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Executive Summary High food and fertilizer prices are at risk of morphing into a full-blown food crisis in several developing countries. Some countries were plagued by severe food insecurity even before the Ukraine war broke out. The Ukraine war has upended two crucial aspects of food security: availability of food grains as well as the availability of fertilizers. A few Middle Eastern and African countries, who are dependent on both imported cereals and crude oil, are experiencing the greatest difficulty. The stock-to-use ratio of food grains is alarmingly low in several countries. Some of them also have high twin deficits (i.e., fiscal and current account deficits) – indicating that governments there would be hard-pressed to provide necessary relief. Several Countries Need To Import Over 90% Of Their Cereal Consumption Bottom Line: All aspects considered, we reckon Lebanon, Egypt, Kenya, Peru, Pakistan, and Sri Lanka to be the most at risk of experiencing a food crisis, and consequent socio-political upheaval. Feature Food prices have surged in most parts of the world. In some developing countries however, food inflation is threatening to morph into a food crisis. In the year ahead, high food and fertilizer prices could accentuate food insecurity in several poorer countries − with major socio-political ramifications. In this report, we identify the nations most at risk, especially among countries included in the MSCI Emerging and Frontier Equity Indexes. Our research indicates that Lebanon, Egypt, Kenya, Peru, Pakistan, and Sri Lanka are the most vulnerable to a food crisis, and consequent socio-political upheaval. Food Inflation: In The Stratosphere In a few countries such as Lebanon and Venezuela, food inflation is at a mind-boggling 370% and 200%, respectively. It is abnormally high in many other developing countries as well – including Turkey (92%), Argentina (64%), Iran (49%), Sri Lanka (45%), Ghana (30%), and Egypt (28%). In several other countries such as Colombia, Nigeria, Hungary, Bulgaria, and Kazakhstan, food prices are rising at about 20% or more. That is also the case in war-torn Ukraine and Russia (Chart 1). Chart 1Food Inflation Has Become Extremely Painful In Some Countries In a few countries such as Turkey, Pakistan and Sri Lanka, currency depreciation could explain part of the rise in food prices. Chart 2Food Prices Began To Surge Well Before The Ukraine Crisis That said, given that only a minor share of all food consumed is imported by these countries, the sharp rise in overall food prices cannot be explained away by currency depreciation alone. Rather, it points to genuine price pressures in domestically grown food. That is also the case in all other countries where food inflation is higher than currency depreciation. Notably, in many of these countries, food inflation was quite high even before the Ukraine war broke out. Indeed, global food grain prices had begun to surge in mid-2020 – well before Russia’s invasion began (Chart 2). And yet, the onset of the Ukraine war and the resulting sanctions and logistics bottlenecks have worsened the situation dramatically. Even though food prices have eased marginally in the past couple of weeks, they are still extremely elevated compared to pre-pandemic levels. More worryingly, many countries are now at risk of experiencing a full-blown food crisis.  Pre-existing Food Insecurity Some developing countries are more susceptible to a food crisis than others. This is because they were already plagued by food insecurity even before the Ukraine war broke out. The x-axis of Chart 3 shows the extent of “severe food insecurity”1 in various developing nations, as per the United Nations’ Food and Agriculture Organization (FAO). Kenya, Nigeria, South Africa and Peru stand out in this respect among the countries included in the MSCI EM & Frontier market equity indexes: as high as 18 to 26% of the total population in these countries experienced severe food insecurity between 2018 and 2020. Chart 3Countries With Pre-Existing Food Insecurity Are More At Risk Notably, these countries also happen to have high fiscal deficits; and in some cases, high public debt (Chart 3, y-axis). This leaves their governments with less room to provide necessary relief should an acute food crisis hit their population. Not surprisingly, some of the countries plagued by severe food insecurity are highly dependent on grain imports to meet their domestic demand. The x-axis of Chart 4 shows the cereal import dependency of various countries as a percentage of their cereal intake. Most middle eastern countries such as Lebanon, Jordan, Kuwait, Saudi Arabia and Oman need to import nearly all of their cereal consumptions, as per FAO data. That said, what sets the truly vulnerable cereal importers apart from the rest is that some of them do not have much export earnings to pay for their rising food import bills. For instance, in Lebanon, food imports alone cost two-thirds of its total goods export revenues before the pandemic, according to FAO. For Egypt, Jordan and Kenya, food imports used up over 40% of their export earnings (Chart 4, y-axis). Chart 4Several Countries Need To Import Over 90% Of Their Cereal Consumption These figures must have gone up further as food prices have risen significantly in the past two years. If high food prices persist, the balance of payments of these countries will deteriorate further. That, in turn, will negatively affect their currencies and general inflation.  