India

Highlights Oil demand expectations remain high. Realized demand continues to disappoint. This means OPEC 2.0's production-management strategy – i.e., keeping the level of supply below demand – will continue to dictate oil-price levels. US producers will remain focused on consolidation via M&A and on returning capital to shareholders, in line with the Kingdom of Saudi Arabia's (KSA) expectation. Going forward, shale producers will focus on protecting and growing profit margins. The durability of OPEC 2.0's tactical advantage arising from its enormous spare capacity – ~ 7mm b/d – is difficult to gauge: Tightening global oil markets now in anticipation of Iran's return as a bona fide exporter benefits producers globally, and could accelerate the return of US shales if that return is delayed or re-opening boosts demand more than expected. We are raising our average Brent forecast for 2021 to $66.50 vs. $63/bbl earlier, with 2H21 prices averaging $70/bbl. We are moving our 2022 and 2023 forecasts up slightly to $74 and $81/bbl (Chart of the Week). WTI will trade $2-$3/bbl lower. We remain long the S&P GSCI Dynamic Roll Index ETF (COMT) and the S&P GSCI, expecting tight supply-demand balances to further steepen backwardations in forward curves. Feature While the forecasted rebound in global oil demand continues to drive expectations for higher prices, it is the production discipline of OPEC 2.0 and capital discipline imposed on US shale producers that has and will continue to super-charge the recovery of prices. Continued monetary accommodation and fiscal stimulus notwithstanding, realized global oil demand has mostly flatlined at ~ 96mm b/d following its surge in February, as uncertainty over COVID-19 containment keeps governments hesitant about reopening their economies too quickly. Stronger demand in Asia, led by China, has been offset by weaker demand in India and Japan, where COVID-19 remains a deterrent to re-opening and recovery. The recovery in DM demand generally stalled over this period even as vaccine availability increased (Chart 2). Chart of the WeekOPEC 2.0 Comfortable With Higher Prices Balance Of Risks Tilts To Higher Oil Prices Balance Of Risks Tilts To Higher Oil Prices Chart 2Global Demand Recovery Stalled Balance Of Risks Tilts To Higher Oil Prices Balance Of Risks Tilts To Higher Oil Prices That likely will change in 2H21, but it is not a given: The UK, which has been among the world leaders in COVID-19 containment and vaccinations, delayed its full reopening by a month – to July 19 – in an effort to gain more time to bolster its efforts against the Delta variant first identified in India. In the US, New York state lifted all COVID-19-induced restrictions and fully re-opened this week. Still, even in the US, unintended inventory accumulation in the gasoline market – just as the summer driving season should be kicking into high gear – suggests consumers remain cautious (Chart 3). Chart 3Unintended Inventory Accumulation in US Gasoline Market Balance Of Risks Tilts To Higher Oil Prices Balance Of Risks Tilts To Higher Oil Prices We continue to expect the re-opening of the US and Europe (including the UK) will boost DM demand in 2H21, and wider vaccine availability will boost EM oil demand later in the year and in 2022. For all of 2021, we have lifted our demand-growth estimate slightly to 5.3mm b/d from 5.2mm b/d last month. We expect global demand to grow 4.1mm b/d next year and 1.6mm b/d in 2023. Our 2021 estimates are in line with those of the US EIA and the IEA. OPEC is more bullish on demand recovery this year, expecting growth of 6mm b/d. We continue to believe the risk on the demand side remains to the upside; however, given continued uncertainty around global COVID-19 containment, we remain circumspect. Supply-Side Discipline Drives Oil Prices OPEC 2.0 remains committed to its production-management strategy that is keeping the level of supply below demand. Compliance with production cuts in May reportedly was at 115%, following a 114% rate in April.1 Core OPEC 2.0 – i.e., states with the capacity to increase production – is holding ~ 7mm b/d of spare capacity, according to the IEA, which will allow it to continue to perform its role as the dominant supplier in our modeling (Chart 4). Earlier this year, KSA's Energy Minister Abdulaziz bin Salman correctly recognized the turn in the market that likely ensures OPEC 2.0's dominance for the foreseeable future – i.e., the shift in focus of the US shale-oil producers from production for the sake of production to profitability.2 This is a trend that has been apparent for years as capital markets all but abandoned US shale-oil producers. Chart 4OPEC 2.0 Remains Dominant Balance Of Risks Tilts To Higher Oil Prices Balance Of Risks Tilts To Higher Oil Prices Producers outside OPEC 2.0 – what we refer to as the "price-taking cohort" – have prioritized shareholder interests as a result of this market pressure, and remain focused on sometimes-forced consolidation via M&A, which we have been expecting.3 The significance of this evolution of shale-oil production is difficult to overstate, particularly as the survivors of this consolidation will be firms with strong balance sheets and a focus on profitability, as is the case with any well-run manufacturing firm. We also expect large producers to opportunistically shed production assets to reduce their carbon footprints, so as to come into compliance with court-ordered emission reductions and shareholder demands to reduce pollution.4 With the oil majors like Shell, Equinor and Oxy divesting themselves of shale properties, production increasingly will be in the hands of firms driven by profitability.5 We expect US shale-oil production to end the year at 9.86mm b/d and to average 9.57mm b/d next year; however, as the shales become the marginal global supply, production could become more volatile (Chart 5). The consolidation of US production also will alter the profitability of firms continuing to operate in the shales. We expect breakeven costs to fall as acquired production by stronger firms results in high-grading of assets – only the most profitable will be produced given market-pricing dynamics – while less profitable acreage will be mothballed until prices support development(Chart 6). Chart 5US Producers Focus On Profitability Balance Of Risks Tilts To Higher Oil Prices Balance Of Risks Tilts To Higher Oil Prices Chart 6Shale Breakevens Likely Fall As Consolidation Picks Up Balance Of Risks Tilts To Higher Oil Prices Balance Of Risks Tilts To Higher Oil Prices Supply-Demand Balances Tightening The current round of M&A consolidation and OPEC 2.0's continued discipline lead us to expect continued tightening of global oil supply-demand balances this year and next (Chart 7). This will allow inventories to continue to draw, which will keep forward oil curves backwardated (Chart 8). Chart 7Supply-Demand Balances Will Continue To Tighten Balance Of Risks Tilts To Higher Oil Prices Balance Of Risks Tilts To Higher Oil Prices Chart 8Tighter Markets, Lower Stocks Balance Of Risks Tilts To Higher Oil Prices Balance Of Risks Tilts To Higher Oil Prices The critical factor here will be OPEC 2.0's continued calibration of supply in line with realized demand and the return of Iran as a bona fide exporter, which we expect later this year. OPEC 2.0's restoration of ~ 2mm b/d of supply will be done by the beginning of 3Q21, when we expect Iran to begin restoring production and visible exports (i.e., in addition to its under-the-radar sales presently). The return of Iranian supply – and a possible increase in Libyan output – will present some timing difficulties for OPEC 2.0's overall strategy, but they will be short-lived. We continue to monitor output to assess the evolution of balances (Table 1). Table 1BCA Global Oil Supply - Demand Balances (MMb/d, Base Case Balances) Balance Of Risks Tilts To Higher Oil Prices Balance Of Risks Tilts To Higher Oil Prices Investment Implications Oil demand will increase over the course of 2H21, as vaccines become more widely distributed globally, and the massive fiscal and monetary stimulus deployed worldwide kicks economic activity into high gear. On the supply side, markets will tighten on the back of continued restraint until Iranian barrels return to the market. The balance of risk is to the upside, particularly if the US and Iran are unable to agree terms that restore Iran as a bona fide exporter. In that case, the market tightening now under way will result in sharply higher prices. That said, realized demand growth has stalled over the past three months, which can be seen in unintended inventory accumulation in the US gasoline markets just as the summer driving season opens. We are raising our average Brent forecast for 2021 to $66.50 vs. $63/bbl earlier, with 2H21 prices averaging $70/bbl. We are moving our 2022 and 2023 forecasts up slightly as well to $74 and $81/bbl (Chart of the Week). WTI will trade $2-$3/bbl lower. We remain long the S&P GSCI Dynamic Roll Index ETF (COMT) and the S&P GSCI, expecting tight supply-demand balances to further steepen backwardations in forward curves. The big risk, as highlighted above, remains an acceleration of COVID-19 infections, hospitalizations and deaths, which force governments to delay re-opening or impose localized lockdowns once again. In this regard, KSA's strategy of calibrating its output to realized – vice forecasted – demand likely will remain in place.   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 China's refinery throughput surged 4.4% to 14.3mm b/d in May, a record high that surpassed November 2020's previous record of 14.26mm b/d, according to S&P Platts Global. The increased runs were not unexpected, and were largely accounted for by state-owned refiners, which operated at 80% of capacity after coming out of turnaround season. Turnarounds will fully end in July. In addition, taxes on niche refined-product imports are due to increase, which will bolster refinery margins as inventories are worked down. China's domestic crude oil production was just slightly more than 4mm b/d. Base Metals: Bullish China's Standing Committee approved the release an undisclosed amount of its copper, aluminum and zinc stockpiles via an auction process in the near future, according to reuters.com. The government disclosed its intent on the website of National Food and Strategic Reserves Administration on Wednesday; however, specifics of the auction – volumes and auction schedule, in particular – were not disclosed. Prices had fallen ~ 9% from recent record highs in the lead-up to the announcement, which we flagged last month.6 Prices rallied from lows close to $4.34/lb on the COMEX Wednesday (Chart 9). Precious Metals: Bullish After a worse-than-expected US employment report, we do not expect the Federal Reserve to lift nominal interest rates in Wednesday’s Federal Open Market Committee (FOMC) meeting. The Fed will only raise rates once the US economy reaches a level consistent with its definition of "maximum employment." Wednesday’s interest rate decision will be crucial to gold prices. If the Fed does not mention asset tapering or an interest-rate hike, citing current inflation as a transitory phenomenon, gold demand and prices will rise. On the other hand, if the Fed indicates an interest rate hike sooner than the previously stated 2024, this will weigh on gold prices (Chart 10). Ags/Softs: Neutral As of June 13, 96% of the US corn crop had emerged vs. the five-year average of 91%, according to the USDA. 68% of the crop was rated in good to excellent condition, slightly below the five-year average. In the bean market, 94% of the crop was planted as of 13 June, vs. the five-year average of 88%. The Department reported 86% of the crop had emerged vs. the five-year average of 74%. According to the USDA, 52% of the bean crop was in good-to-excellent condition vs the five-year average of 72%. Chart 9 Balance Of Risks Tilts To Higher Oil Prices Balance Of Risks Tilts To Higher Oil Prices Chart 10 Balance Of Risks Tilts To Higher Oil Prices Balance Of Risks Tilts To Higher Oil Prices   Footnotes 1     Please see OPEC+ complies with 115% of agreed oil curbs in May - source published by reuters.com on June 11, 2021. 2     Please see Saudis raise U.S. and Asian crude prices for April delivery published by worldoil.com on March 8, 2021. 3    Please see US shale consolidation continues as Independence scoops up Contango Oil & Gas published by S&P Global Platts on June 8, 2021. 4    We discuss this in A Perfect Energy Storm On The Way, published on June 3, 2021.  Climate activism will become increasingly important to the evolution of oil and natural gas production, and likely will lead to greater concentration of supply in the hands of OPEC 2.0 and privately held producers that do not answer to shareholders. 5    Please see Interest in Shell's Permian assets seen as a bellwether for shale demand published by reuters.com on June 15, 2021. 6    Please see Less Metal, More Jawboning, which we published on May 27, 2021.  It is available at ces.bcaresearch.com. Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Image

