Softs

Highlights Over the short term – 1-2 years – the pick-up in re-infection rates in Asia and LatAm states with large-scale deployments of Sinopharm and Sinovac COVID-19 vaccines will re-focus attention on demand-side risks to the global recovery (Chart of the Week). The UAE-Saudi impasse re extending the return of additional volumes of OPEC 2.0 spare capacity to the oil market over 2H21 will be short-lived.  The UAE's official baseline production will be increased to 3.8mm b/d from 3.2mm b/d presently, and its output in 2H21 will be adjusted accordingly.  Over the medium term – 3-5 years out – the risk to the expansion of metal supplies needed for renewables and electric vehicles (EVs) will rise, as left-of-center governments increase taxes and royalties, and carbon prices move higher. Rising metals costs will redound to the benefit of oil and gas producers, and accelerate R+D in carbon- and GHG-reduction technologies. Longer-term – 5-10 years out – the active discouragement of investment in hydrocarbons will contribute to energy shortages. In anticipation of continued upside volatility in commodity prices and share values of oil, gas and metals producers, we remain long the S&P GSCI and COMT ETF, and long equities of producers and traders via the PICK ETF. Feature Our conversations with clients almost invariably leads us to considering the risks to our long-standing bullish views for energy and metals. This week, we reprise some of the highlights of these conversations. In the short term, our bullish call on oil is underpinned by the assumption of continued expansion in vaccinations, which we believe will lead to global economic re-opening and increased mobility, as the world emerges from the devastation of COVID-19. This expectation is once again under scrutiny. On the supply side, the very public negotiations undertaken by the UAE and the leaders of OPEC 2.0 – the Kingdom of Saudi Arabia (KSA) and Russia – over re-basing the UAE's production reminds investors there is substantial spare capacity from the coalition available for the market over the short term. The slow news cycle going into the US Independence Day holiday certainly was a fortuitous time to make such a point. Chart of the WeekWorrisome Uptick Of COVID-19 Cases Assessing Risks To Our Commodity Views Assessing Risks To Our Commodity Views KSA-UAE Supply-Side Worries The abrupt end to this week's OPEC 2.0 meeting was unsettling to markets. Shortly after the meeting ended – without being concluded – officials from the Biden administration in the US spoke with officials from KSA and the UAE, presumably to encourage resolution of outstanding issues and to get more oil into the market to keep crude oil prices below $80/bbl (Chart 2). We're confident the KSA-UAE impasse re extending the return of additional volumes of spare capacity to the oil market over 2H21 will be short-lived. The UAE's official baseline production number (i.e., its October 2018 output level) will be increased to 3.8mm b/d from 3.2mm b/d presently, and its output in 2H21 will be adjusted accordingly. Coupled with a likely return of Iranian export volumes in 4Q21, this will bring prices down into the mid- to high-$60/bbl range we are forecasting. Chart 2US Pushing For Resolution of KSA-UAE Spat US Pushing For Resolution of KSA-UAE Spat US Pushing For Resolution of KSA-UAE Spat Longer term, markets are worried this incident is a harbinger of a breakdown in OPEC 2.0's so-far-successful production-management strategy, which has lifted oil prices 200% since their March 2020 nadir. At present, the producer coalition has ~ 6-7mm b/d of spare capacity, which resulted from its strategy to keep the level of supply below demand. A breakdown in this discipline – in extremis, another price war of the sort seen in March 2020 or from 2014-2016 – could plunge oil markets into a price collapse that re-visits sub-$40/bbl levels. In our view, economics – specifically the cold economic reality of the price elasticity of supply – continues to work for the OPEC 2.0 coalition: Higher revenues are realized by members of the group as long as relatively small production cuts produce larger revenue gains – e.g., a 5% (or less) cut in production that produces a 20% (or more) increase in price trumps a 20% increase in production that reduces prices by 50%. Besides, none of the members of the coalition possess the wherewithal to endure another shock-and-awe display from KSA similar to the one following the breakdown of the March 2020 OPEC 2.0 meeting. We also continue to expect US shale-oil producers to be disciplined by capital markets, and to retain a focus on providing competitive returns to their shareholders, which will limit supply growth to that which maintains profitability. Until we see actual evidence of a breakdown in the coalition's willingness to maintain its production-management strategy, we will continue to assume it remains operative. Worrisome COVID-19 Re-Infection Trends Reports of increased re-infection rates in Latin American and Asia-Pacific states providing Chinese Sinopharm and Sinovac COVID-19 vaccines will re-focus attention on demand-side risks to the global recovery. Conclusive data on the efficacy of these vaccines is not available at present, based on reporting from Health Policy Watch (HPW).1 The vast majority of these vaccines were purchased in Latin America and the Asia-Pacific region, where ~ 80% of the 759mm doses of the two Chinese vaccines were sold, according to HPW's reporting. This will draw the attention of markets to this risk (Chart 3). Of particular concern are the increases in re-infection rates in the Seychelles and Chile, where the majority of populations in both countries were inoculated with one of the Chinese vaccines. Re-infections in Indonesia also are drawing attention, where more than 350 healthcare workers were re-infected after receiving the Sinovac vaccination.2 The risk of renewed global lockdowns remains small, but if these experiences are repeated globally with adverse health consequences, this assessment could be challenged. Chart 3COVID-19 Returning In High-Vaccination States Assessing Risks To Our Commodity Views Assessing Risks To Our Commodity Views Transition Risks To A Low-Carbon Economy Over the medium- to long-terms, our metals views are premised on the expectation the build-out of the global EV fleet and renewable electricity generation – including its supporting grids – will require massive increases in the supply of copper, aluminum, nickel, and tin, not to mention iron ore and steel. This surge in demand will be occurring as governments rush headlong into unplanned and unsynchronized wind-downs of investment in the hydrocarbon fuels that power modern economies.3 The big risk here is new metal supplies will not be delivered fast enough to build all of the renewable generation, EVs and their supporting grids and infrastructures to cover the loss of hydrocarbons phased out by policy, legal and boardroom challenges. Such a turn of events would re-invigorate oil and gas production. Renewable energy and electric vehicles are the sine qua non of the drive to achieve net-zero carbon emissions by 2050. However, the rising price of base metals will add to already high costs of rebuilding power grids to make them suitable for green energy. Given miners’ reluctance to invest in new mines, we do not expect metals prices to drop anytime soon. According to Wood Mackenzie, in 2019 the cost of shifting just the US power grid to renewable energy over the next 10 years will amount to $4.5 trillion.4 Given these cost and supply barriers, fossil fuels will need to be used for longer than the IEA outlined in its recent and controversial report on transitioning to a net-zero economy.5 To ensure that fossil fuels can be used while countries work to achieve their net zero goals, carbon capture utilization and storage (CCUS) technology will need to be developed and made cheaper. The main barrier to entry for CCUS technology is its high cost (Chart 4). However, like renewable energy, the more it is deployed and invested in, the cheaper it will become, following the trend seen in the development of renewable energy and EVs, which were aided by large-scale subsidies from governments to encourage the development of the technology. These cost reductions are already visible: In its 2019 report, the Global CCS Institute noted the cost of implementing CCS technology initially used in 2014 had fallen by 35% three years later. Chart 4CCUS Can Be Expensive Assessing Risks To Our Commodity Views Assessing Risks To Our Commodity Views Metals Mines' Long Lead Times In 2020 the total amount of discovered copper reserves in the world stood at ~ 870mm MT (Chart 5), according to the US Geological Service (USGS). As of 2017, the total identified and undiscovered amount of reserves was ~ 5.6 billion MT.6 The World Bank recently estimated additional demand for copper would amount to ~ 20mm MT p.a. by 2050 (Chart 6).7 Glencore’s recently retired CEO Ivan Glasenberg last month said that by 2050, miners will need to produce around 60mm MT p.a. of copper to keep up with demand for countries’ net zero initiatives.8 Even with this higher estimate, if miners focus on exploration and can tap into undiscovered reserves, supply will cover demand for the renewable energy buildout. Chart 5Copper Reserves Are Abundant Assessing Risks To Our Commodity Views Assessing Risks To Our Commodity Views Chart 6Call On Base Metals Supply Will Be Massive Out To 2050 Assessing Risks To Our Commodity Views Assessing Risks To Our Commodity Views While recent legislative developments in Chile and Peru, which together constitute ~ 34% of total discovered copper reserves, could lead to significantly higher costs as left-of-center governments re-write these states' constitutions, geological factors would not be the main constraint to copper supply for the renewables energy buildout: Even if copper mining companies were to move out of these two countries, there still is about 570 million MT in discovered copper reserves, and nearly ten times that amount in undiscovered reserves. As we have written in the past, capital expenditure restraint is the principal reason the supply side of copper markets – and base metals generally – is challenged (Chart 7). Unlike in the previous commodity boom, this time mining companies are focusing on providing returns to shareholders, instead of funding the development of new mines (Chart 8). Chart 7Copper Prices Remains Parsimonious Copper Prices Remains Parsimonious Copper Prices Remains Parsimonious Chart 8Shareholder Interests Predominate Metals Agendas Assessing Risks To Our Commodity Views Assessing Risks To Our Commodity Views Of course, it is likely metals miners, like oil producers, are waiting to see actual demand for copper and other base metals pick up before ramping capex. Sharp increases in forecasted demand is not compelling for miners, at this point. This means metals prices could stay elevated for an extended period, given the 10-15-year lead times for copper mines (Chart 9). For example, the Kamoa-Kakula mine in the Democratic Republic of Congo (DRC) now being brought on line took roughly 24 years of exploration and development work, before it started producing copper. Technological breakthroughs that increase brownfield projects’ productivity, or significant increases in the amount of recycled copper as a percent of total copper supply would address some of the price pressures arising from the long lead times associated with the development of new copper supply. Another scenario with a non-trivial probability that threatens the viability of metals investing is a breakthrough – or breakthroughs – in CCUS technology, which allows oil and gas producers to remove enough carbon from their fuels to allow firms using these fuels to achieve their net-zero carbon goals. Chart 9Long Lead Times For Mine Development Assessing Risks To Our Commodity Views Assessing Risks To Our Commodity Views Investment Implications Short-term supply-demand issues affecting the oil market at present are transitory, and do not signal a shift in the fundamentals supporting our bullish call on oil. Our thesis based on continued production discipline remains intact. That said, we will continue to subject it to rigorous scrutiny on a continual basis. Our average Brent forecast for 2021 remains $66.50/bbl, with 2H21 prices averaging $70/bbl. For 2022 and 2023 we continue to expect prices to average $74 and $81/bbl, respectively (Chart 10). WTI will trade $2-$3/bbl lower. Our metals view has become slightly more nuanced, thanks to our client conversations. One of the unintended consequences of the unplanned and uncoordinated rush to a net-zero carbon future will be an improvement in the competitive position of oil and gas as transportation fuels and electric-generation fuels going forward. This will be driven by rising costs of developing and delivering the metals supplies needed to effect the net-zero transition. We expect markets will provide incentives to CCUS technologies and efforts to decarbonize oil and gas fuels, which will contribute to the global effort to arrest rising temperatures. This suggests the rush to sell these assets – which is underway at present – could be premature.9 In the extreme, this could be a true counterbalance to the metals story, if it plays out. Chart 10Our Oil Price View Remains Intact Our Oil Price View Remains Intact Our Oil Price View Remains Intact     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 monthly OPEC 2.0 meeting ended without any action to increase monthly supplies, following the UAE's bid to increase its baseline reference production – determined based on October 2018 production levels – to 3.8mm b/d, up from 3.2mm b/d. S&P Global Platts reported the UAE's Energy Minister, Suhail al-Mazrouei, advanced a proposal to raise its monthly production level under the coalition's overall output deal, while KSA's energy minister, Prince Abdulaziz bin Salman, insisted the UAE follow OPEC 2.0 procedures in seeking an output increase. We do not expect this issue to become a protracted standoff between these states. The disagreement between the ministers is procedural to substantive. Remarks by bin Salman last month – to wit, KSA has a role in containing inflation globally – and his earlier assertions that production policy of OPEC 2.0 would be driven by actual oil demand, as opposed to forecasted oil demand, suggest the Kingdom is not aiming for higher oil prices per se. Base Metals: Bullish Spot benchmark iron ore (62 Fe) prices traded above $222/MT this week in China on the back of stronger steel demand, according to mining.com (Chart 11). Market participants are anticipating further steel-production restrictions and appear to be trying to get out in front of them. Precious Metals: Bullish The USD rally eased this week, allowing gold prices to stabilize following the June Federal Open Market Committee (FOMC) meeting. In the two weeks since the FOMC, our gold composite indicator shows that gold started entering oversold territory (Chart 12). We believe gold prices will start correcting upwards, expecting investor bargain-hunting to pick up after the price drop. The mixed US jobs report, which showed the unemployment rate ticked up more than expected, implies that interest rates are not going to be raised soon. Our colleagues at BCA Research's US Bond Strategy (USBS) expect rates to increase only by end-2022.10 This, along with slightly higher odds of a potential COVID-19 resurgence, will support gold prices in the near-term. Ags/Softs: Neutral The USDA's Crop Progress report for the week ended 4 July 2021 showed 64% of the US corn crop was in good to excellent condition, down from the 71% reported for the comparable 2020 date. The Department reported 59% of the bean crop was in good to excellent shape vs 71% the year earlier. Chart 11 BENCHMARK IRON ORE 62% FE, CFR CHINA (TSI) GOING DOWN BENCHMARK IRON ORE 62% FE, CFR CHINA (TSI) GOING DOWN Chart 12 Sentiment Supports Oil Prices Sentiment Supports Oil Prices     Footnotes 1     Please see Are Chinese COVID Vaccines Underperforming? A Dearth of Real-Life Studies Leaves Unanswered Questions, published by Health Policy Watch, June 18, 2021. 2     According to HPW, the World Health Organization's Emergency Use Listing for these two vaccines "were unique in that unlike the Pfizer, AstraZeneca, Moderna, and Jonhson & Johonson vaccines that it had also approved, neither had undergone review and approval by a strict national or regional regulatory authority such as the US Food and Drug Administration or the European Medicines Agency. Nor have Phase 3 results of the Sinopharm and Sinovac trials been published in a peer-reviewed medical journal.  More to the point, post-approval, any large-scale tracking of the efficacy of the Sinovac and Sinopharm vaccine rollouts by WHO or national authorities seems to be missing." 3    Please see A Perfect Energy Storm On The Way, which we published on June 3, 2021 for additional discussion.  It is available at ces.bcaresearch.com. 4    Please refer to The Price of a Fully Renewable US Grid: $4.5 Trillion, published by greentechmedia 28 June 2019. 5    Please refer to the IEA's Net Zero By 2050, published in May 2021. 6    Please refer to USGS Mineral Commodity Summaries, 2021. 7     Please refer to Minerals for Climate Action: The Mineral Intensity of the Clean Energy Transition, published by the World Bank. 8    Please refer to Copper supply needs to double by 2050, Glencore CEO says, published by reuters.com on June 22, 2021. 9    Please see the FT's excellent coverage of this trend in A $140bn asset sale: the investors cashing in on Big Oil’s push to net zero published on July 6, 2021. 10   Please refer to Watch Employment, Not Inflation, published by the USBS on June 15, 2021.   Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Image

