Sectors

Executive Summary Table 1Equity Capitulation Scorecard Have US Equities Hit Rock Bottom? Have US Equities Hit Rock Bottom? We have put together a framework to capture the extent to which recent economic and political developments have been priced in by the equity market.  It has seven criteria: Rate stabilization has not materialized yet, monetary conditions will continue to tighten Economic growth expectations do not yet reflect the deteriorating economic backdrop.  US GDP forecasts will be downgraded which will be a drag on equity performance Earnings growth expectations need to come down to reflect supply disruptions, raging input prices, and the stronger dollar Oil prices have stabilized which provides support for US equities Valuations have retraced, signaling that the market is reasonably priced Technicals signal that the market is oversold “Black swans”: The effects of the war in Ukraine will be a drag on US equities and are not yet fully priced in.  However, China’s pledge to be more investor-friendly is a positive. On balance, risks for US equities slightly outweigh the upside opportunity. Bottom Line: Although many ingredients for a sustainable rally are already in place, our analysis concludes that US equities have not hit rock bottom yet, and time is needed to resolve remaining headwinds. Feature The S&P 500 and NASDAQ are in correction territory, having pulled back 13% and 22%, respectively from their peak. Over the past few months, investors had to process a witches’ brew of staggering inflation, impending monetary tightening, and a war in the heart of Europe. Too much! Related Report  US Equity StrategyAre We There Yet? However, over the past couple of days, US equities have staged an aggressive rally: The S&P rebounded 5.5% and the NASDAQ 8%. While we are long-term investors and don’t focus on short-term market moves, we find a recent market turn a good excuse to take a close look at US equities and gauge whether this recent rally is a “dead-cat bounce” or the market has truly bottomed and is in the early stages of a recovery rally. To do so, we have put together a framework to capture the extent to which recent economic and political developments have been priced in by the equity market. “Equity Capitulation” Framework Historically, equities bottomed when bad news had been reflected in expectations, valuations had come down to reflect the new economic reality, and investors had capitulated. Here are our criteria for an equity rebound this economic cycle: Monetary tightening has been priced in and rates have stabilized Economic growth expectations have been downgraded Energy prices have normalized Earnings growth expectations have come down and earnings are unlikely to surprise on the downside Investors have capitulated and sentiment is rock-bottom Valuations have lost their “good times” froth and are attractive There are resolutions of the geopolitical factors that have contributed to market turmoil In this report, we will go through each of the criteria and do our best to gauge whether “we are there yet.” Pricing In Tighter Monetary Policy – Rate Stabilization Is Still Elusive The recent correction of US equities reflects a repricing due to tighter monetary policy. The million-dollar question is how much monetary tightening is priced in and when will rates stabilize? To our minds, this is one of the key conditions for a sustainable bull market. Last week, the Fed raised rates for the first time since 2018. This first rate hike is 0.25 - 0.50, which did not come as a surprise and was broadcast well in advance. The latest dot plot also signals that the Fed expects the target rate to reach 1.75% by the end of 2022, i.e., six more hikes are expected this year. However, a day after the announcement, the market is pricing eight to nine rate hikes (Chart 1), with the Fed rate ending the year at 2.25-2.5%. Thus, the market expects aggressive Fed action and is likely to be positively surprised when the Fed takes a more measured approach than anticipated. This is certainly positive for equities.   Chart 1The Market Is Pricing More Hikes In 2022 Then The Fed The Market Is Pricing More Hikes In 2022 Then The Fed The Market Is Pricing More Hikes In 2022 Then The Fed Chart 2Monetary Conditions Will Continue To Tighten Monetary Conditions Will Continue To Tighten Monetary Conditions Will Continue To Tighten However, despite the market coming to terms with an aggressive hiking schedule, monetary conditions are still easy (Chart 2), and real rates are negative. With the Fed’s emphasis on combating inflation, it is reasonable to expect that monetary conditions will continue to tighten, and real rates will rise. Also, nominal rates don’t yet show any signs of stabilization either (Chart 3). What does this mean for equities? Empirical analysis demonstrates that it takes around three months after the first hike for equities to adjust to a new monetary regime and deliver positive returns (Chart 4). Chart 3Rates Have Not Stabilized Yet Rates Have Not Stabilized Yet Rates Have Not Stabilized Yet Chart 4Adjusting to A Tighter Monetary Regime Takes Time Have US Equities Hit Rock Bottom? Have US Equities Hit Rock Bottom? Monetary conditions are likely to tighten further. Rate stabilization, which we are looking for, has not materialized just yet. On a positive note, we don’t expect any negative surprises from the Fed. Forecasts Need To Reflect Slowing Economic Growth According to the Bloomberg consensus, economic growth expectations for 2022 are still robust and have not been substantially downgraded (Chart 5). The market still expects the US economy to grow at 3.55%, compared to 3.8% in January, despite monetary tightening, falling ISM PMI readings (Chart 6), and soaring energy costs. The Fed is more realistic about the effects of its policy on economic growth, changing expectations from 4% to 2.8%. The logical conclusion is that more GDP growth downgrades are on the way. The latest reading of the Atlanta Fed stands at only 1.3%. Chart 5Economic Forecasts Do Not Yet Reflect Deteriorating Macro Backdrop Economic Forecasts Do Not Yet Reflect Deteriorating Macro Backdrop Economic Forecasts Do Not Yet Reflect Deteriorating Macro Backdrop Chart 6Surveys Signal Growth A Slow Down Surveys Signal Growth A Slow Down Surveys Signal Growth A Slow Down It is also important to note that both the direct and indirect effects of the war in Ukraine are yet to be reflected in US growth forecasts: Since the beginning of the war, the GSCI Commodities index has increased by 11%. One might argue that soaring commodity prices are a temporary phenomenon and forward curves signal eventual reversion to long-term averages. However, this may take months and even years, and by then, most of the stockpiles and hedges are likely to run out. Growth expectations are likely to fall, or worse yet, economic growth may surprise on the downside. Earnings Expectations Need To Come Down Similar to economic growth forecasts, bottom-up earnings growth expectations have barely budged (Chart 7): The market is still expecting about 9% earnings growth over the next 12 months. However, global supply disruptions and raging input prices are bound to cut into corporate profitability and slow earnings growth. Chart 7Earnings Expectations Have Not Budged Earnings Expectations Have Not Budged Earnings Expectations Have Not Budged To make things worse, the US dollar has appreciated by nearly 10% since the beginning of 2021 (Chart 8). Since companies in the S&P 500 derive 40% from abroad, the strong greenback is bound to translate into softer overseas profits, cutting into the profitability of US multinationals. The effect of a stronger currency will be further exacerbated by the withdrawal of US companies from Russia to protest the war in Ukraine. While most US companies have limited exposure to Russia, there are some that will take a hit: For example, Philip Morris derives 8% of sales from that market. McDonald’s announced that closing its restaurants in Russia will cost $50 million a month or 9% of annual sales. While it is hard to accurately gauge the effect of the war and self-sanctions on US corporate profits, on the margin it is definitely a negative. Chart 8Dollar Has Strengthened Significantly Dollar Has Strengthened Significantly Dollar Has Strengthened Significantly Earnings growth expectations have barely budged, and do not reflect a surge in commodity prices, a war, and slowing economic growth. We posit that downgrades are highly likely, and will be a drag on US equity performance. Oil Prices Have Stabilized The key channel for the war in Ukraine to affect the rest of the world is through the supply of energy. High energy prices present an economic danger because they touch every facet of the economy. Goldman Sachs estimates that spiraling electricity prices have already taken down 900,000 tonnes of aluminum capacity and 700,000 tonnes of zinc capacity in Europe. Certainly, in the past, a jump in the oil price has often been associated with recessions and negative equity returns (Chart 9). Therefore, we consider it a major shot in the arm that the WTI has come down from $130 to $105 on the back of lockdowns in China. This hiatus gives policymakers and oil producers time to negotiate deals and restart production – the onus is on US shale producers and Gulf nations. However, the long-term resolution is yet to be seen. Chart 9Oil Price Increases Have Been Associated With Negative Equity Returns Oil Price Increases Have Been Associated With Negative Equity Returns Oil Price Increases Have Been Associated With Negative Equity Returns Oil price stabilization provides solid support for US equity performance. Valuations – No Longer An Excuse Not To Buy The correction in US equity markets has taken the froth off valuations: The S&P 500 forward multiple has come down from roughly 23x to 19x earnings (Chart 10), with all of the change attributable to multiple contraction. The BCA S&P 500 Valuation Indicator shows that the index is no longer “overvalued” (Chart 11). Outright cheap? No. But valuations can no longer be an excuse not to buy. Also, there are multiple corners of the market that are outright cheap – lots of bottom fishing is already taking place. Chart 10Valuations Have Moderated Valuations Have Moderated Valuations Have Moderated Chart 11The S&P 500 Is No Longer Overvalued... The S&P 500 Is No Longer Overvalued... The S&P 500 Is No Longer Overvalued...   Valuations have moderated and the market is reasonably priced. Technicals – The Market Is Oversold While valuation multiples may contract further, most technical and sentiment indicators are flashing capitulation. The AAII Investor Bull/Bear Sentiment Indicator is below its March 2020 reading while the BCA Technical Indicator has shifted towards the oversold zone (Chart 12). It is important to note that this indicator is driven primarily by momentum components – its reading is oblivious to the top-heavy index composition and reflects prospects for large caps. A useful way to look under the index’s hood is to consider the number of stocks that retraced from their highs, currently over 95% of NASDAQ stocks have retraced  (Chart 13). This high a reading flashes that the market is oversold, and there are lots of bargains to be had. Chart 12...Or Overbought ...Or Overbought ...Or Overbought Chart 13Majority Of Stocks Are Oversold Majority Of Stocks Are Oversold Majority Of Stocks Are Oversold   Technicals indicate an oversold market. Black Swans Have Landed The war in Ukraine: Optimism about a potential peace deal between Russia and Ukraine seems premature – the conflict is just getting started and neither side will be backing off until it has to surrender unconditionally. However, while the war is contained in Ukraine, and Russian gas is flowing to Europe, any crisis in the equity market would be averted. The war in Ukraine will remain a headwind to global equities for a while. And while the US equity market is insulated from the direct consequences of the crisis, indirect effects will continue to reverberate through its economy for now. The direct and indirect effects of the war in Ukraine will be a drag on US equities and are not yet fully priced in. China pledged to keep capital markets stable and vowed to support overseas stock listings, indicating that regulation of Big Tech will end soon. In addition, it promised to offer support for property developers to minimize their risks. And China’s pledge to be more investor-friendly is believable as in its current stage of economy and with the onset of COVID, the government is in dire need of propping up both the economy and the stock market. Of course, China still presents great uncertainty associated with lockdowns. This is a positive for the US market as there are a number of Chinese companies listed on the US stock exchanges. Putting It All Together Our Equity Capitulation scorecard has seven different criteria, as discussed above. According to our assessment of the economic and market environments, there are two factors that signal near-term equity rebound: Investor capitulation or Technicals, and Energy prices. However, there are still headwinds: Monetary conditions will continue to tighten, economic and earnings growth expectations will be downgraded, and the war in Ukraine is unlikely to end soon. On balance, risks for US equities slightly outweigh the opportunity. The final score is -1, which indicates a mildly negative stance on US equities (Table 1). However, most of the outstanding negatives are likely to be resolved soon (i.e., downward revisions of expectations). Table 1Equity Capitulation Scorecard Have US Equities Hit Rock Bottom? Have US Equities Hit Rock Bottom? Investment Implications Our equity capitulation indicator signals that cautious investors should continue to be underweight equities on the back of monetary tightening, slowing growth, and upcoming downward revision cycles. While Technicals and valuations make equities tempting, volatility in equities is likely to continue, and rallies will probably be short-lived. As always, long-term investors have more latitude in investment decision-making, and we believe that the long-term outlook for equities is positive. Bottom Line Our analysis concludes that US equities have not hit rock bottom yet, although many ingredients are already in place: Valuations are attractive, and equities are outright oversold. While buying equities at these levels is tempting, we recommend patience: Economic growth expectations are still elevated, and bottom-up earnings growth forecasts need to come down to reflect slowing growth and the direct and indirect effects of the war in Ukraine.   Irene Tunkel Chief Strategist, US Equity Strategy irene.tunkel@bcaresearch.com   Recommended Allocation

Executive Summary Ebbing Stagflation Fear Will Prompt Rerating Ebbing Stagflation Fear Will Prompt Rerating Ebbing Stagflation Fear Will Prompt Rerating European inflation will rise further before peaking this summer. Core CPI will reach between 2.8% and 3.2% by year-end before receding. The combination of stabilizing growth and the eventual peak in inflation will cause stagflation fears to recede. European assets have greater upside. Cyclicals, small-caps, and financials will be major beneficiaries of declining stagflation fears. The underperformance of UK small-cap stocks is nearing its end. UK large-cap equities are a tactical sell against Eurozone and Swedish shares. TACTICAL INCEPTION DATE RETURN SINCE INCEPTION (%) COMMENT EQUITIES Buy European & Swedish Equities / Sell UK Large Caps Stocks 03/21/2022     Bottom Line: Stagflation fears are near an apex as commodity inflation recedes. A peak in these fears will allow European asset prices to perform strongly over the coming quarters.     Despite a glimmer of hope that Ukraine and Russia may find a diplomatic end to the war, the reality on the ground is that the conflict has intensified. Although the hostilities are worsening and the European Central Bank (ECB) surprised the markets with its hawkish tone, European assets have begun to catch a bid. The crucial question for investors is whether this rebound constitutes a new trend or a counter-trend move? Our view about Europe is optimistic right now. The path is not a direct line upward. The recent optimism about the outcome of the Russia-Ukraine talks is premature; however, we are getting to the point when markets are becoming desensitized to the war and energy prices are losing steam. Moreover, the increasing number of statements by Chinese economic authorities pointing toward greater stimulus and support to alleviate the pain created by China’s stringent zero-COVID policy are another positive omen. Higher Inflation For Some Time European headline inflation is set to exceed 7% this summer and core CPI will increase between 2.8% and 3.2% by the end of 2022. Related Report  European Investment StrategySpring Stagflation The main force that will push inflation higher in Europe remains commodity prices. Energy inflation is extremely strong at already 32% per annum (Chart 1). It will increase further because of both the recent jump in Brent prices to EUR122/bbl on March 8 and the upsurge in natural gas prices, which were as high as EUR212/MWh on the same day before settling to EUR106/MWh last Friday. The impact of energy prices will not be limited to headline inflation and will filter through to core CPI (Chart 1, bottom panel). The average monthly percentage change in the Eurozone core CPI inflation stands at 0.25% for the past six months (compared to an average of 0.09% over the past ten years), or the period when energy-prices inflation has been the strongest. Assuming monthly inflation remains at such an elevated level, annual core CPI will hit 3.3% in the Eurozone by the end of 2022 (Chart 2). Chart 2Core CPI to Rise Further Core CPI to Rise Further Core CPI to Rise Further Chart 1Energy Inflation: Alive And Well Energy Inflation: Alive And Well Energy Inflation: Alive And Well The picture is not entirely bleak. Many forces suggest that these inflationary forces will recede before year-end in Europe. Energy prices are peaking, which is consistent with a diminishing inflationary impulse from that space. We showed two weeks ago that the massive backwardation of oil curves, the heavy bullish sentiment, and the high level of risk-reversals were consistent with a severe but transitory adjustment in the energy market. Oil markets will experience further volatility, as uncertainty around peace/ceasefire negotiations continues to evolve in Ukraine. Nonetheless, the peak in energy prices has most likely been reached. BCA’s energy strategists expect Brent to average $93/bbl in 2022 and in 2023. The potential for a decline in headline CPI after the summer is not limited to energy prices. Dramatic moves in the commodity market, from metals to agricultural resources, have made headlines. Yet, the rate of change of commodity prices is decelerating, hence, the commodity impulse to inflation is slowing sharply. As Chart 3 shows, this is a harbinger of a slowdown in European headline CPI. Related Report  European Investment StrategyFallout From Ukraine Looking beyond commodity markets, the recent deceleration in European economic activity also suggests weaker inflation in the latter half of 2022. Germany will likely suffer a recession because it already registered a negative GDP growth in Q4 2021. Q1 2022 growth will be even worse because of the country’s high exposure to both China and fossil fuel prices. More broadly, the recent deceleration in the rate of change of both the manufacturing and services PMIs is consistent with an imminent peak in the second derivative of goods and services CPI (Chart 4). Chart 3Commodity Impulse Is Peaking Commodity Impulse Is Peaking Commodity Impulse Is Peaking Chart 4Inflation's Maximum Momentum Is Now Inflation's Maximum Momentum Is Now Inflation's Maximum Momentum Is Now Underlying drivers of inflation also remain tame in Europe. European negotiated wages are only expanding at a 1.5% annual rate, which translates into unit labor costs growth of 1% (Chart 5). This contrast with the US, where wages are expanding at a 4.3% annual rate. A peak in inflation, however, does not mean that CPI readings will fall below the ECB’s 2% threshold anytime soon. The European economy continues to face supply shortages that the Ukrainian conflict exacerbates (Chart 6). Moreover, the recent wave of COVID-19 in China increases the risk of disruptions in supply chains, as highlighted by the closure of Foxconn factories in Shenzhen. Finally, inflation has yet to peak; mathematically, it will take a long time before it falls back below levels targeted by Frankfurt. Chart 5The European Labor Market Is Not Inflationary The European Labor Market Is Not Inflationary The European Labor Market Is Not Inflationary Chart 6Not Blemish-Free Not Blemish-Free Not Blemish-Free Bottom Line: European headline inflation will peak this summer, probably above 7%. Additionally, core CPI is likely to reach between 2.8% and 3.2% in the second half of 2022. As a result of a decline in the commodity impulse, inflation will decelerate afterward, but it will remain above the ECB’s 2% target for most of 2023. Hopes For Growth Two weeks ago, we wrote that Europe was facing a stagflation episode in the coming one to two quarters, but that, ultimately, economic activity will recover well. Recent evidence confirms that assessment. Chart 7A Coming Chinese Tailwind? A Coming Chinese Tailwind? A Coming Chinese Tailwind? The tone of Chinese policymakers is becoming more aggressive, in favor of supporting the economy. On March 16, Vice-Premier Liu He highlighted that Beijing was readying to support property and tech shares and that it will do more to stimulate the economy. True, this response was made in part to address the need to close cities affected by the sudden spike of Omicron cases around China. Nonetheless, the global experience with Omicron demonstrates that, as spectacular and violent the surge in cases may be, it is short-lived. Meanwhile, the impact of stimulus filters through the economy over many months. As a result, Europe will experience the impact of China’s Omicron-induced slowdown, while it also suffers from the growth-sapping effects of the Ukrainian conflict; however, it will also enjoy the positive effect on growth of a rising credit impulse over several subsequent quarters (Chart 7). Beyond China, the other themes we have discussed in recent weeks remain valid. First, European fiscal policy will become looser, as governments prepare to fight the slowdown caused by the war, while also increasing infrastructure spending to wean Europe off Russian energy. Moreover, European military spending is well below NATO’s 2% objective. This will not remain the case, as military expenditure may leap from less than EUR100bn per year to nearly EUR400bn per year over the coming decade. Second, European spending on consumer durable goods still lags well behind the trajectory of the US. With the energy drag at its apex today, consumer spending on durable goods will be able to catch up in the latter half of the year, especially with the household savings rate standing at 15% or 2.5 percentage points above its pre-COVID level. Bottom Line: European growth will be very low in the coming quarters. Germany is likely to face a technical recession as Q1 2022 data filters in. Nonetheless, Chinese stimulus, European fiscal support, pent-up demand, and a declining energy drag will allow growth to recover in the latter half of the year. As a result, we agree with the European Commission estimates that European growth will slow markedly this year. Market Implications In the context of a transitory shock to European economic activity and a coming peak in inflation, European stock prices have likely bottomed. Chart 8Depressed Sentiment To Help Beta Depressed Sentiment To Help Beta Depressed Sentiment To Help Beta Sentiment has reached levels normally linked with a durable market floor. The NAAIM Exposure Index has fallen to a point from which global markets often recover. Europe’s high beta nature increases the odds that European equities will greatly benefit in that context (Chart 8). Valuations confirm that sentiment toward European assets has reached a capitulation stage. The annual rate of change of the earnings yields in the earnings yields has hit 73%, which is consistent with a market bottom (Chart 9). More importantly, the change in European forward P/E tracks closely our European Stagflation Sentiment Proxy (ESSP), based on the difference between the Growth and Inflation Expectations’ components of the ZEW survey (Chart 10). For now, our ESSP indicates that stagflation fears in Europe have never been so widespread, but these fears will likely dissipate as energy inflation declines. This process will lift European earnings multiples. Chart 9Bad News Discounted? Bad News Discounted? Bad News Discounted? Chart 10Ebbing Stagflation Fear Will Prompt Rerating Ebbing Stagflation Fear Will Prompt Rerating Ebbing Stagflation Fear Will Prompt Rerating Earnings revisions will likely bottom soon as well. The ESSP is currently consistent with a dramatic decline in European net earnings revisions (Chart 10, bottom panel). It will take a few more weeks for lower earnings revisions to be fully reflected. However, they follow market moves and, as such, the 17% decline in the MSCI Europe Index that took place earlier this year already anticipates their fall. Consequently, as stagflation fears recede, earnings revisions will rise in tandem with equity prices. Chart 11Maximum Pressure On Corporate Spreads Maximum Pressure On Corporate Spreads Maximum Pressure On Corporate Spreads A decline in stagflation fears is also consistent with a decrease in European credit spreads in the coming months (Chart 11). This observation corroborates the analysis from the Special Report we published jointly with BCA’s Global Fixed-Income Strategy team last week.  