Highlights US labor-market disappointments notwithstanding, the global recovery being propelled by real GDP growth in the world's major economies is on track to be the strongest in 80 years. This growth will fuel commodity demand, which increasingly confronts tighter supply.  Higher commodity prices will ensue, and feed through to realized and expected inflation.  Manufacturers will continue to see higher input and output prices. Our modeling suggests the USD will weaken to end-2023; however, most of the move already has occurred.  Real US rates will remain subdued, as the Fed looks through PCE inflation rates above its 2% target and continues to focus on its full-employment mandate (Chart of the Week). Given these supportive inflation fundamentals, we remain long gold with a price target of $2,000/oz for this year.  We are upgrading silver to a strategic position, expecting a $30/oz price by year-end.  We remain long the S&P GSCI Dynamic Roll Index ETF (COMT) and the S&P GSCI, expecting tight supply-demand balances to steepen backwardations in forward curves, and long the Global Metals & Mining Producers ETF (PICK). Global economic policy uncertainty will remain elevated until broader vaccine distributions reduce lockdown risks. Feature The recovery of the global economy catalyzed by massive monetary accommodation and fiscal stimulus is on track to be the strongest in the past 80 years, according to the World Bank.1 The Bank revised its growth expectation for real GDP this year sharply higher – to 5.6% from its January estimate of 4.1%. For 2022, the rate of global real GDP growth is expected to slow to 4.3%, which is still significantly higher than the average 3% growth of 2018-19. DM economies are expected to grow at a 4% rate this year – double the average 2018-19 rate – while EM growth is expected to come in at 6% this year vs a 4.2% average for 2018-19. The big drivers of growth this year will be China, where the Bank expects an unleashing of pent-up demand to push real GDP up by 8.5%, and the US, where massive fiscal and monetary support will lift real GDP 6.8%. The Bank expects other DM economies will contribute to this growth, as well. Growth in EM economies will be supported by stronger demand and higher commodity prices, in the Bank's forecast. Commodity demand is recovering faster than commodity supply in the wake of this big-economy GDP recovery. As a result, manufacturers globally are seeing significant increases in input and output prices (Chart 2). Chart of the WeekUS Real Rates Continue To Languish Gold, Silver, Indexes Favored As Inflation Looms Gold, Silver, Indexes Favored As Inflation Looms Chart 2Global Manufacturers' Prices Moving Higher Gold, Silver, Indexes Favored As Inflation Looms Gold, Silver, Indexes Favored As Inflation Looms These price increases at the manufacturing level reflect the higher-price environment in global commodity markets, particularly in industrial commodities – i.e., bulks like iron ore and steel; base metals like copper and aluminum; and oil prices, which touch most processes involved in getting materials out of the ground and into factories before they make their way to consumers, who then drive to stores to pick up goods or have them delivered. Chart 3Commodity Price Increases Reflected in CPI Inflation Expectations Commodity Price Increases Reflected in CPI Inflation Expectations Commodity Price Increases Reflected in CPI Inflation Expectations These price pressures are being picked up in 5y5y CPI swaps markets, which are cointegrated with commodity prices (Chart 3). This also is showing up in shorter-tenor inflation gauges – monthly CPI and 2y CPI swaps. Oil prices, in particular, will be critical to the evolution of 5-year/5-year (5y5y) CPI swap rates, which are closely followed by fixed-income markets (Chart 4). Chart 4Oil Prices Are Key To 5Y5Y CPI Swap Rates Oil Prices Are Key To 5Y5Y CPI Swap Rates Oil Prices Are Key To 5Y5Y CPI Swap Rates Higher Gold Prices Expected CPI inflation expectations drive 5-year and 10-year real rates, which are important explanatory variables for gold prices (Chart 5).2 In addition, the massive monetary and fiscal policy out of the US also is driving expectations for a lower USD: Currency debasement fears are higher than they otherwise would be, given all the liquidity and stimulus sloshing around global markets, which also is bullish for gold (Chart 6). Chart 5Weaker Real Rates Bullish For Gold Weaker Real Rates Bullish For Gold Weaker Real Rates Bullish For Gold Chart 6Weaker USD Supports Gold Weaker USD Supports Gold Weaker USD Supports Gold All of these effects, particularly the inflationary impacts, are summarized in our fair-value gold model (Chart 7). At the beginning of 2021, our fair-value gold model indicated price would be closer to $2,005/oz, which was well above the actual gold price in January. Gold prices have remained below the fair value model since the beginning of 2021. The model explains gold prices using real rates, TWIB, US CPI and global economic policy uncertainty. Based on our modeling, we expect these variables to continue to be supportive of gold, bolstering our view the yellow metal will reach $2000/ oz this year. Unlike industrial commodities, gold prices are sensitive to speculative positioning and technical indicators. Our gold composite indicator shows that gold prices may be reflecting bullish sentiment. This sentiment likely reflects increasing inflation expectations, which we use as an explanatory variable for gold prices. The fact that gold is moving higher on sentiment is corroborated by the latest data point from Marketvane’s gold bullish consensus, which reported 72% of the traders expect prices to rise further (Chart 8). Chart 7BCAs Gold Fair-Value Model Supports 00/oz View BCAs Gold Fair-Value Model Supports $2000/oz View BCAs Gold Fair-Value Model Supports $2000/oz View Chart 8Sentiment Supports Oil Prices Sentiment Supports Oil Prices Sentiment Supports Oil Prices Investment Implications The massive monetary and fiscal stimulus that saw the global economy through the worst of the economic devastation of the COVID-19 pandemic is now bubbling through the real economy, and will, if the World Bank's assessment proves out, result in the strongest real GDP growth in 80 years. Liquidity remains abundant and interest rates – real and nominal – remain low. In its latest Global Economic Prospects, the Bank notes, " The literature generally suggests that monetary easing, both conventional and unconventional, typically boosts aggregate demand and inflation with a lag of 1-3 years …" The evidence for this is stronger for DM economies than EM; however, as the experience in China shows, scale matters. If the Bank's assessment is correct, the inflationary impulse from this stimulus should be apparent now – and it is – and will endure for another year or two. This stimulus has catalyzed organic growth and will continue to do so for years, particularly in economies pouring massive resources into renewable-energy generation and the infrastructure required to support it, a topic we have been writing about for some time.3 We remain long gold with a price target of $2,000/oz for this year. We are long silver on a tactical basis, but given our growth expectations, are upgrading this to a strategic position, expecting a $30/oz price by year-end. As we have noted in the past, silver is sensitive to all of the financial factors we consider when assessing gold markets, and it has a strong industrial component that accounts for more than half of its demand.4 Supportive fundamentals remain in place, with total supply (mine output and recycling) falling, demand rising and balances tightening (Chart 9). Worth noting is silver's supply is constrained because of underinvestment in copper production at the mine level, where silver is a by-product. On the demand side, continued recovery of industrial and consumer demand will keep silver prices well supported. In terms of broad commodity exposure, we remain long the S&P GSCI Dynamic Roll Index ETF (COMT) and the S&P GSCI, expecting tight supply-demand balances to continue to draw down inventories – particularly in energy and metals markets – which will lead to steeper backwardations in forward curves. Backwardation is the source of roll-yields for long commodity index investments. Investors initially have a long exposure in deferred commodity futures contracts, which are then liquidated and re-established when these contracts become more prompt (i.e., closer to delivery). If the futures' forward curves are backwardated, investors essentially are buying the deferred contracts at a lower price than the price at which the position likely is liquidated. We also remain long the Global Metals & Mining Producers ETF (PICK), an equity vehicle that spans miners and traders; the longer discounting horizon of equity markets suits our view on metals. Chart 9Upgrading Silver To Strategic Position Gold, Silver, Indexes Favored As Inflation Looms Gold, Silver, Indexes Favored As Inflation Looms Chart 10Wider Vaccine Distribution Will Support Gold Demand Gold, Silver, Indexes Favored As Inflation Looms Gold, Silver, Indexes Favored As Inflation Looms Global economic policy uncertainty will remain elevated until broader vaccine distributions reduce lockdown risks. We expect the wider distribution of vaccines will become increasingly apparent during 2H21 and in 2022. This will be bullish for physical gold demand – particularly in China and India – which will add support for our gold position (Chart 10).       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 US EIA expects Brent crude oil prices to fall to $60/bbl next year, given its call higher production from OPEC 2.0 and the US shales will outpace demand growth. The EIA expects global oil demand will average just under 98mm this year, or 5.4mm b/d above 2020 levels. For next year, the EIA is forecasting demand will grow 3.6mm b/d, averaging 101.3mm b/d. This is slightly less than the demand growth we expect next year – 101.65mm b/d. We are expecting 2022 Brent prices to average $73/bbl, and $78/bbl in 2023. We will be updating our oil balances and price forecasts in next week's publication. Base Metals: Bullish Pedro Castillo, the socialist candidate in Peru's presidential election, held on to a razor-thin lead in balloting as we went to press. Markets have been focused on the outcome of this election, as Castillo has campaigned on increasing taxes and royalties for mining companies operating in Peru, which accounts for ~10% of global copper production. The election results are likely to be contested by opposition candidate rival Keiko Fujimori, who has made unsubstantiated claims of fraud, according to reuters.com. Copper prices traded on either side of $4.50/lb on the CME/COMEX market as the election drama was unfolding (Chart 11). Precious Metals: Bullish As economies around the world reopen and growth rebounds, car manufacturing will revive. Stricter emissions regulations mean the demand for autocatalysts – hence platinum and palladium – will rise with the recovery in automobile production. Platinum is also used in the production of green hydrogen, making it an important metal for the shift to renewable energy. On the supply side, most platinum shafts in South Africa are back to pre-COVID-19 levels, according to Johnson Matthey, the metals refiner. As a result, supply from the world’s largest platinum producer will rebound by 40%, resulting in a surplus. South Africa accounts for ~ 70% of global platinum supply. The fact that an overwhelming majority of platinum comes from a nation which has had periodic electricity outages – the most recent one occurring a little more than a week ago – could pose a supply-side risk to this metal. This could introduce upside volatility to prices (Chart 12). Ags/Softs: Neutral As of 6 June, 90% of the US corn crop had emerged vs a five-year average of 82%; 72% of the crop was reported to be in good to excellent condition vs 75% at this time last year. Chart 11 Political Risk in Chile and Peru Could Bolster Copper Prices Political Risk in Chile and Peru Could Bolster Copper Prices Chart 12 Platinum Prices Going Up Platinum Prices Going Up Footnotes 1     Please see World Bank's Global Economic Prospects update, published June 8, 2021. 2     In fact, US Treasury Inflation-Indexed securities include the CPI-U as a factor in yield determination.  3    For our latest installment of this epic evolution, please see A Perfect Energy Storm On The Way, which we published last week.  It is available at ces.bcareserch.com. 4    Please see Higher Inflation Expectations Battle Lower Risk Premia In Gold Markets, which we published February 4, 2021. It is available at ces.bcareserch.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