High Oil Prices Adding To The Woes Many oil and gas producers in the Middle East and Africa are also large net importers of food. Current high crude prices, however, are helping them to foot their food bills. But countries who need to import both food and oil and gas are facing a double whammy. Chart 5 shows that several food importers are indeed large net importers of oil and gas too. On this parameter, Lebanon, Pakistan, Jordan and Kenya appear to be facing the most acute pain − their annual food plus net oil import bills are very high, ranging from 60 to 120% of their goods export revenues. Needless to say, if both food and oil prices remain elevated, these nations could face major socio-economic upheavals. Chart 5Countries Which Need To Import Both Food And Fuel Are The Most Distressed Chart 6Industrial Metals And Ore Producers Will Face More Pain Going Forward On a separate note, many producers of industrial metals/raw materials such as Chile and Peru may also soon experience more difficulties. The reason is that industrial metal prices have recently rolled over relative to food prices (Chart 6). Going forward, slowing global growth will likely push down industrial metal prices further, robbing these nations of a major source of income. Falling income amid high food prices would hurt the population even more, as the former will also limit the authorities’ ability to provide relief. The Implications Of The Ukraine War Could Linger The Ukraine war has upended the two most crucial aspects of food security: availability of food grains and fertilizers. Notably, the exportable surplus of food and fertilizers in the world are concentrated in only a handful of countries. Russia and Ukraine are key among them. In the case of wheat, 28% of global exports (in volume terms) in 2021 came from Russia (18%) and Ukraine (10%),  as per the FAO. In the case of barley, their share was 24%, and for corn (maize) 12%. Chart 7Grain Prices Have Surged Across The Board These two countries are dominant in some oilseed exports as well. Ukraine (37%) and Russia (26%) together held about two-thirds of the global sunflower oil export market share. In the case of rapeseed, Ukraine had about 20% of global export share. Much of these supplies now face severe logistical hurdles. That, in turn, has pushed up grain and edible oil prices globally, hurting all countries whether they are dependent on food imports or not (Chart 7). That said, the countries who are heavily dependent on Russian and Ukrainian supplies are particularly hit hard. Chart 8 shows the import dependency of some countries on Russian and Ukrainian wheat. Turkey, Lebanon and Egypt will have to urgently find alternative suppliers as a very large share of their imports now face uncertainty. The same can be said about Eritrea, Somalia and some former Soviet republics.    In the case of fertilizers, Russia was the largest supplier of nitrogen-based fertilizers2 (the kind that is most heavily used) at 17% of global exports in 2021. The country was also the second largest exporter of potassium-based fertilizer (23%), and the third largest in phosphorus-based fertilizers (16%). Ukraine, however, has not been a big exporter of fertilizers. Just like in the case of wheat, several countries had been highly dependent on Russian fertilizers. Among EM countries, Peru procured 42% of its fertilizer needs from Russia last year. Brazil, Mexico, and Colombia each imported about 22% from Russia. That figure was substantially higher for some other developing countries such as Ghana (37%), Cameroon (47%), and Honduras (50%) (Chart 9). Given the numerous sanctions imposed on a multitude of Russian entities, shipments of Russian fertilizers are now at risk. As such, all these countries need to find substitute suppliers urgently.  