Base Metals & Iron Ore

Executive Summary   Copper prices still face substantial downside (15-20% from current levels). The global copper market is shifting from a deficit to a considerable surplus over the next 12 to 18 months. Global copper supply will likely grow by 4-4.5% year on year in both 2022H2 and 2023, surpassing global copper demand growth of 2-3% during the same period. Global copper ore output will increase thanks to a slew of new projects and expansions this year and next year. Regarding copper demand in 2022H2 and 2023, China will be the main driver due to a moderate boost in traditional infrastructure investment, an acceleration in the build-up of green sources of electricity generation and surging penetration of new energy vehicles (NEV). Global Copper Supply Balance: Shifting From A Deficit To A Surplus Global Copper Supply Balance: Shifting From A Deficit To A Surplus Global Copper Supply Balance: Shifting From A Deficit To A Surplus Bottom Line: According to our projections, the global copper market will move from a deficit to a material surplus later this year and in 2023. This will continue weighing on copper and related equity prices.     Even though copper prices have plunged over 30% from their peak, we expect them to fall further (Chart 1). Chart 1Copper Prices & Copper Mining Stocks: The Decline Is Not Over Copper Prices & Copper Mining Stocks: The Decline Is Not Over Copper Prices & Copper Mining Stocks: The Decline Is Not Over The main reason is that the global copper market will swing from a deficit to a surplus over the next 12 to 18 months (Chart 2). Global copper output growth is currently accelerating and will average 4% in 2022 and 4.5% in 2023. This will outpace the 2-3% annual growth in global copper demand during the same period. Chart 2Global Copper Supply Balance: Shifting From A Deficit To A Surplus Global Copper Supply Balance: Shifting From A Deficit To A Surplus Global Copper Supply Balance: Shifting From A Deficit To A Surplus Beware Of Rising Copper Supply In 2022-23 The global copper market balance is in the process of swinging from a 283,000-ton deficit at the end of 2021 to a 464,000-ton surplus at the end of 2023, based on our calculations. In comparison, the International Copper Study Group (ICSG) expects a smaller surplus of 350,000 tons next year. There are two key estimates for our global copper supply balance calculation. Supply We expect global copper output to grow at 4% in 2022 and a slightly faster rate of 4.5% in 2023 as many new mines/expansions are coming on stream. Table 1 lists 12 major global copper mines that will add new copper ore supply in 2022. The combined copper ore output of these projects will increase the global copper ore supply by about 4.5% this year. Table 1Major Global New Copper Ore Supply In 2022 Global Copper Market: No Bottom Yet Global Copper Market: No Bottom Yet Robust copper ore production growth in the Democratic Republic of Congo (Congo), Zambia, Peru and China will boost the global copper ore supply in the next 12 to 18 months. Congo has been the largest contributor to global copper ore growth, accounting for over 60% of the increase in global copper ore output during the past five years. This country has already become the third largest producer of copper ore in the world. Chart 3Congo, Zambia and Peru Will Continue Boosting Their Copper Ore Supply Congo, Zambia and Peru Will Continue Boosting Their Copper Ore Supply Congo, Zambia and Peru Will Continue Boosting Their Copper Ore Supply Its Kamoa-Kalula copper mine listed in Table 1 began producing copper concentrates in May 2021 and its production will increase exponentially into 2023 (Chart 3, top panel). Zambia is another country with substantial potential for copper ore output (Chart 3, middle panel). President Hakainde Hichilema, who was elected last year, expects to increase the country’s annual copper ore production from 800,000 tons to three million tons in terms of copper content in 10 years. This will translate into new supply of 220,000 tons per year and constitutes about 1% growth in global copper ore supply this year and next year.  Peru is the world’s second largest copper ore producer. Despite the number of strikes rising in past two years, the country's copper ore output has stayed at a near historical high level (Chart 3, bottom panel).  China, which is the world’s fourth largest producer, is also set to boost its copper ore output within the next few years. The increase in supply will be driven by the construction of Tibet's Qulong copper mine, the second phase expansion of the Duobaoshan and the Jiama copper mines, and the Chifeng Fubo project. Chart 4New Mines Are Also Coming On Stream In Chile, Australia and Canada New Mines Are Also Coming On Stream In Chile, Australia and Canada New Mines Are Also Coming On Stream In Chile, Australia and Canada Copper ore output in other top producers such as Chile, Australia and Canada have already declined considerably in the past several years due to lower ore quality, the pandemic, drought, and protests (Chart 4). Nevertheless, new mines coming on stream will likely prevent copper ore output from falling further in these countries. For example, the Australian government expects the country’s copper mine output to increase by 15% in the 2022-2023 financial year and by another 7% in the 2023-2024 financial year. Regarding Chile, the world’s largest copper ore producer (representing 26% of the world total), we expect copper ore output to increase over the next 12 to 18 months after declining for three consecutive years. The reason for this optimism is that the Quebrada Blanca Phase 2 (QB2) project is expected to begin production in the second half of 2022. The company estimates that QB2 copper output over the first five years will average 286,000 tons per year. This is equal to 1.3% of annual global copper output. The same company is also considering a third phase for the project, which could significantly boost capacity in the longer term. That said, investments in Chilean copper mining may struggle over the long term if the proposed mining royalties increase1 gets passed in September. Table 2The World’s Top 10 Copper Producing Companies’ Capex investment In 2022 & 2023 Global Copper Market: No Bottom Yet Global Copper Market: No Bottom Yet At a company level, Table 2 shows that the capex of the world’s top 10 copper producing companies has been planned to increase by 21% in 2022 and remain at an elevated level in 2023. Such large capex seems to support the strong copper ore output growth forecasts shown in Table 1.   Demand We expect global copper consumption to grow by 2.5% in 2022 and a slightly higher rate of 3% in 2023. Table 3 shows our growth estimates for this year and next year for China, the US, the EU, and the rest of world. This year and in 2023, red metal consumption will likely rebound in China and will experience a slowdown in the rest of the world (Chart 5). We expect copper demand growth in China to recover from last year’s contraction to post 3% growth this year and then accelerate to 4% in 2023. A detailed discussion of Chinese copper demand is presented below. Copper demand growth in both the US and the EU is set to slow as their pandemic-triggered overspending on goods ex-autos has run its course (Chart 6). Given that the US lags the EU in terms of NEV sales/production and new energy development, we expect a lower growth in the US (0-2%) versus in the EU (2-4%). The ongoing energy crisis in the EU has incentivized the bloc to expedite its transition to green sources of energy. As a result, its copper demand will rise faster than copper demand in the US. Chart 5Global Copper Consumption: A Moderate Rise Across Regions Global Copper Consumption: A Moderate Rise Across Regions Global Copper Consumption: A Moderate Rise Across Regions Chart 6Decelerating Copper Demand Growth In The US and The EU Decelerating Copper Demand Growth In The US and The EU Decelerating Copper Demand Growth In The US and The EU Using these economies’ respective shares in global copper consumption in 2021, we estimate global copper consumption growth of 2.5% for 2022 and 3% for 2023 (Table 3). We are well aware that global copper demand from green sources – electric vehicles, wind turbines, solar panels and charging poles – will continue booming. Yet, their share of global copper consumption is about 4.2% according to our estimates (Table 4). It is too small to have any substantial effect on global copper demand in next 18 months. Table 3Global Copper Consumption Growth Forecast For 2022 & 2023 Global Copper Market: No Bottom Yet Global Copper Market: No Bottom Yet Table 4Global Green Demand For Copper Global Copper Market: No Bottom Yet Global Copper Market: No Bottom Yet Bottom Line: Global copper demand growth will likely fall short of copper supply in the next 18 months. Consequently, we expect the global copper market to swing from a supply deficit to a supply surplus over the next 12 to 18 months. Chinese Copper Demand Why do we expect Chinese copper demand to grow at 3% in 2022 and 4% in 2023?  Table 5 illustrates our rough estimates of the copper consumption growth from China’s main sources of red metal consumption.  Table 5Chinese Underlying Copper Consumption: Growth Estimates For 2022 & 2023 Global Copper Market: No Bottom Yet Global Copper Market: No Bottom Yet The power sector is the largest copper user as this metal is among the best conductors of electricity. The metal is used in high-, medium-, and low-voltage power networks. Chart 7The Power Sector Will Be The Main Driver Of Chinese Copper Demand The Power Sector Will Be The Main Driver Of Chinese Copper Demand The Power Sector Will Be The Main Driver Of Chinese Copper Demand Authorities will ensure a rapid expansion of renewable energy like wind power and solar power, as well as continue construction of smart power grids as the country strives to achieve its ambitious targets for 2030 peak carbon dioxide emissions and 2060 net-zero carbon dioxide emissions. Investment in the new and old power sector grew by about 4% y/y in nominal terms in the past 12 months (Chart 7). Production of power generation equipment output has risen by 8% y/y in real terms during the same period. All together, we forecast that the copper consumption from the power sector will grow by approximately 5% year on year both this year and next year. Chart 8Mean-Reversion IN The Appliance Sector Mean-Reversion IN The Appliance Sector Mean-Reversion IN The Appliance Sector The output of air conditioner, freezer and refrigerator production are all currently in contraction (Chart 8). The global “stay-at-home” economy significantly boosted Chinese exports of air conditioners, freezers, and refrigerators in 2020 and 2021. These appliances are all durable goods, and consumers who had already purchased them are unlikely to buy again this year and next year. Thus, we expect a 3% contraction in copper use this year and a slight growth of 2% next year from this industry Capital expenditures in the transportation network will improve from current zero growth, and production of traditional automobiles may increase again (Chart 9). Meanwhile, NEV output and construction of charging poles will continue booming (Chart 10). NEV uses more copper per car than the traditional autos, and charging poles also use copper. Putting all this together, we forecast a 3% and 4% year-on-year growth of copper consumption in the transportation sector in 2022 and 2023, respectively. Assuming there will be two million more NEVs this year, copper use will increase by an additional 160,000 tons, equaling to about a 1.2% increase in Chinese copper consumption. Chart 9Copper Demand From The Transportation Sector: Supported By Rebounding Traditional Auto Sales... Copper Demand From The Transportation Sector: Supported By Rebounding Traditional Auto Sales... Copper Demand From The Transportation Sector: Supported By Rebounding Traditional Auto Sales... Chart 10...As Well As Surging NEV Sales ...As Well As Surging NEV Sales ...As Well As Surging NEV Sales Copper or copper base alloys are used in printed circuit boards, electronic connectors, as well as in many semiconductor products. The tech-related new infrastructure, which includes information transmission, software, and information technology services, such as 5G networks, industrial internet, and data centers, will remain the government’s focus in the coming years. Tech-related new infrastructure investment increased by 20% year on year in the January – June period (Chart 11). We expect year-on-year copper usage growth in this sector to be 15% in 2022 and 12% in 2023. Chart 11Copper Demand Will Benefit From Strong Tech Investment Copper Demand Will Benefit From Strong Tech Investment Copper Demand Will Benefit From Strong Tech Investment Chart 12Chinese Property Market Is Negative For Copper Demand Chinese Property Market Is Negative For Copper Demand Chinese Property Market Is Negative For Copper Demand   The Chinese property market is in deep trouble. Our broad measure of China’s building construction activity/building area starts contracted 15% year on year in the second quarter of this year, and completions grew only moderately at 5% during the same period (Chart 12). Assuming half of this sector’s usage is in building area starts and the other half in completions, we expect the copper consumption in this sector to contract by 10% y/y in 2022. Next year, we expect the contraction to narrow to 5% as the government implements policies to support completions. Bottom Line: Chinese copper demand will increase moderately by 3% in 2022 and 4% in 2023. Investment Implications The global copper market is moving towards a surplus. This is one of reasons behind the red metal’s 30% price plunge since March 4, 2022. Copper inventories on global exchanges are low. Yet, that is not a sufficient reason to be bullish on copper prices as we elaborate in Box 1. Box 1 What About Copper Inventories? We believe inventory data released by exchanges – LME, COMEX and Shanghai Futures Exchange - do not provide a full picture of copper inventories. First, troughs in copper inventories – often but not always – coincide with peaks in copper prices and tops in inventories with bottoms in their prices (Chart 13). Hence, low inventory levels are not a reason to be bullish on copper prices. Chart 13Level of Copper Inventories In Exchanges Is Not A Good Forward-looking Indicator For Prices Copper Inventories In Exchanges: These Do Not Provide A Full Picture Of Copper Inventories Copper Inventories In Exchanges: These Do Not Provide A Full Picture Of Copper Inventories Second, inventory data from commodity exchanges may overstate the supply tightness as there might have been some build-up in unreported inventories. The basis is that many end-users (companies) around the world might purchase copper for the purposes of hoarding and speculation. These inventories are not counted in the data published by commodity exchanges.   Chart 14Copper: Bearish Sentiment Is Not Extreme Yet Copper: Bearish Sentiment Is Not Extreme Yet Copper: Bearish Sentiment Is Not Extreme Yet Net speculative positions of copper in the US as a share of total open interest have already tanked to near multi-year low levels (Chart 14, top panel). However, bearish sentiment is still far from the extreme level (Chart 14, bottom panel). Putting all together, copper prices are vulnerable to the downside over the next 6 to 12 months. We expect a 15%-20% downside in copper prices from the current level. Shares prices of copper miners always move closely with red metal prices. Equity portfolios should underweight copper miners.   Ellen JingYuan He Associate Vice President ellenj@bcaresearch.com Footnotes 1     The proposed tax reform applies to copper producers of more than 50,000 tons and combines the ad-valorem component based on the copper price with a tax based on mining operating margins (MOM). The ad-valorem component has two regimes depending on whether the production volume is above or below 200,000 tons. For the larger producers, the effective rate applied will move in a range of 1% to 4% of revenue depending on the copper price, while below 200,000 tons the rate will be between 1.0% and 1.6% of revenue. Source: "Proposed Tax Reform Weakens Cost Positions for Chilean Miners,” Fitch Ratings, July 7, 2022, www.fitchratings.com. Strategic Themes Cyclical Recommendations

