Disasters/Disease

Highlights Global oil demand will remain betwixt and between recovery and relapse through 3Q21, as stronger DM consumer spending and increasing mobility wrestles with persistent concerns over COVID-19-induced lockdowns in Latin America and Asia. These concerns will be allayed as vaccines become more widely distributed, and fears of renewed lockdowns – and their associated demand destruction – recede.  Going by US experience – which can be tracked on a weekly basis – as consumer spending rises in the wake of relaxed restrictions on once-routine social interactions, fuel demand will follow suit (Chart of the Week). OPEC 2.0 likely will agree to return ~ 400k b/d monthly to the market over the course of the next year and a hal. For 2021, we raised our average forecast to $70/bbl, and our 2H21 expectation to $74/bbl. For 2022 and 2023, we expect Brent to average $75 and $78/bbl. These estimates are highly sensitive to demand expectations, particularly re containment of COVID-19. Feature For every bit of good news related to the economic recovery from the COVID-19 pandemic, there is a cautionary note. Most prominently, reports of increasing demand for refined oil products like diesel fuel and gasoline in re-opening DM economies are almost immediately offset by fresh news of renewed lockdowns, re-infections in highly vaccinated populations, and fears a new mutant strain of the coronavirus will emerge (Chart 2).1 In this latter grouping, EM economies feature prominently, although Australia this week extended its lockdown following a flare-up in COVID-19 cases. Chart of the WeekUS Product Demand Revives As Economy Reopens US Product Demand Revives As Economy Reopens US Product Demand Revives As Economy Reopens Chart 2COVID-19 Infection And Death Rates Keep Markets On Edge Demand Dictates Oil Price Expectations Demand Dictates Oil Price Expectations Our expectation on the demand side is unchanged from last month – 2021 oil demand will grow ~ 5.4mm b/d vs. 2020 levels, while 2022 and 2023 consumption will grow 4.1 and 1.6mm b/d, respectively (Chart 3). These estimates reflect the slowing of global GDP growth over the 2021-23 interval, which can be seen in the IMF's and World Bank's GDP estimates, which we use to drive our demand forecasts.2 Weekly data from the US seen in the Chart of the Week provide a hint of what can be expected as DM and EM economies re-open in the wake of relaxed restrictions on once-routine social interactions. Demand for refined products – e.g., gasoline, diesel fuel and jet fuel – will recover, but at uneven rates over the next 2-3 years. The US EIA notes the recovery in diesel demand, which is included in "Distillates" in the chart above, has been faster and stronger than that of gasoline and jet fuel. This is largely because it reflects the lesser damage done to freight movement and activities like mining and manufacturing. The EIA expects 4Q21 US distillate demand to come in 100k b/d above 4Q19 levels at 4.2mm b/d, and to hit an all-time record of 4.3mm b/d next year. US gasoline demand is not expected to surpass 2019 levels this year or next, in the EIA's forecast. This is partly due to improved fuel efficiencies in automobiles – vehicle-miles travelled are expected to rise to ~ 9mm miles/day in the US, which will be slightly higher than 2019's level. Jet fuel demand in the US is expected to return to 2019 levels next year, coming in at 1.7mm b/d. Chart 3Global Oil Demand Forecast Remains Steady Global Oil Demand Forecast Remains Steady Global Oil Demand Forecast Remains Steady Quantifying Demand Risks We use the recent uptick in COVID-19 cases as the backdrop for modelling demand-destruction scenarios in this month’s oil balances (Chart 2). We consider different scenarios of potential demand destruction caused by the resurgence in the pandemic (Table 1). Last year, demand fell by 9% on average, which we take to be the extreme down move over an entire year. In our simulations, we do not expect demand to fall as drastically this time. Table 1Demand-Destruction Scenario Outcomes Demand Dictates Oil Price Expectations Demand Dictates Oil Price Expectations We modelled two scenarios – a 5% drop in demand (our low-demand-destruction scenario) and an 8% drop in demand (our high-demand-destruction scenario). A demand drop of a maximum of 2% made nearly no difference to prices, and so, we did not include it in our analysis. In both cases, demand starts to fall by September and reaches its lowest point in October 2021. We adjusted changes to demand in the same proportion as changes in demand in 2020, before making estimates converge to our base-case by end-2022. The estimates of price series are noticeably distinct during the period of the simulation (Chart 4). Starting in 2023, the low-demand-destruction prices and base-case prices nearly converge, as do their inventory levels. Prices and inventory levels in the high-demand-destruction case remain lower than the base-case during the rest of the forecast sample. OPEC 2.0 and world oil supply were kept constant in these scenarios. World oil supply is calculated as the sum of OPEC 2.0 and Non-OPEC 2.0 supply. Non-OPEC 2.0 can be broken down into the US, and Non-OPEC 2.0, Ex-US countries. Examples of these suppliers are the UK, Canada, China, and Brazil. OPEC 2.0 can be broken down into Core-OPEC 2.0 and the cohort we call "The Other Guys," which cannot increase production. Core-OPEC 2.0 includes suppliers we believe have excess spare capacity and can inexpensively increase supply quickly. Chart 4Brent Forecasts Rise As Global Economy Recovers COVID-19 Demand Destruction Scenarios Brent Forecasts Rise As Global Economy Recovers COVID-19 Demand Destruction Scenarios Brent Forecasts Rise As Global Economy Recovers COVID-19 Demand Destruction Scenarios OPEC 2.0 Remains In Control We continue to expect the OPEC 2.0 producer coalition led by the Kingdom of Saudi Arabia (KSA) and Russia to maintain its so-far-successful production policy, which has kept the level of supply below demand through most of the COVID-19 pandemic (Chart 5). This allowed OECD inventories to fall below their pre-COVID range, despite a 9% loss of global demand last year (Chart 6). We expect this discipline to continue and for OPEC 2.0 to continue restoring its market share (Table 2). Chart 5OPEC 2.0 Production Policy Kept Supply Below Demand OPEC 2.0 Production Policy Kept Supply Below Demand OPEC 2.0 Production Policy Kept Supply Below Demand Chart 6...And Drove OECD Inventories Down ...And Drove OECD Inventories Down ...And Drove OECD Inventories Down Table 2BCA Global Oil Supply - Demand Balances (MMb/d, Base Case Balances) Demand Dictates Oil Price Expectations Demand Dictates Oil Price Expectations Our expectation last week the KSA-UAE production-baseline impasse will be short-lived remains intact. We expect supply to be increased after this month at a rate of 400k b/d a month into 2022, per the deal most members of the coalition signed on to prior to the disagreement between the longtime GCC allies. This would, as the IEA notes, largely restore OPEC 2.0's spare capacity accumulated via production cutbacks during the pandemic of ~ 6-7mm b/d by the end of 2022 (Chart 7). It should be remembered that most of OPEC 2.0's spare capacity is held by Gulf Cooperation Council (GCC) states, which includes the UAE. The UAE's official baseline production number (i.e., its October 2018 production level) likely will be increased to 3.65mm b/d from 3.2mm b/d, and its output in 2H21 and 2022 likely will be adjusted upwards. As one of the few OPEC 2.0 members that actually has invested in higher production and can increase output meaningfully, it would, like KSA, benefit from providing barrels out of this spare capacity.3 Chart 7OPEC 2.0 Spare Capacity Will Return Demand Dictates Oil Price Expectations Demand Dictates Oil Price Expectations As we noted last week, we do not think this impasse was a harbinger of a breakdown in OPEC 2.0's so-far-successful production-management strategy. In our view, this impasse was a preview of how negotiations among states with the capacity to raise production will agree to allocate supply in a market starved for capital in the future. This is particularly relevant as US shale producers continue to focus on providing competitive returns to their shareholders, which will limit supply growth to that which can be done profitably. We see the "price-taking cohort" – i.e., those producers outside OPEC 2.0 exemplified by the US shale-oil producers – remaining focused on maintaining competitive margins and shareholder priorities. This means maintaining and growing dividends, and returning capital to shareholders will have priority as the world transitions to a low-carbon business model (Chart 8).4 For 2021, we raised our average forecast to $70/bbl on the back of higher prices lifting the year-to-date average so far, and our 2H21 expectation to $74/bbl. For 2022 and 2023, we expect Brent to average $75 and $78/bbl (Chart 9). These estimates are highly sensitive to demand expectations, which, in turn, depend on the global success in containing and minimizing COVID-19 demand destruction, as we have shown above. Chart 8US Shale Producers Focus On Margins US Shale Producers Focus On Margins US Shale Producers Focus On Margins Chart 9Raising Our Forecast Slightly Raising Our Forecast Slightly Raising Our Forecast Slightly Investment Implications In our assessment of the risks to our views in last week's report, we noted one of the unintended consequences of the unplanned and uncoordinated rush to a so-called net-zero future will be an improvement in the competitive position of oil and gas. This is somewhat counterintuitive, but the logic goes like this: The accelerated phase-out of conventional hydrocarbon energy sources brought about policy, regulatory and legal imperatives already is reducing oil and gas capex allocations within the price-taking cohort exemplified by US shale-oil producers. This also will restrict capital flows to EM states with heavy resource endowments and little capital to develop them. Our strong-conviction call on oil, gas and base metals is premised on our view that renewables and their supporting grids cannot be developed and deployed quickly enough to make up for the energy that will be foregone as a result of these policies. Capex for the metals miners has been parsimonious, and brownfield projects continue to dominate. Greenfield projects can take more than a decade to develop, and there are few in the pipeline now as the world heads into its all-out renewables push. In a world where conventional energy production is being forced lower via legislation, regulation, shareholder and legal decisions, higher prices will ensue even if demand stays flat or falls: If supply is falling, market forces will lift oil and gas prices – and the equities of the firms producing them – higher. As for metals like copper and their producers, if supply is unable to keep up with demand, prices of the commodities and the equities of the firms producing them will be forced to go higher.5 This call underpins our long S&P GSCI and COMT ETF commodity recommendations, and our long MSCI Global Metals & Mining Producers ETF (PICK) recommendation. We will look for opportunities to get long oil and gas producer exposure via ETFs as well, given our view on oil and metals spans the next 5-10 years.   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 growth in large-scale solar capacity will exceed the increase in wind generation for the first time ever in 2021-22. The EIA forecasts 33 GW of solar PV capacity will be added to the US grid this year and next, with small-scale solar PV increasing ~ 5 GW/yr. The EIA expects wind generation to increase 23 GW in 2021-22. The EIA attributed the slow-down in wind development to the expiration of a $0.025/kWH production tax credit at the end of 2020. Taken together, solar and wind generation will account for 15% of total US electricity output by the end of 2022, according to the EIA. Nuclear power will account for slightly less than 20% of US generation in 2021-22, while hydro will fall to less than 7% owing to severe drought in the western US. At the other end of the generation spectrum, coal will account for ~ 24% of generation this year, as it takes back incremental market share from natural gas, and ~ 22% of generation in 2022. Base Metals: Bullish Iron ore prices continue to trade above $215/MT in China, even as demand is expected to slow in 2H21. Supply additions from Brazil, which ships higher quality 65% Fe ore, have been slower than expected, which is supporting prices (Chart 10). Separately, the Chinese government's auction of refined copper earlier this month cleared the market at $10,500/MT, or ~ $4.76/lb. Spot copper has been trading on either side of $4.30/lb this month, which indicates the Chinese market remains well bid. Precious Metals: Bullish The 13-year record jump in the US Consumer Price Index reported this week for the month of June is bullish for gold, as it produced weaker real rates and sparked demand for inflation hedges. Fed Chair Powell continued to stick to the view that the recent rise in inflation is transitory. The Fed’s dovish outlook will support gold prices and likely will lead to a weaker US dollar, as it reduces the possibility that US interest rates will rise soon. A falling USD will further bolster gold prices (Chart 11). Chart 10 BENCHMARK IRON ORE 62% FE, CFR CHINA (TSI)RECOVERING BENCHMARK IRON ORE 62% FE, CFR CHINA (TSI)RECOVERING Chart 11 Gold Prices Going Down Gold Prices Going Down     Footnotes 1     We highlighted this risk in last week's report, Assessing Risks To Our Commodity Views, which is available at ces.bcaresearch.com. Two events – in the Seychelles and Chile, where the majority of the populations were inoculated – highlight re-infection risk. Re-infections in Indonesia along with lockdowns following the spread of the so-called COVID-19 Delta variant also are drawing attention. Please see Euro 2020 final in UK stokes fears of spread of Delta variant, published by The Straits Times on July 11, 2021. The news service notes that in addition to the threats super-spreader sporting events in Europe present, "The rapid spread of the Delta variant across Asia, Africa and Latin America is exposing crucial vaccine supply shortages for some of the world's poorest and most vulnerable populations. Those two factors are also threatening the global economic recovery from the pandemic, Group of 20 finance ministers warned on Saturday." 2     Please see the recently published IMF World Economic Outlook Reports and the World Bank Global Economic Prospects. 3    If, as we suspect, KSA and the UAE are playing a long game – i.e., a 20-30-year game – this spare capacity will become more valuable as investment capex into oil production globally slows. Please see The $200 billion annual value of OPEC’s spare capacity to the global economy published by kapsarc.org on July 17, 2018. 4    Please see Bloomberg's interview with bp's CEO Bernard Looney at Banks Need ‘Radical Transparency,’ Citi Exec Says: Summit Update, which aired on July 13, 2021. In addition to focusing on margins and returns, the company – like its peers among the majors – also is aiming to reduce oil production by 20% by 2025 and 40% by 2030. 5    This turn of events is being dramatically played out in the coal markets, where the supply of metallurgical coals is falling as demand increases. Please see Coal Prices Hit Decade High Despite Efforts to Wean the World Off Carbon published by wsj.com on June 25, 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 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

