Equities

BCA Research is proud to announce a new feature to help clients get the most out of our research: an Executive Summary cover page on each of the BCA Research Reports. We created these summaries to help you quickly capture the main points of each report through an at-a-glance read of key insights, chart of the day, investment recommendations and a bottom line. For a deeper analysis, you may refer to the full BCA Research Report. Executive Summary The US midterm elections will bring another round of intense polarization and policy uncertainty this year, though the overall stock market today appears well prepared for the most likely result: a GOP victory in House and Senate. Yet our quantitative Senate election model is “too close to call.” It expects Democrats to retain 50 seats in the Senate and hence the thinnest possible majority. We doubt it, subjectively, but the important point is that the Senate will be stymied either way. Indeed, the only way investors could truly be surprised would be if Democrats made a comeback and retained control of both chambers, but this outcome is very unlikely.  Voters make up their minds early in the year during midterm elections, so Democrats may not benefit from any softening of inflation later this year. Still, gridlock ensures that domestic policy uncertainty will rise as well as foreign policy uncertainty. The  dollar will be resilient, favoring a tactically defensive positioning. Quant Model For US Senate Election Bottom Line: While we expect Republicans to win both the House and the Senate in 2022, our quant model says the Senate is too close to call. Value has bottomed on a structural time frame but the coming months will be challenging and we recommend growth stocks tactically. Feature This report updates our quantitative models for the 2022 Senate and 2024 presidential elections (Chart of the Week). As always, we use the quantitative modeling as a complement to our qualitative analysis. Formal modeling helps to question our assumptions and views. It is not a substitute for empirical analysis and good judgment, whether in economics or politics. Our qualitative analysis utilizes the geopolitical method, a method based on realist political theory, in which we analyze the concrete checks and balances (constraints) that prevent policymakers from achieving their objectives. We then assign scenario probabilities and compare with BCA Research macro and market views to identify investment risks and opportunities. Advantage Republicans In Midterm Elections Our base case for the midterm election is a Republican victory in both the House of Representatives and the Senate. This outlook is consensus in online betting odds (Chart 1). However, the consensus may be underestimating the Democrats in the Senate election. The Senate is still in play and that is where investors should focus this year. However, the only true risk to expectations would be Democrats keeping the House and Senate. Every other scenario involves different shades of gridlock. Democrats can only hold onto both chambers if a shock event occurs that massively upsets expectations. Such a shock would have to be devastating for the Republicans, as it would go against long-established political cycles and current trends. The implication would be a rare chance to pass major legislation on partisan lines: corporate tax hikes and social programs cut out of the current “Build Back Better” planning. Online betters currently give this Democratic scenario a 10% probability: it is essentially a “black swan” and would be inflationary on the margin. Chart 1Midterm Election Odds Favor Republicans Other scenarios are more or less disinflationary as Republicans in the opposition will attempt to rein in government spending: If Republicans win both chambers, then they will have an impetus to pass legislation and it is more likely that they will do so, as President Biden could find common ground (a la Bill Clinton after 1994). But if Republicans win only the House, then they will only be capable of obstruction and brinksmanship, a la the “Tea Party” Republicans of 2010-16. This scenario would be disinflationary and would heighten political risks such as the risk of a national debt default over a refusal to raise the debt ceiling in 2023. Bottom Line: The only midterm election outcome that could surprise US markets in a major way in 2022 would be a Democratic victory in both houses of Congress. But the consensus is right to put the odds of that at 10%. Otherwise the midterm scenarios are just different shades of gridlock, albeit with higher policy uncertainty under a split Congress. Republicans Highly Likely To Take The House We have not yet unveiled our House Election model but here we can make some preliminary predictions. The opposition party has gained seats in the House in 90% of the midterm elections since 1862 (incumbent party gained seats four out of 40 times). Exceptions are rare (e.g. 1902, 1934, 1998, and 2002) and not applicable to the 2022 context so far.1 About 47 seats in the House are thought to be competitive this year, compared to around 75 in 2018, 81 in 2010, and 38 in 2002. Of the 47 competitive seats, 30 are especially competitive, with 18 Democratic and 12 Republican. Four Democratic seats are wide open to competition, i.e. lacking an incumbent, the same as four Republican seats. However, more Democrats (29) are stepping down than Republicans (13), a sign that Democratic incumbents recognize cyclical patterns turning against them.2 President Biden has a net negative approval rating (53% disapprove while 42% approve), similar to President Trump in 2018, when Republicans lost 42 seats in the House. Presidential approval has a significant correlation with House losses for the president’s party since the end of World War II. This is especially true when taking the average of presidential approval and his party’s support in the generic congressional ballot. By this measure Democrats are lined up to lose 40 House seats, whereas they only need to lose a net of five to lose control. The nation’s woes are unlikely to improve significantly in time for the election: Inflation is surging and real wages are collapsing (Chart 2). Even if economists observe inflation rolling over before the election, voter inflation expectations will lag, and will be brought into the ballot box. Americans are the unhappiest they have been since the 1970s, as a consequence of the pandemic, the economy, toxic society and politics, and other factors (Chart 3). Chart 2Consumers Facing Rising Prices Amid Declining Incomes Chart 3Unhappiness Reaches New High A rebound in consumer confidence is not enough to save Biden’s party from losses at the ballot box, as President Obama learned in 2010 and 2014 (Chart 4). Similarly a big drop in confidence can hurt the president in the midterms even if confidence recovers in time for the vote, as happened to Republicans in 2018. Biden has another foreign policy crisis on his hands (Russia), after losing trust on his handling of Afghanistan, and may have more crises to deal with by November (Iran, Latin America). If a crisis hits the oil price, as with Russia or Iran, then prices at the pump will go higher, as we discussed in “Biden’s External Risks.” As for the immigration surge, while it will not concern the business community during a time of labor shortage and inflation, it will concern voters, especially in border states like Arizona (Chart 5). The current surge is historic and may come back to haunt the Democrats. Chart 4Lackluster Consumer Confidence Won't Help Democrats Chart 5Immigration Crisis Looms On Southern Border Republicans will benefit slightly from the post-2020 congressional redistricting. Democrats will probably not make substantial gains as a result of Republican infighting in the primaries, though it could make a big difference in the Senate. We will revisit the latter two issues in future reports (redistricting and Republican primaries) but they only matter if Democrats make a significant comeback in opinion. Otherwise the general swing of public opinion will swamp these marginal effects in the House elections. Worst of all for Democrats, evidence shows that voters tend to make up their minds early in the year. That is when the correlation is strongest between the generic congressional opinion poll and the vote share of elections, though for Democrats in particular late-year polling is equally significant (Chart 6). Chart 6AMidterm Voters Mostly Decided At The Start Of The Year Chart 6BMidterm Voters Mostly Decided At The Start Of The Year What could lift the Democrats’ odds? The following factors: The relevance of the Covid-19 pandemic will wane. The economy, while slowing, will continue expanding and unemployment will be very low (Chart 7). Democrats are still somewhat likely to pass a reconciliation bill with the most popular parts of their “Build Back Better” agenda. Democrats will use social “wedge issues” to mobilize their political base. A racialized battle over the Supreme Court nomination and any conservative Supreme Court ruling on abortion may mobilize African Americans and women. It is possible, not likely, that a foreign policy crisis could generate a lasting patriotic backlash against foreign insults, as we discussed last week. This dynamic is relevant given our Geopolitical Strategy’s 75% odds of new Russian military action in Ukraine. A lot can change in nine months during rapidly changing and highly polarized contests in which every marginal vote matters. Bottom Line: While Republicans are highly likely to retake control of the House, the Senate is still in competition. Chart 7Economy Will Slow, Unemployment To Remain Low The Senate Leans GOP But Still In Play The Senate is more competitive than the House in this year’s election, as 20 Republican seats are up for grabs versus only 14 Democratic seats. About nine of these seats are truly competitive, compared to 13 in 2018, 11 in 2010, and 15 in 2002.3 Only one Democrat is stepping down, in the very blue state of Vermont, whereas five Republicans are stepping down, three of which from competitive states. Hence Democrats have a better chance of picking up Republican seats in North Carolina and Pennsylvania than otherwise. However, even here, Democrats only have a one-seat margin of safety. A net loss of a single seat will yield control of the chamber. Our quantitative model relies on the following six variables: State-level economic health Incumbent party margin of victory in state’s previous Senate race (i.e. 2020) The incumbent president’s net average approval rating Average net support rate of incumbent party in generic congressional ballot A dummy variable for the generic ballot, for statistical purposes A “time for change” penalty for any party that has controlled the Senate for six or more years The model’s results are shown in Chart 8. Currently the model says the status quo will hold, with a 50/50 split in the Senate. Democrats lose Georgia but gain Pennsylvania and hence the balance of power stays the same, as Vice President Kamala Harris casts any tie-breaking vote. Chart 8Senate Quant Election Model Points To Even Split Specifically the model says: Arizona is a toss-up but leans Democratic, with 55% odds. Pennsylvania is a toss-up but switches to the Democrats with 54% odds. North Carolina is a toss-up but leans Republican with 47% odds. Georgia switches to the Republican side and is no longer viewed as a toss-up at 43% odds. Looking at the change in these election probabilities since November 2020, North Carolina has seen the biggest drop for the Democrats, followed by Arizona (Chart 9). Democratic odds are worsening in four states, while Republican odds are worsening in three states. Since North Carolina and Pennsylvania are losing their Republican incumbents, this change in odds is a problem for the GOP. By contrast, Democrats are running incumbents in the four states where they are vulnerable. The problem for Democrats, again, is that voters make up their minds early. The closest correlation between the generic party polling and the incumbent party’s performance in the Senate in a midterm election occurs in February at 94% (Chart 10). Chart 9Senate Model: Change In Predicted Probability Senate elections, like all American elections, are increasingly nationalized.4 This is evident in the 75% correlation we find between the generic polls and the performance of the incumbent party in the Senate (Chart 10 again). So, for example, while one might view Senator Mark Kelly of Arizona as likely to win given the incumbent advantage and the fact that he is a former astronaut and US Navy captain, and he may indeed win, nevertheless a national wave of anti-incumbent feeling could overwhelm his re-election bid. Still, state effects could matter. To examine these from a macro perspective we look at each state’s Misery Index (inflation plus unemployment) compared to the national average in Chart 11. Here are the notable takeaways: Chart 10Midterm Voters Mostly Decided At The Start Of The Year Chart 11AState Level Miseries Point To Risks For Democrats In GA And AZ… Chart 11B… And To Republicans In PA And WI Misery in Arizona, Georgia, and Pennsylvania is higher than average and rising – negative news for Democrat Kelly, Democrat Raphael Warnock, and the yet-to-be-decided Republican candidate in Pennsylvania. Misery in Florida is also slightly above the national average and rising, though Senator Marco Rubio is likely secure. Wisconsin misery is lower than national average and rising (possibly hurting Republican incumbent Senator Ron Johnson). North Carolina misery is lower than national average and falling (helping the yet-to-be-decided Republican candidate). In other words, Misery Indexes support our model’s findings, yet suggest that Democrats face a headwind in Arizona – where our model is also flagging an important risk for Democrats. In sum, our model’s direction of change suggests Democrats will lose another seat and thus the Senate. Going forward, the key moving parts are the economy and the president’s and his party’s approval ratings. There is a chance that these variables will bottom early in the year and improve later, which underscores that the Senate will remain competitive. What investors can be certain about is that Democrats are extremely unlikely to make significant seat gains in the Senate. So even if they retain control, it will be with the thinnest of possible majorities, and hence the Senate will only be capable of passing bipartisan Republican-authored House bills – or vetoing Republican House bills to save the president from having to veto them. It is also certain that Republicans will fall far short of the 67 votes they would need to remove Biden from office, if House Republicans find or invent a reason to impeach him. Bottom Line: The Senate outcome is too close to call but subjectively we doubt Democrats will pull it off given the negative macro trends cited above. Our Senate election model gives 51% odds that Democrats will retain a de facto majority with 50 seats. 