Highlights Gold is – and always will be – exquisitely sensitive to Fed policy and forward guidance, as last month's "Dot Shock" showed (Chart of the Week). Its price will continue to twitch – sometimes violently – as the widening dispersion of views evident in the Fed dots keeps markets on edge and pushes forward rate expectations in different directions. Fed policy is important but will remain secondary to fundamentals in oil markets. Increasingly inelastic supply will force refiners to draw down inventories, which will keep forward curves backwardated. OPEC 2.0's production-management policy is the key driver here, followed closely by shale-oil's capital discipline. Between these market bookends are base metals, which will remain sensitive to Fed policy, but increasingly will be more responsive to tightening supply-demand fundamentals, as the pace of the global renewables and EV buildout challenges supply. The one thing these markets will share going forward is increasing volatility. Gold volatility will remain elevated as markets are forced to parse sometimes-cacophonous Fed forward guidance; oil volatility will increase with steeper backwardation; and base metals volatility will rise as fundamentals continue to tighten. We remain long commodity-index exposure (S&P GSCI and COMT ETF) and equity exposure (PICK ETF). Feature Gold markets still are processing last month's "Dot Shock" – occasioned by the mid-June move of three more Fed bankers' dots into the raise-rates-in-2022 camp at the Fed – and the sometimes-cacophonous forward guidance of post-FOMC meetings accompanying these projections. Following last month's meeting, seven of the 18 central bankers at the June meeting now favor an earlier rate hike. This dot dispersion fuels policy uncertainty. When policy uncertainty is stoked, demand for the USD typically rises, which generally – but not always – contributes to liquidation of dollar-sensitive positions in assets like commodities. This typically leads to higher price volatility.1 This is most apparent in gold, which is and always will be exquisitely sensitive to Fed guidance and the slightest hint of a change in course (or momentum building internally for such a change). This is what markets got immediately after the June meeting. When this guidance reflects a wide dispersion of views inside the Fed, it should come as no surprise that price volatility increases among assets that are most responsive to monetary policy. This dispersion of market expectations – as a matter of course – is intensified by discordant central-bank forward guidance.2 Fundamentals Reduce Oil's Sensitivity To Fed Policy Fed policy will always be important for the evolution of the USD through time, which makes it extremely important for commodities, since the most widely traded commodities are priced in USD. All else equal, an increase in the value of the USD raises the cost of commodities ex-US, and vice versa. Chart of the WeekGold Still Processing Dot Shock Gold Still Processing Dot Shock Gold Still Processing Dot Shock Chart 2Oil Market Remains Tight... Oil Market Remains Tight... Oil Market Remains Tight... The USD's impact is dampened when markets are fundamentally tight – e.g., when the level of demand exceeds supply, as is the case presently for oil (Chart 2).3 When this occurs, refiner inventories have to be drawn down to make up for supply deficits (Chart 3). This leads to a backwardation in the oil forward curves – i.e., prices of prompt-delivery oil are higher than deferred-delivery oil – reflecting the fact that the supply curve is becoming increasingly inelastic (Chart 4). This backwardation benefits OPEC 2.0 member states, as most of them have long-term supply contracts with customers indexed to spot prices, and investors who are long commodity-index exposure, as it is the source of the roll yield for these products.4 Chart 3Forcing Inventories To Draw... Forcing Inventories To Draw... Forcing Inventories To Draw... Chart 4...And Backwardating Forward Curves ...And Backwardating Forward Curves ...And Backwardating Forward Curves Copper's Sensitivity To Fed Policy Declining Supply-demand fundamentals in base metals – particularly in the bellwether copper market – are tightening, which, as the oil market illustrates, will make prices in these markets less sensitive to USD pressures going forward (Chart 5). We expect the copper forward curve to remain backwardated for an extended period (Chart 6), which will distance the evolution of copper prices from Fed policy variables (e.g., interest rates and the USD). Chart 5Copper USD Sensitivity Will Diminish As Balances Tighten Copper USD Sensitivity Will Diminish As Balances Tighten Copper USD Sensitivity Will Diminish As Balances Tighten Chart 6Expect Persistent Backwardation In Copper Expect Persistent Backwardation In Copper Expect Persistent Backwardation In Copper Indeed, our modeling suggests this already is occurring in the metals markets, as can be seen from the resilience of copper prices during 1H21, when China's fiscal and monetary stimulus was waning and, recently, during the USD's recent rally, which was an unexpected headwind generated by the Fed's June meeting. If, as appears likely, China re-engages in fiscal and monetary stimulus in 2H21, the global demand resurgence for metals, copper in particular, will receive an additional fillip. Like oil, copper inventories will have to be drawn down over the next two years to make up for physical deficits, which have been a persistent problem for years (Chart 7). Capex in copper markets has yet to be incentivized by higher prices, which means these physical deficits likely will widen as the world gears up for expanded renewables generation and the grids required to support them, not to mention higher electric vehicle (EV) demand. If, as we expect, copper miners do not invest in new greenfield mine projects – choosing instead to stay with their brownfield expansion strategies – the market will tighten significantly as the world ramps up its demand for renewable energy. This means copper's supply curve will, like oil's, become increasingly inelastic. At the limit – i.e., if new mining capex is not incentivized – price will be forced to allocate limited supply, and may even have to get to the point of destroying demand to accommodate the renewables buildout. Chart 7Supply-Demand Balance Tightening In Copper Supply-Demand Balance Tightening In Copper Supply-Demand Balance Tightening In Copper A Word On Spec Positioning We revisited our modeling of speculative influence on these markets over the past couple of weeks, in anticipation of the volatility we expect and the almost-certain outcry from public officials that will ensue. Our modeling continues to support our earlier work, which found fundamentals are determinant to the evolution of industrial commodity prices. Using Granger-Causality and econometric analysis, we find prices mostly explain spec positioning in oil and copper, and not the other way around.5 We do find spec positioning – via Working's T Index – to be important to the evolution of volatility in WTI crude oil options, along with other key variables (Chart 8).6 That said, other variables are equally important to this evolution, including the St. Louis Fed's Financial Stress Index, EM equity volatility, VIX volatility and USD volatility. These variables are not useful in modeling copper volatility, where it appears fundamental and financial variables are driving the evolution of prices and, by extension, price volatility. We will continue to research this issue, and will continue to subject our results to repeated trials in an attempt to disprove them, as any researcher would do. Chart 8Oil Volatility Drivers Oil Volatility Drivers Oil Volatility Drivers Investment Implications Gold will remain hostage to Fed policy, but oil and base metals increasingly will be charting a path that is independent of policy-related variables, chiefly the USD. There is no escaping the fact that gold volatility will increasingly be in the thrall of US monetary policy – particularly during the next two years as the Fed attempts to guide markets toward something resembling normalization of that policy.7 However, as the events of the most recent FOMC meeting illustrate, gold price volatility will remain elevated as markets are forced to parse oftentimes-cacophonous Fed forward guidance. This would argue in favor of using low-volatility episodes as buying opportunities in gold options – particularly calls, as we continue to expect gold prices to end the year at $2,000/oz. We also favor silver exposure via calls, expecting price to go to $30/oz this year. In oil and base metals, we continue to expect supply-demand fundamentals in these markets to tighten, which predisposes us to favor commodity index products. For this reason, we remain long commodity-index exposure – specifically the S&P GSCI index, which is up 6.8% since inception, and the COMT ETF, which is up 8.7% since inception. We expect the base metals markets to remain very well bid going forward, and remain long equity exposure in these markets via the PICK ETF, which we re-entered after a trailing stop was elected that left us with a 24% gain since inception at the end of last year.   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 US crude oil stocks (ex SPR) fell 6.7mm barrels in the week ended 25 June 2021, according to the US EIA. Total crude and product stocks were down 4.6mm barrels. Domestic crude oil production was unchanged at 11.1mm b/d over the reporting week. Total refined-product demand surpassed the comparable 2019 reporting period, led by higher distillate consumption (4.2mm b/d vs 3.8mm b/d). Gasoline consumption remains a laggard (9.2mm b/d vs 9.5mm b/d), as does jet fuel (1.4mm b/d vs 1.9mm b/d). Propane and propylene demand surged over the period, likely on the back of petchem demand (993k b/d vs 863k b/d). Base Metals: Bullish Base metals prices are moving higher in anticipation of tariffs being imposed by Russia to discourage exports beyond the Eurasian Economic Union, according to argusmedia.com. In addition to export tariffs on copper, aluminum and nickel, steel exports also will face levies to discourage material from leaving the EAEU (Chart 9). The tariffs are expected to remain in place from August through December 2021. Separately, premiums paid for high-quality iron ore in China (65% Fe) reached record highs earlier this week, as steelmakers scramble for supply, according to reuters.com. The premium iron ore traded close to $36/MT over benchmark material (62% Fe) this week. Precious Metals: Bullish Gold prices continue to move lower following the FOMC meeting on June 16. The yellow metal was down 0.6% y-o-y at $1762.80/oz as of Tuesday’s close after being up a little more than 13% y-o-y before the FOMC meeting earlier this month (Chart 10). We believe the USD rally, which, based on earlier research we have done, could be benefitting from safe-haven demand arising from global concern over the so-called Delta variant of COVID-19, which has spread to at least 85 countries. Public-health officials are fearful this could cause a resurgence in COVID-19 cases and additional mutations in the virus if vaccine distribution in EM states is not increased. Ags/Softs: Neutral Widely disparate weather conditions in the US west and east crop regions – drought vs cooler and wetter weather – appear to be on track to produce average crop yields for corn and beans this year, according to agriculture.com's Successful Farming. In regions where hard red spring wheat is grown, states experiencing low rainfall likely will have poor crops this year. Chart 9 "Dot Shock" Continues To Roil Gold; Oil … Not So Much "Dot Shock" Continues To Roil Gold; Oil … Not So Much Chart 10 US Dollar To Keep Gold Prices Well Bid US Dollar To Keep Gold Prices Well Bid   Footnotes 1     We model gold prices as a function of financial variables sensitive to Fed policy – e.g., real rates and the broad trade-weighted USD – and uncertainty, which is conveyed via the Global Economic Policy Uncertainty (GEPU) index published by Baker, Bloom & Davis.  2     Please see Lustenberger, Thomas and Enzo Rossib (2017), "Does Central Bank Transparency and Communication Affect Financial and Macroeconomic Forecasts?" SNB Working Papers, 12/2017. The Swiss central bank researchers find "… the verdict about the frequency of central bank communication is unambiguous. More communication produces forecast errors and increases their dispersion. … Stated differently, a central bank that speaks with a cacophony of voices may, in effect, have no voice at all. Thus, speaking less may be beneficial for central banks that want to raise predictability and homogeneity among financial and macroeconomic forecasts. We provide some evidence that this may be particularly true for central banks whose transparency level is already high." (p. 26) 3    Please see OPEC 2.0 Vs. The Fed, published on February 8, 2018, for additional discussion. 4    Please see The Case For A Strategic Allocation To Commodities As An Asset Class, a Special Report we published on March 11, 2021 on commodity-index investing.  It is available at ces.bcaresearch.com. 5    The one outlier we found was Brent prices, for which non-commercial short positioning does Granger-Cause price.  Otherwise, price was found to Granger-Cause spec positioning on the long and short sides of the market. 6   Please see BCA Research's Commodity & Energy Strategy Weekly Report, "Specs Back Up The Truck For Oil," published on April 26, 2018, in which we introduce Holbrook Working's "T Index," a measure of speculative concentration in futures and options markets. It is available at ces.bcaresearch.com. Briefly, Working's T Index shows how much speculative positioning exceeds the net demand for hedging from commercial participants in the market. 7     Please see How To Re-Shape The Yield Curve Without Really Trying published by our US Bond Strategy group on June 22 for a deeper discussion of the outlook for Fed policy.   Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Image

