To Reflect The Likelihood Of Higher Taxes For Now, Business Cycle Dynamics Are More Important Than Taxes While the failure of the investment community to price in higher taxes represents a headwind to stocks, we would characterize it as a modest headwind. IBES estimates still point to earnings growth of 15% for S&P 500 companies in 2022. It would take an unrealistically large tax hit to keep corporate profits from rising next year. The IMF’s latest economic projections, released a few weeks ago, foresee US real GDP growing by 3.5% in 2022, one full percentage point faster than the Fund expected in January (Table 1). Given the strong correlation between equity returns and economic growth, the equity bull market will likely survive a tax increase (Chart 3). Table 1Growth Remains Robust Taxing Woke Capital Taxing Woke Capital Chart 3Stocks Usually Outperform Bonds When Economic Growth Is Strong Stocks Usually Outperform Bonds When Economic Growth Is Strong Stocks Usually Outperform Bonds When Economic Growth Is Strong   Of course, some stocks could still feel the pinch from higher taxes. The tech sector is especially vulnerable, given that it currently enjoys one of the lowest effective tax rates in the S&P 500 (Chart 4). Tech companies have also been very adept at shifting income from intangible assets such as patents to offshore tax havens, which is likely to put them in the crosshairs of the soon-to-be bulked up IRS.1 We currently favor value over growth stocks. The likelihood that higher taxes will have a disproportionately negative effect on growth sectors such as tech only reinforces this view. Chart 4Tech Is Vulnerable To Higher Taxes Taxing Woke Capital Taxing Woke Capital   Higher Taxes: Start Of A Long-Term Trend? While we are not too worried about the near-term impact of higher taxes on equity prices, we are more concerned about the longer-term consequences. As we discuss below, not only is Biden likely to raise personal income and capital gains taxes to fund future spending initiatives such as the forthcoming American Families Plan, but the pressure to keep raising business taxes will persist well beyond his administration. There are four reasons for this: Reason #1: The effective US corporate tax rate is still very low Chart 5Corporate Tax Revenues Are Low Corporate Tax Revenues Are Low Corporate Tax Revenues Are Low In April 2018, four months after the Tax Cuts and Jobs Act came into effect, the Congressional Budget Office projected that US corporations would pay $276 billion in corporate taxes in 2019. In the end, they paid only $230 billion.2 US corporate income tax receipts stood at only 1% of GDP in 2018-19, half of what they were in 2013-17 (Chart 5). During Ronald Reagan’s second term in office, US corporations faced an effective tax rate of around 30%. Today, it is less than 15% (Chart 6). As a share of GDP, the US government collects less corporate tax revenue than almost all other OECD economies (Chart 7).   Chart 6The Economy-Wide Effective Corporate Tax Rate Has Been Shrinking For More Than Three Decades The Economy-Wide Effective Corporate Tax Rate Has Been Shrinking For More Than Three Decades The Economy-Wide Effective Corporate Tax Rate Has Been Shrinking For More Than Three Decades Chart 7US Corporate Taxation Is Not High Taxing Woke Capital Taxing Woke Capital Chart 8Trump Was Unlucky To Be Singled Out By The IRS Taxing Woke Capital Taxing Woke Capital Moreover, the US government often does not even bother to even collect the money that is owed to it. Audits of corporations with more than $20 billion in assets are down 50% since 2011. Audits of individuals with annual income above $1 million are down 80% (Chart 8). In his testimony to the US Senate this week Chuck Rettig, IRS Commissioner, estimated that tax evasion costs the government $1 trillion per year. Reason #2: The failure of Trump’s tax cuts to boost investment spending will make it easier to eventually fully reverse them If the Trump tax cuts had raised investment spending, it would be easier to overlook the negative effect that they had on the budget deficit. The evidence, however, suggests that lower corporate taxes did very little to spur capex. Chart 9 shows that capital spending barely increased as a share of GDP in the two years following the passage of the Tax Cuts and Jobs Act. According to the International Monetary Fund, only one-fifth of the tax cuts were used to finance capital investment and R&D spending.3 Along the same lines, Hanlon, Hoopes, and Slemrod found that fewer than a quarter of S&P 500 companies discussed plans to increase capex in response to lower taxes during their conference calls.4 Chart 9Trump's Tax Cuts Did Little To Spur Investment Trump's Tax Cuts Did Little To Spur Investment