In terms of sectoral implications, a decline in stagflation fears is often associated with a rebound in the performance of small-cap equities relative to large-cap ones (Chart 12, top panel). This reflects the greater sensitivity of small-cap equities to domestic economic conditions compared to large-cap stocks. Moreover, small-cap equities had been oversold relative to their large-cap counterparts but now, momentum is improving (Chart 12). As a result, it is time to buy these equities. Similarly, financials have suffered greatly from the recent events associated with the Ukrainian conflict. European financial institutions have not only been penalized for their modest exposure to Russia, they have also historically declined when stagflation fears are prevalent (Chart 13). This relationship reflects poor lending activity when the economy weakens, and the risk of a policy-induced recession caused by high inflation. Financials will continue their sharp rebound as stagflation fears dissipate. Chart 13Financials Have Suffered Enough Financials Have Suffered Enough Financials Have Suffered Enough Chart 12Small-Caps Time To Shine Small-Caps Time To Shine Small-Caps Time To Shine The dynamics in inflation alone are very important. As Table 1 highlights, in periods of elevated inflation over the past 20 years, financials underperform the broad market by 11.3% on average. It is also a period of pain for small-cap equities and cyclicals. Logically, exiting the current environment will offer opportunities in European cyclical equities and for financials in particular. Table 1Who Suffers From High Inflation? Is Europe Turning The Corner? Is Europe Turning The Corner? Chart 14Long Industrials & Materials / Short Energy Long Industrials & Materials / Short Energy Long Industrials & Materials / Short Energy Finally, a pair trade buying industrials and materials at the expense of energy makes sense today. Materials and industrials suffer relative to energy equities when stagflation rises, especially in periods when these fears reflect rising energy pressures (Chart 14). A reversal in relative earnings revisions in favor of materials and industrials will propel this position higher. Bottom Line: Sentiment toward European assets reached a selling climax in recent weeks. Stagflation fears in Europe have reached an apex, and their reversal will lift both multiples and earnings revisions in the subsequent quarters. Diminishing stagflation fears will also boost the appeal of European corporate credit, contributing to an easing in financial conditions. Small-cap stocks, cyclicals, and financials will reap the greatest benefits from this adjustment. Going long materials and industrials at the expense of energy stocks is an attractive pair trade. Key Risk: A Policy Mistake The view above is not without risks. The number one threat to European growth and assets is a policy mistake from the ECB. On March 10, 2022, the ECB’s policy statement and President Christine Lagarde’s press conference showed that the Governing Council (GC) will decrease asset purchases faster than anticipated. Chart 15Will The ECB Repeat It Past Mistakes? Will The ECB Repeat It Past Mistakes? Will The ECB Repeat It Past Mistakes? It is important to keep in mind the dynamics of 2011. Back then, the ECB opted to increase interest rates as European headline CPI was drifting toward 2.6% on the back of rising energy prices. According to our ESSP, the April 2011 interest rates hike took place at the greatest level of stagflation fears recorded until the current moment (Chart 15). Lured by rising inflation, the ECB ignored underlying weaknesses in European economic activity, which wreaked havoc on European financial markets and growth. If the ECB were to increase rates as growth remains soft, a similar outcome would take place. For now, the ECB’s communications continue to de-emphasize the need for rate hikes in the near term, which suggests that the GC is cognizant of the risk created by weak growth over the coming months. Waiting until next year, when activity will be stronger and the output gap will be closed, will offer the ECB a better avenue to lift rates durably. This risk warrants close monitoring of the ECB’s communication over the coming months. If headline inflation does not peak by the summer, the ECB is likely to repeat its past error, which will substantially hurt European assets. Our optimism is tempered by this threat. UK Outperformance Long In The Tooth? Last week, the Bank of England (BoE) increased the Bank Rate by 25bps to 0.75%, in a move that was widely expected. Yet, the pound fell 0.7% against the euro and gilt yields fell 6 bps. This market reaction reflected the BoE’s choice to temper its forward guidance. The central bank is now expected to increase interest rates to 2.2% next year, before they decline in 2024. The dovish projection of the BoE shows the MPC’s concerns over the impact of higher energy costs and rising National Insurance contributions on household spending. In the BoE’s opinion, the economy is very inflationary right now, but it will slow, which will mitigate the inflationary impact down the road. We share the BoE’s worries about the UK’s near-term economic outlook. The combination of higher taxes, higher interest rates, and rising energy costs will have an impact on growth. However, the rapid decline in small-cap stocks, which have massively underperformed their large cap-counterparts, already discounts considerable bad news (Chart 16). Additionally, small-cap equities relative to EPS have begun to stabilize, while relative P/E and price-to-book ratios have also corrected their overvaluations. In this context, UK small-cap equities are becoming attractive. Chart 17UK vs Eurozone: A Stagflation Bet UK vs Eurozone: A Stagflation Bet UK vs Eurozone: A Stagflation Bet Chart 16UK Small-Cap Stocks Have Purged Their Excesses UK Small-Cap Stocks Have Purged Their Excesses UK Small-Cap Stocks Have Purged Their Excesses In contrast to small-cap stocks, UK large-cap equities have greatly benefited from the global stagflation scare. The UK large-cap benchmark had the right sector mix for the current environment, overweighting defensive names as well as energy and resources. It is likely that when stagflation fears recede, UK equities will undo their outperformance (Chart 17). Technically, UK equities are massively overbought against Euro Area and Swedish stocks, both of which have been greatly impacted by stagflation fears and their pro-cyclical biases (Chart 18 & 19). An attractive tactical bet will be to sell UK large-cap stocks while buying Eurozone and Swedish equities, as energy inflation declines and as China’s stimulus boosts global industrial activity in the latter half of 2022 Bottom Line: Move to overweight UK small-cap stocks within UK equity portfolios. Go long Euro Area and Swedish equities relative to UK large-cap stocks as a tactical bet. Chart 18UK Overbought Relative To Euro Area... UK Overbought Relative To Euro Area... UK Overbought Relative To Euro Area... Chart 19… And Sweden ... And Sweden ... And Sweden   Mathieu Savary, Chief European Strategist Mathieu@bcaresearch.com Tactical Recommendations Cyclical Recommendations Structural Recommendations Closed Trades

Executive Summary Major EM’s Defense Spends Will Be Comparable To That Of Developed Countries Beware EMs That Borrow Too Much Or Wage War Beware EMs That Borrow Too Much Or Wage War ​​​​ Tectonic geopolitical trends are taking shape in Emerging Markets (EMs) today that will leave an indelible imprint on the next decade. First, EMs have gone on a relatively unnoticed public debt binge at a time when the economic prospects of the median EM citizen have deteriorated. This raises the spectre of sudden fiscal populism, aggressive foreign policy or social unrest in EMs. China, Brazil and Saudi Arabia appear most vulnerable to these risks. Second, the defense bill of major EMs could be comparable to that of the top developed countries of the world in a decade from now. Investors must brace for EMs to play a central role in the defense market and in wars, in the coming years. To profit from ascendant geopolitical risks in China, we reiterate shorting TWD-USD and the CNY against an equal-weighted basket of Euro and USD. To extract most from the theme of EM militarization, we suggest a Long on European Aerospace & Defense relative to European Tech stocks.   Trade Recommendation Inception Date Return LONG EUROPEAN AEROSPACE & DEFENSE / EUROPEAN TECH EQUITIES (STRATEGIC) 2022-03-18   Bottom Line: Even as EMs are set to emerge as protagonists on the world stage, investors must prepare for these countries to exhibit sudden fiscal expansions, bouts of social unrest or a newfound propensity to initiate wars. The only way to dodge these volatility-inducing events is to leverage geopolitics to foresee these shocks. Feature Only a few weeks before Russia’s war with Ukraine broke out, a client told us that he was having trouble seeing the importance of geopolitics in investing. “It seems like geopolitics was a lot more relevant a few years back, with the European debt crisis, Brexit, and Trump. Now it does not seem to drive markets at all”, said the client. To this we gave our frequent explanation which is, “Our strategic themes of Great Power Struggle, Hypo-Globalization, and Nationalism/Populism are now embedded in the international system and responsible for an observable rise in geopolitical risk that is reshaping markets”. In particular we highlighted our pessimistic view on both Russia and Iran, which have incidentally crystallized most clearly since we had this client conversation. Related Report  Geopolitical StrategyBrazil: The Road To Elections Won't Be Paved With Good Intentions Globally key geopolitical changes are afoot with Russia at war. In the coming weeks and months, we will write extensively about the dramatic changes we see taking shape in the realm of geopolitics and investing. We underscored the dramatic geopolitical realignment taking place as Russia severs ties with the West and throws itself into China’s arms in a report titled “From Nixon-Mao To Putin-Xi”. In this Special Report we highlight two key geopolitical themes that will affect emerging markets (EMs) over the coming decade. The aim is to help investors spot these trends early, so that they can profit from these tectonic changes that are sure to spawn a new generation of winners and losers in financial markets. (For BCA Research’s in-depth views on EMs, do refer to the Emerging Markets Strategy (EMS) webpage). Trend #1: Beware The Wrath Of EMs On A Debt Binge Chart 1The Pace Of Debt Accumulation Has Accelerated In Major EMs Beware EMs That Borrow Too Much Or Wage War Beware EMs That Borrow Too Much Or Wage War Investors are generally aware of the debt build-up that has taken place in the developed world since Covid-19. The gross public debt held by the six most developed countries of the world (spanning US, Japan, Germany, UK, France and Italy) now stands at an eye-watering $60 trillion or about 140% of GDP. This debt pile is enormous in both absolute and relative terms. But at the same time, the debt simultaneously being taken on by EMs has largely gone unnoticed. The cumulative public debt held by eight major EMs today (spanning China, Taiwan, Korea, India, Brazil, Russia, Saudi Arabia and Turkey) stands at $20tn i.e., about 70% of GDP. Whilst the absolute value of EM debt appears manageable, what is worrying is the pace of debt accumulation. The average public debt to GDP ratio of these EMs fell over the early 2000s but their public debt ratios have now doubled over the last decade (Chart 1). EMs have been accumulating public debt at such a rapid clip that the pace of debt expansion in EMs is substantially higher than that of the top six developed countries (Chart 1). These six DMs have a larger combined GDP than the eight EMs with which they are compared. Related Report  Geopolitical StrategyIndia's Politics: Know When To Hold 'Em, Know When To Fold 'Em (For in-depth views on China’s debt, do refer to China Investment Strategy (CIS) report here). Now developed countries taking on more debt makes logical sense for two reasons. Firstly, most developed countries are ageing, and their populations have stopped growing. So one way to prop up falling demand is to get governments to spend more using debt. Secondly, this practice seems manageable because developed country central banks have deep pockets (in the form of reserves) and their central banks are issuers of some of the safest currencies of the world. But EMs using the same formula and getting addicted to debt at an earlier stage of development is risky and could prove to be lethal in some cases. Also distinct from reasons of macroeconomics, the debt binge in EMs this time is problematic for geopolitical reasons. This Time Is Different EMs getting reliant on debt is problematic this time because their median citizen’s economic prospects have deteriorated. Growth is slowing, inflation is high, and job creation is stalling; thereby creating a problematic socio-political backdrop to the EM debt build-up. Growth Is Slowing: In the 2000s EMs could hope to grow out of their social or economic problems. The cumulative nominal GDP of eight major EMs more than quadrupled over the early 2000s but a decade later, these EMs haven not been able to grow their nominal GDP even at half the rate (Chart 2). Inflation Remains High: Despite poorer growth prospects, inflation is accelerating. Inflation was high in most major EMs in 2021 (Chart 3) i.e., even before the surge seen in 2022. Chart 2Major EM’s Growth Engine Is No Longer Humming Like A Well-Tuned Machine Beware EMs That Borrow Too Much Or Wage War Beware EMs That Borrow Too Much Or Wage War ​​​​​ Chart 3Despite Slower Growth, Inflation In Major EMs Remains High Beware EMs That Borrow Too Much Or Wage War Beware EMs That Borrow Too Much Or Wage War ​​​​​ Rising Unemployment: Employment levels have improved globally from the precipice they had fallen into in 2020. But unemployment today is a far bigger problem for major EMs as compared to developed markets (Chart 4). If the economic miseries of the median EM citizen are not addressed, then they can produce disruptive sociopolitical effects that will fan market volatility. This problem of rising economic misery alongside a rapid debt build-up, can also be seen for the next tier of EMs i.e. Mexico, Indonesia, Iran, Poland, Thailand, Nigeria, Argentina, Egypt, South Africa and Vietnam. While the average public debt to GDP ratios of these EMs fell over the early 2000s, the pace of debt accumulation has almost doubled over the last decade (Chart 5). Furthermore, the growth engine in these smaller EMs is no longer humming like a well-tuned machine and inflation remains at large (Chart 5). Chart 4Unemployment - A Bigger Problem In Major EMs Today Unemployment - A Bigger Problem In Major EMs Today Unemployment - A Bigger Problem In Major EMs Today ​​​​​ Chart 5Smaller EMs Must Also Deal With Rising Debt, Alongside Slowing Growth Beware EMs That Borrow Too Much Or Wage War Beware EMs That Borrow Too Much Or Wage War ​​​​​ Chart 6The Debt Surge In EMs This Time, Poses Unique Challenges Beware EMs That Borrow Too Much Or Wage War Beware EMs That Borrow Too Much Or Wage War History suggests that periods of economic tumult are frequently followed by social unrest. The eruption of the so-called Arab Spring after the Great Recession illustrated the power of this dynamic. Then following the outbreak of Covid-19 in 2020 we had highlighted that Turkey, Brazil, and South Africa are at the greatest risk of significant social unrest. We also showed that even EMs that looked stable on paper faced unrest in the post-Covid world, including China and Russia. In this report we take a decadal perspective which reveals that growth is slowing, and debt is growing in EMs. Given that EMs suffer from rising economic miseries alongside growing debt and lower political freedoms (Chart 6), it appears that some of these markets could be socio-political tinderboxes in the making. Policy Implications Of The EM Debt Surge “As it turns out, we don't 'all' have to pay our debts. Only some of us do.” – David Graeber, Debt: The First 5,000 Years (Melville House Publishing, 2011) The trifecta of fast-growing debt, slowing growth and/or low political freedoms in EMs can add to the volatility engendered by EMs as an asset class. Given the growing economic misery in EMs today, politicians will be wary of outbreaks of social unrest. To quell this unrest, they may resort broadly to fiscal expansion and/or aggressive foreign policy. Both of these policy choices can dampen market returns in EMs. Chart 7India's Performance Had Flatlined Post Mild Populist Tilt India's Performance Had Flatlined Post Mild Populist Tilt India's Performance Had Flatlined Post Mild Populist Tilt Policy Choice #1: More Fiscal Spending Despite High Debt Policymakers in some EMs may respond by de-prioritizing contentious structural reforms and prioritizing fiscal expansion. The Indian government’s decision to repeal progressive changes to farm laws in late 2021, launch a $7 billion home-building program in early 2022 and withholding hikes in retail prices of fuel, illustrates how policymakers are resorting to populism despite high public debt levels. As a result, it is no surprise that MSCI India had been underperforming MSCI EM even before the war in Ukraine broke out (Chart 7). Brazil is another EM which falls into this category, while China’s attempts to run tighter budgets have failed in the face of slowing growth. Policy Choice #2: Foreign Policy Aggression EMs may also adopt an aggressive foreign policy stance. Russia’s decision to invade Ukraine, Turkey’s interventions in several countries, and China’s increasing assertiveness in its neighboring seas and the Taiwan Strait provide examples. Wars by EMs are known to dampen returns as the experience of the Russian stock market shows. Russian stocks fell by 14% during its invasion of Georgia in 2008 and are down 40% from 24 February 2022 until March 9, 2022, i.e. when MSCI halted trading. If politicians fail to pursue either of these policies, then they run the risk of social unrest erupting due to tight fiscal policy or domestic political disputes. In fact, early signs of social discontent are already evident from large protests seen in major EMs over the last year (see Table 1). Table 1Social Unrest In Major EMs Is Already Ascendant Beware EMs That Borrow Too Much Or Wage War Beware EMs That Borrow Too Much Or Wage War Bottom Line: The last decade has seen major EMs go on a relatively unnoticed public debt binge. This is problematic because this debt surge has come at a time when economic prospects of the median EM citizen have deteriorated. Politicians will be keen to quell the resultant discontent. This raises the specter of excessive fiscal expansion, aggressive foreign policy, and/or social unrest. All three outcomes are negative from an EM volatility perspective. Trend #2: The Rise And Rise Of EM Defense Spends Great Power Rivalry is an outgrowth of the multipolar structure of international relations. This theme will drive higher defense spending globally. In this report we highlight that even after accounting for a historic rearmament in developed countries following Russia’s invasion of Ukraine, a decade from now EMs will play a key role in driving global military spends. The defense bill of the six richest developed countries of the world (the US, Japan, Germany, UK, France and Italy) will increasingly be rivaled by that of the top eight EMs (China, Taiwan, Korea, India, Brazil, Russia, Saudi Arabia and Turkey). While key developed markets like Japan and Germany in specific (and Europe more broadly) are now embarking on increasing defense spends, the unstable global backdrop will force EMs to increase their military budgets as well. The combination of these forces could mean that the top eight EM’s defense spends could be comparable to that of the top six developed markets in a decade from now i.e., by 2032 (Chart 8). This is true even though the six DMs have a larger GDP. The assumptions made while arriving at the 2032 defense spend projections include: Substantially Higher Pace Of Defense Spends For Developed Countries: To reflect the fact that Russia’s invasion of Ukraine will trigger a historical wave of armament in developed markets we assume that: (a) NATO members France, Germany and Italy (who spent about 1.5% of GDP on an average on defense spends in 2019) will ramp up defense spending to 2% of GDP by 2032, (b) US and UK i.e. NATO members who already spend substantially more than 2% of GDP on defense spends will still ‘increase’ defense spends by another 0.4% of GDP each by 2032 and finally (c) Japan which spends less than 1% of GDP on defense spends today, in a structural break from the past will increase its spending which will rise to 1.5% of GDP by 2032. China And Hence Taiwan As Well As India Will Boost Spends: To capture China’s increasingly aggressive foreign policy