Dear Client, In this special report we are pleased to introduce Ritika Mankar, the newest Strategist to join BCA Research and Geopolitical Strategy. Ritika hails from Mumbai where she has led a distinguished career as a director at Ambit, an institutional equity brokerage, leading one of the top macro research franchises in India. She is also a director on the board of CFA Society India. Going forward Ritika will oversee Geopolitical Strategy’s India and South Asia analysis. In this report Ritika argues that owing to both under-investment and under-employment, India’s growth engine is set to misfire in FY22. Investors should pare their exposure to Indian assets for now. I trust you will find the report insightful and will look forward to Ritika’s regular contributions, which will deepen our global coverage of market-relevant geopolitical trends and themes. Sincerely, Matt Gertken Geopolitical Strategist   Highlights Indian equities have outperformed emerging market equities decisively since March 2020. But a festering jobs problem in the informal sector and weak consumer confidence, will mean that both consumption and investment growth could disappoint in FY22. We recommend closing the Long Indian / Short Chinese Equities trade and the Long Indian Local Currency Bond / Short EM Bonds trade. We launch two new trades: Short India Banks and Long India Consumer Discretionary. Feature India has been the blue-eyed boy of the emerging market space since the dawn of the twenty-first century. Narratives about India have had a marked bullish tilt. To be fair, this optimism is justified most of the time for three very good reasons. Firstly, India’s geopolitical backdrop has improved. At home, the aftermath of the Great Recession saw the emergence of a new policy consensus consisting of nationalism and economic development. Indian policymakers recognize that if they undertake reforms to boost productivity then India has a chance of achieving a stronger strategic position in South Asia than military might alone can give it. Abroad, India is being courted by foreign powers and foreign investors. The United States has broken up the special relationship it maintained with China since the early 1970s. India stands to benefit from the West’s need now to counter-balance China. Secondly, India’s growth engine relies primarily on consumption as compared to more volatile components like net exports. Consumption makes up 56% of GDP. A consumption-powered economy that is young and not yet saturated with consumer goods, from washing machines to cars, deserves a premium. Growth in such an economy is likely to be far more predictable as compared to an export-driven economy that must contend with commodity price cycles, foreign business cycles, and de-globalization. Thirdly, India scores over other emerging markets as it offers political stability in a well-entrenched democratic framework. Despite having a low per capita income, India has a political system that is comparable to that of high-income developed countries. India’s head of state has been democratically elected since 1951 and the government at the centre has completed its full five-year term every time since 1999. More importantly, India’s institutions by design are “inclusive.”1 Institutions that provide checks and balances also deliver most of the time. So, unlike say in the case of China, Russia, Brazil, or even Turkey, India rarely gives an emerging market fund manager sleepless nights on account of politics or policy unpredictability. Whilst India deserves the premium it attracts most of the time, in this note we highlight that the market seems to be underpricing certain material risks that are building up in India. Distinct from the challenges created by COVID-19 (more on this later), India’s growth engine appears to be sputtering as two key faults develop: Under-investment: India has underinvested in capital creation for over a decade now. With government finances stretched, and with middling capacity utilization rates, investment growth in the short run is likely to stay compromised. Under-employment: India’s high GDP growth rate over the last few years has not been accompanied by an expansion in employment. Even before the pandemic, the Indian economy’s growth process had been asymmetric (or K-shaped) with the majority’s employment prospects worsening while a limited minority’s economic prospects were improving. This trend has become even more entrenched post-pandemic. Till India’s fast-compounding unemployment problem is solved, consumption growth in India will disappoint. And until then, only a select few upwardly mobile consumers of the service economy and business class will be supporting consumption growth in India. Both these dynamics will hurt India’s ability to grow its economy in the short term. These faults could force policymakers to take imprudent fiscal decisions to boost growth in the medium term too. Against this backdrop and with MSCI India trading at a 79% premium to EMs versus a two-year average of 57%, we reckon that the time is right for investors to scale down their exposure to segments of the Indian market where valuations look stretched. This report is divided into three segments: Segment 1: India’s GDP in FY22: Brace for disappointments Segment 2: COVID-19 in India: The road to normalcy will be long Segment 3: Investment conclusions India GDP In FY22: Brace For Disappointments Both the under-investment and the under-employment problem predate the COVID-19 crisis. Even as a degree of reflation kicks in as the second wave of COVID-19 infections abates, both these problems will act as a drag on India’s GDP growth in FY22. Investment Growth In India To Stay Constrained In FY22 The importance of investment in India is often underrated. Not only does gross fixed capital formation make up a third of India’s GDP each year, it also plays a critical role in driving consumption growth over the subsequent period (Chart 1). Occasional upcycles in investment are required to ensure that income growth remains robust, which in turn powers consumption growth. What is worrying is that India’s investment-to-GDP ratio had been trending downwards even before the onset of COVID-19 (Chart 2). This ratio in fact has been inching lower since the global financial crisis (GFC) from a peak of 36% to 29% in FY20. Unsurprisingly, investments have fallen further following the pandemic. The investment-to-GDP ratio fell to 27% in FY21 which is the lowest reading for this metric since the bursting of the dot-com bubble in 2001. Chart 1Consumption Growth Today, Is A Function Of Investments Made In The Past India: Flying Without Wings India: Flying Without Wings Chart 2India’s Investment To Gdp Ratio Has Been Trending Lower Since The GFC India: Flying Without Wings India: Flying Without Wings In addition, India’s investment-to-GDP ratio appears likely to stay constrained in FY22 as well. This is because the government sector and the private corporate sector (which together account for 62% of India’s investments) are unlikely to have the ability or incentive to expand capacity. Government “big push” is missing: The stock of capital in any country is created by the household sector, the private corporate sector, and the government sector. In India’s case, the government accounts for about 25% of capital formation on a cross-cycle basis. India’s government has consistently underinvested in growing its capital stock. For instance, the central government’s allocation towards capital expenditure has stayed range-bound between 1.5%-2.5% of GDP for over a decade now (see Chart 2). Hence India has not had the benefit of a big push from the government to create capital assets, such as the Four Asian Tigers undertook in the 1970-80s and China undertook in the 1990s. To be fair, the Union Budget for FY22 envisages an increase in capital expenditure to 2.5% of GDP from 2.2% of GDP last year. However, this increase is small, and we worry that the actual government spending on capital investments could well surprise to the downside. Moreover government revenues could get crimped owing to the second wave of COVID-19 in India. History suggests that government capital expenditure priorities are often set aside when India confronts a crisis. Following the GFC, the Indian central government expanded its fiscal deficit from 2.6% of GDP in FY08 to 6.1% of GDP in FY09. However, a breakdown of expenditure-side data suggests that this increase was mainly driven by higher revenue spends. Capital expenditure in fact was cut back from 2.4% of GDP in FY08 to 1.6% of GDP in FY09.   Private sector faces low demand: The private sector accounts for about 37% of capital formation on a cross-cycle basis. The private corporate sector is unlikely to want to fire up investments in FY22 as the demand scenario looks weak and capacity utilization rates in the economy are middling. Whilst specific sectors and companies are growing, consumer confidence in India on an economy-wide level remains low thereby pointing to a lackluster demand environment. The post-2020 revival in consumer confidence in India, surveys suggest, has been weaker than that experienced by developed and developing country peers (Chart 3). History suggests that upturns in the investment cycle are triggered when capacity utilization rates hover at 74% or more (Chart 4). Reserve Bank of India’s latest capacity utilization survey suggests that utilization rates were recorded at only 67% in 4Q 2020. So, with consumer confidence levels low and with capacity utilization rates not being high enough, an economy-wide upsurge in investment growth in India at this stage appears unlikely. Chart 3Consumer Confidence In India Is Yet To Return To Pre-2020 Levels India: Flying Without Wings India: Flying Without Wings Chart 4Capacity Utilization Rates In India Are Low And Hovering At Less Than 70% Levels India: Flying Without Wings India: Flying Without Wings ​​​​​​​Finally, the household sector accounts for about 38% of capital formation and is the only source of hope. Whilst the upper-income segment of India’s household sector may have the financial firepower to support investment growth, the lower income segment is unlikely to be able to drive investments in an environment of poor jobs growth. Large-Scale Unemployment Likely In India’s Unreported Underbelly Unlike most developing and developed countries, data on India’s monthly employment situation is not collected. But piecing together jobs data from a range of sources makes it clear that India’s job market is undergoing a meaningful squeeze. These job losses in India’s mid- and low-income groups will restrain consumption growth in India in FY22. GDP growth not translating into employment growth: The last pan-India employment survey was conducted in 2019. An analysis of these historical surveys suggests that India’s high GDP growth rate has not been translating into high employment growth in India for a while. The formal employment data could be understating the extent of unemployment in India and even the official unemployment rate has not fallen despite high GDP growth (Chart 5). Chart 5Even When Gdp Growth Is High, Unemployment Rates In India Remain Elevated India: Flying Without Wings India: Flying Without Wings Chart 6For Most Of India’s Population, Business Relevance Of Education And Digital Preparedness Is Poor India: Flying Without Wings India: Flying Without Wings Unless India’s manufacturing sector grows rapidly, the widening rift between India’s GDP growth rate and jobs growth rate could become a structural phenomenon. Whilst labor supply in India is large, only part of this can be absorbed into India’s fast-growing service sector, as the business relevance of education as well as the digital preparedness of India’s labor force is low (Chart 6).