Dear Client, We are sending you our Strategy Outlook today, where we outline our thoughts on the macro landscape and the direction of financial markets for the rest of 2021 and beyond. Next week, please join me for a webcast on Thursday, July 8 at 10:00 AM EDT (3:00 PM BST, 4:00 PM CEST, 10:00 PM HKT) where I will discuss the outlook. Best regards, Peter Berezin, Chief Global Strategist Highlights Macroeconomic Outlook: Global growth is peaking but will remain solidly above trend. While the proliferation of the Delta strain is likely to trigger another wave of Covid cases this summer, the economic impact will be far smaller than during past waves. Global Asset Allocation: The risk-reward profile for stocks has deteriorated since the start of the year. Nevertheless, with few signs that the global economy is heading towards another major downturn, investors should maintain a modest equity overweight on a 12-month horizon. Equities: Favor cyclicals, value-oriented, and non-US equities. Emerging markets should spring back to life in the autumn once vaccine supplies increase and Chinese fiscal policy turns more stimulative. Fixed Income: Maintain below average interest-rate duration exposure. The 10-year US Treasury yield will finish the year at 1.9%. Spread product will continue to outperform high quality government bonds. Currencies: The US dollar will resume its weakening trend as growth momentum rotates from the US to the rest of the world. EUR/USD will finish the year at 1.25. Commodities: Brent will rise to $79/bbl by end-2021, 9% above current market expectations. While the lagged effects from the slowdown in Chinese credit growth earlier this year will weigh on base metals during the summer months, the long-term outlook for metals is positive. Favor gold over cryptos as an inflation hedge. I. Macroeconomic Outlook Global Vaccination Campaign Kicks Into High Gear Nearly 18 months after the pandemic began, the global economy is on the mend. In its latest round of forecasts released on May 31st, the OECD projects that the global economy will expand by 5.8% this year, up from its March projection of 5.6%. The OECD also bumped up its growth forecast for 2022 from 4% to 4.4%. After a rough start, the vaccination campaign is progressing well in most advanced economies (Chart 1). The US and the UK were the first major developed economies to roll out the vaccines, followed by Canada and the EU. While Japan has lagged behind, the pace of vaccinations has picked up lately. Twenty percent of the Japanese population has now received at least one dose. Developing economies are still struggling to secure enough vaccines. Fortunately, this problem should abate over the next six months. The Global Health Innovation Center at Duke University estimates that pharmaceutical companies are on track to produce more than 10 billion vaccine doses this year (Chart 2). While perhaps not enough to inoculate everyone who wants a jab, it will suffice in providing protection to the most vulnerable members of society – the elderly and those with pre-existing medical conditions. Chart 1The Vaccination Campaign Is Progressing Well In Most Developed Economies The Vaccination Campaign Is Progressing Well In Most Developed Economies The Vaccination Campaign Is Progressing Well In Most Developed Economies Chart 2Vaccine Makers Are On Track To Produce Over 10 Billion Doses In 2021 2021 Third Quarter Strategy Outlook: The Path To Normal 2021 Third Quarter Strategy Outlook: The Path To Normal New Variants And Vaccine Hesitancy Are Risks Novel strains of the virus remain a concern. First identified in India, the so-called “Delta variant” is spreading around the world. The number of new cases in the UK, where the Delta variant accounts for over 90% of all new infections, is rising again (Chart 3). The latest outbreak has forced the government to postpone “Freedom Day” from June 21st to July 19th (Chart 4). Chart 3The Number Of New Cases In The UK Is Rising Anew 2021 Third Quarter Strategy Outlook: The Path To Normal 2021 Third Quarter Strategy Outlook: The Path To Normal Chart 4Dismantling Of Lockdown Measures Occurring At Varying Pace 2021 Third Quarter Strategy Outlook: The Path To Normal 2021 Third Quarter Strategy Outlook: The Path To Normal     It is highly likely that the Delta variant will produce another wave of cases in the US this summer. Despite ample availability, one-third of Americans over the age of 18 have yet to receive a single dose of a vaccine. As is the case with most everything in the United States, the question of whether to be inoculated has become politicized. In many Republican-leaning states, more than half the population remains unvaccinated (Chart 5). Chart 5The US Politicization Of Vaccines Raises The Risk From COVID-19 Variants 2021 Third Quarter Strategy Outlook: The Path To Normal 2021 Third Quarter Strategy Outlook: The Path To Normal Vaccine hesitancy will likely diminish as the evidence of their effectiveness continues to mount. According to analysis by the Associated Press using CDC data, fully vaccinated people accounted for less than 1% of the 18,000 COVID-19 deaths in the US in May. A study out of the UK showed that two doses of the Pfizer-BioNTech vaccine was 96% effective against hospitalization from the Delta variant, while the Oxford-AstraZeneca vaccine was 92% effective. While another wave of the pandemic will curb growth this summer, the economic impact will be far smaller than in the past. At this point, the initial terror of the pandemic has faded. Politically, it will be more difficult to justify lockdowns in countries such as the US where almost everyone who wants a vaccine has already been able to get one. Macro Policy Outlook: Tighter But Not Tight After cranking the fire hose to full blast during the pandemic, policymakers are looking to scale back support. On the fiscal side, governments are slowly starting to rein in budget deficits. The IMF expects the fiscal impulse in advanced economies to average -4% of GDP in 2022, implying an incrementally tighter fiscal stance (Chart 6). Chart 6Budget Deficits Set To Decline, But Remain High By Historic Standards 2021 Third Quarter Strategy Outlook: The Path To Normal 2021 Third Quarter Strategy Outlook: The Path To Normal Tighter does not necessarily mean tight, however. The IMF sees advanced economies running an average cyclically-adjusted primary budget deficit of 2.6% of GDP between 2022 and 2026, compared to an average deficit of 1.1% of GDP between 2014 and 2019. In the US, Congress is debating an infrastructure bill, a key element of President Biden’s “Build Back Better” agenda. If the bill fails to move out of the Senate, our geopolitical strategists expect Congress to use the reconciliation process to pass most of Biden’s legislative program. This should result in an additional 1.3% of GDP in federal spending per year over the next 8 years, offset only partly by higher taxes. Chart 7EU Fiscal Policy: Allocations To Southern European Countries Are Relatively Large EU Fiscal Policy: Allocations To Southern European Countries Are Relatively Large EU Fiscal Policy: Allocations To Southern European Countries Are Relatively Large Chart 8Japanese PMIs Stuck In The Mud Japanese PMIs Stuck In The Mud Japanese PMIs Stuck In The Mud In the euro area, the IMF expects fiscal policy to remain structurally looser by nearly 2% of GDP in the post-pandemic period. After six months of parliamentary debates, all 27 EU countries ratified the €750 billion Next Generation fund on May 28th. The allocations from the fund for southern European countries are relatively large (Chart 7). Most of the money will be spent on public investment projects with high fiscal multipliers. Japan has a habit of tightening fiscal policy at exactly the wrong moment, with the October 2019 hike in the sales tax from 8% to 10% being no exception. Unlike in other developed economies, both the Japanese manufacturing and services PMI remain stuck in the mud (Chart 8). The odds are rising that Prime Minister Yoshihide Suga will announce a major stimulus package after the Olympic Games and ahead of the general election due by October 22nd. China: Normalization Not Deleveraging Chart 9China: Weak Infrastructure Spending Should Pick Up China: Weak Infrastructure Spending Should Pick Up China: Weak Infrastructure Spending Should Pick Up In China, strong export growth, propelled by the shift in global spending towards manufactured goods during the pandemic, allowed the government to tighten fiscal policy modestly in the first half of the year. Looking out, fiscal policy should turn more stimulative. Local governments used only 16% of their bond issuance allocation between January and May, compared with 59% over the same period last year and 40% in 2019. Proceeds should benefit infrastructure spending, which has been on the weak side in recent years (Chart 9). After a sharp decline, Chinese credit growth should stabilize in the second half of the year. The current pace of credit growth of 11% is near its 2018 lows and is broadly in line with nominal GDP growth (Chart 10). Given that the authorities have stated their desire to stabilize the ratio of credit-to-GDP, they are unlikely to proactively suppress credit growth further. The recent decline in the 3-month SHIBOR, which usually moves in the opposite direction of credit growth, is evidence to this effect (Chart 11). Chart 10Chinese Credit Growth Should Stabilize In The Second Half Of The Year Chinese Credit Growth Should Stabilize In The Second Half Of The Year Chinese Credit Growth Should Stabilize In The Second Half Of The Year Chart 11China: Easing Off The Brakes? China: Easing Off The Brakes? China: Easing Off The Brakes? Nevertheless, changes in fiscal and credit policy tend to affect the Chinese economy with a lag (Chart 12). Thus, the tightening in fiscal policy and the deceleration in credit growth that occurred early this year could still weigh on economic activity during the summer months. Chart 12China: Changes In Fiscal And Credit Policy Affect The Economy With A Lag China: Changes In Fiscal And Credit Policy Affect The Economy With A Lag China: Changes In Fiscal And Credit Policy Affect The Economy With A Lag Don’t Sweat The Dot Plot Markets interpreted the June FOMC meeting in a hawkish light. Both the 2-year and 5-year yield jumped 10 basis points following the meeting (Table 1). The US dollar, which is quite sensitive to changes in short-term rate expectations, strengthened by nearly 2%. In contrast, long-term bond yields declined following the meeting, with the 10-year and 30-year bond yield falling by 6 and 19 basis points, respectively. Table 1Change In Yields Following June FOMC Meeting 2021 Third Quarter Strategy Outlook: The Path To Normal 2021 Third Quarter Strategy Outlook: The Path To Normal As long duration assets, stocks take their cues more from long-term yields than short-term rates. Hence, it was not surprising that equities held their ground, and that growth stocks reversed some of their underperformance against value stocks this year. Chart 13Markets Interpreted The June FOMC Meeting In A Hawkish Light Markets Interpreted The June FOMC Meeting In A Hawkish Light Markets Interpreted The June FOMC Meeting In A Hawkish Light This publication agrees with BCA’s bond strategists that the market overreacted to the changes in the Fed’s projections (aka “the dots”). As Chair Powell himself noted during the press conference, the dot plot is “not a great forecaster of future rate moves,” before adding that “Lift-off is well into the future.” The market is currently pricing in 105 basis points of tightening by the end of 2023. Prior to the meeting, investors were expecting 85 basis points in rate hikes (Chart 13). The regional Fed presidents tend to be more hawkish than the Board of Governors. Our guess is that Jay Powell himself only penciled in one hike for 2023. Lael Brainard, who may be replacing Powell next year, likely projects no hikes for 2023. The Path To Full Employment Chart 14The Divergence Of Goods And Services Spending The Divergence Of Goods And Services Spending The Divergence Of Goods And Services Spending Rather than obsessing over the dots, investors should focus on the questions that will actually drive Fed policy, namely how long it takes the US economy to return to full employment and what happens to inflation in the interim and beyond. There is a lot of uncertainty over these questions – both on the demand side (how fast will spending recover?) and the supply side (how much labor market slack is there and how quickly can firms ramp up hiring?). On the demand side, the pandemic led to unprecedented changes in household spending and saving behavior. As Chart 14 shows, goods spending surged while services spending collapsed. Overall spending declined, and together with increased transfer payments, savings ballooned. As of May, US households were sitting on $2.5 trillion in excess savings. Looking at disaggregated bank deposit data as a proxy for the distribution of household savings, the wealthiest 10% of households accounted for about 70% of the increase in savings between Q1 of 2020 and Q1 of 2021 (Chart 15). Given that richer households have relatively low marginal propensities to spend, this suggests that a large fraction of these excess savings will remain unspent. Nevertheless, $2.5 trillion is a lot of money – it’s equal to almost 17% of annual consumption. Hence, even if a third of this cash hoard were to make its way into the economy, it could buoy aggregate demand significantly. Chart 15Excess Savings Have Mostly Flowed To The Rich 2021 Third Quarter Strategy Outlook: The Path To Normal 2021 Third Quarter Strategy Outlook: The Path To Normal A Labor Market Puzzle Turning to the supply side, there were over 4% fewer people employed in the US in May than in January 2020 (Chart 16). On the face of it, this would suggest the presence of a significant amount of labor market slack. Chart 16US Employment Still More Than 4% Below Pre-Pandemic Levels 2021 Third Quarter Strategy Outlook: The Path To Normal 2021 Third Quarter Strategy Outlook: The Path To Normal Yet, the NFIB small business survey tells a different story. It revealed that 48% of firms reported difficulty in filling vacant positions in May, the highest percentage of respondents in the 46-year history of the survey (Chart 17). Chart 17US Labor Market Shortages (I) US Labor Market Shortages (I) US Labor Market Shortages (I) Chart 18US Labor Market Shortages (II) US Labor Market Shortages (II) US Labor Market Shortages (II)   Along the same lines, the nationwide job openings rate reached a record high of 6% in April, up from 4.5% in January 2020. The quits rate, a good proxy for worker confidence, is also at a record high (Chart 18). How does one reconcile the low level of employment with other data pointing to a tight labor market? As we discussed in a report two weeks ago, four explanations stand out: Generous unemployment benefits, which have depressed labor force participation among low-wage workers (Chart 19). Chart 19Labor Scarcity Prevalent In Low-Wage Sectors 2021 Third Quarter Strategy Outlook: The Path To Normal 2021 Third Quarter Strategy Outlook: The Path To Normal Chart 20School Closures Have Curbed Labor Supply 2021 Third Quarter Strategy Outlook: The Path To Normal 2021 Third Quarter Strategy Outlook: The Path To Normal Pandemic-related school closures. As Chart 20 shows, they have had a noticeable impact on labor force participation among women with young children. Reduced immigration. At one point during the pandemic, visa issuance was down 99% from pre-pandemic levels (Chart 21). An increase in early retirements. We estimate that about 1.5 million more workers retired during the pandemic than would have been expected based solely on demographic trends (Chart 22). Chart 21US Migrant Worker Supply Is Depressed 2021 Third Quarter Strategy Outlook: The Path To Normal 2021 Third Quarter Strategy Outlook: The Path To Normal Chart 22The Pandemic Accelerated Early Retirement The Pandemic Accelerated Early Retirement The Pandemic Accelerated Early Retirement All but the last effect is likely to be fleeting. Enhanced unemployment benefits expire in September; President Biden has reversed President Trump’s ban on most worker visas; and schools should fully reopen by the fall. And even for the retirement effect, most recent retirees were approaching retirement age anyway. Thus, there will likely be fewer incremental retirements over the next few years. A Speed Limit To Hiring? Assuming that a large fraction of sidelined workers return to the labor market in the fall, how fast will firms be able to hire them? In general, we are skeptical of arguments claiming that there is much of a speed limit to the pace of hiring. Chart 23There Is A Lot Of Churn In The Labor Market There Is A Lot Of Churn In The Labor Market There Is A Lot Of Churn In The Labor Market There is a lot of churn in the labor market. Gross job flows are much larger than net flows. Between 2015 and 2019, 66.1 million people were hired on average per year compared with 59.6 million who quit or were discharged. Churn is especially strong in the retail and hospitality sectors, the two segments that account for the bulk of today’s shortfall in jobs. In April of this year, retailers hired nearly 800,000 workers. An additional 1.42 million workers found jobs in the leisure and hospitality sectors. This is equivalent to 5.3% and 10.1% of total employment in those sectors, respectively (Chart 23). And remember, we are talking about only one month’s worth of hiring. During past V-shaped recoveries, employment growth often surpassed 5% on a year-over-year basis (Chart 24). Such a growth rate would produce net 670K new jobs per month, enough to restore full employment by mid-2022. Chart 