2024 Presidential Vote: Odds Favor Democrats For Now The US presidential election is 34 months away. Investors need to be prepared for any outcome, including another contested election. But it is important to have a base case – especially because a Republican (or Democratic) victory in both House and Senate in 2022 would open up the prospect of single-party control in 2025, which has much bigger policy implications than various shades of gridlock. As a rule of thumb, investors should think of presidential elections as a referendum on the incumbent party, not the president’s person, for the prior four years of material performance. Thus Democrats are currently favored to keep the White House. Voters will feel better than they did in 2020, which suffered a triple crisis of pandemic, recession, and unrest. Significant changes must occur to alter this trajectory – such as a recession, Biden’s stepping down, or a humiliating foreign policy defeat.5 Our quantitative model supports this view: it currently gives a 55.2% chance of Democratic victory in the Electoral College (Chart 12). Chart 12US Election 2024: Quant Model Tips Dems Our model relies on the following four variables: State economic health Incumbent party margin of victory in the previous election A penalty for parties that have held the White House for two terms (not applicable in 2024) The president’s approval rating (level) Interestingly our model produces 308 electoral votes for Biden, compared to his actual 306 in 2020, except that some states trade places: Democrats win Florida while Republicans take back Arizona and Georgia. Specifically the model says: North Carolina is a toss-up state but leans Republican. Wisconsin is a toss-up state but just slightly leans Democratic. Florida and Pennsylvania have moved above toss-up range into the Democratic camp. Arizona and Georgia have slipped beneath the toss-up range into the Republican camp. Looking at the change in each state’s odds of voting for the incumbent, Democrats’ chances are falling in eight states while Republicans chances are falling in three states (Chart 13). Wisconsin and Arizona are seeing the most substantial drops, followed by Pennsylvania. Thus the current direction of change is negative for Democrats as one would expect. Biden’s thin margin of victory in 2020 and weak approval ratings make him vulnerable, so the economic performance will largely determine the model’s results going forward. If Biden avoids a recession, that may be enough to retain the White House according to the model. Florida is an interesting case. The model gives a 59% chance it will go to the Democrats. We are suspicious of this outcome but it suggests investors should not take a Republican victory there for granted. Consider: Chart 13Presidential Model: Change In Predicted Probability While we gave President Trump 45% odds of winning in 2020, we predicted he would win Florida due to the state’s partisan leaning.6 That leaning has probably not changed much, although Governor Ron DeSantis’s latest approval rating is only at 45%. However, the six-month change in Florida’s coincident economic indicator has fallen 0.6% since November 2020 and the Misery Index is rising above the national average, as noted above. If Biden loses Florida but the rest of our model is correct, Democrats will retain the White House with 279 electoral college votes. That would leave Wisconsin as the decisive battleground. Yet Wisconsin is very tenuously in their camp today, so any change in the model that gives Florida back to the Republicans would likely give them Wisconsin as well … The result of Biden losing Arizona, Georgia, and Wisconsin (among other combinations) would be a 269-269 tie in the electoral college, in which each state’s delegation to the House of Representatives would have a single vote. A Republican win in the House in 2022 would thus result in a Republican White House in another explosive contested election. But let’s not get ahead of ourselves, 2024 is more than two years away. Bottom Line: Our presidential model gives a 55% chance that Democrats will retain the White House in 2024. Subjectively we agree. A Democratic defeat in 2022 will not rule out a Democratic victory in 2024, especially if Biden is alive and kicking, given the incumbent advantage. But economic factors will largely determine how the model evolves over the next 34 months. Our model also suggests the Electoral College math will be close and that another contested election is possible. Investment Takeaways Based on the current stock market correction, financial markets have priced a fair amount of policy uncertainty already. And this report suggests the midterms merely offer different shades of gridlock. However, Biden’s external risks – namely conflict with Russia – could cause further risk-off moves. And uncertainty will increase as midterms get closer. US policy uncertainty is falling relative to the rest of the world (Chart 14). This is positive for King Dollar, at least over a tactical time frame. The Fed’s interest rate liftoff is also positive for the dollar. Chart 14Lower US Uncertainty In The Near Future Supports The DXY Hence on a short-term basis, the stock-to-bond ratio can fall further and cyclicals can fall further relative to defensives. Tactically we recommend going long growth versus value stocks (Chart 15). Value has surged in the New Year and the dollar and rate hikes will counteract that, as well as any global energy shock that kills demand. Chart 15Tactically Go Long Growth Versus Value However, this is a tactical call. Otherwise, we remain in line with the BCA House View, which favors stocks over bonds and a weaker dollar over the next 12 months.   Matt Gertken Senior Vice President Chief US Political Strategist mattg@bcaresearch.com Guy Russell Research Analyst guyr@bcaresearch.com   Footnotes 1     Brookings Institution, “Losses by the President’s Party in Midterm Elections, 1862-2014,” Vital Statistics on Congress, February 8, 2021, www.brookings.edu. 2     For the number of competitive seats, see Cook Political Report, cookpolitical.com, and Fair Vote, fairvote.org.  3    See footnotes 1 and 2 above. In addition see the Green Papers, “General Election 2002 – Contests to Watch,” October 25, 2002, thegreenpapers.com, and Ken Rudin, “2010 Senate Ratings: 11 Seats Seen As Tossups; GOP With At Least 3 Pickups,” NPR, July 9, 2010, npr.org. 4    See Joel Sievert and Seth C. McKee, “Nationalization in U.S. Senate and Gubernatorial Elections,” American Politics Research 47:5 (2019), pp. 1036-1054. 5    Our qualitative presidential election framework relies heavily on the work of Professor Allan Lichtman, American University. See our updated Lichtman-style checklist in BCA US Political Strategy, “Biden Is Underwater But His Legislation Will Float,” September 8, 2021, bcaresearch.com. 6    See BCA Research Geopolitical Strategy, “Upgrading Trump’s Odds of Re-Election,” October 26, 2020, bcaresearch.com. See also my interview on Bloomberg’s The Tape Podcast, “Full Blue Sweep Will Push Biden To Left,” July 13, 2020, Bloomberg.com.   Strategic View Open Tactical Positions (0-6 Months) Open Cyclical Recommendations (6-18 Months) Table A2Political Risk Matrix Table A3US Political Capital Index Chart A1Presidential Election Model Chart A2Senate Election Model Table A4APolitical Capital: White House And Congress Table A4BPolitical Capital: Household And Business Sentiment Table A4CPolitical Capital: The Economy And Markets

With 184 S&P 500 companies having reported Q4-2021 earnings, it’s time to take a tab of the interim results. So far, the blended earnings growth rate is 26%, while the actual reported growth rate is 33%. The blended sales growth rate is 13%, while the actual reported rate is 19%. Blended earnings and sales, excluding energy, currently stand at 17% and 9% respectively. Analysts expect Q4-2021 earnings to be 2.4% below the Q3-2021 level. The majority of the companies reporting have easily exceeded analysts’ forecasts: 79% of companies delivered a positive earnings surprise (the long-term average is 66% and the prior four-quarter average is 84%), with Comm Services, Industrials, and Technology leading the pack. In terms of the magnitude of the EPS beats, the overall number currently stands at 4% with Tech in the avant-garde. While this number is strong by historical standards, it appears low compared to recent history: From Q3-2020, earnings surprises were in double digits, ranging from 10% to 22%. The big theme for the current earnings season remains inflation and rising costs. Last week, despite delivering a 19% earnings surprise, CAT shares gapped lower as the company warned about a hit to its margins even as sales climbed. The other S&P 500 members have also guided lower with 59 negative and 34 positive pre-announcements, resulting in an N/P ratio of 59/34=1.7 (Q3-2021 N/P ratio was 0.8).  Negative guidance is a key reason for the ubiquitous negative returns following the earnings reports.  Clearly, the growth slowdown and margin compression, which we flagged back in October, are only now being priced in by the market. In terms of Q1-2022 earnings expectations, growth is expected to slow to 7%. On a sector level, earnings of Consumer Discretionary, Financials, and Communication Services sectors are expected to contract. Bottom Line: This earnings season results are consistent with our theme of earnings growth and profitability coming off the high levels and normalizing. The market is currently pricing in this new normal under a new “tighter” monetary regime.

BCA Research is proud to announce a new feature to help clients get the most out of our research: an Executive Summary cover page on each of the BCA Research Reports. We created these summaries to help you quickly capture the main points of each report through an at-a-glance read of key insights, chart of the day, investment recommendations and a bottom line. For a deeper analysis, you may refer to the full BCA Research Report. Dear Clients, On behalf of the China Investment Strategy team, I would like to wish you a very happy, healthy, and prosperous Chinese New Year of the Tiger! Gong Xi Fa Chai, Best regards, Jing Sima China Strategist Executive Summary Chinese Investable Value Stocks Earnings Growth Will Likely Stabilize By Mid-2022 Chinese investable stocks passively outperformed their global counterparts in the first month of the year. However, we do not think January’s outperformance in the aggregate MSCI China Index will be sustained beyond the next six months. On a cyclical basis, when global stocks recover, growth stocks will likely underperform value stocks. The tech-heavy MSCI China Index is therefore less attractive to investors than other EM and developed market (DM) equities that are more value centric. Chinese investable ex-tech stocks are cheaply valued versus their global peers. Even if the earnings recovery in 2H22 are modest, Chinese investable value stocks are still attractive on a risk-reward basis. For investors that look to increase exposure to China on a cyclical basis, we recommend long Chinese investable value stocks while minimizing exposure to the tech sector. CYCLICAL RECOMMENDATIONS (6 - 18 MONTHS) INITIATION DATE RETURN SINCE INCEPTION (%) COMMENT EQUITIES Long MSCI China Value Index /Short MSCI China Growth Index 02-02-22     Bottom Line: We expect the tech sector’s passive outperformance in January to be short lived. Value stocks in Chinese investable equities, on the other hand, offer a better risk-reward profile relative to their TMT peers and for investors with a 6- to 12-month investment horizon. Feature Chart 1Chinese Investable Stocks Passively Outperformed In January This Year Chinese investable stocks dropped by 5% in January from December last year, giving up a 3% gain in the first three weeks (Chart 1). Still, the MSCI China Index outperformed global stocks by 2%. Some media reports stated that global investors have been drawn to Chinese offshore equities for their relatively cheap valuations and China’s easier monetary policy compared with other major economies . In our January 19 report we recommended investors tactically (0 to 6 months) upgrade the MSCI China Index to overweight within a global equity portfolio, based on the notion that the MSCI China Index would passively outperform since it would fall less than global equities. We maintain this view but do not expect the outperformance in aggregate Chinese investable stocks to endure on a cyclical basis. Our judgment is that while both China’s investable TMT (technology, media, and telecommunications) and ex-TMT stocks have been deeply discounted versus global stocks, beyond the next six months the investable TMT stocks will likely be a drag on the aggregate MSCI China Index. Thus, for investors looking for trades to increase their cyclical exposure to Chinese stocks, we recommend minimize their exposure to the tech sector. Meanwhile, we continue to favor onshore stocks versus their offshore counterparts, despite cheaper relative valuations in offshore stocks. We will discuss our view of the onshore market in next week’s report. A Valuation Catch-Up A valuation catch-up, as opposed to an improvement in China’s economic fundamentals, appears to be driving the passive outperformance in Chinese investable stocks. Our assessment is based on the following observations: Chart 2Chinese Stocks Normally Fall In Risk-Off Environment The beta of Chinese investable stocks has been steadily increasing over the past few years, versus both EM and global stocks. The high beta and pro-risk nature of Chinese investable stocks suggest their prices should fall in a risk-off market. Generally investors would not favor Chinese stocks during global market selloffs. Chart 2 shows that both EM and global stock benchmarks have fallen below their 200-day moving averages. Therefore, investors have been buying Chinese stocks against a risk-off market backdrop because Chinese stocks offer better risk-reward profile either due to their favorable valuations or higher earnings growth. It is simplistic to assume that investors favor Chinese investable stocks because of the country’s easier monetary policy versus the rest of the world. Chinese A-share stocks, which valuations are neutral, have been selling off more than the offshore stocks (Chart 3). Chinese onshore tech company stocks also suffered large losses in January, similar to their US peers (Chart 3, middle and bottom panels). Therefore, the divergence in the relative performance between the Chinese onshore and offshore markets suggests that discounted valuations in offshore Chinese stocks rather than economic fundamentals have driven the relative gains in the investable bourse. The mirror image in regional equity performance this year compared with last year also suggests that factors other than monetary policy explain equity dynamics (Chart 4). While the tech-heavy US bourse was the worst performer among major indices, markets that generated the greatest returns in 2021 have suffered the biggest losses so far in 2022. This phenomenon suggests that investors may be locking in last year’s gains, which is accentuating the underperformance of 2021’s winners and the outperformance of last year’s losers. Chart 42022 Is A Mirror Image Of 2021 Chart 3Chinese Onshore Stocks Followed The Global Market Downtrend   Bottom Line: Chinese investable stocks ended January with a much smaller loss than their global peers. The relative outperformance in the MSCI China Index has been mainly driven by its cheaper valuations relative to its global peers. Complacency Risk And Chinese Investable Stocks We see the recent global stock market selloff as a sharp reduction in complacency in the market, particularly in the high-flying tech sector (Chart 5). The correction in global tech stock prices will likely continue for a few months while the market digests a sudden rise in bond yields. As such, the prices in Chinese offshore tech companies will also fall in absolute terms but can still passively outperform their global counterparts, given their deeply discounted relative valuations. Nonetheless, several factors make us cautious about the exposure of China's outsized tech sector beyond the next six months. Hence, our overweight stance on Chinese investable stocks (in relative terms) is limited to the short term (i.e. in the next 0 to 6 