stance and the fact that India as well as Taiwan will be forced to respond to the Chinese threat; we assume that China increases its stated defense spends from 1.7% of GDP in 2019 to 3% by 2032. Taiwan follows in lockstep and increases its defense spends from 1.8% of GDP in 2019 to 3% by 2032. India which is experiencing a pincer movement from China to its east and Pakistan to its west will have no choice but to respond to the high and rising geopolitical risks in South Asia. The coming decade is in fact likely to see India’s focus on its naval firepower increase meaningfully as it feels the need to fend off threats in the Indo-Pacific. India currently maintains high defense spends at 2.5% of GDP and will boost this by at least 100bps to 3.5% of GDP by 2032. Defense Spending Trends For Five EMs: For the rest of the EMs (namely Russia, Saudi Arabia, South Korea and Brazil), the pace of growth in defense spending seen over 2009-19 is extrapolated to 2032. For Turkey, we assume that defense spends as a share of GDP increases to 3% of GDP by 2032. Extrapolation Of Past GDP Growth For All Countries: For all 14 countries, we extrapolate the nominal GDP growth calculated by the IMF for 2022-26 as per its last full data update, to 2032. This tectonic change in defense spending patterns has important historical roots. Back in 1900, UK and Japan i.e., the two seafaring powers were top defense spenders (Chart 9). Developed countries of the world continued to lead defense spending league tables through the twentieth century as they fought expensive world wars. Chart 8Major EM’s Defense Spends Will Be Comparable To That Of Developed Countries Beware EMs That Borrow Too Much Or Wage War Beware EMs That Borrow Too Much Or Wage War ​​​​​​ Chart 9Back In 1900, Developed Countries Like UK And Japan Were Top Military Spenders Beware EMs That Borrow Too Much Or Wage War Beware EMs That Borrow Too Much Or Wage War ​​​​​​ Chart 10By 2000, EMs Had Begun Spending Generously On Armament Beware EMs That Borrow Too Much Or Wage War Beware EMs That Borrow Too Much Or Wage War But things began changing after WWII. Jaded by the world wars, developed countries began lowering their defense spending. By the early 2000s EMs had now begun spending generously on armament (Chart 10). The turn of the century saw growth in developed markets fade while EMs like China and India’s geopolitical power began rising (Chart 11). Then a commodities boom ensued, resulting in petro-states like Saudi Arabia establishing their position as a high military spender. The confluence of these factors meant that by 2020 EMs had becomes major defense spenders in both relative and absolute terms too (Chart 12). Going forward, we expect the coming renaissance in DM defense spending in the face of Russian aggression, alongside rising geopolitical aspirations of China, to exacerbate this trend of rising EM militarization. Chart 11The 21st Century Saw Developed Countries’ Geopolitical Power Ebb Beware EMs That Borrow Too Much Or Wage War Beware EMs That Borrow Too Much Or Wage War Chart 12EMs Today Are Top Military Spenders, Even In Absolute Terms Beware EMs That Borrow Too Much Or Wage War Beware EMs That Borrow Too Much Or Wage War Why Does EM Weaponizing Matter? History suggests that wars are often preceded by an increase in defense spends: Well before WWI, a perceptible increase in defense spending could be seen in Austria-Hungary, Germany, and Italy (Chart 13). These three countries would go on to be known as the Triple Alliance in WWI. Correspondingly France, Britain and Russia (i.e., countries that would constitute the Triple Entente) also ramped up military spending before WWI (Chart 14). Chart 13Well Before WWI; Austria-Hungary, Germany, And Italy Had Begun Ramping Up Defense Spends Beware EMs That Borrow Too Much Or Wage War Beware EMs That Borrow Too Much Or Wage War ​​​​​​ Chart 14The ‘Triple Entente’ Too Had Increased Defense Spends In The Run Up To WWI Beware EMs That Borrow Too Much Or Wage War Beware EMs That Borrow Too Much Or Wage War ​​​​​​ History tragically repeated itself a few decades later. Besides Japan (which invaded China in 1937); Germany and Italy too ramped up defense spending well before WWII broke out (Chart 15). These three countries would come to be known as the Axis Powers and initiated WWII. Notably, Britain and Russia (who would go on to counter the Axis Powers) had also been weaponizing since the mid-1930s (Chart 16). Chart 15Axis Powers Had Been Increasing Defense Spends Well Before WWII Beware EMs That Borrow Too Much Or Wage War Beware EMs That Borrow Too Much Or Wage War ​​​​​ Chart 16Allied Powers Too Had Been Increasing Defense Spends In The Run Up To WWII Beware EMs That Borrow Too Much Or Wage War Beware EMs That Borrow Too Much Or Wage War ​​​​​ Chart 17Militarily Active States Have Been Ramping Up Defense Spends Beware EMs That Borrow Too Much Or Wage War Beware EMs That Borrow Too Much Or Wage War Russia, Ukraine, Turkey and Gulf Arab states like Iraq have been involved in wars in the recent past and noticeably increased their defense budgets in the lead-up to military activity (Chart 17). Given that a rise in military spending is often a leading indicator of war and given that EMs are set to spend more on defense, it appears that significant wars are becoming more rather than less likely, which Russia’s invasion of Ukraine obviously implies. A large number of “Black Swan Risks” are clustered in the spheres of influence of Russia, China, and Iran, which are the key powers attempting to revise the US-led global order today (Map 1). Map 1Black Swan Risks Are Clustered Around China, Russia & Iran Beware EMs That Borrow Too Much Or Wage War Beware EMs That Borrow Too Much Or Wage War Distinct from major EMs, eight small countries pose meaningful risks of being involved in wars over the next. These countries are small (in terms of their nominal GDPs) but spend large sums on defense both in absolute terms (>$4 billion) and in relative terms (>4% of GDP). Incidentally all these countries are located around the Eurasian rimland and include Israel, Pakistan, Algeria, Iran, Kuwait, Oman, Ukraine and Morocco (Map 2). In fact, the combined sum of spending undertaken by these countries is so meaningful that it exceeds the defense budgets of countries like Russia and UK (Chart 18). Map 2Eight Small Countries That Spend Generously On Defense Beware EMs That Borrow Too Much Or Wage War Beware EMs That Borrow Too Much Or Wage War Chart 188 Countries Located Near The Eurasian Rimland, Spend Large Sums On Defense Beware EMs That Borrow Too Much Or Wage War Beware EMs That Borrow Too Much Or Wage War ​​​​ Bottom Line: As EM geopolitical power and aspirations rise, the defense bill of top developed countries will be challenged by the defense spending undertaken by major EMs. On one hand this change will mean that certain EMs may be at the epicenter of wars and concomitant market volatility. On the other hand, this change could spawn a new generation of winners amongst defense suppliers. Investment Conclusions In this section we highlight strategic trades that can be launched to play the two trends highlighted above. Trend #1: Beware The Wrath Of EMs On A Debt Binge Investors must prepare for EMs to witness sudden fiscal expansions, unusually aggressive foreign policy stances, and/or bouts of social unrest over the next few years. The only way to dodge these volatility-inducing events in EMs is to leverage geopolitics to foresee socio-political shocks. Using a simple method called the “Tinderbox Framework” (Table 2), we highlight that: Table 2Tinderbox Framework: Identifying Countries Most Exposed To Socio-Political Risks Beware EMs That Borrow Too Much Or Wage War Beware EMs That Borrow Too Much Or Wage War Within the eight major EMs; China, Brazil, Russia and Saudi Arabia face elevated socio-political risks. Amongst the smaller ten EMs, these risks appear most elevated for Egypt, South Africa and Argentina. It is worth noting that Brazil, South Africa and Turkey appeared most vulnerable as per our Covid-19 Social Unrest Index that we launched in 2020. We used the tinderbox framework in the current context to fade out effects of Covid-19 and to add weight to the debt problem that is brewing in EMs. Client portfolios that are overweight on most countries that fare poorly on our “Tinderbox Framework” should consider actively hedging for volatility at the stock-specific level. To profit from ascendant geopolitical risks in China, we reiterate shorting TWD-USD and the CNY against an equal-weighted basket of Euro and USD. China’s public debt ratio is high and social pressures may be building with limited valves in place to release these pressures (Table 2). The renminbi has performed well amid the Russian war, which has weighed down the euro, but China faces a confluence of domestic and international risks that will ultimately drag on the currency, while the euro will benefit from the European Union’s awakening as a geopolitical entity in the face of the Russian military threat. Trend #2: EM’s Will Drive Wars In The 21st Century Wars are detrimental to market returns.1 Furthermore, as the history of world wars proves, even the aftermath of a war often yields poor investment outcomes as wars can be followed by recessions. It is in this context that investors must prepare for the rise of EMs as protagonists in the defense market, by leveraging geopolitics to identify EMs that are most likely to be engaged in wars. While we are not arguing that WWIII will erupt, investors must brace for proxy wars as an added source of volatility that could affect EMs as an asset class. To profit from these structural changes underway we highlight two strategic trades namely: 1.  Long Global Aerospace & Defense / Broad Market Thanks to the higher spending on defense being undertaken by major EMs, global defense spends will grow at a faster rate over the next decade as compared to the last. We hence reiterate our Buy on Global Aerospace & Defense relative to the broader market. 2.  Long European Aerospace & Defense / European Tech Up until Russia invaded Ukraine and was hit with economic sanctions, Russia was the second largest exporter of arms globally accounting for 20% global arms exports. With Russia’s ability to sell goods in the global market now impaired, the two other major suppliers of defense goods that appear best placed to tap into EM’s demand for defense goods are the US (37% share in the global defense exports market) and Europe (+25% share in the global defense exports market). Chart 19American Defense Stocks Have Outperformed, European Defense Stocks Have Underperformed Beware EMs That Borrow Too Much Or Wage War Beware EMs That Borrow Too Much Or Wage War ​​​​​​ Chart 20Defense Market: Russia’s Loss Could Be Europe’s Gain Beware EMs That Borrow Too Much Or Wage War Beware EMs That Borrow Too Much Or Wage War ​​​​​ But given that (a) American aerospace & defense stocks have rallied (Chart 19) and given that (b) France, Germany, and Italy are major suppliers of defense equipment to countries that Russia used to supply defense goods to (Chart 20), we suggest a Buy on European Aerospace & Defense relative to European Tech stocks to extract more from this theme. In fact, this trade also stands to benefit from the pursuance of rearmament by major European democracies which so far have maintained lower defense spends as compared to America and UK. This view from a geopolitical perspective is echoed by our European Investment Strategy (EIS) team too who also recommend a Long on European defense stocks and a short on European tech stocks. Ritika Mankar, CFA Editor/Strategist ritika.mankar@bcaresearch.com Footnotes 1      Please see: Andrew Leigh et al, “What do financial markets think of war in Iraq?”, NBER Working Paper No. 9587, March 2003, nber.org.  David Le Bris, “Wars, Inflation and Stock Market Returns in France, 1870-1945”, Financial History Review 19.3 pp. 337-361, December 2012, ssrn.com. Strategic Themes Open Tactical Positions (0-6 Months) Open Cyclical Recommendations (6-18 Months) Regional Geopolitical Risk Matrix

Executive Summary Global Oil Price Pushes Up Inflation Expectations Global Oil Price Pushes Up Inflation Expectations Global Oil Price Pushes Up Inflation Expectations The US cut off of Russian energy exports has limited immediate impact because EU trade with Russia continues. Russia is unlikely to embargo the EU as it needs revenues to wage war. However, the EU will diversify away from Russia over time, which means that Russia will intensify its efforts to replace the government in Ukraine. The Biden administration began with an adversarial posture toward the energy sector, both US producers and Gulf Arab petro-states. Now it is adjusting its stance as prices surge. The OPEC states do not favor Biden but have an interest in calibrating production to avoid global recession and prolong their profit windfall. Even if the US restores the 2015 nuclear deal with Iran, which we doubt, investors should fade the oil price implications and stay focused on OPEC. Recommendation (Tactical) Inception Level Inception Date Return Long DXY (Dollar Index) 96.19 Feb 23, 2022 2.9% Bottom Line: Stagflation is the likeliest economic outcome of today’s global supply constraints. Feature Biden’s Oil Policy: Implications Will the Ukraine crisis lead to a US recession? The probability of a recession is 7.7% today, according to the bond market, but the oil price shock suggests that the probability will only increase from here. Stagflation, at least, is now highly likely. Short-term interest rates are rising faster than long-term rates, causing the 2-year/10-year Treasury slope to slide toward inversion, though it is not there yet. That would be a telltale sign of a looming recession (Chart 1). The 3-mo/10-year Treasury yield slope is nowhere near inverting and has a better record of predicting recessions than the 2-year/10-year. The Federal Reserve’s interest rate hikes are expected to cause the 10-year yield to rise and the yield curve to steepen. But exogenous shocks may push short rates even higher. When the oil price doubles, a recession often ensues. Out of the past seven recessions, five of them witnessed an oil spike beforehand. True, not every spike causes a recession. But the causality is clear. Today’s spike is large enough to be recessionary (Chart 2). The critical question is where will the price settle? If it settles above $90-$100 per barrel then it will erode global demand. Chart 1An End-Of-Cycle Crisis? An End-Of-Cycle Crisis? An End-Of-Cycle Crisis? Chart 2Oil Price Often Doubles Before Recessions Oil Price Often Doubles Before Recessions Oil Price Often Doubles Before Recessions Most likely the price will settle at around $85 per barrel by the end of 2022, and average $85 in 2023, according to our Commodity & Energy Strategy. High prices will discourage consumption and incentivize new production, leading to a price drop and new equilibrium. The OPEC cartel will increase production because they want to prolong the business cycle. Non-OPEC producers like US shale oil companies will also increase production. It is not likely that the US will significantly lift sanctions on Iran and Venezuela, though that would free up 1.3 million barrels per day and 700,000 barrels per day respectively. More on this below. Even so, this year’s energy spike will feed into a larger bout of inflation that is eroding real incomes. Headline consumer price inflation is running at 7.9% as of February, the highest in four decades. Core inflation is running at 6.4%. The Ukraine war did not prevent the European Central Bank from delivering a hawkish surprise in its fight against inflation on March 10, so it is even less likely to prevent the Fed from delivering a hawkish surprise on March 16. The Fed has a history of hiking rates even during geopolitical crises (as during the Arab oil embargo of 1973), which implies that the war in Ukraine will not prevent the Fed from hiking rates four times or more this year. There is a close relationship between the global oil price and the financial market’s long-term inflation expectations (Chart 3). When the costs of production and transportation go up, investors start to expect higher prices. Expectations are already rising because of the global pandemic, stimulus, supply constraints, wage pressure, and tardy policy normalization. Gasoline prices at the pump will shape consumer expectations (Chart 4). Chart 3Global Oil Price Pushes Up Inflation Expectations Global Oil Price Pushes Up Inflation Expectations Global Oil Price Pushes Up Inflation Expectations Chart 4Geopolitics Compound Inflation Geopolitics Compound Inflation Geopolitics Compound Inflation Yet high commodity prices are not coinciding with strong global growth and a weak dollar, as one might suspect. Global growth is falling and the dollar is strengthening. The energy shock from Russia will rattle importing countries like Europe, China, and India and thus enhance the dollar’s rise (Chart 5). Investor sentiment will suffer as the war in Ukraine reinforces the secular rise in geopolitical risk. Global policy uncertainty is also rising sharply, which will reinforce the dollar, weighing on global economic activity. Chart 5Dollar Strengthens on Weak Global Growth Dollar Strengthens on Weak Global Growth Dollar Strengthens on Weak Global Growth Bottom Line: A stagflationary dynamic is taking shape. Moreover the risk of recession is underrated by the bond market’s measure of recession probability. Investors should maintain tactically bearish trades and cut losses on cyclically bullish trades that suffer from higher rates and persistent inflation. US Boycotts Russia And Begs OPEC The Biden administration’s decision to ban Russian oil exports – and to encourage private sector boycotts of the Russian energy trade – raises the potential for the Russian conflict to escalate beyond Ukraine’s borders. While a total boycott of Russian oil exports is unlikely, it would be one of the larger oil shocks in modern history (Chart 6). Unlike the Iranian attack on the Saudi oil refinery in 2019, the Russian shock would come amid an existing energy shortage. Chart 6Worst Case Oil Risk in Historical Context Biden's Oil Shock Biden's Oil Shock There are two critical questions about US policy at this stage: Will the US foist its energy boycott on Europe, triggering a Russian retaliation? This could plunge Europe into recession and further upset the global economy. Will the US convince the OPEC cartel to increase oil production? A production boost would reduce prices and help to rebalance the economy, salvaging the business cycle. The next two sections discuss these options. US Boycotts Russia The first question is how Russia will respond to the US boycott and whether the Biden administration will try to force Europe to adopt the boycott. The US is comfortable boycotting Russian energy because oil and gas imports only account for 0.6% of GDP and those from Russia only 0.04%. Europe cannot make the same decision. While O&G imports are only 2.21% of GDP, and Russian O&G imports at 0.4%, these numbers will spike to near 2008 levels as a result of the price shock (Charts 7A & 7B). Major European countries, notably Germany, have already rejected the US boycott, and any EU direct sanctions require unanimity. The EU is instead outlining a plan to diversify away from Russia more gradually. This is a medium-term threat to Russia and hence a major concern for global stability but it is not an instant cutoff, which would cause an immediate recession in Europe. Chart 7AThe US Is Energy Independent... Biden's Oil Shock Biden's Oil Shock Chart 7B...The EU Is Not Biden's Oil Shock Biden's Oil Shock The EU’s plan would theoretically reduce its dependency on Russian energy by 66% by the end of the year. But that is easier said than done. Also, Europe cannot simply swap the US for Russia. American exports to the rest of the world could be redirected to Europe, but the switch requires an overhaul of supply chains. A total switch of US exports to Europe is impracticable in the short run and would leave other US allies dependent on Russian exports (Charts 8A & 8B). Chart 8AUS Will Not Replace Russian Energy Anytime Soon Biden's Oil Shock Biden's Oil Shock Chart 8BUS Will Not Replace Russian Energy Anytime Soon Biden's Oil Shock Biden's Oil Shock US shale producers are only starting to increase production. With WTI crude oil at $100, and Henry Hub natural gas spot price at $4.6 per million BTU, American production will speed up. But US companies are more focused on profitability and returns to shareholders than they were at the beginning of the shale boom, which has restrained oil production (Charts 9A & (9B). Chart 9AUS Production And Exports Increase After Pandemic Lull US Production And Exports Increase After Pandemic Lull US Production And Exports Increase After Pandemic Lull Chart 9BUS Production And Exports Increase After Pandemic Lull US Production And Exports Increase After Pandemic Lull US Production And Exports Increase After Pandemic Lull   The Biden administration has not yet fully adopted the tactics necessary: promoting the domestic fossil fuel industry and coordinating it for purposes of national strategy. American oil executives complain that while the Biden administration courts foreign energy producers and contemplates arbitrarily lifting sanctions on Iran and Venezuela, it has not approached domestic producers about facilitating production.1 Meanwhile there is a risk that Russia will retaliate against western sanctions by cutting off natural gas to the EU, for instance via the Nord Stream I pipeline. This is a risk, rather than a base case, because Moscow would prefer to sell energy as long as Europe is buying – and even increase the amount it produces at today’s high prices. Russian energy exports to the EU account for 5% of Russian GDP and thus provide an important lifeline at a time when the country is suffering heavily under banking, technology, and trade sanctions (Chart 10). Russian natural resource exports on average provide 43% of government revenue, which is essential for Moscow to carry on its war effort (Chart 11). Chart 10Russia Will Not Punish EU For US Boycott Biden's Oil Shock Biden's Oil Shock Chart 11Russia Needs EU Energy Imports Biden's Oil Shock Biden's Oil Shock And yet Russians are now slapping an embargo on agricultural exports, constricting global food supply and pushing up food prices. The implication is that a reduction in energy exports to the EU is not out of the question, especially an incremental reduction aimed at increasing Russian diplomatic pressure on Europe. If the Russians cut off Europe, it will fall into a severe recession and the energy shock will risk a global recession. While US direct trade exposure to Europe is limited, at about 3.8% of GDP (Chart 12A), nevertheless the US would suffer from price pressures. The US is already seeing import prices rise toward 2008 levels (Chart 12B). Chart 12AUS Exposure To The EU Is Limited... US Exposure To The EU Is Limited... US Exposure To The EU Is Limited... Chart 12B...But Its Import Prices Will Rise ...But Its Import Prices Will Rise ...But Its Import Prices Will Rise Bottom Line: The US is boycotting Russian oil but not forcing the EU to join the boycott. Europe is pursuing gradual diversification but Russia is unlikely to cut off Europe’s supply. However, this dynamic is showing signs of faltering, which means investors are justified in taking further risk