Executive Summary Caught In Risk-Off Selling Copper Testing Support Copper Testing Support Weak Chinese and European economies are suppressing copper demand and helping to temper prices in a market that remains fundamentally tight. Weaker US GDP growth could put the three largest economies in the world in or close to recession in 2H22/1H23, which would contribute to demand-side weakness in copper markets. The odds manufacturing and base-metals refining will be curtailed in Europe are rising. Although a strike in Norway has been averted by government intervention, maintenance on Russia’s Nord Stream 1 pipeline scheduled to begin next week likely will serve as a pretext for longer and deeper natgas supply cuts to the EU. Bottom Line: Despite fundamental tightness in global copper markets, prices are being restrained by fears weaker Chinese and European economic performance will lead to a global recession. Early reads of US GDP pointing to negative growth in 2Q22 stoke these fears. Heightened economic policy uncertainty globally exacerbates them. We remain fundamentally bullish copper and will re-establish our long SPDR S&P Metals & Mining ETF (XME) – down ~ 40% from its highs in April – at tonight’s close. In addition, we went long the XOP oil and gas ETF at Tuesday’s close, after prompt Brent breached the buy-trigger we set last week of $105/bbl during this week’s crude-oil sell-off.   Feature   Lower GDP growth expectations in China and the EU – along with a wobbly US economy being flagged by an Atlanta Fed GDPNow forecast pointing to negative growth in 2Q22 – are stoking fears of a global manufacturing and industrial recession. This prompted a rout in industrial commodities – base metals and oil – this week, which still has markets on edge. This slow-down in the world’s three largest economies – accounting for almost 50% of global GDP expressed in purchasing-power terms – is the only thing keeping the level of global copper demand close to supply at present (Chart 1).1 At least for the time being, this is keeping the threat of sharply higher copper prices, which would be more in line with the low levels of supplies and inventories globally, at bay (Chart 2). As of the week ended May 27th, global copper stocks stood at just above 562k tons, which is ~ 31% lower y/y. Chart 1World’s Biggest Economies Slowing Copper Prices Decouple From Fundamentals Copper Prices Decouple From Fundamentals Chart 2Copper Prices Disconnect From Fundamentals Copper Prices Disconnect From Fundamentals Copper Prices Disconnect From Fundamentals   Uncertainty Weakens Copper Prices Energy and metals markets remain extremely tight on a fundamental supply-demand basis.2 The sharp sell-off this week in oil and metals prices is, in our view, evidence industrial-commodity prices have decoupled from fundamentals.  This makes traders – hedgers and speculators – extremely risk-averse, which reduces liquidity and increases volatility. On the back of these concerns, markets exhibit the sort of volatility associated with economic collapse, despite still-strong underlying fundamentals. Chart 3Rising Global Policy Uncertainty Copper Prices Decouple From Fundamentals Copper Prices Decouple From Fundamentals Volatility is on the rise due to increasing economic uncertainty in these markets. This makes it extremely difficult to assign probabilities to different price outcomes (i.e., true uncertainty). The BBD Global Economic Policy Uncertainty is approaching levels seen during the early pandemic (Chart 3).  We put this rising uncertainty down to poor policy and communication from central banks and governments; a pig’s breakfast of energy policy globally that increasingly adds nothing but confusion to markets; and a muddled public-health policy in China, which produces random shut-downs in global supply chains as covid infections randomly crop up in important port cities.  Lastly, the East and West are moving toward a new Cold War, which already is having profound effects on all markets, trade flows and capital availability in the short- and medium-term. This keeps markets on edge and forces them to parse every geopolitical development that hits the tape.3 Re-forging supply chains, re-building basic industrial infrastructure as the West moves away from outsourcing to China and other EM states will be costly and volatile, especially as embargoes and sanctions increase between these blocs.    This political and economic evolution will require increased investment in base metals production and exploration, along with similar commitments to oil and gas. Low and volatile prices will not support this, as they disincentivize investment, and set markets up for continued shortage and scarcity going forward. In the metals markets, years of underinvestment by major mining companies will keep copper supplies and inventories tight going forward (Chart 4). This will hinder and delay the global renewable-energy transition, which cannot be realized without higher base-metals supplies.  Chart 4Structural Underinvestment In Mining Fundamentally Bullish Copper Copper Prices Decouple From Fundamentals Copper Prices Decouple From Fundamentals Recession Fears Haunt Metals Globally … The proximate causes of the persistent weakening of copper prices is the demand destruction arising from the lockdown in China, and an increasing concern over the economic prospects of the EU as it prepares for a possible shut-off of Russian natgas exports. Should Russian supplies be cut off, the EU will be pushed into recession as natural-gas rationing – and the attendant prioritization of human needs going into winter – will constrict economic activity, particularly in manufacturing.  This leaves two of the three largest economies in the world either in recession or not growing at all. Added to this is the fear of a wobbly US economy, which has been slowed by higher energy prices and the Fed’s hawkish tightening of monetary policy. The Atlanta Fed’s GDPNow forecast for 2Q22 estimates a 2.1% contraction in US GDP. This would be the second consecutive quarter of negative growth and would meet a widely held rule-of-thumb indicator or recession.4  In our modelling, we estimate the income elasticity of copper demand in DM economies like the EU and US (1.39) and EM-ex-China (0.87) states is higher than that of China (0.37). This means that a 1% contraction in p.a. Chinese real GDP would translate to a 0.37% p.a. fall in copper demand, all else equal. A contraction of real incomes – i.e., real GDP – in the EU and EM-ex-China will cause a larger relative adjustment in copper demand than in China, even though the level of copper demand in China is far greater in absolute terms (Chart 5).  A recession in the EU will reduce import demand for China’s manufactured output in these markets (Chart 6). As China’s trade volumes fall, Chinese manufacturing PMIs will contract. Similarly, exports to China from the EU will weaken as manufacturing weakens and real GDP moves lower. We believe this will put more pressure on the Chinese government to provide fiscal and monetary stimulus to counter such a downdraft.  Chart 5Copper Demand Sensitive to Real GDP (Income) Copper Demand Sensitive to Real GDP (Income) Copper Demand Sensitive to Real GDP (Income) Chart 6Trade Channel Effects Follow GDP Weakness Trade Channel Effects Follow GDP Weakness Trade Channel Effects Follow GDP Weakness … But China Worries Dominate The Chinese economy is showing signs of further slowing.5 Weakness in credit levels, infrastructure investment, manufacturing, the property sector, and exports all indicate the covid-policy lockdowns, high commodity prices, and parsimonious credit and fiscal policies have produced a dramatic slowing in economic activity. In our modelling, we find evidence that each of these components exhibits a long-run inverse relationship with Chinese copper inventories, which in turn exhibits a long-run inverse relationship with COMEX copper prices.  Roughly 10 days after the initial Shanghai lockdown, copper prices went into contango (Chart 7). This occurred despite continuous declines in Chinese copper inventories during the lockdown months (Chart 8). Such anomalous behavior – i.e., as inventories fall markets become more backwardated – makes it difficult to connect prices and supply-demand-inventory fundamentals. Chart 7Copper In Contango For Most Of China’s Lockdown Copper In Contango For Most Of Chinas Lockdown Copper In Contango For Most Of Chinas Lockdown Chart 8Chinese Copper Inventories Continue To Draw In Lockdown Chinese Copper Inventories Continue To Draw In Lockdown Chinese Copper Inventories Continue To Draw In Lockdown BCA’s China Investment Strategy expects a muted 2H22 recovery for the Chinese economy. Rolling lockdowns due to China’s COVID policy will reduce the potency of fiscal and monetary stimulus. The stop-start nature of economic activity will stymie growth in disposable income and job creation, which in turn will translate to weaker aggregate demand. The knock-on effect of weaker business activity due to the lockdown earlier this year has been a higher propensity to save by households (Chart 9). Household surveys conducted by the PBoC show that, since 2017, household savings have been increasing, suggesting a precautionary sentiment (Chart 10). Chart 9Chinese Economic Slowdown Reduced Credit Demand Chinese Economic Slowdown Reduced Credit Demand Chinese Economic Slowdown Reduced Credit Demand Chart 10Rising Precautionary Savings... Rising Precautionary Savings... Rising Precautionary Savings... Chart 11...Will Impact Domestic Property Market ...Will Impact Domestic Property Market ...Will Impact Domestic Property Market We do not expect the property market to recover in a manner similar to what occurred following China’s re-opening after the first wave of the COVID-19 pandemic. Depressed household purchasing power will keep housing demand subdued, while the “three red lines” policy, which limits the amount property developers can borrow, will keep supply low (Chart 11).6 Housing accounts for ~ 30% of copper consumption in China, which means weak property markets will remain a drag on copper demand. Investment Implications Continued weakness in China’s economy and a potentially deep recession in the EU will continue to restrain demand for copper globally. In addition, with the US economy looking wobbly, the third global pillar of economic strength also will be weakening going into 2H22. These fundamental demand-side effects will lower pressure on tight copper inventories and keep prices subdued, in our view. This does not, however, signal an all-clear for copper supply or inventory tightness. Weaker demand is the only thing keeping prices from rising sharply, given the tight supply and inventory position of global copper markets. On the supply side, governance issues in copper-rich Latin American states, which are in the process of revising their social contracts with copper producers and consumers, will increase mining costs for companies, disincentivizing long-term and large-scale investments in new mines.7 These costs ultimately will be borne by consumers as supply shortages mount and the need to increase capex grows. Ultimately, this will feed into longer-term inflation and inflation expectations. Chart 12Caught In Risk-Off Selling Copper Testing Support Copper Testing Support We remain long-term bullish copper, as fundamentals remain tight and will get tighter. That said, over the short term, aggregate-demand weakness in the three major economic pillars in the world makes us leery of getting long copper futures, particularly as prompt COMEX prices test support (Chart 12).  Persistently weak copper prices will disincentivize the needed investment in new supply the world will need to effect a transition to renewable energy in coming decades. For this reason, we are comfortable re-establishing our long XME metals and mining ETF at tonight’s close, as copper prices are down 40% from their April highs. Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Analyst Commodity & Energy Strategy ashwin.shyam@bcaresearch.com Paula Struk Research Associate Commodity & Energy Strategy paula.struk@bcaresearch.com   Commodity Round-Up Energy: Bullish. A strike by Norwegian energy-sector workers that would have hit the natural gas market in Europe particularly hard was averted earlier this week.8 This still leaves the EU and UK (Europe) at risk of additional losses of Russian natgas exports beginning next week when Nord Stream 1 (NS1) maintenance is due to start. These threats have pushed Dutch Title Transfer Facility (TTF) natural gas prices up close to 93% since 1 June, and close to 400% y/y as of Tuesday. For the first five months of this year, Europe’s been importing just under 15 Bcf/d of LNG, with ~ 8.5 Bcf/d of those volumes coming from the US, based on EIA data. The EIA expects US LNG exports to average ~ 11.9 Bcf/d this year and 12 Bcf/d in 2023. Europe accounted for just under 75% of US exports in January – April of this year, and we expect that to continue going forward. The IEA expects Russia to supply 25% of EU demand this year, the lowest in 20 years. Last year, Russian imports covered ~ 40% (~ 7 TCF) of EU demand. Base Metals: Zinc stocks are depleted but prices are dropping on recession fears (Chart 13). Smelting operations were hit last year following the power-supply crunches in China and Europe. While China has recovered its energy security, Europe, which accounts for ~15% of global refined zinc supply, has not. Reduced natgas supply from Russia will make the smelting shortage in Europe even more acute, especially if power and fuel rationing occur. In April, China was a net exporter of zinc for the first time since 2014, as low demand in the state and low European zinc supply incentivized Chinese smelters to ship metal to the West despite high outbound tariffs. Precious Metals: Markets switched from inflation to growth fears, as central banks, notably the Fed began hiking interest rates aggressively to curb inflation. Investors have been flocking to the USD, which hit a 20-year high on recession fears this week (Chart 14). This has happened at the expense of the yellow metal, which, since breaking through the USD 1800/oz mark last week, has continued to drop, hitting an 8-month low as of yesterday's close. Chart 13Global Copper Inventories Remain Tight Global Copper Inventories Remain Tight Global Copper Inventories Remain Tight Chart 14 Copper Prices Decouple From Fundamentals Copper Prices Decouple From Fundamentals   Footnotes 1     Please see China, US and EU are the largest economies in the world, which was published by Eurostat 19 May 2020. 2     For additional discussion of oil-market fundamentals, please see Recession Unlikely To Batter Oil Prices, which covers our expectation for global oil balances and prices. It was published 16 June 2022. 3    Please see Hypo-Globalization (A GeoRisk Update) published by BCA Research’s Geopolitical Strategy 30 July 2021. See also Commodities' Watershed Moment, which we published 22 March 2022.  4    Please see GDPNow, published by the Federal Reserve Bank of Atlanta 1 July 2022. 5    Please see Third Quarter Geopolitical Outlook: Thunder And Lightning, published by BCA’s Geopolitical Strategy 24 June 2022. This report notes, “China’s political crackdown, struggle with Covid-19, waning exports, and deflating property market have led to an abrupt slowdown this year. The government is responding by easing monetary, fiscal, and regulatory policy, though so far with limited effect … . Economic policy will not be decisive in the third quarter unless a crash forces the administration to stimulate aggressively.” 6    In August 2020, the Ministry of Housing and Urban-Rural Development and the People’s Bank of China proposed to implement a policy which kept a ceiling on companies’ asset to liability ratio at 70%, net debt to equity ratio at 100%, and cash to short-term borrowings ratio at 1. Developers whose liabilities are within these requirements may increase their liabilities by less than 15%. These were known as the “three red lines.” Per that policy, if one or more of these ceilings are surpassed, maximum liabilities growth is capped at a lower percentage. 7     Please see Add Local Politics To Copper Supply Risks, which we published 25 November 2021. It is available at ces.bcaresearch.com. See also Chile sticks to plan for new mining profit tax up to 32% linked to copper price, published by reuters.com via mining.com 1 July 2022. 8    Please see Norway’s government halts oil and gas strike published by ft.com 5 July 2022. Investment Views and Themes Strategic Recommendations Tactical Trades Trades Closed In 2022

In this <i>Strategy Outlook</i>, we present the major investment themes and views we see playing out for the rest of the year and beyond.