months). The growth rates of the 12-month trailing and forward earnings for global tech stocks are both above the 85th percentiles (Chart 6). This indicates that a substantial amount of profit growth has already been priced into global tech stocks, raising the risk of earnings disappointment in the next 6 to 12 months. By contrast, China's TMT-stock 12-month trailing and forward earnings have fallen to below the 25th percentiles (Chart 6, bottom panel). This suggests that the global exuberance in tech earnings is less priced in among Chinese TMT stocks. Chart 5A Sharp Complacency Reduction In The Tech Sector Chart 6Global Tech Earnings Growth Remains Significantly Stretched However, as noted in our previous reports, Chinese growth/tech companies’ price discount relative to their earnings reflects structural risks that investors are pricing in. These structural headwinds may not intensify in the near term but are not going away either. The regulatory backdrop has not improved enough to justify a sustained faster multiple expansion in China’s internet giants. Beijing continues to rein in its internet behemoths and tighten regulations related to data. It is not yet clear what impact some of the new regulations announced last year will have on the tech sector’s business models. At the very least, antitrust regulations will chip away at the competitive advantage of these tech titans. Furthermore, China's investable TMT sector appears to be a domestic consumer play and thus, likely to weaken in the coming 6 to 12 months given the poor outlook for consumption (Chart 7). Even though China has stepped up its policy support for the aggregate economy, its stringent measures to counter the domestic COVID situation will significantly weigh on its service sector and consumption. The downbeat prospect on China's housing market will also curb consumption growth based on the expectations for employment and income dynamics (Chart 8). Chart 7Outlook For Chinese Internet Sales Remains Downbeat Chart 8Housing Market Slump A Significant Drag On Household Consumption Chart 9Rising Rates Are A Tailwind For Value Stocks Lastly, we expect the pace of increases in bond yields to slow and global equities to trend higher beyond the next couple months. In this case, we are not convinced that Chinese investable stocks will continue to outperform their global peers. The reason for our skepticism is that in a climate of rising interest rates, growth stocks tend to underperform value ones (Chart 9). Given that China's TMT sector’s weight (43%) is considerably higher than the global benchmark (30%), Chinese investable stocks will underperform once valuations in China’s TMT stocks catch up to be in line with those of the global tech sector. Bottom Line: From a valuation perspective, Chinese investable stocks currently look reasonable. In the next a few months when global tech stocks continue to sell off, Chinese offshore tech companies and stocks in general will likely passively outperform their global peers. However, from a risk-reward standpoint and beyond the next six months, the MSCI China Index is at a disadvantage due to a high concentration of stocks in the tech sector. Investment Conclusions On a cyclical basis, Chinese investable stocks will not be immune from global market selloffs due to the offshore market’s high volatility and positive correlation with global stocks. In addition, the MSCI China Index will likely underperform global equities in an up market because of a higher-than-average stake in tech stocks. As such, in a global portfolio we continue to favor onshore stocks over the investable bourse, despite cheaper relative valuations in offshore market equities. Next week’s report will discuss our views on the onshore market. Meanwhile, given the risks facing stocks in China’s tech sector, we propose a new trade recommendation for investors with a cyclical time horizon: long MSCI China Value Index /Short MSCI China Growth Index. The trade will increase cyclical exposure to Chinese offshore stocks, while minimizing stake in the offshore tech sector. The MSCI's China growth index is almost entirely made up of TMT equities, meaning that a relative value play will effectively mimic an ex-TMT position. Extremely cheap valuations in Chinese ex-TMT equities versus global stocks indicate that investors have already priced in a degree of weakness in China's economy (Chart 10). We remain alert to the possibility of a more pronounced near-term slowdown in the business cycle, but we expect China’s economy to regain its footing and stabilize by mid-2022. Our model shows that earnings will decelerate sharply in 1H22 (Chart 11). However, even if the upcoming stimulus and earnings recovery in 2H22 are modest, Chinese value stocks are still attractive on a risk-reward basis given the sizeable valuation discount levied on China relative to global stocks. Chart 10Chinese Investable Value Stocks Are Trading At A Huge Discount Versus Global Chart 11Chinese Investable Value Stocks Earnings Growth Will Likely Stabilize By Mid-2022   Jing Sima China Strategist jings@bcaresearch.com Strategic Themes Cyclical Recommendations Tactical Recommendations

BCA Research is proud to announce a new feature to help clients get the most out of our research: an Executive Summary cover page on each of the BCA Research Reports. We created these summaries to help you quickly capture the main points of each report through an at-a-glance read of key insights, chart of the day, investment recommendations and a bottom line. For a deeper analysis, you may refer to the full BCA Research Report. Executive Summary The tensions between Russia and the West over Ukraine are boiling over, as the risk of a conflict escalates. Following Washington’s written response to Moscow’s demands, BCA’s Geopolitical Strategy team now assigns a 75% probability to a Russian invasion of its neighbor. Matt Gertken, the team’s Chief Strategist, sees only a 10% chance that Russia will aim to conquer the whole of Ukraine. European markets are vulnerable to a Russian retaliation, and so we recommend hedging exposure to Europe and cyclical assets until the situation clears up. The euro remains at risk as long as tensions fester. Who Is Most Vulnerable To A Russian Energy Embargo? Bottom Line: Buy hedges such as short EUR/JPY and short EUR/CHF to protect portfolios against the risk of a conflict in Ukraine. The euro has more downside from here. Feature Handicapping The Risk Of War On Wednesday, after weeks of tense discussions, the US sent back its formal written response to Russia’s demands. Upon analysis of the situation, our geopolitical team concluded that the Biden administration offered no significant concessions. The US will not stop providing weapons to Ukraine, which, from Russia’s perspective, implies that its largest occidental neighbor could become “Russia’s Taiwan, i.e. a foreign-backed military enemy on its door step.”  Matt Gertken, BCA’s Geopolitical Strategy team’s Chief Strategist, believes that the probability of a diplomatic solution has fallen to 25%, despite the joint statement made by Russia, Ukraine, France, and Germany on January 26, which reaffirms the ceasefire in the Donbass region of Ukraine. Any minor violation of the ceasefire’s terms by Ukraine will create an excuse for a Russian invasion. The nature of the eventual conflict will be crucial to the economic and market outlook for Europe. Matt argues that Europeans are hamstrung by their large dependence on Russian energy. Even switching to US LNG in case of a crisis this winter will not fill the full gap and cause major economic distress in Europe. As a result, European governments will try to avoid a war in order to limit sanctions so that Russia does not cut energy supply further. However, Europeans are also allied with the US, which will push for sanctions and which is not as afraid of the consequences of a conflict. Faced with this dichotomy, Matt argues that the most likely outcome is that Russia will ultimately concentrate on the Eastern Ukraine. He observes that “Russia, if waging war, will prefer to receive revenues from Europe, as long as Europe is still buying. Thus, Russia will keep its military aims limited so that Germany and other countries have a basis for watering down sanctions to keep the energy flowing and avoid a recession.” In terms of the breakdown of probabilities, he sees a 65% probability of a short conflict whereby the battle is to control Eastern Ukraine, a 10% probability of a Russian effort to conquer the entire country, and a 25% probability of a diplomatic solution. According to Matt, it is too soon to buy the dip. Even if the situation on the ground matches our base case scenario of a limited conflict, Russia will employ a shock-and-awe strategy, creating the first major conflict on European soil since World War II. This will surprise investors and cause a knee-jerk spike in European energy prices. It will produce downside in the euro and in the relative performance of European equities, especially as it could take a few weeks before it becomes clear whether Russian troops will permanently cross the Dnieper. Bottom Line: European markets should brace for some volatility caused by Ukrainian events in the coming weeks. BCA’s geopolitical strategy team assigns only a 25% probability to a diplomatic resolution to the current tensions, a 65% probability to a limited Russian incursion in Ukraine, and a 10% chance of a war for the entire Ukrainian nation. Economic Risks Chart 1A Large Energy Shock For A Recession The economic implications of our base case scenario – a limited conflict – are restricted. As we showed three months ago, energy consumption only represents roughly 2% of European GDP. It would require a durable shock associated with a drawn-out conflict – the 10% probability scenario – to push up this ratio to the levels reached before the GFC, when energy prices were squeezing Europe (Chart 1). Nonetheless, markets will price in this probability as the conflict starts. Thus, understanding which economy is more vulnerable will help assess the risks to the market. The first metric to gauge vulnerability is the role of fossil fuels in the energy mix of European countries. In the event that a conflict causes an increase in energy prices, countries that rely more heavily on fossil fuel will experience a greater shock. On this front, pre-pandemic data from Eurostat shows that the Netherlands, Ireland, Poland, Greece, and Germany are the most exposed nations (Chart 2). By contrast, Sweden, Finland, France, and Denmark are the least exposed as a result of the role of nuclear or wind power generation in these countries. Chart 2Who depends Most On Fossil Fuel? Another metric is the share of a nation’s energy needs fulfilled by imports (Chart 3). On this score, Belgium, Italy, Spain, Greece, and Portugal are the most vulnerable nations, whereas Sweden, the UK, Denmark, and Czechia are the least at risk. Chart 3Who Depends Most On Imported Energy? We can also concentrate on the impact of the risk of a Russian embargo on energy shipments to Western Europe. Chart 4 shows that, when it comes to crude oil, Finland, Poland, Hungary, and, to a lesser extent, Czechia are most vulnerable, whereas Austria, Spain, and Ireland are the least at risk. With respect to natural gas, which is crucial to electricity generation, Czechia, Finland, and Hungary are the three most vulnerable countries, whereas Sweden, Austria, Ireland, and Denmark are not (Chart 5). Chart 4Who Depends Most On Russian Oil? Chart 5Who Depends Most On Russian Natural Gas? We may also combine all these measures and approximate the share of the total energy needs of European countries fulfilled by Russia. Our Vulnerability Index shows that the most exposed nation is by far Hungary, followed by Poland, Germany, Czechia, and Italy (Chart 6). This ranking helps explain why the German government’s support for Ukraine remains somewhat tepid, and why Italian businessmen still held a video call with Russian president Vladimir Putin as recently as last Wednesday. Chart 6Who Is Most Vulnerable To A Russian Energy Embargo? Bottom Line: Hungary, Poland, Germany, Czechia, and Italy are the European nations most exposed to an energy crisis in the event of a drawn-out, all-out war in Ukraine, whereas Austria, Sweden, Denmark, Ireland, and the UK are the least exposed. This scenario carries only a 10% probability, but understanding its impact is important, since investors will have to adjust their expectations once a conflict begins in the Ukraine. The ECB Response The ECB response to a Ukrainian conflict will depend on the nature of the war. In our base case scenario involving a limited assault focused on Eastern Ukraine, the ECB will look at any energy shock and its impact on inflation as temporary. European wage gains remain limited (Chart 7), and the Governing Council will assume that any spike in energy prices will not last long enough to dislodge European inflation expectations. This picture will be very different if Russia tries to conquer Western Ukraine as well. While the potential energy embargo will most likely cause a European recession, it will also risk pushing up inflation expectations permanently. Because expectations are already close to the ECB’s objective (Chart 8), the ECB will respond by tightening policy, which many members of the GC will want. This action is likely to accentuate any recessionary pressures in Europe. Again, we cannot stress enough that this constitutes a tail risk and is not our base case scenario. Chart 7European Wage Growth Remains Tame Chart 8Inflation Expectations Could Become Unmoored Market Implications The Euro Three weeks ago, we wrote that the euro was not ready to bottom because the risks associated with a slowing Chinese economy, the continued economic impact of Omicron, and the volatility of the natural gas market were still too considerable. Chart 9Another Wave Of Euro Selling This is even more true after last week’s Fed press conference, when FOMC Chair Jerome Powell did not contest the aggressive market pricing in the OIS curve. As a result, the window remains open in the near-term for interest rate differentials to move in a euro-bearish fashion (Chart 9). Ukraine adds another near-term threat to the euro. First, the run-up to an invasion, whether total or partial, will create a risk-off wave in global markets. Geopolitically driven sell-offs are most often associated with a rise in the counter-cyclical dollar, which is euro-bearish. The Swiss franc too would benefit against the euro. Moreover, Europe is much more exposed than the US to the economic consequences of a Ukrainian crisis. Obviously, our base case scenario implies a shorter and shallower sell-off than what would happen if Russia tried to conquer the whole of Ukraine. Nonetheless, a move below EUR/USD 1.10 now carries a greater than 40% probability. Bunds In our base case scenario of a limited Russian incursion in Ukraine, we should see a temporary dip in German yields driven by risk aversion. However, larger economic forces continue to point toward higher yields around the world, including in Germany. In our tail risk scenario, the German yield curve is likely to invert. ECB rate hikes will not be enough to push up 10-year yields, as markets will reflect that these increases will be temporary because of the associated recession. Instead, German 10-year yields will regress toward their 2021 lows of -0.55%. Equities Chart 10European Stocks Are Now Cheap Since mid-December, European equities have been outperforming US equities on the back of rising yields. We expect European shares to continue to outperform US stocks over the remainder of the year. As we wrote two