off the table. US Begs OPEC The Biden administration started off on the wrong foot with the Gulf Arab states by criticizing them for autocratic government and human rights abuses, threatening to withhold arms sales, and trying to restore the 2015 nuclear deal and détente with Iran. Now, with a global energy shock unfolding, Biden is going back to Saudi Arabia and the UAE and imploring them to increase oil production and ease the supply pressure. The Arab states are reportedly giving him the cold shoulder, ignoring his phone calls while answering Russian President Vladimir Putin’s calls.2 These states never have an interest in producing oil at any US president’s beck and call. The US and Iran have also reached a critical stage in nuclear negotiations. So it is only fitting that the Arab states play hard to get. While the UAE ambassador to the US suggested that his country supporting increasing production on March 9, the country’s energy minister said the opposite. However, the core OPEC states are even less likely to do Russia’s bidding. Moscow propped up the Syrian regime, arms and subsidizes Iran, and aspires to gain ever greater control over Middle East exports to Europe. The Gulf states also know that the Russians will produce as much energy as they can since they need the revenues to sustain their war (Chart 13). Chart 13Core OPEC Countries Have An Interest In Increasing Oil Supply Core OPEC Countries Have An Interest In Increasing Oil Supply Core OPEC Countries Have An Interest In Increasing Oil Supply The Gulf states rely on the US military for national security, they fear that US-Iran détente will lead to US abandonment and Iranian regional ascendancy, and they seek to sustain their centrality to the global oil market. They want to prolong their export revenues in the context of a growing global economy for the sake of their own delicate internal stability and reforms. They do not aim to incentivize non-OPEC oil production and renewable energy transition with excessive prices, or to trigger a global recession (Chart 14). Hence the Saudi and UAE strategy will be to lower the oil price closer to their fiscal breakeven rate of $82.3 and $62.8 (oil price consistent with a balanced budget) and prolong the business cycle (Chart 15). Chart 14Core OPEC Does Not Want To Threaten Their Fiscal Future Biden's Oil Shock Biden's Oil Shock Chart 15Current Oil Price Comfortably Supports Fiscal Spending In OPEC Biden's Oil Shock Biden's Oil Shock The critical factor in the negotiation with the Biden administration will be Iran, their chief rival. Biden is trying to rejoin the 2015 nuclear deal, which would require removing sanctions in exchange for Iran’s halting its nuclear progress. A deal would bring 1.3 million barrels per day online, at least for the next two years or so. It could also prompt the Saudis or others to increase production to prevent Iran from stealing market share, as occurred in 2014 (Chart 16). Any deal would reduce the risk of military conflict in the short term and as such would remove some risk premium from oil prices. If Biden agrees to walk away from the Iran deal, then perhaps the Saudis and UAE will oblige him with a larger and quicker production boost. They know the Democratic Party is doomed in this year’s midterm elections anyway. Sanctions are not preventing the Iranians from exporting oil today and there is very little chance that they will truly abandon their quest for nuclear weapons (Chart 17). Chart 16Production Ramped Up Ahead Of The Iran Deal In 2015 Production Ramped Up Ahead Of The Iran Deal In 2015 Production Ramped Up Ahead Of The Iran Deal In 2015 Chart 17Production May Ramp Up Again As Iran Managed To Evade Sanction Production May Ramp Up Again As Iran Managed To Evade Sanction Production May Ramp Up Again As Iran Managed To Evade Sanction Either way the core OPEC members need to adjust the oil supply to maintain market share and prolong the business cycle. Taking it all together, investors should expect oil prices to remain volatile and for oil supply risks to remain elevated, meaning that oil prices will likely resume their rise after the expected OPEC intervention. Biden is also tinkering with the idea of easing sanctions on Venezuela. This would take a long time and require regime change to come to fruition. Venezuela produces about 700,000 barrels per day at present, down from about 2 million bpd in 2017.Given the lack of capital, investment, and engineering expertise, the Venezuelans probably cannot increase production beyond 1 million bpd over the next year or so. Of that, maybe 600,000 barrels could be sent to export markets, according to our Commodity & Energy Strategist Bob Ryan. The US cannot remove all sanctions from Venezuela as it does not recognize the legitimacy of President Nicolas Maduro’s regime. The Department of Justice indicted Maduro in 2020. Accommodating Maduro will create even more bad blood between the Democrats and the Cuban-American voters in electorally critical Florida. US companies will be reluctant to get involved in oil production in Venezuela on such a flimsy basis, as they will fear future sanctions if Republicans win in 2024. So investment in Venezuela, and hence oil production, will remain limited even if Biden waives some sanctions. Bottom Line: Biden’s attempts to ease sanctions on Iran and Venezuela are unlikely to have a lasting impact on oil prices. But it is possible that he will convince the OPEC states to increase production, as their own interests support such a move. Investment Takeaways Comparing Russia’s 2022 invasion of Ukraine to the original invasion in 2014, the major trends are parallel: stocks are falling relative to bonds, cyclical sectors are underperforming defensives, and small caps are outperforming large caps (Chart 18A). Chart 18AMarket Response 2022 Versus 2014 Market Response 2022 Versus 2014 Market Response 2022 Versus 2014 Chart 18BMarket Response 2022 Versus 2014 Market Response 2022 Versus 2014 Market Response 2022 Versus 2014 If Russia imposes an energy embargo or OPEC refuses to increase production, then there will be an even larger global energy shock and a European recession that will weigh on global growth. The dollar will stay well bid in the near term. Value stocks are far outpacing growth stocks in the 2022 crisis, in keeping with high inflation and rising bond yields (Chart 18B). While we favor value over growth on a structural basis, we took the opposite stance as a tactical trade at the beginning of this year in expectation of falling bond yields, which has backfired. We are closing this trade for a loss of 7.7%.   Matt Gertken Senior Vice President Chief US Political Strategist mattg@bcaresearch.com     Footnotes 1     See Shannon Pettypiece, “White House, oil industry spar anew over drilling as gas prices surge”, NBC News, March 12, nbcnews.com. 2     See Holman Jenkins, “The Putin Endgame,” The Wall Street Journal, March 1, 2022, wsj.com   Strategic View Open Tactical Positions (0-6 Months) Open Cyclical Recommendations (6-18 Months) Table A2Political Risk Matrix Biden's Oil Shock Biden's Oil Shock Table A3US Political Capital Index Biden's Oil Shock Biden's Oil Shock Chart A1Presidential Election Model Biden's Oil Shock Biden's Oil Shock Chart A2Senate Election Model Biden's Oil Shock Biden's Oil Shock Table A4APolitical Capital: White House And Congress Biden's Oil Shock Biden's Oil Shock Table A4BPolitical Capital: Household And Business Sentiment Biden's Oil Shock Biden's Oil Shock Table A4CPolitical Capital: The Economy And Markets Biden's Oil Shock Biden's Oil Shock

Executive Summary Winners And Losers The Impact Of The Ukraine War On The US Economy And Equity Sectors The Impact Of The Ukraine War On The US Economy And Equity Sectors Combining Russia and Ukraine: Taken together, Russia and Ukraine account for a small fraction of global trade. However, Russia is a key player in the global energy and metals markets, providing rare materials like palladium. Ukraine is a sizable agricultural producer, as well as an exporter of specialized products such as neon. Effects on global trade: Shortages of metals and agricultural goods will reverberate across the global economy, exacerbating shortages and supply disruptions. Manufacturer anxiety about the availability of raw input materials catalyzed an explosive rally in the commodity universe.  Effect on the US companies: Most US equity sectors have limited direct sales exposure to Russia. However, self-sanctioning will have an adverse immediate effect on many multinationals, while indirect effects of the war will be even more impactful. Winners and losers: At the margin, the escalation in Ukraine is a net positive for Energy, Big Tech, and Metals & Mining, while Travel, Consumer Staples, Semiconductors Manufacturers, and Automakers will be hit by shortages and surging input costs. Bottom Line:The war in Ukraine has wreaked havoc in the US equity market, even though US trade with Russia and Ukraine is insignificant and is mostly limited to energy, palladium, and other rare metals. However, US companies are affected by the scarcity of selected metals and materials, soaring prices, and supply chain disruptions. Feature Introduction The war in Ukraine has become the proverbial black swan that has blindsided even the most cautious investors. The world simply did not expect Russia to wage such a bloody, and all-out war. As such, tragically, small Ukraine has come out of obscurity, and became a focal point of the world’s attention, mostly for humanitarian reasons. While our heart goes out to the people living under fire, it is our job as investment strategists to conduct a detailed economic analysis of the effect of the war in Ukraine and sanctions on Russia’s goods and services on US equities. To do so, we will first investigate trade links between Ukraine, Russia, and the US. And then look at the indirect effects of the war on US equity sectors. Russia And Ukraine Effect On Global Trade Taken together, Russia and Ukraine account for about 3.5% of global GDP in PPP terms and only 1.9% in dollar terms. Even a deep recession in each of these economies is unlikely to cause a dent in global growth, at least not directly. Unfortunately, the indirect effects of this war are substantial. What Is Russia Producing? In 2019, Russia exported $407B in goods, which made it the 13th largest exporter in the world. It is the second-largest commodities exporter (after the US) and the second-largest oil producer, accounting for 12% of annual global output. Energy: Russia’s crude oil exports account for 8.4% of global crude consumption, while natural gas exports account for 5.9% of global consumption, and 3.4% for coal (Table 1). These energy products constitute roughly 60% of Russia’s exports. Its exports of natural gas represent close to half of all European gas imports. Table 1Russia’s Global Share In Various Commodities The Impact Of The Ukraine War On The US Economy And Equity Sectors The Impact Of The Ukraine War On The US Economy And Equity Sectors Nickel: Russia is also one of the top metal producers. It is the third largest producer of nickel, accounting for 4.4.% of global output. The recent surge in nickel prices reflects manufacturers’ anxiety about the potential shortages of this metal.1 Elon Musk has said that a shortage of nickel is the “biggest challenge” in “producing high-volume, long-range batteries”. Palladium: In addition, to nickel, Russia accounts for 35.6% of global palladium output. Palladium is widely used in catalytic converters, electrodes, and other types of electronics.2 Palladium prices are up 46% since the start of the year. Chart 1War Wreaked Havoc In Commodities Market The Impact Of The Ukraine War On The US Economy And Equity Sectors The Impact Of The Ukraine War On The US Economy And Equity Sectors Fertilizers: Together, Russia and Belarus account for about 40% of global potash production, a key ingredient in potassium-based fertilizers. Russia also produces two-thirds of all ammonium nitrate, the main source of nitrogen-rich fertilizers. Wheat and lumber: Russia produces 10% of the global supply of wheat and lumber. While Russia’s trading network is wide, the most common destinations for its exports are China (14%), Netherlands (10%), Belarus (5%), and Germany (4.6%), making its direct effect on global trade limited. What Is Ukraine Producing? Ukraine’s effect on global trade is less significant: In 2019 it exported only $49.5B, with exports dominated by agricultural products and metals (Chart 2). Food: Ukraine’s production is dominated by foodstuffs such as corn, wheat, and seed oils. Russia and Ukraine together account for 25% of global wheat exports, much of which is going to the developing nations of Africa and Asia (Chart 3). Russia and Ukraine are also significant producers of potatoes, sunflowers, and sugar beets. Chart 2Ukraine Exports Metals And Food The Impact Of The Ukraine War On The US Economy And Equity Sectors The Impact Of The Ukraine War On The US Economy And Equity Sectors Chart 3Wheat Is Exported To North Africa And Asia The Impact Of The Ukraine War On The US Economy And Equity Sectors The Impact Of The Ukraine War On The US Economy And Equity Sectors With war and sanctions, most of this output will be lost or kept for domestic consumption, accelerating food inflation, which is already rampant. Of course, the rest of the world could try to compensate for lost agricultural output, but there is a major snag: Russia, Ukraine, and Belarus are significant producers of fertilizer. Metals: Ukraine produces significant amounts of steel. ArcelorMittal and Metinvest suspended production at their Ukrainian plants last week. Auto Components: In addition, Ukraine is a major producer of automotive wire harnesses. Volkswagen, BMW, and Porsche have all had to curtail auto production due to war-related shortages. Neon: Then there are the more esoteric commodities. The bulk of semiconductor-grade neon, used in high-precision lasers, comes from Ukraine. A dearth of this critical gas could exacerbate the semiconductor shortage. While Ukraine trades predominately with its European neighbors, such as Russia, Germany, Poland, and Italy, shortages of agricultural products, semiconductors, and automotive components are likely to reverberate across the globe. The US Is An Island… Almost According to the OEC,3 in 2019 the US was the number two economy in terms of total exports ($1.51T), and the number one economy in total imports ($2.38T). Russia barely registers as the US trading partner, with only $14.B or 0.61% of total imports coming from Russia. Ukraine is even less significant for the US: Its exports constitute only $1.23B. US exports to Ukraine and Russia constitute less than 1% of its total exports. However, to uncover the potential effects of the possible halting of Russian trade on the US economy, let’s look at what goods the US is buying. The reality on the ground may be complex. Petrochemicals Refined and crude petroleum constitute about half of all Russian imports to the US and account for roughly $7 billion (Chart 4). The US sanctioning of Russian oil is unlikely to have a significant effect on the US economy: It constitutes only about 5.7% of all the US oil imports, both crude and refined, which in 2019 were about $123B. As a result, the recent US embargo of Russian oil is unlikely to have much impact. Platinum, Titanium, And Other Rare and Precious Metals US imports roughly $7B worth of platinum, over one-fifth of which is sourced from Russia. Russia also provides about 21.5% of all titanium and 23% of radioactive chemicals that the US imports. Chart 4US Imports Fuels And Rare Metals From Russia The Impact Of The Ukraine War On The US Economy And Equity Sectors The Impact Of The Ukraine War On The US Economy And Equity Sectors Palladium The situation with palladium is even more strained: Russia produces 42% of the palladium imported by the US while South Africa supplies another 30%. All other exports of palladium are fragmented, and producers are unlikely to be able to ramp up production fast enough. Nickel US imports only $1.4B worth of nickel per year, 11% of which is coming from Russia. Australia and Canada are the only other large producers of this metal, and it is not clear if they will be able to step in and fill in the void left by Russia. How Much Production From Russia Will Be Curtailed? The West’s official sanctions affect Russian exports of certain commodities but there is also a reluctance on the part of private companies to buy or ship Russian exports. This latter factor makes it nearly impossible to gauge just how much supply of each individual commodity will be curtailed. In addition, Putin has announced his decision to suspend some commodity exports at least until 2023. Assuming in the near term that a considerable share of Russia’s commodity exports will be blocked from global markets, the largest impact will be on oil, palladium, copper, nickel, fertilizer, and grains. The Stock Market Is Not The Economy US Companies Most Exposed To Russian Trade Most US multinational companies have limited direct sales exposure to Russia. Among those that do have some exposure (Table 2), Philip Morris comes on top of the list at 8% of sales, PepsiCo 4.3%, Mondelez 3.1%, and McDonald’s 4.5%. Apple has generated only 1.3% of its sales in Russia. Overall, the Consumer Staples sector has the highest exposure to Russia. Exodus The majority of US multinationals have announced their exit from the Russian market in protest at the war. The exodus affects wide swaths of the Russian economy, including joint ventures in energy, auto manufacturing, finance, retail, entertainment, and fast food (See Appendix for the list). The war affects US sectors in many different way, and there are winners and losers (Chart 5). Table 2US Multinationals With The Highest Exposure To Russia The Impact Of The Ukraine War On The US Economy And Equity Sectors The Impact Of The Ukraine War On The US Economy And Equity Sectors Chart 5Winners And Losers The Impact Of The Ukraine War On The US Economy And Equity Sectors The Impact Of The Ukraine War On The US Economy And Equity Sectors Investment Implications Energy Sector – Positive The US embargo of Russian oil does not have a pronounced immediate and direct effect on the US energy sector as US imports from Russia are minor. Exxon’s exit from Russia is not going to have any noticeable short-term effect on the US energy sector. On the contrary, elevated oil and gas prices create an impetus for the US shale producers to ramp up output. Oil Equipment and Services companies will be the key beneficiaries of the new energy Capex cycle. While we closed our overweight in E&P companies with a view that OPEC will open oil spigots and cure high prices, locking in a gain of 60%, we remain overweight E&S Energy industry. Consumer Staples – Negative Companies such as Mondelez, Philip Morris, and PepsiCo are most exposed to the Russian market. All three have announced that they are discontinuing or curtailing Russian operations, taking a direct hit on earnings. However, disruptions in agricultural exports from Russia and Ukraine, and accompanying soaring food prices (Chart 6), are likely to have a broad negative effect on the sector, increasing input prices while sector margins are already razor-thin. So far, the sector had been able to pass on costs to customers, but its pricing power may be limited going forward (Chart 7). Chart 6Food Price Surge Is Parabolic Food Price Surge Is Parabolic Food Price Surge Is Parabolic Chart 7Consumer Staples Have Been Able To Pass Costs On To Customers Consumer Staples Have Been Able To Pass Costs On To Customers Consumer Staples Have Been Able To Pass Costs On To Customers We are overweight Consumer Staples thanks to its defensive attributes in the face of overall market volatility. However, we will be monitoring this position closely. Semiconductors - Neutral Disruptions in supplies of neon, palladium, and nickel, which are essential components of the manufacturing of semiconductors, will exacerbate global chip shortages, and hit profits of semiconductor manufacturers, mostly in Asia. However, the majority of the large US semiconductor companies are chip designers and are unlikely to be affected. The only exception is Intel, which is an integrated semiconductor company. Intel has also announced that it is exiting Russia, which may have an adverse effect on its profitability. Auto Manufacturers - Negative Overall, US car manufacturers have limited direct exposure to Russia. Ford has recently closed its joint venture with a Russian car manufacturer. GM does not have a significant presence in Russia, selling only 3,000 cars a year there, of the six million it sells worldwide. Tesla’s presence in Russia is also insignificant – there are only 700 Teslas registered there. However, there are supply problems. Shortages of metals, such as palladium and nickel, widely used in catalytic converters and electrodes, will compound shortages in tight auto component markets. Travel Complex: Hotels, Restaurants, and Airlines Hilton, Marriott, and Hyatt have announced that they are halting development and new investments in Russia. While these actions on the margin will have a long-lasting negative effect on their business, a more immediate concern is that a war in Europe will suppress travel, which only recently started rebounding after COVID-19 country closures. US airlines will suffer from a double whammy of rising fuel costs, and consumer reluctance for international travel in the light of hostilities in the heart of Europe. International and business travel are the most lucrative segments of their business, the rebound of which is needed for these companies to restore profitability. We were positive on airlines in light of the reopening of international travel as the Omicron wave was receding, but now have to reconsider our optimistic stance if oil prices don’t normalize soon. Fast-food restaurant closures in Russia (Burger King, McDonald’s, Starbucks, etc.) will result in a significant hit to their bottom line. To put these actions in perspective, McDonald’s announced that temporary closures of its 750 restaurants in Russia and 180 in Ukraine will make it lose $50 million a month, resulting in a 9% hit to its revenue. In addition, these businesses are already reeling from rising food prices and consumers shifting their goods and services away from discretionary spending to necessities because of negative wage growth. We are overweight the Travel complex but are likely to downgrade it in the coming days. Big Tech – Positive According to a recent report by the IDC, the global impact of a steep decline in Information and Communications Technology (ICT) spending in Russia and Ukraine will be somewhat limited. Combined, the two countries only account for 5.5% of all ICT spending in Europe and 1% worldwide.4 Meanwhile, tech spending among Western European countries may increase in part due to expanded defense and security allocations. We believe that dislocation also creates an opportunity for US technology companies, especially in the software and cybersecurity space. Exiting the Russian market is likely to have a limited negative effect on US technology companies’ revenue, as most of them derive only a very small proportion of it from Russia. We are overweight the Software and Cybersecurity industries. Metals and Mining - Positive Disruption of the supply of metals from Russia and Ukraine creates an opportunity for US metals and mining companies, with soaring pricing promising a profits windfall. Unlike with oil and gas, an increase of supply in metals not only takes substantial investment but also takes years to bring to production. As a result, there is no respite in sight. As such, we will consider adding to our existing position, bringing allocation to an overweight. Stay tuned. Bottom Line The war in Ukraine has wreaked havoc in the US equity market, even though US trade with Russia and Ukraine is insignificant and is mostly limited to energy, palladium, and other rare metals. However, the US economy is affected by the scarcity of selected metals and materials, soaring prices, and supply chain disruptions. As is often the case, there are winners and losers: Energy, and Metals & Mining are mostly immune to the crisis and are likely to benefit by picking up slack in supply. The Technology sector, especially Software and Cybersecurity, will benefit from the disruption of the war. Consumer Staples, Travel, Auto Manufacturers, and Semiconductor Manufacturers are likely to take a hit because of shortages and soaring input prices.   