Listen to a short summary of this report.       Executive Summary Recession Checklist Monthly Portfolio Update: Recession Or No Recession? Monthly Portfolio Update: Recession Or No Recession? US stocks were down almost 20% at their lowest point in May. Any lower and they would be pricing in recession. Central banks will raise rates to or above neutral to ensure that inflation comes back down to their targets. This will cause growth to slow. Markets will now start to worry more about faltering growth than about high inflation. In our recession checklist (see Table), no indicator is yet pointing to recession, but some may do so soon. The jury is likely to be out for some time on whether there will be a recession in the next 12-18 months. In the meantime, equities are likely to move sideways, amid high volatility. Monthly Portfolio Update: Recession Or No Recession? Monthly Portfolio Update: Recession Or No Recession? Bottom Line: Investors should stay cautiously positioned for now, with only a neutral weighting in equities, and tilts towards more defensive markets and sectors. We recommend a large holding in cash to allow for funds to be redeployed quickly when there is a better entry-point.   The narrative driving global markets has shifted from worries about inflation, to fretting about the risk of recession. Although headline inflation remains high (8.3% year-on-year in the US and 8.1% in the eurozone), inflation pressures have clearly peaked (for now, at least): Broad measures, such as the US trimmed-mean PCE, have started to ease significantly (Chart 1).  Recommended Allocation Monthly Portfolio Update: Recession Or No Recession? Monthly Portfolio Update: Recession Or No Recession? Chart 1Inflationary Pressures Are Starting To Ease Monthly Portfolio Update: Recession Or No Recession? Monthly Portfolio Update: Recession Or No Recession? But now signs are emerging of a slowdown in economic growth. The Citigroup Economic Surprise Indexes in all the major regions have turned down (Chart 2), and global industrial production is falling year-on-year (albeit partly because of lingering supply-side bottlenecks) (Chart 3).   Chart 2Global Growth Is Turning Down Global Growth Is Turning Down Global Growth Is Turning Down Chart 3IP Growth Has Turned Negative IP Growth Has Turned Negative IP Growth Has Turned Negative Equity markets – with US stocks down 19% from their peak to the May low, and global stocks 17% – are pricing in a slowdown, but not yet a recession. As we have often argued, it is almost unheard of to have a bear market (defined as a greater than 20% decline in US stocks) without a recession – the last time that happened was in 1987 (and all on one day, Black Monday) (Chart 4). Note from the chart how often stocks correct by 19-20%, on concerns about recession, without tipping into a bear market. That is where we stand today. Chart 4US Stocks Don't Fall More Than 20% Without A Recession US Stocks Don't Fall More Than 20% Without A Recession US Stocks Don't Fall More Than 20% Without A Recession Table 1Recession Checklist Monthly Portfolio Update: Recession Or No Recession? Monthly Portfolio Update: Recession Or No Recession? So the key question is: Will we have a recession over the next 12-18 months? We have dug out the recession checklist we last used in 2019 (Table 1). While none of the indicators are yet clearly pointing to recession, several may do so by year-end (Chart 5). And there are a number of warning signs starting to flash. The US housing market – the most interest-rate sensitive part of the economy – could soon see home prices falling, after the 200 BPs rise in the 30-year mortgage rate since the start of the year (Chart 6). Wages have failed to rise in line with inflation, which has led to retail sales falling year-on-year in real terms (Chart 7). And there are even some signs that companies are slowing their hiring, presumably on worries about the durability of the recovery: In the latest ISM surveys, the employment component fell to close to 50 (Chart 8). Chart 5Some Recession Indicators Look Worrying Some Recession Indicators Look Worrying Some Recession Indicators Look Worrying Chart 6Housing Is The Most Vulnerable Sector Housing Is The Most Vulnerable Sector Housing Is The Most Vulnerable Sector Chart 7Real Retail Sales Are Falling Real Retail Sales Are Falling Real Retail Sales Are Falling Chart 8Signs That Companies Are Growing Wary Of Hiring? Signs That Companies Are Growing Wary Of Hiring? Signs That Companies Are Growing Wary Of Hiring? The strongest argument against there being a recession is the $2.2 trillion of excess savings held by US households (and $5 trillion among households in all major developed economies). The argument is that, even if interest rates rise and real wage growth is negative, consumers can continue to spend by dipping into these accumulated savings. But there are some problems here. The savings are highly concentrated among the rich, who have a lower propensity to spend (Chart 9). Because of “mental accounting” biases, people may think only of current income, not savings, when considering how much to spend. And, as spending shifts back from goods to services, now that pandemic rules are largely over (Chart 10), spending on manufactured products is likely to fall below trend (since many purchases were brought forward). But it is hard to catch up on previously missed services spending (you can’t take three vacations this year to make up for those you missed in 2020 and 2021), and so services spending will, at best, only return to trend. Chart 9The Rich Have All The Money The Rich Have All The Money The Rich Have All The Money Chart 10Can Services Take Over From Goods Spending? Can Services Take Over From Goods Spending? Can Services Take Over From Goods Spending?     Meanwhile, central banks will be focused on fighting inflation. All of them are expected to take rates to or above neutral over the next 12 months (Chart 11) – implying a squeeze on aggregate demand. Although inflation may be peaking, it is still well above most central banks’ comfort zones. In the US, for example, the FOMC expects core PCE to ease to 4.1% by year-end and 2.6% by end-2023, but that is still higher than its 2% target. The Fed is likely to remain focused on the upside risks to inflation: From rising services prices (Chart 12), and the risk of a price-wage spiral (Chart 13). BCA Research’s bond strategists expect the Fed to hike by 50 BPs at each of the next two meetings (in June and July), and then to revert to 25 BPs a meeting, as long as it is clear by then that inflation is trending down.1 Chart 11Rates Are Going To Or Above Neutral Everywhere Rates Are Going To Or Above Neutral Everywhere Rates Are Going To Or Above Neutral Everywhere Chart 12Inflation Risks: Rising Services Prices... Inflation Risks: Rising Services Prices... Inflation Risks: Rising Services Prices... Our conclusion is that the jury is out on the probability of recession – and is likely to stay out for a while. So far this year, equities and bonds have both performed poorly – with a 60:40 equity/bond portfolio producing the worst start to a year in three decades (Chart 14). Equities have wobbled because of tight monetary policy and worries about slowing growth; bonds because of inflation concerns. This is likely to remain the case until there is more clarity about the risk of recession. In this environment, we expect global equities to move sideways, with significant volatility – falling on signs of weakening growth, but rallying on hopes that the Fed may change its course.2  Chart 13...And A Price-Wage Spiral ...And A Price-Wage Spiral ...And A Price-Wage Spiral Chart 14Nowhere To Hide This Year Nowhere To Hide This Year Nowhere To Hide This Year We continue, therefore, to recommend fairly cautious portfolio positioning, with a neutral weight in global equities (and a preference for defensive country and sector allocations). Investors should keep a healthy holding in cash, giving them dry powder to use when a better entry-point into risk assets presents itself. Fixed Income: Bond yields have fallen over the past month, with the US 10-year Treasury yield slipping to 2.8% from 3.1% in early May. As per BCA Research’s Golden Rule of Bond Investing, the level of yields will be determined by whether the Fed (and other central banks) surprise dovishly or hawkishly relative to market expectations (Chart 15).3 The Fed is likely to hike slightly less this year than the market is pricing in, but may continue to raise rates beyond mid-2023, compared to a market expectation of rate cuts then (see Chart 11, panel 1 above). This points to the 10-year yield remaining broadly flat for the rest of this year, but possibly rising after that. Historically, rates tend to peak in line with trend nominal GDP growth (Chart 16). This means that, if the expansion continues for another couple of years, the 10-year yield could reach 4%. We, therefore, recommend an underweight on bonds. However, government bonds do now represent a good hedge again, with strong capital gain in the event of recession (Table 2). We recommend a neutral weight on government bonds within the fixed-income category. Chart 15The Golden Rule Of Bond Investing The Golden Rule Of Bond Investing The Golden Rule Of Bond Investing Chart 16Rates Tend To Peak In Line With Trend Nominal GDP Growth Rates Tend To Peak In Line With Trend Nominal GDP Growth Rates Tend To Peak In Line With Trend Nominal GDP Growth Table 2Government Bonds Now Offer Good Returns In A Recession Monthly Portfolio Update: Recession Or No Recession? Monthly Portfolio Update: Recession Or No Recession? Chart 17Credit Now Offers Attractive Valuations Monthly Portfolio Update: Recession Or No Recession? Monthly Portfolio Update: Recession Or No Recession? The recent rise in credit spreads has opened some opportunities. Valuations for both investment-grade (IG) and high-yield (HY) bonds are now attractive again, with all but the highest-quality bonds trading at a breakeven spread higher than the long-run median (Chart 17). The likelihood of defaults is rising, however, so we lower our weighting in HY (whilst remaining slightly overweight) and raise the weight in IG, also to a small overweight. We fund this by cutting our recommendation in Emerging Market debt to underweight. Credit, especially in the US, now offers tempting returns as long as the economy avoids recession, and is a relatively low-risk way to gain exposure to upside surprises.   Chart 18US Performance Has Lagged This Year US Performance Has Lagged This Year US Performance Has Lagged This Year Equities: US relative equity performance has been a little disappointing year-to-date, dragged down by the performance of the IT sector (Chart 18).  Nonetheless, we stick to our overweight, given the market’s lower beta and the likely greater resilience of the US economy. Among sectors, we raise our weighting in Energy to overweight from neutral. Our energy strategists recently lifted their forecast for end-2022 Brent crude to $120 from $90, and raise the possibility of even $140 (see below for more on why). Despite the sharp outperformance of Energy stocks over the past six months, the sector has barely registered net inflows – presumably because of ESG (Chart 19). As we argued in a recent report, oil producers could be the new “sin stocks”, making the sector attractive over the next few years to investors who do not have ethical restraints on investing in it. We fund the overweight in Energy by lowering our weighting in Industrials to neutral. Capex is a late-cycle play and capital-goods makers benefited as manufacturers rushed to increase production during the recent consumer boom. But signs are now emerging that companies are becoming more cautious on capex (Chart 20). Chart 19Weak Flows Into The Energy Sector Despite Strong Performance Monthly Portfolio Update: Recession Or No Recession? Monthly Portfolio Update: Recession Or No Recession? Chart 20Companies Are Becoming More Cautious On Capex Companies Are Becoming More Cautious On Capex Companies Are Becoming More Cautious On Capex Commodities: China’s growth remains very weak and, although commodity prices have started to fall (with copper down 9% and iron ore 11% in Q2), they have not yet caught up with the slowdown in Chinese imports (Chart 21). The key question is whether China will now roll out a big stimulus. Given the government’s determination to persevere with the zero-Covid policy, and its need to achieve the 5.5% GDP growth target this year, it will eventually have no choice. But it is reluctant to trigger another housing boom, and there are doubts about how effective stimulus would be given the property market’s dysfunction. For now, we remain cautious on the Materials sector, and on commodities as an alternative asset – though the long-term structural story (because of the build-out of alternative energy) remains strong. Oil and natural-gas prices are likely to remain high due to disruptions in supply from Russia. Russia will probably have to shut 1.6 m b/d of production following the EU embargo on Russian oil imports. The EU is rushing to build up natural-gas inventories before the winter, in case Russia bans gas exports to Europe in retaliation (Chart 22). Higher oil prices are positive for the Energy sector, and for countries such as Canada (whose equity market we raise to neutral, funding this by trimming the overweight in the US). Chart 21Commodity Prices Dragged Down By Weak Chinese Growth Commodity Prices Dragged Down By Weak Chinese Growth Commodity Prices Dragged Down By Weak Chinese Growth Chart 22The EU Will Need To Buy Lots Of Natural Gas Monthly Portfolio Update: Recession Or No Recession? Monthly Portfolio Update: Recession Or No Recession? Currencies: Momentum, cyclical factors, and interest-rate differentials still favor the US dollar. Although the Fed will not raise rates quite as much as futures are pricing in, other central banks – especially the ECB and the Reserve Bank of Australia – will miss by more (Table 3). Nevertheless, the USD looks very overvalued (Chart 23) and speculators are long the currency. This means that, once global growth bottoms, there could be a sharp depreciation in the dollar. We remain neutral on the USD. Our preferred defensive currency is the CHF, since the other usual safe haven, the JPY, will remain depressed if, as we expect, the Bank of Japan persists with its yield curve control, limiting the 10-year JGB yield to 0.25%. Table 3Most Central Banks Will Not Hike As Much As Futures Predict Monthly Portfolio Update: Recession Or No Recession? Monthly Portfolio Update: Recession Or No Recession? Chart 23US Dollar Is Very Overvalued US Dollar Is Very Overvalued US Dollar Is Very Overvalued Garry Evans, Senior Vice President Global Asset Allocation garry@bcaresearch.com   Footnotes 1     Please see US Bond Strategy Report, “Echoes Of 2018” dated May 24, 2022. 2     BCA Research’s US equity strategists call this a “Fat and Flat” market. Please see “What Is Next For US Equities? They Will Be Fat And Flat”. 3     Please see “Updating Our Global Golden Rule Of Bond Investing As Inflation Momentum Peaks” for an explanation of how the Golden Rule works in different countries.   Recommended Asset Allocation Model Portfolio (USD Terms)

Next Thursday May 26, we will hold the BCA Debate – High Inflation: Here To Stay,Or Soon In The Rear-View Mirror? – a Webcast in which I will debate my colleague, Chief Commodity & Energy Strategist, Bob Ryan on the outlook for inflation, and take the side that inflationary fears will soon recede. I do hope you can join us. As such, the debate will replace the weekly report, though we will renew the fractal trading watchlist on our website. Dhaval Joshi Executive Summary The second quarter’s synchronised sell-off in stocks, bonds, inflation protected bonds, industrial metals and gold is an extremely rare star alignment. The last time that the ‘everything sell-off’ star alignment happened was in early 1981 when the Paul Volcker Fed ‘broke the back’ of inflation and turned stagflation into an outright recession. In 2022, the Jay Powell Fed risks doing the same. If history repeats itself, then the template of 1981-82 could provide a useful guide for 2022-23. In which case, bond prices are now entering a bottoming process.  Stocks would bottom next. While the near term outlook is cloudy, we expect stock prices to be higher on a 12-month horizon, especially long-duration stocks that are most sensitive to bond yields. But just as in 1981-82, the biggest casualty will be industrial metals, which are likely to suffer at least double-digit losses over the coming year. Fractal trading watchlist: FTSE 100 versus Stoxx Europe 600, Czech Republic versus Poland, Food and Beverages, US REITS versus Utilities, CNY/USD. 2022-23 Could Be An Echo Of 1981-82 2022-23 Could Be An Echo Of 1981-82 2022-23 Could Be An Echo Of 1981-82 Bottom Line: The 1981-82 template for 2022-23 suggests that bonds will bottom first, followed by stocks. But steer clear of gold and industrial metals. Feature Investors have had a torrid time in the second quarter, with no place to hide.1  Stocks are down -10 percent. Bonds are down -6 percent. Inflation protected bonds are down -6 percent. Industrial metals are down -13 percent. Gold is down -6 percent. To add insult to injury, even cash is down in real terms, because the interest rate is well below the inflation rate! (Chart I-1) Chart I-1The 'Everything Sell-Off' In 2022 Last Happened In 1981, When Stagflation Morphed Into Recession The 'Everything Sell-Off' In 2022 Last Happened In 1981, When Stagflation Morphed Into Recession The 'Everything Sell-Off' In 2022 Last Happened In 1981, When Stagflation Morphed Into Recession Such a star alignment of asset returns, in which stocks, bonds, inflation protected bonds, industrial metals, and gold all sell off together, is unprecedented. In the eighty calendar quarters since the inflation protected bond market data became available in the early 2000s there has never been a quarter with an ‘everything sell-off’. Everything Has Sold Off, But Does That Make Sense? The rarity of an ‘everything sell-off’ is because there are virtually no economic or financial scenarios in which all five asset-classes should fall together (Chart I-2 and Chart I-3). Chart I-2An 'Everything Sell-Off' Is Extremely Rare An 'Everything Sell-Off' Is Extremely Rare An 'Everything Sell-Off' Is Extremely Rare Chart I-3An 'Everything Sell-Off' Is Extremely Rare An 'Everything Sell-Off' Is Extremely Rare An 'Everything Sell-Off' Is Extremely Rare A scenario dominated by rising inflation is bad for bonds, but good for inflation protected bonds, especially relative to conventional bonds. Yet inflation protected bonds have not outperformed either in absolute or relative terms. A scenario of rising inflation should also support the value of stocks, industrial metals and certainly gold, given that all three are, to varying degrees, ‘inflation hedges.’ Yet the prices of stocks, industrial metals, and gold have all plummeted. The rarity of an ‘everything sell-off’ is because there are virtually no economic or financial scenarios in which all asset classes should fall together. Conversely, a scenario dominated by slowing growth is bad for industrial metal prices, but good for conventional bond prices – as bond yields decline on diminished expectations for rate hikes. Yet conventional bonds have sold off. What about a scenario dominated by both rising inflation and slowing growth – which is to say, stagflation? In this case, we would expect inflation protected bonds to perform especially well. Meanwhile, with the economy still growing, the prices of industrial metals should not be collapsing, as they have been recently.  In a final scenario of an imminent recession we would expect stocks, industrial metals and even gold to sell off, but conventional bonds to perform especially well. The upshot is there are virtually no economic scenarios in which stocks, bonds, inflation protected bonds, industrial metals, and gold plummet together, as they have recently. So, what’s going on? To answer, we need to take a trip back to the 1980s. 1981 Was The Last Time We Had An ‘Everything Sell-Off’ Inflation protected bonds did not exist before the late 1990s. But considering the other four asset-classes – stocks, bonds, industrial metals, and gold – to find the last time that they all fell together we must travel back to 1981, the time of Margaret Thatcher, Ronald Reagan, and the Paul Volcker Fed. And suddenly, we discover spooky similarities with the current Zeitgeist. Just like today, the world’s central banks were obsessed with ‘breaking the back’ of inflation, which, like a monster in a horror movie, kept appearing to die before coming back with second and third winds (Chart I-4). Chart I-4In 1981, Just As In 2022, Central Banks Would 'Do Whatever It Takes' To Kill Inflation In 1981, Just As In 2022, Central Banks Would 'Do Whatever It Takes' To Kill Inflation In 1981, Just As In 2022, Central Banks Would 'Do Whatever It Takes' To Kill Inflation Just like today, the central banks were desperate to repair their badly damaged credibility in managing the economy. As the biography “Volcker: The Triumph of Persistence” puts it: “He restored credibility to the Federal Reserve at a time it had been greatly diminished.” And just like today, central bankers hoped that they could pilot the economy to a ‘soft landing’, though whether they genuinely believed that is another story. Asked at a press conference if higher interest rates would cause a recession, Volcker replied coyly “Well, you get varying opinions about that.” 2022 has spooky similarities with 1981. In fact, in its single-minded aim ‘to do whatever it takes’ to kill inflation, the Volcker Fed hiked the interest rate to near 20 percent, thereby triggering what was then the deepest economic recession since the Depression of the 1930s (Chart I-5 and Chart I-6). With hindsight, it was a price worth paying because the economy then began a quarter century of low inflation, steady growth, and mild recessions – a halcyon period for which the Volcker Fed’s aggressive tightening in the early 1980s have been lauded. Chart I-5In 1981, The Fed Hiked Rates To Near 20 Percent... In 1981, The Fed Hiked Rates To Near 20 Percent... In 1981, The Fed Hiked Rates To Near 20 Percent... Chart I-6...And Thereby Morphed Stagflation Into Recession ...And Thereby Morphed Stagflation Into Recession ...And Thereby Morphed Stagflation Into Recession Granted, the problems of 2022 are a much scaled down version of those in 1981, yet there are spooky similarities – a point which will not have gone unnoticed by the current crop of central bankers. It is no secret that Jay Powell is a big fan of Paul Volcker.   The Echoes Of 1981-82 In 2022-23 The answer to why everything sold off in early 1981 is that central banks took their economies from stagflation to outright recession, and the risk is that the same happens again in 2022-23 (Chart I-7). Chart I-7The Echoes Of 1981-82: Aggressive Rate Hikes In 2022-23 Will Morph Stagflation Into Recession The Echoes Of 1981-82: Aggressive Rate Hikes In 2022-23 Will Morph Stagflation Into Recession The Echoes Of 1981-82: Aggressive Rate Hikes In 2022-23 Will Morph Stagflation Into Recession In the transition from stagflation fears to recession fears, everything sells off because first the stagflation casualties get hammered, and then the recession plays get hammered. This leaves investors with no place to hide, as no mainstream asset is left unscathed. Just as in 1981, a transition from stagflation fears to recession fears likely explains the recent ‘everything sell-off’ because the sell-off in April was most painful for the stagflation casualties – bonds. Whereas, the sell-off in May has been most painful for the recession casualties – industrial metals and stocks.  In a stagflation that morphs to recession, everything sells off. What happens next? The template of 1981-82 could provide a useful guide. Bond prices bottomed first, in the late summer of 1981, as it became clear that the economy was entering a downturn which would exorcise inflation. Of the three other asset classes – all recession casualties – stocks continued to remain under pressure for the next few months but were higher 12 months later. Gold fell another 30 percent, though rebounded sharply in 1982. But the greatest pain was in the industrial metals, which fell another 30 percent and did not recover their highs for several years (Chart I-8). Chart I-82022-23 Could Be An Echo Of 1981-82 2022-23 Could Be An Echo Of 1981-82 2022-23 Could Be An Echo Of 1981-82 2022-23 could be an echo of 1981-82, with bond prices now entering a bottoming process.  Stocks would bottom next, with one difference being a quicker recovery than in 1981-82 because of their higher sensitivity to bond yields. While the near term outlook is cloudy, we expect stock prices to be higher on a 12 month horizon, especially long-duration stocks that are most sensitive to bond yields. But just as in 1981-82, the biggest casualty of a stagflation that morphs into a recession will be the overvalued industrial metals, which are likely to suffer at least double-digit losses over the coming year. Fractal Trading Watchlist This week’s new additions are Czech Republic versus Poland, and Food and Beverages versus the market, which appear overbought. And US REITS versus Utilities, and CNY/USD, which appear oversold. Finally, our new trade recommendation is to underweight the FTSE 100 versus the Stoxx Europe 600. The resource heavy FTSE 100 is especially vulnerable to our anticipated sell-off in commodities, and its recent outperformance is at a point of fragility that has marked previous turning points (Chart I-9). Set the profit target and symmetrical stop-loss at 5 percent. Chart I-9FTSE 100 Outperformance Is Near Exhaustion FTSE 100 Outperformance Is Near Exhaustion FTSE 100 Outperformance Is Near Exhaustion Fractal Trading Watchlist: New Additions Chart I-10Czech Outperformance Near Exhaustion Czech Outperformance Near Exhaustion Czech Outperformance Near Exhaustion Chart I-11Food And Beverage Outperformance Near Exhaustion CHART 1 Food And Beverage Outperformance Near Exhaustion CHART 1 Food And Beverage Outperformance Near Exhaustion CHART 1 Chart I-12US REITS Are Oversold Versus Utilities CHART 12 US REITS Are Oversold Versus Utilities CHART 12 US REITS Are Oversold Versus Utilities CHART 12 Chart I-13CNY/USD At A Support Level CNY/USD At A Support Level CNY/USD At A Support Level Chart 1The Strong Trend In The 18-Month-Out US Interest Rate Future Is Fragile The Strong Trend In The 18-Month-Out US Interest Rate Future Is Fragile The Strong Trend In The 18-Month-Out US Interest Rate Future Is Fragile Chart 2The Strong Trend In The 3 Year T-Bond Is Fragile The Strong Trend In The 3 Year T-Bond Is Fragile The Strong Trend In The 3 Year T-Bond Is Fragile Chart 3AUD/KRW Is Vulnerable To Reversal AUD/KRW Is Vulnerable To Reversal AUD/KRW Is Vulnerable To Reversal Chart 4Canada Versus Japan Is Reversing Canada Versus Japan Is Reversing Canada Versus Japan Is Reversing Chart 5Canada's TSX-60's Outperformance Might Be Over Canada's TSX-60's Outperformance Might Be Over Canada's TSX-60's Outperformance Might Be Over Chart 6US Healthcare Providers Vs. Software At Risk of Reversal US Healthcare Providers Vs. Software At Risk of Reversal US Healthcare Providers Vs. Software At Risk of Reversal Chart 7A Potential Switching Point From Tobacco Into Cannabis A Potential Switching Point From Tobacco Into Cannabis A Potential Switching Point From Tobacco Into Cannabis Chart 8Biotech Is A Major Buy Biotech Is A Major Buy Biotech Is A Major Buy Chart 9CAD/SEK Reversal Has Started CAD/SEK Reversal Has Started CAD/SEK Reversal Has Started Chart 10Financials Versus Industrials To Reverse Financials Versus Industrials To Reverse Financials Versus Industrials To Reverse Chart 11Norway's Outperformance Could End Norway's Outperformance Could End Norway's Outperformance Could End Chart 12Greece's Brief Outperformance To End Greece's Brief Outperformance To End Greece's Brief Outperformance To End Chart 13BRL/NZD At A Resistance Point BRL/NZD At A Resistance Point BRL/NZD At A Resistance Point Chart 14The Outperformance Of Resources Versus Healthcare Is Vulnerable To Reversal The Outperformance Of Resources Versus Healthcare Is Vulnerable To Reversal The Outperformance Of Resources Versus Healthcare Is Vulnerable To Reversal Chart 15The Outperformance Of Resources Versus Biotech Has Started To Reverse The Outperformance Of Resources Versus Biotech Has Started To Reverse The Outperformance Of Resources Versus Biotech Has Started To Reverse Chart 16Cotton's Outperformance Is Vulnerable To Reversal Cotton's Outperformance Is Vulnerable To Reversal Cotton's Outperformance Is Vulnerable To Reversal Chart 17Homebuilders Versus Healthcare Services Has Turned Homebuilders Versus Healthcare Services Has Turned Homebuilders Versus Healthcare Services Has Turned Chart 18Switzerland's Outperformance Vs. Germany Has Started To End Switzerland's Outperformance Vs. Germany Has Started To End Switzerland's Outperformance Vs. Germany Has Started To End Chart 19The Rally In USD/EUR Could End The Rally In USD/EUR Could End The Rally In USD/EUR Could End Chart 20The Outperformance Of MSCI Hong Kong Versus China Is Vulnerable To Reversal The Outperformance Of MSCI Hong Kong Versus China Is Vulnerable To Reversal The Outperformance Of MSCI Hong Kong Versus China Is Vulnerable To Reversal Chart 21A Potential New Entry Point Into Petcare A Potential New Entry Point Into Petcare A Potential New Entry Point Into Petcare Chart 22FTSE100 Outperformance Vs. Euro Stoxx 50 Vulnerable To Reversal FTSE100 Outperformance Vs. Euro Stoxx 50 Vulnerable To Reversal FTSE100 Outperformance Vs. Euro Stoxx 50 Vulnerable To Reversal Chart 23Netherlands Underperformance Vs. Switzerland Close To Exhaustion Netherlands Underperformance Vs. Switzerland Close To Exhaustion Netherlands Underperformance Vs. Switzerland Close To Exhaustion Chart 24The Sell-Off In The 30-Year T-Bond Is Approaching Fractal Fragility The Sell-Off In The 30-Year T-Bond Is Approaching Fractal Fragility The Sell-Off In The 30-Year T-Bond Is Approaching Fractal Fragility Chart 25The Sell-Off In The NASDAQ Is Approaching Fractal Fragility The Sell-Off In The NASDAQ Is Approaching Fractal Fragility The Sell-Off In The NASDAQ Is Approaching Fractal Fragility Chart 26Czech Outperformance Near Exhaustion Czech Outperformance Near Exhaustion Czech Outperformance Near Exhaustion Chart 27Food And Beverage Outperformance Near Exhaustion CHART 1 Food And Beverage Outperformance Near Exhaustion CHART 1 Food And Beverage Outperformance Near Exhaustion CHART 1 Chart 28US REITS Are Oversold Versus Utilities CHART 12 US REITS Are Oversold Versus Utilities CHART 12 US REITS Are Oversold Versus Utilities CHART 12 Chart 29CNY/USD At A Support Level CNY/USD At A Support Level CNY/USD At A Support Level   Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Footnotes 1 The returns are based on the S&P 500, the 10-year T-bond, the 10-year Treasury Inflation Protected Security (TIPS), the LMEX index, and gold.   Fractal Trading System Fractal Trades Markets Echo 1981, When Stagflation Morphed Into Recession Markets Echo 1981, When Stagflation Morphed Into Recession Markets Echo 1981, When Stagflation Morphed Into Recession Markets Echo 1981, When Stagflation Morphed Into Recession 6-Month Recommendations Structural Recommendations Closed Fractal Trades Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Chart II-2Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Chart II-3Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Chart II-4Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations  

Executive Summary Copper Will Remain Tight Even In Recession Copper Will Remain Tight Even In Recession Copper Will Remain Tight Even In Recession Supply-chain disruptions arising from Russia's invasion of Ukraine and demand hits from lockdowns in Shanghai are increasing the odds of a global recession, which can be seen in the WTO's latest economic forecast. Cyclical base-metals demand, particularly copper's, will slow in a recession. Still, markets will remain physically short and well bid, as incremental demand from the global renewable-energy and defense buildouts gathers strength. Global GDP growth will return to trend in 2024. Renewables and defense-related demand will continue to power ahead. Physical deficits will persist. Copper-supply growth increasingly is tied to local political risk – e.g., Chile's government sued miners over water-use disputes this month. Miners now are seeking assurances investment will be protected before committing to higher capex. The environmental stain arising from the global competition for metals will redound to the benefit oil and gas E+Ps involved in natural gas and hydrogen production. Bottom Line: A higher likelihood of a global recession will not diminish the drive to secure base metals critical to renewables and defense, particularly copper. This will keep metals bid and inventories strained. Stagflation likely ensues. We remain long commodity-index exposure expecting longer-term backwardation, and ETFs with exposures to the equity of miners. We continue to expect copper prices to average $5/lb on the COMEX this year, and $6/lb in 2023. Feature The World Trade Organization (WTO) released a sharply lower expectation for global growth this week – from a robust 5.7% rate in 2021 to 2.8% this year and 3.2% next year.1 This effectively translates into a global recession arriving this year. The WTO forecast also calls for global merchandise trade volume to grow 3.0% in 2022 and 3.4% in 2023, which also will dampen cyclical aluminium demand. Related Report  Commodity & Energy StrategyCopper Will Grind Higher The WTO's forecast is one of the first among major agencies to incorporate the impact of the Ukraine war and supply-chain disruptions arising from lockdowns in Shanghai. If the WTO's forecast is realized, cyclical copper and base metals demand will slow, but markets will remain physically short – i.e., in deficit – and well bid, in our view (Chart 1). Incremental demand from the global renewable-energy and defense buildouts in the Big 3 military-industrial blocs – the EU, US and China – will gather strength and keep metals markets tight over the course of this decade (Chart 2). Chart 1Copper Will Remain Tight Even In Recession Copper Will Remain Tight Even In Recession Copper Will Remain Tight Even In Recession Chart 2Copper Inventories Will Remain Tight Copper Demand Will Ignore Recession Copper Demand Will Ignore Recession Global refined copper demand is highly sensitive to GDP growth: While not exactly a 1-for-1 correspondence, a 1% increase in global GDP translates into a 0.76% increase in refined copper demand. A 1% increase in EM GDP translates into a 0.54% increase in refined copper demand in these economies (Chart 3). Interestingly, our modeling finds DM GDP growth has had little if any effect on global refined copper demand, most likely because, historically, DM economies were not building infrastructure to the extent EM economies, particularly China and the Asian Tigers, has been building over past decades. Chart 3World, EM GDP Drive Copper Demand World, EM GDP Drive Copper Demand World, EM GDP Drive Copper Demand Estimating New Incremental Copper Demand The DM base metals demand profile – particularly for copper – is set to change dramatically following the Russian invasion of Ukraine. Russian aggression prompted the EU to double-down on its renewable energy build-out, and to restore a credible military to protect its borders and the safety of its citizens. Both of these efforts will be funded by new bond-issuance programs from the EU. Practically, this means the EU will join the US and Chinese military-industrial complexes in the global competition for critical materials required for the renewable-energy and defense buildouts. The EU and China already were active on the renewables side; it is the US that will be joining that race on a larger scale following the passage of legislation by the Biden administration to fund and incentivize renewables.2 The US and China have been in an intense competition to build military capacities; now the EU joins that race. None of these military-industrial complexes will provide actual spending estimates for these buildouts, which means markets have to continually revise their supply-demand estimates for base metals as data becomes available. Copper markets provide the best data for such an exercise – it is the bellwether market for base metals, with useful data to estimate supply and demand. As a starting point for our estimation of copper balances going forward, we assume global cyclical demand will remain a function of global GDP; EM demand also can be modelled using EM GDP as an explanatory variable. We also assume that the 10 years ending in 2030 will require refined copper production to double in order to meet demand for renewable-energy and from the military-industrial complex globally. We make some reasonable first approximations of what this will look like initially, and then will iterate as actual data becomes available. Chart 1 shows the evolution we expect for global consumption as a function of cyclical and incremental demand. On the supply side, we use estimated annual production for refined copper production from the Australian government's Department of Industry, Science, Energy and Resources, and the World Bureau of Metals Statistics. We note there are a few noteworthy projects due to come on line – e.g., Canada (Kena Gold-Copper project; Blue Cove Copper Project); Congo (Kamoa-Kakula project ramping up); Peru (Quellaveco) and Chile (Pampa Norte). We again note that copper supply in critically important states accounting for huge shares of global production – e.g., Chile (30% of global mining output) and Peru (10%) – increasingly is vulnerable to local political risks.3 Chile, in particular, is facing environmental and political challenges on the mining side: It is in the 13th year of a drought, which forced the government to institute water rationing in the capital Santiago this week. In addition, last week the federal government sued major mining companies over water-rights disputes. Our price view will evolve as we get data on cyclical and incremental demand, and supply additions.We would note in this regard major miners already are sounding the alarm on how difficult it will be to lift supply over the next 10 years given the likely demand markets will be pricing in. For now, we are maintaining our expectation COMEX copper prices will average $5/lb this year and $6/lb next year, and that markets will remain backwardated with inventories remaining under pressure (Chart 2).4 Investment Implications Base metals markets – copper included – are facing a moment of reckoning in terms of being able to support the global push for renewable energy. While the odds of a global recession in the wake of Russia's invasion of Ukraine and China's lockdowns to address the COVID-19 outbreak in Shanghai are higher – which ordinarily would point to inventory accumulation, all else equal – we believe markets will remain tight. A recession will cause cyclical demand to soften, which, along with marginal new supply, will keep the COMEX forward curve relatively flat over the short term (3-9 months). However, over the next two years and beyond, supply will not be coming on fast enough to offset cyclical and incremental demand from the global renewables and defense buildouts (Chart 3). This will keep copper markets in physical-deficit conditions, and inventories will have to draw to meet demand (Chart 4). We expect this will translate into renewed backwardation in the COMEX forward curve. Chart 4Global Inventories Will Continue To Draw Copper Demand Will Ignore Recession Copper Demand Will Ignore Recession Chart 5Backwardation Will Re-emerge Backwardation Will Re-emerge Backwardation Will Re-emerge We remain bullish copper over the medium and longer terms, and remain long commodity index exposure expecting a return of backwardation in COMEX copper, and the XME ETF, which gives us exposure to base metals miners (Chart 5).   