Highlights Entering 2H21, oil and metals' price volatility will rise as inventories are drawn down to cover physical supply deficits brought about by the re-opening of major economies ex-China. As demand increases and oil and metals supply become more inelastic, forward curves will backwardate further.  This will weaken commodity-price correlations with the USD and boost commodity-index returns. Going into next week's OPEC 2.0 meeting, the Kingdom of Saudi Arabia (KSA) and Russia likely will hold off on further production increases, until greater clarity around US-Iran negotiations and the return of Iran as a bona fide exporter is available. Chinese authorities will release 100k MT of copper, aluminum and zinc into tight domestic markets in July.  A two-day rally followed the news. Since bottoming in March 2020, the XOP and XME ETFs covering oil and gas producers and metals miners are up ~ 218% and ~ 196%, respectively, following the ~ 230% move in crude oil and the ~ 100% rise copper prices.  Higher volatility will present buying opportunities for these ETFs  (Chart of the Week). We remain long commodity index exposure – S&P GSCI and COMT ETF – expecting steeper backwardations. We will go long the PICK ETF at tonight's close again, after being stopped out last week with a 23.9% return. Feature Heading into 2H21, industrial commodity markets will continue to tighten.  In the case of oil, this is caused by OPEC 2.0's production-management strategy – i.e., keeping supply below demand – and capital discipline among producers in the price-taking cohort.1 Base metals, on the other hand, are tightening because demand is recovering much faster than supply.2 Re-opening of major economies will boost refined-product demand in oil markets – e.g., gasoline and jet fuel – which will leave refiners little choice but to continue drawing on inventories to cover supply shortfalls in the near term (Chart 2). Chart of the WeekResources ETFs Follow Prices Higher Resources ETFs Follow Prices Higher Resources ETFs Follow Prices Higher Chart 2Refiners Will Continue Drawing Crude Investments Refiners Will Continue Drawing Crude Investments Refiners Will Continue Drawing Crude Investments Base metals – particularly copper and aluminum – will remain well bid in the face of constrained supply and higher consumption ex-China.  Despite China's widely anticipated decision to release strategic stockpiles of copper, aluminum and zinc next month into a tight domestic market – which we flagged last month – continued inventory draws will be required to cover physical deficits in these markets, particularly in copper (Chart 3).3 Chart 3Copper Inventories Will Draw As Demand Ex-China Rises Copper Inventories Will Draw As Demand Ex-China Rises Copper Inventories Will Draw As Demand Ex-China Rises Chart 4Steeper Backwardation, Higher Volatility Oil, Metals Vol Creates Buying Opportunities Oil, Metals Vol Creates Buying Opportunities Higher Vol On The Way As demand for industrial commodities increases and inventories continue to draw, forward curves will become more backwardated – i.e., material delivered promptly (next day or next week) will command a higher price than commodities delivered next month or next year: Consumers value current supply above deferred supply, and producers and merchants have to charge more to cover inventory replacement costs, which increase when prompt demand outstrips supply. The steepening of forward curves for industrial commodities will lead to higher price volatility in oil and metals markets, particularly copper: Demand will confront increasingly inelastic supply.  In this evolution, prices will be forced to allocate inelastic supply as demand increases.  Sometimes-sharp changes in price are required to equilibrate available supply with demand when this happens.  This can be seen clearly in oil markets, but it holds true for all storable commodities (Chart 4).4 Investment Implications Industrial commodity markets are entering a more volatile phase, which will be characterized by sharp price movements up and down over the short term, as demand continues to outpace supply. Our analysis suggests this is the beginning of a more volatile phase in industrial commodity markets.  The balance of risk in industrial commodity prices will remain to the upside as volatility increases. In the short term, fundamental imbalances can be addressed over a relatively short months-long horizon – i.e., OPEC 2.0 can release spare capacity over a 3-4 month interval to accommodate rising demand – so that price increases do not destroy demand as oil-exporters are rebuilding their fiscal balance sheets. Base metals markets will have a tougher time in the short run finding the supply to meet surging demand, but it can be done over the next year or so without prices getting to the point where demand-destruction sets in. Over the medium to long term, investor-owned oil and gas producers literally are being directed by policymakers, shareholders and courts toward an extended wind-down of production and investment in future production.  Markets have been pricing through just such a situation in the post-COVID-19 world, with OPEC 2.0 managing supply against falling demand and still managing to reduce inventories significantly.  If the world follows the IEA's pathway to a decarbonized future – in which no investment in new oil or gas production is required after 2025 – this will become the status quo for these markets going forward.5 Metals producers, on the other hand, are being encouraged to increase marketable supply at a rapid pace to accommodate demand driven by the build-out of renewable energy – chiefly wind and solar – and the grids that will be required to move this energy. Producers, however, remain reluctant to do so, fearing their capex investment to build out supply will produce physical surpluses that depress returns, similar to the last China-led commodity super-cycle. Supplying the necessary base metals to make this happen will be difficult at best, according to Ivan Glasenberg, CEO at Glencore.  At this week's Qatar Economic Forum, he said copper supply will have to double between now and 2050 to meet expected demand for this critical metal.  “Today, the world consumes 30 million tonnes of copper per year and by the year 2050, following this trajectory, we’ve got to produce 60 million tonnes of copper per year,” he said.  “If you look at the historical past 10 years, we’ve only added 500,000 tonnes per year … Do we have the projects? I don’t think so. I think it will be extremely difficult.”6 The volatility we are expecting in oil, gas and base metals prices, will present buy-the-dip opportunities in related equities vehicles.  Since bottoming in March 2020, the XOP and XME ETFs covering oil and gas producers and metals miners are up ~ 218% and ~ 196%, respectively, matching the ~ 230% move in crude oil and the ~ 100% rise in copper prices.  We remain long commodity index exposure – S&P GSCI, which is up 5.9% and the COMT ETF, which is up 7.6% – expecting steeper backwardations.  The trailing stop on our MSCI Global Metals & Mining Producers ETF (PICK) position recommended 10 December 2020 was elected, which stopped us out with a gain of 23.9%.  We are getting long the PICK again at tonight's close.   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 Commercial crude oil stocks in the US (ex-SPR barrels) fell 7.6mm barrels w/w in the week ended 18 June 2021, according to the US EIA. Including products, US crude and product inventories were down 5.8mm barrels. US domestic crude oil production was down 100k b/d, ending the week at 11.1mm b/d. Overall product supplied, the EIA's proxy for refined-product demand, was up 180k b/d at 20.75mm b/d, which is 129k b/d below 2019 demand for the same period. At 9.44mm b/d, gasoline demand was just below comparable 2019 consumption of 9.47mm b/d, while jet-fuel demand remains severely depressed vs. comparable 2019 consumption at 1.58mm b/d (vs. 1.92mm b/d).  Distillate demand (e.g., diesel fuel) for the week ended 18 June 2021 was 3.95mm b/d vs. 3.97mm b/d for the comparable 2019 period. Base Metals: Bullish Benchmark spot iron ore (62% Fe) prices are holding above $210/MT in trading this week, as demand for the steel input remains strong in China (Chart 5). The Chinese Communist Party (CCP) increased its level of intervention in the iron ore market this week, launching investigations into “malicious speculation,” vowing to “severely punish” anyone found to be engaged in such behavior, according to ft.com.7 Benchmark iron ore prices hit $230/MT in May. We continue to expect exports from Brazil to pick up in 2H21, which will push prices lower in 2H21. Precious Metals: Bullish In the aftermath of last Wednesday’s FOMC meeting gold prices lost nearly $86/oz (Chart 6). Our colleagues at BCA Research's USBS believe markets are paying too much attention to the Fed’s dot plots, and not to the central bank’s verbal guidance.8 Originally, the Fed stated that it will only start raising interest rates once a checklist of three conditions have been met. This checklist includes guidance on actual and expected inflation rates and the labor market. Gold prices did not react to Chair Powell's testimony before the House Select Subcommittee on the Coronavirus Crisis. Ags/Softs: Neutral US spring wheat prices are rallying on the back of dry weather in the northern Plains, while forecasts for benign crop weather in the Midwest pressured soybeans lower this week, according to successfulfarming.com. Chart 5 BENCHMARK IRON ORE 62% FE, CFR CHINA (TSI) GOING DOWN BENCHMARK IRON ORE 62% FE, CFR CHINA (TSI) GOING DOWN Chart 6 US Dollar To Keep Gold Prices Well Bid US Dollar To Keep Gold Prices Well Bid     Footnotes 1     Please see our most recent oil price forecasts published last week in Balance Of Risks Tilts To Higher Oil Prices.  It is available at ces.bcaresearch.com. 2     Please see A Perfect Energy Storm On The Way published on June 3, 2021 for further discussion. 3    Please see Less Metal, More Jawboning published on May 27, 2021, which flagged China's likely decision to release strategic stockpiles of base metals. 4    Chart 4 shows implied volatility as a function of the slope of the forward curve, i.e., the difference between the 1st- and 13th-nearby futures divided by the 1st-nearby future vs implied volatilities for Brent and WTI options.  This modeling extends Kogan et al (2009), mapping realized volatilities calculated using historical settlements of crude oil futures against the slope of crude oil futures conditioned on 6th- vs. 3rd-nearby futures returns (in %). Please see Kogan, L., Livdan, D., & Yaron, A. (2009), "Oil Futures Prices in a Production Economy With Investment Constraints." The Journal of Finance, 64:3, pp. 1345-1375. 5    Please see fn 2's discussion of the IEA's Net Zero by 2050, A Roadmap for the Global Energy Sector beginning on p. 5 under The Case For A Carbon Tax. 6    Please see Copper supply needs to double by 2050, Glencore CEO says published on June 23, 2021 by reuters.com.  Of course, being a copper producer with large-scale base-metals projects due to come on line in the next year or so, Mr. Glasenberg could be talking his book, but as Chart 3 shows, copper has been and likely will be in physical deficits for years. 7     Please see China cracks down on iron ore market, published by ft.com on June 21, 2021. 8    Please see How To Re-Shape The Yield Curve Without Really Trying, published on June 22, 2021.   Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Image

Dear Client, Next week, instead of our regular report, we will be sending you a Special Report from BCA Research’s MacroQuant tactical global asset allocation team. Titled “MacroQuant: A Quantitative Solution For Forecasting Macro-Driven Financial Trends,” this white paper will discuss the purpose, coverage, and methodology of the MacroQuant model. I hope you will find the report insightful. We will be back the following week with the GIS Quarterly Strategy Outlook, where we will explore the major trends that are set to drive financial markets for the rest of 2021 and beyond. We will also be holding a webcast on Thursday, July 8 at 10:00 AM EDT (3:00 PM BST, 4:00 PM CEST, 10:00 PM HKT) to discuss the outlook. Best regards, Peter Berezin Chief Global Strategist Highlights Although the Fed delivered a hawkish surprise on Wednesday, monetary policy is likely to remain highly accommodative for the foreseeable future. We continue to see high US inflation as a long-term risk rather than a short-term problem. Outside of a few industries, wage inflation remains well contained. In those industries suffering from labor shortages, the expiration of emergency unemployment benefits, increased immigration, and the opening up of schools should replenish labor supply. Bottlenecks in the global supply chain are starting to ease. Many key input prices have already rolled over, suggesting that producer price inflation has peaked and is heading down. A slowdown in Chinese credit growth could weigh on metals prices during the summer months, which would further temper inflationary pressures. We are downgrading our view on US TIPS from overweight to neutral. Owning bank shares is a cheaper inflation hedge. Look Who’s Talking The Fed jolted markets on Wednesday after the FOMC signaled it may raise rates twice in 2023. Back in March, the Fed projected no hikes until 2024 (Chart 1). Chart 1Fed Forecasts Converge Toward Market Expectations Don’t Sweat US Inflation…Just Yet Don’t Sweat US Inflation…Just Yet Seven of 18 committee members expected lift-off as early as 2022, up from four in March. Only five participants expected the Fed to start raising rates in 2024 or later, down from 11 previously. The Fed acknowledged recent upward inflation surprises by lifting its forecast of core PCE inflation to 3.4% for 2021 compared with the March projection of 2.4%. These forecast revisions bring the Fed closer to market expectations, although the latter are proving to be a moving target. Going into the FOMC meeting, the OIS curve was pricing in 85 bps of rate tightening by the end of 2023. At present, the market is pricing in about 105 bps of tightening. At his press conference, Chair Powell acknowledged that FOMC members had discussed scaling back asset purchases. “You can think of this meeting as the ‘talking about talking about’ meeting,” he said. A rate hike in 2023 would imply the start of tapering early next year. The key question for investors is whether this week’s FOMC meeting marks the first of many hawkish surprises from the Fed. We do not think it does. As Chair Powell himself noted, the dot-plot is “not a great forecaster of future rate moves,” before adding that “Lift-off is well into the future.” Ultimately, a major monetary tightening cycle would require that inflation remain stubbornly high. As we discuss below, while there are good reasons to think that the US economy will eventually overheat, the current bout of inflation is indeed likely to be “transitory.” This implies that bond yields are unlikely