​​​​​​​   Job losses in the informal sector: According to the Centre for Monitoring Indian Economy (CMIE), a private firm, India’s unemployment rate was recorded at 11.9% as at June 1, 2021. Even before the second COVID-19 wave and related lockdowns began, this metric was recorded at an elevated level of 7.5% over Dec 2020 to Feb 2021. Most of the job losses that have occurred are likely to be concentrated in the informal or unorganized sector, which employs 80% of India’s workforce. Rural wage inflation collapse points to excess supply: The supply of labor in the informal sector has increased at a faster pace than demand as evinced by the slowdown in rural wage inflation in India from an average of 12% over 2008-19 to 5% over 2019. This dynamic has worsened amid the pandemic as rural wage inflation fell to 2% in 2021YTD. This is after a challenging 2020 when unorganized sector wages could have contracted by 22%, according to a study conducted by the International Labor Organization (ILO). Informal sector’s market share loss suggests demand may stay weak: The Indian economy over the last five years has been undergoing a rapid pace of formalization. This was triggered by government action including the “de-monetization” move in 2016 (which outlawed high denomination notes that were in circulation) and then the introduction of the goods and services tax regime in 2017 (which discourages businesses from working with informal, non-tax paying businesses). The trend of formalization was then cemented in the pre-pandemic years by the fact that the economic health of the informal sector’s consumer was worsening. The formal sector on the other hand caters to a relatively high-income consumer whose incomes/jobs grew at a steady clip. The pandemic expedited this trend of formal sector businesses gaining market share as access to finance from unorganized sources either dried up or became prohibitively expensive, thereby leading to another wave of causalities in the informal sector. Also, it is worth noting that formal sector businesses tend to be more efficient and need fewer hands to generate each unit of profit so even as this sector grows it needs fewer workers. This trend of formalization has been particularly true for the retail, financial, building materials and real estate sectors in India, where the informal sector has shrunk and left behind a trail of job losses. Bottom Line: India’s growth prospects in FY22 could disappoint. With government finances strained and private demand weak, investment growth in FY22 is likely to decelerate. Additionally, employment growth is likely to stay low, especially for informal workers, as the economy rapidly formalizes. Given that wage growth has not slowed down for the top income strata as much as for the bottom, it is this top income group’s consumption growth which is likely to support consumption in FY22. However, the bulk of household consumption will falter. The interplay of these forces will mean that the two prime drivers of India’s growth engine, consumption and investment, will stay constrained in the short run. In view of these factors, we highlight the risk of India’s GDP growth rate in FY22 undershooting the Indian central bank’s forecast of 10.5% by 200-350bps. Now it is tempting to think that even a 7.5% real GDP growth rate appears decent compared to peers. But it is critical to note that India’s headline GDP growth data in FY22 has an unusual padding built into it. Strong low base effect: Whilst emerging markets’ GDP growth contracted by 2.2% in 2020 as per IMF, India’s GDP contracted by 7.3%. So, the contraction experienced by India in 2021 was 3x times more than that experienced by peer countries. FY22 GDP comparison with FY21 makes growth appear high, when it is not: If India’s GDP growth rate in FY22 were to be recorded at 8%, then this would in fact imply no growth over the real GDP recorded in FY20. COVID-19 Effect: The Road To Economic Normalcy Will Be Long Whilst the second wave of the pandemic has peaked in India, the time required for this peak to turn into a trough could take longer than was the case last year. Furthermore, India’s slow vaccine roll-out (particularly in India’s large states) adds to the probability of a potential third wave. The Second Wave In India Was 3.6 Times Stronger Than First Chart 7Second COVID-19 Wave Was 3.6x Stronger India: Flying Without Wings India: Flying Without Wings The virus in the second wave has been far more virulent and necessitated another wave of lockdowns. In specific, the peak COVID-19 deaths during the second wave were recorded at 4,188 deaths per day (on a 7-day moving average basis), which is 3.6 times greater than the peak hit last year (Chart 7). Also, a range of sources2 suggest that actual daily deaths in India could be 1.5-2x the stated numbers. Given that this wave has been stronger, the journey to the trough too is likely to be longer and thus may need localized lockdowns to stay in place. Headline Vaccination Rates Hide Vast Regional Disparities Only 15% of India’s population has received at least one dose. Headline vaccination rates conceal the slow pace of vaccination underway in some of India’s largest states (Chart 8). For instance, less than 8% of the population has been given its first dose in India’s most populous state (i.e. Uttar Pradesh). Given that state borders are porous, persistently low vaccination rates in large states can allow the virus to spread and mutate. Chart 8India’s Largest States Are Lagging On Vaccinations India: Flying Without Wings India: Flying Without Wings Even today only 3% of India’s population has received both doses of vaccines. Even as the government plans to vaccinate all of India’s adult population by December 2021, this goalpost could have to be shifted to early 2022. A Loaded State Election Calendar Cometh In 2022 Looking into 2022, the state election calendar will get busier than it was this year. This could be a problem if vaccination rates are slow because elections involve large-scale rallies and gatherings. It is worth noting that: Five state elections that account for about 20% of India’s population were held in 2021. Elections will be due in seven states that account for about 25% of India’s population in 2022. To provide context, the population involved in state elections in India in 2021 was almost equivalent to that of a national election in Brazil. The states in India undergoing elections in 2022 have a population comparable to the United States. Besides involving a larger population, state elections due in 2022 will also have higher political stakes. This is mainly because in five of the seven states, the ruling Bharatiya Janata Party (BJP) is the incumbent party and will want to defend its status. This contrasts with the 2021 elections when the BJP was the incumbent in only one of the five states. In specific, India’s most populous state, Uttar Pradesh, is scheduled to undergo elections in February 2022. This is easily the most important state election in India and will be a high stakes four-cornered contest. Vaccine rates in this state are currently lagging the national average. Bottom Line: During the first wave, it took about five months for the trough to form after the peak in September 2020. The current wave has been significantly stronger (causing 4x more deaths) with vaccine rates too being low. Therefore, this wave may take longer than 5-6 months to subside. The long road to the trough in turn implies that the road to economic normalcy too may be slower than anticipated. Investment Takeaways Chart 9India's Outperformance Since March 2020 - Driven More By P/E Expansion, Less By Earnings India's Outperformance Since March 2020 - Driven More By P/E Expansion, Less By Earnings India's Outperformance Since March 2020 - Driven More By P/E Expansion, Less By Earnings The Indian stock market has outperformed relative to emerging markets (Chart 9). Given that we are increasingly worried about India’s growth capabilities, we will close our Long Indian / Short Chinese Equities trade for a gain of 11.7%. Tactically, excessive policy tightening remains a genuine risk for the Chinese economy. Incidentally, we also expect that the looming US-Iran diplomatic détente will weigh on bullish fundamentals for oil in the second half of the year, which would be good for Indian stocks. However, the pair trade is challenged from a technical perspective and so we will book gains and move to the sidelines for now. Moreover to mitigate the effects of the coming growth slowdown in India on client portfolios, we recommend initiating two sectoral trades, namely Short India Banks and Long India Consumer Discretionary.  Our Emerging Markets Strategy has shown that Indian private banks have higher efficiency and better balance sheets vis-à-vis EM banks. Our concern is that markets have already priced this dynamic. Specifically, Indian banks’ return on equity has seen a sharp drop from pre-pandemic levels and yet valuations remain high (Chart 10). As GDP growth in India slows, credit growth will stay low. This along with rising domestic interest rates could mean that banks’ net interest margins disappoint. As India’s broader consumption story disappoints and a K-shaped recovery takes shape, we expect a limited set of high-income services and business sector professionals to drive demand for high end-consumer discretionary products. So these two sectoral trades tap into the differential growth rates that two different segments of the economy are set to experience. Finally, we recommend closing the Long Indian Local Currency Bond / Short EM Bonds trade which is currently in the money. This is for two sets of reasons. Firstly, history points to a tight correlation between the US 10-year bond yield and Indian local currency denominated 10-year bond yields. As the US 10-year yield moves upwards, we expect Indian yields also to inch higher. Secondly, we worry that India’s fiscal response to the pandemic has been relatively small thus far and so India could opt for an unexpected expansion in its fiscal deficit over the next 12 months (Chart 11). Chart 10Indian Banks Appear To Be Factoring In All Positives India: Flying Without Wings India: Flying Without Wings Chart 11India’s Fiscal Response To The Pandemic Has Been Relatively Small So Far India: Flying Without Wings India: Flying Without Wings ​​​​​​​ Ritika Mankar, CFA Editor/Strategist ritika.mankar@bcaresearch.com     Footnotes 1Daron Acemoglu and James Robinson, Why Nations Fail: The Origins of Power, Prosperity, and Poverty (New York: Crown, 2012) 2Please see Jeffrey Gettleman, Sameer Yasir, Hari Kumar, and Suhasini Raj, “As Covid-19 Devastates India, Deaths Go Undercounted,” New York Times, April 24, 2021, nytimes.com and Murad Banaji, “The Importance of Knowing How Many Have Died of COVID-19 in India,” The Wire, May 9, 2021, science.thewire.in.