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Analyst Commodity & Energy Strategy ashwin.shyam@bcaresearch.com Paula Struk Research Associate Commodity & Energy Strategy paula.struk@bcaresearch.com   Commodity Round-Up Energy: Bullish US LNG exports hit record highs again in March, continuing a streak that began in December 2021. Exports averaged 11.9 Bcf/d for the month, on the back of new liquefaction capacity coming on line at the beginning of March. The US EIA is expecting LNG exports to average 12.2 Bcf/d this year, which would represent a 25% increase in shipments abroad. This US is accounting for the bulk of European LNG exports at present. European storage ended March at 26% of capacity, vs. a five-year average capacity of 34% at end-March. Separately, China became the largest importer of LNG in the world in 2021, displacing Japan for the top spot. According to the EIA, China’s LNG imports averaged 10.5 Bcf/d last year, which was close to 20% above 2020 levels. China's LNG imports exceeded Japan's , a 1.7 Bcf/d (19%) increase over its 2020 average, and 0.8 Bcf/d more than Japan’s imports. Base Metals: Bullish The Fraser Institute released a report assessing states’ and countries’ mining investment attractiveness for 2021. Investment attractiveness is measured by accounting for the mineral availability in the region and the effect of government policy on exploration investment. Western Australia topped the charts, while the copper-rich nations of Chile and Peru ranked 38th and 49th. This is telling of the policy adversity and uncertainty towards mining in these two countries and resonates with a BHP executive’s remarks a few weeks ago. Last week, the Chilean government sued mines operated by BHP, Albemarle, and Antofagasta over alleged environmental damage. One of the mines sued is BHP’s Escondida, the world’s largest copper mine. Precious Metals: Bullish According to Impala Platinum, palladium and rhodium prices are expected to rally for the next four-to-five years on tight market fundamentals. Low palladium supply coupled with an increase in the metal’s demand for catalytic converters, as pollution control regulations tighten, are causing the supply squeeze. On April 8 London’s Platinum and Palladium Market suspended Russian refiners from minting platinum and palladium for the London market, boosting the price of both metals (Charts 6 and 7). Russia supplies 10% and 40% of global mined platinum and palladium respectively. Depending on the period of the suspension, Europe may need to substitute Russian imports of the metals from South Africa. Chart 6 Copper Demand Will Ignore Recession Copper Demand Will Ignore Recession Chart 7 Copper Demand Will Ignore Recession Copper Demand Will Ignore Recession       Footnotes   1     Please see the WTO's "TRADE STATISTICS AND OUTLOOK: Russia-Ukraine conflict puts fragile global trade recovery at risk," released by the WTO on April 12, 2022. Revisions are subject to the evolution of the war in Ukraine following Russia's invasion in February 2022. 2     Worthwhile noting here the Biden Administration in the US invoked the Defense Production Act (DPA) to "to support the production and processing of minerals and materials used for large capacity batteries – such as lithium, nickel, cobalt, graphite, and manganese." In addition, the US Department of Defense will be tasked in implementing this authority. Lastly, the White House readout notes, "The President is also reviewing potential further uses of DPA – in addition to minerals and materials – to secure safer, cleaner, and more resilient energy for America." Practically, the US and China are treating access to critical materials as a defense issue. The EU likely joins this club in the very near future. 3    Please see our report from February 24, 2022 entitled Copper Will Grind Higher for additional discussion. It is available at ces.bcaresearch.com. 4    Please see, e.g., Bigger investment in mining needed to meet climate goals, says LGIM, published by ft.com on  April 5, 2022. The article summarizes a study done by Legal & General Investment and BHP, which notes that without a significant increase in mining activity – which is itself a hydrocarbon-intensive undertaking – there will not be sufficient supplies to achieve the IEA's 2050 net-zero goals.     Investment Views and Themes Strategic Recommendations Trades Closed in 2021 Image  

Executive Summary Equities Are Still Attractive Versus Bonds Equities Are Still Attractive Versus Bonds Equities Are Still Attractive Versus Bonds Macroeconomic Outlook: Global growth will reaccelerate in the second half of this year provided a ceasefire in Ukraine is reached. Inflation will temporarily come down as the dislocations caused by the war and the pandemic subside, before moving up again in late 2023. Equities: Maintain a modest overweight in stocks over a 12-month horizon, favoring non-US equities, small caps, and value stocks. Look to turn more defensive in the second half of 2023 in advance of another wave of inflation. Fixed income: The neutral rate of interest in the US is around 3.5%-to-4%, which is substantially higher than the consensus view. Bond yields will move sideways this year but will rise over the long haul. Overweight Germany, France, Japan, and Australia while underweighting the US and the UK in a global bond portfolio. Credit: Corporate debt will outperform high-quality government bonds over the next 12 months. Favor HY over IG and Europe over the US. Spreads will widen again in late 2023. Currencies: As a countercyclical currency, the US dollar will weaken later this year, with EUR/USD rising to 1.18. We are upgrading our view on the yen from bearish to neutral due to improved valuations. The CNY will strengthen as the Chinese authorities take steps to boost domestic demand. Commodities: Oil prices will dip in the second half of 2022 as the geopolitical premium in crude declines and more OPEC supply comes to market. However, oil and other commodity prices will start moving higher by mid-2023. Bottom Line: The cyclical bull market in stocks that began in 2009 is running long in the tooth, but the combination of faster global growth later this year and a temporary lull in inflation should pave the way for one final hurrah for equities.   Dear Client, Instead of our regular report this week, we are sending you our Quarterly Strategy Outlook, where we explore the major trends that are set to drive financial markets in the rest of 2022 and beyond. Next week, please join me for a webcast on Monday, April 11 at 9:00 AM EDT (2:00 PM BST, 3:00 PM CEST, 9:00 PM HKT) where I will discuss the outlook. Best regards, Peter Berezin, Chief Global Strategist P.S. You can now follow me on LinkedIn and Twitter.   I. Overview We continue to recommend overweighting global equities over a 12-month horizon. However, we see downside risks to stocks both in the near term (next 3 months) and long term (2-to-5 years). In the near term, stocks will weaken anew if Russia’s stated intentions to scale back operations in Ukraine turn out to be a ruse. There is also a risk that China will need to temporarily shutter large parts of its economy to combat the spread of the highly contagious BA.2 Omicron variant. While stocks could suffer a period of indigestion in response to monetary tightening by the Fed and a number of other central banks, we doubt that rates will rise enough over the next 12 months to undermine the global economy. This reflects our view that the neutral rate of interest in the US and most other countries is higher than widely believed. If the neutral rate ends up being between 3.5% and 4% in the US, as we expect, the odds are low that the Fed will induce a recession by raising rates to 2.75%, as the latest dot plot implies (Chart 1). Chart 1The Market Sees The Fed Raising Rates To Around 3% And Then Backing Off 2022 Second Quarter Strategy Outlook – The New Neutral 2022 Second Quarter Strategy Outlook – The New Neutral The downside of a higher neutral rate is that eventually, investors will need to value stocks using a higher real discount rate. How fast markets mark up their estimate of neutral depends on the trajectory of inflation. We were warning about inflation before it was cool to warn about inflation (see, for example, our January 2021 report, Stagflation in a Few Months?; or our February 2021 report, 1970s-Style Inflation: Yes, It Could Happen Again). Our view has been that inflation will follow a “two steps up, one step down” pattern. We are currently near the top of those two steps: US inflation will temporarily decline in the second half of this year, as goods inflation drops but service inflation is slow to rise. The decline in inflation will provide some breathing room for the Fed, allowing it to raise rates by no more than what markets are already discounting over the next 12 months. Unfortunately, the respite in inflation will not last long. By the end of 2023, inflation will start to pick up again, forcing the Fed to resume hiking rates in 2024. This second round of Fed tightening is not priced by the markets, and so when it happens, it could be quite disruptive for stocks and other risk assets. Investors should overweight equities on a 12-month horizon but look to turn more defensive in the second half of 2023.    II. The Global Economy War and Pestilence Are Near-Term Risks BCA’s geopolitical team, led by Matt Gertken, was ringing the alarm bell about Ukraine well before Russia’s invasion. Recent indications from Russia that it will scale back operations in Ukraine could pave the way for a ceasefire; or they could turn out to be a ruse, giving Russia time to restock supply lines and fortify its army in advance of a new summertime campaign against Kyiv. It is too early to tell, but either way, our geopolitical team expects more fighting in the near term. The West is not keen to give Putin an easy off-ramp, and even if it were, it is doubtful he would take it. The only way that Putin can salvage his legacy among his fan base in Russia is to decisively win the war in order to ensure Ukraine’s military neutrality.  For his part, Zelensky cannot simply agree to Russia’s pre-war demands that Ukraine demilitarize and swear off joining NATO unless Russian forces first withdraw. To give in to such demands without any concrete security guarantees would raise the question of why Ukraine fought the war to begin with.   The Impact of the Ukraine War on the Global Economy The direct effect of the war on the global economy is likely to be small. Together, Russia and Ukraine account for 3.5% of global GDP in PPP terms and 1.9% in dollar terms. Exports to Russia and Ukraine amount to only 0.2% of G7 GDP (Chart 2). Most corporations have little direct exposure to Russia, although there are a few notable exceptions (Chart 3). Chart 2Little Direct Trade Exposure To Russia And Ukraine 2022 Second Quarter Strategy Outlook – The New Neutral 2022 Second Quarter Strategy Outlook – The New Neutral In contrast to the direct effects, the indirect effects have the potential to be sizable. Russia is the world’s second largest oil producer, accounting for 12% of annual global output (Chart 4). It is the world’s top exporter of natural gas. About half of European natural gas imports come from Russia. Russia is also a significant producer of nickel, copper, aluminum, steel, and palladium. Chart 3Only A Handful Of Firms Have Significant Sales Exposure To Russia 2022 Second Quarter Strategy Outlook – The New Neutral 2022 Second Quarter Strategy Outlook – The New Neutral Chart 4Russia is The World's Second Largest Oil Producer Russia is The World's Second Largest Oil Producer Russia is The World's Second Largest Oil Producer Russia and Ukraine are major agricultural producers. Together, they account for a quarter of global wheat exports, with much of it going to the Middle East and North Africa (Chart 5). They are also significant producers of potatoes, corn, sugar beets, and seed oils. In addition, Russia produces two-thirds of all ammonium nitrate, the main source of nitrogen-based fertilizers. Largely as a result of higher commodity prices and other supply disruptions, the OECD estimates that the war could shave about 1% off of global growth this year, with Europe taking the brunt of the hit (Chart 6). At present, the futures curves for most commodities are highly backwardated (Chart 7). While one cannot look to the futures as unbiased predictors of where spot prices are heading, it is fair to say that commodity markets are discounting some easing in prices over the next two years. If that does not occur, global growth could weaken more than the OECD expects. Chart 5Developing Economies Buy The Bulk Of Russian And Ukrainian Wheat 2022 Second Quarter Strategy Outlook – The New Neutral 2022 Second Quarter Strategy Outlook – The New Neutral Chart 6The War In Ukraine Could Shave One Percentage Point Off Of Global Growth 2022 Second Quarter Strategy Outlook – The New Neutral 2022 Second Quarter Strategy Outlook – The New Neutral Chart 7Futures Curves For Most Commodities Are Backwardated 2022 Second Quarter Strategy Outlook – The New Neutral 2022 Second Quarter Strategy Outlook – The New Neutral     Another Covid Wave Two years after “two weeks to flatten the curve,” the world continues to underappreciate the power of exponential growth. Suppose that it takes five days for someone with Covid to infect someone else. If everyone with Covid infects an average of six people, the cumulative number of Covid cases would rise from 1,000 to 10 million in around four weeks. Suppose you could cut the number of new infections in half to three per person. In that case, it would take about six weeks for 10 million people to be infected. In other words, mitigation measures that cut the infection rate by half would only extend how long it takes for 10 million people to be infected by two weeks. That’s not a lot.  The point is that any infection rate above one will generate an explosive rise in cases. In the pre-Omicron days, keeping the infection rate below one was difficult, but not impossible for countries with the means and motivation to do so. As the virus has become more contagious, however, keeping it at bay has grown more difficult. The latest strain of Omicron, BA.2, appears to be 40% more contagious than the original Omicron strain, which itself was about 4-times more contagious than Delta. BA.2 is quickly spreading around the world. The number of cases has spiked across much of Europe, parts of Asia, and has begun to rise in North America (Chart 8). In China, the authorities have locked down Shanghai, home to 25 million people. Chart 8Covid Cases Are On The Rise Again 2022 Second Quarter Strategy Outlook – The New Neutral 2022 Second Quarter Strategy Outlook – The New Neutral The success that China has had in suppressing the virus has left its population with little natural immunity; and given the questionable efficacy of its vaccines, with little artificial immunity as well. Moreover, as is the case in Hong Kong, a large share of mainland China’s elderly population remains completely unvaccinated. Chart 9New Covid Drugs Are Set To Hit The Market 2022 Second Quarter Strategy Outlook – The New Neutral 2022 Second Quarter Strategy Outlook – The New Neutral This presents the Chinese authorities with a difficult dilemma: Impose severe lockdowns over much of the population, or let the virus run rampant. As the logic of exponential change described above suggests, there is not much of a middle ground. Our guess is that the Chinese government will choose the former option. China has already signed a deal to commercialize Pfizer’s Paxlovid. The drug is highly effective at preventing hospitalization if taken within five days from the onset of symptoms. Fortunately, Paxlovid production is starting to ramp up (Chart 9). China will probably wait until it has sufficient supply of the drug before relaxing its zero-Covid policy. While beneficial to growth later this year, this strategy could have a negative near-term impact on activity, as the authorities continue to play whack-a-mole with Covid.   