Irene Tunkel Chief Strategist, US Equity Strategy irene.tunkel@bcaresearch.com     Appendix: Companies’ Self-Sanctions In Russia5 Airlines American Airlines, Delta, and United cut ticket sales partnerships with Russian airlines. All three have stopped flying over Russia. Banks Goldman Sachs became the first American bank to announce that it is exiting Russia. Citigroup also indicated that it is curtailing operations in Russia. Technology Accenture is discontinuing its operations in Russia. Airbnb (ABNB) announced that the company is suspending all operations in Russia and Belarus. Amazon (AMZN)’s cloud division, Amazon Web Services (AWS), said it would halt new sign-ups for the service in Russia and Belarus. AWS indicated that it has no data centers in Russia and, as a matter of policy, it does not do business with the Russian government. It stated that while it had Russian customers, they are all headquartered outside of Russia. Apple (AAPL) has stopped selling its products in Russia, and limited access to digital services, such as Apple Pay, inside Russia. Google confirmed that it is no longer accepting new Google Cloud customers in Russia. It has also halted its advertisement operations in the country. IBM (IBM) has suspended all business in Russia. Intel (INTC) has stopped all shipments to Russia and Belarus, the company announced. Microsoft (MSFT) is suspending all new sales of its products and services in Russia. Microsoft (MSFT) also said it will continue aiding in Ukrainian cybersecurity. Netflix (NFLX) said it will be suspending its streaming service in Russia. Spotify (SPOT) said it has closed its office in Russia “indefinitely” and restricted shows “owned and operated by Russian state-affiliated media.” Adobe stopped all new sales in Russia Uber is divesting from internet company Yandex Paypal suspended all services in Russia Big Four Accounting Firms Ernst & Young, Deloitte, KPMG, and PwC are pulling out of the country. Energy Exxon pledged to leave its last remaining oil and gas project in Russia and not to invest in new developments in the country. Credit Card Providers All three American credit card giants, Mastercard (MA), Visa (V), and American Express (Amex), have suspended all their network operations in Russia. Credit cards issued by Russian banks will not work in other countries, and cards issued elsewhere will not work for purchases in Russia. Hotels Hyatt (H), Hilton (HLT), and Marriott (MAR) are halting development and new investments in Russia. Hilton and Marriott are closing their corporate offices. Hilton is keeping its existing 26 hotels open (a fraction of the company’s 6,800 properties worldwide). Marriott hotels are franchised and the company is evaluating the ability to keep these hotels open. Industrials 3 has halted operations in Russia. Dow (DOW) has suspended all purchases of feedstocks and energy from Russia. It has also stopped all investments in the region and is supplying only limited essential goods in Russia. General Electric (GE) suspended most of its operations in Russia, with the exception of “providing essential medical equipment and supporting existing power services.” John Deere (DE) has halted shipments of its products to Russia. Caterpillar (CAT) is suspending operations at its Russian manufacturing facilities. Boeing (BA) said it would suspend support for Russian airlines. Automakers Ford (F) announced it was suspending its operations in Russia. The American automaker has a 50% stake in Ford (F) Sollers, a joint venture that employs at least 4,000 workers. GM does not have much of a presence in Russia. Entertainment Disney (DIS) is also suspending the release of its theatrical films in Russia, citing “the unprovoked invasion of Ukraine.” WarnerMedia said on February 28 that it would pause the release of “The Batman” in Russia. The company is also pausing all new business in Russia, ceasing broadcast of its channels, halting all new content licensing with Russian entities, and pausing planned theatrical and games releases. Retail Estée Lauder Companies will suspend all commercial activity in Russia, including closing every store and brand site and halting shipments to any of our retailers in Russia. The company had also already suspended business investments and initiatives in Russia. TJX has promised to divest its equity ownership in Familia, an off-price retailer with more than 400 stores in Russia. Consumer Staples Mondelez (MDLZ) said it would scale back all non-essential activities in Russia “while helping maintain continuity of the food supply.” The company said it would focus on “basic offerings,” and discontinue all new capital investments and suspend advertising spending in the country. Procter & Gamble (PG) has discontinued all new capital investments in Russia and is suspending all media, advertising, and promotional activity. The company will continue to provide basic health, hygiene, and personal care items. Philip Morris suspended planned investments and will reduce manufacturing in Russia. PepsiCo will stop selling soda in Russia but will continue to produce dairy and baby food. Restaurants Yum Brands (YUM) is closing 70 company-owned KFC restaurants and 50 Pizza Hut franchises in Russia. It will also suspend all investment and restaurant development in the country. McDonald’s (MCD) is closing some 750 restaurants in Russia. Russia’s restaurants along with another 108 in Ukraine, accounted for 9% of the company’s revenue in 2021. The company said that halting Russian operations will cost it $50 million a month. Restaurant Brands International (owner of Burger King) will end corporate support for 800 locations in Russia and will not approve any additional investment or expansion. Starbucks is closing all of its locations in Russia. Transportation UPS, DHL, and FedEx have suspended operations in Russia and Belarus.       Footnotes 1     The nickel price increase was compounded by a margin call on a major Chinese nickel producer that had accumulated a large short position through forward contracts in order to lock in a price for future delivery. 2     Palladium - Wikipedia 3    United States (USA) Exports, Imports, and Trade Partners | OEC - The Observatory of Economic Complexity 4    A New Report from IDC Looks at the Initial Impact of the Russia-Ukraine War on Global ICT Markets. 5    Which Companies Have Pulled Out of Russia? Here’s a List. - The New York Times (nytimes.com) and https://www.cnn.com/2022/03/02/business/companies-pulling-back-russia-ukraine-war-intl-hnk/index.html Recommended Allocation

Highlights Chart 1A Tough Balancing Act For The Fed A Tough Balancing Act For The Fed A Tough Balancing Act For The Fed In last week’s Congressional testimony, Fed Chair Jay Powell talked about his goal of achieving a “soft landing”. That is, the Fed will tighten enough to slow inflation but not so much that the economy tips into recession. This balancing act was always going to be difficult, and recent world events have only complicated it. On the one hand, the US labor market has essentially returned to full employment. The prime-age employment-to-population ratio is just 1% below its pre-COVID level, a gap that will soon be filled by the 1.2 million people being kept out of the labor force by the pandemic (Chart 1). On the other hand, risk-off market moves driven by the war in Ukraine have caused the yield curve to flatten (Chart 1, bottom panel). The Fed’s task is to respond to the strong US economy by lifting rates, but to also avoid inverting the yield curve. To split the difference, the Fed will proceed with a 25 bps rate hike at each FOMC meeting, but will slow down if the curve inverts. Our recommended strategy is to keep portfolio duration close to benchmark for the time being given the uncertainty in Ukraine. However, the Treasury curve is now priced for too shallow a path for rate hikes. We are actively looking for a good time to re-initiate duration shorts. Feature   Table 1Recommended Portfolio Specification Sticking The Landing Sticking The Landing Table 2Fixed Income Sector Performance Sticking The Landing Sticking The Landing Investment Grade: Neutral Chart 2Investment Grade Market Overview Investment Grade Market Overview Investment Grade Market Overview Investment grade corporate bonds underperformed the duration-equivalent Treasury index by 124 basis points in February, dragging year-to-date excess returns down to -238 bps. The index option-adjusted spread widened 16 bps on the month and it currently sits at 130 bps. Our quality-adjusted 12-month breakeven spread has moved up to its 36th percentile since 1995 (Chart 2). The corporate bond sell-off that began late last year on heightened expectations of Fed tightening has accelerated in recent weeks, this time driven by the war in Ukraine. The result of the turmoil is that a significant amount of value has returned to the corporate bond market. In fact, spreads have not been this wide since early 2021. Continued uncertainty about how the Ukrainian situation will evolve causes us to recommend a neutral stance on investment grade corporate bonds in the near term. However, enough value has been created that a buying opportunity could soon emerge. Corporate balance sheets remain healthy. In fact, the ratio of total debt to net worth on nonfinancial corporate balance sheets is at its lowest level since 2010 (bottom panel). Further, the most likely scenario is that the economic contagion from Russia/Ukraine to the United States will be limited. While Fed tightening is set to begin this month, spreads are now wide enough that a flat but positively sloped yield curve is not sufficient to justify an underweight stance on corporate bonds. Investors should stay neutral for now but look for an opportunity to turn more bullish. Table 3ACorporate Sector Relative Valuation And Recommended Allocation* Sticking The Landing Sticking The Landing Table 3BCorporate Sector Risk Vs. Reward* Sticking The Landing Sticking The Landing High-Yield: Overweight Chart 3High-Yield Market Overview High-Yield Market Overview High-Yield Market Overview High-Yield underperformed the duration-equivalent Treasury index by 56 basis points in February, dragging year-to-date excess returns down to -213 bps. The index option-adjusted spread widened 17 bps on the month and it currently sits at 376 bps. The 12-month spread-implied default rate – the default rate that is priced into the junk index assuming a 40% recovery rate on defaulted debt and an excess spread of 100 bps – also moved up to 4.6% (Chart 3). The odds are good that defaults will come in below 4.6% during the next 12 months, and as such, we expect high-yield bonds to outperform a duration-matched position in Treasuries. This warrants a continued overweight allocation to High-Yield on a cyclical (6-12 month) horizon, though we acknowledge that further spread widening is likely until the situation in Ukraine reaches a place of greater stability. High-Yield valuations continue to be more favorable than for investment grade corporates (panel 3). We therefore maintain a preference for high-yield corporate bonds over investment grade.       MBS: Underweight Chart 4MBS Market Overview MBS Market Overview MBS Market Overview Mortgage-Backed Securities underperformed the duration-equivalent Treasury index by 48 basis points in February, dragging year-to-date excess returns down to -60 bps. The zero-volatility spread for conventional 30-year agency MBS widened 12 bps on the month, driven by an 11 bps widening of the option-adjusted spread (OAS). The compensation for prepayment risk (option cost) increased by 1 bp on the month (Chart 4). We wrote in a recent report that MBS’ poor performance in 2021 was attributable to an option cost that was too low relative to the pace of mortgage refinancings, noting that the MBA Refinance Index was slow to fall in 2021 despite the back-up in yields.1 This valuation picture is starting to change. The option cost is now up to 44 bps, its highest level since 2016 and refi activity is slowing as the Fed moves toward rate hikes. At 30 bps, the index OAS remains unattractive. However, the elevated option cost raises the possibility that the OAS may be over-estimating the pace of mortgage refinancings for the first time in a while. If these trends continue, it may soon make sense to increase exposure to agency MBS. We closed our recommendation to favor high coupon over low coupon securities on February 15th, concurrent with our decision to increase portfolio duration. We will likely re-establish this position when we move portfolio duration back to below benchmark. Emerging Market Bonds (USD): Underweight Chart 5Emerging Markets Overview Emerging Markets Overview Emerging Markets Overview Emerging Market bonds underperformed the duration-equivalent Treasury index by 399 basis points in February, dragging year-to-date excess returns down to -483 bps. EM Sovereigns underperformed the Treasury benchmark by 519 bps on the month, dragging year-to-date excess returns down to -646 bps. The EM Corporate & Quasi-Sovereign Index underperformed by 323 bps on the month, dragging year-to-date excess returns down to -379 bps. Russian sovereign bonds were recently downgraded to below investment grade, but before they were removed from the index they contributed -367 bps to Sovereign excess returns in February. In other words, if Russian securities are excluded, the EM Sovereign index only lagged Treasuries by 152 bps in February and actually outperformed a duration-matched position in US corporate bonds. As a result, the EM Sovereign index now offers less yield than a credit rating and duration-matched position in US corporate bonds (Chart 5). This recent shift in valuation leads us to reduce our recommended exposure to EM Sovereigns from overweight to underweight. Russian securities also negatively influenced EM Corporate & Quasi-Sovereign returns in February, but that index still offers a significant yield premium over US corporates whether Russian bonds are included or not (bottom panel). The turmoil overseas causes us to reduce exposure to this sector as well, but we will retain a neutral allocation instead of underweight because of still-attractive valuations. Municipal Bonds: Overweight Chart 6Municipal Market Overview Municipal Market Overview Municipal Market Overview Municipal bonds underperformed the duration-equivalent Treasury index by 5 basis points in February, dragging year-to-date excess returns down to -126 bps (before adjusting for the tax advantage). While the war in Ukraine introduces a great deal of uncertainty into the economic outlook, the municipal bond sector should be better placed than most to deal with the fallout. Trailing 4-quarter net state & local government savings are incredibly high (Chart 6) and 2021’s federal spending splurge will continue to support state & local government coffers for some time. That said, relative muni valuations have tightened significantly during the past few months and the recent back-up in corporate spreads will eventually give us an opportunity to increase exposure to that sector. With that in mind, this week we downgrade our municipal bond allocation from “maximum overweight” (5 out of 5) to “overweight” (4 out of 5). We calculate that 12-17 year maturity Revenue munis offer a breakeven tax rate of 5% relative to credit rating and duration matched US corporate bonds. 12-17 year General Obligation Munis offer a breakeven tax rate of 11% versus corporates (panel 2). Both figures are down considerably from their 2020 peaks. For their part, high-yield muni spreads have also not kept pace with the recent widening in high-yield corporate spreads (bottom panel). Treasury Curve: Buy 2-Year Bullet Versus Cash/10 Barbell Chart 7Treasury Yield Curve Overview Treasury Yield Curve Overview Treasury Yield Curve Overview The Treasury curve flattened dramatically In February, driven by a re-pricing of Fed expectations in the first half of the month and then later by flight-to-quality flows spurred by the war in Ukraine. The 2/10 and 5/30 Treasury slopes flattened by 22 bps and 3 bps in February. They currently sit at 24 bps and 51 bps, respectively (Chart 7). As noted on the first page of this report, during the next few months the Fed will be forced to strike a balance between tightening policy fast enough to prevent a de-stabilizing increase in inflation expectations and slow enough to prevent an inversion of the yield curve. The latter would likely signal an unacceptable increase in recession risk. In the near-term, we view the risks as clearly tilted toward further curve flattening as the Fed initiates a rate hike cycle while geopolitical uncertainties keep a lid on long-dated yields. However, this dynamic will eventually give way when political uncertainties abate and/or the Fed is forced to move more slowly in response to an inverted (or almost inverted) curve. With that in mind, a position in curve steepeners continues to make sense on a 6-12 month investment horizon. We also maintain our recommendation to favor the 20-year bond over a duration-matched barbell consisting of the 10-year note and 30-year bond. This position offers an enticing 26 bps of duration-neutral carry. TIPS: Neutral Chart 8TIPS Market Overview TIPS Market Overview TIPS Market Overview TIPS outperformed the duration-equivalent nominal Treasury index by 150 basis points in February, bringing year-to-date excess returns up to +127 bps. The 10-year TIPS breakeven inflation rate rose 19 bps on the month and the 5-year/5-year forward TIPS breakeven inflation rate rose 7 bps. Perhaps the most interesting recent market move is that TIPS breakeven inflation rates rose during the past month, even as flight-to-safety flows surged into the US bond market. That is, while nominal Treasury yields declined, TIPS yields fell even more, and the cost of inflation compensation embedded in US bond prices increased. At present, the 10-year TIPS breakeven inflation rate is 2.70%, above the Fed’s 2.3% to 2.5% target range (Chart 8). The 5-year/5-year forward TIPS breakeven inflation rate is 2.16%, still below the Fed’s target range but significantly higher than where it was in January. The bond market has responded to the war in Ukraine and resultant surge in commodity prices by bidding up the cost of inflation compensation. While we agree that higher commodity prices increase the risk that inflation will remain elevated in the second half of the year, we still think the most likely outcome is that core inflation starts to moderate in the coming months as supply chain pressures ease and the pandemic exerts less of an impact on daily life. Upcoming Fed rate hikes will also apply downward pressure to long-maturity TIPS breakeven inflation rates. As a result, we maintain our recommended neutral allocation to TIPS versus nominal Treasuries at the long-end of the curve and re-iterate our recommendation to underweight TIPS versus nominal Treasuries at the front-end of the curve.  