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 stocks are very vulnerable to a correction. But cyclically the Fed is committed to an inflation overshoot and the global economy is recovering. China’s fiscal-and-credit impulse fell sharply, which leaves global cyclical stocks and commodities exposed to a pullback. Beyond the near term, China’s need for political stability should prevent excessive policy tightening. The risk is frontloaded. China’s population census underscores one of our mega-themes: China’s domestic politics are unstable and can bring negative surprises. India’s state elections, held amid a massive COVID-19 wave, suggest that the ruling party is still favored in 2024. This implies policy continuity. Stick with a bullish cyclical bias but be prepared to shift if China commits a policy mistake. Feature Chart 1Inflation Rears Its Head Inflation Rears Its Head Inflation Rears Its Head Global markets shuddered this week in the face of a strong core inflation print in the US as well as broader fears as inflation rears its head after a long slumber (Chart 1). Cyclically we still expect investors to rotate away from US stocks into international stocks and for the US dollar to fall as the global economy recovers (Chart 2). However, this view also entails that emerging market stocks should start outperforming their developed market peers, which has not panned out so far this year. Emerging markets are not only technology-heavy and vulnerable to rising US bond yields but also further challenged now by China’s stimulus having peaked. Chart 2Equity Market Trembles Equity Market Trembles Equity Market Trembles Chart 3Global Economy And Sentiment Recovering Global Economy And Sentiment Recovering Global Economy And Sentiment Recovering Chart 4Global Cyclicals Versus Defensives Wavering Global Cyclicals Versus Defensives Wavering Global Cyclicals Versus Defensives Wavering The one thing we can rely on is that the COVID-19 vaccine rollout will continue to enable a global growth recovery (Chart 3). The US dollar is signaling as much. The greenback bounced in the first quarter on US relative growth outperformance but it has since fallen back. A falling dollar is positive for cyclical stocks relative to defensives, although cyclicals are flagging that the reflation trade is overdone in the near term (Chart 4). China’s growth now becomes the critical focal point. A policy mistake in China would upset the bullish cyclical view. China’s tightening of monetary and fiscal policy is a major global policy risk that we have highlighted this year and it is now materializing. However, we have also highlighted the constraints to tightening. At present China is standing right on the threshold of overtightening according to our benchmarks. If China tightens further, we will take a fundamentally more defensive view. Also in this report we will review the results of China’s population census and the implications of India’s recent state elections in the face of the latest big wave of COVID-19 infections. We are not making any changes to our bullish view on India yet but we are putting it on watch. China: The Overtightening Risk China’s troubles stem from the ongoing change of its economic model from reliance on foreign trade to reliance on domestic demand. This was a strategic decision that the Communist Party made prior to the rise of President Xi Jinping. Xi also has come to embody it and reinforce it through his strategic vision and confrontation with the United States. Beijing’s goal was to manage a smooth and stable transition. The financial turmoil of 2015 and the trade war of 2018-19 jeopardized that goal but policymakers ultimately prevailed. Then COVID-19 broke out and caused the first real economic contraction since the 1970s. While China contained the virus and bounced back with another massive round of stimulus (13.8% of GDP from the onset of the trade war to the 2021 peak), it now faces an even more difficult transition. Chart 5China's Rising Propensity To Save China's Rising Propensity To Save China's Rising Propensity To Save The need to improve quality of life is more urgent given that potential GDP has slowed. The need to contain systemic financial risk is more urgent given the big new increase in debt. And the need to diversify the economy is more urgent given that the US is now creating a coalition of democracies to confront China over a range of policies. The spike in the “marginal propensity to save” among Chinese people and corporations – as measured by the ratio of long-term cash deposits to short-term deposits – is an indication that the country is beset by troubles and animal spirits are depressed (Chart 5). China’s fiscal-and-credit impulse is turning down after the large expansion in 2018-21. Policymakers have signaled since last year that they would withdraw emergency stimulus and now the impact is apparent in the hard data. China’s money, credit, and combined credit-and-fiscal impulses all correlate with economic growth after a six-to-nine-month lag. This is true regardless of which indicators one uses for China’s money and credit cycles and economic activity (Charts 6A and 6B). China’s economic momentum is peaking and will become a headwind for the global economy later this year and in 2022, even though the world is otherwise enjoying the tailwinds of vaccination and economic reopening. Chart 6AChina’s Fiscal-And-Credit Impulse Falls Sharply … China's Fiscal-And-Credit Impulse Falls Sharply... China's Fiscal-And-Credit Impulse Falls Sharply... Chart 6B… As Do Money-And-Credit Impulses ... As Do Money-And-Credit Impulses ... As Do Money-And-Credit Impulses The downshift in the fiscal-and-credit impulse portends a slowdown in demand for commodities, materials, and other goods that China imports, especially for domestic consumption. (Chinese imports of parts and inputs that go into its manufacturing exports to the rest of the world look healthier as the rest of the world recovers.) This shift will make it hard for high-flying metals prices and other China plays, such as Swedish stocks, to continue rising without a correction (Chart 7). Speculative positioning is heavily in favor of commodities at the moment. The divergence between China and the metals markets that it dominates looks untenable in the short run (Chart 8). Chart 7China Reflation Trades Near Peaks China Reflation Trades Near Peaks China Reflation Trades Near Peaks Chart 8Money Cycle And Commodity Prices Clash Money Cycle And Commodity Prices Clash Money Cycle And Commodity Prices Clash The global shift to green or renewable energy systems (i.e. de-carbonization) is bullish for metals, especially copper, but will not be able to make up for the fall in Chinese demand in the short run, as our Emerging Markets Strategy has shown. China’s domestic uses of copper for construction and industry make up about 56.5% of global copper demand while the green energy race – namely the production of solar panels, windmills, electric cars – makes up only about 3.5% of global demand. This number somewhat understates the green program since re-gearing and retrofitting existing systems and structures is also projected, such as with electricity grids. But the point is that a drop in China’s copper consumption will work against the big increase in American and European consumption – especially given that the US infrastructure program will not kick in until 2022 at the earliest. Hence global copper demand will slow over the next 12 months in response to China even though the rest of the world’s demand is rising. Chinese policymakers have not yet signaled that they are worried about overtightening policy or that they will ease policy anew. The Politburo meeting at the end of April did not contain a major policy change from the Central Economic Work Conference in December or the Government Work Report in March (Table 1). But if there was a significant difference, it lay in reducing last year’s sense of emergency further while projecting some kind of scheme to hold local government officials accountable for hidden debt. The implication is continued tight policy – and hence the risk of overtightening remains substantial. Table 1China’s Recent Macroeconomic Policy Statements: Removing Stimulus China Verges On Overtightening China Verges On Overtightening Chart 9Benchmarks For China's Policy Tightening Benchmarks For China's Policy Tightening Benchmarks For China's Policy Tightening True, the tea leaves of the April meeting can be read in various ways. The April statement left out phrases about “maintaining necessary policy support” from the overarching macroeconomic policy guidance, which would imply less support for the economy. But it also left out the goal of keeping money supply (M2) and credit growth (total social financing) in line with nominal GDP growth, which could be seen as enabling a new uptick in credit growth. However, the People’s Bank of China did maintain this credit goal in its first quarter monetary policy report, so one cannot be sure. Notice that according to this rubric, China is right on the threshold of “overtightening” policy that we have utilized to measure the risk (Chart 9). Based on Chinese policymaking over the past two decades, we would expect any major inflection point to be announced at the July Politburo meeting, not the April one. We do not consider April a major change from the preceding meetings – nor does our China Investment Strategy. Therefore excessive policy tightening remains a genuine risk for the Chinese and global economy over the next 12 months. Our checklist for excessive tightening underscores this point (Table 2). Table 2Checklist For Chinese Policy Tightening China Verges On Overtightening China Verges On Overtightening China’s fiscal-and-credit downshift is occurring in advance of the twentieth national party congress, which will take place throughout 2022 and culminate with the rotation of the top leadership (the Politburo Standing Committee) in the autumn. The economy is sufficiently stimulated for the Communist Party’s hundredth birthday on July 1 of this year, so policymakers are focused on preventing excesses. Financial risk prevention, anti-monopoly regulation, and tamping down on the property bubble are the orders of the day. The increase in corporate and government bond defaults and bankruptcies underscore the leadership’s willingness to push forward with economic restructuring and reform, which is well-attested in recent years (Chart 10). Chart 10Creative Destruction In China China Verges On Overtightening China Verges On Overtightening Investors cannot assume that the party congress in 2022 is a reason for the leadership to ease policy. The contrary occurred in the lead-up to the 2017 party congress. However, investors also cannot assume that China will overtighten and sink its own economy ahead of such an important event. Stability will be the goal – as was the case in 2017 and previous party congresses – and this means that policy easing will occur at some point if the current round of tightening becomes too painful financially and economically. China-linked assets are vulnerable in the short run until policymakers reach their inflection point. Incidentally, the approach of the twentieth national party congress will be a magnet for political intrigue and shocking events. The top leader normally sacks a prominent rival ahead of a party congress as a show of force in the process of promoting his faction. The government also tightens media controls and cracks down on dissidents, who may speak up or protest around the event. But in 2022 the stakes are higher. President Xi was originally expected to step down in 2022 but now he will not, which will arouse at least some opposition. Moreover, under Xi, China has undertaken three historic policy revolutions: it is adopting a strongman leadership model, to the detriment of the collective leadership model under the two previous presidents; it is emphasizing economic self-sufficiency, at the expense of liberalization and openness; and it is emphasizing great power status, at the expense of cooperation with the United States and its allies. Bottom Line: Global equities, commodities, and “China plays” stand at risk of a substantial correction as a result of China’s policy tightening. Our base case is that China will avoid overtightening but the latest