Chart 8Russia And Ukraine Supplied Over 80% Of Wheat Imports For Many Countries Chart 9Russia Supplied Over 40% Of Fertilizer Imports For Many Countries   Notably, it’s not just the logistics/availability issues that fertilizer users must contend with. Prices of fertilizers have also surged by a massive 200 to 300% compared to pre-pandemic levels. The reason for that is sky-high natural gas prices, which is the primary feedstock of (nitrogen-based) fertilizers (Chart 10). Chart 10High Natural Gas Prices Will Keep Fertilizers Expensive Since Russia is also a major natural gas producer, the current situation does not bode well for the fertilizer price relief outlook. New western sanctions on Russia and countermeasures by Russia are continuing relentlessly. As such, one can expect that natural gas prices will likely stay elevated for the foreseeable future. That will keep fertilizers expensive. Meanwhile, the scarcity and/or high prices of fertilizers would force farmers in many poor countries to curtail their fertilizer use during the ongoing / upcoming crop season. That in turn would imperil their domestic food production, accentuating overall food scarcity. Where Do Countries’ Food Stocks Stand Now? Chart 11 shows various developing countries’ combined stockpile of food grains (wheat, corn and soybean) relative to their yearly usage (i.e., the stock-to-use ratio). Chart 11The Stock Of Foodgrains Is Precariously Low In Many Countries Among the countries who have high cereal import dependency (and, who are not oil producers), the stock-to-use ratio is particularly low for Lebanon, Jordan, Chile, Peru, and Egypt. Since some of the countries with low food stock-to-use ratio are also dependent on imported food and fertilizers, they are even more susceptible to an outright food shortage this year. Lebanon, Egypt and Peru are three such countries among MSCI included ones. If various countries’ stock-to-use figures are juxtaposed with their twin deficits, their wherewithal to provide necessary relief should their food stocks become inadequate can be demonstrated. Chart 12 shows that several countries with a low food stock-to-use ratio are also plagued by high twin deficits, and therefore low capacity to provide relief. Examples are Lebanon, Jordan, Egypt, Nigeria and Venezuela. Chart 12Some Countries With Low Food Stock Have A Low Capacity To Provide Relief Food Price Shock: Is It Inflationary Or Deflationary? High food prices can sometimes lead to higher general inflation. The starting point of that is usually household inflation expectations: facing higher grocery prices every day, consumer expectations of future prices become unmoored. That said, whether the higher inflation ‘expectations’ will evolve into higher ‘realized’ inflation depends on households’ (labor) power to negotiate wages. If they are successful to gain higher wages, core inflation also begins to rise in tandem with food inflation, which might eventually lead to a wage-inflation spiral. In most developing nations, however, that does not look to be the case. Wages are rising sharply in only a handful of countries. Moreover, since a very high share of consumer spending in developing countries is accorded to food (25% to 55%), higher food bills are eating substantially into households’ real discretionary spending. That does not bode well for (non-food) corporate earnings. In addition, the central banks in many developing economies are raising interest rates in response to high inflation. All these will likely push many developing economies on the brink of a recession.   Investment Conclusions Currently, most emerging and frontier market nations are facing a deteriorating growth outlook – thanks to tight fiscal and tightening monetary policies domestically, a very strong US dollar, rising global interest rates, and a subpar Chinese recovery. High food and/or fuel prices are additional ‘taxes’ on their economies, and especially for the import-dependent ones. As a result, their growth will be stymied further. The consequence could well be socio-political volatility. Incidentally, the last time global food prices witnessed a major surge (about 40%) was back in 2010. That was soon followed by social upheavals in much of the Middle East (known as the ‘Arab Spring’) and elsewhere in the developing world. In the present episode, food prices have risen by 70% in two years. As mentioned, some of the countries facing food and fertilizer scarcity are also plagued by low grains stocks (relative to requirement) and have weak fiscal and external accounts. Considering all the aspects, we reckon that Lebanon, Jordan, Egypt, Kenya, Peru, Pakistan, and Sri Lanka are most-at-risk of slipping into a food crisis this year and beyond. Incidentally, the Emerging Markets Strategy team holds a bearish view on the near-term performances of EM stocks and bonds. Investors should stay underweight EM relative to global equities and bonds. Absolute return investors should stay on the sidelines. Rajeeb Pramanik Senior EM Strategist rajeeb.pramanik@bcaresearch.com Sebastian Rodriguez Research Associate sebastian.rodriguez@bcaresearch.com     Footnotes 1     Severe food insecurity refers to missing meals and/or reduced food intake because of financial constraints 2     The three main type of chemical fertilizers are nitrogen-based (urea and ammonia), potassium-based (potash), and phosphorus-based (phosphates).