weeks ago, European stocks possess a more generous valuation cushion against higher yields than their US counterparts, especially now that forward multiples have fallen back to 15.4, their lowest levels since May 2020 (Chart 10). Moreover, the greater cyclicality of European stocks means that they will benefit from an eventual stabilization of the Chinese economy by the latter half of 2022. They also stand to gain from a gradual normalization of the terminal rate proxy over the coming years, which often coincides with an outperformance of value stocks over growth names. Despite this positive outlook, the Ukrainian crisis poses a considerable near-term risk, even in the base case scenario of a limited Russian military aim. The wave of risk aversion will hurt the euro, which arithmetically will weigh on the relative performance of European stocks in common currency terms. Moreover, the more pro-cyclical profile of European stocks will accentuate their vulnerability in a geopolitical crisis. However, the temporary nature of the risk-off wave means that the woes suffered by Europe will also be transitory. Under the tail risk scenario, European equities will not be capable of outperforming those of the US for many months because of the high recession risk that will engulf the region. High energy prices will destroy the profit margins of European companies, which will already suffer from a hit to their top line-growth. US equities will suffer too, but significantly less so. Chart 11European Cyclicals Are Exposed To A Crisis In Ukraine Sector wise, a Ukrainian crisis will also short circuit the outperformance of European cyclicals over defensive equities. For now, European cyclicals have managed to generate alpha, despite the market correction (Chart 11), but the risk of a recession will affect this trend. Under our base case scenario, the underperformance will be short-lived, even if it proves severe; however, under the tail risk scenario, the cyclicals-to-defensives ratio will plunge toward the bottom of its historical range. Within defensive sectors, utilities will likely underperform, especially if the tail risk scenario comes to fruition. European governments will not allow utilities to pass on the full increase in natural gas prices to consumers, which will create a major compression in utilities’ profit margins. For cyclical names, consumer discretionary will bear the brunt of any sell-off. They are relatively pricey and the combination of the potential shock to household disposable income and rising risk aversion will prove to be lethal. The sales and profit margins of industrials will be under stress. However, this shock will be transitory if the Ukrainian crisis remains contained in our base-case scenario. Chart 12The Russian Exposure Of European Banks Financials carry their own risk in the context of a drawn-out Ukrainian crisis. European banks have exposure to Russia equal to $106 billion, concentrated in France and Switzerland (Chart 12). In and of itself, this is small. However, if European nations impose large enough sanctions on Russia, not only will that country cut its energy shipments to Western Europe, but Russian firms will also likely default on their foreign obligations, emboldened by Russia’s robust FX reserves and balance of payments. In the context of a recession wherein the ECB also hikes rates, these defaults will add considerable stress to the European banking sector. Thus, under our tail risk scenario, financials could perform particularly poorly. In terms of the implications for countries, Germany is the most exposed of all the major European markets to a Ukrainian crisis because of its high energy dependence on Russia and fossil fuels. The recent underperformance of German equities when we correct for sectoral bias probably already reflects the recent rise in electricity costs in the country, which hurt German firms versus their European competitors (Chart 13). While we like the fundamentals of European small-cap stocks, we have remained on the sidelines because of the strong correlation between their relative performance and the trade-weighted euro (Chart 14). The risks surrounding Ukraine and their implications for both the euro and the European economy suggest it is still too dangerous to pull the trigger and overweight small-cap in Europe. However, if our base case scenario of a limited conflict comes true, then this will create the perfect opportunity to move into the European small-cap space. Chart 13German Suffers A Nat Gas Discount Chart 14Small-Caps Need A Euro Bottom Investment Implications Considering the probability distribution laid out by BCA’s Geopolitical Strategy team, whose base case scenario is a limited Russian incursion into Ukraine, we do not expect NATO countries to impose sanctions severe enough to force Russia to cut Western Europe’s energy supply. Nonetheless, the prospect of the most significant military conflict on European soil since World War II will have a significant impact on European asset prices, even if this effect is transitory. As a result, we still maintain our preference for cyclical equities in Europe and still expect European equities to outperform US stocks over the course of 2022. We also continue to anticipate that European stocks will outperform Bunds in 2022. Nonetheless, ahead of the conflict, we recommend investors buy some hedges, such as short EUR/CHF and EUR/JPY to protect against downside risk. Rapidly after the conflict begins, an opportunity to close those hedges will emerge. With respect to the euro, the combined stress from a hawkish Fed and Ukrainian risks means we will stay on the sidelines after having been stopped out of our long EUR/USD trade. If our base case of a limited conflict does come to fruition and Russia instead initiates a full invasion of Ukraine, we will shift our portfolio to a fully defensive stance. The euro could re-test parity or even drop below it.   Mathieu Savary, Chief European Strategist Mathieu@bcaresearch.com Tactical Recommendations Cyclical Recommendations Structural Recommendations Closed Trades Currency Performance Fixed Income Performance Equity Performance

Highlights The combination of a temporarily negative domestic demand effect and a lingering domestic labor and global supply chain effect from the Omicron variant has increased the urgency for the Fed to raise interest rates. The central bank’s credibility has been significantly challenged over the past year by the extent of the rise in consumer prices, and it will move forward with a rate hike at its March meeting. We expect that the Fed funds rate will rise to 1% by the end of this year. The Fed’s asset purchase reductions will not have a direct impact on economic activity, but they could have an indirect effect by prompting a faster rise in US Treasury yields towards their fair value levels. The US 10-year yield could potentially rise to 2.3-2.4% at some point in the first half of the year, rather than by the end of 2022 as we previously expected. Part of the generalized rise in risk premia this month relates to the potential Russian invasion of Ukraine, but the sell-off in equity prices also appears to reflect an overall level of investor discomfort with rising interest rates. Rising long-maturity bond yields are being driven by the short end of the curve, which we see as a sign that the generalized selloff in the US equity market is uncalled for. Investors should buy the US stock market at current levels on a 6-12 month time horizon. It is too early to position aggressively towards China-sensitive commodities and global ex-US stocks, despite the recent pickup in our market-based growth indicator for China. We are more comfortable with a bullish view toward industrial metals in the latter half of 2022, and recommend that investors buy metals on any dips in prices. A Russian invasion of Ukraine has become a likely event, suggesting that investors need to decide now whether to reduce risky asset exposure. The invasion has not yet occurred as we go to press, but could happen at any moment. All told, we doubt that a minor invasion will have a lasting, full-year impact on financial markets, but investors should gird for a risk-off reaction over shorter-term time horizons. Omicron, The Supply-Side, And The Fed January was a poor month for the global equity market, which sold off 10% from its high at the beginning of the year. Chart I-1 highlights that in the US, the S&P 500 has now fallen below its 200-day moving average, in contrast to global ex-US stocks which have fared somewhat better in US$ terms. Equities have declined this month because of a combination of imminent Fed tightening and a geopolitical crisis, both of which we will discuss in detail below. On the pandemic front, the number of confirmed cases of COVID-19 has surged globally (Chart I-2), which is likely an underestimation of the total number of infections given capacity limits on testing in many countries. Panel 2 highlights that services PMIs fell sharply in January in several economies because of the Omicron wave, reflecting both renewed pandemic control measures in some countries as well as precautionary changes in behavior amongst consumers in countries where widespread “non-pharmaceutical interventions” (“NPIs”) were not reintroduced. Manufacturing PMIs, on the other hand, held up quite well, even in Europe where natural gas prices remain high. Chart I-1A Significant Correction In US Stock Prices Chart I-2Omicron Is Impacting Services, Not Manufacturing   Some positive signs have emerged from the hospitalization data in advanced economies, as they appear to be pointing to a cresting wave of patients with COVID-19 both in hospitals overall and specifically in intensive care units (Chart I-3). The evolution of the pandemic remains highly uncertain, and the development of new variants continues to remain a risk. But incoming data on hospitalizations, the rapid increase in the number of vaccine booster doses administered in many advanced economies, and the sheer speed at which the disease has recently been spreading all point to a possible imminent peak in the impact of the Omicron variant on the demand side of the economy – at least in the developed world. However, Chart I-4 highlights that there is no sign yet of a waning impact of the pandemic on the supply side of the economy. The chart shows that rising European natural gas prices are having less of an impact on our supply-side pressure indicator, but that the indicator remains flat excluding this effect. We noted in last month’s report that the Omicron variant posed a significant risk of more frequent or longer lockdowns in China, because of the country’s zero-tolerance COVID policy and the inability of the Sinovac vaccine to provide any protection against contracting Omicron. Panel 2 of Chart I-4 highlights that shipping costs between China/East Asia and the west coast of the US have started to tick higher again, suggesting that the impact of ongoing lockdowns as well as mandatory quarantines and testing in key areas such as Shenzhen, Tianjin, Ningbo, and Xi’an may already be having an effect. Chart I-3Hospitalizations From Omicron Appear To Be Peaking Chart I-4Pandemic-Related Supply-Side Pressures Remain Severe   From the Fed’s perspective, a combination of a temporarily negative domestic demand effect and a lingering domestic labor and global supply chain effect from the Omicron variant has increased the urgency to raise interest rates. The Fed’s credibility has been significantly challenged over the past year by the extent of the rise in consumer prices, which is being partially driven by demand (even if supply-chain factors are also materially boosting global goods prices). Chart I-5The Odds Of Extreme US Inflation Are Falling, But Inflation Will Still Be High This Year Chart I-5 shows that our inflation momentum model is signaling falling odds of 4% or higher core PCE inflation, but the model’s probability remains above the 50% mark. Thus, while it is possible that US inflation will soon peak in year-over-year terms, the Fed will move forward with a rate hike at its March meeting. For now, we believe that the Fed will move at a pace of four quarter-point rate hikes per year (regardless of how they are sequenced), suggesting that the effective Fed funds rate will rise to 1% by the end of this year. Quantitative Tightening And Financial Markets Investors continue to wrestle with the Fed’s recent hawkish shift and the implications that it may have for economic activity and financial markets. Investors are not just concerned about the pace and magnitude of Fed rate hikes, but also the potential impact of quantitative tightening as the Fed moves to slow the pace of its asset purchases over the coming few months. Chart I-6The Correlation Between The Fed's Balance Sheet And The Equity Market Is Mostly A Spurious one In our view, investors should be more concerned with the former rather than the latter. Chart I-6 highlights the reason that investors were so focused on the magnitude of the Fed’s balance sheet during the first half of the last economic expansion. Panel 1 of the chart shows that the level of the S&P 500 correlated almost perfectly with the Fed’s total holdings of securities from 2008 to 2015. However, panel 2 highlights that this relationship broke down from 2016 to early 2020, only to correlate positively again as the Fed’s holdings of securities surged higher during the pandemic. To us, the experience of the past decade highlights that the correlation between the Fed’s balance sheet and the equity market is mostly a spurious one. The two are indirectly related; periods when the Fed’s security holdings increase reflect periods of monetary easing, which is typically positive for risky asset prices. But we do not agree that the impact of asset purchases on long-maturity bond yields can be effectively separated from the direct impact of changes in short-term interest rates, which are typically falling as the Fed’s balance sheet rises. In addition, asset purchases signal important information by the Fed about the future path of short-term interest rates when it changes the pace of its purchases. And finally, the 2016-2019 period strongly underscores that there is no direct link between Fed asset purchases and the stock market. It is possible that periods of rising Fed asset purchases are associated with a low government bond term premium or more dovish investor sentiment about the future path of interest rates than is projected by the Fed. If so, that could imply that the Fed’s asset purchase reductions will have some impact on financial markets over the coming months. Chart I-7 suggests that the term premium on 10-year Treasurys is no longer low, but these series are based on surveys of primary dealers and fixed-income market participants, and thus may not reflect the aggregate views of investors. Chart I-8 highlights that 10-year government bond yields are 40 basis points below the fair value implied by the Fed’s interest rate projections, and panel 2 highlights a similar conclusion based on a regression of the 10-year yield on the 2-year yield and 5-year/5-year forward CPI swap rates. Thus, it is possible that the Fed’s rapid reduction in the pace of its asset purchases will cause bond yields to converge quickly with these estimates of fair value, implying that the US 10-year yield could potentially rise to 2.3-2.4% at some point in the first half of the year rather than by the end of 2022, as we previously expected. Chart I-7Surveys Suggest The Term Premium Is No Longer Deeply Negative... Chart I-8...But 10-Year Treasury Yields Are Lower Than They Should Be The Stock Market, Interest Rates, And Value Versus Growth Chart I-9The