Trump's Tax Cuts Did Little To Spur Investment Chart 10Business Equipment And IP Do Not Last Long Business Equipment And IP Do Not Last Long Business Equipment And IP Do Not Last Long   Why did corporate investment fail to rise much? One answer is that a tax on profits is not the same thing as a tax on capital investment. As Appendix 1 explains, lower corporate taxes are unlikely to have much of an effect on debt-financed capital spending when interest costs are tax deductible. Unlike long-lived assets such as homes, most of the corporate capital stock is fairly short-lived (Chart 10). The demand for business equipment and software depends more on the outlook for aggregate demand than on the cost of capital. Finally, as we explained in a report entitled Inequality Led To QE, Not The Other Way Around, the majority of corporate profits these days can be attributed to monopolistic power of one form or another. Standard economic theory suggests that taxing monopoly rents will not reduce output or investment. Reason #3: Rising bond yields will make it more expedient to fund spending with higher taxes rather than increased borrowing With interest rates still at exceptionally low levels, there is no immediate need to raise taxes to finance increased government spending. This is especially true for infrastructure spending, which can reasonably be expected to boost economic growth (and hence tax receipts) over the long haul. Chart 11US Interest Payments Will Skyrocket Under The Status Quo US Interest Payments Will Skyrocket Under The Status Quo US Interest Payments Will Skyrocket Under The Status Quo If interest rates were to rise, however, governments would likely find it advantageous to increase taxes rather than face spiralling debt-servicing costs. Public debt levels are very high in the US and in most other economies, so any increase in interest rates would siphon funds from social programs towards bondholders. This would not be popular with voters. The Congressional Budget Office estimates that federal government interest payments will swell rapidly over the coming decades if measures are not taken to rein in budget deficits (Chart 11). As we discuss next, these measures are likely to take the form of higher taxes rather than spending cuts.   Reason #4: The political winds are shifting in favor of higher taxes on corporations and the wealthy Democrats have been moving leftward for some time. In 2001, 50% of Democrats said that “government should do more to solve our country’s problems.” Today, that number is 83% (Chart 12). Chart 12Democrats Want More Government Taxing Woke Capital Taxing Woke Capital Chart 13Big Ticket Social And Health Care Spending To Keep Rising Big Ticket Social And Health Care Spending To Keep Rising Big Ticket Social And Health Care Spending To Keep Rising While Republicans continue to show a preference for small government, this may not last. Medicare and Social Security consume over 40% of all federal non-interest spending. Outlays on both programs (Medicare in particular) are set to grow rapidly over the coming years (Chart 13). To the extent that the political preferences of older Americans lean Republican, this could make the GOP more inclined to support higher taxes in order to sustain benefits to the elderly. The fact that corporations and the rich increasingly favor socially liberal policies is leading conservative Republicans to ask why they should continue to support tax cuts for people and companies that seemingly hate them. Whereas Joe Biden won the richest US counties by 20 percentage points last November, Trump saw his support rise in the poorest counties (Chart 14). Reflecting this trend, the share of Republicans who expressed “hardly any confidence in Corporate America” rose from 19% in February 2018 to 30% in March 2021 (Chart 15).   Chart 14Democrats Have Made Serious Inroads Among The Better-Off Taxing Woke Capital Taxing Woke Capital Chart 15Republicans Growing More Skeptical Of Corporate CEOs Taxing Woke Capital Taxing Woke Capital More than twice as many Republicans now favor raising corporate taxes as lowering them (Chart 16). Nationally, 73% of Americans are dissatisfied with the influence that corporations have over the nation, a 25-point jump from 2001 (Chart 17). Chart 16More Americans Want To Soak The Rich Taxing Woke Capital Taxing Woke Capital Chart 17Souring Attitudes Toward Big Corporations Taxing Woke Capital Taxing Woke Capital Given the shift in public opinion, it is not too surprising that the Republican response to Biden‘s tax plan was decidedly “low energy”. After a perfunctory condemnation of the plan, Republican leaders quickly pivoted to attacking “woke” corporations. Addressing the corporate reaction to Georgia’s new election law, Senate