Executive Summary An Optimal Control Policy We could see some modest near-term downside in Treasury yields as inflation rolls over during the next few months, but we caution against turning overly bullish on bonds even if you anticipate a recession. An optimal control approach to monetary policy tells us that the Fed should be willing to accept a significant increase in the unemployment rate to tame inflation. The implication is that the next recession may not be met with the dramatic easing of monetary policy we have become accustomed to. Short-maturity real yields remain deeply negative, but they will move into positive territory before the end of the economic cycle. Indicators of corporate balance sheet health are not flashing red, but they are moving in the wrong direction.   Bottom Line: Investors should keep portfolio duration close to benchmark, maintain a defensive posture on corporate bonds and short 2-year TIPS.   The Return Of Optimal Control Bonds rallied into the close last week and, as of Monday morning, their gains have only been partially unwound. The 2-year Treasury yield is down to 3.07% from its recent high of 3.45% and the 10-year yield is down to 3.16% from its recent high of 3.49% (Chart 1). The 2-year/10-year Treasury slope remains close to inversion at 9 bps (Chart 1, bottom panel). Increasingly, the message from the Treasury market is that the Fed is no longer playing catch-up to runaway inflation. Rather, the dominant market narrative is that the Fed may have to moderate its hiking pace to avoid an economic recession. With the unemployment rate at 3.6% and nonfarm payroll growth averaging +408k during the past three months, the US economy is clearly not in a recession today. That said, leading indicators are pointing to increased risk of a downturn within the next 12 months. For example, the S&P Global Manufacturing PMI fell sharply last week from 57.0 to 52.4 (Chart 2). The more widely tracked ISM Manufacturing PMI remains elevated at 56.1, but regional Fed surveys and trends in financial conditions suggest that the ISM could dip into contractionary territory during the next few months (Chart 2, bottom 2 panels). Chart 1Treasury Yields Chart 2Recession Risk Is Rising This is obviously a tricky situation for the Fed as there is a risk that its two mandates of price stability and maximum employment could come into conflict. Not surprisingly, the Fed has a playbook for these sorts of situations, one that was described by Janet Yellen as “optimal control” in a 2012 speech.1 Under an optimal control approach to policymaking the Fed specifies a loss function that is based on deviations of inflation from its 2% target and of the unemployment rate from its estimated full employment level. Understanding that it will be impossible to perfectly achieve both of its objectives, the Fed attempts to set policy so that the output of the loss function is minimized. One example of a simple loss function was given by St. Louis Fed President James Bullard in a speech from 2014.2 That function is as follows: Distance From Goals = (π – π*)2 + (μ - μ*)2 Where: π = inflation π* = The Fed’s target inflation rate μ = the unemployment rate μ* = The Fed’s estimate of the unemployment rate consistent with full employment Chart 3An Optimal Control Policy Let’s apply Bullard’s loss function to the present-day economic situation. The top panel of Chart 3 shows the square root of the function’s output. The Fed’s goal, of course, is to get that line as close to zero as possible. First, let’s see what happens if we input the median FOMC member’s forecast for core PCE inflation and the unemployment rate. That forecast has core PCE inflation falling to 4.3% by the end of this year and it has the unemployment rate edging up to 3.7%. Not surprisingly, this scenario leads to a modest improvement in Bullard’s loss function. Now let’s examine an alternative scenario where core PCE inflation falls to 4% by the end of the year but we set the loss function to remain at its current level. That outcome can be achieved even with the unemployment rate rising to 6.68%. This scenario is instructive. It tells us that, from an optimal control perspective, the Fed would be willing to tolerate an increase in the unemployment rate all the way up to 6.68% if it meant that inflation would fall back down to 4%. Why is this example important? It’s important because it gives us some perspective on what sort of labor market pain the Fed may be willing to tolerate to tame inflation. More specifically, there is a growing sense among some market participants that the US economy will soon fall into recession and that recessions are usually accompanied by Fed rate cuts. However, the magnitude of the increase in the unemployment rate that is shown in our alternative scenario would almost