US Equity Market Selloff Has Been Driven By Tech Stocks The fact that the global equity selloff had been concentrated in the US prior to the escalation in tensions over Ukraine reveals the root cause of the decline. Chart I-9 highlights that the Nasdaq has fallen more than the S&P 500, as have US growth stocks compared with value stocks. As such, the recent selloff in the stock market reflects some of the major themes that we presented in our 2022 annual outlook. We highlighted in our outlook, as well as several previous reports, that the relative performance of global growth versus value since the pandemic has been driven primarily by changes in valuation that could reverse if bond yields rose. Chart I-10 highlights that this is exactly what has occurred over the past month, which also explains the underperformance of US equities given how heavily-weighted the US market is toward broadly-defined technology stocks. However, the underperformance of US growth stocks has occurred within the context of a nontrivial decline in the overall US market, which was somewhat beyond our expectation. We anticipated a period of elevated financial market volatility in advance of the Fed’s first rate hike, and we warned investors that 2022 was likely to be a year of meaningfully lower total returns (mid-to-high single digits) compared with the past two years. The fact that equity multiples for growth stocks are falling in response to higher long-maturity bond yields is not surprising to us. But investors have punished both growth and value stocks as bond yields have risen, behavior that we do not think is justified given the large difference in valuation between the two. Chart I-11 highlights that our (standardized) proxy for the equity risk premium (ERP) is above its 2003-2021 average for value stocks, whereas it is quite low for growth stocks. Had the ERP for value stocks fallen to its historical average this month value stocks would have risen between 1-4% in January despite rising real 10-year government bond yields. And the historically average levels shown in Chart I-11 might themselves be too high, given that other ERP estimates like the ones we showed in our annual outlook highlight that the 2003-2021 period was one in which the US ERP was historically elevated. Chart I-10Value Is Outperforming Growth As Bond Yields Rise, As We Predicted In Our Annual Outlook Chart I-11The ERP For Value Stocks Does Not Need To Rise Chart I-12The Market Is Not Yet Pricing An End To Secular Stagnation, Which Is Good For Stocks As noted, part of a generalized rise in the ERP this month relates to the potential Russian invasion of Ukraine, an event that we now see as likely (discussed below). But the sell-off in equity prices also appears to reflect an overall level of investor discomfort with rising interest rates, particularly given the (mistaken) perception amongst investors that Fed hawkishness is entirely driven by elevated inflation. We acknowledge that the Fed’s hawkish shift has been a rapid one, and that this has led US government bond yields to rise quickly. Both the level and change in interest rates matter for economic activity and financial market sentiment, but our view is that the former is more important. Changes in interest rates are mainly significant because they create uncertainty about where rates will ultimately settle, and whether that level would be sustainable for economic activity and the valuation of financial assets. In this respect, Chart I-12 should be encouraging for investors. The chart shows that the 10-year Treasury yield recently reached a new pandemic high, but that this rise was driven by yields on shorter-maturity bonds. 5-year/5-year forward Treasury yields remain 50 basis points below the Fed’s long-term Fed funds rate projection (2.5%), suggesting that the rapid move in US Treasury yields simply reflects a revised pace of rate hikes – not ultimately a higher level. This underscores that the generalized selloff in the US equity market is uncalled for, and that investors should buy the US stock market at current levels. Chart I-13Recession Fears May Rise Early Next Year Chart I-13 highlights that an accelerated pace of rate hikes will likely cause the yield curve to be flatter at the end of the year than would have otherwise been the case, which may eventually be interpreted by investors as a sign that a recession is drawing nearer (potentially implicating both value and growth stocks). We discussed this risk in last month’s report, but for now we maintain the view that this is more likely to occur in 2023 rather than this year. The chart highlights that the S&P 500 did not sell off in response to growth/recession concerns in 2018 before the 2/10 yield curve had flattened to 20-30 basis points, which isn’t likely to occur until 1H 2023 according to fair value calculations derived from the FOMC’s rate projections. The Dollar, Chinese Policy, Commodities, And Global Ex-US Stocks Chart I-14Until This Week, The Dollar Had Been Trending Lower Despite Ostensibly Bullish Dollar Factors Despite the recent surge in US interest rate expectations, and up until last week, the US dollar had behaved in a somewhat strange fashion since late November– even as the Omicron variant spread rapidly around the globe. Chart I-14 highlights that the dollar had traded counter to both relative interest rate differentials and the intensity of the pandemic, both of which appear to have strongly explained the dollar’s trend in the first three quarters of 2021. As we go to press, the US dollar is rallying again, although at least some of the rise is being driven by the prospect of imminent war in Ukraine. We argued in our annual outlook that the dollar was likely to fall this year, and that it was both technically stretched and expensive according to our PPP models. Chart I-15 highlights that the prior weakness in the dollar may also be explained by slowing net foreign purchases of US equities, as the impact of global equity investors flocking to the tech-heavy US market during the pandemic begins to wane. However, we suspect that two additional factors may have been impacting the broad dollar trend before this week’s surge in geopolitical risk. The first is a possible reversal in the correlation between the number of COVID-19 cases and the dollar (from positive to negative). For most of the pandemic, investors have treated new waves of the pandemic as an indication that global growth will slow, which certainly occurred in the services sector this month. But the sheer speed at which the Omicron variant is spreading, in combination with the fact that it causes less severe disease than previous variants, has likely prompted some investors to expect that Omicron has shortened the amount of time to COVID-19 endemicity. An endemic disease, while still a public health issue, would imply less transmission and much less COVID-19-related hospitalization and death. Correspondingly, it would also likely be associated with a significant increase in services spending alongside stronger international travel, which would be positive for global growth (and thus negative for the dollar). Second, it is apparent that China-related assets have caught a bid, as illustrated by our market-based China growth indicator and its accompanying diffusion index (Chart I-16). While the indicators shown in Chart I-16 remain below the boom/bust line, they are rising quickly, and in a manner that suggests investors are reacting to new information. Chart I-15Portfolio Flows Have Likely Put Pressure On The Dollar Over The Past Few Months Chart I-16Since November, Optimism Towards China Has Also Likely Weakened The Dollar Chart I-17China Bulls Are Probably A Bit Too Early We doubt that investors would be upgrading their outlook for Chinese economic growth based on expectations of COVID-19 endemicity, given the country’s zero-tolerance COVID policy and the inability of the Sinovac vaccine to prevent transmission of Omicron. Therefore, we conclude that investors have become more optimistic about the pace of easing from Chinese policymakers, potentially sparked by a recent pickup in the pace of special purpose local government bond issuance (Chart I-17). We agree with investors that Chinese monetary policy is becoming easier at the margin. For example, the PBoC recently reduced its one-year loan prime rate (LPR) by 10 bps and five-year rate by 5 bps, following last week’s 10bps cut in the 7-day reverse repo and the 1-year Medium-term Lending Facility (MLF) rate. This is on top of December’s 50 bps drop in the reserve requirement ratio (RRR). But we do not think that China’s credit data is yet heralding a meaningfully stronger growth impulse. Panel 2 of Chart I-17 presents the 12-month flow of China’s ex-equity total social financing as a share of nominal GDP, both including and excluding local government bond issuance. The chart highlights that the significant pickup in local government bond issuance has led to only a slight uptick in China’s overall credit impulse. Excluding local government bonds, China’s credit impulse continues to decline, reflecting an impaired monetary policy transmission mechanism and slowing bank loan growth. The implication is that it is too early to position aggressively towards China-sensitive commodities and global ex-US stocks, despite the recent pickup in our market-based growth indicator for China. At least some of the pickup in our market-based indicator reflects passive outperformance of some China-sensitive assets; Chart I-18 highlights that global ex-stocks and industrial metals prices have risen relative to US stock prices over the past month, but mostly because US stocks sold off in reaction to Fed hawkishness. Chart I-19 highlights that industrial metals prices continue to advance in a fashion that is not explained by the pace of China’s credit growth (as has generally been the case over the past decade), suggesting that metals are being somewhat supported by investment demand that is likely being driven by inflation hedging. We noted in our November Special Report that industrial commodities performed well during the stagflationary period of the 1970s,1 and over the past 40 years during months in which stock and bond returns are both negative. This makes metals an ideal portfolio hedge in the current environment, and we suspect that this factor – in addition to global inventory drawdowns last year – have kept prices elevated. Chart I-18Some Of The Rise In Our Market-Based China Growth Indicator Reflects Passive Outperformance Chart I-19Metals Prices Are Higher Than What Chinese Economic Growth Would Imply However, this also implies that metals prices could sell off at some point over the coming few months if US inflation fears begin to peak and Chinese monetary policy has not yet turned decisively reflationary. We are more comfortable with a bullish view toward industrial metals in the latter half of 2022, and recommend that investors buy metals on any dips in prices. Similarly, while we believe that investors should maintain global ex-US stocks on upgrade watch, we would prefer to see more evidence of a likely acceleration in Chinese economic activity before upgrading. In addition, we would also recommend that investors wait for the Ukrainian situation to play out, given the recent selloff in European stocks in response to the deepening crisis. A Likely War In Ukraine Last week, US President Joe Biden publicly predicted that Russia would likely invade parts of Ukraine, and implied that the sanction response from Western countries might be muted if the invasion were “minor”. Biden’s remarks have since been described as a gaffe, but in our view they were likely accurate. When combined with reports that the White House is warning domestic chipmakers of potential export restrictions to Russia in the event of an invasion, Biden’s remarks suggest that the US government does not believe that a diplomatic solution is likely and that Russia will probably send troops into Ukrainian territory. A full-scale invasion of Ukraine is very unlikely, as it would unite the Western world in delivering crippling economic sanctions towards Russia. The question for investors is whether the economic consequences of a minor incursion have significant enough implications to change one’s 12-month asset allocation stance. The extent of the rise in energy prices following a minor Russian incursion into Ukraine would be the key determinant of the impact that Russian military action would have on financial markets. Russia could withhold natural gas or oil exports to punish Europe if the Nord Stream II pipeline were cancelled. Oil prices would likely rise, even if retaliatory action was limited to the natural gas market, because oil consumption would rise as a substitute. This would further exacerbate the European energy crisis, although as we noted above, the PMI data continues to point to COVID as a more serious near-term threat to European economic activity than energy prices. Our geopolitical strategy team recently upgraded the odds of Russia invading Ukraine from 50% to 75%, suggesting that investors need to decide now whether to reduce risky asset exposure. The invasion has not yet occurred as we go to press, but could happen at any moment. All told, we doubt that a minor invasion will have a lasting, full-year impact on financial markets, but it is likely to have a near-term impact on the performance of some assets. While some of the risk of this event has already been priced in, on a 0-3 month time horizon, the US dollar would likely rally even further in response to an invasion and we suspect that the recent outperformance of global ex-US stocks would reverse (with the US outperforming). Our sense is that global equities may underperform government bonds for a short period following a minor incursion, but that a more aggressive Russian invasion would likely be needed to cause a persistent rise in the US dollar, US equity outperformance, and stocks to underperform bonds on a 12-month time horizon. Investment Conclusions Chart I-20We Expect Further Outperformance Of Value, Within The Context Of A Rising Stock-To-Bond Ratio Relative to the investment positions that we presented in our annual outlook report, we see no compelling reason to alter any of our recommendations on a 6-12 month time horizon. Over the nearer-term, a minor Russian incursion of Ukraine is now likely, and may further roil financial markets for a period of time. But the bar for the Ukrainian situation to durably impact returns on a 12-month time horizon is high, and implies a degree of conflict that we do not currently expect. US equities have sold off because of a rise in the discount rate and in the equity risk premium. We do not believe the latter is justified for the market as a whole. Our view that US equities have overreacted to the Fed’s hawkish shift and that long-maturity US bond yields have roughly another 50 basis points of upside this year strongly point to an overweight stance towards stocks versus bonds and a short-duration stance as still justified. We continue to expect that growth stocks will underperform value stocks over the coming year, but in the context of a rising rather than falling overall market (Chart I-20). It is too early to position aggressively toward China-sensitive commodities and global ex-US stocks, but investors should maintain these assets on upgrade watch. The US dollar may continue to reverse some of its recent decline over the coming 3 months in response to military conflict in Ukraine or if investors dial back their expectations for Chinese economic growth, but we expect a lower dollar in a year’s time. Jonathan LaBerge, CFA Vice President The Bank Credit Analyst