ABS: Overweight Chart 9ABS Market Overview ABS Market Overview ABS Market Overview Asset-Backed Securities underperformed the duration-equivalent Treasury index by 25 basis points in February, dragging year-to-date excess returns down to -5 bps. Aaa-rated ABS underperformed by 25 bps on the month, dragging year-to-date excess returns down to -6 bps. Non-Aaa ABS underperformed by 22 bps on the month, dragging year-to-date excess returns down to -1 bp. During the past two years, substantial federal government support for household incomes has caused US households to build up an extremely large buffer of excess savings. During this period, many households have used their windfalls to pay down consumer debt and credit card debt levels have fallen to well below pre-COVID levels (Chart 9). Though consumer credit growth has rebounded, debt levels are still low. This indicates that the collateral quality backing consumer ABS remains exceptionally strong. This also indicates that while surging gasoline prices will weigh on consumer activity in the coming months, household balance sheets are starting from such a good place that we don’t expect a meaningful increase in consumer credit delinquencies. Investors should remain overweight consumer ABS and should take advantage of the high quality of household balance sheets by moving down the quality spectrum, favoring non-Aaa rated securities over Aaa-rated ones. Non-Agency CMBS: Neutral Chart 10CMBS Market Overview CMBS Market Overview CMBS Market Overview Non-Agency Commercial Mortgage-Backed Securities underperformed the duration-equivalent Treasury index by 95 basis points in February, dragging year-to-date excess returns down to -98 bps. Aaa Non-Agency CMBS underperformed Treasuries by 90 bps on the month, dragging year-to-date excess returns down to -92 bps. Non-Aaa Non-Agency CMBS underperformed by 108 bps on the month, dragging year-to-date excess returns down to -105 bps (Chart 10). Though CMBS spreads remain wide compared to other similarly risky spread products, we continue to recommend only a neutral allocation to the sector because of the structurally challenging environment for commercial real estate. Agency CMBS: Overweight Agency CMBS underperformed the duration-equivalent Treasury index by 24 basis points in February, dragging year-to-date excess returns down to -21 bps. The average index option-adjusted spread widened 6 bps on the month. It currently sits at 46 bps (bottom panel). The average Agency CMBS spread remains below its pre-COVID level, but it continues to look attractive compared to other similarly risky spread products. Stay overweight. Appendix A: The Golden Rule Of Bond Investing We follow a two-step process to formulate recommendations for bond portfolio duration. First, we determine the change in the federal funds rate that is priced into the yield curve for the next 12 months. Second, we decide – based on our assessments of the economy and Fed policy – whether the change in the fed funds rate will exceed or fall short of what is priced into the curve. Most of the time, a correct answer to this question leads to the appropriate duration call. We call this framework the Golden Rule Of Bond Investing, and we demonstrated its effectiveness in the US Bond Strategy Special Report, “The Golden Rule Of Bond Investing”, dated July 24, 2018. Chart 11 illustrates the Golden Rule’s track record by showing that the Bloomberg Barclays Treasury Master Index tends to outperform cash when rate hikes fall short of 12-month expectations, and vice-versa. At present, the market is priced for 172 basis points of rate hikes during the next 12 months. Chart 11The Golden Rule's Track Record The Golden Rule's Track Record The Golden Rule's Track Record Appendix A: The Golden Rule Of Bond Investing We can also use our Golden Rule framework to make 12-month total return and excess return forecasts for the Bloomberg Barclays Treasury index under different scenarios for the fed funds rate. Excess returns are relative to the Bloomberg Barclays Cash index. To forecast total returns we first calculate the 12-month fed funds rate surprise in each scenario by comparing the assumed change in the fed funds rate to the current value of our 12-month discounter. This rate hike surprise is then mapped to an expected change in the Treasury index yield using a regression based on the historical relationship between those two variables. Finally, we apply the expected change in index yield to the current characteristics (yield, duration and convexity) of the Treasury index to estimate total returns on a 12-month horizon. The below tables present those results, along with excess returns for a front-loaded and a back-loaded rate hike scenario. Excess returns are calculated by subtracting assumed cash returns in each scenario from our total return projections. Sticking The Landing Sticking The Landing Appendix B: Butterfly Strategy Valuations The following tables present the current read-outs from our butterfly spread models. We use these models to identify opportunities to take duration-neutral positions across the Treasury curve. The following two Special Reports explain the models in more detail: US Bond Strategy Special Report, “Bullets, Barbells And Butterflies”, dated July 25, 2017, available at usbs.bcaresearch.com US Bond Strategy Special Report, “More Bullets, Barbells And Butterflies”, dated May 15, 2018, available at usbs.bcaresearch.com Table 4 shows the raw residuals from each model. A positive value indicates that the bullet is cheap relative to the duration-matched barbell. A negative value indicates that the barbell is cheap relative to the bullet. Table 4Butterfly Strategy Valuation: Raw Residuals In Basis Points (As Of February 28, 2022) Sticking The Landing Sticking The Landing Table 5 scales the raw residuals in Table 4 by their historical means and standard deviations. This facilitates comparison between the different butterfly spreads. Table 5Butterfly Strategy Valuation: Standardized Residuals (As Of February 28, 2022) Sticking The Landing Sticking The Landing Table 6 flips the models on their heads. It shows the change in the slope between the two barbell maturities that must be realized during the next six months to make returns between the bullet and barbell equal. For example, a reading of -29 bps in the 5 over 2/10 cell means that we would expect the 5-year to outperform the 2/10 if the 2/10 slope flattens by less than 29 bps during the next six months. Otherwise, we would expect the 2/10 barbell to outperform the 5-year bullet. Table 6Discounted Slope Change During Next 6 Months (BPs) Sticking The Landing Sticking The Landing Appendix C: Excess Return Bond Map The Excess Return Bond Map is used to assess the relative risk/reward trade-off between different sectors of the US bond market. It is a purely computational exercise and does not impose any macroeconomic view. The Map’s vertical axis shows 12-month expected excess returns. These are proxied by each sector’s option-adjusted spread. Sectors plotting further toward the top of the Map have higher expected returns and vice-versa. Our novel risk measure called the “Risk Of Losing 100 bps” is shown on the Map’s horizontal axis. To calculate it, we first compute the spread widening required on a 12-month horizon for each sector to lose 100 bps or more relative to a duration-matched position in Treasury securities. Then, we divide that amount of spread widening by each sector’s historical spread volatility. The end result is the number of standard deviations of 12-month spread widening required for each sector to lose 100 bps or more versus a position in Treasuries. Lower risk sectors plot further to the right of the Map, and higher risk sectors plot further to the left. Chart 12Excess Return Bond Map (As Of February 28, 2022) Sticking The Landing Sticking The Landing Recommended Portfolio Specification Sticking The Landing Sticking The Landing Other Recommendations Sticking The Landing Sticking The Landing Ryan Swift US Bond Strategist rswift@bcaresearch.com Footnotes 1 Please see US Bond Strategy Weekly Report, “The Omicron Impact”, dated November 30, 2021. Treasury Index Returns Spread Product Returns

Executive Summary We look at the Ukraine crisis in the broader context of shocks, what we can learn from them, and how we can incorporate them into our strategy for investment, and life in general. Our high-conviction view is that the Ukraine crisis will be net deflationary, because the economic and financial sanctions imposed on Russia will lead to a generalized demand destruction. Bond yields will be lower in the second half of the year. Underweight cyclicals such as banks, ‘value’ sectors, and value-heavy stock markets such as the FTSE 100. Stay structurally overweight the 30-year T-bond. The ultimate low in the 30-year T-bond yield is yet to come, and will be a long way below the current 2.1 percent. Fractal trading watchlist: We focus on banks, add alternative electricity, and review bitcoin. Every Shock Is Always Supplanted By A New Shock Every Shock Is Always Supplanted By A New Shock Every Shock Is Always Supplanted By A New Shock Bottom Line: The recent rise in bond yields and the associated outperformance of cyclical sectors such as banks, ‘value’, and value-heavy stock markets such as the FTSE 100 was just a short-lived countertrend move within a much bigger structural downtrend. This structural downtrend is now set to resume. Feature Suddenly, nobody is worried about Covid and everybody is worried about nuclear war. Or as Vladimir Putin warns, “such consequences that you have never experienced in your history.” The life lesson being that every shock is always supplanted by a new shock. Hence, in this report we look at the Ukraine crisis through a wider lens. We look at the broader context of shocks, what we can learn from them, and how we can incorporate them into our strategy for investment, and life in general. The Predictability Of Shocks Shocks are very predictable. This sounds like a contradiction, but we don’t mean the timing or nature of individual shocks. As specific events, Russia’s full-scale invasion of Ukraine and the global pandemic were ‘tail-events’ that did come as shocks. Yet the statistical distribution of such tail-events is very predictable. This predictability of shocks forms the bedrock of the world’s $5 trillion insurance industry, and should also form the bedrock of any long-term strategy for investment, or life in general. The predictability of shocks forms the bedrock of the world’s $5 trillion insurance industry, and should also form the bedrock of any long-term investment strategy. We define a shock as any event that causes the long-duration bond price in a major economy to rally or slump by at least 20 percent, albeit this is just one definition.1On this definition, the Ukraine crisis is not yet a far-reaching economic or financial shock, but it is certainly well-placed to become one. Applying this definition of a shock through the last 60 years, the statistical distribution of shocks over any long period is well-defined and very predictable. For example, over a ten-year period the number of shocks exhibits a Poisson distribution with parameter 3.33 (Chart I-1), while the time between shocks exhibits an Exponential distribution with parameter 3.33. Chart 1The Statistical Distribution Of Shocks Is Very Predictable The Predictable Anatomy Of Shocks The Predictable Anatomy Of Shocks Many economists and investment strategists present their long-term forecasts for the economy and financial markets, yet completely ignore this very predictable distribution of shocks – making their long-term forecasts worthless! The question to such economists and strategists is why are there no shocks over your forecasting horizon? Their typical answer is that it is not an economist’s job to predict ‘acts of god’ or ‘black swans.’ But if insurance companies can incorporate the very predictable distribution of acts of god and black swans, then why can’t economists and strategists? Over any ten-year period, the likelihood of suffering a shock is a near-certainty, at 95 percent; in any five-year period, it is an extremely high 80 percent; in a two-year period, it is a coin toss at 50 percent; and even in one year it is a significant 30 percent (Chart I-2). Chart I-2On A Multi-Year Horizon, Another Shock Is A Near-Certainty The Predictable Anatomy Of Shocks The Predictable Anatomy Of Shocks Witness that since just 2016 we have experienced Brexit, and the election of Donald Trump as US president. These were binary-outcome events where we could ‘visualise’ the tail-event in advance, but many dismissed it as implausible. Then we had a global pandemic, and now Russia’s full-scale invasion of Ukraine. Therefore, the crucial question is not whether we will experience shocks. We always will. The crucial question is, will the shock be net deflationary or net inflationary? Our high-conviction view is that the Ukraine crisis will be net deflationary. Meaning that even if it starts as inflationary, it will quickly morph into deflationary. The Danger From Higher Energy Prices: The Obvious And The Not So Obvious Many people have noticed the suspicious proximity of oil price surges to subsequent economic downturns – most recently, the 1999-2000 trebling of crude and the subsequent 2000-01 downturn, and the 2007-2008 trebling of crude and the subsequent 2008-09 global recession. Begging the question, should we be concerned that the Ukraine crisis has lifted the crude oil price to a near-trebling since October 2020, not to mention the massive spike in natural gas prices? Many people have noticed the suspicious proximity of oil price surges to subsequent economic downturns. Of course, we know that the root cause of both the 2000-01 downturn and the 2008-09 recession was not the oil price surge that preceded them. As their names make crystal clear, the 2001-01 downturn was the dot com bust and the 2008-09 recession was the global financial crisis. And yet, and yet… while the oil price surge was not the culprit, it was certainly the accessory to both murders. The obvious way that high energy prices hurt is that they are demand destructive to both energy and non-energy consumption. In this regard, the good news is that the economy is becoming much less energy-intensive – every unit of real output requires about 40 percent less energy than at the start of the millennium (Chart I-3). Nevertheless, even if the scope to hurt is lessening, higher energy prices are still demand destructive. Chart I-3The Economy Is Becoming Less Energy-Intensive The Economy Is Becoming Less Energy-Intensive The Economy Is Becoming Less Energy-Intensive The not so obvious way that high energy prices hurt is that they risk driving up the long-duration bond yield and thereby tipping more systemically important economic and financial fragilities over the brink. This was the where the greater pain came from in both 2000 and 2008 (Chart I-4 and Chart I-5). Chart I-4Fears Of Energy-Driven Inflation Drove Up The Bond Yield In 1999 Fears Of Energy-Driven Inflation Drove Up The Bond Yield In 1999 Fears Of Energy-Driven Inflation Drove Up The Bond Yield In 1999 Chart I-5Fears Of Energy-Driven Inflation Drove Up The Bond Yield In 2008 Fears Of Energy-Driven Inflation Drove Up The Bond Yield In 2008 Fears Of Energy-Driven Inflation Drove Up The Bond Yield In 2008 Fortunately, the recent decline in the 30-year T-bond yield suggests that the bond market is looking through the short-term inflationary impulse of higher energy prices (Chart I-6). Instead, it is focussing on the deflationary impulse that will come from the demand destruction that the higher prices will trigger. Chart I-6Today, The Bond Market Is Looking Through The Inflationary Impulse From Higher Energy Prices Today, The Bond Market Is Looking Through The Inflationary Impulse From Higher Energy Prices Today, The Bond Market Is Looking Through The Inflationary Impulse From Higher Energy Prices The economic and financial sanctions imposed on Russia will only lead to additional demand destruction. Sanctions restrict trade and economic and financial activity – therefore they hurt both the side that is sanctioned and the side that is sanctioning. This mutuality of pain caused the West to balk at both the timing and severity of its sanctions. But absent an unlikely backdown from Russia, the sanctions noose will tighten, choking growth everywhere.   If bond yields were to re-focus on inflation and move higher, it would add a further headwind to the economy and markets, forcing the 30-year T-bond yield back down again from a ‘line in the sand’ at around 2.4-2.5 percent. So, the long-duration bond yield will go down directly or via a short detour higher. Either way, bond yields will be lower in the second half of the year. Given the very tight connection between bond yields and stock market sector, style, and country allocation, it will become clear that the recent outperformance of cyclicals such as banks, ‘value’ sectors, and value-heavy stock markets such as the FTSE 100 was just a short-lived countertrend move in a much bigger structural downtrend (Chart I-7). This structural downtrend is set to resume. Chart I-7When Bond Yields Decline, Banks Underperform When Bond Yields Decline, Banks Underperform When Bond Yields Decline, Banks Underperform Underweight cyclicals such as banks, ‘value’ sectors, and value-heavy stock markets such as the FTSE 100. Yet, the over-arching message from the anatomy of shocks is that the ultimate structural low in the 30-year T-bond yield is yet to come, and will be a long way below the current 2.1 percent. Stay structurally overweight the 30-year T-bond.   Fractal Trading Watchlist This week’s analysis focusses on banks, adds alternative electricity, and reviews bitcoin. Supporting the fundamental arguments in the main body of this report, the recent outperformance of banks has reached the point of fractal fragility that has signalled several important turning-points through the past decade (Chart 1-8). Accordingly, this week’s recommended trade is to go short world banks versus world consumer services, setting the profit target and symmetrical stop-loss at 12 percent.  Chart I-8The Recent Outperformance Of Banks May Soon End The Recent Outperformance Of Banks May Soon End The Recent Outperformance Of Banks May Soon End Alternative Electricity Is Rebounding From An Oversold Position Alternative Electricity Is Rebounding From An Oversold Position Alternative Electricity Is Rebounding From An Oversold Position Bitcoin's Support Is Holding Bitcoin's Support Is Holding Bitcoin's Support Is Holding Dhaval Joshi Chief Strategist dhaval@bcaresearch.com   Footnotes 1 As bond yields approach their lower limit, this definition of a shock will need to change as it will become impossible for long-duration bond prices to rally by 20 percent. Fractal Trading System Fractal Trades The Predictable Anatomy Of Shocks The Predictable Anatomy Of Shocks The Predictable Anatomy Of Shocks The Predictable Anatomy Of Shocks 6-Month Recommendations Structural Recommendations Closed Fractal Trades Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields ##br##- Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Chart II-2Indicators To Watch - Bond Yields ##br##- 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 ##br##- Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Chart II-4Indicators To Watch - Bond Yields ##br##- Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5 Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-6 Indicators 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 Chinese Onshore Stocks Are Less Impacted By External Factors Upgrading Chinese Onshore Stocks To Neutral Upgrading Chinese Onshore Stocks To Neutral We are upgrading Chinese onshore stocks from underweight to neutral relative to global stocks. At the same time, we are closing our tactical trade of long Chinese investable stocks/short global stocks. In the near term, Russia’s armed invasion of Ukraine will spark a further selloff in global risk assets. Volatility in Chinese onshore stock prices will remain high; A-share prices in absolute terms may also drop but should fall by less than their peers in European and emerging markets. On the other hand, Chinese offshore stocks are more vulnerable to geopolitical risks compared with their onshore counterparts. There are tentative signs that home prices may be stabilizing, although demand for housing remains in deep contraction. Chinese policymakers remain vigilant in preventing the property market from overheating and credit creation from overshooting. However, the ongoing Russia/Ukraine incursion has the potential to catalyze a larger stimulus package in China. If the escalating geopolitical crisis threatens the global economy, China’s authorities will likely strengthen policy supports at home to buttress the country’s domestic political, economic and financial conditions. Bottom Line: Chinese onshore stocks will weather the ongoing geopolitical storm better than their offshore and global peers. China’s economy is also less negatively impacted by the Russia/Ukraine hostilities. If the crisis deepens, China’s leadership will likely step up measures to support its economy and ensure stable domestic financial and political dynamics. Feature The conflict between Russia and Ukraine unnerved global financial markets in the past few weeks. Chinese offshore stocks were not insulated from the geopolitical event; the MSCI China Index declined by about 4% in February, in-line with the selloff in global stocks. Chart 1Chinese Onshore Financial Markets Held Up Relatively Well Last Month Chinese Onshore Financial Markets Held Up Relatively Well Last Month Chinese Onshore Financial Markets Held Up Relatively Well Last Month The current global geopolitical environment, however, has turned us a bit more positive on Chinese onshore stocks in relative terms. In the near term, the onshore market should hold up better than its offshore and European counterparts. China’s closed capital market prevents panic capital outflows and its large current account surplus as well as favorable real interest rate differentials help to maintain strength in the RMB (Chart 1). On a cyclical basis, China’s domestic economic fundamentals will continue to drive prices in the A-share market. China’s aggregate economy is less affected by the Russia/Ukraine conflict than Europe. Energy supplies from Russia to China will likely continue and may even accelerate, mitigating the risks of energy shock-induced inflation spikes. As such, we are upgrading Chinese onshore stocks from underweight to neutral in a global portfolio, both in tactical and cyclical time horizons. We remain cautious about the size of Chinese stimulus for the year and, therefore, are neutral in our cyclical view on Chinese onshore stocks relative to global equities. Despite some nascent signs of reflation and an easing of housing policy in a few Chinese cities, aggregate property demand remains weak and overall policy easing in the sector has been marginal. Nonetheless, the situation surrounding Ukraine and the global sanctions against Russia are highly fluid and may provide some ground for Chinese policymakers to ramp up stimulus at home. If the conflict intensifies and derails the European/global economy, Beijing will be more inclined to adopt measures to ensure the stability of its domestic economy, financial markets and political dynamics. Meanwhile, we are closing our long MSCI China/short MSCI global tactical trade. Chinese offshore stocks are more vulnerable to geopolitical tensions and risk-off sentiment among global investors. The Russia Incursion Has Limited Direct Impact On China’s Economy Chinese stocks were not immune last week to the global financial market’s gyrations triggered by Russia’s invasion of Ukraine. While Russia’s attack on its neighbor will create short-term disruptions on the prices of global commodities and China’s A-shares, the cyclical performance of Chinese onshore stocks is tied to the country’s domestic economic fundamentals. The military conflict between Russia and Ukraine should have a limited knock-on effect on China’s business cycle dynamics for the following reasons: Russia and Ukraine together account for less than 3% of Chinese total exports as of 2021, limiting the negative impact from reduced demand in the region on China’s current account balance.  