certainly be classified as a recession, but an optimal control perspective tells us that the Fed shouldn’t back away from tightening if that were to occur. The bottom line is that while we could see some modest near-term downside in Treasury yields as inflation rolls over during the next few months, we caution against turning overly bullish on bonds even if you anticipate a recession within the next 6-12 months. Given where inflation is today, there are strong odds that the Fed would respond to a rising unemployment rate by simply tempering its pace of rate hikes or perhaps temporarily pausing. Optimal control tells us that we would need to see an extremely large employment shock for the Fed to consider reversing course and cutting rates. Investors should stick with ‘at benchmark’ portfolio duration for the time being. A Quick Note On Real Yields   Chart 4Short 2-Year TIPS The 2-year real yield has risen to -0.70% from a 2021 low of -3.05%, but we have high conviction that it has further to run (Chart 4). At the press conference following the June FOMC meeting, Fed Chair Powell hinted that he viewed positive real yields across the entire Treasury curve as a reasonable intermediate-term goal. He then made similar claims when testifying before the Senate last week: It’s really only the very short end of the curve where our rates are still in negative territory from a real perspective. If you look further out, real rates are positive right across the curve and that’s really what you’re trying to achieve in a situation like this where we have 40 year highs in inflation.3 One way or another, we think it is highly likely that the Fed will achieve its goal of positive real yields across the entire curve. This could happen in a benign scenario where falling inflation expectations push short-maturity real yields higher. Or, it could happen in a more dramatic fashion where inflation expectations remain elevated but that only quickens the pace of Fed tightening. In that scenario, rising short-maturity nominal yields would drag real yields with them. Either way, investors should continue to hold outright short positions in 2-year TIPS. Corporate Health Check-Up In prior reports we noted the extremely good condition of corporate balance sheets, while also suggesting that balance sheet health would deteriorate going forward.4  An updated read on the status of corporate balance sheets suggests that conditions are still favorable, but much less so than even a few months ago. We begin with our Corporate Health Monitor (CHM), a composite indicator of six financial ratios calculated from the US National Accounts data for the nonfinancial corporate sector. This indicator was deep in “improving health” territory at the end of 2021, but it moved close to neutral in 2022 Q1 (Chart 5). Ratings trends, meanwhile, send a similar message. Through the end of May, upgrades continued to dramatically outpace downgrades in the investment grade space (Chart 5, panel 2), but the rate of net upgrades slowed somewhat in high-yield (Chart 5, bottom panel). Digging deeper, we find that the main culprit behind the CHM’s recent jump is a large drop in the ratio of Free Cash Flow to Total Debt (Chart 6). This drop occurred because after-tax cash flows held roughly flat in Q1 but capital expenditures surged, causing free cash flow to dip (Chart 6, panel 2). Chart 5Corporate Health Monitor Chart 6Capex Surged In Q1 This trend is confirmed by another important indicator of corporate balance sheet health, the financing gap. The financing gap is the difference between capital expenditures and retained earnings. A positive financing gap means that retained earnings are insufficient to cover capital expenditures and firms therefore have an incentive to tap debt markets. We see that the financing gap jumped sharply in Q1, from deeply negative into positive territory (Chart 7). Chart 7The Financing Gap Is Positive A positive financing gap on its own does not send a negative signal for corporate defaults. However, when a positive financing gap coincides with tightening lending standards, then an increase in the default rate becomes likely. For now, lending standards are close to unchanged (Chart 7, bottom panel), but there is a strong chance that continued Fed hiking will push them into ‘net tightening’ territory in the months ahead. Investment Implications Chart 8Attractive Value In HY Corporate balance sheet health isn’t quite flashing red, but it is certainly trending in the wrong direction. With continued Fed tightening likely to weigh on lending standards and interest coverage going forward, a defensive posture toward corporate bonds is warranted. We continue to recommend an underweight allocation (2 out of 5) to investment grade corporate bonds in US fixed income portfolios. We maintain a somewhat higher neutral (3 out of 5) allocation to high-yield bonds for the time being. This is because high-yield valuation is quite attractive, and we see potential for some near-term spread tightening as inflation rolls over (Chart 8). That said, the sector’s long-term return prospects are not good, and we will consider turning more defensive should the average high-yield spread narrow to its 2017-19 average or should core inflation move closer to our 4% target.   