January 28, 2022 Next Report: February 24, 2022 II. The US Productivity Surge: Less Than Meets The Eye The current surge in US measured productivity looks very unlike what occurred in the mid-to-late 1990s. A detailed breakdown of labor productivity growth points to atypical labor market compositional effects – namely a significant decline in services employment – as being responsible for the apparent rise in productivity. In addition, technological disinflation, a major ingredient of the late 1990s “disinflationary boom”, is absent today. A cross-country comparison of the growth in output per worker during the pandemic can be mostly explained by differences in the fiscal response to the crisis. US output per worker surged compared to other countries, but the US fiscal response also generated a significant amount of excess income to support economic activity – unlike in the euro area, UK, and Japan. Micro-level arguments and some academic studies argue against the idea that work from home arrangements will ultimately be productivity-enhancing. Remote work makes it more difficult for firms to train the next generation of senior employees, which will raise the staffing risks for many businesses. While the long-term outlook for technologically-driven productivity growth is positive, projected commercialization timelines for several well-known technologies under development do not point to an imminent, inflation-offsetting boom in potential output. If inflation remains significantly above target after the pandemic is over, the Fed’s long-term interest rate projections may rise. US stocks would suffer potentially large losses in a scenario where 10-year US Treasury yields rise towards the potential growth rate of the economy. Investors should consider reducing their equity exposure if 5-year, 5-year forward US Treasury yields break above 2.5%. We do not expect that to occur this year, which for now justifies an overweight stance towards risky assets. Chart II-1A Pandemic-Driven Productivity Surge? The behavior of US labor productivity during the COVID-19 pandemic has raised several questions among investors. As defined by output per hour worked, US productivity accelerated significantly over the first six quarters of the COVID-19 pandemic, but then fell sharply in Q3 2021 (Chart II-1). While some market participants have questioned the cause of the recent decline, investors have generally been more interested in the question of whether the US is in the middle of a long-lasting productivity surge that will help alleviate inflationary pressure – akin to what occurred in the second half of the 1990s. In this report, we review the recent surge in US labor productivity in contrast to what occurred in the late-1990s, and then compare it with what has occurred globally. While we are not pessimistic about the pace of technological advancement and its potential to drive long-run productivity, we conclude that the US is not likely experiencing a sustained productivity boom driven by technological adoption during the pandemic. This underscores why investors should not expect a significant increase in potential output owing to the pandemic or its effects. It also highlights that, if elevated inflation in response to strongly positive output gaps were to occur over the coming few years, it would likely be met by significantly tighter fiscal or monetary policy. Today Versus The 1990s: Total Factor Productivity Versus Capital Intensity Chart II-2The Technologically-Driven US Productivity Surge In The 1990s Was A Major Macro Event A technologically-driven surge in productivity growth in the second half of the 1990s was a highly significant macroeconomic event. Chart II-2 highlights that US labor productivity surged to over 3% from 1995 to 2000, alongside a significant deceleration in core PCE inflation and a sizeable acceleration in potential GDP growth. Given the acceleration in measured productivity during the pandemic, and the accompanying rapid adoption (or broader use) of technology, it is easy to see why some investors have questioned whether a 1990s-style productivity boom is underway. However, a detailed breakdown of the 2020 rise in labor productivity growth highlights substantial differences between the current environment and that of the late 1990s, which points instead to compositional effects as the main driver. Improvements in labor productivity can come from smarter workers, an increase in the amount of capital employed per worker, or from technological innovations and better working practices. The US Bureau of Labor Statistics provides a breakdown of the annual change in labor productivity that attempts to capture these three components: The contribution from shifts in labor composition: This measures the productivity impact of changes in the age, education, and gender structure of the labor force. The contribution from capital intensity: This measures the productivity impact of shifts in the amount of capital equipment available per worker. Total factor (or “multifactor”) productivity: This measures the changes in output per hour that cannot be accounted for by the above two factors. Thus, it includes the effects of technological changes, returns to scale, shifts in the allocation of resources, and other changes in operating procedures. Examining the 2020 rise in labor productivity growth along these three factors underscores key differences between the current environment and that of the late 1990s. The first point for investors to note is that the acceleration in labor productivity in 2020 occurred alongside a contraction in total factor productivity (TFP) growth, in contrast to the 1990s when TFP drove labor productivity (Chart II-3). The fact that TFP growth fell in 2020 means that the increase in labor productivity must have occurred either because of labor composition or capital intensity effects. In 2020, labor composition contributed somewhat to accelerating labor productivity, but that most of the increase was caused by a sharp increase in capital intensity. Some of the increase in overall capital intensity occurred because of an increase in the intensity of information processing equipment and intellectual property products (supporting the idea of an increase in pandemic-driven capital deployment), but this was outstripped by the contribution of “other” capital services (Chart II-4). Chart II-3Total Factor Productivity Collapsed In 2020, Unlike In The 1990s Chart II-4The Surge In US Capital Intensity Reflects A Rapid Compositional Shift In The Labor Market The concept of capital intensity refers to the amount of capital available per worker, but in practice it is measured as the ratio of the amount of capital used relative to the amount of labor hours used to produce output. Thus, a surge in capital intensity that is not accounted for by an increase in the amount of tech-related capital available to workers points to a rapid compositional shift in the economy from relatively low capital-intensive industries to relatively high-intensive industries. Under less extreme economic circumstances we would be more inclined to search for other potential causes of a rapid increase in measured capital intensity, but a shift in employment from less to more capital-intensive industries is exactly what has occurred during the pandemic. Services jobs tend to be much more labor-intensive than goods-producing jobs; Chart II-5 highlights that the former fell far more than the latter during the pandemic, in sharp contrast to what normally occurs during a recession (Chart II-6). This phenomenon is also reflected in a highly unusual decline in services spending compared with very strong goods spending relative to their pre-pandemic trend. Chart II-5Employment In Low Capital Intensity Services-Producing Industries Fell Far More Than Goods-Producing Chart II-6The Sharp Decline In Services Jobs During The Pandemic Was Unprecedented The takeaway for investors is that the nature of the pandemic and its unique impact on the economy has created the appearance of an acceleration in productivity, when in reality true productivity has fallen and the standard measure of productivity is being flattered by enormous changes in the composition of the labor market. Today Versus The 1990s: IT Investment, And Technological Disinflation The trends in IT investment and prices highlight another major difference between the current environment and that of the late 1990s. Charts II-7 and II-8 highlight recent trends in comparison to those of the 1990s, with the following notable points: Chart II-7There Are Major Differences Between IT Investment And Prices Today Versus The 1990s Chart II-8A One-Off Move The recent pace of real investment in total IT does not point to the pandemic as a sustained source of productivity growth. Real investment in IT has already slowed significantly, in contrast to the 1990s when it accelerated on a sustained basis for years. IT investment as a % of GDP and of total plant and equipment spending has already stopped rising (or is now falling), exhibiting clear signs of a one-off shift and thus undermining the view that IT investment has significantly raised potential output. In pronounced contrast to the mid-1990s when IT equipment prices were collapsing, computing equipment inflation has recently risen into positive territory – to the highest levels recorded since the data became available in 1959. Higher prices for IT equipment clearly reflect, at least in part, pandemic-driven pressure on global supply chains and the production of semiconductors. So we do not expect sustained increases in the price of computing equipment. But the key point for investors is that a major ingredient of the late 1990s “disinflationary boom” is missing today. The US Versus The World We have presented Chart II-9 in previous reports to highlight that there is certainly no evidence of a global productivity surge, using output per worker as a proxy for the standard measure of labor productivity (output per hour worked). Some investors have countered that the US is a more dynamic economy, and that a sustained productivity boom would be more apparent in the US prior to its emergence in other countries. Or simply that the US alone is experiencing a productivity boom that will help reduce very elevated US inflation, with strong implications for Fed policy. Chart II-9During The Pandemic, Cross-Country Changes In Real Output Per Worker… Chart II-10…Are Mostly Explained By Different Fiscal Responses Chart II-11High US Real Output Per Worker Also Reflects A Lagging Jobs Recovery Relative To Pre-Pandemic Levels Charts II-10 and II-11 present a different cross-country comparison that reinforces the view that the US is not likely experiencing a long-lasting productivity surge that will help reduce inflation. Chart II-10 highlights that in the face of a significant decline in employment, US output was supported by a substantial amount of “excess income” – the cumulative amount of household disposable income earned over the course of the pandemic in excess of what would have been predicted based on the pre-pandemic trend. Other major DM economies (such as the UK and euro area) either saw negative excess income or a modestly positive amount (Japan), underscoring that the fiscal response to the pandemic in most advanced economies was aimed at stabilizing income rather than raising it. In combination with Chart II-11 – which highlights that the US labor market recovery has significantly lagged behind the European and Canadian economies in terms of returning to the pre-pandemic employment trend – this would appear to explain why the US has experienced stronger real output per worker than other countries. Chart II-12Given A Similar Fiscal Response, Would The US Have Canada's Job Recovery If It Had Less COVID Cases? Canada stands out as the outlier compared with the US, in the sense that it’s growth in real output per worker has been much lower but Canadian fiscal policy created a similar amount of excess income. However, it may be the case that the Canadian experience highlights that the US labor market recovery is the outlier, which could imply that the surge in US labor productivity may in fact have inflationary rather than disinflationary consequences at the margin. We discussed the factors that we believe are driving the slow recovery in the US working-age population in our 2022 annual outlook report, and how they are strongly linked to the pandemic. However, Canada has also clearly been affected by COVID-19, and yet it has experienced a more significant recovery in jobs. Chart II-12 highlights that there has been one major difference between the US and Canada during the pandemic: a substantial gap in the burden of disease from COVID-19. This raises the question of whether Canada has outperformed the US in terms of its labor market recovery, despite a similarly impactful fiscal response, because of a smaller labor shortage stemming from long-term COVID symptoms. Over the past two years, there have been many reports about people who have recovered from COVID but who continue to experience some symptoms of the disease. The medical community has labeled this condition as post-acute sequelae of SARS-CoV-2 infection (PASC), colloquially referred to as “long COVID.” Chart II-13Long-COVID Might Help Explain The US’ Lagged Return To Pre-Pandemic Employment The medical community’s understanding of long COVID is currently poor, and doctors do not know why some people get the condition or what treatment options are likely to be the most effective. Given this, it is possible that some reports of long COVID are, in fact, related to other conditions. But a recent research report from Brookings estimated that the US labor market may be missing 1.6 million workers because of long COVID’s effects (Chart II-13), which alone would account for 1 percentage point (or roughly 1/4th) of the growth in US real output per worker since the pandemic began. This circumstance would be inflationary rather than disinflationary on the margin, as it would imply that accelerating first and second quartile US wage growth may be sticky even as the pandemic recedes. Is Working From Home Positive For Productivity? We have noted above that the macro data argues against the idea of a sustained rise in US productivity stemming from the pandemic. A more micro-level perspective, one that examines the working-from-home (WFH) experience, also appears to support our case. It is true that surveys of employees highlight that their experience of WFH has been significantly better on average than workers expected and report their being more productive while working from home during the pandemic. Chart II-14 emphasizes that, based on the running surveys from Barrero, Bloom, and Davis (“BBD”), 60% of workers have conveyed better WFH outcomes relative to expectations, versus just 14% reporting worse outcomes. In addition, Chart II-15 clearly highlights that workers prefer at least some form of hybrid WFH arrangement, with just 22% of survey respondents reporting the desire to work from home either rarely or never. Chart II-14Remote Workers Have Reported Better Work-From-Home Outcomes Than What Was Expected Chart II-15Remote Workers Clearly Prefer A Hybrid Work Model However, worker preferences do not necessarily correlate with productivity gains, at least not to the same degree. Chart II-16 from the BBD surveys highlights that the share of workers reporting more efficiency while working from home is not as large as those reporting better outcomes relative to expectations, suggesting that employees are considering whether WFH arrangements are benefiting them personally when responding to their desired post-pandemic level of remote