Chart 2Ukraine: China’s Major Source Of Agricultural Commodity Supplies Upgrading Chinese Onshore Stocks To Neutral Upgrading Chinese Onshore Stocks To Neutral Russia’s incursion of Ukraine may have consequences on China’s food prices. Ukraine is a major agricultural commodity exporter to China, hence a prolonged military conflict may disrupt agricultural supplies and push up imported food prices in China (Chart 2). In this scenario, we expect that Beijing will provide subsidies to ease pressures on domestic food prices due to supply shocks, rather than tighten monetary policy to reduce demand. China is unlikely to experience shocks linked to possible energy disruptions. Russia is a core exporter of energy to China and supplies of crude oil, natural gas and coal have increased in recent years (Chart 3). We do not expect that Russia’s energy supply to China will be disrupted. Indeed, following the 2014 Russia’s invasion of Crimea, Russia’s crude oil exports to China increased by 40% (Chart 3, top panel). We anticipate that oil prices will fall from the current level in the second half of the year, limiting the upshot from higher oil prices on Chinese inflation. So far, the US and EU have announced tough sanctions on Russia’s non-energy sectors, but they have avoided halting Russia’s energy exports. ​​​​​​​In the unlikely scenario that energy flows from Russia to Europe are disrupted in any meaningful and long-lasting way, either through European sanctions or a Russian embargo, Russia would probably turn to China to absorb its energy exports. Given that Russia cannot easily replace Europe with any other alternative market, particularly natural gas, China would gain an upper hand in price negotiations with the Russians (Chart 4). Thus, a steady supply of cheap natural gas and other forms of energy would be a net positive for China’s economy. Chart 4Russia Cannot Easily Replace Europe With Any Alternative Consumer Other Than China Upgrading Chinese Onshore Stocks To Neutral Upgrading Chinese Onshore Stocks To Neutral Chart 3Russia's Ties With China On Energy Supplies Will Likely Strengthen Russia's Ties With China On Energy Supplies Will Likely Strengthen Russia's Ties With China On Energy Supplies Will Likely Strengthen Meanwhile, oil’s current price spike may widen the gap in profits between China’s upstream and downstream industrial enterprises (Chart 5). However, the effect from higher oil prices on Chinese downstream manufacturers should be temporary. Our Commodity and Energy Strategists believe that the Russian invasion will prompt increased production from core OPEC producers. These production increases would reduce prices from last week’s $105 per barrel level to $85 per barrel by the second half of 2022 and keep it at that level throughout 2023 (Chart 6). Chart 6Crude Oil Price Risk Premium Will Abate But Not Disappear Crude Oil Price Risk Premium Will Abate But Not Disappear Crude Oil Price Risk Premium Will Abate But Not Disappear Chart 5Rising Oil Prices May Temporarily Widen Profit Gaps Between China's Up- And Downstream Industries Rising Oil Prices May Temporarily Widen Profit Gaps Between China's Up- And Downstream Industries Rising Oil Prices May Temporarily Widen Profit Gaps Between China's Up- And Downstream Industries Bottom Line: Russia’s invasion of Ukraine should have a limited direct impact on China’s domestic economy, inflation and monetary policy. Tentative Signs Of Home Price Stabilization Although the property market is showing some signs of improvement, the aggregate demand for homes remains very sluggish. Recently released housing data in China show some slight progress, as fewer cities reported a month-on-month drop in new home prices in January (Chart 7). The monthly average new home prices among China’s 70 cities were broadly flat last month following four consecutive months of falling prices. Tier 1 and Tier 2 cities had the largest increases in home prices, whereas prices in other regions continued to contract through January, albeit to a lesser degree (Chart 7, bottom panel). The minor improvement in home prices reflects recently implemented measures to help shore up the flagging market. Last month, the PBoC cut the policy rate by 10 bps and reduced the one- and five-year loan prime rates by 10 bps and 5 bps, respectively. Moreover, last week several regional banks lowered the down payments on mortgages for homebuyers. Chart 8...Demand For Housing Remains In Deep Contraction ...Demand For Housing Remains In Deep Contraction ...Demand For Housing Remains In Deep Contraction Chart 7Although There Are Some Early Signs Of Stabilization In Home Prices... Although There Are Some Early Signs Of Stabilization In Home Prices... Although There Are Some Early Signs Of Stabilization In Home Prices... Nonetheless, the aggregate demand for housing remains weak. China’s 100 largest developers experienced a roughly 40% year-on-year plunge in total sales in January, indicating that recent easing measures failed to revive the downbeat sentiment among homebuyers (Chart 8). Bottom Line: Policymakers will remain vigilant in not inducing another surge in house prices and will continue to target steady home prices. As such, it is too early to upgrade our cyclical view on China’s property market, stimulus and economic recovery. Investment Conclusions We are upgrading Chinese onshore stocks to neutral relative to global equities (both tactically and in the next 6 to 12 months), while closing our tactical trade of long MSCI China/short MSCI global index. Chart 9Chinese Onshore Stock Prices Are Largely Driven By Domestic Rather Than External Factors... Chinese Onshore Stock Prices Are Largely Driven By Domestic Rather Than External Factors... Chinese Onshore Stock Prices Are Largely Driven By Domestic Rather Than External Factors... Given the limited impact of the Russia/Ukraine conflict on China’s domestic economy and the low correlation to the global equity index, Chinese onshore stock prices may also fall in absolute terms in the coming weeks, but not by as much as their offshore and European counterparts (Chart 9). Furthermore, while we maintain a cautious cyclical outlook for China’s stimulus, the ongoing geopolitical crisis has the potential to provide a catalyst for Chinese policymakers to stimulate the domestic economy more forcefully. If the clash evolves into a real risk to the European economy and global financial markets, odds are high that Chinese policymakers will step up stimulus measures to ensure domestic stability. In this scenario, Chinese onshore stocks will likely outperform global equities. In the past, Chinese authorities refrained from a credit overshoot when the business cycle slowed in an orderly manner, but they stimulated substantially following an exogenous shock. For example, China rolled out massive stimulus packages after the 2008 Global Financial and the 2011/12 European credit crises. Beijing did not directly respond to Russia’s 2014 annexation of Crimea with additional monetary support to China’s domestic economy. However, the Chinese authorities started to aggressively stimulate when a collapse in domestic demand coincided with a global manufacturing recession in 2015. Chart 10...Whereas Chinese Offshore Stocks Are More Vulnerable To Global Risk-Off Sentiment ...Whereas Chinese Offshore Stocks Are More Vulnerable To Global Risk-Off Sentiment ...Whereas Chinese Offshore Stocks Are More Vulnerable To Global Risk-Off Sentiment The PBoC’s outsized liquidity injection in the interbank system last Friday is also a sign that Beijing is willing to accelerate policy easing if the geopolitical backdrop meaningfully worsens.  Regarding Chinese investable stocks, we maintain our cyclical underweight stance relative to global equities. In the near term, risk-off sentiment among global investors will undermine the performance of Chinese offshore stocks in both absolute and relative terms (Chart 10). Over a longer time horizon (6 to 12 months), growth stocks will likely underperform value stocks when global stocks recover. Thus, the tech-heavy MSCI China Index is less attractive to investors compared with other emerging and developed market equities that are more value-centric. Jing Sima China Strategist jings@bcaresearch.com Strategic Themes Cyclical Recommendations Tactical Recommendations

Executive Summary Wars Don’t Usually Affect Markets For Long Monthly Portfolio Update: Keep Calm And Stay Invested Monthly Portfolio Update: Keep Calm And Stay Invested We expect the war in Ukraine to stay within its borders, and therefore to have little impact on global growth. Markets will be volatile, but we recommend allocators stay invested – with some moderate hedges in place. The Fed won’t tighten as fast as markets expect, and US long rates will not rise much further this year. So, within fixed-income, we raise government bonds to neutral. Flat rates remove a positive for the Financials equity sector, which we lower to neutral. The oil price will fall back to $85 by the second half, as Saudi and others increase supply. We reduce our recommendation for Canadian equities and the CAD. Recommendation Changes Monthly Portfolio Update: Keep Calm And Stay Invested Monthly Portfolio Update: Keep Calm And Stay Invested Bottom Line: Stay invested in risk assets, but have some hedges. We shift from Financials to the defensive-growth IT sector, raise our weight in UK equities, and suggest long positions in cash, CHF and JPY.   Recommended Allocation Monthly Portfolio Update: Keep Calm And Stay Invested Monthly Portfolio Update: Keep Calm And Stay Invested The war in Ukraine is likely to have only a limited impact on markets beyond the short term. As disturbing as the human tragedy is, Russia’s aims are limited to regime change in Kyiv. The European Union and US face restraints on how draconian sanctions against Russia can be, balking (so far at least) at blocking imports of Russian energy to the EU, given how much this would hurt the economy. The risk of the conflict spreading beyond Ukraine’s borders is low, limited perhaps to cyberattacks on Western targets. A Russian attack on a NATO member, such as Poland or one of the Baltic states, is extraordinarily unlikely – though Moldova and Georgia (not NATO members) might be more vulnerable at some point in the future. For more detailed analysis, please read the two reports on the Ukraine situation by our Geopolitical Service that we have made available to all BCA Research subscribers.1 Asset allocators need to look at these events dispassionately. Markets are likely to remain volatile over the coming months, as events in Ukraine unfold. But the lesson of most major conflicts is that they typically do not have a long-lasting impact on asset performance (Chart 1). There is little chance that the Ukraine war will significantly dent global growth. The only exception would be if the oil price were to rise much further to, say, $120 a barrel as some are forecasting. Certainly, in the past, a jump in the oil price has often been associated with recessions – even though the causality is unclear (Chart 2). But BCA’s Energy strategists expect to see an increase in oil supply by Saudi Arabia and Gulf states which will bring Brent crude back to $85 by the second half (from $98 now). Chart 1Wars Don't Usually Affect Markets For Long Wars Don't Usually Affect Markets For Long Wars Don't Usually Affect Markets For Long Chart 2But A Jump In Oil Prices Would But A Jump In Oil Prices Would But A Jump In Oil Prices Would Meanwhile, global growth remains robust, with all major economies expected to continue to grow well above trend this year, supported by robust consumption and capex (Chart 3). And sentiment towards equities has turned very pessimistic since the start of the year, with indicators such the US Association of Individual Investors’ weekly survey at its most bearish level since 2008 (Chart 4). These sort of sentiment levels have typically pointed to a rebound in risk assets. Chart 4Sentiment Is At Rock-Bottom Sentiment Is At Rock-Bottom Sentiment Is At Rock-Bottom Chart 3Economic Growth Still Above Trend Monthly Portfolio Update: Keep Calm And Stay Invested Monthly Portfolio Update: Keep Calm And Stay Invested         Our advice now would be to stay invested, but with some moderate safe-haven hedges in place – largely as we have recommended since late last year. We continue to recommend an overweight in cash, but will look to allocate this to risk assets when it becomes clearer how the situation in Ukraine will pan out. The trajectory of markets over the rest of this year still largely comes down to what the Fed and other central banks will do. The hawkish turn by the Fed in December has been the driver of markets in the past two months, with the result that none of the major asset classes have produced positive returns year to-date – only inflation hedges such as commodities and gold (Chart 5). Chart 5Most Asset Classes Are Down Year-To-Date Monthly Portfolio Update: Keep Calm And Stay Invested Monthly Portfolio Update: Keep Calm And Stay Invested The futures market is pricing the Fed to raise rates seven times over the next 12 months, the fastest rate of predicted tightening since the early 2000s (Chart 6). We think that is a little excessive. Inflation, as we have argued previously, is likely to fade over the coming quarters, as the supply response to strong consumer demand for manufactured goods brings down the price of cars, semiconductors, shipping and other major items. The Fed may well start in March with the intention of raising rates by 25bps every meeting, but the slowing of inflation we expect, and the tightening of financial conditions already under way (Chart 7), make it unlikely that it will continue at that pace. And remember that Fed policy will need to be even more hawkish than the market is currently pricing in for it to have an incrementally negative impact on risk assets. Chart 6Market Believes Fed Will Hike Fast Market Believes Fed Will Hike Fast Market Believes Fed Will Hike Fast Chart 7Financial Conditions Have Already Tightened Financial Conditions Have Already Tightened Financial Conditions Have Already Tightened There are certainly risks to this scenario. The forward yield curve is pointing to inversion one year ahead, something which normally presages recession over the following 1-3 years (Chart 8). Higher prices are starting to hurt consumer confidence, though there is a big disparity between the two main US indicators (Chart 9). Chart 8Will Yield Curve Invert Within A Year? Will Yield Curve Invert Within A Year? Will Yield Curve Invert Within A Year? Chart 9Inflation May Be Hurting Consumer Confidence Inflation May Be Hurting Consumer Confidence Inflation May Be Hurting Consumer Confidence What all this boils down to is how high a level of interest rates the economy is able to withstand. The futures markets imply that, in most countries, central banks will raise rates aggressively this year, but then be forced to stop or even cut rates after that because their actions cause an economic slowdown (Table 1). Our view is that the terminal rate is much higher than what is priced by markets and projected by central banks: In the US perhaps 3-4% in nominal terms.2 Even with seven Fed hikes over the next year, the policy rate would therefore remain well below neutral – an environment in which historically equities have outperformed bonds (Chart 10). Table 1Central Banks Will Hike Aggressively – But Then Stop Soon Monthly Portfolio Update: Keep Calm And Stay Invested Monthly Portfolio Update: Keep Calm And Stay Invested Chart 10Even In A Year, Rates Will Be Well Below Neutral Even In A Year, Rates Will Be Well Below Neutral Even In A Year, Rates Will Be Well Below Neutral One final comment: On long-term returns. As a result of the recent moderate equity correction, strong earnings growth, and higher long-term rates, the outlook is somewhat rosier than when we published our most recent report on Return Assumptions in May 2021 – though admittedly forward long-term returns are still likely to be lower than over the past 20 years (Table 2). This is not, then, a time to turn defensive. Table 2Long-Term Return Outlook No Longer Looks So Gloomy Monthly Portfolio Update: Keep Calm And Stay Invested Monthly Portfolio Update: Keep Calm And Stay Invested Fixed Income: In the short-term, government bonds look oversold (Chart 11). With inflation set to peak and the Fed likely to be less hawkish than the market has priced in, we do not see the 10-year US Treasury yield rising more than another 25 basis points or so above its current level this year. Accordingly, we are changing our duration call from underweight to neutral, and raise our recommendation for government bonds within the (still underweight) fixed-income bucket to neutral. For more cautious investors, a slight increase in government bond holdings might be warranted. Within credit, investment-grade bonds still offer little pickup, despite the moderate rise in spreads this year (from 92 to 121 in the US, for example), and so we lower this asset class to underweight. We continue to prefer high-yield bonds, which in the US now imply a jump in the default rate from 1.2% over the past 12 months to 4.5% over the coming year (Chart 12). As long as the economy grows in line with our expectations, that is very unlikely. Chart 11Government Bonds Look Oversold Government Bonds Look Oversold Government Bonds Look Oversold Chart 12Will Defaults Really Jump This Much? Will Defaults Really Jump This Much? Will Defaults Really Jump This Much?   Equities: With the economy continuing to grow above-trend, global earnings should remain robust. This will not be a classic year for equity returns, but we expect them to do better than bonds. We continue to prefer US over European equities. As was seen in the aftermath of the invasion of Ukraine, US stocks are more defensive, and European growth will continue to be under threat from higher energy prices (Chart 13). We also move our recommended portfolio a little in the defensive direction by going overweight UK equities (which have a particularly high weight in defensive growth sectors, such as a 13 point overweight in Consumer Staples); we fund this by lowering Canadian equities to underweight, given their close linkage with oil (Chart 14), and the vulnerability of the Canadian housing market to rising rates. We remain underweight EM, but Chinese stocks (which were very oversold in late 2021) have been a relative safe haven as China started to stimulate, and so we continue with our neutral position for now. Chart 13Higher Energy Prices Threaten Europe Higher Energy Prices Threaten Europe Higher Energy Prices Threaten Europe Chart 14Canadian Stocks Move With The Oil Price Canadian Stocks Move With The Oil Price Canadian Stocks Move With The Oil Price Chart 15Financials Not So Attractive If Rates Don't Rise Financials Not So Attractive If Rates Don't Rise Financials Not So Attractive If Rates Don't Rise Our view that long-term rates have limited upside this year makes us more cautious on Financials stocks, which are closely correlated with rates, and so we cut this sector to neutral (Chart 15). A period of slowing growth points towards a preference for defensive growth, and so we raise our recommended weight in the IT sector to overweight from neutral. It is tempting to think of this sector as being composed of ridiculously overvalued speculative internet names, but it is in fact dominated by established hardware and software titans with deep competitive moats (Table 3). While the sector is not exactly cheap, its risk premium over bonds is quite reasonable by historical standards (Chart 16).   Table 3Tech Sector Is Not Made Up Of Speculative Stocks Monthly Portfolio Update: Keep Calm And Stay Invested Monthly Portfolio Update: Keep Calm And Stay Invested Chart 16Tech Is Not Unreasonably Priced Tech Is Not Unreasonably Priced Tech Is Not Unreasonably Priced Chart 17Relative Rates Suggest Some Upward Pressure On USD Relative Rates Suggest Some Upward Pressure On USD Relative Rates Suggest Some Upward Pressure On USD Currencies: A neutral position on the US dollar still makes sense. Short-term rates are likely to rise somewhat faster in the US, relative to expectations, than in Europe or Japan (Chart 17). Nevertheless, the USD is expensive, and long-dollar is a consensus trade – reasons why the dollar has risen by less than 1% year-to-date on a trade-weighted basis, despite all the higher rate expectations and geopolitical shocks. Investors looking for hedges against downside risk might look to the Japanese yen, which is particularly cheap, and the Swiss franc. By contrast, the Canadian dollar, like Canadian equities, is closely linked to the oil price and a fallback in the Brent price would be negative; we move underweight. We also raise the CNY to neutral, since it may become a safe haven currency in the current geopolitical situation, though the Chinese authorities won’t let it rise too much since that would slow the economy. Commodities: China’s stimulus remains somewhat halfhearted (Chart 18). Although the credit and fiscal impulse has bottomed, we expect to see it rebound only moderately, with just minor cuts in interest rates and the reserve ratio. This will stabilize Chinese growth, but not cause a boom as in 2020, 2016 or 2013. The rise in industrial commodities prices, therefore, is likely to be limited from here. For oil, as mentioned above, we expect to see Brent crude return to around $85 by the second half, as new supply comes onto the market. Gold has done well, as expected, in the face of a major geopolitical event. But it is expensive by historical standards, vulnerable to a rise in real (as opposed to nominal rates) as inflation eases (Chart 19), and faces cryptocurrencies as a rival. We keep our neutral, as a hedge against the tail-risk of much higher inflation, but would not chase the price at this level. Chart 18China's Stimulus Isn't Enough To Help Metals Prices China's Stimulus Isn't Enough To Help Metals Prices China's Stimulus Isn't Enough To Help Metals Prices Chart 19Rising Real Rates Are Negative For Gold Rising Real Rates Are Negative For Gold Rising Real Rates Are Negative For Gold Garry Evans, Senior Vice President Global Asset Allocation garry@bcaresearch.com   Footnotes 1     Please see Geopolitical Strategy Special Reports, “Russia Takes Ukraine: What Next?” dated February 24, 2022, and "From Nixon-Mao To Putin-Xi," dated February 25, 2022. 2     Please see Global Investment Strategy, “The New Neutral” dated January 14, 2022.   Recommended Asset Allocation Model Portfolio (USD Terms)