24V-Shaped Recoveries Are Generally Followed By Strong Labor Market Recoveries V-Shaped Recoveries Are Generally Followed By Strong Labor Market Recoveries V-Shaped Recoveries Are Generally Followed By Strong Labor Market Recoveries The Fed’s Three Criteria For Lift-Off In August of 2020, the Fed formally adopted a “flexible average inflation targeting” framework. It seeks to offset periods of below-target inflation with periods of above-target inflation. The goal is to better anchor long-term inflation expectations, while giving households and firms more clarity over where the price level will be many years out. In the spirit of this new framework, the Fed has made it clear that it needs to see three things before it considers raising rates: The labor market must be at “maximum employment” 12-month PCE inflation must be above 2% The FOMC must expect inflation to remain above 2% for some time If the US economy achieves full employment by the middle of next year, the first criterion will be satisfied. PCE inflation clocked in at 3.9% in May, so at least for now, the second criterion is satisfied as well. The big question concerns the third criterion. How Transitory Is US Inflation Likely To Be? As Chart 25 shows, more than half of the increase in the CPI 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 still remains below its pre-pandemic trend, while the level of the PCE deflator is barely above it (Chart 26). Aside from a few low-wage sectors such as retail and hospitality, overall wage growth remains contained. Neither the Atlanta Fed Wage Growth Tracker nor the Employment Cost Index – the two cleanest measures of US wage inflation – is signaling a brewing wage-price spiral (Chart 27). Chart 25Rebounding Pandemic-Affected Services Prices Are Pushing Up Overall CPI 2021 Third Quarter Strategy Outlook: The Path To Normal 2021 Third Quarter Strategy Outlook: The Path To Normal Chart 26AUnwinding Of "Base Effects" (I) Unwinding Of "Base Effects" (I) Unwinding Of "Base Effects" (I) Chart 26BUnwinding Of "Base Effects" (II) Unwinding Of "Base Effects" (II) Unwinding Of "Base Effects" (II) Chart 27No Sign Of A Wage-Price Spiral... For Now No Sign Of A Wage-Price Spiral... For Now No Sign Of A Wage-Price Spiral... For Now Chart 28Rising Oil Prices Have Fueled The Jump In Inflation Expectations 2021 Third Quarter Strategy Outlook: The Path To Normal 2021 Third Quarter Strategy Outlook: The Path To Normal   Chart 29Inflation Expectations Back Below The Fed's Target Zone Inflation Expectations Back Below The Fed's Target Zone Inflation Expectations Back Below The Fed's Target Zone Chart 30A Top In Inflation Expectations? A Top In Inflation Expectations? A Top In Inflation Expectations? While inflation expectations have risen, they should fall in the second half of the year as gasoline prices descend from their seasonal highs (Chart 28). Market expectations of inflation have already dipped back below the Fed’s comfort zone (Chart 29). Inflation expectations 5-to-10 years out in the University of Michigan’s Survey of Consumers also dropped from 3% in May to 2.8% in June (Chart 30). Overall producer price inflation should decline. Chart 31 shows that lumber prices, steel prices, agriculture prices, and memory chip prices have all peaked. Taken together, all this suggests that the recent surge in inflation is indeed likely to be “transitory.” Chart 31Input Prices Have Rolled Over Input Prices Have Rolled Over Input Prices Have Rolled Over Risk-Management Considerations Favor A “Go Slow” Approach Chart 32Market Participants See An Even Lower Terminal Rate Than The Fed Market Participants See An Even Lower Terminal Rate Than The Fed Market Participants See An Even Lower Terminal Rate Than The Fed The financial press often characterizes the Fed’s monetary policy as ultra-accommodative. With policy rates near zero, one would be forgiven for agreeing. However, the reality is that neither the Fed nor, for that matter, most market participants think that monetary policy is all that easy. Using expectations for the terminal Fed funds rate as a proxy for the neutral rate of interest, the Fed’s estimate of the terminal rate has fallen from 4.3% in 2012 to 2.5% at present (Chart 32). Surveys of primary dealers and other market participants suggest that investors think the terminal rate is even lower than what the Fed believes it to be. It is an open question as to whether the neutral rate really is as low as widely believed. But if it is, raising rates prematurely would be a grave mistake. Given the zero lower bound constraint on nominal policy rates, the Fed would be hard-pressed to ease monetary policy by enough to respond to any future deflationary shock. In contrast, if inflation proves to be more persistent, raising rates to cool the economy would be relatively straightforward. All this suggests that the Fed is likely to maintain its “go slow” approach. This publication expects tapering of QE to begin early next year, with no rate hike until December 2022 or early 2023. Other Central Banks Constrained By The Fed Chart 33Long-Term Inflation Expectations Remain Subdued Long-Term Inflation Expectations Remain Subdued Long-Term Inflation Expectations Remain Subdued The Fed’s dovish bias limits the ability of other developed economy central banks to tighten monetary policy. For some central banks, such as the ECB and BoJ, raising rates is the last thing they want to do. In both the euro area and Japan, long-term inflation expectations remain well below target (Chart 33). The Bank of England is in a better position to tighten monetary policy than the ECB. Inflation expectations are relatively high in the UK and a frothy housing market poses a long-term threat to economic stability. Nevertheless, the need to maintain a competitive currency to facilitate post-Brexit economic adjustments will limit the BoE’s ability to raise rates. Moreover, the departure of BoE Chief Economist, Andy Haldane, from the MPC will silence the sole voice sounding the alarm over rising inflation. Among the G7 economies, the Bank of Canada is the closest to raising rates. After a slow start, the vaccination campaign is now progressing well there. Property prices have gone through the roof. The Western Canada Select oil price has reached the highest level since 2014. The discount to WTI has shrunk from a peak over 50% in November 2018 to about 20% in recent weeks. The Bank of Canada has already begun tapering asset purchases. While concerns about a stronger loonie will tie the BoC’s hands to some extent, the first rate hike is still likely in mid-2022. II. Financial Markets A. Portfolio Strategy The Golden Rule embraced by this publication is “remain bullish on stocks as long as growth is likely to remain strong for the foreseeable future.” Historically, bear markets rarely occur outside of recessions (Chart 34). With both fiscal and monetary policy still supportive, and households in many countries sitting on plenty of dry powder, the odds that the global economy will experience a major downturn in the next 12 months are low. Chart 34Recessions And Bear Markets Tend To Overlap 2021 Third Quarter Strategy Outlook: The Path To Normal 2021 Third Quarter Strategy Outlook: The Path To Normal That said, we do acknowledge that the risk-reward profile for equities has deteriorated since the start of the year. Global stocks have risen 12% year-to-date, implying that investors have priced in an increasingly optimistic economic outlook. Our equity valuation indicator points to very poor long-term future returns, particularly in the US (Chart 35). Chart 35ALong-Term Expected Returns Are Nothing To Write Home About (I) Long-Term Expected Returns Are Nothing To Write Home About (I) Long-Term Expected Returns Are Nothing To Write Home About (I) Chart 35BLong-Term Expected Returns Are Nothing To Write Home About (II) Long-Term Expected Returns Are Nothing To Write Home About (II) Long-Term Expected Returns Are Nothing To Write Home About (II) Democrats in Congress will likely use the reconciliation process to raise corporate taxes. While this is unlikely to cause major problems for the economy, it could weigh on stocks. As we discussed in a past report, neither analyst earnings estimates nor market expectations are baking in much impact from higher tax rates. Meanwhile, economic growth has peaked in the US and China, and will peak in the other major economies over the balance of 2021. Slower growth is usually associated with lower overall equity returns (Table 2). Stocks are also likely to face headwinds as spending shifts back from goods to services. Goods producers are overrepresented in stock market indices compared to the broader economy. Table 2The Economic Cycle And Financial Assets 2021 Third Quarter Strategy Outlook: The Path To Normal 2021 Third Quarter Strategy Outlook: The Path To Normal The fact that global growth is peaking at exceptionally high levels will soften the blow for stocks. Likewise, the need to rebuild inventories and satisfy pent-up demand for some manufactured goods that have been in short supply will keep goods production from falling too drastically. Nevertheless, investors who have been maximally overweight stocks should consider paring exposure by raising cash. Only a modest equity overweight is appropriate going into the second half of this year. B. Equity Sectors, Regions, And Styles While we continue to favor cyclical equity sectors over defensives, non-US over the US, and value over growth, our conviction is lower than it was at the start of the year. In the near term, the lagged effects from the slowdown in Chinese credit growth could weigh on global cyclicals. Cyclicals could also stumble as the Delta variant rolls through the US and other countries. In addition, the US dollar could sustain recent gains as investors continue to fret that the Fed is turning hawkish. A stronger dollar is usually bad for cyclicals and non-US stocks (Chart 36). Chart 36Cyclical And Non-US Stocks Tend To Outperform Defensives When The Dollar Is Weakening Cyclical And Non-US Stocks Tend To Outperform Defensives When The Dollar Is Weakening Cyclical And Non-US Stocks Tend To Outperform Defensives When The Dollar Is Weakening Chart 37Bank Shares Thrive in A Rising Yield Environment Bank Shares Thrive in A Rising Yield Environment Bank Shares Thrive in A Rising Yield Environment   Ultimately, as discussed earlier in this report, the Fed is likely to push back against the market’s hawkish interpretation of its dot plot. The resulting reflationary impulse should cause the dollar to weaken over a 12-month horizon while allowing for a re-steepening of the yield curve. Higher long-term bond yields tend to benefit banks, which are overrepresented in value indices (Chart 37). A stabilization in credit growth and more stimulative Chinese policy later this year should temper concerns about EM growth. Greater access to vaccines will also allow more EM economies to partake in reopening euphoria, thus benefiting local EM stock markets and global cyclicals. C. Fixed Income If stocks are pricey, government bonds are even more dear. Real yields are negative in most G10 economies. And while persistently higher inflation is not an imminent threat, it is a longer-term risk that bond valuations are not discounting. We expect the 10-year US Treasury yield to rise to 1.9% by the end of the year, above current market expectations of 1.61%. As of today, we are expressing this view by going short the 10-year Treasury note in our trade table. US Treasuries have a higher beta than most other government bond markets (Chart 38). Treasury yields tend to rise more when global bond yields are moving higher and vice versa. Given our expectation that global growth will remain solidly above trend over the next 12 months, fixed-income investors should underweight high-beta bond markets such as the US and Canada, while overweighting the euro area and Japan. Chart 38US Treasuries Have A Higher Beta Than Most Other Government Bond Markets US Treasuries Have A Higher Beta Than Most Other Government Bond Markets US Treasuries Have A Higher Beta Than Most Other Government Bond Markets BCA’s bond strategists see more upside from high-yield bonds than for investment grade. While high-yield spreads are quite tight, they are still pricing in a default rate of 2.9%. This is more than their fair-value default estimate of 2.3%-to-2.8% (Chart 39). It is also above the year-to-date realized default rate of 1.8%. Chart 39Spread-Implied Default Rate Spread-Implied Default Rate Spread-Implied Default Rate Our bond team sees USD-denominated EM corporate bonds as being attractively priced relative to domestic investment-grade corporate bonds with the same duration and credit rating. They prefer EM corporates to EM sovereigns in the A and Baa credit tiers, while preferring EM sovereigns over EM corporates in the Aa credit tier. Investors willing to take on foreign-exchange risk should consider EM local-currency bonds. As we discuss next, a weaker US dollar over the next 12 months should translate into stronger EM currencies. D. Currencies Four forces tend to drive the US dollar over cyclical horizons of about 12 months: Growth: As a countercyclical currency, the dollar typically does poorly when global growth is strong. This is especially the case when growth is rotating away from the US to other countries (Chart 40). Bloomberg consensus estimates imply that the US economy will transition from leader to laggard over the coming months, which is dollar bearish (Table 3). Chart 40The Dollar Is A Countercyclical Currency The Dollar Is A Countercyclical Currency The Dollar Is A Countercyclical Currency Table 3Growth Is Peaking, But At A Very High Level 2021 Third Quarter Strategy Outlook: The Path To Normal 2021 Third Quarter Strategy Outlook: The Path To Normal Interest Rate Differentials: The trade-weighted dollar tends to track the real 2-year spread between the US and its trading partners (Chart 41). It is unlikely that US real rates will fall much from current levels. However, the current level of spreads is already consistent with a meaningfully weaker dollar. Chart 41Rate Differentials Are A Headwind For The Dollar Rate Differentials Are A Headwind For The Dollar Rate Differentials Are A Headwind For The Dollar Balance Of Payments: The US trade deficit has increased significantly over the past year (Chart 42). Equity inflows have been helping to finance the trade deficit (Chart 43). However, if stronger growth abroad causes equity flows to move out of the US, the dollar will suffer. Chart 42The US Trade Deficit Has Increased Significantly The US Trade Deficit Has Increased Significantly The US Trade Deficit Has Increased Significantly Chart 43Equity Inflows Have Helped Finance The Trade Deficit Equity Inflows Have Helped Finance The Trade Deficit Equity Inflows Have Helped Finance The Trade Deficit Momentum: Being a contrarian is a losing strategy when it comes to trading the dollar. This is because the US dollar is a high momentum currency (Chart 44). The dollar usually continues to weaken when it is trading below its various moving averages and sentiment is bearish (Chart 45). At present, while the dollar is near its short-term moving averages, it is still below its long-term moving averages. Sentiment is bearish, but has come off its lows. On balance, the technical picture for the dollar is slightly negative.   Chart 44The Dollar Is A High Momentum Currency 2021 Third Quarter Strategy Outlook: The Path To Normal 2021 Third Quarter Strategy Outlook: The Path To Normal Chart 45ABeing A Contrarian Doesn't Pay When It Comes To Trading The Dollar (I) Being A Contrarian Doesn't Pay When It Comes To Trading The Dollar (I) Being A Contrarian Doesn't Pay When It Comes To Trading The Dollar (I) Chart 45BBeing A Contrarian Doesn't Pay When It Comes To Trading The Dollar (II) Being A Contrarian Doesn't Pay When It Comes To Trading The Dollar (II) Being A Contrarian Doesn't Pay When It Comes To Trading The Dollar (II) Adding it all up, we expect the dollar to weaken over a 12-month horizon. The dollar’s downdraft will likely begin in earnest during the fall when Chinese policy turns more stimulative and fears that the Fed has turned hawkish subside. We expect EUR/USD to finish the year at 1.25. GBP/USD should hit 1.50. Both EM and commodity currencies should also do better. The lone laggard among “fiat currencies” will be the yen. As a highly defensive currency, the yen usually struggles when global growth is firm. Chart 46To This Day, Most Crypto Payments Are Made To Criminals 2021 Third Quarter Strategy Outlook: The Path To Normal 2021 Third Quarter Strategy Outlook: The Path To Normal What about cryptocurrencies? I debated the topic with my colleague, Dhaval Joshi, in early June. To make a long story short, I think it is highly unlikely that cryptos will ever thrive. More than 13 years since Bitcoin was created, cryptos continue to be mainly used to facilitate illicit transactions. According to Chainalysis, there were fewer cryptocurrency payments processed by merchants in 2020 than in 2017 (Chart 46). Meanwhile, Bitcoin mining continues to produce significant environmental damage (Chart 47). And if there is any place where there is hyperinflation, it is in the creation of new cryptocurrencies. There are over 5000 cryptocurrencies at last count, double the number at this time last year (Chart 48). We are currently short Bitcoin in our trade table.   