Chart 10Inflation Is Running High, Especially In The US Inflation Is Running High, Especially In The US Inflation Is Running High, Especially In The US Central Banks in a Bind Standard economic theory says that central banks should adjust interest rates in response to permanent shocks, while ignoring transitory ones. This is especially true if the shock in question emanates from the supply side of the economy. After all, higher rates cool aggregate demand; they do not raise aggregate supply. The lone exception to this rule is when a supply shock threatens to dislodge long-term inflation expectations. If long-term inflation expectations become unanchored, what began as a transitory shock could morph into a semi-permanent one. The problem for central banks is that the dislocations caused by the Ukraine war are coming at a time when inflation is already running high. Headline CPI inflation reached 7.9% in the US in February, while core CPI inflation clocked in at 6.4%. Trimmed-mean inflation has increased in most economies (Chart 10). Fortunately, while short-term inflation expectations have moved up, long-term expectations have been more stable. Expected US inflation 5-to-10 years out in the University of Michigan survey stood at 3.0% in March, down a notch from 3.1% in January, and broadly in line with the average reading between 2010 and 2015 (Chart 11). Survey-based measures of long-term inflation expectations are even more subdued in the euro area and Japan (Chart 12). Market-based inflation expectations have risen, although this partly reflects higher oil prices. Even then, the widely-watched 5-year, 5-year forward TIPS inflation breakeven rate remains near the bottom of the Fed’s comfort range of 2.3%-to-2.5% (Chart 13).1  Chart 11Long-Term Inflation Expectations Remain Contained In The US... Long-Term Inflation Expectations Remain Contained In The US... Long-Term Inflation Expectations Remain Contained In The US... ​​​​​​ Chart 12... And In The Euro Area And Japan ... And In The Euro Area And Japan ... And In The Euro Area And Japan Chart 13The Market's Long-Term Inflation Expectations Are Near The Bottom Of The Fed's Comfort Zone The Market's Long-Term Inflation Expectations Are Near The Bottom Of The Fed's Comfort Zone The Market's Long-Term Inflation Expectations Are Near The Bottom Of The Fed's Comfort Zone Goods versus Services Inflation Most of the increase in consumer prices has been concentrated in goods rather than services (Chart 14). This is rather unusual in that goods prices usually fall over time; but in the context of the pandemic, it is entirely understandable. Chart 14Goods Prices Have Been A Major Driver Of Overall Inflation 2022 Second Quarter Strategy Outlook – The New Neutral 2022 Second Quarter Strategy Outlook – The New Neutral The pandemic caused spending to shift from services to goods (Chart 15). This occurred at the same time as the supply of goods was being adversely affected by various pandemic-disruptions, most notably the semiconductor shortage that is still curtailing automobile production.   Chart 15AGoods Inflation Should Fade As Consumption Shifts Back Towards Services (I) Goods Inflation Should Fade Goods Inflation Should Fade As Consumption Shifts Back Towards Services (I) Goods Inflation Should Fade Goods Inflation Should Fade As Consumption Shifts Back Towards Services (I) Chart 15BGoods Inflation Should Fade As Consumption Shifts Back Towards Services (II) Goods Inflation Should Fade Goods Inflation Should Fade As Consumption Shifts Back Towards Services (II) Goods Inflation Should Fade Goods Inflation Should Fade As Consumption Shifts Back Towards Services (II) Looking out, the composition of consumer spending will shift back towards services. Supply chain bottlenecks should also abate, especially if the situation in Ukraine stabilizes. It is worth noting that the number of ships on anchor off the coast of Los Angeles and Long Beach has already fallen by half (Chart 16). The supplier delivery components of both the manufacturing and nonmanufacturing ISM indices have also come off their highs (Chart 17). Even used car prices appear to have finally peaked (Chart 18). Chart 16Shipping Delays Are Abating Shipping Delays Are Abating Shipping Delays Are Abating Chart 17Delivery Times Are Slowly Coming Down Delivery Times Are Slowly Coming Down Delivery Times Are Slowly Coming Down Chart 18Used Car Prices May Have Finally Peaked Used Car Prices May Have Finally Peaked Used Car Prices May Have Finally Peaked On the Lookout for a Wage-Price Spiral Could rising services inflation offset any decline in goods inflation this year? It is possible, but for that to happen, wage growth would have to accelerate further. For now, much of the acceleration in US wage growth has occurred at the bottom end of the income distribution (Chart 19). It is easy to see why. Chart 20 shows that low-paid workers have not returned to the labor market to the same degree as higher-paid workers. However, now that extended unemployment benefits have lapsed and savings deposits are being drawn down, the incentive to resume work will strengthen. Chart 19Wage Growth Has Picked Up, But Mostly At The Bottom End Of The Income Distribution Wage Growth Has Picked Up, But Mostly At The Bottom End Of The Income Distribution Wage Growth Has Picked Up, But Mostly At The Bottom End Of The Income Distribution Chart 20More Low-Wage Employees Should Return To Work More Low-Wage Employees Should Return To Work More Low-Wage Employees Should Return To Work Chart 21More Workers Will Return To Their Jobs Once The Pandemic Ends More Workers Will Return To Their Jobs Once The Pandemic Ends More Workers Will Return To Their Jobs Once The Pandemic Ends The end of the pandemic should allow more workers to remain at their jobs. In January, during the height of the Omicron wave, 8.75 million US workers (5% of the total workforce) were absent from work due to the virus (Chart 21).   How High Will Interest Rates Eventually Rise? If goods inflation comes down swiftly later this year, and services inflation is slow to rise, then overall inflation will decline. This should allow the Fed to pause tightening in early 2023. Whether the Fed will remain on hold beyond then depends on where the neutral rate of interest resides. Chart 22The Yield Curve Inverted in Mid-2019 But Growth Accelerated The Yield Curve Inverted in Mid-2019 But Growth Accelerated The Yield Curve Inverted in Mid-2019 But Growth Accelerated The neutral rate, or equilibrium rate as it is sometimes called, is the interest rate consistent with full employment and stable inflation. If the Fed pauses hiking before interest rates have reached neutral, the economy will eventually overheat, forcing the Fed to resume hiking. In contrast, if the Fed inadvertently raises rates above neutral, unemployment will start rising, requiring the Fed to cut rates. Markets are clearly worried about the latter scenario. The 2/10 yield curve inverted earlier this week. With the term premium much lower than in the past, an inversion in the yield curve is not the powerful harbinger of recession that it once was. After all, the 2/10 curve inverted in August 2019 and the economy actually strengthened over the subsequent six months before the pandemic came along (Chart 22). Nevertheless, an inverted yield curve is consistent with markets expectations that the Fed will raise rates above neutral. That is always a dangerous undertaking. Raising rates above neutral would likely push up the unemployment rate. There has never been a case in the post-war era where the 3-month moving average of the unemployment rate has risen by more than 30 basis points without a recession occurring (Chart 23). Chart 23When Unemployment Starts Rising, It Usually Keeps Rising When Unemployment Starts Rising, It Usually Keeps Rising When Unemployment Starts Rising, It Usually Keeps Rising   As discussed in the Feature Section below, the neutral rate of interest is probably between 3.5% and 4% in the US. This is good news in the short term because it lowers the odds that the Fed will raise rates above neutral during the next 12 months. It is bad news in the long run because it means that the Fed will find itself even more behind the curve than it is now, making a recession almost inevitable. The Feature Section builds on our report from two weeks ago. Readers familiar with that report should feel free to skip ahead to the next section. III. Feature: A Higher Neutral Rate Conceptually, the neutral rate is the interest rate that equates the amount of investment a country wants to undertake at full employment with the amount of savings that it has at its disposal.2  Anything that reduces savings or increases investment would raise the neutral rate (Chart 24). Chart 24The Savings-Investment Balance Determines The Neutral Rate Of Interest 2022 Second Quarter Strategy Outlook – The New Neutral 2022 Second Quarter Strategy Outlook – The New Neutral A number of factors are likely to lower desired savings in the US over the next few years: Households will spend down their accumulated pandemic savings. US households are sitting on $2.3 trillion (10% of GDP) in excess savings, the result of both decreased spending on services during the pandemic and the receipt of generous government transfer payments (Chart 25). Household wealth has soared since the start of the pandemic (Chart 26). Conservatively assuming that households spend three cents of every additional dollar in wealth, the resulting wealth effect could boost consumption by 4% of GDP. Chart 25Plenty Of Pent-Up Demand Plenty Of Pent-Up Demand Plenty Of Pent-Up Demand Chart 26Net Worth Has Soared Since The Pandemic Net Worth Has Soared Since The Pandemic Net Worth Has Soared Since The Pandemic The household deleveraging cycle has ended (Chart 27). Household balance sheets are in good shape. After falling during the initial stages of the pandemic, consumer credit has begun to rebound. For the first time since the housing boom, mortgage equity withdrawals are rising. Banks are easing lending standards on consumer loans across the board. Chart 27US Household Deleveraging Pressures Have Abated US Household Deleveraging Pressures Have Abated US Household Deleveraging Pressures Have Abated Chart 28Baby Boomers Have Amassed A Lot Of Wealth 2022 Second Quarter Strategy Outlook – The New Neutral 2022 Second Quarter Strategy Outlook – The New Neutral Baby boomers are retiring. They hold over half of US household wealth, considerably more than younger generations (Chart 28). As baby boomers transition from being savers to dissavers, national savings will decline. Government budget deficits will stay elevated. Fiscal deficits subtract from national savings. While the US budget deficit will come down over the next few years, the IMF estimates that the structural budget deficit will still average 4.9% of GDP between 2022 and 2026 compared to 2.0% of GDP between 2014 and 2019 (Chart 29).Chart 29Fiscal Policy: Tighter But Not Tight 2022 Second Quarter Strategy Outlook – The New Neutral 2022 Second Quarter Strategy Outlook – The New Neutral On the investment front: The deceleration in trend GDP growth, which depressed investment spending, has largely run its course.3 According to the Congressional Budget Office, real potential GDP growth fell from over 3% in the early 1980s to about 1.9% today. The CBO expects potential growth to edge down only slightly to 1.7% over the next few decades (Chart 30). After moving broadly sideways for two decades, core capital goods orders – a leading indicator for capital spending – have broken out to the upside (Chart 31). Capex intention surveys remain upbeat (Chart 32). The average age of the nonresidential capital stock currently stands at 16.3 years, the highest since 1965 (Chart 33). Chart 30Much Of The Deceleration In Potential Growth Has Already Happened Much Of The Deceleration In Potential Growth Has Already Happened Much Of The Deceleration In Potential Growth Has Already Happened Chart 31Positive Signs For Capex (I) Positive Signs For Capex (I) Positive Signs For Capex (I) Chart 32Positive Signs For Capex (II) Positive Signs For Capex (II) Positive Signs For Capex (II) Chart 33An Aging Capital Stock An Aging Capital Stock An Aging Capital Stock Similar to nonresidential investment, the US has been underinvesting in residential real estate (Chart 34). The average age of the housing stock has risen to a 71-year high of 31 years. The homeowner vacancy rate has plunged to the lowest level on record. The number of newly finished homes for sale is half of what it was prior to the pandemic. Chart 34US Housing Is In Short Supply US Housing Is In Short Supply US Housing Is In Short Supply   The New ESG: Energy Security and Guns The war in Ukraine will put further upward pressure on the neutral rate, especially outside of the United States. After staging a plodding recovery following the euro debt crisis, European capital spending received a sizable boost from the launch of the NextGenerationEU Recovery Fund (Chart 35). As Mathieu Savary points out in his latest must-read report on Europe, capital spending will rise further in the years ahead as European governments accelerate efforts to make their economies less reliant on Russian energy. Germany has already announced plans to construct three new LNG terminals. The push to build out Europe’s energy infrastructure is coming at a time when businesses are looking to ramp up capital spending. As in the US, Europe’s capital stock has aged rapidly over the past decade (Chart 36). Chart 35European Capex Should Recover European Capex Should Recover European Capex Should Recover Chart 36European Machines Need More Than Just An Oil Change European Machines Need More Than Just An Oil Change European Machines Need More Than Just An Oil Change   Chart 37The War In Ukraine Calls For More Spending Across Europe The War In Ukraine Calls For More Spending Across Europe The War In Ukraine Calls For More Spending Across Europe Meanwhile, European governments are trying to ease the burden from rising energy costs. For example, France has introduced a rebate on fuel. It is part of a EUR 20 billion package aimed at cutting heating and electricity bills. European military spending will rise. Military spending currently amounts to 1.5% of GDP, well below NATO’s threshold of 2% (Chart 37). Germany has announced that it will spend EUR 100 billion more on defense. European governments will also need to boost spending to accommodate Ukrainian refugees. The UN estimates that four million refugees have left Ukraine, with the vast majority settling in the EU.   A Smaller Chinese Current Account Surplus? The difference between what a country saves and invests equals its current account balance. Historically, China has been a major exporter of savings, which has helped depress interest rates abroad. While China’s current account surplus has declined as a share of its own GDP, it has remained very large as a share of global ex-China GDP, reflecting China’s growing weight in the global economy (Chart 38). Many analysts assume that China will double down on efforts to boost exports in order to offset the drag from falling property investment. However, there is a major geopolitical snag with that thesis: A country that runs a current account surplus must, by definition, accumulate assets from the rest of the world. As the freezing of Russia’s foreign exchange reserves demonstrates, that is a risky proposition for a country such as China. Rather than increasing its current account surplus, China may seek to bolster its economy by raising domestic demand. This could be achieved by either boosting domestic infrastructure spending or raising household consumption. Notably, China’s credit impulse appears to have bottomed and is set to increase in the second half of the year. This is good news not just for Chinese growth but growth abroad (Chart 39). Chart 38Will China Be A Source Of Excess Savings? Will China Be A Source Of Excess Savings? Will China Be A Source Of Excess Savings? Chart 39China's Credit Impulse Appears To Have Bottomed China's Credit Impulse Appears To Have Bottomed China's Credit Impulse Appears To Have Bottomed The IMF’s latest projections foresee China’s current account surplus falling by more than half between 2021 and 2026 as a share of global ex-China GDP. If this were to happen, the neutral rate in China and elsewhere would rise. IV. Financial Markets A. Portfolio Strategy Chart 40The Markets Wobbled And Then Recovered After The Beginning Of The Last Four Fed Rate Cycles The Markets Wobbled And Then Recovered After The Beginning Of The Last Four Fed Rate Cycles The Markets Wobbled And Then Recovered After The Beginning Of The Last Four Fed Rate Cycles As noted in the overview, if the neutral rate turns out to be higher than currently perceived, the Fed is unlikely to induce a recession by raising rates over the next 12 months. That is good news for equities. A look back at the past four Fed tightening cycles shows that stocks often wobble when the Fed starts hiking rates, but then usually rise as long as rates do not move into restrictive territory (Chart 40). Unfortunately, a higher neutral rate also means that investors will eventually need to value stocks using a higher discount rate. It also means that any decline in inflation this year will not last. The US economy will probably start to overheat again in the second half of 2023. This will set the stage for a second, and more painful, tightening cycle in 2024. Admittedly, there is a lot of uncertainty over our “two steps up, one step down” forecast for inflation. It is certainly possible that the “one step down” phase does not last long and that the resurgence in inflation we are expecting in the second half of next year occurs earlier. It is also possible that investors will react negatively to rising rates, even if the economy is ultimately able to withstand them. As such, only a modest overweight to equities is justified over the next 12 months, with risks tilted to the downside in the near term. More conservative asset allocators should consider moving to a neutral stance on equities already, as my colleague Garry Evans advised clients to do in his latest Global Asset Allocation Quarterly Portfolio Outlook.   B. Fixed Income Stay Underweight Duration Over a 2-to-5 Year Horizon Our recommendation to maintain below-benchmark duration in fixed-income portfolios panned out since the publication of our Annual Outlook in December, with the US 10-year Treasury yield rising from 1.43% to 2.38%. We continue to expect bond yields in the US to rise over the long haul. Conceptually, the yield on a government bond equals the expected path of policy rates over the duration of the bond plus a term premium. The term premium is the difference between the return investors can expect from buying a long-term bond that pays a fixed interest rate, and the return from rolling over a short-term bill. The term premium has been negative in recent years. Investors have been willing to sacrifice return to own long-term bonds because bond prices usually rise when the odds of a recession go up. The fact that monthly stock returns and changes in bond yields have been positively correlated since 2001 underscores the benefits that investors have received from owning long-term bonds as a hedge against unfavorable economic news (Chart 41). However, now that inflation has emerged as an increasingly important macroeconomic risk, the correlation between stock returns and changes in bond yields could turn negative again. Unlike weak economic growth, which is bad for only stocks, high inflation is bad for both bonds and stocks. Chart 41Correlation Between Stock Returns And Bond Yields Could Turn Negative Correlation Between Stock Returns And Bond Yields Could Turn Negative Correlation Between Stock Returns And Bond Yields Could Turn Negative If bond yields start to rise whenever stock prices fall, the incentive to own long-term bonds will decline. This will cause the term premium to increase. Assuming the term premium rises to about 0.5%, and a neutral rate of 3.5%-to-4%, the long-term fair value for the 10-year US Treasury yield is 4%-to-4.5%. This is well above the 5-year/5-year forward yield of 2.20%.   