to rise into restrictive territory anytime soon, which should provide continued support to stocks. Inflation: A Long-Term Risk Rather Than A Short-Term Problem Chart 2Globalization Plateaued More Than A Decade Ago Globalization Plateaued More Than A Decade Ago Globalization Plateaued More Than A Decade Ago There are plenty of reasons to worry that US inflation will eventually move persistently higher. As we discussed in a recent report, many of the structural factors that have suppressed inflation over the past 40 years are reversing direction: Globalization is in retreat: The ratio of global trade-to-manufacturing output has been flat for over a decade (Chart 2). Looking out, the ratio could even decline as more companies shift production back home in order to gain greater control over unruly global supply chains. Baby boomers are leaving the labor force en masse. As a group, baby boomers control more than half of US wealth (Chart 3). They will continue to run down their wealth once they retire. However, since they will no longer be working, they will no longer contribute to national output. Continued spending against a backdrop of diminished production could be inflationary. Chart 3Baby Boomers Have Accumulated A Lot Of Wealth Don’t Sweat US Inflation…Just Yet Don’t Sweat US Inflation…Just Yet Despite a pandemic-induced bounce, underlying productivity growth remains disappointing (Chart 4). Slow productivity growth could cause aggregate supply to fall short of aggregate demand. Social stability is in peril, as exemplified by the recent dramatic increase in the US homicide rate. In the past, social instability and higher inflation have gone hand in hand (Chart 5). Chart 4Trend Productivity Growth Has Been Disappointing Trend Productivity Growth Has Been Disappointing Trend Productivity Growth Has Been Disappointing Chart 5Historically, Social Unrest And Higher Inflation Move In Lock-Step Historically, Social Unrest And Higher Inflation Move In Lock-Step Historically, Social Unrest And Higher Inflation Move In Lock-Step Perhaps most importantly, policymakers are aiming to run the economy hot. A tight labor market will lift wage growth (Chart 6). Not only could higher wage growth push up inflation through the usual “cost-push” channel, but by boosting labor’s share of income, a tight labor market could spur aggregate demand. Despite these structural inflationary forces, history suggests that it will take a while – perhaps another two-to-four years – for the US economy to overheat to the point that persistently higher inflation becomes a serious risk. Consider the case of the 1960s. While the labor market reached its full employment level in 1962, it was not until 1966 – when the unemployment rate was a full two percentage points below NAIRU – that inflation finally took off (Chart 7). Chart 6A Tight Labor Market Eventually Bolsters Wages A Tight Labor Market Eventually Bolsters Wages A Tight Labor Market Eventually Bolsters Wages Chart 7Inflation Started Accelerating Quickly Only When Unemployment Reached Very Low Levels In The 1960s Inflation Started Accelerating Quickly Only When Unemployment Reached Very Low Levels In The 1960s Inflation Started Accelerating Quickly Only When Unemployment Reached Very Low Levels In The 1960s In May, 4.4% fewer Americans were employed than in January 2020 (Chart 8). The employment-to-population ratio for prime-aged workers stood at 77.1%, 3.4 percentage points below its pre-pandemic level (Chart 9). Chart 8US Employment Still More Than 4% Below Pre-Pandemic Levels Don’t Sweat US Inflation…Just Yet Don’t Sweat US Inflation…Just Yet Chart 9Prime-Age Employment-To-Population Ratio Remains Below Pre-Pandemic Levels Prime-Age Employment-To-Population Ratio Remains Below Pre-Pandemic Levels Prime-Age Employment-To-Population Ratio Remains Below Pre-Pandemic Levels A Labor Market Puzzle Admittedly, if one were to ask most companies if they were finding it easy to hire suitable workers, one would hear a resounding “no.” According to the National Federation of Independent Business (NFIB), 48% of firms reported difficulty in filling vacant positions in May, the highest share in the 46-year history of the survey (Chart 10). Chart 10US Labor Market Shortages (I) US Labor Market Shortages (I) US Labor Market Shortages (I) Chart 11US Labor Market Shortages (II) US Labor Market Shortages (II) US Labor Market Shortages (II)   Nationwide, the job openings rate reached a record high of 6% in April, up from 4.5% in January 2020. The share of workers quitting their jobs voluntarily – a measure of worker confidence – also hit a record of 2.7% (Chart 11). How can we reconcile the apparent tightness in the labor market with the fact that employment is still well below where it was at the outset of the pandemic? Four explanations stand out. First, unemployment benefits remain extremely generous. For most low-wage workers, benefits exceed the pay they received while employed. It is not surprising that labor shortages have been most pronounced in sectors such as leisure and hospitality where average wages are relatively low (Chart 12). The good news for struggling firms is that the disincentive to working will largely evaporate by September when enhanced unemployment benefits expire. Chart 12Labor Scarcity Prevalent In Low-Wage Sectors Don’t Sweat US Inflation…Just Yet Don’t Sweat US Inflation…Just Yet Chart 13School Closures Have Curbed Labor Supply Don’t Sweat US Inflation…Just Yet Don’t Sweat US Inflation…Just Yet Second, lingering fears of the virus and ongoing school closures continue to depress labor force participation. Chart 13 shows that participation rates have recovered less for mothers with young children than for other demographic groups. This problem will also fade away by the fall when schools reopen. Third, the number of foreign workers coming to the US fell dramatically during the pandemic. State Department data show that visas dropped by 88% in the nine months between April and December of last year compared to the same period in 2019 (Chart 14). President Biden revoked President Trump’s visa ban in February, which should pave the way for renewed migration to the US. Chart 14US Migrant Worker Supply Is Depressed Don’t Sweat US Inflation…Just Yet Don’t Sweat US Inflation…Just Yet Chart 15The Pandemic Accelerated Early Retirement The Pandemic Accelerated Early Retirement The Pandemic Accelerated Early Retirement   Fourth, about 1.5 million more workers retired during the pandemic than one would have expected based on the pre-pandemic trend (Chart 15). Most of these workers were near retirement age anyway. Thus, there will likely be a decline in new retirements over the next couple of years before the baby boomer exodus described earlier in this report resumes in earnest. Other Input Prices Set To Ease Just as labor shortages in a number of industries will ease later this year, some of the bottlenecks gripping the global supply chain should also diminish. The prices of various key inputs – ranging from lumber, steel, soybeans, corn, to DRAM prices – have rolled over (Chart 16). This suggests that producer price inflation for manufactured goods, which hit a multi-decade high of 13.5% in May – has peaked and is heading lower. Chart 16Input Prices Have Rolled Over Input Prices Have Rolled Over Input Prices Have Rolled Over The jump in prices largely reflected one-off pandemic effects. For example, rental car companies, desperate to raise cash at the start of the pandemic, liquidated part of their fleets. Now that the US economy is reopening, they have found themselves short of vehicles. With fewer rental vehicles hitting the used car market, households flush with cash, and new vehicle production constrained by the global semiconductor shortage, both new and used car prices have soared. Vehicle prices have essentially moved sideways since the mid-1990s (Chart 17). Thus, it is doubtful that the recent surge in prices represents a structural break. More likely, prices will come down as supply increases. According to a recent report from Goldman Sachs, auto production schedules already imply an almost complete return to January output levels in June. Chart 17Vehicle Prices Have Essentially Moved Sideways Since The Mid-1990s Vehicle Prices Have Essentially Moved Sideways Since The Mid-1990s Vehicle Prices Have Essentially Moved Sideways Since The Mid-1990s Chart 18Rebounding Pandemic-Affected Services Prices Are Pushing Up Overall CPI Don’t Sweat US Inflation…Just Yet Don’t Sweat US Inflation…Just Yet As Chart 18 shows, more than half of the increase in consumer prices in April and May can be explained by higher vehicle prices, along with a rebound in pandemic-affected service prices (airfares, hotels, and event admissions). Outside those sectors, the level of the CPI remains below its pre-pandemic trend (Chart 19). Chart 19Unwinding Of "Base Effects" Unwinding Of "Base Effects" Unwinding Of "Base Effects"   Chart 20"Supercore" Inflation Measures Remain Well Contained "Supercore" Inflation Measures Remain Well Contained "Supercore" Inflation Measures Remain Well Contained More refined measures of underlying inflation such as the trimmed-mean CPI, median CPI, and sticky price CPI are all running well below their official core CPI counterpart (Chart 20). While certain components of the CPI basket, such as residential rental payments, are likely to exhibit higher inflation in the months ahead, others such as vehicle and food prices will see lower inflation, and perhaps even outright deflation. Slower Chinese Credit Growth Should Temper Commodity Inflation Chart 21Chinese Credit Growth And Metal Prices Move Together Chinese Credit Growth And Metal Prices Move Together Chinese Credit Growth And Metal Prices Move Together Chinese credit growth and base metals prices are strongly correlated (Chart 21). We do not expect the Chinese authorities to embark on a new deleveraging campaign. Credit growth has already fallen back to 11%, which is close to the prior bottom reached in late-2018. Nevertheless, to the extent that changes in Chinese credit growth affect commodity prices with a lag of about six months, metals prices could struggle to maintain altitude over the summer months. China’s plan to release metal reserves into the market could further dampen prices. We remain short the global copper ETF (COPX) relative to the global energy ETF (IXC) in our trade recommendations. The trade is up 18.4% since we initiated on May 27, 2021. We will close this trade if it reaches our profit target of 30%. Bank Shares Are A Better Hedge Against Inflation Than TIPS We have been overweight TIPS in our view matrix. However, with 5-year/5-year forward breakevens trading near pre-pandemic levels, any near-term upside for inflation expectations is limited (Chart 22). As such, we are downgrading TIPS from overweight to neutral in our fixed-income recommendations. Investors looking to hedge inflation risk should consider bank shares. Our baseline view is that the 10-year Treasury yield will rise to about 1.9% by the end of the year. If inflation fails to come down as fast as we anticipate, bond yields would increase even more than that. Chart 23 shows that banks almost always outperform the S&P 500 when bond yields are rising. Chart 22Limited Near-Term Upside For Inflation Expectations Limited Near-Term Upside For Inflation Expectations Limited Near-Term Upside For Inflation Expectations Chart 23Bank Shares Thrive in A Rising Yield Environment Bank Shares Thrive in A Rising Yield Environment Bank Shares Thrive in A Rising Yield Environment   Banks are also cheap. US banks trade at 12.2-times forward earnings compared with 21.9-times for the S&P 500. Non-US banks trade at 10-times forward earnings compared to 16.4-times for the MSCI ACW ex-US index. Finally, we like gold as a long-term inflation hedge. We would go long gold in our structural trade recommendations if the price were to fall to $1700/ounce. Peter Berezin Chief Global Strategist pberezin@bcaresearch.com Global Investment Strategy View Matrix Don’t Sweat US Inflation…Just Yet Don’t Sweat US Inflation…Just Yet Special Trade Recommendations Don’t Sweat US Inflation…Just Yet Don’t Sweat US Inflation…Just Yet Current MacroQuant Model Scores Don’t Sweat US Inflation…Just Yet Don’t Sweat US Inflation…Just Yet

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

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

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 Domestic and foreign supply-side constraints are now exerting a significant effect on the US economy. Consumer prices may increase at a faster pace than we initially expected over the coming 3-4 months, but supply-side constraints are likely to wane later this year and thus do genuinely appear to be transitory. The idea that even a temporary period of high inflation could persist over the longer term has legitimate grounding in macro theory, and is explicitly recognized in the Fed’s inflation framework. But it would necessitate a very large increase in inflation expectations, which have yet to rise to abnormal levels. The baseline for inflation has shifted back closer to the Fed’s target, but deviations above or below target over the coming 12-18 months are likely to be driven by demand-side rather than supply-side factors. The Fed’s checklist for liftoff now entirely depends on employment, and there are compelling arguments in favor of outsized jobs growth in the second half of the year that would move forward the timing of the first rate hike. But the reality for investors is that there is tremendous uncertainty concerning the magnitude of these job gains, given the likelihood of some lasting changes to consumer behavior following the pandemic. Visibility about the employment consequences of these changes will remain very low until investors receive more information about likely urban office footprint and downtown commuter presence, the speed at which international travel will return, and to what degree any pandemic control measures remain in place in the second half of the year. For now, investors should remain cyclically overweight stocks versus bonds, short duration, and invested in other procyclical positions, with an eye to reassess the monetary policy and growth outlook in the late summer / early fall. Feature Chart I-1Investors Have Focused On The April Jobs And Inflation Data Investors Have Focused On The April Jobs And Inflation Data Investors Have Focused On The April Jobs And Inflation Data Investors’ attention in May was focused squarely on two, ostensibly contradictory US data surprises: an extremely disappointing April jobs report, and a surge in consumer prices (Chart I-1). Abstracting from the typically lagging nature of consumer prices, a weak labor market is typically disinflationary / deflationary, not inflationary. But this is only to be expected in a typical environment where demand-side factors are predominantly driving the jobs market and the pricing decisions of firms, and the April data has made it clear that domestic and foreign supply-side constraints are now exerting a significant effect on the US economy, more forcefully than we initially thought. This warrants a further analysis of our prior view that supply-side effects would have a moderate effect on activity and prices this year, which we present below. A Deep Dive Into April’s Employment And Inflation Data Chart I-2 shows the difference between the April monthly gain in US jobs by industry compared with those of March. Almost all US industries saw a slower pace of jobs gains in April than March, but the slowdown was particularly acute in the professional & business services, transportation & warehousing, education & health services, construction, and manufacturing industries. By contrast, leisure & hospitality, the industry with the largest employment gap relative to pre-pandemic levels, saw a faster pace of April job gains relative to March. Chart I-2Breaking Down Disappointing April Payroll Gains June 2021 June 2021 In our view, several facts from the April jobs report characterize the labor market as being in a transition towards a post-pandemic state, but also legitimately impacted by labor supply constraints at the low-skilled and blue-collar levels: Within professional & business services, almost all of the slowdown in monthly job gains occurred within temporary help services. Temp help services is a cyclical employment category over the longer-term, but over short periods of time it can also be negatively correlated with gains in full-time positions. April saw a large decline in the number of employed persons at work part time, suggesting that the slowdown in temp help may reflect a shift back to full-time work. Within transportation & warehousing, the slowdown in jobs was entirely attributed to the couriers and messengers subsector, which includes delivery services. In combination with the acceleration in jobs in the leisure & hospitality sector, this likely reflects a shift away from home food delivery towards in-person restaurant orders and the use of aggressive hiring tactics by restaurant owners (including advertisements of cash bonuses following 90 days of completed work, paid vacations, health insurance, and other perks). The slowdown in jobs growth in the construction & manufacturing industries is likely due to two, separate supply constraints: the negative impact of higher input costs such as lumber, semiconductors, and other raw materials, as well as the disincentivizing effects of supplementary unemployment benefits that appears to be limiting the willingness of lower-wage workers to return to work. Chart I-3April's Rise In Core CPI Was Extreme, Even After Removing Some Outliers April's Rise In Core CPI Was Extreme, Even After Removing Some Outliers April's Rise In Core CPI Was Extreme, Even After Removing Some Outliers On the inflation front, Chart I-3 highlights that the April surge in core consumer prices did not just occur because of year-over-year base effects, but because of significant month-over-month increases in prices. Outsized gains in used car prices driven by the impact of the semiconductor shortage on new car production, as well as surging airline fares, did significantly contribute to April’s month-over-month gain, but the dotted line in the chart highlights that the monthly change would still have been extreme relative to history even if these components had increased instead at a 2% annual rate. Taken together, the April employment and inflation data, in conjunction with surveys of US firms as well as the trend in commodity prices, suggest that the labor market and consumer prices are being affected by four separate but related factors: An underlying demand effect, driven by extremely stimulative fiscal & monetary policy as well as economic reopening; A domestic labor shortage Coordination failures and bottlenecks impacting the production of key supply chain components and resource inputs Coordination failures and bottlenecks impacting the logistics of international trade Strong domestic aggregate demand is not likely to wane over the coming 6-12 months, which has been the basis for our view that inflation would rise to modestly above-target levels this year. Given this new evidence of their prominence and impact, it does seem likely that the remaining three supply-side factors will persist for a few more months, suggesting that core inflation may remain quite elevated over the near term. But several points underscore why it remains difficult to accept a view that supply-side factors will remain an important driver of employment and consumer price trends on a 1-year time horizon. Chart I-4Home Schooling Is Impacting The Labor Market June 2021 June 2021 First, domestic labor shortages are occurring in the context of a gap of 8.2 million jobs relative to pre-pandemic levels, underscoring that substantial barriers to returning to work exist. The three most cited barriers are an unwillingness to return to employment for health reasons, an unwillingness to return to work because of supplementary unemployment insurance benefits that are in excess of regular income, and an inability to return to work due to childcare requirements. For example, Chart I-4 highlights that the labor force participation rate has declined the most for women with young children, whose children in many cases are being schooled online rather that in person. But all three of these factors are clearly linked to the pandemic, and are likely to be greatly reduced (or eliminated) in the fall once schools have reopened and income support has ended. Federal supplementary UI benefits are set to expire by labor day, and several US states have already opted out of the program – with benefits set to end in June or July.1 Second, global producers of important commodity inputs (such as lumber) significantly cut production last year under the expectation that the pandemic would greatly reduce spending, only to be whipsawed by a surge in demand stemming from a combination of working from home effects and a massive policy response. Chart I-5 highlights that US industrial production of wood products fell to -10% on a year-over-year basis last April, but that it has subsequently rebounded to a new high. Unlike other supply chain inputs, global semiconductor sales did not decline last April (in the face of enormous PC, tablet, and server/data center demand), but Chart I-6 highlights that DRAM prices, lumber prices, and prices of raw industrial goods may be peaking or have already peaked. Chart I-5Lumber Prices Are Soaring, In Part, Because Supply Was Cut Last Year Lumber Prices Are Soaring, In Part, Because Supply Was Cut Last Year Lumber Prices Are Soaring, In Part, Because Supply Was Cut Last Year Chart I-6Costs of Key Inputs May Be Peaking (Or Have Peaked) Costs of Key Inputs May Be Peaking (Or Have Peaked) Costs of Key Inputs May Be Peaking (Or Have Peaked) Chart I-7Logistical Issues, Which Will Be Resolved, Are Driving Shipping Costs Logistical Issues, Which Will Be Resolved, Are Driving Shipping Costs Logistical Issues, Which Will Be Resolved, Are Driving Shipping Costs Third, while some market participants have attributed the enormous rise in global shipping costs entirely to the underlying demand effect that we noted above, Chart I-7 highlights that this is clearly not the case. The chart shows that the surge in loaded inbound container trade to the Los Angeles and Long Beach ports, to its strongest level since the inception of the data in the mid 1990s, could potentially explain a 75-100% year-over-year rise in shipping costs – less than half of the 250% surge that has occurred over the past 12 months. This strongly points to logistical issues such as the incorrect positioning of cargo containers amid pandemic-related port congestion (and other disruptions such as the temporary grounding of the Ever Given in the Suez canal) as the dominant driver of global shipping costs, which have likely pushed up US non-oil import prices by more than what would normally be implied by the decline in the US dollar (Chart I-8). Global shipping costs have yet to peak, but we expect that these logistical problems will likely be resolved sometime in Q3, or potentially over the summer. This view is underpinned by the fact that the number of global container ships arriving on time rose in March, the first month-over-month increase since June of last year.2 Chart I-8Rising Transport Costs Have Pushed Up US Import Prices Rising Transport Costs Have Pushed Up US Import Prices Rising Transport Costs Have Pushed Up US Import Prices For investors, the key conclusion of this review is that while consumer prices may increase at a faster pace than we initially expected over the coming 3-4 months, supply-side factors are clearly driving outsized gains, and have likely or definite end points before the end of the year. As such, despite the surprising magnitude of these supply-side factors, they do genuinely appear to be transitory. The “Transitory” Debate Most investors would agree that 3-4 months of outsized consumer price increases would not be, in and of themselves, economically significant or investment relevant. But the question of whether even a temporary period of high inflation could persist over a 12-month or multi-year time horizon has become prominent in the marketplace, with some investors believing that it has high odds of fueling an already-established, demand-side narrative supporting higher prices in a way that becomes self-reinforcing among consumers and firms. Indeed, this view has a legitimate grounding in macro theory, and is explicitly recognized in the Fed’s inflation framework – which is called the expectations-augmented or Modern-Day Phillips Curve (“MDPC”). In anticipation of the coming debate about inflation and its causes, we thoroughly reviewed the MDPC in our January report.3 One crucial takeaway from the MDPC framework is that economic activity relative to its potential determines the degree to which inflation deviates from expectations of inflation, not the Fed’s inflation target. If, for example, inflation expectations are meaningfully below target, then the Fed would need to aim for an unemployment rate below its natural rate for some period of time in an attempt to re-anchor expectations closer to its target rate (based on the view that inflation expectations adapt to the actual inflation experience). This is essentially what occurred in the latter half of the last economic expansion, and is what motivated the Fed’s shift to its average inflation targeting regime. The Modern-Day Phillips Curve is “modern” because of the experience of inflation in the late 1960s and 1970s, where ever-rising expectations for inflation (alongside extremely easy monetary policy) became self-reinforcing and caused core PCE inflation to rise to high single-digit territory in the second half of the decade. Thus, the notion that elevated consumer prices over the short-term could increase actual inflation over the longer term via higher expectations – meaning that it would not be transitory – is plausible. Chart I-9The Fed's New Index Of Common Inflation Expectations (CIE) The Fed's New Index Of Common Inflation Expectations (CIE) The Fed's New Index Of Common Inflation Expectations (CIE) Is it likely? In our view, while the odds have increased somewhat over the past month, the answer is no. Chart I-9 presents the Fed’s quarterly index of common inflation expectations (CIE), alongside a model designed to track movements in the index on a monthly frequency. While the Fed’s index includes over 21 inflation expectation indicators, our condensed model uses just six: the 10-year annualized rate of change in headline inflation, the 10-year annualized rate of change in the headline PCE deflator, 5-year/5-year forward and 10-year/10-year forward TIPS breakeven inflation rates, the 3-month moving average of long-term surveyed consumer expectations for inflation, and a proprietary measure of inflation expectations based on an adaptive expectations framework. Chart I-10 highlights that among these six series (shown standardized since mid 2004), three of them have risen quite significantly over the past year: long-dated TIPS breakeven inflation rates (5-5 and 10-10), and long-term consumer expectations for inflation. In our view, the latter series from the University of Michigan is one of the most important for investors to monitor over the coming year, as it is one of the few available measures of “main-street” inflation expectations with a long history. Chart I-10Important Drivers Of The CIE Index Have Risen, But From A Low Base Important Drivers Of The CIE Index Have Risen, But From A Low Base Important Drivers Of The CIE Index Have Risen, But From A Low Base Chart I-11A Deeply Negative Output Gap Last Cycle Made Inflation Expectations Vulnerable To Shocks A Deeply Negative Output Gap Last Cycle Made Inflation Expectations Vulnerable To Shocks A Deeply Negative Output Gap Last Cycle Made Inflation Expectations Vulnerable To Shocks But while the series in the top panel of Chart I-10 have risen sharply, they are rising from an extremely low base and are currently only fractionally above their average since 2004. As noted in our January report, inflation expectations fell significantly in 2014 first because they were highly vulnerable to shocks following a long period of a deeply negative output gap (Chart I-11), and second because they were catalyzed by a substantial US dollar / oil price shock that occurred in that year. We noted above that the odds of extreme near-term price changes ultimately becoming non-transitory have risen somewhat, and Chart I-12 highlights why. The chart presents the annual change in long-term consumer expectations of inflation alongside the annual change in 2-year government bond yields, and notes that the past three cases of a similar-sized spike in expectations were all ultimately met with either a significant rise in short-term interest rates or a major deflationary shock – neither of which we expect to occur over the coming year. Chart I-12Other Consumer Price Expectation Spikes Have Been Met By Rising Rates Or A Deflationary Shock Other Consumer Price Expectation Spikes Have Been Met By Rising Rates Or A Deflationary Shock Other Consumer Price Expectation Spikes Have Been Met By Rising Rates Or A Deflationary Shock However, the fact that the rise in expectations clearly has a mean-reversion component to it, and that the supply-side factors driving month-over-month price increases are temporary in nature, argues against the idea that expectations will rise above the average that prevailed from 2002 – 2014. This suggests that while the baseline for inflation has moved back closer to the Fed’s target, deviations above or below target are likely to be driven by demand-side rather than supply-side factors. The Fed’s Checklist: Focus On Employment Table I-1The Fed’s Checklist For Liftoff June 2021 June 2021 From an investment perspective, the outlook for inflation is important mostly because of its implications for Fed policy, and thus interest rates and equity valuation multiples. My colleague Ryan Swift, BCA’s US Bond Strategist, has presented the Fed’s checklist for liftoff in Table I-1. The Fed has been explicit that they will not raise interest rates until all three boxes are checked, regardless of what is occurring to inflation expectations or actual inflation. The first box in the list is essentially checked, as tomorrow’s April Personal Income and Outlays report will very likely confirm that the core PCE deflator rose in excess of 2% (the headline PCE deflator was already in excess of this in March). And the third criterion is essentially a derivative of the other two, barring the emergence of a significant deflationary shock at the time that the Fed would otherwise begin to raise rates. This means that investors should be entirely focused on labor market developments, and whether they are consistent with the Fed’s assessment of maximum employment. Table I-2 highlights the average monthly nonfarm payroll growth that will be required for the unemployment rate to reach 3.5-4.5%, the range of the Fed’s NAIRU estimates. The table underscores that large gains will be required for the Fed’s maximum employment criteria to be met by the end of this year or year-end 2022, on the order of 410-830k per