Chart 47Bitcoin And Ethereum: How Dare You! 2021 Third Quarter Strategy Outlook: The Path To Normal 2021 Third Quarter Strategy Outlook: The Path To Normal Chart 48Hyperinflation In New Cryptocurrency Creation 2021 Third Quarter Strategy Outlook: The Path To Normal 2021 Third Quarter Strategy Outlook: The Path To Normal E. Commodities Structurally, oil faces a bleak future. Transport accounts for about 60% of global oil consumption. The shift to electric vehicles will undermine this key source of oil demand. Cyclically, however, crude prices could still rise as the global economic recovery unfolds. Supply remains quite tight, reflecting both OPEC vigilance and the steep drop in oil and gas capex of recent years (Chart 49). Bob Ryan, BCA’s chief commodity strategist, expects Brent to rise to $79/bbl by the end of the year, which is 9% above current market expectations (Chart 50). Chart 49Oil And Gas Companies Curtailed Capex In Recent Years 2021 Third Quarter Strategy Outlook: The Path To Normal 2021 Third Quarter Strategy Outlook: The Path To Normal Chart 50Oil Prices Still Have Room To Run Oil Prices Still Have Room To Run Oil Prices Still Have Room To Run Chart 51Chinese Metal Consumption Up 5-Fold Since The 2000s Commodity Boom Chinese Metal Consumption Up 5-Fold Since The 2000s Commodity Boom Chinese Metal Consumption Up 5-Fold Since The 2000s Commodity Boom In contrast to oil, the long-term outlook for base metals is favorable. A typical electric vehicle requires four times as much copper as a typical gasoline-propelled vehicle. By 2030, the demand from EVs alone should amount to close to 4mm tonnes of copper per year, representing about 15% of current annual copper production. Strong demand for metals from China should also buoy metals prices. While trend GDP growth in China has slowed, the economy is much bigger in absolute terms than it was in the 2000s. China’s annual aggregate consumption of metals is five times as high as it was back then (Chart 51). In the near term, however, base metals have to grapple with the lagged effects of slower Chinese credit growth (Chart 52). We downgraded base metals to neutral on May 28 and are currently long global energy stocks via the IXC ETF versus global copper miners via the COPX ETF. We expect to reverse this trade by the fall. We are generally positive on gold. Since peaking last August, the price of gold has fallen more than one might have expected based on movements in real bond yields (Chart 53). Gold will also benefit from a weaker dollar later this year. Lastly, and importantly, gold should retain its standing as a good inflation hedge. Chart 52Tighter Chinese Credit Will Be A Headwind For Base Metals Over The Summer Months Tighter Chinese Credit Will Be A Headwind For Base Metals Over The Summer Months Tighter Chinese Credit Will Be A Headwind For Base Metals Over The Summer Months Chart 53Gold Prices Tend To Track Real Rates Gold Prices Tend To Track Real Rates Gold Prices Tend To Track Real Rates Peter Berezin Chief Global Strategist pberezin@bcaresearch.com Global Investment Strategy View Matrix 2021 Third Quarter Strategy Outlook: The Path To Normal 2021 Third Quarter Strategy Outlook: The Path To Normal Special Trade Recommendations 2021 Third Quarter Strategy Outlook: The Path To Normal 2021 Third Quarter Strategy Outlook: The Path To Normal Current MacroQuant Model Scores 2021 Third Quarter Strategy Outlook: The Path To Normal 2021 Third Quarter Strategy Outlook: The Path To Normal

Highlights Economy – As always, there is no lack of things that could go wrong: COVID-19 could have a resurgence, international softness could be a drag, wage growth could erode profit margins or trigger inflation and households may simply sit on their newly accumulated savings. Markets – High valuations across the board leave stock and bond markets with little margin for error: High valuations make markets more fragile, but they won’t suffer a sharp decline in the absence of a negative catalyst. Strategy – Stay the course but remain vigilant: Investors should game plan for adverse scenarios, commit to shortening holding periods and be prepared to make big changes if an inflection point is closer than we expect. Feature Thus far in the pandemic era, it has been right to be constructive on markets and the economy. The Fed, Congress and the White House succeeded in their efforts to shelter the economy from the virus and investors in equities and spread product have been richly rewarded for betting that they would. So far this year, the combination of potent growth and easy monetary policy has allowed the economy to travel a comfortable path between the slumping and overheating extremes that would upend financial markets’ progress and cloud the expansion’s future. Though our base case calls for benign conditions to persist well into 2022, that scenario is not assured. As we ask ourselves how we could be getting it wrong, we see four primary threats to our view. We do not judge that any of them are worryingly likely in isolation, but we are monitoring all of them while watching for other challenges that may emerge. Testing our assumptions is an established part of our process but we are especially vigilant given the novel conditions imposed by the pandemic and the policy responses to it. The magnitude of the swings in this cycle, and the compressed period over which they’ve occurred, are atypical and do not fit into established templates. Conditions are unusually uncertain and investment strategy needs to account for it. The Pandemic Isn’t Over The foremost threat to our sanguine take is a COVID-19 resurgence. A flare-up of global infections, hospitalizations and deaths would presumably trigger renewed rounds of shutdowns in the hardest-hit countries, crimping local economic activity. If a resurgent pandemic dragged on output in enough places, the post-pandemic revival would be delayed, and global growth would not accelerate as quickly as it otherwise would. Although the US and other countries with high vaccination rates should be largely sheltered from an outbreak, there is no such thing as complete decoupling in a globalized world, even for a comparatively closed economy like the US. The good news is that deaths have plunged with infections (Chart 1), and hospitalizations have, too. Not only are fewer people becoming infected, their cases are becoming increasingly less severe. The phenomenon is not confined to the US; humankind has learned much better ways to treat COVID over the last year-plus. The pandemic is still with us, but its consequences are less severe, even with new, more contagious variants. Chart 1What A Difference A Year Makes What A Difference A Year Makes What A Difference A Year Makes Lessened severity could help the US withstand an ongoing slowdown in the pace of vaccinations (Chart 2). A significant proportion of Americans appears to be fiercely opposed to getting vaccinated, and much of the low-hanging blue-state fruit may already have been picked (Chart 3). Vaccinations are not the only route to herd immunity, however, and it is not at all unrealistic to think that an immunization rate around 60-70% might be sufficient to stifle COVID’s spread. Chart 2Vaccination Progress Is Slowing ... Vaccination Progress Is Slowing ... Vaccination Progress Is Slowing ... Chart 3... As The Most Eager Have Already Gotten Their Doses Are We Too Optimistic? Are We Too Optimistic? The Center for Disease Control estimates that less than a quarter of COVID infections have been detected and reported,1 suggesting that 88 million citizens may have been unknowingly infected and are therefore immune. If one-third of those unknowingly infected have not been vaccinated, in line with the currently eligible population, the additional 29 million people would push the US very close to 75% of the 12-and-above population with antibodies against infection. If children under 12 can receive the vaccine in the fall, the end of the pandemic stage in the US may be within sight. Our glass-half-full perspective would be tested if new vaccine-resistant variants were to emerge. However, the evidence so far indicates that the existing vaccines have held firm against all known variants. COVID is new and continually evolving, so we cannot definitively say that the US is out of the woods. We will have to keep watching infection counts and looking out for evidence of vaccine-resistant strains, but for now the weight of the available evidence suggests that a COVID resurgence is not likely to pull the rug out from under the US economy. Global Softness Our Chinese Investment Strategy service expects that Chinese growth will decelerate over the rest of the year as total social financing growth slows (Chart 4). With the major developing economies recovering as they catch up to China in terms of stifling the virus and Chinese consumption growing nicely, officials can advance their deleveraging aims without materially pressuring the domestic economy. The upshot is that Chinese growth will downshift a bit and its import appetite will wane. Chart 4China Is Poised To Decelerate In The Second Half Of The Year China Is Poised To Decelerate In The Second Half Of The Year China Is Poised To Decelerate In The Second Half Of The Year   China’s imports are its trading partners’ exports and they are the channel by which it most directly impacts the global economy. Slowing Chinese import demand means slowing global growth, all else equal. Although the US is not a big exporter to China, the multinationals that dominate the S&P 500 will feel a bit of a drag from reduced Chinese demand. As COVID’s threat diminishes, however, the major developed economies should have enough momentum to overcome a slight Chinese downshift. Cost Pressures Wages account for the largest proportion of most businesses’ costs and a rapid rise could squeeze profit margins. Wage negotiations ultimately turn on the balance of labor supply and demand and management’s and labor’s recourse to substitutes for workers or jobs. Presently, demand for low-skilled workers far exceeds supply, and those workers are much more able to find alternative jobs than management can conjure up substitutes for servers, bartenders, bellhops, front-desk staff and gate agents. Even if employers were able to raise prices enough to protect their margins, the emergence of cost-push inflation pressures would ultimately hurt financial assets. Labor also has the upper hand, at least directionally, in terms of three other key leverage drivers (Figure 1). A trend toward increasing economic concentration has favored employers for decades, but antipathy for the largest technology companies is one of the only things Republican and Democratic lawmakers seem to share. The regulatory and legal trends that have favored employers in labor-management relations since the Reagan administration will shift under Biden’s direction and even if the midterm elections strip the Democrats of their control of Capitol Hill, the ESG movement and a shrinking working-age population (Chart 5) will likely bring down the curtain on four decades of one-sided support for employers. The labor-management rubber band,2 a link illustrating the symbiosis between workers and businesses, has stretched nearly to the breaking point and both parties must respond to constituents who want to see labor recover some of its lost income share. Figure 1Workers Can Look Forward To A More Friendly Environment Are We Too Optimistic? Are We Too Optimistic? Chart 5You're Gonna Miss Me When I'm Gone You're Gonna Miss Me When I'm Gone You're Gonna Miss Me When I'm Gone Despite labor’s growing clout, however, the main compensation series show that wage growth is decelerating. A large part of the issue is that the unskilled workers with the most leverage make the least money. Their gains do not move the needle nearly as much as highly skilled knowledge workers whose positions may have become more tenuous amidst the pandemic shift to remote work as businesses rethink how many white-collar workers are needed. We also continue to expect labor supply concerns to recede once schools reopen and unemployment insurance benefit supplements expire, easing potential upward pressure on wages. What If The Savings Aren’t Spent? We estimate that US households have accumulated about $2.4 trillion in excess savings since March 2020. The excess cash gives them plenty of dry powder to direct to the services they have not been able to consume freely over the last year-plus. Households are also on a better footing after having paid down about 6% of their outstanding credit card balances and 4% of their outstanding mortgage principal. Thanks to rock-bottom interest rates, servicing the debt they still have is far less burdensome than it used to be (Chart 6). Households are flush and if just half of their extra savings are directed to consumption, the economy will have a powerful tailwind through 2022. Chart 6A Decade Of Low Rates Has Helped Main Street, Too A Decade Of Low Rates Has Helped Main Street, Too A Decade Of Low Rates Has Helped Main Street, Too The year-over-year change in the 4-quarter moving average of real disposable income has grown at its fastest rate since 1951 (Chart 7). Before the pandemic, changes in real disposable income explained two-thirds of the variability in real consumption (Chart 8, top panel). Over the four pandemic quarters ended in 1Q21, however, consumption has declined despite robust income growth (Chart 8, bottom panel). Is the break in the established relationship temporary, or does it mark an inflection? Chart 7Income Growth Has Taken Off ... Income Growth Has Taken Off ... Income Growth Has Taken Off ... Chart 8... And That's Usually Reflected In Spending Are We Too Optimistic? Are We Too Optimistic? Our view is that it is temporary, driven by the consumption-dampening impact of stay-at-home orders and social distancing measures as well as the fact that many popular services were unavailable. We do not know for sure, however, as the current situation has no close analogue. Milton Friedman’s permanent income hypothesis posits that households are less prone to spend temporary windfalls than recurring income. Households that didn’t have to spend their economic impact payments upon receipt may view them as one-off windfalls and choose to sit on them. Investment Implications The uncertain macro backdrop coincides with ambitious valuations in debt and equity markets. Corporate bond spreads are near all-time lows (Chart 9) and the S&P 500 is trading at a historically pricey 22 times forward four-quarter earnings. Financial assets have little margin for error at levels that imply investors are pricing in a lot of good news. It will require a negative catalyst to trigger their vulnerability, however, and they are poised to continue along their merry way if the potential threats discussed above do not materialize. Chart 9What Recession? What Recession? What Recession? We are not complacent about the potential for trouble and investors shouldn’t be, either. Everyone should adjust their conviction levels lower given the unusual nature of the pandemic-influenced conditions. We continue to recommend that investors remain overweight equities and spread product in multi-asset portfolios, but we also advise shortening expected holding periods and developing a detailed plan of action in the event of significant negative surprises. We expect that the just-right Goldilocks backdrop of strong growth and easy monetary policy will remain in place through 2022, but investors should be prepared to implement an alternative course of action if it doesn’t.   Doug Peta, CFA Chief US Investment Strategist dougp@bcaresearch.com   Footnotes 1 As of April 14th, the CDC estimates that only 1 of every 4.3 infections between February 2020 and March 2021 were reported. Estimated Disease Burden of COVID-19 | CDC Accessed June 23, 2021. 2 Please see the US Investment Strategy Special Report, “Labor Strikes Back, Part 2: Where Strikes Come From And Who Wins Them”, dated January 20, 2020, available at usis.bcaresearch.com.  