money and credit numbers run up against our threshold for changing that view. Another sharp drop in these indicators will necessitate a change. China’s Disappearing Workforce Ultimately one of the constraints on overtightening policy is the decline in China’s potential GDP growth as a result of its shrinking working-age population. China’s seventh population census came out this week and underscored the deep structural changes affecting the country and its economy. Population growth over the past ten years slowed to 5.4%, the lowest rate since the first census in 1953. The fertility rate fell to 1.3 in 2020, lower than the 2.1 replacement rate and the 1.8 target set when Chinese authorities relaxed the one-child policy in 2016. The fertility rate is also lower than the World Bank’s estimates (1.7 in 2019) and even Japan’s rate. The birthrate (births per 1,000 people) also fell, with the number of newborns in 2020 at the lowest point since 1961, the year of the Great Famine. The birth rate has converged to that of high-income countries, implying that economic development is having the same effect of discouraging childbearing in China, although China is less developed than these countries. Chart 11China’s Working Population Falling Faster Than Japan’s In 1990s China Verges On Overtightening China Verges On Overtightening The youngest cohort rose from 16.6% to 17.95% of the population, the oldest cohort rose 8.9% in 2010 to 13.5% today, while the working-age cohort fell from 75.3% to 68.6%. The working-age population peaked in 2010 and fell by 6.79 percentage points over the past ten years. By contrast, Japan’s working-age population peaked in 1992 and fell 2.18 percentage points in the subsequent decade (Chart 11). In other words China is experiencing the demographic transition that hit Japan in the early 1990s – but China’s working-age population might fall even faster. The country is experiencing this tectonic socioeconomic shift at a lower level of per capita wealth than Japan had attained. The demographic challenge will put pressure on China’s socioeconomic and political system. The China miracle, like other Asian miracles, was premised on the use of export-manufacturing to generate large piles of savings that could be repurposed for national development. The decline in China’s working-age population coincides with economic development and a likely decline in the saving rate over the long run. This is shown in Chart 12, which shows two different pictures of China’s working population alongside the gross national saving rate. As China’s dependency ratio rises the saving rate will fall and fewer funds will be available for repurposing. The cost of capital will rise and economic restructuring will accelerate. In the case of Japan, the demographic shift coincided with the 1990 financial crisis and then a nationwide shift in economic behavior. The saving rate fell as the economy evolved but the savings that were generated still exceeded investment due to the shortfall in private demand and the pressure of large debt burdens. Companies focused on paying down debt rather than expanding investment and production (Chart 13). All of this occurred when the external environment was benign, whereas China faces a similar demographic challenge in the context of rising economic pressure due to geopolitical tensions. Chart 12Chinese Workers Getting Scarcer Chinese Workers Getting Scarcer Chinese Workers Getting Scarcer Chart 13High Savings Enable Debt Splurge Until Debt Overwhelms High Savings Enable Debt Splurge Until Debt Overwhelms High Savings Enable Debt Splurge Until Debt Overwhelms China has so far avoided a debilitating financial crisis and collapse in real estate prices that would saddle the country with a traumatizing liquidity trap. The Chinese authorities are painfully aware of the danger of the property bubble and are therefore eager to prevent financial excesses and curb bubble-like activity. This is what makes the risk of overtightening significant. But a mistake in either direction can lead to a slide into deflation. The Xi administration has stimulated the economy whenever activity slowed too much or financial instability threatened to get out of hand, as noted above, but this is a difficult balancing act, which is why we monitor the risk of excessive tightening so closely. A few other notable takeaways from China’s population census include: The two-child policy is not succeeding so far. COVID-19 might have had a negative effect on fertility but it could not have affected births very much due to the timing. So the trends cannot be distorted too much by the pandemic. Rapid urbanization continues, with the rate hitting 64% of the population, up 14 percentage points from 2010. Policy discussions are emphasizing lifting the retirement age; providing financial incentives for having babies; a range of price controls to make it more affordable to have babies, most notably by suppressing the property bubble; and measures to ensure that property prices do not fall too rapidly in smaller cities as migration from the country continues. China’s ethnic minority population, which consists of 9% of the total population, grew much faster (10% rate) over the past decade than the Han majority, which makes up 91% of the population (growing at a 5% rate). Minorities are exempt from the one-child (and two-child) policy. Yet ethnic tensions have arisen, particularly in autonomous regions like Xinjiang, prompting greater international scrutiny of China’s policies toward minorities. China’s demographic challenge is widely known but the latest census reinforces the magnitude of the challenge. China’s potential growth is falling while the rising dependency ratio underscores social changes that will make greater demands of government. Greater fiscal and social spending needs will require difficult economic tradeoffs and unpopular political decisions. Economic change and the movement of people will also deepen regional and wealth disparities. All of these points underscore one of our consistent Geopolitical Strategy mega-themes: China’s domestic political risks are underrated. Bottom Line: China’s 2020 census reinforces the demographic decline that lies at the root of China’s rising socioeconomic and political challenges. While China has a strong central government with power consolidated under a single ruling party, and a track record of managing its various challenges successfully in recent decades, nevertheless the magnitude of the changes happening are overwhelming and will bring negative economic and political surprises. India: State Elections Not A Turning Point Against Modi At the height of the second COVID-19 wave in India, elections were held in five Indian states. Results for the state of West Bengal were most important. West Bengal is a large state, accounting for nearly a-tenth of legislators at India’s national assembly, and the ruling Bharatiya Janata Party (BJP) of Prime Minister Narendra Modi had declared that it would win nearly 70% of the 294 seats there. In the event West Bengal delivered a landslide victory for the All India Trinamool Congress (AITMC), a regional party. Despite the fact that the AITMC was facing a two term anti-incumbency, the AITMC seat count hit an all-time high. Few had seen this coming as evinced by the fact that AITMC’s performance exceeded forecasts made by most pollsters. What should investors make of the BJP’s loss in this key state? Was it a backlash against Modi’s handling of the pandemic? Does it portend a change of government and national policy in the general elections in 2024? Not really. Here we highlight three key takeaways: Takeaway #1: The BJP’s performance was noteworthy Chart 14India: BJP Gets Foot In Door In West Bengal China Verges On Overtightening China Verges On Overtightening Whilst the BJP fell short of its goals in West Bengal, the state is not a BJP stronghold. The BJP is known to have natural traction in Hindi-speaking regions of India and West Bengal is a non-Hindi speaking state where the BJP was traditionally seen as an outsider. Also, this state is known to be unusually unwilling to accept change. For instance, before AITMC, the Left was in power for a record spell of 34 years in this state. In such a setting, the BJP’s performance in 2021 in West Bengal is noteworthy: the party increased its seat count to 77 seats, compared to only 3 seats in 2016 (Chart 14). This performance now catapults the BJP into becoming the key opposition party in West Bengal. It also indicates that the BJP may take time but has what it takes to build traction in states that are not traditional strongholds. Given that it achieved this feat in a state where it has little historic strength, its performance is noteworthy as a sign that the BJP remains a force to be reckoned with. Takeaway #2: The BJP’s popularity slipped but it is still favored to retain power in 2024 Whilst discontent against the BJP is rising on account of its poor handling of COVID-19 and the accompanying economic distress, there remains no viable alternative to the BJP at the national level. The recent state elections, not only in West Bengal, confirm that the opposition Indian National Congress (INC) is yet to get its act in order. The Congress party collapsed from 44 seats in Bengal to 0 seats. More importantly, the Congress is yet to resolve two critical issues, i.e. the need to appoint or elect an internal leader with mass appeal, and the need to develop an identifiable policy agenda. The weakness of the Congress means that while the BJP’s seat count could diminish as against its 2019 peak performance, nevertheless our base-case scenario for 2024 remains that of a BJP-led government maintaining power in India. Policy continuity and the chance of some structural reform are still the base case. Takeaway #3: The rise and rise of India’s regional parties The rise of the BJP over the last decade has coincided with losses in seats by both the Congress party and India’s regional parties. However, the most recent round of state elections signals that the BJP cannot compress regional parties’ seat share drastically. For instance, in West Bengal, it managed to win 77 seats by itself but this was not at the expense of the AITMC, which is the dominant player in this state. In another large state where elections were held earlier this month, i.e. Tamil Nadu, control continues to fluctuate between two well-entrenched regional parties. Chart 15India: BJP Peaked In 2019 But Still Favored 2024 China Verges On Overtightening China Verges On Overtightening The 2019 general elections saw the share of regional parties (defined as all parties excluding the BJP and Congress) fall to 35% from the near 40% levels seen at the general elections of 2014 (Chart 15). The 2024 elections could in fact see regional parties’ seat share move up a notch as the BJP’s peak seat count could diminish from the highs of 2019. The coming rise of India’s regional parties is a trend rooted in a simple dynamic. With the BJP as a two-term incumbent in the 2024 elections, voters could choose to gratify regional parties at the margin, in the absence of any alternative to the BJP at the national level. The BJP remains in a position to be the single largest party in India in 2024 with a seat count in excess of the half-way mark. But could a situation arise where the ruling party pulls in a regional party to stay ahead of the half-way mark with a large buffer? Absolutely. But of course 2024 is a long way away. Managing COVID-19 and its economic fallout will make it harder than otherwise for the BJP to beat its 2019 performance. The next bout of key state elections in India are due in February 2022 and India’s largest state, Uttar Pradesh, will see elections. With the BJP currently in power in this Hindi-speaking state, the February 2022 elections will shed more light on BJP’s ability to mitigate the anti-incumbency effect of the pandemic and economic shock. Bottom-Line: BJP’s popularity in India has been shaken but not dramatically so. The BJP remains firmly in a position to be the single largest party in India with a seat count that should cross the half-way mark in 2024. So government stability is not a concern in this emerging market for now. In light of China’s domestic political risks, and India’s political continuity, we will maintain our India trades for the