month. Table I-2Calculating The Distance To Maximum Employment June 2021 June 2021 But the nature of the pandemic and the factors that drove what is still an 8.2 million jobs gap underscore the extreme difficulty in forecasting what monthly job gains are likely to occur on average over the coming 12-18 months. From March to August of last year, monthly changes in nonfarm payrolls exceeded +/-1 million per month, with 20.7 million jobs lost in the month of April 2020 alone. Payroll gains averaged 3.8 million per month in the two months that followed, and if that pace were to be repeated this fall as schools reopen and supplementary unemployment benefits draw to a close in all states it would close 93% of the outstanding jobs gap. This implies that monthly job growth will follow a bimodal distribution over the coming year, with large gains in Q3/Q4 followed by a much more normal pace of jobs growth in Q1/Q2 2022. In our view, the outlook for Fed policy depends significantly on the magnitude of those outsized gains in employment this fall, and there are three main arguments favoring a larger pace of monthly job growth during this period. First, Table I-3 highlights that the jobs gap is most prominent in the leisure & hospitality, government, education & health services, and professional & business services industries, and several observations suggest that Q3/Q4 job gains in these sectors may be sizeable: Table I-3Breaking Down The Pandemic Employment Gap By Industry June 2021 June 2021 70% of the government employment gap shown in Table I-3 can be attributed to education, as government employment also includes education employment at the state and local government level. Many of these jobs, along with those in the education & health services industry, are likely to recover in the fall as schools reopen across the country. As noted in our discussion of the April jobs data, the professional & business services industry includes the “administrative & support services” sector, which accounts for 85% of the overall job gap for the industry. These jobs have likely been impacted heavily by reduced office presence as well as business travel, and may recover further in the fall as many employees shift partially or fully away from working from home. Chart I-13Leisure & Hospitality Employment Is Closely Tracking Hotel Occupancy Leisure & Hospitality Employment Is Closely Tracking Hotel Occupancy Leisure & Hospitality Employment Is Closely Tracking Hotel Occupancy Chart I-13 highlights that the year-over-year growth rates of leisure & hospitality employment and the US hotel occupancy rate are tracking each other quite closely, and that the latter is in a solid uptrend.4 While international travel is likely to remain muted this summer, the rebound in hotel occupancy suggests that Americans are choosing to travel domestically this year and that further gains in occupancy may occur over the coming months. Chart I-14 highlights the second argument in favor of a larger pace of monthly job growth in the second half of the year. The chart shows the clear relationship between reopening and the employment gap, with states that have fully reopened having substantially smaller gaps than states that have not. It is true that some states that have fully reopened are still experiencing a sizeable gap, but this is at least in part due to leisure & hospitality employment that is dependent on the travel patterns of consumers. For example, Nevada still has a 10% employment gap despite having fully reopened, clearly reflecting the impact of reduced tourism to Las Vegas. Thus, as all states move towards being fully reopened later this year, including large states such as New York and California, Chart I-14 suggests that the US jobs gap is likely to narrow significantly. Chart I-14US States That Have Reopened Have A Smaller Employment Gap June 2021 June 2021 Chart I-15Real Output Per Worker Is Not Likely To Rise Further Real Output Per Worker Is Not Likely To Rise Further Real Output Per Worker Is Not Likely To Rise Further Finally, Chart I-15 highlights that the 2020 recession is the only one in which real output per person rose sharply during the recession. It is true that productivity tends to rise over time and that it usually increases in the early phase of an economic recovery, but the rise in real output per worker last year clearly reflects the massive decline in employment and services spending that resulted from pandemic-related control measures and lockdowns. Our sense is that this sharp rise in real output per worker is not likely to be sustained following full reopening and the elimination of barriers to employment, and if real output per worker were to even modestly converge to its prior trend (the dotted line in Chart I-15) it would more than fully close the jobs gap shown in Table I-3 by the end of the year based on consensus growth forecasts for this year. Investment Conclusions Despite compelling arguments for outsized jobs growth in the second half of the year, the bottom line for investors is that there is tremendous uncertainty concerning its magnitude. It seems likely that there will be some lasting changes to consumer behavior following the pandemic, and visibility about the employment consequences of these changes will remain very low until investors receive more information about the likely urban office footprint and downtown commuter presence, the speed at which international travel will return, and the degree to which any pandemic control measures remain in place in the second half of the year. Given the Fed’s criteria for liftoff, developments that imply a pace of jobs recovery that is in line with or slower than the Fed’s unemployment rate projections will ensure that the monetary policy regime will remain supportive of risky asset prices over the coming year. If the employment gap closes rapidly in Q3/Q4, then investor expectations for the timing of the first rate hike will move sharply closer, which could act as a negative inflection point for stock prices. This is now more probable than it was a month ago, as Chart I-16 highlights that the OIS curve has shifted towards expectations of an initial rate hike at the end of next year or early 2023, from mid 2022 previously. Chart I-16Market Rate Hike Expectations Have Shifted Back To Late 2022 / Early 2023 Market Rate Hike Expectations Have Shifted Back To Late 2022 / Early 2023 Market Rate Hike Expectations Have Shifted Back To Late 2022 / Early 2023 Still, abstracting from knee-jerk market reactions, it is the pace of hikes and investor expectations for the terminal Fed funds rate that are the more important fundamental drivers of 10-year Treasury yields, and investors would need to see a very large revision to the latter in order for yields to rise to a point that would restrict economic activity or threaten equity market multiples. Such a revision is highly unlikely over the summer unless incoming evidence strongly suggests that the employment gap will be closed by the end of the year. As highlighted above, this may indeed occur later in the year, but probably not over the coming 3 months. For now, investors should remain cyclically overweight stocks versus bonds, short duration, and invested in other procyclical positions, with an eye to reassess the monetary policy and growth outlook in the late summer / early fall. Jonathan LaBerge, CFA Vice President The Bank Credit Analyst May 27, 2021 Next Report: June 24, 2021 II. Global House Prices: A New Threat For Policymakers House prices are rising rapidly across the developed markets, in response to the extraordinary monetary and fiscal policy stimulus implemented to fight the pandemic. Evidence points to the house price surge being driven by monetary policy that has left real interest rates far below equilibrium levels. Supply factors are a secondary cause of the house price boom. Financial stability risks stemming from rising house prices are less acute than the pre-2008 experience, as overall household leverage has grown more slowly during the pandemic and global banks are better capitalized. Rapidly rising house prices are forcing some central banks to turn less accommodative earlier than expected. The recent hawkish turns by the Bank of Canada and Reserve Bank of New Zealand may be canaries in the coal mine for other central banks – perhaps even the Fed – if house prices and household leverage start rising together. The COVID-19 pandemic led to the sharpest economic recession since World War II, alongside an enormous rise in unemployment. Consensus expectations call for the output gap to be closed (or mostly closed) in most advanced economies by the end of this year, but it remains an open question how quickly these economies will be able to return to full employment amid potentially permanent shifts in demand for office space and goods sold at physical, “brick and mortar” retail locations. Despite this sizeable and swift economic shock, house price appreciation accelerated last year in the developed world. Chart II-1 highlights that US house prices rose at an 18% annualized pace in the second half of 2020, whereas they accelerated at a high-single digit pace in developed markets ex-US (on a GDP-weighted basis). This, in conjunction with a sharp rise in the household sector credit-to-GDP ratio (Chart II-2), has unnerved some investors while raising questions about the implications for monetary policy. Chart II-1House Prices Are Surging Around The World House Prices Are Surging Around The World House Prices Are Surging Around The World Chart II-2Rising Fears About Deteriorating Household Balance Sheets Rising Fears About Deteriorating Household Balance Sheets Rising Fears About Deteriorating Household Balance Sheets Before we discuss the investment implications of the global housing boom, however, we must first accurately determine the reasons why it is happening. The Work-From-Home Effect: Less Than Meets The Eye When analyzing the surprising behavior of the housing market last year, the working-from-home effect brought upon by the pandemic emerges as an obvious factor potentially explaining house price gains. Last year, following recommended or mandatory stay-at-home orders from governments, most office-based businesses rapidly shifted to work-from-home arrangements as an emergency response. However, in the month or two following the beginning of stay-at-home orders, several national US surveys found many office workers preferred the flexibility afforded by work-from-home arrangements. Many employers, correspondingly, found that the productivity of their employees did not suffer while working from home, or that it even improved. Several prominent corporations in the US have subsequently made some work-from-home options permanent, or even allowed employees to work from offices in a different city than they did prior to the pandemic. Newfound work-from-home options have undoubtedly created new demand for housing, and thus explained the surge in house prices seen over the past year in the minds of some investors. However, in our view, evidence from the US, the UK, and France suggests that the work-from-home effect better explains differences in price gains across housing types and within large metropolitan areas, rather than aggregate or national-level changes in house prices. Chart II-3 provides some quantification of the impact of work-from-home policies by plotting US resident migration patterns by city. This data has been compiled by CBRE, and the impact of COVID is shown as the change in net move-ins from 2019 to 2020 per 1000 people. This helps control for the underlying migration pattern that existed in US cities prior to the pandemic. Chart II-3Work From Home Policies Have Impacted Migration Trends… June 2021 June 2021 The chart highlights that the negative migration impact from COVID has been mostly concentrated in New York City and the three most populous cities on the West Coast (by metro area): Los Angeles, San Francisco, and Seattle. And yet, Chart II-4 highlights that house price inflation in these four cities has accelerated to a double-digit pace, only modestly below the national average. Chart II-4...But Cities With Outward Migration Still Have Very Strong House Price Gains ...But Cities With Outward Migration Still Have Very Strong House Price Gains ...But Cities With Outward Migration Still Have Very Strong House Price Gains The house price indexes shown in Chart II-4 represent aggregate, metro area trends, and clearly some regions within these metro areas have experienced house price deceleration or outright deflation versus gains in areas outside the urban core. But Chart II-5 highlights that house prices have declined in Manhattan basically in line with the change in net move-ins as a share of the population, underscoring that double-digit metro area-wide house price gains appear to be vastly disproportionate to changes in net migration. Similarly, Chart II-6 highlights that rents decelerated in the US over the past year but remained in positive territory and grew at a 3.5% annualized rate from February to April. Chart II-5In Manhattan, House Prices Have Tracked Net Migration June 2021 June 2021 Chart II-6Rent Costs Have Decelerated, But Have Not Contracted Rent Costs Have Decelerated, But Have Not Contracted Rent Costs Have Decelerated, But Have Not Contracted Evidence from Paris and London also suggests that a work-from-home effect is insufficient to explain broad house price gains. Panel 1 of Chart II-7 highlights that house prices in France have accelerated significantly, but that apartment prices have decelerated only fractionally in lockstep. Panel 2 shows that the acceleration in house prices does reflect a work-from-home effect, as prices have risen faster in inner Parisian suburbs. Panel 3, however, highlights that Parisian apartment prices, the dominant property type in the urban core, have decelerated modestly. Chart II-8 highlights that house price gains have not even decelerated in greater London; they have been merely been modestly outstripped by gains in Outer South East (outside of the Outer Metropolitan Area). Chart II-7In France, Parisian Apartment Prices Are Simply Lagging, Not Falling In France, Parisian Apartment Prices Are Simply Lagging, Not Falling In France, Parisian Apartment Prices Are Simply Lagging, Not Falling Chart II-8In The UK, Greater London Property Prices Are Accelerating In The UK, Greater London Property Prices Are Accelerating In The UK, Greater London Property Prices Are Accelerating     The Policy Effect: The Fundamental Driver Of The Housing Market Despite the broader location flexibility that work-from-home policies now provide to potential homeowners, it seems inconceivable that the housing market would have responded in the manner that it has over the past year given the size of the economic shock brought on by the pandemic without significant support from policy. Above-the-line fiscal measures to the pandemic have totaled in the double-digits in advanced economies (Chart II-9), and monetary policy has contributed to easier financial conditions via rate cuts, asset purchases, and sizeable programs to support financial market liquidity. Chart II-9There Has Been A Massive Fiscal Policy Response To The Crisis June 2021 June 2021 In fact, Charts II-10-II-13 present compelling evidence that fiscal and monetary policy have been the core drivers of significant house price gains over the past year. Charts II-10 and II-11 plot the above-the-line fiscal response of advanced economies against the year-over-year growth rate in house prices as well as its acceleration (the change in the year-over-year growth rate). The charts show a clearly