Move from Underweight to Neutral Duration Over a 12-Month Horizon Below benchmark duration positions usually do well when the Fed hikes rates by more than expected over the subsequent 12 months (Chart 42). Chart 42The Golden Rule Of Bond Investing The Golden Rule Of Bond Investing The Golden Rule Of Bond Investing Given our view that US inflation will temporarily decline later this year, the Fed will probably not need to raise rates over the next 12 months by more than the 249 basis points that markets are already discounting. Thus, while a below-benchmark duration position is advisable over a 2-to-5-year time frame, it could struggle over a horizon of less than 12 months. Our end-2022 target range for the US 10-year Treasury yield is 2.25%-to-2.5%. Chart 43Bond Sentiment And Positioning Are Bearish Bond Sentiment And Positioning Are Bearish Bond Sentiment And Positioning Are Bearish Supporting our decision to move to a neutral benchmark duration stance over a 12-month horizon is that investor positioning and sentiment are both bond bearish (Chart 43). From a contrarian point of view, this is supportive of bonds.   Global Bond Allocation BCA’s global fixed-income strategists recommend overweighting German, French, Australian, and Japanese government bonds, while underweighting those of the US and the UK. They are neutral on Italy and Spain given that the ECB is set to slow the pace of bond buying. The neutral rate of interest has risen in the euro area, partly on the back of more expansionary fiscal policy across the region. In absolute terms, however, the neutral rate in the euro area is still quite low, and possibly negative. Unlike in the US, where inflation has risen to uncomfortably high levels, much of Europe would benefit from higher inflation expectations, as this would depress real rates across the region, giving growth a boost. This implies that the ECB is unlikely to raise rates much over the next two years. As with the euro area, Japan would benefit from lower real rates. The Bank of Japan’s yield curve control policy has been put to the test in recent weeks. To its credit, the BoJ has stuck to its guns, buying bonds in unlimited quantities to prevent yields from rising. We expect the BoJ to stay the course. Unlike in the euro area and Japan, inflation expectations are quite elevated in the UK and wage growth is rising quickly there. This justifies an underweight stance on UK gilts. Although job vacancies in Australia have climbed to record levels, wage growth is still not strong enough from the RBA’s point of view to justify rapid rate hikes. As a result, BCA’s global fixed-income strategists remain overweight Australian bonds. Finally, our fixed-income strategists are underweight Canadian bonds but are contemplating upgrading them given that markets have already priced in 238 basis points in tightening over the next 12 months. Unlike in the US, high levels of consumer debt will also limit the Bank of Canada’s ability to raise rates.   Modest Upside in High-Yield Corporate Bonds Credit spreads have narrowed in recent days but remain above where they were prior to Russia’s invasion of Ukraine. Since the start of the year, US investment-grade bonds have underperformed duration-matched Treasurys by 154 basis points, while high-yield bonds have underperformed by 96 basis points (Chart 44). The outperformance of high-yield relative to investment-grade debt can be explained by the fact that the former has more exposure to the energy sector, which has benefited from rising oil prices. Looking out, falling inflation and a rebound in global growth later this year should provide a modestly supportive backdrop for corporate credit. High-yield spreads are still pricing in a default rate of 3.8% over the next 12 months (Chart 45). This is well above the trailing 12-month default rate of 1.3%. Our fixed-income strategists continue to prefer US high-yield over US investment-grade. Chart 44Spreads Have Narrowed Over The Past Two Weeks But Remain Above Pre-War Levels Spreads Have Narrowed Over The Past Two Weeks But Remain Above Pre-War Levels Spreads Have Narrowed Over The Past Two Weeks But Remain Above Pre-War Levels Chart 45Spread-Implied Default Rate Is Too High 2022 Second Quarter Strategy Outlook – The New Neutral 2022 Second Quarter Strategy Outlook – The New Neutral   European credit is attractively priced and should benefit from any stabilization in the situation in Ukraine. Our fixed-income strategists prefer both European high-yield and investment-grade bonds over their US counterparts. As with equities, the bull market in corporate credit will end in late 2023 as the Fed is forced to resume raising rates in 2024 in the face of an overheated economy.   C. Currencies Chart 46Widening Interest Rate Differentials Have Supported The Dollar Widening Interest Rate Differentials Have Supported The Dollar Widening Interest Rate Differentials Have Supported The Dollar The US Dollar Will Weaken Starting in the Second Half of 2022 Since bottoming last May, the US dollar has been trending higher. While the dollar could strengthen further in the near term if the war in Ukraine escalates, the fundamental backdrop supporting the greenback is starting to fray. If US inflation comes down later this year, the Fed is unlikely to raise rates by more than what markets are already discounting over the next 12 months. Thus, widening rate differentials will no longer support the dollar (Chart 46). The dollar is a countercyclical currency: It usually weakens when global growth is strengthening and strengthens when global growth is weakening (Chart 47). The dollar tends to be particularly vulnerable when growth expectations are rising more outside the US than in the US (Chart 48). Chart 47The Dollar Is A Countercyclical Currency The Dollar Is A Countercyclical Currency The Dollar Is A Countercyclical Currency Chart 48Better Growth Prospects Abroad Will Weigh On The US Dollar Better Growth Prospects Abroad Will Weigh On The US Dollar Better Growth Prospects Abroad Will Weigh On The US Dollar Global growth should rebound in the second half of the year once the pandemic finally ends and the situation in Ukraine stabilizes. Growth is especially likely to recover in Europe. This will support the euro, a dovish ECB notwithstanding. Chester Ntonifor, BCA’s Foreign Exchange Strategist, expects EUR/USD to end the year at 1.18.   The Dollar is Overvalued The dollar’s ascent has left it overvalued by more than 20% on a Purchasing Power Parity (PPP) basis (Chart 49). The PPP exchange rate equalizes the price of a representative basket of goods and services between the US and other economies. PPP deviations from fair value have done a reasonably good job of predicting dollar movements over the long run (Chart 50). Chart 49USD Remains Overvalued 2022 Second Quarter Strategy Outlook – The New Neutral 2022 Second Quarter Strategy Outlook – The New Neutral Chart 50Valuations Matter For FX Long-Term Returns Valuations Matter For FX Long-Term Returns Valuations Matter For FX Long-Term Returns Reflecting the dollar’s overvaluation, the US trade deficit has widened sharply (Chart 51). Excluding energy exports, the US trade deficit as a share of GDP is now the largest on record. Equity inflows have helped finance America’s burgeoning current account deficit (Chart 52). However, these inflows have ebbed significantly as foreign investors have lost their infatuation with US tech stocks. Chart 51The US Trade Deficit Has Widened The US Trade Deficit Has Widened The US Trade Deficit Has Widened Chart 52Net Inflows Into US Equities Have Dried Up Net Inflows Into US Equities Have Dried Up Net Inflows Into US Equities Have Dried Up Dollar positioning remains stretched on the long side (Chart 53). That is not necessarily an obstacle in the short run, given that the dollar tends to be a momentum currency, but it does suggest that the greenback could weaken over a 12-month horizon as more dollar bulls jump ship.     The Yen: Cheaper but Few Catalysts for a Bounce The trade-weighted yen has depreciated by 6.4% since the start of the year. The yen is 31% undervalued relative to the dollar on a PPP basis (Chart 54). In a nod to these improved valuations, we are upgrading our 12-month and long-term view on the yen from bearish to neutral. Chart 53Still A Lot of Dollar Bulls Still A Lot of Dollar Bulls Still A Lot of Dollar Bulls Chart 54The Yen Has Gotten Cheaper The Yen Has Gotten Cheaper The Yen Has Gotten Cheaper       While the yen is unlikely to weaken much from current levels, it is unlikely to strengthen. As noted above, the Bank of Japan has no incentive to abandon its yield curve control strategy. Yes, the recent rapid decline in the yen is a shock to the economy, but it is a “good” shock in the sense that it could finally jolt inflation expectations towards the BoJ’s target of 2%. If inflation expectations rise, real rates would fall, which would be bearish for the currency.   Favor the RMB and other EM Currencies The Chinese RMB has been resilient so far this year, rising slightly against the dollar, even as the greenback has rallied against most other currencies. Real rates are much higher in China than in the US, and this has supported the RMB (Chart 55). Chart 55Higher Real Rates In China Have Supported The RMB Higher Real Rates In China Have Supported The RMB Higher Real Rates In China Have Supported The RMB Chart 56The RMB Is Undervalued Based On PPP The RMB Is Undervalued Based On PPP The RMB Is Undervalued Based On PPP   Despite the RMB’s strength, it is still undervalued by 10.5% relative to its PPP exchange rate (Chart 56). While productivity growth has slowed in China, it remains higher than in most other countries. The real exchange rates of countries that benefit from fast productivity growth typically appreciates over time. China holds about half of its foreign exchange reserves in US dollars, a number that has not changed much since 2012 (Chart 57). We expect China to diversify away from dollars over the coming years. Moreover, as discussed earlier in the report, the incentive for China to run large current account surpluses may fade, which will result in slower reserve accumulation. Both factors could curb the demand for dollars in international markets. Chart 57Half Of Chinese FX Reserves Are Held In USD Assets 2022 Second Quarter Strategy Outlook – The New Neutral 2022 Second Quarter Strategy Outlook – The New Neutral A resilient RMB will provide a tailwind for other EM currencies. Many EM central banks began to raise rates well before their developed market counterparts. In Brazil, for example, the policy rate has risen to 11.75% from 2% last April. With inflation in EMs likely to come down later this year as pandemic and war-related dislocations subside, real policy rates will rise, giving EM currencies a boost.   D. Commodities Longer-Term Bullish Thesis on Commodities Remains Intact BCA’s commodity team, led by Bob Ryan, expects crude prices to fall in the second half of the year, before moving higher again in 2023. Their forecast is for Brent to dip to $88/bbl by end-2022, which is below the current futures price of $97/bbl. Chart 58Dearth Of Oil Capex Will Put A Floor Under Oil Prices 2022 Second Quarter Strategy Outlook – The New Neutral 2022 Second Quarter Strategy Outlook – The New Neutral The risk to their end-2022 forecast is tilted to the upside. The relationship between the Saudis and the US has become increasingly strained. This could hamper efforts to bring more oil to market. Hopes that Iranian crude will reach global markets could also be dashed if, as BCA’s geopolitical strategists expect, the US-Iran nuclear deal falls through.  A cut-off of Russian oil could also cause prices to rise. While Urals crude is being sold at a heavy discount of $30/bbl to Brent (compared to a discount of around $2/bbl prior to the invasion), it is still leaving the country. In fact, Russian oil production actually rose in March over February. An escalation of the war would make it more difficult for Russia to divert enough oil to China, India, and other countries in order to evade Western sanctions. Looking beyond this year, Bob and his team see upside to oil prices. They expect Brent to finish 2023 at $96/bbl, above the futures price of $89/bbl. Years of underinvestment in crude oil production have led to tight supply conditions (Chart 58). Proven global oil reserves increased by only 6% between 2010 and 2020, having risen by 26% over the preceding decade.   Stay Positive on Metals As with oil, there has been little investment in mining capacity in recent years. While a weaker property market in China will weigh on metals prices, this will be partly offset by increased infrastructure spending. The shift towards green energy will also boost metals prices. The typical electric vehicle requires about four times as much copper as a typical gasoline-powered vehicle. Huge amounts of copper will also be necessary to expand electrical grids.   Favor Gold Over Cryptos After breaking above $2,000/oz, the price of gold has retreated to $1,926/oz. In the near term, gold prices will be swayed by geopolitical developments. Longer term, real rates will dictate the direction of gold prices. Chart 59 shows that there is a very strong correlation between the price of gold and TIPS yields. If we are correct that the neutral rate of interest is 3.5%-to-4% in the US, real bond yields will eventually need to rise from current levels. Gold prices are quite expensive by historic standards, which represents a long-term risk (Chart 60). Chart 59Strong Correlation Between Real Rates And Gold Strong Correlation Between Real Rates And Gold Strong Correlation Between Real Rates And Gold Chart 60Gold Is Quite Pricey From A Historical Perspective Gold Is Quite Pricey From A Historical Perspective Gold Is Quite Pricey From A Historical Perspective That said, we expect the bulk of the increase in real bond yields to occur only after mid-2023. As mentioned earlier, the Fed will probably not have to deliver more tightening that what markets are already discounting over the next 12 months. Thus, gold prices are unlikely to fall much in the near term. In any case, we continue to regard gold as a safer play than cryptocurrencies. As we discussed in Who Pays for Cryptos?, the long-term outlook for cryptocurrencies remains daunting. Many of the most hyped blockchain applications, from DeFi to NFTs, will turn out to be duds. Concerns that cryptocurrencies are harming the environment, contributing to crime, and enriching a small group of early investors at the expense of everyone else will lead to increased regulatory scrutiny. Our long-term target for Bitcoin is $5,000.   E. Equities Equities Are Still Attractively Priced Relative to Bonds Corporate earnings are highly correlated with the state of the business cycle (Chart 61). A recovery in global growth later this year will bolster revenue, while easing supply-chain pressures should help contain costs in the face of rising wages. It is worth noting that despite all the shocks to the global economy, EPS estimates in the US and abroad have actually risen this year (Chart 62). Chart 61The Business Cycle Drives Earnings The Business Cycle Drives Earnings The Business Cycle Drives Earnings Chart 62Global EPS Estimates Have Held Up Reasonably Well 2022 Second Quarter Strategy Outlook – The New Neutral 2022 Second Quarter Strategy Outlook – The New Neutral Chart 63Equities Are Still Attractive Versus Bonds Equities Are Still Attractive Versus Bonds Equities Are Still Attractive Versus Bonds As Doug Peta, BCA’s Chief US Strategist has pointed out, the bar for positive earnings surprises for Q1 is quite low: According to Refinitiv/IBES, S&P 500 earnings are expected to fall by 4.5% in Q1 over Q4 levels. Global equities currently trade at 18-times forward earnings. Relative to real bond yields, stocks continue to look reasonably cheap (Chart 63). Even in the US, where valuations are more stretched, the earnings yield on stocks exceeds the real bond yield by 570 basis points. At the peak of the market in 2000, the gap between earnings yields and real bond yields was close to zero.   Favor Non-US Markets, Small Caps, and Value Valuations are especially attractive outside the US. Non-US equities trade at 13.7-times forward earnings. Emerging markets trade at a forward P/E of only 12.1. Correspondingly, the gap between earnings yields and real bond yields is about 200 basis points higher outside the US. In general, non-US markets fare best in a setting of accelerating growth and a weakening dollar – precisely the sort of environment we expect to prevail in the second half of the year (Chart 64). US small caps also perform best when growth is strengthening and the dollar is weakening (Chart 65). In contrast to the period between 2003 and 2020, small caps now trade at a discount to their large cap brethren. The S&P 600 currently trades at 14.4-times forward earnings compared to 19.7-times for the S&P 500, despite the fact that small cap earnings are projected to grow more quickly both over the next 12-months and over the long haul (Chart 66). Chart 64A Weaker Dollar And Stronger Global Economy Are Tailwinds For Non-US Stocks A Weaker Dollar And Stronger Global Economy Are Tailwinds For Non-US Stocks A Weaker Dollar And Stronger Global Economy Are Tailwinds For Non-US Stocks Chart 65US Small Caps Usually Fare Well When The Economy Is Strengthening And The Dollar Is Weakening US Small Caps Usually Fare Well When The Economy Is Strengthening And The Dollar Is Weakening US Small Caps Usually Fare Well When The Economy Is Strengthening And The Dollar Is Weakening Globally, growth stocks have outperformed value stocks by 60% since 2017. However, only one-tenth of that outperformance has come from faster earnings growth (Chart 67). This has left value trading nearly two standard deviations cheap relative to growth. Chart 66Small Caps Look Attractive Relative To Large Caps Small Caps Look Attractive Relative To Large Caps Small Caps Look Attractive Relative To Large Caps Chart 67Value Remains Cheap Value Remains Cheap Value Remains Cheap Chart 68Higher Yields Tend To Flatter Bank Stocks And Usually Weigh On Tech Higher Yields Tend To Flatter Bank Stocks And Usually Weigh On Tech Higher Yields Tend To Flatter Bank Stocks And Usually Weigh On Tech Tech stocks are overrepresented in growth indices, while banks are overrepresented in value indices. US banks have held up relatively well since the start of the year but have not gained as much as one would have expected based on the significant increase in bond yields (Chart 68). With the deleveraging cycle in the US coming to an end, US banks sport both attractive valuations and the potential for better-than-expected earnings growth. European banks should also recover as the situation in Ukraine stabilizes. They trade at only 7.9-times forward earnings and 0.6-times book. On the flipside, structurally higher bond yields will weigh on tech shares. Moreover, as we discussed in our recent report entitled The Disruptor Delusion, a cooling in pandemic-related tech spending, increasing market saturation, and concerns about Big Tech’s excessive power will all hurt tech returns.   Peter Berezin Chief Global Strategist peterb@bcaresearch.com   Footnotes 1     The Federal Reserve targets an average inflation rate of 2% for the personal consumption expenditures (PCE) index. The TIPS breakeven is based on the CPI index. Due to compositional differences between the two indices, CPI inflation has historically averaged 30-to-50 basis points higher than PCE inflation. This is why the Fed effectively targets a CPI inflation rate of about 2.3%-to-2.5%. 2     These savings can either by generated domestically or imported from abroad via a current account deficit. 3    Theoretically, there is a close relationship between trend growth and the equilibrium investment-to-GDP ratio. For example, if real trend growth is 3% and the capital stock-to-GDP ratio is 200%, a country would need to invest 6% of GDP net of depreciation to maintain the existing capital stock-to-GDP ratio. In contrast, if trend growth were to fall to 2%, the country would only need to invest 4% of GDP. Global Investment Strategy View Matrix 2022 Second Quarter Strategy Outlook – The New Neutral 2022 Second Quarter Strategy Outlook – The New Neutral Special Trade Recommendations   Current MacroQuant Model Scores 2022 Second Quarter Strategy Outlook – The New Neutral 2022 Second Quarter Strategy Outlook – The New Neutral