work. Chart II-17 also shows that employees working from home only spend a third of the time ordinarily allocated to commuting to working on their primary job; the rest is spent on childcare, leisure, home improvement, or working on a second job (which may or may not be a sustainable source of income). Chart II-16Less Than Half Of Workers Report Being More Efficient While Working Remotely Chart II-17Only 1/3rd Of Time Saved Commuting Is Spent On Primary Employment There is also some evidence from academic studies that indicates productivity fell during the pandemic for some remote workers. Michael Gibbs, Friederike Mengel, and Christoph Siemroth (2021) surveyed 10,000 professionals at a large Asian IT services company, and found that productivity declined because of a slight decline in average output and a rise in hours worked.2 Admittedly, elements of the study did point to some factors potentially impacting this decline in productivity that were more prominent in the earlier phase of the pandemic, specifically the issue of childcare (which would not likely be a drag on remote worker productivity in a post-pandemic environment). But it also noted that employees with a longer company tenure fared better, which in our view is an often overlooked element of remote work that points to less future productivity gains from WFH arrangements than may be recognized by investors. The outperformance of senior staff in a WFH environment is not particularly surprising: once employees have accrued significant experience, they spend less of their working time learning and more (or all) of their working time “doing.” It makes sense that employees who predominantly “platform” their existing experience may fare the same or better in a WFH arrangement, but it is highly questionable whether it is sustainable, because it makes it much more difficult for businesses to train the next generation of senior employees. The Gibbs, Mengel, and Siemroth study noted that higher communication and coordination costs featured prominently in their findings of reduced remote worker productivity. Importantly, they found that employees communicated with fewer individuals and business units, both inside and outside the firm, and received less coaching and one-to-one meetings with supervisors. While some firms may be able to mitigate these risks to the advancement and development of more junior staff while maintaining a hybrid on-site / WFH model, we suspect that many firms will fail to do so fully. Future Productivity: Pessimism Unwarranted, But No Inflation Salvation The fact that the US is not likely in the middle of a pandemic-driven productivity boom does not mean that the outlook for productivity is poor. In fact, we would point to two factors that lead us to believe that productivity growth will be better in the future than it has been over the past decade: The pronounced consumer deleveraging phase that existed for several years following the global financial crisis is over, and There are several identifiable technologies currently under development that are likely to have legitimate commercial applications and productivity-enhancing benefits in the future On the first point, we have contended in previous reports that the weak productivity growth observed during the first half of the last economic expansion was because of demand rather than supply-side factors. This notion is jarring for many investors, who are accustomed to think of productivity trends as being exclusively driven by supply-side phenomena. This is typically correct, in that the cyclical impact of fluctuating aggregate demand on measured productivity – particularly during and immediately after recessions – is usually temporary in nature. However, the 2008/2009 recession was highly atypical, in the sense that it was a household “balance sheet” recession rather than a normal “income” recession. This led to a prolonged period of US household deleveraging, below-average corporate sales growth, and poor growth in output per hour worked. In effect, the post-2008 deleveraging phase created a long-lasting, multi-year cyclical effect on measured productivity growth. In early-2009, pessimistic investors held to an understandable reason for why they doubted the sustainability of the economic recovery: there could be no meaningful labor market recovery if businesses expected several years of weak demand because of the likelihood of consumer deleveraging. In this respect, the post-2008 period served as an important natural experiment for macroeconomists and investors: we have learned that the response of firms to a durable but shallow economic recovery is, on the one hand, to hire additional workers, but, on the other hand, also to control wage and salary costs aggressively. Chart II-18Slow Productivity Growth Last Cycle Was A Demand Story, Not A Supply Story Chart II-18 encapsulates the point that weak productivity during the last economic cycle was closely tied to US household deleveraging. The chart highlights that the decline in total factor productivity due to goods-producing industries – heavily concentrated in manufacturing – was much larger than for private services from 2007 to 2019. Since there was no technological slowdown that disproportionally impacted the manufacturing industry during the period, this clearly points to demand-side rather than supply-side factors as the main driver of the post-GFC productivity slowdown. On the second point about future productivity growth, Table II-1 outlines five well-known technologies that are in various stages of development and are likely to lead to significant applications at some point in the future: artificial intelligence, automated driving (a specific application of AI), quantum computing, augmented/virtual reality and human-machine interface, and CRISPR/gene editing. The table outlines the nature of potential future applications, as well as projections from McKinsey Global Institute about the most likely commercialization timeline. Table II-1Technological Advancement Is Ongoing. It Won’t Likely Help Fight Inflation Over The Next Few Years A detailed analysis of each of these technologies is beyond the scope of this report, but Table II-1 underscores two key points for investors. The first is that further, technologically-driven productivity growth is not just possible, it is likely. It is clear what advancements will probably drive these productivity gains, and Table II-1 highlights only the most well-known technologies to which experts in the field would point to. The second point is that most major changes from these technologies are projected to occur beyond 2025, and, in many cases, beyond this decade. In the case of quantum computing, while it could potentially lead to an explosion of algorithmic power that would almost certainly have major commercial implications, it is even possible that this technology will initially subtract from total factor productivity growth before contributing positively. This is because of its potential to render much of the existing global internet security and privacy infrastructure useless, as highlighted by a NIST Cybersecurity White Paper last April: “Continued progress in the development of quantum computing foreshadows a particularly disruptive cryptographic transition. All widely used public-key cryptographic algorithms are theoretically vulnerable to attacks based on Shor’s algorithm, but the algorithm depends upon operations that can only be achieved by a large-scale quantum computer. Practical quantum computing, when available to cyber adversaries, will break the security of nearly all modern public-key cryptographic systems.”3 Some experts believe that the preparation required to avoid this outcome may dwarf that of the millennium bug (“Y2K”) problem of the late-1990s,4 which cost roughly 1% of GDP to fix – and thus was clearly not productivity-enhancing. The bottom line for investors is that while the long-term outlook for technologically-driven productivity growth is bright, it is unlikely to save the US and/or global economies from elevated inflation over the next several years if output gaps in advanced economies rise to strongly positive levels in the wake of the pandemic. Investment Conclusions Our analysis above has highlighted that the current surge in measured productivity looks very unlike what occurred in the mid-to-late 1990s, and that very atypical labor market compositional effects are likely responsible for the apparent rise in labor productivity. We have also highlighted that a cross-country comparison of the growth in output per worker during the pandemic can be mostly explained by differences in the fiscal response to the pandemic, and that there are micro-level arguments against the idea that work from home arrangements are productivity-enhancing. Finally, while the long-term outlook for technologically-driven productivity growth is positive, projected commercialization timelines for several well-known technologies under development do not point to an imminent, inflation-offsetting boom in potential output. While we believe that the COVID-19 pandemic will recede in importance this year, it is not yet over. As such, investors do not yet know how strong the output gap in the US and other advanced economies will be on average over the coming two to three years, or what the pace of consumer price inflation will look like in the face of strong aggregate demand but substantially lower (or no) pressure from the supply-side of the economy (as we expect). Chart II-19There Is A Lot Of Downside For Stocks If Bond Yields Rise To Potential Growth Rates In a scenario in which aggregate demand remains strong next year and inflation remains above-target, even in the face of Fed tightening and a normalization in services/goods spending, we would expect to see significantly tighter fiscal or monetary policy. This is a scenario in which the secular stagnation narrative, which underpins the Fed’s low long-term interest rate projection, would likely be aggressively challenged by investors. Chart II-19 highlights that US equities would potentially suffer a 24% contraction in the forward P/E in a scenario in which the equity risk premium is in line with its historical average and 10-year US Treasury yields rise to the potential growth rate of the economy. We do not yet believe that a significant rise in long-term interest rate expectations will occur this year, meaning that investors should still be overweight stocks versus government bonds over the coming 6-12 months. But as we noted in last month’s report, we may recommend that investors reduce their equity exposure if 5-year, 5-year forward Treasury yields break above 2.5% (the FOMC’s long-run Fed funds rate projection), which we noted in Section 1 of our report is 50 basis points above current levels. Jonathan LaBerge, CFA Vice President The Bank Credit Analyst III. Indicators And Reference Charts BCA’s equity indicators highlight that the “easy” money from expectations of an eventual end to the pandemic have already been made. Our valuation, and sentiment indicators remain very extended, highlighting that investors should expect positive but relatively modest returns from stocks over the coming 6-12 months. Our technical indicator has declined from extremely overbought levels in response to January’s US equity sell-off, but it has not yet reached oversold territory. Still, we believe that the equity market’s reaction to rising bond yields is overdone, especially for value stocks. Forward equity earnings are pricing in a substantial further rise in earnings per share. Net earnings revisions and net positive earnings surprises have rolled over, but from extremely elevated levels and there is no meaningful sign yet of a decline in the level of forward earnings. Bottom-up analyst earning expectations remain too high, but stocks are still likely to be supported by robust revenue growth over the coming year. Within a global equity portfolio, we continue to recommend that investors position for the underperformance of financial assets that are negatively correlated with long-maturity government bond yields (such as growth stocks). The 10-Year Treasury Yield has broken convincingly above its 200-day moving average following the Fed’s hawkish shift, but remains below the fair value implied by our bond valuation index and the FOMC-implied fair value in a March 2022 rate hike scenario. We continue to expect that long-maturity bond yields will move higher over the coming year. Commodity prices remain elevated, and our composite technical indicator highlights that they remain overbought. An eventual slowdown in US goods spending, coupled with eventual supply-chain normalization, could weigh on commodity prices at some point over the coming 6-12 months. We are more comfortable with a bullish view towards industrial metals in the latter half of 2022. US and global LEIs have rolled over from very elevated levels. Our global LEI diffusion index has declined very significantly, but this likely reflects the outsized impact of a few emerging market countries (whose vaccination progress is still lagging). Still-strong leading and coincident indicators underscore that the global demand for goods is robust, and that output gaps are negative in many advanced economies because of very weak services spending. The latter will recover significantly at some point over the coming year, as the severity of the pandemic wanes. EQUITIES: Chart III-1US Equity Indicators Chart III-2Willingness To Pay For Risk Chart III-3US Equity Sentiment Indicators Chart III-4US Stock Market Breadth Chart III-5US Stock Market Valuation Chart III-6US Earnings Chart III-7Global Stock Market And Earnings: Relative Performance Chart III-8Global Stock Market And Earnings: Relative Performance FIXED INCOME: Chart III-9US Treasurys And Valuations Chart III-10Yield Curve Slopes Chart III-11Selected US Bond Yields Chart III-1210-Year Treasury Yield ComponentsChart III-13US Corporate Bonds And Health Monitor Chart III-14Global Bonds: Developed Markets Chart III-15Global Bonds: Emerging Markets CURRENCIES: Chart III-16US Dollar And PPP Chart III-17US Dollar And Indicator Chart III-18US Dollar Fundamentals Chart III-19Japanese Yen Technicals Chart III-20Euro Technicals Chart III-21Euro/Yen Technicals Chart III-22Euro/Pound Technicals COMMODITIES: Chart III-23Broad Commodity Indicators Chart III-24Commodity Prices Chart III-25Commodity Prices Chart III-26Commodity Sentiment Chart III-27Speculative Positioning ECONOMY: Chart III-28US And Global Macro Backdrop Chart III-29US Macro Snapshot Chart III-30US Growth Outlook Chart III-31US Cyclical Spending Chart III-32US Labor Market Chart III-33US Consumption Content Chart III-34US Housing Chart III-35US Debt And Deleveraging Chart III-36US Financial Conditions Chart III-37Global Economic Snapshot: Europe Chart III-38Global Economic Snapshot: China Jonathan LaBerge, CFA Vice President The Bank Credit Analyst   Footnotes 1     Please see The Bank Credit Analyst "Gauging The Risk Of Stagflation," dated October 29, 2021, available at bca.bcaresearch.com 2     Michael Gibbs, Friederike Mengel, and Christoph Siemroth. “Work from Home & Productivity: Evidence from Personnel & Analytics Data.” Working Paper No. 2021-56. July 13, 2021. Pp. 1-30. 3    William Barker, William Polk, and Murugiah Souppaya. “Getting Ready for Post-Quantum Cryptography: Exploring Challenges Associated with Adopting and Using Post-Quantum Cryptographic Algorithms.” National Institute of Standards and Technology, US Department of Commerce. April 28, 2021. Pp. 1-7. 4    Jonathan Ruane, Andrew McAfee, and William Oliver. “Quantum Computing for Business Leaders.” Harvard Business Review, January-February 2022.