positive relationship, with a stronger link between the pandemic fiscal response and the acceleration in house prices. Chart II-10Differences In Last Year’s Fiscal Response… June 2021 June 2021 Chart II-11…Help Explain Differences In House Price Gains June 2021 June 2021 Chart II-12Pre-Pandemic Differences In The Monetary Policy Stance… June 2021 June 2021 Chart II-13…Do An Even Better Job Of Explaining 2020 House Price Gains June 2021 June 2021   Charts II-12 and II-13 highlight the even stronger link between house prices and the pre-pandemic monetary policy stance in advanced economies, defined as the difference between each country’s 2-year government bond yield and its Taylor Rule-implied policy interest rate as of Q4 2019. We construct each country’s Taylor Rule using the original specification, with core consumer price inflation, a 2% inflation target, and real potential GDP growth as the definition of the real equilibrium interest rate. The charts make it clear that easy monetary policy strongly explains house price gains in 2020, particularly the year-over-year percent change rather than its acceleration. This makes sense, given that monetary policy was already quite easy in many countries at the onset of the pandemic – meaning that changes were less pronounced than they would have been had interest rates been higher. The explanation that emerges from Charts II-10-II-13 is that historic fiscal easing, combined with an easy starting point for monetary policy – that became even easier last year – enabled demand from work-from-home policies to manifest during an extremely severe recession. We agree that work-from-home policies have shifted the geographic preferences of some home buyers and likely provided a new source of net demand from renters in urban cores purchasing homes in outlying areas. But we strongly doubt that the net effect of work-from-home policies in the midst of an extreme shock to economic activity would have caused the rise in house prices that we have observed, certainly not to this level, without major support from policy. This underscores that policy, and not the work-from-home effect, has and will likely remain the core driver of the global housing market. The Supply Effect: Mostly A Red Herring Chart II-14Countries Fall Into Two Groups In Terms Of The Relative Trend In Real Residential Investment Countries Fall Into Two Groups In Terms Of The Relative Trend In Real Residential Investment Countries Fall Into Two Groups In Terms Of The Relative Trend In Real Residential Investment One perennial question that emerges when analyzing the housing market, particularly in markets with outsized house price gains, is the impact of constrained supply. It is frequently argued that constrained supply is squeezing prices higher in many markets, and that the appropriate policy solution to extreme house price gains is to enable widespread housing construction – not to raise interest rates. We do not rule out the potential impact of constrained supply in certain cities or regional housing markets, and we have highlighted in previous research that a positive relationship does exist between population density in urban regions and median house price-to-income ratios.5 But as a broad explanation for supercharged house price gains, the supply argument appears to fall flat. Chart II-14 presents the most standardized measure of cross-country housing supply available for several advanced economies, the trend in real residential investment relative to real GDP over time. These series are all rebased to 100 as of 1997, prior to the 2002-2007 US housing market boom. The chart makes it clear that advanced economies generally fall into two groups based on this metric: those that have seen declines in real residential investment relative to GDP, especially after the global financial crisis (panel 1), and those that have experienced either an uptrend in housing construction relative to output or have seen a flat trend (panel 2). If scarce housing supply was the core driver of outsized house price gains, then we would expect to see stronger gains in the countries shown in panel 1 and smaller gains in the countries shown in panel 2. In fact, mostly the opposite is true: Charts II-15 and II-16 highlight that the relationship between the level of these indexes today relative to their 1997 or 2005 levels is positively related to the magnitude of house price gains last year, suggesting that housing market supply has generally been responding to demand over the past decade. The US and possibly New Zealand stand as possible exceptions to the trend, suggesting that relatively scarce supply may be boosting prices even further in these markets beyond what fiscal and monetary policy would suggest. Chart II-15Countries That Have Seen A Stronger Pace Of Residential Investment… June 2021 June 2021 Chart II-16…Have Experienced Stronger House Price Gains June 2021 June 2021   Chart II-17Is This Not Enough Supply, Or Too Much Demand? June 2021 June 2021 As a final point about the inclination of investors to gravitate towards supply-side arguments related to the housing market, Chart II-17 presents a simple thought experiment. The chart shows a simple housing supply-demand curve diagram, in a scenario where the demand curve for housing has shifted out more than the supply curve has (thus raising house prices). Is this a scenario in which supply is too tight? Or is it a case in which demand is too strong? In our view, the tight supply answer is reasonable in circumstances where the increase in demand is normal or otherwise sustainable. But Charts II-10-II-13 clearly showed that housing demand is being boosted by easy policy, which in the case of some countries has occurred for years: interest rates have remained well below levels that macroeconomic theory would traditionally consider to be in equilibrium, and this has occurred alongside significant household sector leveraging (Chart II-18). As such, in our view, investors should be more inclined to view the global housing market as generally being driven by demand-side rather than supply-side factors. This Is Not 2007/08 … Yet We highlighted in Chart II-2 above that the household sector debt-to-GDP ratio increased sharply last year, which has raised some questions about debt sustainability among investors. For the most part, the rise in this ratio actually reflects denominator effects (namely a sharp contraction in nominal GDP) rather than a huge surge in household debt. Chart II-19 shows BIS data for the annual growth in total household debt in developed economies was roughly stable last year, at least until Q3 (the most recent datapoint available from the BIS). Chart II-18Low Interest Rates Have Fueled Household Leveraging Low Interest Rtaes Have Fueled Household Leveraging Low Interest Rtaes Have Fueled Household Leveraging Chart II-19Total Credit Growth Has Been Stable, But Mortgage Credit Growth Is Accelerating Total Credit Growth Has Been Stable, But Mortgage Credit Growth Is Accelerating Total Credit Growth Has Been Stable, But Mortgage Credit Growth Is Accelerating Chart II-20US Mortgage Growth Is Picking Up, As Repayments Slow Consumer Credit Growth US Mortgage Growth Is Picking Up, As Repayments Slow Consumer Credit Growth US Mortgage Growth Is Picking Up, As Repayments Slow Consumer Credit Growth But Chart II-19 shows the recent trend in total household debt, which masks diverging mortgage and non-mortgage debt trends. In the US, euro area, Canada, and Sweden, household mortgage debt has accelerated to varying degrees, underscoring that households have likely paid down non-mortgage debt with some of the savings that they have accumulated from a significant reduction in spending on services. Chart II-20 shows this effect directly in the case of the US; mortgage debt growth accelerated by roughly 1.5 percentage points in the second half of the year, whereas consumer credit growth (made up of student loans, auto loans, credit cards, and other revolving credit) decelerated significantly. This aligns with data showing that US households have used some of their savings windfall to pay down their credit card balances. This changing mix within household debt - less higher-interest-rate consumer credit, more lower-interest-rate collateralized mortgage debt – could, on the margin, help mitigate financial stability risks from the housing boom by moderating overall debt service burdens. The starting point for the latter matters, though, in accurately assessing the risks from rising house prices and increased mortgage debt, particularly in countries where household debt levels are already high. According to data from the BIS, the US already has one of the lowest household debt service ratios (7.6%) among the developed economies (Chart II-21).6 This compares favorably to the double-digit debt service ratios in the “higher-risk” countries like Canada (12.6%), Sweden (12.1%) and Norway (16.2%). On top of that, US commercial banks have become far more prudent with mortgage loan underwriting standards since the 2008 financial crisis. The New York Fed’s Household Debt and Credit report shows that an increasing majority of mortgage lending made by US banks since the 2008 crisis has been to those with very high FICO credit scores (Chart II-22). This is in sharp contrast to the steady lending to “subprime” borrowers with poor credit scores that preceded the 2008 financial crisis. The median FICO score for new mortgage originations as of Q1 2021 was 788, compared to 707 in Q4 2006 at the peak of the mid-2000s US housing boom. Chart II-21Diverging Trends In Global Household Debt Servicing Costs Diverging Trends In Global Household Debt Servicing Costs Diverging Trends In Global Household Debt Servicing Costs Chart II-22US Banks Have Become More Prudent With Mortgage Lending US Banks Have Become More Prudent With Mortgage Lending US Banks Have Become More Prudent With Mortgage Lending   US bank balance sheets are also now less directly exposed to a fall in housing values. Residential loans now represent only 10% of the assets on US bank balance sheets, compared to 20% at the peak of the last housing bubble (Chart II-23). This puts the US in the “lower-risk” group of countries in Europe, the UK and Japan where mortgages are less than 20% of bank balance sheets. This compares favorably to the “higher risk” group of countries where residential loans are a far larger share of bank assets (Chart II-24), like Canada (32%), New Zealand (49%), Sweden (45%) and Australia (40%). Chart II-23Banks Have Limited Direct Exposure To Housing Here Banks Have Limited Direct Exposure To Housing Here Banks Have Limited Direct Exposure To Housing Here Chart II-24Banks Are Far More Exposed To Housing Here Banks Are Far More Exposed To Housing Here Banks Are Far More Exposed To Housing Here   Like nature, however, the financial ecosystem abhors a vacuum. “Non-bank” mortgage lenders have filled the void from traditional US banks reducing their lending to lower-quality borrowers, and they now represent around two-thirds of all US mortgage origination, a big leap from the 20% origination share in 2007. Non-bank lenders have also taken on growing shares of new mortgage origination in other countries like the UK, Canada and Australia. Chart II-25Global Banks Can Withstand A Housing Shock June 2021 June 2021 Non-bank lenders do not take deposits and typically fund themselves via shorter-term borrowings, which raises the potential for future instability if credit markets seize up. These lenders also, on average, service mortgages with a higher probability of default, so they are exposed to greater credit losses when house prices decline. However, the risk of a full-blown 2008-style commercial banking crisis, with individual depositors’ funds at risk from a bank failure, are reduced with a greater share of riskier mortgage lending conducted by non-bank entities. This is especially true with global commercial banks far better capitalized today, with double-digit Tier 1 capital ratios (Chart II-25), thanks to regulatory changes made after the Global Financial Crisis. Net-net, we conclude that the overall financial stability implications of the current surge in house prices in the developed economies are relatively modest on average. The acceleration in mortgage growth has occurred alongside reductions in non-mortgage growth, at a time when banks are better able to withstand a shock from any sustained future downturn in house prices. However, if house prices continue to accelerate and new homebuyers are forced to take on ever increasing amounts of mortgage debt, financial stability issues could intensify in some countries. Services spending will recover in a vaccinated post-COVID world, as economies reopen and consumer confidence improves, which will likely end the trend of falling non-residential consumer debt offsetting rising mortgage debt in countries like the US and Canada. Overall levels of household debt could begin to rise again relative to incomes, building up future financial stability risks when central banks begin to normalize pandemic-related monetary policies – a process that has already started in some countries because of the housing boom. The Monetary Policy Implications Of Surging House Prices Rapidly appreciating house prices are becoming an area of concern for policymakers in countries like Canada and New Zealand, where the affordability of housing is becoming a political, as well as an economic, issue. In the case of New Zealand, the government has actually altered the remit of the Reserve Bank of New Zealand (RBNZ) to more explicitly factor in the impact of monetary policy on housing costs. The Bank of Canada announced in April that it would taper its pace of government debt purchases and signaled that its decision was based, at least in small part, on signs of speculative behavior in Canada’s housing market. Macroprudential measures like limiting loan-to-value ratios of new mortgage loans are a policy option that governments in those countries have already implemented to try and cool off housing demand. Yet while such measures can help alleviate demand-supply mismatches in certain cities and regions, the efficacy of such measures in sustainably slowing the ascent of house prices on a national scale is unclear. In the April 2021 IMF Global Financial Stability Report, researchers estimated that, for a broad group of countries, the implementation of a new macro-prudential measure designed to cool loan demand reduced national household debt/GDP ratios by a mere one percentage point, on average, over a period encompassing four years.7 If macroprudential measures are that ineffective in sustainably reducing demand for mortgage loans, then the burden of slowing house price appreciation will have to fall on the more blunt instruments of monetary policy. Importantly, surging house price inflation is not likely to give a boost to realized inflation measures – an important issue given the current backdrop of rapidly rising realized inflation rates in many countries. Housing costs do represent a significant portion of consumer price indices in many developed countries, ranging from 19% in New Zealand to 33% in the US (Chart II-26), with the euro area being the outlier with housing having a mere 2% weighting in the headline inflation index. Chart II-26A Limited Impact On Actual Inflation From Housing June 2021 June 2021 Yet those so-called “housing” categories overwhelmingly measure only housing rental costs and not actual house prices. This is an important distinction because rents – which are often imputed measures like in the US and not even actual rental costs - are rising at a far slower pace than actual