Executive Summary Oil Remains A Prominent Inflation Variable WTI Futures Strongly Linked To US Inflation Expectations WTI Futures Strongly Linked To US Inflation Expectations Tight oil and metals markets will translate into persistently high inflation and inflation expectations over the next 5 – 10 years. High and volatile commodity prices caused by low capex will keep global inventories tight for years.  This will keep the key 5-year/5-year (5y5y) CPI swap rates used by policy makers elevated, given the strong relationship between commodity prices – particularly longer-dated oil prices – and inflation expectations. Central banks will exacerbate this tightness if they follow through on more aggressive policy.  This would increase the cost of capital for commodity producers and could induce a recession.  All the same, commodity supplies still will remain tight, and will keep inflationary pressures emanating from the real economy elevated.  Stagflation is the likely outcome. Gold is lagging as an inflation hedge vs. the average return of our commodity recommendations.  We expect this to persist.  Still, as a safe-haven and store of value during recessionary and inflationary periods, we continue to recommend gold as a portfolio hedge. Bottom Line: The dearth of capex in oil, gas and base metals markets makes persistently high inflation a foregone conclusion for the next 5-10 years.  We remain long the S&P GSCI and the COMT ETF for direct commodity-index exposure, and the XOP, XME and PICK ETFs for exposure to commodity producers' equity. Feature That's all well and good in practice, but how does it work in theory? - Seen on a T-shirt at the University of Chicago1 Related Report  Commodity & Energy StrategyCommodities' Watershed Moment   Central banks are signaling they expect higher inflation and inflation expectations to persist, and now are communicating their collective resolve to deal with this aggressively, if needs be.2 As central-bank policy evolves, commodities – particularly oil – will become even more important as coincident and leading indicators used to assess the likely course of inflation and inflation expectations, particularly their persistence. The ECB notes oil prices have become more than just one of the input costs of manufacturing, or of mining, agriculture and the production of other forms of energy essential to powering modern economies, and delivering these goods globally. For the ECB, "oil is barometer of global economic activity as well as a financial asset."3 Likewise, the BIS stresses the importance of augmenting conventional Phillips curve models with commodity inputs to more accurately capture inflation dynamics.4 This Special Report follows our earlier report published on March 10, 2022 entitled Commodities' Watershed Moment. Here we explore the consequences of tightening commodity markets, especially as regards inflation and inflation expectations, and attempt to dispel some notions about commodities and markets that could lead to policy errors. We also evaluate our commodity recommendations' performance as inflation hedges compared to gold's performance. Modeling Inflation And Inflation Expectations Our own research and modeling broadly aligns with the ECB and BIS approaches. We periodically estimate cointegrating regressions of inflation expectations using WTI futures prices to forecast 5y5y CPI swap rates (Chart 1).5 Our results are strongest when we use 3-years forward WTI prices to forecast 5y5y CPI swap rates, but shorter-term futures also provide useful information and are cointegrated with inflation expectations discovered in the 5y5y market (Chart 2). The prompt-delivery WTI futures are cointegrated with the longer-dated 3-years forward futures contract, indicating that, over time, these different maturities are following a common long-term trend. This also explains why a similar equilibrium obtains using commodity indexes – the Bloomberg Commodity Index, the S&P GSCI, etc. – as regressors in estimating inflation expectations via the 5y5y CPI swap rates. Chart 1WTI Futures Strongly Linked To US Inflation Expectations WTI Futures Strongly Linked To US Inflation Expectations WTI Futures Strongly Linked To US Inflation Expectations Chart 2US Oil Output Slightly Higher US Oil Output Slightly Higher US Oil Output Slightly Higher Globalization of production, distribution and consumption across markets weaves these markets together – e.g., global fertilizer markets experienced a supply shock this past winter when large consuming markets in Asia and Europe got into a bidding war for limited LNG supplies – and transmits shocks across commodity markets. This partly explains the common long-term trend commodities generally share. Another feature weaving markets together globally is the fact that most global trade is invoiced and funded in USD, which means that the Fed's monetary policy decisions reverberate around the world when rates are increased or dollar liquidity is reduced.6 Lastly, trading markets are global. Commodity markets have evolved – as the ECB notes – into asset markets as well as hedging markets. This means arbitrage across commodity and rates markets (interest rates, inflation rates, FX rates, etc.) accelerates the impounding of information into prices quickly. In this environment, cointegration is strengthened among physical and financial trading markets, creating prices that share long-term equilibria. This makes the current time especially fraught, as the Fed embarks on a policy-tightening course against the backdrop of war in Europe and global commodity shortages. These effects are experienced across geographies and across time, forming a dynamic system in which supply, demand and inventories are constantly adjusting to new information. This affects current and expected fundamentals and financial conditions, which arrives to markets instantaneously. It is not surprising, then, that prices in these markets are, for the most part, cointegrated over the long run.7 Policy Errors Likely On The Way Monetary policy is not well suited to dealing with commodity scarcity. Nor is fiscal policy – e.g., government subsidies to soften the blow of rising energy prices only encourage over-consumption of scarce resources, which accelerates inventory depletion and tightens markets further. The Fed, in particular, likely is reviewing its 1970s playbook for lessons learned in the last major supply shock to hit the world – the Arab Oil Embargo of 1973, which was followed by the Iran-Iraq war in 1979. Together, these events triggered a surge in real oil prices, which rose by 4.5x – from $21.55/bbl in 1970 to $116.11/bbl in 1980, according to the EIA (Chart 3). Chart 3Fed Will Look Back At 1970s Playbook Tight Commodity Markets: Persistently High Inflation Tight Commodity Markets: Persistently High Inflation In setting policy, economists generally – at the Fed, the IMF, the World Bank and elsewhere – mistakenly view commodity forward curves as something of a forecast.8 This use of the futures curve is mistaken because it only reflects the price levels as which transactions occurred on any given day. So while a non-specialist might view a backwardated forward curve for Brent as a market-based forecast for lower prices in the future – since prompt prices are trading below deferred prices – a more accurate reading would suggest markets are tight and likely will remain tight. This particular term structure indicates physical inventories are tight, and will remain so until sufficient supply is brought to market to allow refiners to restock. Steep backwardations also predispose markets to higher price volatility, because because of low inventory levels: The market's shock absorber (inventories) is low, so volatility increases.9 Suppose policy makers are counting on lower oil prices – per a forward curve's "forecast" – to bring inflation down. In that case, they likely will be disappointed unless additional supplies arrive. Should the Fed act on the belief that backwardation is a forecast for lower prices and continue to provide forward guidance to markets suggesting inflation will be lower next year, e.g., any delay in its rate hikes will leave it behind the inflation curve. Additional policy errors can come from the fiscal side, for example, when governments provide subsidies to soften the blow of higher oil prices. This retards the function of the price mechanism, and incentivizes higher consumption, which will exacerbate price increases. This would be bullish for oil prices in the short and medium term (6 months – 2 years). Commodity markets are tight globally – at or near scarcity levels in many cases, as can be seen by the continually declining inventories in oil and base metals (Chart 4 and 5). Base metals markets are extremely tight, and are on the back foot – i.e., with physical deficits and low inventories – just as the world's largest economic blocks (EU, US, China) are launching massive buildouts of their renewable-generation fleets and electric grids, and embarking on massive military buildups. These applications will require huge increases in base metals supplies to pull off. Grain markets will tighten as the impact of the Russian invasion of Ukraine unfolds in the spring, when winter wheat crops in Ukraine will need to be fertilized and tended. Chart 4Oil Markets Remain Tight... Oil Markets Remain Tight... Oil Markets Remain Tight... Chart 5…As Do Metals Tight Commodity Markets: Persistently High Inflation Tight Commodity Markets: Persistently High Inflation Barring an extremely deep recession that sharply reduces aggregate demand globally, it is difficult to see how this is not inflationary for years to come. Nonetheless, even a deep recession will still leave markets massively short base metals, and, after core-OPEC producers Saudi Arabia and the UAE bring what left of their spare capacity to market, oil. Investment Implications In days gone by, gold served as a go-to inflation hedge. At present, gold is lagging as an inflation hedge vs. the average return of our direct and equity-related commodity recommendations (Chart 6). We expect this to persist. Gold has performed well against the broad-trade weighted USD, however (Chart 7). We continue to recommend gold as a portfolio hedge, as it remains responsive to policy and geopolitical shocks. And it remains a safe-haven and store of value during recessionary and inflationary periods. Chart 6Commodity Recommendations Outperform Gold Commodity Recommendations Outperform Gold Commodity Recommendations Outperform Gold Chart 7Gold Outperforms USD Gold Outperforms USD Gold Outperforms USD The dearth of capex in oil, gas and base metals markets makes persistently high inflation a foregone conclusion for the next 5-10 years, barring a steep recession. Such a turn of events diminishes in probability, as governments keep funneling subsidies to households to soften the blow of higher prices and stave off a recessionary contraction in GDP. These subsidies only succeed in retarding the price signal the market is sending to reduce consumption of scarce commodities, which means available inventories will be drawn down more quickly. We remain long the S&P GSCI and the COMT ETF for direct commodity-index exposure, and the XOP, XME and PICK ETFs for exposure to commodity producers' equity. These are long-term holdings, given our view the commodities bull market will run for years.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com     Footnotes 1     Please see That Works Very Well in Practice, But How Does It Work In Theory? Published by quoteinvestigator.com for a history of how this phrase made it to UChicago's T-shirts. 2     Please see Between A Rock And A Hard Place, published 21 March 2022 by our US Investment Strategy, which is led by Doug Peta, a UChicago alum. 3    For insight into how central banks assess inflation and inflation expectations vis-à-vis commodity markets, particularly oil, please see the ECB's September 2020 working paper entitled " Global financial markets and oil price shocks in real time," by Fabrizio Venditti, Giovanni Veronese.  In it, the authors note, "The role that the price of oil plays in economic analysis in central banks and in financial markets has evolved over time. Oil is not seen anymore just as a (sic) input to production but also as a barometer of global economic activity as well as a financial asset."   4    The BIS recently noted augmenting standard Phillips Curve models with information from commodities and FX markets to reflect the profound changes wrought by globalization is critical for improving inflation forecasts, and explaining the dynamics of inflation and inflation expectations. Please see "Has globalization changed the inflation process?" by Kristin J. Forbes, published by the Bank for International Settlements in June 2019.  She notes, "The results in this paper suggest it is necessary to incorporate additional “global” factors in models of inflation dynamics, including global slack, non-fuel commodity prices (as well as oil prices), the exchange rate, and global price competition" to accurately explain and forecast inflation.  See below for further discussion. 5    In our modeling, the regressor with the best fit in our 5y5y CPI swap forecasts is the WTI 3-years forward futures contract. Both the 5y5y CPI swap rate and the WTI futures are non-stationary variables sharing a common long-term trend, meaning these are cointegrated random variables. The time series we use start in 2010, so post-GFC, which was a regime change for markets globally. The regression diagnostics are very strong, particularly for the ARDL model. We also find the 3-years forward WTI price is cointegrated with the prompt WTI futures contract, indicating these variables – one calling for delivery of crude oil in 3 years, the other in one month – are cointegrated. We get similar cointegration results using commodity indexes – e.g., the Bloomberg Commodity Index, and the LME base metals index – which tend to use futures contracts closer to delivery. This indicates commodity prices generally can be thought of as non-stationary variables vibrating randomly around a common long-term trend. We use cointegration models to avoid spurious relationships – e.g., regressing a stationary variable on a non-stationary variable. Statistically, cointegration is much stronger than simple correlation because it avoids the trap of spurious relationships. Please see Granger, C.W.J., Developments in the Study of Cointegrated Variables, Chapter 4 in Engle and Granger (eds): 1991, Long-Run Economic Relationships. Readings in Cointegration, Oxford University Press. This is an a article by Clive Granger, who received the Nobel prize in economics in 2003 for his pioneering work developing the mathematics of cointegration. See also Geman, H. (2007), Mean reversion versus random walk in oil and natural gas prices, in Advances in Mathematical Finance (pp. 219-228), for a rigorous discussion of random-walking oil and gas variables. 6    Please see Global Dimensions of U.S. Monetary Policy by Maurice Obstfeld, which appeared in the February 2020 issue of International Journal of Central Banking for an excellent discussion of the Fed's role in global trade. This is not all a one-way street, as Obstfeld notes, in that policy decisions can create "potential spillback onto the U.S. economy from the disproportionate influence of U.S. monetary policy on the outside world." 7     These cointegrating features of commodity markets, inflation rates and USD effects are not agreed by all economists. See, e.g., the Oxford Institute for Energy Studies report of August 2021 Is the Oil Price-Inflation Relationship Transitory? by Ilia Bouchouev. The paper notes, "In theory, the fundamental relationship that exists between short-term inflation and gasoline futures should be fading away with time, and for 5y5y breakeven it should indeed be close to zero. In practice, however, it is not." 8    Please see Forecasting the price of oil, which was published by the ECB in Issue 4 of its 2015. The Bank notes, "Oil price futures are frequently used as the baseline for oil price assumptions in economic projections. They are used, for example, in the Eurosystem/ECB staff macroeconomic projections and in the projections of many other central banks and international institutions. The main reason for using futures as a baseline for oil price assumptions is that they provide a simple and transparent method which is easy to communicate." (p. 90) 9    Please see Kogan, Leonid, Dmitry Livdan and Amir Yaron (2009), " Oil Futures Prices in a Production Economy With Investment Constraints," The Journal of Finance, 64:3, pp. 1345-1375.   Investment Views and Themes Strategic Recommendations Trades Closed in 2021 Image