Highlights The buildup of excessive household debt in Canada over the past two decades has occurred because of outsized demand for housing, not because of the impact of constrained housing supply on house prices. Outsized demand for housing has occurred because interest rates have been persistently too low, pointing to the need for the Bank of Canada to tighten monetary policy in order to prevent even further leveraging. The burden of Canada’s household sector debt may exceed its pre-pandemic level next year given current market expectations for the path of rate hikes. This implies that the prior peak in the Canadian policy rate (1.75%) likely reflects a high-end estimate of the neutral rate of interest in Canada. Regulatory changes have occurred in recognition of Canada’s extreme levels of household debt. Although a massive decline in Canadian house prices would cause a very severe recession, it would not likely precipitate a Lehman-style collapse of the Canadian financial system. Over the next twelve months, investors should position favorably toward CAD-USD. As the Canadian policy rate approaches our estimate of the neutral rate, a short CAD position and an overweight stance towards long-maturity Canadian bonds versus US Treasurys will likely be warranted. Within a global equity portfolio, exposure to relatively high-yielding Canadian banks should not be reduced until hard evidence of a significant slowdown in the housing market emerges. Feature The outlook for monetary policy in advanced economies has shifted rapidly in a hawkish direction over the past few months. While we believe that the Fed and other central banks will end up raising interest rates this year fewer times than investors currently expect, it is clear that monetary policy will tighten in the DM world over the coming 12-18 months. This has raised the question of how high policy rates may rise before monetary policy begins to restrict economic activity. Some investors have specifically focused this question on countries like Canada, which has a highly indebted household sector and has seen house prices rise at a 7% average annual pace for the past 20 years. In this report, we explore the root cause of Canada’s extreme household debt and argue against the constrained housing supply view. Instead, we conclude that persistently low interest rates have fueled excessive housing demand and that the prior peak in the Canadian policy rate (1.75%) probably reflects a high-end estimate of the neutral rate of interest in Canada – in contrast with that of the US. Finally, we note that the regulatory changes that have occurred in recognition of the risk from excessive household debt suggest that a massive decline in Canadian house prices would not likely precipitate a Lehman-style collapse of the Canadian financial system – it would, however, clearly cause a severe recession. Over the next twelve months, investors should position favorably toward CAD-USD. As the Canadian policy rate approaches our estimate of the neutral rate, a short CAD position and an overweight stance towards long-maturity Canadian bonds versus US Treasurys will likely be warranted. Within a global equity portfolio, exposure to relatively high-yielding Canadian banks should not be reduced until hard evidence of a significant slowdown in the housing market emerges. The Root Cause Of Canada’s Extreme Household Debt Chart II-1Canadian Households Are Massively Indebted Canadian Households Are Massively Indebted Canadian Households Are Massively Indebted Relative to disposable income, Canadian household debt has risen substantially over the past two decades. Chart II-1 highlights that Canada’s household debt to disposable income ratio has risen by 180% since 2000, and is currently over 50 percentage points higher than that in the US, even when nonfinancial noncorporate debt is included in the latter.1 Rising Canadian household indebtedness is a problem that is well known to investors, policymakers, regulators, banks, and consumers themselves. Organizations such as the IMF have repeatedly warned that excess household debt poses a potential economic stability risk. In the years prior to the pandemic, policymakers have responded with a series of macroprudential measures designed to limit speculation and foreign ownership in the housing market and to reduce the incremental risk to the economy posed by new borrowers. When asked why Canadian households have leveraged themselves so significantly over the past 20 years, most market commentators in Canada point to insufficient housing supply as the main driver of excessive house prices. Given normal ongoing demand for housing, they argue, persistent supply-side pressure on housing prices will naturally lead to a rising stock of debt relative to income. According to this narrative, the solution to Canada’s housing crisis is centered squarely on incentives to build more homes. Raising interest rates to cool mortgage demand will simply exacerbate the housing affordability problem, while simultaneously discouraging additional residential investment needed to decrease home prices structurally. Chart II-2The Supply Of Non-Apartment Dwellings Has Indeed Declined Over Time... The Supply Of Non-Apartment Dwellings Has Indeed Declined Over Time... The Supply Of Non-Apartment Dwellings Has Indeed Declined Over Time... We hold a different perspective. We do agree that there are some limitations on the supply side that likely are unduly boosting prices of certain dwelling types. For example, the Greenbelt that surrounds Ontario’s Golden Horseshoe region - a permanently protected area of land - has likely constrained some housing activity, and Chart II-2 highlights that single detached, semi-detached, and row/townhouses have fallen significantly as a share of overall housing completions. Apartments and other dwellings now account for a clear majority of new housing construction in Canada. However, there is a great deal of evidence positioned against the view that supply-side factors are the primary cause of outsized housing inflation and, by extension, a massive increase in Canadian household debt to GDP: Based on real residential investment, the pace of housing construction in Canada has not fallen relative to GDP or the population. Chart II-3 highlights that, compared with the US, residential investment has trended higher over the past 20 years. Based on Canadian housing completion data, Chart II-4 highlights that the number of completions has generally kept pace with half of the change in Canada’s population, a ratio that is easily consistent with two or more people per household. In addition, the chart highlights that the periods when houses were completed at a below-average rate relative to population growth have not been the same as when Canadian household debt has increased relative to disposable income. Chart II-3...But Overall Real Residential Investment Has Kept Pace With Canada's GDP And Population ...But Overall Real Residential Investment Has Kept Pace With Canada's GDP And Population ...But Overall Real Residential Investment Has Kept Pace With Canada's GDP And Population Chart II-4Housing Supply Has Not Been The Main Driver Of Rising Canadian Indebtedness Housing Supply Has Not Been The Main Driver Of Rising Canadian Indebtedness Housing Supply Has Not Been The Main Driver Of Rising Canadian Indebtedness Chart II-5Prices For All Canadian Property Types Have Surged Over The Past Two Decades Prices For All Canadian Property Types Have Surged Over The Past Two Decades Prices For All Canadian Property Types Have Surged Over The Past Two Decades If the rise in Canadian household indebtedness has been caused by the increasing scarcity of single-detached, semi-detached, and row/townhouses, then we would expect to see a persistent and growing divergence between overall Canadian house prices and those of apartment/condominiums. Chart II-5 highlights that this is not the case: while apartment/condo prices have at times grown at a slower rate than overall home prices over the past 15 years (as in the period from 2011 to 2016), they have also at times grown at a faster rate. The chart clearly highlights that the Canadian housing market is driven by a common factor, and that average house price gains have not been significantly different across property types over time. Similarly, if a scarcity of housing supply was the main driver of rising house prices and household debt, we would not expect to see a significant increase in the homeownership rate. Chart II-6 highlights that the Canadian homeownership rate did rise substantially from the mid-1990s to 2016 (the last available datapoint). While it is not clear what the sustainable or “equilibrium” homeownership rate is, it is notable that the most recent datapoint was not significantly lower than the peak rate reached in the US following that country’s massive housing bubble. Finally, Chart II-7 reiterates a point we made in our June 2021 Special Report: in several economies (including Canada), interest rates have remained well below levels that macroeconomic theory would traditionally consider to be in equilibrium over the past two decades. This has occurred alongside significant household sector leveraging. Chart II-7Too-Low Interest Rates Have Fueled Rising Household Indebtedness In Canada (And Other DM Economies) Too-Low Interest Rates Have Fueled Rising Household Indebtedness In Canada (And Other DM Economies) Too-Low Interest Rates Have Fueled Rising Household Indebtedness In Canada (And Other DM Economies) Chart II-6The Canadian Homeownership Rate Has Risen Significantly, Pointing To Excess Housing Demand March 2022 March 2022     These factors strongly point to rising household debt levels as being driven by demand-side rather than supply-side factors – demand that has been fueled by persistently low interest rates. How High Can The Bank Of Canada Raise Interest Rates? Over the next 12 months, investors expect the Bank of Canada (BoC) to raise interest rates by 180 basis points, in line with the Fed (Chart II-8). Over the longer term, the BoC believes that interest rates will average between 1.75% and 2.75%. In the US, the 2/10 yield curve has flattened significantly in response to the Fed’s hawkish shift, and neither the explosion in headline consumer price inflation nor the Fed’s about face have significantly raised the market’s longer-term expectations for interest rates (which are even below the Fed’s estimates). In Canada, investors expect essentially the same long-term interest rate outlook, as evidenced by 5-year / 5-year forward government bond yields (Chart II-9). Chart II-8Investors Expect A Similar Magnitude Of Tightening In Canada And The US Over The Next Year... Investors Expect A Similar Magnitude Of Tightening In Canada And The US Over The Next Year... Investors Expect A Similar Magnitude Of Tightening In Canada And The US Over The Next Year... Chart II-9...And A Similar Average Interest Rate Over The Longer Term ...And A Similar Average Interest Rate Over The Longer Term ...And A Similar Average Interest Rate Over The Longer Term As in the case in the US, the hawkish shift among major central banks has left investors asking how high the BoC can raise interest rates, and what implications that might have for Canadian assets – especially the CAD and long-maturity Canadian government bonds. In our view, the best way for investors to assess the impact of rising interest rates on the private sector – especially a highly indebted one – is to project the impact that an increase in interest rates will have on the debt service ratio (DSR). The burden of servicing debt, rather than the stock of debt relative to income, is the right way to measure the impact of shifting monetary policy because it considers the combined effect of changes in leverage, income, and interest rates. The primary drawback of debt service ratio analysis is that the question of sustainability must be answered empirically. In countries experiencing an ever-rising debt service ratio, it can be difficult for investors to judge where the breaking point will be. Cross-country comparisons may sometimes be helpful in this respect, but Chart II-10 highlights that BIS estimates for household debt service ratios vary widely even among advanced economies. However, in Canada, the 2017-2019 tightening cycle provides a useful framework. As we anticipated in a 2017 Special Report,2 the rise in Canadian interest rates during that period caused the household debt service ratio to exceed the level reached in 2007, which contributed to a collapse in Canadian house price appreciation to its lowest level since the global financial crisis (Chart II-11). The decline in house prices during this period was also caused by the introduction of new macroprudential measures (particularly the introduction of a minimum qualifying rate for mortgages, more commonly referred to as a mortgage “stress test” rule), but the impact of higher interest rates was likely significant. Chart II-11The Last Tightening Cycle In Canada Contributed Significantly To A Major Slowdown In Canadian House Prices The Last Tightening Cycle In Canada Contributed Significantly To A Major Slowdown In Canadian House Prices The Last Tightening Cycle In Canada Contributed Significantly To A Major Slowdown In Canadian House Prices Chart II-10Private Sector Debt Service Ratios Vary Significantly Across DM Countries Private Sector Debt Service Ratios Vary Significantly Across DM Countries Private Sector Debt Service Ratios Vary Significantly Across DM Countries   Chart II-11 highlights that the Canadian household debt service ratio collapsed during the pandemic, which seems to suggest that the Bank of Canada has ample room to raise interest rates. However, the decline in the DSR occurred not only because of falling interest rates, but also because of the significant excess savings amassed as a result of the pandemic. As in the US, excess savings in Canada were the result of reduced spending on services and the generation of significant excess income from government transfers (see Chart I-20 from Section 1 of this month’s report). These fiscal transfers will eventually disappear, implying that the Canadian household DSR is artificially low. Chart II-12 shows our estimate of the evolution of the overall Canadian household sector DSR based on the following assumptions: Mortgage rates rise in line with market expectations for the change in the policy rate Government transfers fall back to their pre-pandemic trend Disposable income growth ex-transfers grows in line with consensus expectations for nominal GDP growth The overall debt-to-disposable income ratio, using our estimate for total disposable income, remains flat. The chart highlights that the Canadian household sector DSR may exceed its pre-pandemic level next year, and that a 1.75% policy rate is the threshold at which the DSR will hit a new high. The implication of our projection is that the re-acceleration in household sector debt that has occurred during the pandemic, shown in Chart II-13, will again contribute to a significant slowdown in the Canadian housing market as the BoC begins to raise interest rates as in 2018/2019. It also implies that the prior peak in the Canadian policy rate probably reflects a high-end estimate of the neutral rate of interest in Canada. Chart II-12Market Expectations For The Canadian Policy Rate Imply A Record High Debt Burden Market Expectations For The Canadian Policy Rate Imply A Record High Debt Burden Market Expectations For The Canadian Policy Rate Imply A Record High Debt Burden Chart II-13Canadian Household Loan Growth Has Reaccelerated During The Pandemic Canadian Household Loan Growth Has Reaccelerated During The Pandemic Canadian Household Loan Growth Has Reaccelerated During The Pandemic   As we discuss below, this is likely to lead to significant implications for CAD-USD and an allocation to long-maturity Canadian government bonds, once investors begin to upwardly revise their expectations for the US neutral rate. Extreme Household Debt And Canadian Financial Stability The question of financial stability is often posed by investors when discussing Canada’s extreme household debt burden. Some investors view the US subprime financial crisis as the likely template for the Canadian economy, given the fact that the US credit bubble also focused on the housing market. Despite our pessimistic assessment of the capacity of the Canadian economy to tolerate higher interest rates (unlike the US today), we do not share the view that the Canadian financial system faces a potential insolvency risk, like the US banking system did in 2008. We see two potential arguments in favor of the instability view. The first is related to the sheer concentration of debt in Canada relative to other countries. Chart II-14 highlights that the median debt-to-income ratio of indebted Canadian households is currently the second highest in the world (after Norway) among the 29 countries that the OECD tracks. This concentration measure has worsened considerably since we published our 2017 Special Report. The combination of a very high average level of debt and extremely high leverage among those who are indebted suggests that Canadian banks may be exposed to significant credit losses in the event of a serious housing market crash. Chart II-14The Degree Of Concentration In Canadian Household Debt Is A Potential Financial Stability Risk March 2022 March 2022 Chart II-15A Decline In The CMHC's Footprint In The Mortgage Insurance Market Is Also Concerning A Decline In The CMHC's Footprint In The Mortgage Insurance Market Is Also Concerning A Decline In The CMHC's Footprint In The Mortgage Insurance Market Is Also Concerning The second argument relates to the declining share of mortgages insured by the Canada Mortgage and Housing Corporation (CMHC). The CMHC is a Crown corporation that provides mortgage-default insurance to Canadian banks. Banks must purchase such insurance when a borrower’s loan-to-value ratio exceeds 80%. The CMHC has seen increased competition from two private mortgage insurers, and Chart II-15 highlights that the number of mortgages with CHMC insurance has been steadily falling over time. In order for the CMHC to be able to reduce systemic risk during a crisis, it must be present enough in the mortgage market to be able to replace private insurers in the event of a shock that causes them to leave the market. In effect, the CMHC should be able to act as a ballast to prevent a sharp tightening in Canadian mortgage lending standards and credit provision, which could occur if banks find themselves unable to purchase mortgage insurance to cover borrowers with relatively small down payments. In this respect, the reduced footprint of the CMHC is concerning. However, these risks have to be weighed against two key structural changes that legitimately lower the systemic risk facing the Canadian banking system (or lower the impact of a major adverse housing event). The first of these changes is the introduction of the minimum qualifying rate for mortgages in Canada (the mortgage stress test), which we regard as one of the most important macroprudential policies that Canada has enacted to reduce the systemic risk of rising household debt. The stress test rules – which apply to all borrowers – force mortgage borrowers to pass the CMHC’s gross debt and total debt service ratio thresholds under the assumption of higher interest rates than borrowers will actually pay: either the contracted mortgage rate plus 2 percentage points, or 5.65% – whichever is higher. Given prevailing mortgage rates in Canada, this effectively means that new borrowers will not exceed the CMHC’s debt service thresholds until the Bank of Canada’s policy rate exceeds 2.5%. That is positive from a financial stability perspective, although it does not rule out the slowdown in household spending that we would expect if the aggregate household debt service ratio hits a new high next year in response to BoC tightening. The second important risk-reducing structural change is a significant improvement in Canadian bank capital levels. Chart II-16 highlights that Tier 1 capital has risen significantly relative to risk-weighted assets for Canadian depository institutions, and is now on par with US levels (in contrast to a typically lower level over the past decade). The IMF stress tested Canadian banks in 2019, when capital levels were lower than they are today. They found that most Canadian banks would run down conservation capital buffers in the adverse economic scenario that they modeled, subjecting them to dividend restrictions for a period of time following the adverse event. However, Canadian banks would not breach their minimum capital requirements in the scenario modeled by the IMF, which involved a 40% decline in house prices and a 2% cumulative decline in Canadian real GDP over a two year period – which is essentially what occurred in the US and Canada in 2008 and 2009 (Chart II-17). Chart II-16Canadian Bank Capital Appears Sufficient To Weather A Storm Canadian Bank Capital Appears Sufficient To Weather A Storm Canadian Bank Capital Appears Sufficient To Weather A Storm Chart II-17The IMF's Stress Tests Modeled A Repeat Of The 2008/2009 Crisis The IMF's Stress Tests Modeled A Repeat Of The 2008/2009 Crisis The IMF's Stress Tests Modeled A Repeat Of The 2008/2009 Crisis To conclude on the question of financial stability, it is clear that the magnitude and concentration of household debt implies that the impact of a serious housing market crash on the Canadian economy would be severe. But the fact that regulatory changes have occurred in recognition of this risk suggests that although a massive decline in Canadian house prices would cause a very severe recession, it would not likely precipitate a Lehman-style collapse of the Canadian financial system. Investment Conclusions Three conclusions emerge from our report. First, when considering the total experience of the past two decades, it is clear that the buildup of excessive household debt in Canada has occurred because of outsized demand for housing, not because of the impact of constrained housing supply on house prices. Outsized demand for housing has occurred because interest rates have been persistently below what traditional monetary policy rules such as the Taylor Rule would prescribe, pointing to the need for the Bank of Canada to tighten monetary policy in order to prevent even further leveraging. While US interest rates were also below what the Taylor Rule would have suggested for several years following the global financial crisis, the US household sector did not leverage itself significantly during that period because of the multi-year impact of the 2008/2009 financial crisis on US household balance sheets (Chart II-18). Canadian households did not suffer the same type of balance sheet impairment, and yet the Bank of Canada wrongly imported hyper-accommodative US monetary policy in an attempt to prevent a significant further increase in the exchange rate (which was still persistently strong for several years following the crisis). Through its actions, the Bank of Canada succeeded in staving off “Dutch Disease”, but at the cost of fueling a substantial housing and credit market bubble. Second, the fact that the Bank of Canada is likely to struggle to raise interest rates above 1.75% implies that a sizeable divergence may emerge between Canadian and US monetary policy over the coming few years if we are correct in our view that the US neutral rate is higher than the Fed currently expects. While such a divergence is not likely to occur over the coming year, Chart II-19 highlights that a 125 basis point policy rate spread – consistent with a nominal neutral rate of 1.75% in Canada and 3% in the US – last occurred in the mid-to-late 1990s, when CAD-USD ultimately declined to 0.65. Chart II-18The Bank Of Canada Staved Off "Dutch Disease", At The Cost Of Fueling A Major Housing And Credit Bubble The Bank Of Canada Staved Off "Dutch Disease", At The Cost Of Fueling A Major Housing And Credit Bubble The Bank Of Canada Staved Off "Dutch Disease", At The Cost Of Fueling A Major Housing And Credit Bubble Chart II-19Some Potentially Large Downside For CAD If US Neutral Rate Expectations Move Higher Some Potentially Large Downside For CAD If US Neutral Rate Expectations Move Higher Some Potentially Large Downside For CAD If US Neutral Rate Expectations Move Higher Over the coming year, we expect Canadian dollar strength rather than weakness: we are generally bearish toward the US dollar on the expectation of above-trend global growth, and our fundamental intermediate-term model suggests that CAD should strengthen. Thus, while it is too early to short the Canadian dollar, we would be inclined to turn bearish in response to rising long-term US interest rate expectations. We would draw similar conclusions for Canadian government bonds: investors should raise exposure to long-dated Canadian government bonds versus similar maturity US Treasurys as the Bank of Canada raises its policy rate toward our estimate of the neutral rate. Chart II-20Relative ROE Justifies A Valuation Premium For Canadian Banks Relative ROE Justifies A Valuation Premium For Canadian Banks Relative ROE Justifies A Valuation Premium For Canadian Banks Finally, the improvements that have been made over the past several years to dampen the impact of a housing market crash on the Canadian financial system suggests that exposure to Canadian banks should not be reduced until hard evidence of a significant slowdown in the housing market emerges. Chart II-20 highlights that the valuation premium of Canadian banks appears to be supported by a sizeable ROE advantage relative to global banks. Panel 2 highlights how composite relative valuation indicator for Canadian banks suggests that they have been persistently expensive for some time, but not extremely so. Canadian banks would certainly underperform their global peers should the adverse scenario modeled by the IMF’s 2019 stress test of the banking system to occur, especially if it implied that Canadian banks would be forced to restrict dividends for a time to bolster capital adequacy. However, we would advise investors against shorting relatively high-yielding Canadian banks as Canadian interest rates rise, until they see clear signs of Canada-specific slowdown in housing demand in response to higher rates. Jonathan LaBerge, CFA Vice President The Bank Credit Analyst Gabriel Di Lullo Research Associate   Footnotes 1 For an explanation of why we add US nonfinancial noncorporate debt to the numerator of the US household sector debt to disposable income ratio when comparing Canada to the US, please see: “Reconciling Canadian-U.S. measures of household disposable income and household debt: Update”. 2 Please see Global Investment Strategy "Canada: A (Probably) Happy Moment In An Otherwise Sad Story," dated July 14, 2017, available at gis.bcaresearch.com