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

Work from home policies, originally designed as emergency measures in the early phase of the COVID-19 pandemic, are likely to be “sticky” in a post-pandemic world. This will negatively impact the labor market in central business districts, via reduced spending on services by office workers. The potential impact of working from home is often cited as an example of what is likely to be a lasting and negative effect on jobs growth, but we find that it is not likely to be a barrier to the labor market returning to the Fed’s assessment of “maximum employment.” The size of the impact depends importantly on whether employee preferences or employer plans for WFH prevail, but our sense is that the latter is more likely. A weaker pace of structures investment in response to elevated office vacancy rates will likely have an even smaller impact on growth than the effect of reduced central business district services employment. The contribution to growth from structures investment has been small over the past few decades, office building construction is a small portion of overall nonresidential structures, and there are compelling arguments that the net stock of office structures will stay flat, rather than decline. Our analysis suggests that job growth over the coming year could be even stronger than the Fed and investors expect, possibly resulting in a first rate hike by the middle of next year. This would be earlier than we currently anticipate, but it underscores that fixed-income investors should remain short duration on a 6-12 month time horizon, and that equity investors should favor value over growth positions beyond the coming 3-4 months. The outlook for US monetary policy over the next 12 to 18 months depends almost entirely on the outlook for employment. Many investors are focused on the potential for elevated inflation to force the Fed to raise interest rates earlier than it currently anticipates, but it is the progress in returning to “maximum employment” that will determine the timing of the first Fed rate hike – and potentially the speed at which interest rates rise once policy begins to tighten. In this report, we estimate the extent to which the “stickiness” of working from home (WFH) policies and practices could leave a lasting negative impact on the US labor market. We noted in last month's report that a large portion of the employment gap relative to pre-pandemic levels can be traced to the leisure & hospitality and professional and business services industries, both of which – along with retail employment – stand to be permanently impaired if the office worker footprint is much lower in a post-COVID world.1 Using employee surveys and a Monte Carlo approach, we present a range of estimates for the permanent impact of WFH policies on the unemployment rate, and separately examine the potential for lower construction of office properties to weigh on growth. We find that the impact of reduced office building construction is likely to be minimal, and that WFH policies may structurally raise the unemployment rate by 0.3 to 0.4%. While non-trivial, when compared with a pre-pandemic unemployment rate of 3.5%, WFH policies alone are not likely to cause a long-term deviation from the Fed’s maximum employment objective. Relative to the Fed’s expectations of a strong, lasting impact on the labor market from the pandemic, this suggests that job growth over the coming year could be even stronger than the Fed and investors expect, possibly resulting in a first rate hike by the middle of next year. This would be earlier than we currently anticipate, but it underscores that fixed-income investors should remain short duration on a 6-12 month time horizon, and that equity investors should favor value over growth positions beyond the coming 3-4 months (a period that may see outperformance of the latter). Quantifying The Labor Market Impact Of The New Normal For Work In a January paper, Barrero, Bloom, and Davis (“BBD”) presented evidence arguing why working from home will “stick.” The authors surveyed 22,500 working-age Americans across several survey “waves” between May and December 2020, and asked about both their preferences and their employer’s plans about working from home after the pandemic. Chart II-1 highlights that the desired amount of paid work from home days (among workers who can work from home) reported by the survey respondents is to approximately 55% of a work week, suggesting that a dramatic reduction in office presence would likely occur if post-pandemic WFH policies were set fully in accordance with worker preferences. Chart II-1Employee Preferences Imply A Dramatic Reduction In Post-COVID Office Presence July 2021 July 2021 However, Table II-1 highlights that employer plans for work from home policies are meaningfully different than those of employees. The table highlights that employers plan for employees to work from home for roughly 22% of paid days post-pandemic, which essentially translates to one day per week on average.2 BBD noted that CEOs and managers have cited the need to support innovation, employee motivation, and company culture as reasons for employees’ physical presence. Managers believe physical interactions are important for these reasons, but employees need only be on premises for about three to four days a week to achieve this. Table II-1 also shows that employers plan to allow higher-income employees more flexibility in terms of working from home, and less flexibility to employees whose earnings are between $20-50k per year. Table II-1Employer Plans, However, Imply Less Working From Home Than Employees Prefer July 2021 July 2021 Based on the survey results, BBD forecast that expenditure in major cities such as Manhattan and San Francisco will fall on the order of 5 to 10%. In order to understand the national labor market impact of work from home policies and what implications this may have on monetary policy, we scale up BBD’s calculations using a Monte Carlo approach that incorporates estimate ranges for several factors: The percent of paid days now working from home for office workers The amount of money spent per week by office workers in central business districts (“CBDs”) The number of total jobs in CBDs The percent of CBD jobs in industries likely to be negatively impacted by reduced office worker expenditure The average weekly earnings of affected CBD workers The average share of business revenue not attributable to strictly variable expenses The percent of affected jobs likely to be recovered outside of CBDs Our approach is as follows. First, we calculate the likely reduction in nationwide CBD spending from reduced office worker presence by multiplying the likely percent of paid days now permanently working from home by the number of total jobs in CBDs and the average weekly spending of office workers. This figure is then increased due to the estimated acceleration in net move outs from principal urban centers in 2020 (Chart II-2); we assume a 5% savings rate and an average annual salary of $50k for these resident workers, and assume that all of their spending occurred within CBDs. We also assume that roughly 50% of jobs connected to this spending are recovered. Chart II-2Fewer Residents Will Also Lower Spending In Central Business Districts July 2021 July 2021 Then, we calculate the gross number of jobs lost in leisure & hospitality, retail trade, and other services by multiplying this estimate of lost spending by an estimate of non-variable costs as a share of revenue for affected industries, and dividing the result by average weekly earnings of affected employees. For affected CBD employees in the administrative and waste services industry, we simply assume that the share of jobs lost matches the percent of paid days now permanently working from home. Finally, we adjust the number of jobs lost by multiplying by 1 minus an assumed “recovery” rate, given that some of the reduction in spending in CBDs will simply be shifted to areas near remote workers’ residences. We assume a slightly lower recovery rate for lost jobs in the administrative and waste services industry. Table II-2 highlights the range of outcomes for each variable used in our simulation, and Charts II-3 and II-4 present the results. The charts highlight that the distribution of outcomes based on employer WFH intensions suggest high odds that nationwide job losses in CBDs due to reduced office worker presence will not exceed 400k. Based on average employee preferences, that number rises to roughly 800-900k. Table II-2The Factors Affecting Permanent Central Business District Job Losses July 2021 July 2021 Chart II-3The Probability Distribution Of CBD Jobs Lost… July 2021 July 2021 Chart II-4…Based On Our Monte Carlo Approach July 2021 July 2021   This raises the question of whether employer plans or employee preferences for WFH arrangements will prevail. Our sense is that it will be closer to the former, given that we noted above that employer WFH plans are the least flexible for employees whose earnings are between $20-50k per year (who are presumably employees who have less ability to influence the policy of firms). Chart II-5 re-presents the projected job losses shown in Chart II-4 as a share of the February 2020 labor force, along with a probability-weighted path that assumes a 75% chance that employer WFH plans will prevail. The chart highlights that WFH arrangements would have the effect of raising the unemployment rate by approximately 0.35%. However, relative to a pre-pandemic starting point of 3.5%, this would raise the unemployment rate to a level that would still be within the Fed’s NAIRU estimates (Chart II-6). Therefore, the “stickiness” of WFH arrangements alone do not seem to be a barrier to the labor market returning to the Fed’s assessment of “maximum employment,” suggesting that the conditions for liftoff may be met earlier than currently anticipated by investors. Chart II-5CBD Job Losses Will Not Be Trivial, But They Will Not Be Enormous July 2021 July 2021 Chart II-6Sticky WFH Policies Will Not Prevent A Return To Maximum Employment Sticky WFH Policies Will Not Prevent A Return To Maximum Employment Sticky WFH Policies Will Not Prevent A Return To Maximum Employment The Impact Of Lower Office Building Construction A permanently reduced office footprint could also conceivably impact the US economy through reduced nonresidential structures investment, as builders of commercial real estate cease to construct new office towers in response to expectations of a long-lasting glut. However, several points highlight that the negative impact on growth from US office tower construction will be even smaller than the CBD employment impact of reduced office worker presence that we noted above. First, Chart II-7 highlights the overall muted impact that nonresidential building investment has had on real GDP growth by removing the contribution to growth from nonresidential structures and for overall nonresidential investment. The chart clearly highlights that the historically positive contribution to real US output from capital expenditures over the past four decades has come from investment in equipment and intellectual property products, not from structures. Chart II-8 echoes this point, by highlighting that US real investment in nonresidential structures has in fact been flat since the early-1980s, contributing positively and negatively to growth only on a cyclical basis (not on a structural basis). Chart II-7Structures Have Not Contributed Significantly To US Growth For Some Time Structures Have Not Contributed Significantly To US Growth For Some Time Structures Have Not Contributed Significantly To US Growth For Some Time Chart II-8Nonresidential Structures Investment Has Been Flat For Four Decades Nonresidential Structures Investment Has Been Flat For Four Decades Nonresidential Structures Investment Has Been Flat For Four Decades Second, Table II-3 highlights that office properties make up a small portion of investment in private nonresidential structures. In 2019, nominal investment in office structures amounted to $85 billion, compared with $630 billion in overall structures investment, meaning that office properties amounted to just 13% of structures investment. Table II-3Office Structures Investment Is A Small Share Of Total Structures Investment July 2021 July 2021 Table II-4Conceivably, Vacant Office Properties Could Be Converted To Luxury Residential Units July 2021 July 2021 Third, it is true that investment is a flow and not a stock variable, meaning that, if the net stock of office buildings were to fall as a result from WFH policies, then the US economy would see a potentially persistently negative rate of growth from nonresidential structures (which would constitute a drag on growth). But if the net stock were instead to remain flat, then gross office property investment should equal the depreciation of those structures. The second column of Table II-3 highlights that current-cost depreciation of office structures was $53 billion in 2019 (versus nominal gross investment of $85 billion). Had office property investment been ~$30 billion lower in 2019, it would have reduced nominal GDP by a mere 14 basis points (resulting in an annual growth rate of 3.84%, rather than 3.98%). Fourth, there is good reason to believe that the net stock of office properties will stay flat, as the economics of converting offices to luxury housing units (whose demand is not substantially affected by factors such as commuting) – either fully or partially into mixed-use buildings – appear to be plausible. Table II-4 highlights that the average annual asking rent for office space per square foot in Manhattan was $73.23 in Q1 2021, and that the recent median listing home price per square foot is roughly $1,400. In a frictionless world where office space could be instantly and effortlessly sold as residential property, existing prices would imply a healthy (gross) rental yield of 5.2%. Thoughts On The Future Of Office Properties Of course, reality is far from frictionless. There are several barriers that will slow office-to-residential conversion as well as construction costs, which will meaningfully lower the net value of existing office real estate in large central business districts such as Manhattan. In a recent article in the Washington Post, Roger K. Lewis, retired architect and Professor Emeritus of Architecture at the University of Maryland, College Park, detailed several of these technical barriers (which we summarize below).3 Office buildings are typically much wider than residential buildings, the latter usually being 60 to 65 feet in width in order to enable windows and natural light in living/dining rooms and bedrooms. This suggests that office-to-residential conversion might require modifying the basic structure of office buildings, including cutting open parts of roof and floor plates on upper building levels to bring natural light into habitable and interior rooms, and other costly structural modifications to address the additional plumbing and infrastructure that will be needed. Lewis noted that floor-to-floor dimensions are typically larger in office buildings, which is beneficial for office-to-residential conversion because increased room heights augments the sense of space and openness, while allowing natural light to penetrate farther into the apartment. It also allows for extra space to place needed additional building infrastructure, such as sprinkler pipes, electrical conduits, light fixtures, and air ducts. But unique apartment layouts are often needed to use available floor space effectively in an office-to-residential conversion, which will increase design costs and raise the risk that nonstandard layouts may result in unforeseen quality-of-living problems that will necessitate additional future construction to correct. Zoning regulations and building code constraints will likely add another layer of costs to office-to-housing conversions, as these rules are written for conventional buildings, meaning that special exceptions or even regulatory changes are likely to be required. So it is clear that the process of converting office space to residential property will be a costly endeavor for office tower owners, which will likely reduce the net present value of these properties relative to pre-pandemic levels. But; this process appears to be feasible and, when faced with the alternative of persistently high vacancy rates and lost revenue, our sense is that office tower owners will choose this route – thus significantly reducing the likelihood that the growth in national gross investment in office properties will fall below the rate of depreciation. In addition, the trend in suburban and CBD office property prices suggests that there are two other possible alternatives to widespread office-to-residential conversion that would also argue against a significant and long-lasting decline in office structures investment. Chart II-9 highlights that the average asking rent has already fallen significantly in most Manhattan submarkets, and Chart II-10 highlights that suburban office prices are accelerating and rising at the strongest pace relative to CBD office prices over the past two decades, possibly in response to increased demand for workspace that is closer to home for many workers who previously commuted to CBDs. Chart II-9Working From The Office Is Getting Cheaper July 2021 July 2021 Chart II-10Suburban Offices Are Getting More Expensive Suburban Offices Are Getting More Expensive Suburban Offices Are Getting More Expensive Thus, the first alternative outcome to CBD office-to-residential conversion is that an increase in suburban office construction offsets the negative impact of outright reductions in CBD office investment if residential conversions prove to be too costly or too technically challenging. The second alternative is that owners of CBD office properties “clear the market” by dramatically cutting rental rates even further, to alter the cost/benefit calculation for firms planning permissive WFH policies. We doubt that existing rents reflect the extent of vacancies in large cities such as Manhattan, so we would expect further CBD office price declines in this scenario. But if owners of centrally-located office properties face significant conversion costs and a decline in the net present value of these buildings is unavoidable and its magnitude uncertain, owners may choose to cut prices drastically as the simpler