Republican Leader Mitch McConnell declared “We are witnessing a coordinated campaign by powerful and wealthy people to mislead and bully the American people.” He went on to say, “From election law to environmentalism to radical social agendas to the Second Amendment, parts of the private sector keep dabbling in behaving like a woke parallel government. Corporations will invite serious consequences if they become a vehicle for far-left mobs to hijack our country from outside the constitutional order.” If current trends continue, as we suspect they will, the US corporate sector will be left without a party to defend its interests. Thus, while the near-term outlook for stocks is still bright, the long-term outlook is growing increasingly dim.   Peter Berezin Chief Global Strategist pberezin@bcaresearch.com   Appendix 1: When Do Higher Taxes On Corporate Profits Reduce Investment? Suppose a company is considering whether to purchase a piece of machinery for $1000. Let us assume that the company faces an external rate of return, r, of 8%. That is to say, it can borrow and lend at 8%. The accompanying table illustrates how the firm’s profits will vary depending on its internal rate of return (the return on investment that the machine will generate). Let us start with the case where the company finances the purchase of the machine by issuing new debt. For now, assume that the internal rate of return is 10% and that the machine can be used indefinitely (i.e., it never depreciates). In this case, the machine will generate $100 in operating income per year. After subtracting the $80 in interest expense, the company will be left with $20 in pre-tax income (Example A). Suppose the company faces an income tax of 20% and interest is fully tax deductible. Then, the company will pay a tax of $20*0.2=$4, leaving it with $16 in after-tax profits (Example B). Notice that while the tax reduced the company’s after-tax profit, it did not extinguish the incentive to purchase the machine in the first place. After all, while $20 is better than $16, $16 is still better than zero. Thus, in this simple example, we see that when the purchase of capital equipment is financed through debt and interest payments are fully tax deductible, the imposition of a profit tax will not affect the ultimate decision of whether to invest or not. Things change when interest is not tax deductible. In this case, the internal rate of return must rise to r/(1-t) to make the company indifferent between buying the machine or not. In the example above, this means the internal rate of return must increase to 8%/(1-0.2)=10%. Then, the company will make an operating profit of $100, pay $20 in tax on that profit, and after paying $80 in interest, end up breaking even (Example C). The calculus in deciding whether to invest in new capital equipment is similar for equity financing as it is for debt financing when interest payments are not tax deductible. The best way to think about equity financing is to ask how much the market price of the machine will be after the company purchases it. If there is no tax and the internal rate of return is 10%, the market price will be $100/0.08=$1250 (Example D). Since the company can buy the machine for $1000, it makes sense to buy it. If the owner of the machine has to pay a profit tax of 20% on the stream of income that it generates, its market value will only be $80/0.08=$1000 (Example E). At this point, the company is indifferent about whether to purchase the machine or not. How do things change when we abandon the assumption that the machine lasts forever? The main difference is that the decision of whether to buy the machine becomes less sensitive to changes in the cost of capital. For example, suppose the machine only lasts one year. To make it worthwhile for the company to purchase that machine, the revenue that it generates in that one year must rise dramatically (Example F). This makes the decision to purchase the machine much less dependent on the interest rate and more dependent on business cycle considerations, especially the outlook for aggregate demand.   Appendix Table 1 Taxing Woke Capital Taxing Woke Capital Footnotes 1 Jed Graham, “Biden's Tax Plan: What It Means For Amazon, Google, Facebook, Apple, Microsoft,” Investor’s Business Daily (April 8, 2021). 2 “The Accuracy of CBO’s Baseline Estimates for Fiscal Year 2019,” Congressional Budget Office (December 2019). 3 Emanuel Kopp, Daniel Leigh, Susanna Mursula, and Suchanan Tambunlertchai, “U.S. Investment Since the Tax Cuts and Jobs Act of 2017,” IMF Working Paper (May 31, 2019). 4 Michelle Hanlon, Jeffrey L. Hoopes, and Joel Slemrod, “Tax Reform Made Me Do It!” NBER Working Paper 25283 (November 2018). 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