house prices in most countries, so the housing contribution to realized inflation is relatively modest. So the good news is that booming house prices will not worsen the acceleration of realized global inflation that has concerned investors and policymakers in 2021. Yet that does not mean that central bankers will not be forced to tighten policy to cool off red-hot housing demand that is clearly being fueled by persistently negative real interest rates. In Chart II-27 and Chart II-28, we show both nominal and real policy interest rates for the “lower risk” and “higher risk” country groupings that we described earlier. The real policy rates are nominal policy rates versus realized headline CPI inflation. The dotted lines in the charts represent the future path of rates discounted by markets. Specifically, the projection for nominal rates is taken from overnight index swap (OIS) forward curves, while the projection for real rates is calculated by subtracting the discounted path of inflation expectations extracted from CPI swap forwards. Chart II-27Markets Discounting Negative Real Rates For The Next Decade Markets Discounting Negative Real Rates For The Next Decade Markets Discounting Negative Real Rates For The Next Decade Chart II-28Negative Real Rates Are Unsustainable During A Housing Bubble Negative Real Rates Are Unsustainable During A Housing Bubble Negative Real Rates Are Unsustainable During A Housing Bubble   There are two key takeaways from these charts: Real policy interest rates are at or very close to the most deeply negative levels seen since the 2008 financial crisis. Markets are discounting that real rates will be at or below 0% for most of the next decade. Admittedly, there is room for debate over what the equilibrium level of real interest rates (a.k.a. “r-star”) should be in the coming years. However, we deem it a major stretch to believe that real rates need to be persistently low or negative for the next ten years to support even trend growth across the developed economies. In our view, the current boom in housing demand and mortgage borrowing provides clear evidence that negative real rates are below equilibrium and, thus, are stimulating credit demand. Thus, the only way for a central bank to cool off housing demand will be to raise both nominal and, more importantly, real interest rates. Canada and New Zealand will be the “canaries in the coal mine” among developed market central banks for such a move. According to the latest Bank of Canada Financial Stability Review, nearly 22% of Canadian mortgages are highly levered, with a loan-to-value ratio greater than 450%, a greater share of such mortgages than during the 2016/17 housing boom (Chart II-29). Canadian house prices have risen to such an extent that home prices in major cities like Toronto, Vancouver and Montreal are among the most expensive in North America.8  Stunningly, a recent Bloomberg Nanos opinion poll revealed that nearly 50% of Canadians would support Bank of Canada rate hikes to cool off the red-hot housing market (Chart II-30). The central bank will be unable to resist the pressure to use monetary policy to slam on the brakes of the housing market – investors should expect more tapering and, eventually, rate hikes from the Bank of Canada over at least the next couple of years. Chart II-29Canadians Are Leveraging Up To Buy Expensive Homes Canadians Are Leveraging Up To Buy Expensive Homes Canadians Are Leveraging Up To Buy Expensive Homes Chart II-3050% Of Canadians Want A Rate Hike To Cool Housing June 2021 June 2021   In New Zealand, worsening housing affordability has reached a point where a 20% down payment on the median national house price is equal to 223% of median disposable income (Chart II-31). This is forcing more first-time home buyers to take on levels of mortgage debt that the RBNZ deems highly risky (top panel). Like the Bank of Canada, the RBNZ will prove to be one of the most hawkish central banks in the developed world over the next couple of years as the central bank follows their newly-revised remit to try and cool off housing demand in New Zealand. Who is next? Housing values, measured by the ratio of median national house prices to median national household incomes, are rising in the US and UK but are still below the peaks of the mid-2000s housing bubble (Chart II-32). Meanwhile, housing is becoming more expensive across the euro area, but not in a consistent manner, with valuations in Germany and Spain having increased far more than in France or Italy. Housing valuations have actually improved in Australia over the past couple of years on a price-to-income basis. The most likely candidates for a housing-related hawkish turn are in Scandinavia, with housing valuations in Sweden and Norway closing in on Canada/New Zealand levels. Chart II-31New Zealand Housing Is Wildly Unaffordable New Zealand Housing Is Wildly Unaffordable New Zealand Housing Is Wildly Unaffordable Chart II-32Global House Price/Income Ratios Are Trending Higher Global House Price/Income Ratios Are Trending Higher Global House Price/Income Ratios Are Trending Higher   Investment Conclusions The current acceleration in global house prices is an inevitable outcome of the extraordinary monetary and fiscal easing implemented during the pandemic. Higher realized inflation is pushing real rates deeper into negative territory in many countries, fueling the demand for housing. Central banks in countries with more stretched housing valuations will be forced to turn more hawkish sooner than expected, leading to tapering and, eventually, rate hikes to cool housing demand. This has negative implications for government bond markets in countries where housing is more expensive and real yields remain too low, like Canada, New Zealand and Sweden (Chart II-33). Investors should limit exposure to government bonds in those markets over the next 6-12 months. Chart II-33Negative Real Yields & Expensive Housing Valuations – An Unsustainable Mix June 2021 June 2021 Bond markets in countries where house prices are not rising rapidly enough to force policymakers to turn more hawkish more quickly – like core Europe, Australia and even Japan - are likely to be relative outperformers. The US and UK are “cuspy” bond markets, as housing valuations are becoming more expensive in those two countries but the Fed and Bank of England are not facing the same domestic political pressure to use monetary policy tools to fight the growing unaffordability of housing. That could change, though, if overall household leverage begins to rise alongside house price inflation as the US and UK economies emerge from the pandemic. Current pricing in OIS curves shows that markets expect the RBNZ and Bank of Canada to begin hiking rates in May 2022 and September 2022, respectively (Table II-1). This is well ahead of expectations for “liftoff” from other developed markets central banks, including the Fed in April 2023. The cumulative amount of rate hikes following liftoff to the end of 2024 is highest in Canada, New Zealand, the US and Australia. Those are also countries with currencies that are trading at or above the purchasing power parity levels derived from our currency strategists’ valuation models. This highlights the difficult choice that central bankers facing housing bubbles must confront, as the rate hikes that will help cool off housing demand will lead to currency appreciation that could impact other parts of their economies like exports and manufacturing. Table II-1Hawkish Central Banks Must Live With Currency Strength June 2021 June 2021 Tracking the second-round economic consequences of eventual monetary policy actions to control excessive house price inflation, particularly in “higher risk” countries, is likely to be the subject of future Bank Credit Analyst / Global Fixed Income Strategy reports. Jonathan LaBerge, CFA Vice President The Bank Credit Analyst Robert Robis, CFA Chief Fixed Income Strategist III. Indicators And Reference Charts BCA’s equity indicators highlight that the “easy” money from expectations of an eventual end to the pandemic have already been made. Our technical, valuation, and sentiment indicators are very extended, highlighting that investors should expect positive but more modest returns from stocks over the coming 6-12 months. Our monetary indicator has aggressively retreated from its high last year, reflecting a meaningful recovery in government bond yields since last August. The indicator remains above the boom/bust line, however, highlighting that monetary policy remains supportive for risky asset prices. Forward equity earnings already price in a complete earnings recovery, but for now there is no meaningful sign of waning forward earnings momentum. Net revisions remain positive, and positive earnings surprises have risen to their strongest levels on record. Within a global equity portfolio, there has been a modest tick up in global ex-US equity performance, led by European stocks. EM stocks had previously dragged down global ex-US performance, and they continue to languish. Japanese stocks have cratered in relative terms since the beginning of the year, seemingly driven by service sector underperformance resulting from a surge in COVID-19 cases since the beginning of March. While Japanese equity performance may stage a reversal over the coming 3 months as cases counts decline and progress continues on the vaccination front, we expect global ex-US performance to continue to be led by European stocks. The US 10-Year Treasury yield has traded sideways since mid-March, after having risen to levels that were extremely technically stretched. Despite this pause, our valuation index highlights that bonds are still expensive, and that yields could move higher over the cyclical investment horizon if employment growth in Q3/Q4 implies a faster return to maximum employment than currently projected by the Fed. We expect the rise to be more modest than our valuation index would imply, but we would still recommend a short duration stance within a fixed-income portfolio. Commodity prices, particularly copper, lumber, and agricultural commodities, have screamed higher over the past several months. This reflects bullish cyclical conditions, but also pandemic-induced supply shortages that are likely to wane later this year. Commodity prices are extremely technically stretched and sentiment is very bullish for most commodities, suggesting that a breather in commodity prices is likely at some point over the coming several months. US and global LEIs remain in a solid uptrend, and global manufacturing PMIs are strong. Our global LEI diffusion index has declined significantly, but this likely reflects the outsized impact of a few emerging market countries (whose vaccination progress is lagging). Strong leading and coincident indicators underscore that the global demand for goods is robust, and that output is below pre-pandemic levels in most economies because of very weak services spending. The latter will recover significantly later this year, as social distancing and other pandemic control measures disappear. EQUITIES: Chart III-1US Equity Indicators US Equity Indicators US Equity Indicators Chart III-2Willingness To Pay For Risk Willingness To Pay For Risk Willingness To Pay For Risk Chart III-3US Equity Sentiment Indicators US Equity Sentiment Indicators US Equity Sentiment Indicators   Chart III-4Revealed Preference Indicator Revealed Preference Indicator Revealed Preference Indicator Chart III-5US Stock Market Valuation US Stock Market Valuation US Stock Market Valuation Chart III-6US Earnings US Earnings US Earnings Chart III-7Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Chart III-8Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance   FIXED INCOME: Chart III-9US Treasurys And Valuations US Treasurys And Valuations US Treasurys And Valuations Chart III-10Yield Curve Slopes Yield Curve Slopes Yield Curve Slopes Chart III-11Selected US Bond Yields Selected US Bond Yields Selected US Bond Yields Chart III-1210-Year Treasury Yield Components 10-Year Treasury Yield Components 10-Year Treasury Yield Components Chart III-13US Corporate Bonds And Health Monitor US Corporate Bonds And Health Monitor US Corporate Bonds And Health Monitor Chart III-14Global Bonds: Developed Markets Global Bonds: Developed Markets Global Bonds: Developed Markets Chart III-15Global Bonds: Emerging Markets Global Bonds: Emerging Markets Global Bonds: Emerging Markets   CURRENCIES: Chart III-16US Dollar And PPP US Dollar And PPP US Dollar And PPP Chart III-17US Dollar And Indicator US Dollar And Indicator US Dollar And Indicator Chart III-18US Dollar Fundamentals US Dollar Fundamentals US Dollar Fundamentals Chart III-19Japanese Yen Technicals Japanese Yen Technicals Japanese Yen Technicals Chart III-20Euro Technicals Euro Technicals Euro Technicals Chart III-21Euro/Yen Technicals Euro/Yen Technicals Euro/Yen Technicals Chart III-22Euro/Pound Technicals Euro/Pound Technicals Euro/Pound Technicals   COMMODITIES: Chart III-23Broad Commodity Indicators Broad Commodity Indicators Broad Commodity Indicators Chart III-24Commodity Prices Commodity Prices Commodity Prices Chart III-25Commodity Prices Commodity Prices Commodity Prices Chart III-26Commodity Sentiment Commodity Sentiment Commodity Sentiment Chart III-27Speculative Positioning Speculative Positioning Speculative Positioning   ECONOMY: Chart III-28US And Global Macro Backdrop US And Global Macro Backdrop US And Global Macro Backdrop Chart III-29US Macro Snapshot US Macro Snapshot US Macro Snapshot Chart III-30US Growth Outlook US Growth Outlook US Growth Outlook Chart III-31US Cyclical Spending US Cyclical Spending US Cyclical Spending Chart III-32US Labor Market US Labor Market US Labor Market Chart III-33US Consumption US Consumption US Consumption Chart III-34US Housing US Housing US Housing Chart III-35US Debt And Deleveraging US Debt And Deleveraging US Debt And Deleveraging   Chart III-36US Financial Conditions US Financial Conditions US Financial Conditions Chart III-37Global Economic Snapshot: Europe Global Economic Snapshot: Europe Global Economic Snapshot: Europe Chart III-38Global Economic Snapshot: China Global Economic Snapshot: China Global Economic Snapshot: China   Jonathan LaBerge, CFA Vice President The Bank Credit Analyst Footnotes 1 The New York Times “Texas, Indiana and Oklahoma join states cutting off pandemic unemployment benefits,” May 18, 2021. 2 The Wall Street Journal, “Shipments Delayed: Ocean Carrier Shipping Times Surge in Supply-Chain Crunch,” May 18, 2021 3 Please see The Bank Credit Analyst "The Modern-Day Phillips Curve, Future Inflation, And What To Do About It," dated December 18, 2020, available at bca.bcaresearch.com 4 To eliminate the pandemic base effect for both series, we adjust the year-over-year growth rates in March and April of this year by comparing them to March and April 2019. 5 Please see Global Investment Strategy "Canada: A (Probably) Happy Moment In An Otherwise Sad Story," dated July 14, 2017, available at gis.bcaresearch.com 6 Importantly, the BIS debt service ratios include the payment of both principal and interest, thus making it a true measure of debt service costs that includes repayment of borrowed funds – a critical issue in countries with high loan-to-value ratios for home mortgages. 7 Please see page 46 of Chapter 2 of the April 2021 IMF Global Financial Stability Report, which can be found here: https://www.imf.org/en/Publications/GFSR/Issues/2021/04/06/global-finan… 8 “Vancouver, Toronto and Hamilton are the least affordable cities in North America: report”, CBC News, May 20, 2021

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