solution. Investment Conclusions Holding all else equal, the fact that owners of CBD office properties are likely to experience some permanent decline in the value of these real estate assets is not a positive development for economic activity. But these losses will be experienced by firms, investors, and ultra-high net worth individuals with strong marginal propensities to save, suggesting that the economic impact from this shock will be minimal. And as we highlighted above, a decline in the pace of gross office building investment to the depreciation rate will have a minimal impact on the overall economy. This leaves the likely impact on CBD employment as the main channel by which WFH policies are likely to affect monetary policy. As we noted above and as discussed in Section 1 of our report, the Fed is now focused entirely on the return of the labor market to maximum employment, which we interpret as an unemployment rate within the range of the Fed’s NAIRU estimates (3.5% - 4.5%) and a return to a pre-pandemic labor force participation rate. Chart II-11On A One-Year Time Horizon, Favor Value Over Growth On A One-Year Time Horizon, Favor Value Over Growth On A One-Year Time Horizon, Favor Value Over Growth Our analysis indicates that WFH policies may structurally raise the unemployment rate by 0.3 to 0.4%. While non-trivial, when compared with a pre-pandemic unemployment rate of 3.5%, this suggests that WFH policies alone are not likely to cause a long-term deviation from the Fed’s maximum employment objective. The implication is that job growth over the coming year could be even stronger than the Fed and investors expect, which could mean that the Fed may begin lifting rates by the middle of next year barring a major disruption in the ongoing transition to a post-pandemic world. This is earlier than we currently expect, but the fact that it would also be earlier than what is currently priced into the OIS curve underscores that fixed-income investors should remain short duration on a 6-12 month time horizon. In addition, as noted in Section 1 of our report, while value stocks may underperform growth stocks over the coming 3-4 months,4 rising bond yields over the coming year will ultimately favor value stocks and will likely weigh on elevated tech sector valuations. Chart II-11 highlights that the relative valuation of growth stocks remains above its pre-pandemic starting point (Chart II-11), suggesting that investors should continue to favor MSCI-benchmarked value over growth positions over a 6-12 month time horizon. Finally, as also noted in Section 1 of our report, we do not expect rising bond yields to prevent stock prices from grinding higher over the coming year, unless investor expectations for the terminal fed funds rate move sharply higher – an event that seems unlikely, although not impossible, before monetary policy actually begins to tighten. Jonathan LaBerge, CFA Vice President The Bank Credit Analyst Footnotes 1 Please see The Bank Credit Analyst "June 2021," dated May 27, 2021, available at bca.bcaresearch.com 2 Readers should note that the desired share of paid work from home days post-COVID among employees is shown to be lower in Table II-1 than what is implied by Chart II-1 on a weighted-average basis. This is due to the fact that Table II-1 excludes responses from the May 2020 survey wave, because the authors did not ask about employer intensions during that wave. This underscores that the average desired number of paid days working from home declined somewhat over time, and thus argues for the value shown in Table II-1 as the best estimate for employee preferences. 3 Roger K. Lewis, “Following pandemic, converting office buildings into housing may become new ‘normal,’ Washington Post, April 3, 2021. 4 Please see US Equity Strategy "Rotate Into Growth Stocks, Be Granular In The Selection Of Cyclicals," dated June 14, 2021, available at uses.bcaresearch.com

Highlights The ongoing transition to a post-pandemic state and fiscal policy are either positive or net-neutral for risky asset prices. Fiscal thrust will turn to fiscal drag over the coming year, but the negative impact this will have on goods spending will likely be offset by a significant improvement in services spending, and thus is not likely to cause a concerning slowdown in overall economic activity. A modestly hawkish shift in the outlook for monetary policy is likely over the coming year, potentially occurring over the late summer or early fall in response to outsized jobs growth. However, such a shift is not likely to become a negative driver for risky asset prices over the coming 6-12 months, barring a major rise in market expectations for the neutral rate of interest. This may very well occur once the Fed begins to raise interest rates, but not likely before. Investors should overweight risky assets within a multi-asset portfolio, and fixed-income investors should maintain a below-benchmark duration position. We continue to favor value over growth on a 6-12 month time horizon, although growth may outperform in the near term. A bias toward value over the coming year supports an overweight stance toward global ex-US equities, and an overall pro-risk stance favors bearish US dollar bets. Feature Three factors continue to drive our global macroeconomic outlook and our cyclical investment recommendations. The first factor is our assessment of the global progress that is being made on the path to a post-pandemic state, and the return to pre-COVID economic conditions; the second is the likely contribution to growth from fiscal policy over the coming year; and the third is the outlook for monetary policy and whether or not monetary conditions will remain stimulative for both economic activity and financial markets. If the world continues to progress meaningfully on the path to a post-pandemic state, and if the impact of fiscal and monetary policy remains in line with market expectations, then we see no reason to alter our recommended investment stance. Equity market returns will be modest over the coming 6 to 12 months in this scenario given how significantly stocks have rebounded from their low last year, but we would still expect stocks to outperform bonds and would generally be pro-cyclically positioned. We present below our assessment of these three factors and their potential to deviate from consensus expectations over the coming year, to determine their likely impact on economic activity and financial markets. The Ongoing Transition To A Post-Pandemic World Chart I-1Enormous Progress Has Been Made In The Fight Against COVID-19 Enormous Progress Has Been Made In The Fight Against COVID-19 Enormous Progress Has Been Made In The Fight Against COVID-19 Chart I-1 highlights that meaningful progress continues to be made in vaccinating the world's population against COVID-19. North America and Europe continue to lead the rest of the world based on the share of people who have received at least one dose, but South America continues to make significant gains, and recent data updates highlight that Asia and Oceania are also making meaningful progress. Africa is the clear laggard in the war against SARS-COV-2 and its variants, but progress there has been delayed, at least in part, by India’s export restrictions of the Oxford-AstraZeneca/COVISHIELD vaccine. This suggests that, while Africa will continue to lag, the share of Africans provided with a first dose of vaccine will begin to rise once India resumes its exports and deliveries to African countries under the COVAX program continue. If variants of the disease were not a source of concern, Chart I-1 would highlight that the full transition to a post-pandemic economy over the next several months would be near certain. However, as evidenced by the recent decision in the UK to postpone the lifting of COVID-19 restrictions by 4 weeks due to the spreading of the Delta variant, the global economy is not entirely out of the woods yet. Encouragingly, the delay in the UK genuinely appears to be temporary. Chart I-2 highlights that while the number of confirmed UK COVID-19 cases has been rising over the past month, the uptick in hospitalizations and fatalities has so far been quite muted. Importantly, the rise in hospitalizations appears to be occurring among those who have not yet been fully vaccinated, underscoring that variants of the disease are only truly concerning if they are vaccine-resistant. The evidence so far is that the Delta variant is more transmissible and may increase the risk of hospitalization, but that two doses of COVID-19 vaccine offer high protection. Of course, vaccines only offer protection if you get them, and evidence of vaccination hesitancy in the US is thus a somewhat worrying sign. Chart I-3 shows that the daily pace of vaccinations in the US has slowed significantly from mid-April levels, resulting in a slower rise in the share of the population that has received at least one dose (second panel). On this metric, the US has recently been outpaced by Canada, and the gap between the UK and the US is now widening. Germany and France are close behind the US and may surpass it soon. Chart I-2The UK Delay In Removing Restrictions Seems Genuinely Temporary The UK Delay In Removing Restrictions Seems Genuinely Temporary The UK Delay In Removing Restrictions Seems Genuinely Temporary Chart I-3Recent Vaccination Progress In The US Has Been Underwhelming Recent Vaccination Progress In The US Has Been Underwhelming Recent Vaccination Progress In The US Has Been Underwhelming   Sadly, Chart I-4 highlights that there is a political dimension to vaccine hesitancy in the US. The chart shows that state by state vaccination rates as a share of the population are strongly predicted by the share of the popular vote for Donald Trump in the 2020 US presidential election. Admittedly, part of this relationship may also be capturing an urban/rural divide, with residents in less-dense rural areas (which typically support Republican presidential candidates) perhaps feeling a lower sense of urgency to become vaccinated against the disease. Chart I-4The US Politicization Of Vaccines Raises The Risk From COVID-19 Variants July 2021 July 2021 But given the clear politicization that has already occurred over some pandemic control measures, such as the wearing of masks, Chart I-4 makes it difficult to avoid the conclusion that the same thing has occurred for vaccines. This is unfortunate, and seemingly raises the risk that the Delta variant may spread widely in red states over the coming several months, potentially delaying economic reopening, or risking the reintroduction of pandemic control measures. However, there are two counterarguments to this concern. First, non-vaccine immunity is probably higher in red than blue states, and CDC data suggest that this effect could be large. While this figure is still preliminary and subject to change (and likely will), the CDC estimates that only 1 out of 4.3 cases of COVID-19 were reported from February 2020 to March 2021. Taken at face value, this implies that there were approximately 115 million infections during that period, compared with under 30 million reported cases. That gap accounts for 25% of the US population, and given that red states were slower to implement pandemic control measures last year and their residents often more resistant to the measures, it stands to reason that a disproportionate share of unreported cases occurred in these states. Second, as noted above, the evidence thus far suggests that the Delta variant is not vaccine resistant, at least for those who are fully vaccinated. This is significant because if Delta were to spread widely in red states over the coming several months, the resulting increase in hospitalizations would likely convince many vaccine hesitant Americans to become vaccinated out of fear and self-interest – two powerfully motivating factors. Thus, the Delta variant may become a problem for the US in the fall, but if that occurs a solution is not far from sight. And, in other developed countries where vaccine hesitancy rates appear to be lower, it would seem that a new, vaccine-resistant variant of the disease would likely be required in order to cause a major disruption in the transition to a post-pandemic state. Such a variant could emerge, but we have seen no evidence thus far that one will before vaccination rates reach levels that would slash the odds of further widespread mutation. Fiscal Policy: Passing The Baton To Services Spending Chart I-5 highlights that US fiscal policy is set to detract from growth over the coming 6-12 months, reflecting the one-off nature of some of the fiscal response to the pandemic. This is true outside of the US as well, as Chart I-6 highlights that the IMF is forecasting a two percentage point increase in the Euro Area’s cyclically-adjusted primary budget balance, representing a significant amount of fiscal drag relative to the past two decades. Chart I-5Fiscal Thrust Will Eventually Turn To Fiscal Drag In The US… July 2021 July 2021 Should investors be concerned about the impact of fiscal drag on advanced economies over the coming year? In our view, the answer is no. The reason is that much of the fiscal response in the US and Europe has been aimed at supporting income that has been lost due to a drastic reduction in services spending, which will continue to recover over the coming months as the effect of the pandemic continues to ebb. Chart I-7 underscores this point by highlighting the “gap” in US consumer goods and services spending relative to its pre-pandemic trend. The chart highlights that US goods spending is running well above what would be expected, whereas there is a sizeable gap in services spending (which accounts for approximately 70% of US personal consumption expenditures). Goods spending will likely slow as fiscal thrust turns to fiscal drag, but services spending will improve meaningfully – aided not just by a post-pandemic normalization in economic activity, but also by the sizeable amount of excess savings that US households have accumulated over the past year (Chart I-7, panel 2). Chart I-6... And In Europe ... And In Europe ... And In Europe Chart I-7But Reduced Transfers Will Only Impact Spending On Goods, Not Services But Reduced Transfers Will Only Impact Spending On Goods, Not Services But Reduced Transfers Will Only Impact Spending On Goods, Not Services While some of these savings have already been deployed to pay down debt and some may be permanently saved in anticipation of higher future taxes, the key point for investors is that the negative impact on goods spending from reduced fiscal thrust will be offset by a significant improvement in services spending, and thus is not likely to cause a concerning slowdown in overall economic activity. Monetary Policy: A Modestly Hawkish Shift Is Likely This leaves us with the question of whether or not monetary policy will become a negative driver for risky asset prices over the coming 6-12 months, which is especially relevant following last week’s FOMC meeting. The updated “dot plot” following the meeting shows that 7 of the 18 FOMC participants anticipate a rate hike in 2022, and the majority (13 members) expect at least one rate hike before the end of 2023, raising the median forecast for the Fed funds rate to 0.6% by the end of that year. Chart I-8 highlights that while 10-year Treasury yields remains mostly unchanged following the meeting, yields moved higher at the short-end and middle of the curve. Chart I-8The FOMC Meeting Resulted In Higher Short- And Mid-Term Yields The FOMC Meeting Resulted In Higher Short- And Mid-Term Yields The FOMC Meeting Resulted In Higher Short- And Mid-Term Yields Investor fears that the Fed may shift in a significantly hawkish direction at some point over the next year have been far too focused on inflation, and far too little focused on employment. It is not a coincidence that the Fed’s guidance was updated following the May jobs report, which saw a stronger pace of jobs growth relative to April. Table I-1 updates our US Bond Strategy service’s calculations showing the average monthly nonfarm payroll growth that will be required for the unemployment rate to reach 3.5-4.5% assuming a full recovery in the participation rate, which is the range of the Fed’s NAIRU estimates. May’s payroll growth number of 560k implies that the Fed’s maximum employment criterion will be met sometime between June and September next year, if monthly payroll growth continues at that pace. Table I-1Calculating The Distance To Maximum Employment July 2021 July 2021 Chart I-9Lighter Restrictions In Blue States Will Push Down The Unemployment Rate Lighter Restrictions In Blue States Will Push Down The Unemployment Rate Lighter Restrictions In Blue States Will Push Down The Unemployment Rate It is currently difficult to assess with great confidence what average payroll growth will prevail over the coming year, but we noted in last month’s report that there were compelling arguments in favor of outsized jobs growth this fall.1 In addition to those points, we note the following: Blue states have generally been slower to reopen their economies, and Chart I-9 highlights that these states have consequently been slower to return to their pre-pandemic unemployment rate. Among blue states, California and New York are the largest by population, and it is notable that both states only lifted most COVID-19 restrictions on June 15 – including the wearing of masks in most settings. This implies that services jobs are likely to grow significantly in these states over the coming few months. Both consensus private forecasts as well as the Fed’s expectation for real GDP growth imply that the output gap will be closed by Q4 of this year (Chart I-10). These expectations appear to be reasonable, given the substantial amount of excess savings that have been accumulated by US households and the fact that monetary policy remains extremely stimulative. When the output gap turned positive during the last economic cycle, the unemployment rate was approximately 4% – well within the Fed’s NAIRU range. Chart I-10 also shows that the Fed’s 7% real GDP growth forecast for this year would put the output gap above its pre-pandemic level, when the unemployment rate stood at 3.5%. In fact, it is possible that annualized Q2 real GDP growth will disappoint current consensus expectations of 10%, due to the scarcity of labor supply (scarcity that will be eased by labor day when supplemental unemployment insurance