time being (Charts 16A and 16B). However, we are undertaking a review of India as a whole and will update clients with our conclusions in a forthcoming special report. Chart 16AStay Long Indian Bonds Versus EM Stay Long Indian Bonds Versus EM Stay Long Indian Bonds Versus EM Chart 16BStick To Long India / Short China Stick To Long India / Short China Stick To Long India / Short China Investment Takeaways Maintain near-term safe-haven trades. Close long natural gas futures for a 19.8% gain. Maintain cyclical (12-month) bullish positioning with a preference for value over growth stocks. Maintain long positions in commodities, including rare earth metals, and emerging markets. But be prepared to cut these trades if China overtightens policy according to our benchmarks. For now, continue to overweight Indian local currency bonds relative to emerging market peers and Indian stocks relative to Chinese stocks. But we are reviewing our bullish stance on India. Chart 17Cyber Security Stocks Perk Up Amid Tech Rout Cyber Security Stocks Perk Up Amid Tech Rout Cyber Security Stocks Perk Up Amid Tech Rout Stay long cyber security stocks – though continue to prefer aerospace and defense over cyber security as a geopolitical “back to work” trade. Cyber security stocks perked up relative to the tech sector during the general tech selloff over the past week. The large-scale Colonial Pipeline ransomware cyber attack in the US temporarily shuttered a major network that supplies about 45% of the East Coast’s fuel (Chart 17). Nevertheless the attack on critical infrastructure highlights that cyber security is a secular theme and investors should maintain exposure. Cyber stocks have outperformed tech in general since the vaccine discovery (Chart 18). Chart 18Cyber Security Is A Secular Theme Cyber Security Is A Secular Theme Cyber Security Is A Secular Theme Matt Gertken Vice President Geopolitical Strategy mattg@bcaresearch.com Yushu Ma Research Associate yushu.ma@bcaresearch.com Ritika Mankar, CFA Editor/Strategist Ritika.Mankar@bcaresearch.com

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 Surging Covid-19 cases to unprecedented levels have unsettled India’s equity and currency markets. Worryingly, the number of new cases in India might stay exceptionally high for a while due to several potential ongoing super-spreader events. Yet, the country’s medium- and longer-term outlooks remain positive. Asset allocators with less tolerance for volatility may tactically downgrade India to neutral in an EM equity portfolio. Long-term investors should continue overweighting the Indian bourse. Feature New COVID-19 cases in India have skyrocketed in the past few weeks – far surpassing previous peaks. The country now accounts for 40% of daily new cases globally (Charts 1 and 2). This has raised the possibility of fresh lockdowns and, as a result, Indian stocks and the currency have begun to sell off. Chart 1Daily COVID-19 Cases Have Lately Skyrocketed In India … India Warrants A Tactical Downgrade India Warrants A Tactical Downgrade Chart 2… Accounting For 40% Of Global Cases And 20% Of Deaths … India Warrants A Tactical Downgrade India Warrants A Tactical Downgrade We have been overweight India in an EM equity portfolio because of the country’s positive cyclical and structural outlook. Even though our views have not changed, we believe the parabolic surge in COVID-19 cases is likely to cause near-term volatility in Indian equity and currency markets. As such, we recommend that asset allocators who have less tolerance for volatility tactically downgrade Indian equities to neutral for the next couple of months. Below we elaborate the reasons for this near-term downgrade, as well as the reasons for our more upbeat view over the medium to long term. New Cases Might Stay High Chart 3… And Raising The Specter Of Another Stringent Lockdown India Warrants A Tactical Downgrade India Warrants A Tactical Downgrade Being a densely populated country with less than ideal living conditions, the attempts to control the spread of COVID-19 via social distancing measures is extremely difficult in India. Yet, the authorities tried to do exactly that last spring by imposing the most stringent lockdown measures anywhere in the world (Chart 3). The result was a complete collapse in economic activity: year-over-year industrial production fell by a half, and GDP contracted by 22% in the second quarter of 2020 from a year ago. Now facing an unprecedented surge in new cases, markets are apprehensive that even a partial lockdown will scuttle the nascent recovery in the economy. Worryingly, the number of new cases in India might stay exceptionally high for a while. The reason is that there are several potential super-spreader events going on. The country is undergoing state-level elections in five states where the candidates are canvassing in front of gatherings of tens of thousands of people. Currently, there is also a religious congregation taking place where up to three million pilgrims have assembled. Chart 4Should Morbidity And Mortality Rates Rise, A Harsh Lockdown May Become Inevitable India Warrants A Tactical Downgrade India Warrants A Tactical Downgrade The morbidity and mortality rates have not yet risen (Chart 4). This is a key metric and will likely determine the stringency of the authorities’ lockdown measures. Even though the Prime Minister has declared that stern lockdowns would be last-resort measures, the possibility cannot be excluded if hospitalization and mortality rates begin to rise. The following has also added to investor concerns: The fact that equity valuations are much higher now than they were last spring makes the market even more prone to a setback (Chart 5). Indian stocks have benefitted from a record amount of foreign portfolio inflows over the past 12 months – totaling $ 34 billion. The risk is therefore high that some of these flows might reverse in the near term if the threat of renewed lockdowns is realized. That will be a headwind for both stock market and the rupee (Chart 6). Finally, a rising US dollar, and a likely general underperformance of EM stocks over the next several months, will also encourage outflows from India. Chart 5Elevated Valuations Have Added To The Vulnerability Of Indian Stocks India Warrants A Tactical Downgrade India Warrants A Tactical Downgrade Chart 6A Reversal In Foreign Portfolio Inflows Will Cause Both Stocks And The Rupee To Fall India Warrants A Tactical Downgrade India Warrants A Tactical Downgrade Cyclical Outlook Remains Positive Beyond the near-term jitters, India’s cyclical outlook remains positive. The recovery has been solid as indicated by the following metrics: The number of E-way bills issued (a barometer of business activity) as part of the Goods & Services Tax (GST) collection mechanism keeps rising steadily. GST collection itself has also been strong – validating the same message (Chart 7). Manufacturing and Services PMIs printed over 55 in March – indicating robust expansion of activity. Order books of companies, as indicated by both RBI and Dun & Bradstreet surveys, look strong. These indicators herald an improvement in industrial production going forward (Chart 8). Chart 7Underlying Economic Recovery In India Has Been Robust So Far … India Warrants A Tactical Downgrade India Warrants A Tactical Downgrade Chart 8… Supported By Strong Order Books … India Warrants A Tactical Downgrade India Warrants A Tactical Downgrade In short, all of the above points to an ameliorating top lines (sales) for the corporates in the coming months, barring stringent lockdowns. Meanwhile, firms’ profits margins have also recovered meaningfully. An RBI survey of over 2600 companies shows that both gross and net profit margins had risen to above pre-pandemic levels by December 2020 (Chart 9). Given the wide margins, a recovery in sales levels will lead to accelerating profits in the quarters ahead. In a sign that profit re-acceleration is not far off, firms have begun to invest in new plants and machinery. Capital spending had already turned positive during the last quarter of 2020 versus the same period of 2019. Imports of capital goods have also begun to rise – corroborating new capex plans of the firms (Chart 10). Chart 9… And Healthy Profit Margins … India Warrants A Tactical Downgrade India Warrants A Tactical Downgrade Chart 10… Which Have Encouraged Firms To Resume Capital Spending India Warrants A Tactical Downgrade India Warrants A Tactical Downgrade New capital expenditure is undertaken only when firms are confident of strengthening demand. Besides, capex usually comes on the heels of rising profits. Higher capital goods imports and capital spending therefore indicate that the companies are optimistic of both sales and profits going forward. On its part, the central bank has ensured that the liquidity in the banking system remains abundant by engaging in plenty of open market operations. Bank credit growth, at 6.3%, is still low, but appears to have bottomed. Excluding the credit to large corporations – who have in recent years been replacing bank credit by local currency debt issuances – the credit growth rate is 9% (Chart 11). Odds are that beyond the near-term jitters due to rising COVID-19 cases, credit will accelerate in line with recovering economic activity. That will be bullish for bank stocks. Incidentally, banks make up the largest chunk of Indian equity index. Finally, Indian small caps continue to outperform their large cap counterparts (Chart 12). Smaller firms in India are much more vulnerable to a slowdown in growth and tighter credit conditions. The fact that they keep outperforming suggests that investors do not expect a major or lasting impact of the latest pandemic outbreak on the economy. Chart 11Bank Credit Will Rise As The Expansion Continues India Warrants A Tactical Downgrade India Warrants A Tactical Downgrade Chart 12Small Caps Outperformance Suggest Investors Are Sanguine About Growth And Credit Conditions India Warrants A Tactical Downgrade India Warrants A Tactical Downgrade Beyond the cyclical recovery, we are bullish on India’s longer-term outlook as well. The reason for that is India is one of the rare EM countries undertaking meaningful structural reforms. The country’s demographics are also highly favorable. We will elaborate on these and other structural issues in greater detail in our future reports. Investment Conclusions Indian stocks and the currency have entered a period of turbulence as surging COVID-19 cases prompt profit taking/selling. EM equity portfolios with low tolerance for volatility should therefore consider tactically downgrading this bourse to neutral for a couple of months. Absolute return investors (in US$ terms) should also brace for near-term volatility in Indian share prices. Over the medium-to-long term however, Indian stocks will likely outperform their EM peers as well as rally in absolute terms (Chart 13). Indian bank stocks are also suffering from the ongoing volatility. However, given Indian private banks’ higher efficiency and better balance sheets vis-à-vis banks elsewhere in the EM, long-term investors should continue to stick with our recommended trade of long Indian banks/ short EM banks (Chart 14). Chart 13Beyond The Near-Term Volatility, Indian Stocks Will Outperform Their EM Peers … India Warrants A Tactical Downgrade India Warrants A Tactical Downgrade Chart 14… So Will Indian Bank Stocks Vis-à-vis EM Banks India Warrants A Tactical Downgrade India Warrants A Tactical Downgrade Fixed income investors should continue receiving 10-year swap rates in India. With the abundant rainfall, food prices will decline. This will keep inflation under check. The rising COVID-19 cases and a potential lockdown are disinflationary in nature and will push down swap rates.   Rajeeb Pramanik Senior EM Strategist rajeeb.pramanik@bcaresearch.com