Highlights The selloff in equities since the start of the year marks a long overdue correction rather than the start of a bear market. Stocks often suffer a period of indigestion when bond yields rise suddenly, but usually bounce back as long as yields do not move into economically restrictive territory. BCA’s bond strategists expect the 10-year yield to rise to 2%-to-2.25% by the end of the year, which is well below the level that could trigger a recession. While valuations in the US remain stretched, they are much more favorable abroad. Investors should overweight non-US markets, value stocks, and small caps in 2022. Go long homebuilders versus the S&P 500. US homebuilders are trading at only 6.5-times forward earnings and will benefit from tight housing supply conditions and a moderation in input costs. FAQ On Recent Market Action The selloff in stocks since the start of the year has garnered a lot of attention. In this week’s report, we address some of the key questions clients are asking.   Q: What do you see as the main reasons for the equity selloff? A: At the start of the year, the S&P 500 had gone 61 straight weeks without experiencing a 6% drawdown, the third longest stretch over the past two decades. Stocks were ripe for a pullback. The backup in bond yields provided a catalyst for the sellers to come out. Not surprisingly, growth stocks fell hardest, as they are most vulnerable to changes in the long-term discount rate. At last count, the S&P 500 Growth index was down 13.7% YTD, compared to 4.1% for the Value index. Our research has found that stocks often suffer a period of indigestion when bond yields rise suddenly, but usually bounce back as long as yields do not move into economically restrictive territory (Table 1). BCA’s bond strategists expect the 10-year yield to rise to 2%-to-2.25% by the end of the year, which is well below the level that could trigger a recession. Table 1As Long As Bond Yields Don’t Rise Into Restrictive Territory, Stocks Should Recover Historically, equity bear markets have coincided with recessions (Chart 1). Corrections can occur outside of recessionary periods, but for stocks to go down and stay down, corporate earnings need to fall. That almost never happens unless there is a major economic downturn (Chart 2). In fact, the only time in the last 50 years the US stock market fell by more than 20% outside of a recessionary environment was in October 1987. Chart 1Recessions And Bear Markets Tend To Go Hand In Hand Chart 2Business Cycles Drive Earnings Chart 3The Bull-Bear Ratio Is Below Its Pandemic Lows It is impossible to know when this correction will end. However, considering that the bull-bear spread in this week’s AAII survey fell below the trough reached both in March 2020 and December 2018, our guess is that it will be sooner rather than later (Chart 3). With global growth likely to remain solid, equity prices should rise. Q: What gives you confidence that growth will hold up? A: Households are sitting on a lot of excess savings – $2.3 trillion in the US and a similar amount abroad. That is a lot of dry powder. Banks are also actively looking to expand credit, as the recent easing in lending standards demonstrates (Chart 4). Leading indicators of capital spending are at buoyant levels (Chart 5). Chart 4US Banks Are Easing Lending Standards Chart 5The Outlook For US Capex Is Bright It is striking how well the global economy has handled the Omicron wave. While service PMIs have come down, manufacturing PMIs have remained firm. In fact, the euro area manufacturing PMI reached 59 in January versus expectations of 57.5. It was the strongest manufacturing print for the region since August. The manufacturing PMI also ticked up slightly in Japan. The China Caixin/Markit PMI and the official PMI published by the National Bureau of Statistics also ticked higher. After dipping below zero last August, the Citi global economic surprise index has swung back into positive territory (Chart 6). Chart 6The Omicron Wave Did Not Drag Down The Global Economy Markets are also not pricing in much of a growth slowdown (Chart 7). Growth-sensitive industrial stocks have outperformed the overall index by 1.1% in the US so far this year. EM equities have outperformed the global benchmark by 5.9%. The Bloomberg Commodity Spot index has risen 7.2%. Credit spreads have barely increased. Chart 7Markets Are Not Discounting Much Of A Growth Slowdown   Q: What is your early read on the earnings season? A: Nothing spectacular, but certainly not bad enough to justify the steep drop in equity prices. According to Refinitiv, of the 145 S&P 500 companies that have reported Q4 earnings, 79% have beat analyst expectations while 19% reported earnings below expectations. Usually, 66% of companies report earnings above analyst estimates, while 20% miss expectations. In aggregate, the reported earnings are coming in 3.2% above estimates, slightly lower than the historic average of 4.1%. Guidance has been lackluster. However, outside of a few tech names like Netflix, earnings disappointments have generally been driven by higher-than-expected expenses, rather than weaker sales. Overall EPS estimates for 2022 have climbed 0.4% in the US and by 1.1% in foreign markets since the start of the year (Chart 8).   Q: To the extent that the Fed is trying to engineer tighter financial conditions, doesn’t this imply that stocks must continue falling? A: That would be true if the Fed really did want to tighten financial conditions, either via lower stock prices, a stronger dollar, higher bond yields, or wider credit spreads. However, we do not think that this is what the Fed wants. Despite all the chatter about inflation, the 5-year/5-year forward TIPS breakeven inflation rate has fallen to 2.05%, which is 25 basis points below the bottom end of the Fed’s comfort zone (Chart 9).1 Chart 8Earnings Expectations Have Not Been Revised Lower Chart 9Market-Based Long-Term Inflation Expectations Are Below The Fed's Comfort Zone Chart 10The Terminal Fed Funds Rate Seen At 2%-2.5% Chart 11The Market Thinks The Fed Will Not Be Able To Lift Rates Above 2% Remember that the Fed’s estimate of the neutral rate, R*, is very low. The Fed thinks it will only be able to raise rates to 2.5% during this tightening cycle, which would barely bring real rates into positive territory (Chart 10). The market does not think the Fed will be able to raise rates to even 2% (Chart 11). The last thing the Fed wants to do is inadvertently invert the yield curve. In the past, an inverted yield curve has reliably predicted a recession (Chart 12). Chart 12A Yield Curve Inversion Usually Signals The End Of A Business Cycle (And Can Even Predict A Pandemic) The Fed is about to start raising rates and shrinking its balance sheet not because it wants to slow growth, but because it wants to maintain its credibility. While the Fed will never admit it, it is very much attuned to the direction in which the political winds are blowing. The rise in inflation, and the Fed’s failure to predict it, has been embarrassing for the FOMC. Doing nothing is no longer an option. However, doing “something” does not necessarily imply having to raise rates more than the market is already discounting. Contrary to the consensus view that the Fed has turned hawkish, we think that the main takeaway from this week’s FOMC meeting is that Jay Powell, aka Nimble Jay, wants more flexibility in how the Fed conducts monetary policy. This makes perfect sense, as layer upon layer of forward guidance merely served to confuse market participants while unnecessarily tying the Fed’s hands.   Q: How confident are you that inflation will fall without a meaningful tightening in financial conditions? A: If we are talking about a horizon of 2-to-3 years, not very confident. As we discussed two weeks ago in a report entitled The New Neutral, the interest rate consistent with stable inflation and full employment is substantially higher than either the Fed believes or the market is pricing in. This means that the Fed is likely to keep rates too low for too long. However, if we are talking about a 12-month horizon, there is a high probability that inflation will fall dramatically, even if monetary policy stays very accommodative. Today’s inflation is largely driven by rising durable goods prices. Durables are the one category of the CPI basket where prices usually fall over time, so this is not a sustainable source of inflation (Chart 13). As demand shifts back from goods to services and supply bottlenecks abate, durable goods inflation will wane. Chart 14 shows that the price indices for a number of prominent categories of goods – including new and used vehicles, furniture and furnishings, building supplies, and IT equipment – are well above their trendlines. Not only is inflation in these categories likely to fall, but it is apt to turn negative, as the absolute level of prices reverts back to trend. This will put significant downward pressure on inflation. Chart 13Durable Goods Prices Are The Main Driver Of Inflation Chart 14Some Of These Prices Will Fall Outright Chart 15Wage Growth Has Picked Up, Especially At The Bottom Of The Income Distribution Granted, service inflation will accelerate this year as the labor market continues to tighten. However, rising service inflation is unlikely to offset falling goods inflation. While wage growth has accelerated, wage pressures have been concentrated at the bottom end of the wage distribution (Chart 15). According to the Census Household Pulse Survey, a record 8.75 million workers – many of them in relatively low-paid service jobs – were not working in the second week of January due to pandemic-related reasons (Chart 16). As the Omicron wave fades, most of these workers will re-enter the labor force. This should help boost labor participation among low-wage workers, which has recovered much less than for higher paid workers (Chart 17).   Chart 16The Pandemic Is Still Affecting Labor Supply Chart 17Employment In Low-Wage Industries Has Not Fully Recovered Q: Tensions between Ukraine and Russia have risen to a fever pitch. Could this destabilize global markets? Chart 18Valuations Matter For Long-Term Returns A: In a note published earlier today, Matt Gertken, BCA’s Chief Geopolitical Strategist, increased his odds that Russia will invade Ukraine from 50% to 75%. However, of that 75% war risk, he gives only 10% odds to Russia invading and conquering all of Ukraine. A much more likely scenario is one where Russia invades Donbas and perhaps a few other regions in Eastern or Southern Ukraine where there are large Russian-speaking populations and/or valuable coastal territory. While such a limited incursion would still invite sanctions from the West, Matt does not think that Russia will retaliate by cutting off oil and natural gas exports to Europe. Not only would such a retaliation deprive Russia of its main source of export earnings, but it could lead to a hostile response from countries such as Germany which so far have pushed for a more measured approach than the US has championed.   Q: Valuations are still very stretched. Even if the conflict in Ukraine does not spiral out of control and the goldilocks macroeconomic scenario of above-trend global growth and falling inflation comes to pass, hasn’t much of the good news already been discounted? A: US stocks are quite pricey. Both the Shiller PE ratio and households’ allocations to equities point to near-zero total returns for stocks over a 10-year horizon (Chart 18). That said, valuations are not a useful timing tool. The business cycle, rather than valuations, tends to dictate the path of stocks over medium-term horizons of 6-to-12 months (Chart 19). Chart 19AThe Business Cycle Drives The Stock Market Over Medium-Term Horizons (I) Chart 19BThe Business Cycle Drives The Stock Market Over Medium-Term Horizons (II) Moreover, stocks are not expensive everywhere. While US equities trade at 20.8-times forward earnings, non-US stocks trade at a more respectable 14.1-times. The valuation gap is even more extreme based on other measures such as normalized earnings, price-to-book, and price-to-sales (Chart 20). Chart 20AUS Stocks Are Trading At A Significant Premium To Their Non-US Peers (I) Chart 20BUS Stocks Are Trading At A Significant Premium To Their Non-US Peers (II) In terms of equity styles, both small caps and value stocks trade at a substantial discount to large caps and growth stocks (Chart 21). We recommend that investors overweight these cheaper areas of the market in 2022. Trade Recommendation: Go Long US Homebuilders Versus The S&P 500 US homebuilder stocks have fallen by 19.4% since December 10th. Beyond the general market malaise, worries about rising mortgage rates and soaring input costs have weighed on the sector. Yet, current valuations more than adequately discount these risks. The sector trades at 6.5-times forward earnings, a steep discount to the S&P 500. Whereas demand for new homes is near record high levels according to the National Association of Home Builders (NAHB) survey, the homeowner vacancy rate is at a multi-decade low. The supply of recently completed new homes is half of what it was on the eve of the pandemic (Chart 22). With demand continuing to outstrip supply, home prices will maintain their upward trend. As building material prices stabilize and worries about an overly aggressive Fed recede, homebuilder stocks will rally. Chart 21Value Stocks And Small Caps Are Cheap Chart 22US Homebuilders Looking Attractive Peter Berezin Chief Global Strategist peterb@bcaresearch.com Footnotes 1  The Federal Reserve targets an average inflation rate of 2% for the personal consumption expenditures (PCE) index. The TIPS breakeven is based on the CPI index. Due to compositional differences between the two indices, CPI inflation has historically averaged 30-to-50 basis points higher than PCE inflation. This is why the Fed effectively targets a CPI inflation rate of about 2.3%-to-2.5%. Global Investment Strategy View Matrix Special Trade Recommendations Current MacroQuant Model Scores