benefit programs end). Were Q2 GDP to disappoint due to supply-side limitations, it would strengthen the view that job gains will be very strong this fall ceteris paribus, as it would highlight that real output per worker cannot rise meaningfully further in the short-term and that stronger growth later in the year will necessitate very large job gains. Chart I-11 highlights that US air travel and New York City subway ridership have already returned close to 75% and 50% of their pre-pandemic levels, respectively. Based on the trend over the past three months, the chart implies that air travel will return to its pre-pandemic levels by mid-October of this year, and New York City subway ridership by June 2022. This underscores that travel-related services employment will recover significantly in the fall, and that jobs in downtown cores will rebound as office workers progressively return to work. Chart I-10Expectations For Growth This Year Suggest A Rapid Decline In The Unemployment Rate Expectations For Growth This Year Suggest A Rapid Decline In The Unemployment Rate Expectations For Growth This Year Suggest A Rapid Decline In The Unemployment Rate Chart I-11Services Employment Will Recover In The Fall Services Employment Will Recover In The Fall Services Employment Will Recover In The Fall   On the latter point, one major outstanding question affecting the outlook for monetary policy is the magnitude of the likely permanent impact of work from home policies on employment in central business districts. Fewer office workers commuting to downtown office locations suggests that some jobs in the leisure & hospitality, retail trade, professional & business services, and other services industries will never return or will be very slow to do so, arguing for a longer return to maximum employment (and the Fed’s liftoff date). We examine this question in depth in Section 2 of this month’s report, and find that the “stickiness” of work from home policies will likely cause permanent central business job losses on the order of 575k (or 0.35% of the February 2020 labor force). While this would be non-trivial, when compared with a pre-pandemic unemployment rate of 3.5%, WFH policies alone are not likely to cause a long-term deviation from the Fed’s maximum employment objective. Outsized jobs growth this fall, at a pace that quickly reduces the unemployment rate, argues for a first Fed rate hike that is even earlier than the market expects. Chart I-12 presents The Bank Credit Analyst service’s current assessment of the cumulative odds of the Fed’s liftoff date by quarter; we believe that it is likely that the Fed will have raised rates by Q3 of next year, and that a rate hike in the first half of 2022 is a possibility. These odds are slightly more aggressive than those presented by our fixed-income strategists in a recent Special Report,2 but are consistent with their view that the Fed will raise interest rates by the end of next year. Chart I-12The Bank Credit Analyst’s Assessment Of The Odds Of The First Rate Hike July 2021 July 2021 The odds presented in Chart I-12 are also more hawkish than the Fed funds rate path currently implied by the OIS curve, meaning that we expect investors to be somewhat surprised by a shifting monetary policy outlook at some point over the coming year, potentially over the next 3-6 months. Payroll growth during the late summer and early fall will be a major test for the employment outlook, and is the most likely point for a hawkish shift in the market’s view of monetary policy. Is this likely to become a negative driver for risky asset prices over the coming 6-12 months? In our view, the answer is “probably not.” While investors tend to focus heavily on the timing of the first rate hike as monetary policy begins to tighten, the reality is that it is the least relevant factor driving the fair value of 10-year Treasury yields. Investor expectations for the pace of tightening and especially for the terminal Fed funds rate are far more important, and, while it is quite possible that expectations for the neutral rate of interest will eventually rise, it seems unlikely that this will occur before the Fed actually begins to raise interest rates given that most investors accept the secular stagnation narrative and the view that “R-star” is well below trend rates of growth (we disagree).3 Chart I-13 highlights the fair value path of 10-year Treasury yields until the end of next year, assuming a 2.5% terminal Fed funds rate, no term premium, and a rate hike pace of 1% per year. The chart highlights that while government bond yields are set to move higher over the coming 6-12 months, they are likely to remain between 2-2.5%. This would drop the equity risk premium to a post-2008 low (Chart I-14), which would further reduce the attractiveness of stocks relative to bonds. But we doubt that this would be enough of a decline to cause a selloff, and it would still imply a stimulative level of interest rates for households and firms. Chart I-1310-Year Yields Will Rise Over The Coming Year, But Not Sharply 10-Year Yields Will Rise Over The Coming Year, But Not Sharply 10-Year Yields Will Rise Over The Coming Year, But Not Sharply Chart I-14Rising Yields Will Cause An Unwelcome But Contained Decline In The ERP Rising Yields Will Cause An Unwelcome But Contained Decline In The ERP Rising Yields Will Cause An Unwelcome But Contained Decline In The ERP   Investment Conclusions Among the three factors driving our global macroeconomic outlook and our cyclical investment recommendations, continued progress on the path toward a post-pandemic state and fiscal policy remain either positive or mostly neutral for risky assets. A potentially hawkish shift in the outlook for monetary policy this fall remains the chief risk, but we expect the rise in bond yields over the coming year to remain well-contained barring a sea change in investor expectations for the terminal Fed funds rate – which we believe is unlikely to occur before the Fed begins to raise interest rates. Consequently, we continue to recommend that investors should overweight risky assets within a multi-asset portfolio, and that fixed-income investors should maintain a below-benchmark duration position. We expect modest absolute returns from global equities, but even mid-single digit returns are likely to beat those from long-dated government bonds and cash positions. While value stocks may underperform growth stocks over the coming 3-4 months,4 rising bond yields over the coming year will ultimately favor value stocks and will likely weigh on elevated tech sector (and therefore growth stock) valuations (Chart I-15). Chart I-16 highlights that the attractiveness of US value versus growth is meaningfully less compelling for the S&P 500 Citigroup indexes, suggesting that investors should continue to favor MSCI-benchmarked value over growth positions over a 6-12 month time horizon.5 Chart I-15Value Is Extremely Cheap Value Is Extremely Cheap Value Is Extremely Cheap Chart I-16Value Vs. Growth: The Benchmark Matters Value Vs. Growth: The Benchmark Matters Value Vs. Growth: The Benchmark Matters   The likely outperformance of value versus growth also has implications for regional allocation within a global equity portfolio. The US is significantly overweight broadly-defined technology relative to global ex-US stocks, and financials – which are overrepresented in value indexes – have already meaningfully outperformed in the US this year compared with their global peers and are now rolling over (Chart I-17). This underscores that investors should favor ex-US stocks over the coming year, skewed in favor of DM ex-US given that China’s credit impulse continues to slow (Chart I-18). Chart I-17Favor Global Ex-US Stocks Over The Coming Year Favor Global Ex-US Stocks Over The Coming Year Favor Global Ex-US Stocks Over The Coming Year Chart I-18Concentrate Global Ex-US Exposure In Developed Markets Concentrate Global Ex-US Exposure In Developed Markets Concentrate Global Ex-US Exposure In Developed Markets   Finally, global ex-US stocks also tend to outperform when the US dollar is falling, and we would recommend that investors maintain a short dollar position on a 6-12 month time horizon despite the recent bounce in the greenback. Chart I-19 highlights that the dollar remains strongly negatively correlated with global equity returns, and that the dollar’s performance over the past year has been almost exactly in line with what one would have expected given this relationship. Thus, a bullish view toward global stocks implies both US dollar weakness and global ex-US outperformance over the coming year. Chart I-19A Bullish View Towards Global Stocks Implies A Dollar Bear Market A Bullish View Towards Global Stocks Implies A Dollar Bear Market A Bullish View Towards Global Stocks Implies A Dollar Bear Market Jonathan LaBerge, CFA Vice President The Bank Credit Analyst June 24, 2021 Next Report: July 29, 2021   II. Work From Home “Stickiness” And The Outlook For Monetary Policy Work from home policies, originally designed as emergency measures in the early phase of the COVID-19 pandemic, are likely to be “sticky” in a post-pandemic world. This will negatively impact the labor market in central business districts, via reduced spending on services by office workers. The potential impact of working from home is often cited as an example of what is likely to be a lasting and negative effect on jobs growth, but we find that it is not likely to be a barrier to the labor market returning to the Fed’s assessment of “maximum employment.” The size of the impact depends importantly on whether employee preferences or employer plans for WFH prevail, but our sense is that the latter is more likely. A weaker pace of structures investment in response to elevated office vacancy rates will likely have an even smaller impact on growth than the effect of reduced central business district services employment. The contribution to growth from structures investment has been small over the past few decades, office building construction is a small portion of overall nonresidential structures, and there are compelling arguments that the net stock of office structures will stay flat, rather than decline. Our analysis suggests that job growth over the coming year could be even stronger than the Fed and investors expect, possibly resulting in a first rate hike by the middle of next year. This would be earlier than we currently anticipate, but it underscores that fixed-income investors should remain short duration on a 6-12 month time horizon, and that equity investors should favor value over growth positions beyond the coming 3-4 months. The outlook for US monetary policy over the next 12 to 18 months depends almost entirely on the outlook for employment. Many investors are focused on the potential for elevated inflation to force the Fed to raise interest rates earlier than it currently anticipates, but it is the progress in returning to “maximum employment” that will determine the timing of the first Fed rate hike – and potentially the speed at which interest rates rise once policy begins to tighten. In this report, we estimate the extent to which the “stickiness” of working from home (WFH) policies and practices could leave a lasting negative impact on the US labor market. We noted in last month's report that a large portion of the employment gap relative to pre-pandemic levels can be traced to the leisure & hospitality and professional and business services industries, both of which – along with retail employment – stand to be permanently impaired if the office worker footprint is much lower in a post-COVID world.6 Using employee surveys and a Monte Carlo approach, we present a range of estimates for the permanent impact of WFH policies on the unemployment rate, and separately examine the potential for lower construction of office properties to weigh on growth. We find that the impact of reduced office building construction is likely to be minimal, and that WFH policies may structurally raise the unemployment rate by 0.3 to 0.4%. While non-trivial, when compared with a pre-pandemic unemployment rate of 3.5%, WFH policies alone are not likely to cause a long-term deviation from the Fed’s maximum employment objective. Relative to the Fed’s expectations of a strong, lasting impact on the labor market from the pandemic, this suggests that job growth over the coming year could be even stronger than the Fed and investors expect, possibly resulting in a first rate hike by the middle of next year. This would be earlier than we currently anticipate, but it underscores that fixed-income investors should remain short duration on a 6-12 month time horizon, and that equity investors should favor value over growth positions beyond the coming 3-4 months (a period that may see outperformance of the latter). Quantifying The Labor Market Impact Of The New Normal For Work In a January paper, Barrero, Bloom, and Davis (“BBD”) presented evidence arguing why working from home will “stick.” The authors surveyed 22,500 working-age Americans across several survey “waves” between May and December 2020, and asked about both their preferences and their employer’s plans about working from home after the pandemic. Chart II-1 highlights that the desired amount of paid work from home days (among workers who can work from home) reported by the survey respondents is to approximately 55% of a work week, suggesting that a dramatic reduction in office presence would likely occur if post-pandemic WFH policies were set fully in accordance with worker preferences. Chart II-1Employee Preferences Imply A Dramatic Reduction In Post-COVID Office Presence July 2021 July 2021 However, Table II-1 highlights that employer plans for work from home policies are meaningfully different than those of employees. The table highlights that employers plan for employees to work from home for roughly 22% of paid days post-pandemic, which essentially translates to one day per week on average.7 BBD noted that CEOs and managers have cited the need to support innovation, employee motivation, and company culture as reasons for employees’ physical presence. Managers believe physical interactions are important for these reasons, but employees need only be on premises for about three to four days a week to achieve this. Table II-1 also shows that employers plan to allow higher-income employees more flexibility in terms of working from home, and less flexibility to employees whose earnings are between $20-50k per year. Table II-1Employer Plans, However, Imply Less Working From Home Than Employees Prefer July 2021 July 2021 Based on the survey results, BBD forecast that expenditure in major cities such as Manhattan and San Francisco will fall on the order of 5 to 10%. In order to understand the national labor market impact of work from home policies and what implications this may have on monetary policy, we scale up BBD’s calculations using a Monte Carlo approach that incorporates estimate ranges for several factors: The percent of paid days now working from home for office workers The amount of money spent per week by office workers in central business districts (“CBDs”) The number of total jobs in CBDs The percent of CBD jobs in industries likely to be negatively impacted by reduced office worker expenditure The average weekly earnings of affected CBD workers The average share of business revenue not attributable to strictly variable expenses The percent of affected jobs likely to be recovered outside of CBDs Our approach is as follows. First, we calculate the likely reduction in nationwide CBD spending from reduced office worker presence by multiplying the likely percent of paid days now permanently working from home by the number of total jobs in CBDs and the average weekly spending of office workers. This figure is then increased due to the estimated acceleration in net move outs from principal urban centers in 2020 (Chart II-2); we assume a 5% savings rate and an average annual salary of $50k for these resident workers, and assume that all of their spending occurred within CBDs. We also assume that roughly 50% of jobs connected to this spending are recovered. Chart II-2Fewer Residents Will Also Lower Spending In Central Business Districts July 2021 July 2021 Then, we calculate the gross number of jobs lost in leisure & hospitality, retail trade, and other services by multiplying this estimate of lost spending by an estimate of non-variable costs as a share of revenue for affected industries, and dividing the result by average weekly earnings of affected employees. For affected CBD employees in the administrative and waste services industry, we simply assume that the share of jobs lost matches the percent of paid days now permanently working from home. Finally, we adjust the number of jobs lost by multiplying by 1 minus an assumed “recovery” rate, given that some of the reduction in spending in CBDs will simply be shifted to areas near remote workers’ residences. We assume a slightly lower recovery rate for lost jobs in the administrative and waste services industry. Table II-2 highlights the range of outcomes for each variable used in our simulation, and Charts II-3 and II-4 present the results. The charts highlight that the distribution of outcomes based on employer WFH intensions suggest high odds that nationwide job losses in CBDs due to reduced office worker presence will not exceed 400k. Based on average employee preferences, that number rises to roughly 800-900k. Table II-2The Factors Affecting Permanent Central Business District Job Losses July 2021 July 2021 Chart II-3The Probability Distribution Of CBD Jobs Lost… July 2021 July 2021 Chart II-4…Based On Our Monte Carlo Approach July 2021 July 2021   This raises the question of whether employer plans or employee preferences for WFH arrangements will prevail. Our sense is that it will be closer to the former, given that we noted above that employer WFH plans are the least flexible for employees whose earnings are between $20-50k per year (who are presumably employees who have less ability to influence the policy of firms). Chart II-5 re-presents the projected job losses shown in Chart II-4 as a share of the February 2020 labor force, along with a probability-weighted path that assumes a 75% chance that employer WFH plans will prevail. The chart highlights that WFH arrangements would have the effect of raising the unemployment rate by approximately 0.35%. However, relative to a pre-pandemic starting