Highlights Stronger global growth in the wake of continued and expected fiscal and monetary stimulus, and progress against COVID-19 are boosting oil demand assumptions by the major data suppliers for this year.  We lifted our 2021 global demand estimate by 640k b/d to 98.25mm b/d, and assume OPEC 2.0 will make the necessary adjustments to keep Brent prices closer to $60/bbl than not, so as not to disrupt a fragile recovery. We are maintaining our 2022 and 2023 Brent forecasts at $65/bbl and $75/bbl. Commodity markets are ignoring the rising odds of armed conflict involving the US, Russia and China and their clients and allies.  Russia has massed troops on Ukraine’s border and warned the US not to interfere.  China has massed warships off the coast of the Philippines, and continues its incursions in Taiwan’s air-defense zone, keeping US forces on alert.  Intentional or accidental engagement would spike oil prices.  Two-way price risk abounds.  In addition to the risk of armed hostilities, faster distribution of vaccines would accelerate recovery and boost prices above our forecasts.  Downside risk of a resurgence in COVID-19-induced lockdowns remains, as rising death and hospitalization rates in Brazil, India and Europe attest (Chart of the Week). Feature Oil-demand estimates – ours included – are reviving in the wake of measurable progress in combating the COVID-19 pandemic in major economies, and an abundance of fiscal and monetary stimulus, particularly out of the US.1 On the back of higher IMF GDP projections, we lifted our 2021 global demand estimate by 640k b/d to 98.25mm b/d in this month’s balances. In our modeling, we assume OPEC 2.0 will make the necessary adjustments to keep Brent prices closer to $60/bbl than not, so as not to disrupt a fragile recovery. In an unusual turn of events, the early stages of the recovery in oil demand will be led by DM markets, which we proxy using OECD oil consumption (Chart 2). Thereafter, EM economies, re-take the growth lead next year and into 2023. Chart of the WeekCOVID-19 Deaths, Hospitalizations Threaten Global Recovery Upside Oil Price Risks Are Increasing Upside Oil Price Risks Are Increasing Chart 2DM Demand Surges This Year DM Demand Surges This Year DM Demand Surges This Year Absorbing OPEC 2.0 Spare Capacity We continue to model OPEC 2.0, the producer coalition led by the Kingdom of Saudi Arabia (KSA) and Russia, as the dominant producer in the market. The growth we are expecting this year will absorb a significant share of OPEC 2.0’s spare capacity, most of which – ~ 6mm b/d of the ~ 8mm b/d – is to be found in KSA (Chart 3). The core producers’ spare capacity allows them to meet recovering demand faster than the US shale producers can mobilize rigs and crews and get new supply into gathering lines and on to main lines. We model the US shale producers as a price-taking cohort, who will produce whatever the market allows them to produce. After falling to 9.22mm b/d in 2020, we expect US production to recover to 9.56mm b/d this year, 10.65mm b/d in 2022, and 11.18mm in 2023 (Chart 4). Lower 48 production growth in the US will be led by the shales, which will account for ~ 80% of total US output each year. Chart 3Core OPEC 2.0 Spare Capacity Will Respond First To Higher Demand Core OPEC 2.0 Spare Capacity Will Respond First To Higher Demand Core OPEC 2.0 Spare Capacity Will Respond First To Higher Demand Chart 4Shale Is The Marginal Barrel In The Price Taking Cohort Shale Is The Marginal Barrel In The Price Taking Cohort Shale Is The Marginal Barrel In The Price Taking Cohort OPEC 2.0’s dominant position on the supply side allows it to capture economic rents before non-coalition producers, which will remain a disincentive to them until the spare capacity is exhausted. Thereafter, the price-taking cohort likely will fund much of its E+P activities out of retained earnings, given their limited ability to attract capital. Equity investors will continue to demand dividends that can be maintained and grown, or return of capital via share buybacks. This will restrain production growth to those firms that are profitable. We expect the OPEC 2.0 coalition’s production discipline will keep supply levels just below demand so that inventories continue to fall, just as they have done during the COVID-19 pandemic, despite the demand destruction it caused (Chart 5). These modeling assumptions lead us to continue to expect supply and demand will continue to move toward balance into 2023 (Table 1). Chart 5Supply-Demand Balances in 2021 Supply-Demand Balances in 2021 Supply-Demand Balances in 2021 Table 1BCA Global Oil Supply - Demand Balances (MMb/d, Base Case Balances) Upside Oil Price Risks Are Increasing Upside Oil Price Risks Are Increasing We continue to expect this balancing to induce persistent physical deficits, which will keep inventories falling into 2023 (Chart 6). As inventories are drawn, OPEC 2.0’s dominant-producer position will allow it to will keep the Brent and WTI forward curves backwardated (Chart 7).2 We are maintaining our 2022 and 2023 Brent forecasts at $65/bbl and $75/bbl (Chart 8). Chart 6OPEC 2.0 Policy Continues To Keep Supply Below Demand... OPEC 2.0 Policy Continues To Keep Supply Below Demand... OPEC 2.0 Policy Continues To Keep Supply Below Demand... Chart 7OECD Inventories Fall to 2023 OECD Inventories Fall to 2023 OECD Inventories Fall to 2023 Chart 8Brent Forecasts Rise As Global Economy Recovers Brent Forecasts Rise As Global Economy Recovers Brent Forecasts Rise As Global Economy Recovers Two-Way Price Risk Abounds Risks to our views abound on the upside and the downside. To the upside, the example of the UK and the US in mobilizing its distribution of vaccines is instructive. Both states got off to a rough start, particularly the US, which did not seem to have a strategy in place as recently as January. After the US kicked its procurement and distribution into high gear its vaccination rates soared and now appear to be on track to deliver a “normal” Fourth of July holiday in the US. The UK has begun its reopening this week. Both states are expected to achieve herd immunity in 3Q21.3 The EU, which mishandled its procurement and distribution likely benefits from lessons learned in the UK and US and achieves herd immunity in 4Q21, according to McKinsey’s research. Any acceleration in this timetable likely would lead to stronger growth and higher oil prices. The next big task for the global community will be making vaccines available to EM economies, particularly those in which the pandemic is accelerating and providing the ideal setting for mutations and the spread of variants that could become difficult to contain. The risk of a resurgence in large-scale COVID-19-induced lockdowns remains, as rising death and hospitalization rates in Brazil, India and Europe attest. Cry Havoc The other big upside risk we see is armed conflict involving the US, Russia, China and their clients and allies. Commodity markets are ignoring these risks at present. Even though they do not rise to the level of war, the odds of kinetic engagement – planes being shot down or ships engaging in battle in the South China Sea – are rising on a daily basis. This is not unexpected, as our colleagues in BCA Research’s Geopolitical Strategy pointed out recently.4 Indeed, our GPS service, led by Matt Gertken, warned the Biden administration would be tested in this manner by Russia and China from the get-go. Russia has massed troops on Ukraine’s border and warned the US not to interfere. China has massed warships off the coast of the Philippines, and continues its incursions in Taiwan’s air-defense zone, keeping US forces on alert. Political dialogue between the US and Russia and the US and China is increasingly vitriolic, with no sign of any leavening in the near future. Intentional or accidental engagement could let slip the dogs of war and spike oil prices briefly. Finally, OPEC 2.0 is going to have to accommodate the “official” return of Iran as a bona fide oil exporter, if, as we expect, it is able to reinstate its nuclear deal – i.e., the Joint Comprehensive Plan of Action (JCPOA) – with Western states, which was abrogated by then-President Donald Trump in 2018. This may prove difficult, given our view that the oil-price collapse of 2014-16 was the result of the Saudis engineering a market-share war to tank prices, in an effort to deny Iran $100+ per-barrel prices that had prevailed between end-2010 and mid-2014. OPEC 2.0, particularly KSA, has not publicly involved itself in the US-Iran negotiations. However, it is worthwhile recalling that following the disastrous market-share war launched in 2014, KSA and the rest of OPEC 2.0 did accommodate Iran’s return to markets post-JCPOA.   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 and WTI prices rallied sharply following the release of the EIA’s Weekly Petroleum Status Report showing a 9.1mm-barrel decline in US crude and product stocks for the week ended 9 April 2021. This was led by a huge draw in commercial crude and distillate inventories (5.9mm barrels and 2.1mm barrels, respectively). These draws came on the back of generally bullish global demand upgrades by the major data services (EIA, IEA and OPEC) over the past week. These assessments were supported by EIA data showing refined-product demand – i.e., “product supplied” – jumped 1.1mm b/d for the week ended 9 April. With vaccine distributions picking up steam, despite setbacks on the Johnson & Johnson jab, the storage draws and improved demand appear to have catalyze the move higher. Continued weakness in the USD also provided a tailwind, as did falling real interest rates in the US. Base Metals: Bullish Nickel prices fell earlier this week, as China’s official Xinhua news agency reported that Chinese Premier, Li Keqiang stressed the need to strengthen raw materials’ market regulation, amidst rising commodities prices, which been pressuring corporate financial performance (Chart 9). This statement came after China’s top economic advisor, Liu He also called for authorities to track commodities prices last week. Nickel prices fell by around $500/ ton earlier this week on this news, and were trading at $16,114.5/MT on the London Metals exchange as of Tuesday’s close. Other base metals were not affected by this news. Precious Metals: Bullish The US dollar and 10-year treasury yields fell after March US inflation data was released earlier this week. US consumer prices rose by the most in nearly nine years. The demand for an inflation hedge, coupled with the falling US dollar and treasury yields, which reduce the opportunity cost of purchasing gold, caused gold prices to rise (Chart 10). This uncertainty, coupled with the increasing inflationary pressures due to the US fiscal stimulus will increase demand for gold. Spot COMEX gold prices were trading at $1,746.20/oz as of Tuesday’s close. Ags/Softs: Neutral The USDA reported ending stocks of corn in the US stood at 1.35 billion bushels, well below market estimates of 1.39 billion and the 1.50 billion-bushel estimate by the Department last month, according to agriculture.com’s tally.  Global corn stocks ended at 283.9mm MT vs a market estimate of 284.5mm MT and a Department estimate of 287.6mm MT.  Chart 9Base Metals Are Being Bullish Base Metals Are Being Bullish Base Metals Are Being Bullish Chart 10Gold Prices To Rise Gold Prices To Rise Gold Prices To Rise   Footnotes 1     Please see US-Russia Pipeline Standoff Could Push LNG Prices Higher, which we published on 8 April 2021 re the IMF’s latest forecast for global growth.  Briefly, the Fund raised its growth expectations for this year and next to 6% and 4.4%, respectively, nearly a full percentage-point increase versus its January forecast update for 2021 2     A backwardated forward curve – prompt prices trading in excess of deferred prices – is the market’s way of signaling tightness.  It means refiners of crude oil value crude availability right now over availability a year from now.  This is exactly the same dynamic that drives an investor to pay $1 today for a dollar bill delivered tomorrow than for that same dollar bill delivered a year from now (that might only fetch 98 cents today, e.g.). 3    Please see When will the COVID-19 pandemic end?, published 26 March 2021 by McKinsey & Co. 4    Please see The Arsenal Of Democracy, a prescient analysis published 2 April 2021 by BCA’s Geopolitical Strategy.  The report notes the Biden administration “still faces early stress-tests on China/Taiwan, Russia, Iran, and even North Korea.  Game theory helps explain why financial markets cannot ignore the 60% chance of a crisis in the Taiwan Strait. A full-fledged war is still low-probability, but Taiwan remains the world’s preeminent geopolitical risk.”   Investment Views and Themes Recommendations 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