point of 3.5%, this would raise the unemployment rate to a level that would still be within the Fed’s NAIRU estimates (Chart II-6). Therefore, the “stickiness” of WFH arrangements alone do not seem to be a barrier to the labor market returning to the Fed’s assessment of “maximum employment,” suggesting that the conditions for liftoff may be met earlier than currently anticipated by investors. Chart II-5CBD Job Losses Will Not Be Trivial, But They Will Not Be Enormous July 2021 July 2021 Chart II-6Sticky WFH Policies Will Not Prevent A Return To Maximum Employment Sticky WFH Policies Will Not Prevent A Return To Maximum Employment Sticky WFH Policies Will Not Prevent A Return To Maximum Employment The Impact Of Lower Office Building Construction A permanently reduced office footprint could also conceivably impact the US economy through reduced nonresidential structures investment, as builders of commercial real estate cease to construct new office towers in response to expectations of a long-lasting glut. However, several points highlight that the negative impact on growth from US office tower construction will be even smaller than the CBD employment impact of reduced office worker presence that we noted above. First, Chart II-7 highlights the overall muted impact that nonresidential building investment has had on real GDP growth by removing the contribution to growth from nonresidential structures and for overall nonresidential investment. The chart clearly highlights that the historically positive contribution to real US output from capital expenditures over the past four decades has come from investment in equipment and intellectual property products, not from structures. Chart II-8 echoes this point, by highlighting that US real investment in nonresidential structures has in fact been flat since the early-1980s, contributing positively and negatively to growth only on a cyclical basis (not on a structural basis). Chart II-7Structures Have Not Contributed Significantly To US Growth For Some Time Structures Have Not Contributed Significantly To US Growth For Some Time Structures Have Not Contributed Significantly To US Growth For Some Time Chart II-8Nonresidential Structures Investment Has Been Flat For Four Decades Nonresidential Structures Investment Has Been Flat For Four Decades Nonresidential Structures Investment Has Been Flat For Four Decades Second, Table II-3 highlights that office properties make up a small portion of investment in private nonresidential structures. In 2019, nominal investment in office structures amounted to $85 billion, compared with $630 billion in overall structures investment, meaning that office properties amounted to just 13% of structures investment. Table II-3Office Structures Investment Is A Small Share Of Total Structures Investment July 2021 July 2021 Table II-4Conceivably, Vacant Office Properties Could Be Converted To Luxury Residential Units July 2021 July 2021 Third, it is true that investment is a flow and not a stock variable, meaning that, if the net stock of office buildings were to fall as a result from WFH policies, then the US economy would see a potentially persistently negative rate of growth from nonresidential structures (which would constitute a drag on growth). But if the net stock were instead to remain flat, then gross office property investment should equal the depreciation of those structures. The second column of Table II-3 highlights that current-cost depreciation of office structures was $53 billion in 2019 (versus nominal gross investment of $85 billion). Had office property investment been ~$30 billion lower in 2019, it would have reduced nominal GDP by a mere 14 basis points (resulting in an annual growth rate of 3.84%, rather than 3.98%). Fourth, there is good reason to believe that the net stock of office properties will stay flat, as the economics of converting offices to luxury housing units (whose demand is not substantially affected by factors such as commuting) – either fully or partially into mixed-use buildings – appear to be plausible. Table II-4 highlights that the average annual asking rent for office space per square foot in Manhattan was $73.23 in Q1 2021, and that the recent median listing home price per square foot is roughly $1,400. In a frictionless world where office space could be instantly and effortlessly sold as residential property, existing prices would imply a healthy (gross) rental yield of 5.2%. Thoughts On The Future Of Office Properties Of course, reality is far from frictionless. There are several barriers that will slow office-to-residential conversion as well as construction costs, which will meaningfully lower the net value of existing office real estate in large central business districts such as Manhattan. In a recent article in the Washington Post, Roger K. Lewis, retired architect and Professor Emeritus of Architecture at the University of Maryland, College Park, detailed several of these technical barriers (which we summarize below).8 Office buildings are typically much wider than residential buildings, the latter usually being 60 to 65 feet in width in order to enable windows and natural light in living/dining rooms and bedrooms. This suggests that office-to-residential conversion might require modifying the basic structure of office buildings, including cutting open parts of roof and floor plates on upper building levels to bring natural light into habitable and interior rooms, and other costly structural modifications to address the additional plumbing and infrastructure that will be needed. Lewis noted that floor-to-floor dimensions are typically larger in office buildings, which is beneficial for office-to-residential conversion because increased room heights augments the sense of space and openness, while allowing natural light to penetrate farther into the apartment. It also allows for extra space to place needed additional building infrastructure, such as sprinkler pipes, electrical conduits, light fixtures, and air ducts. But unique apartment layouts are often needed to use available floor space effectively in an office-to-residential conversion, which will increase design costs and raise the risk that nonstandard layouts may result in unforeseen quality-of-living problems that will necessitate additional future construction to correct. Zoning regulations and building code constraints will likely add another layer of costs to office-to-housing conversions, as these rules are written for conventional buildings, meaning that special exceptions or even regulatory changes are likely to be required. So it is clear that the process of converting office space to residential property will be a costly endeavor for office tower owners, which will likely reduce the net present value of these properties relative to pre-pandemic levels. But; this process appears to be feasible and, when faced with the alternative of persistently high vacancy rates and lost revenue, our sense is that office tower owners will choose this route – thus significantly reducing the likelihood that the growth in national gross investment in office properties will fall below the rate of depreciation. In addition, the trend in suburban and CBD office property prices suggests that there are two other possible alternatives to widespread office-to-residential conversion that would also argue against a significant and long-lasting decline in office structures investment. Chart II-9 highlights that the average asking rent has already fallen significantly in most Manhattan submarkets, and Chart II-10 highlights that suburban office prices are accelerating and rising at the strongest pace relative to CBD office prices over the past two decades, possibly in response to increased demand for workspace that is closer to home for many workers who previously commuted to CBDs. Chart II-9Working From The Office Is Getting Cheaper July 2021 July 2021 Chart II-10Suburban Offices Are Getting More Expensive Suburban Offices Are Getting More Expensive Suburban Offices Are Getting More Expensive Thus, the first alternative outcome to CBD office-to-residential conversion is that an increase in suburban office construction offsets the negative impact of outright reductions in CBD office investment if residential conversions prove to be too costly or too technically challenging. The second alternative is that owners of CBD office properties “clear the market” by dramatically cutting rental rates even further, to alter the cost/benefit calculation for firms planning permissive WFH policies. We doubt that existing rents reflect the extent of vacancies in large cities such as Manhattan, so we would expect further CBD office price declines in this scenario. But if owners of centrally-located office properties face significant conversion costs and a decline in the net present value of these buildings is unavoidable and its magnitude uncertain, owners may choose to cut prices drastically as the simpler solution. Investment Conclusions Holding all else equal, the fact that owners of CBD office properties are likely to experience some permanent decline in the value of these real estate assets is not a positive development for economic activity. But these losses will be experienced by firms, investors, and ultra-high net worth individuals with strong marginal propensities to save, suggesting that the economic impact from this shock will be minimal. And as we highlighted above, a decline in the pace of gross office building investment to the depreciation rate will have a minimal impact on the overall economy. This leaves the likely impact on CBD employment as the main channel by which WFH policies are likely to affect monetary policy. As we noted above and as discussed in Section 1 of our report, the Fed is now focused entirely on the return of the labor market to maximum employment, which we interpret as an unemployment rate within the range of the Fed’s NAIRU estimates (3.5% - 4.5%) and a return to a pre-pandemic labor force participation rate. Chart II-11On A One-Year Time Horizon, Favor Value Over Growth On A One-Year Time Horizon, Favor Value Over Growth On A One-Year Time Horizon, Favor Value Over Growth Our analysis indicates that WFH policies may structurally raise the unemployment rate by 0.3 to 0.4%. While non-trivial, when compared with a pre-pandemic unemployment rate of 3.5%, this suggests that WFH policies alone are not likely to cause a long-term deviation from the Fed’s maximum employment objective. The implication is that job growth over the coming year could be even stronger than the Fed and investors expect, which could mean that the Fed may begin lifting rates by the middle of next year barring a major disruption in the ongoing transition to a post-pandemic world. This is earlier than we currently expect, but the fact that it would also be earlier than what is currently priced into the OIS curve underscores that fixed-income investors should remain short duration on a 6-12 month time horizon. In addition, as noted in Section 1 of our report, while value stocks may underperform growth stocks over the coming 3-4 months,9 rising bond yields over the coming year will ultimately favor value stocks and will likely weigh on elevated tech sector valuations. Chart II-11 highlights that the relative valuation of growth stocks remains above its pre-pandemic starting point (Chart II-11), suggesting that investors should continue to favor MSCI-benchmarked value over growth positions over a 6-12 month time horizon. Finally, as also noted in Section 1 of our report, we do not expect rising bond yields to prevent stock prices from grinding higher over the coming year, unless investor expectations for the terminal fed funds rate move sharply higher – an event that seems unlikely, although not impossible, before monetary policy actually begins to tighten. Jonathan LaBerge, CFA Vice President The Bank Credit Analyst III. Indicators And Reference Charts BCA’s equity indicators highlight that the “easy” money from expectations of an eventual end to the pandemic have already been made. Our technical, valuation, and sentiment indicators are very extended, highlighting that investors should expect positive but more modest returns from stocks over the coming 6-12 months. Our monetary indicator has aggressively retreated from its high last year, reflecting a meaningful recovery in government bond yields since last August. The indicator still 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 very strong, and positive earnings surprises have risen to their highest levels on record. Within a global equity portfolio, there has been a modest tick down in global ex-US equity performance, driven by a rally in growth stocks (which may persist for a few months). EM stocks had previously dragged down global ex-US performance, and they continue to languish. A bias towards value stocks on a 1-year time horizon means that investors should still favor ex-US stocks over the coming year, skewed in favor of DM ex-US given that China’s credit impulse continues to slow. The US 10-Year Treasury yield has trended modestly lower 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 we expect that yields will 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. The extreme rise in some commodity prices over the past several months is beginning to ease. Lumber prices have fallen close to 50% from their recent high, whereas industrial metals and agricultural prices are down roughly 5% and 17%, respectively. We had previously argued that a breather in commodity prices was likely at some point over the coming several months, and we would expect further declines as supply chains normalize, labor supply recovers, and Chinese demand for metals slows. 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 still 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-4US Stock Market Breadth US Stock Market Breadth US Stock Market Breadth Chart III-5US Stock Market Valuation US Stock Market Valuation US Stock Market Valuation Chart III-6US Earnings US Earnings US Earnings Chart III-7Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Chart III-8Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance   FIXED INCOME: Chart III-9US Treasurys And Valuations US Treasurys And Valuations US Treasurys And Valuations Chart III-10Yield Curve Slopes Yield Curve Slopes Yield Curve Slopes Chart III-11Selected US Bond Yields Selected US Bond Yields Selected US Bond Yields Chart III-1210-Year Treasury Yield Components 10-Year Treasury Yield Components 10-Year Treasury Yield Components Chart III-13US Corporate Bonds And Health Monitor US Corporate Bonds And Health Monitor US Corporate Bonds And Health Monitor Chart III-14Global Bonds: Developed Markets Global Bonds: Developed Markets Global Bonds: Developed Markets Chart III-15Global Bonds: Emerging Markets Global Bonds: Emerging Markets Global Bonds: Emerging Markets   CURRENCIES: Chart III-16US Dollar And PPP US Dollar And PPP US Dollar And PPP Chart III-17US Dollar And Indicator US Dollar And Indicator US Dollar And Indicator Chart III-18US Dollar Fundamentals US Dollar Fundamentals US Dollar Fundamentals Chart III-19Japanese Yen Technicals Japanese Yen Technicals Japanese Yen Technicals Chart III-20Euro Technicals Euro Technicals Euro Technicals Chart III-21Euro/Yen Technicals Euro/Yen Technicals Euro/Yen Technicals Chart III-22Euro/Pound Technicals Euro/Pound Technicals Euro/Pound Technicals   COMMODITIES: Chart III-23Broad Commodity Indicators Broad Commodity Indicators Broad Commodity Indicators Chart III-24Commodity Prices Commodity Prices Commodity Prices Chart III-25Commodity Prices Commodity Prices Commodity Prices Chart III-26Commodity Sentiment Commodity Sentiment Commodity Sentiment Chart III-27Speculative Positioning Speculative Positioning Speculative Positioning   ECONOMY: Chart III-28US And Global Macro Backdrop US And Global Macro Backdrop US And Global Macro Backdrop Chart III-29US Macro Snapshot US Macro Snapshot US Macro Snapshot Chart III-30US Growth Outlook US Growth Outlook US Growth Outlook Chart III-31US Cyclical Spending US Cyclical Spending US Cyclical Spending Chart III-32US Labor Market US Labor Market US Labor Market Chart III-33US Consumption US Consumption US Consumption Chart III-34US Housing US Housing US Housing Chart III-35US Debt And Deleveraging US Debt And Deleveraging US Debt And Deleveraging   Chart III-36US Financial Conditions US Financial Conditions US Financial Conditions Chart III-37Global Economic Snapshot: Europe Global Economic Snapshot: Europe Global Economic Snapshot: Europe Chart III-38Global Economic Snapshot: China Global Economic Snapshot: China Global Economic Snapshot: China   Jonathan LaBerge, CFA Vice President The Bank Credit Analyst Footnotes 1 Please see The Bank Credit Analyst "June 2021," dated May 27, 2021, available at bca.bcaresearch.com 2 Please see US Bond Strategy/Global Fixed Income Strategy Special Report "A Central Bank Timeline For The Next Two Years," dated June 1, 2021, available at usbs.bcaresearch.com 3 Please see The Bank Credit Analyst Special Report "R-star, And The Structural Risk To Stocks," dated March 31, 2021, available at bca.bcaresearch.com 4 Please see US Equity Strategy "Rotate Into Growth Stocks, Be Granular In The Selection Of Cyclicals," dated June 14, 2021, available at uses.bcaresearch.com 5 For a discussion of the differences in value and growth benchmarks, please see Global Asset Allocation Special Report “Value? Growth? It Really Depends!” dated September 19, 2019, available at gaa.bcaresearch.com 6 Please see The Bank Credit Analyst "June 2021," dated May 27, 2021, available at bca.bcaresearch.com 7 Readers should note that the desired share of paid work from home days post-COVID among employees is shown to be lower in Table II-1 than what is implied by Chart II-1 on a weighted-average basis. This is due to the fact that Table II-1 excludes responses from the May 2020 survey wave, because the authors did not ask about employer intensions during that wave. This underscores that the average desired number of paid days working from home declined somewhat over time, and thus argues for the value shown in Table II-1 as the best estimate for employee preferences. 8 Roger K. Lewis, “Following pandemic, converting office buildings into housing may become new ‘normal,’ Washington Post, April 3, 2021. 9 Please see US Equity Strategy "Rotate Into Growth Stocks, Be Granular In The Selection Of Cyclicals," dated June 14, 2021, available at uses.bcaresearch.com