Ryan Swift US Bond Strategist rswift@bcaresearch.com Footnotes 1  https://www.federalreserve.gov/newsevents/speech/yellen20120606a.htm 2 https://www.stlouisfed.org/from-the-president/-/media/project/frbstl/stlouisfed/files/pdfs/bullard/remarks/bullardowensborokychamberofcommerce17july2014final.pdf   3 https://www.c-span.org/video/?521106-1/federal-reserve-chair-jerome-powell-testifies-inflation-economy 4 Please see US Bond Strategy / Global Fixed Income Strategy Special Report, “Turning Defensive On US Corporate Bonds”, dated April 12, 2022. Recommended Portfolio Specification Other Recommendations Treasury Index Returns Spread Product Returns

Executive Summary Small Do Poorly During The Slowdown Phase Small Caps are a more cyclical and high-octane version of Large Caps. Small underperforms Large during the slowdown stage of the business cycle. The yield curve is flattening and is close to inversion – a signal that does not bode well for the outperformance of Small vs. Large either. Rising high-yield spreads are a bad omen for the outperformance of small caps. Small caps are incredibly cheap both in real and absolute terms. They are also oversold. The profitability of both small and large companies is under pressure, but small companies have fewer resources and are less resilient. Earnings growth estimates for both Large and Small are unrealistically high and misleading. We expect an earnings recession, and negative earnings growth is likely for both asset classes. Bottom Line: Small caps are a more cyclical, lower quality, high-octane asset class than Large caps and face significant macroeconomic headwinds from slowing economic growth. We recommend underweighting Small relative to Large, despite attractive valuations, until macroeconomic uncertainty dissipates, inflation turns, and earnings deceleration gets priced in. Feature In the front section of our June 6, Style Chart Pack, we upgraded Growth and downgraded Value both to equal weight, making the case that Growth vs Value divergence in performance has likely run its course – with economic growth slowing, companies with strong fundamentals and stable earnings are much more valuable. We also stated that once macroeconomic uncertainty dissipates, we will be able to pounce and shift Growth to overweight, and Value to underweight. In this week’s report, we will revisit our overweight Small/underweight Large allocation – a position that has been bleeding red ink since November. The question on our mind is what to do with an underperforming position – be patient or have losses? We ground this report in an analysis we conducted a year ago in the “Is It A Small World After All” report. Sneak Preview: The macroeconomic backdrop for Small is unfavorable, and its earnings growth is about to decelerate – yet much of the bad news is already priced in. However, Small is unlikely to outperform in a sustainable way until inflation turns, and economic uncertainty dissipates. We shift Small to underweight and Large to overweight. Premise For Our Call Last Fall We will start this report by reviewing the history of the call. We upgraded the allocation of Small vs. Large to overweight, making a case based on valuations, strong earnings growth, and demonstrated ability to outperform under duress. We also relied on the empirical analysis that showed that Small held its own in the environment of rising rates. In the “2022 Outlook” report, we highlighted risks to our call. We quote: ”If economic growth disappoints, and the yield curve continues its relentless flattening, signifying a Fed policy mistake or the onset of another COVID Greek, Small is bound to underperform. Margins are narrow and continued cost pressures, especially surging labor costs, have the potential to dent small caps’ profitability. Yet, on a balance of probabilities of such an outcome vs. attractive valuations and fundamentals, this is a risk we are willing to take.” Unfortunately, most of the risks we highlighted have come to pass. Since October 4, the S&P 600 has underperformed the S&P 500 by 5.5%, with most losses accumulating between December and February  (Chart 1). Small is down 26% off its peak in November, 2021. However, recently its relative performance has stabilized (Table 1). What’s next? Chart 1Small Outperformed On The Back of Post-Covid Recovery, But Has Been Lagging Ever Since Table 1Performance Summary Small Vs. Large Sector Composition The differences in sector composition of the S&P 500 vs. the S&P 600 have profound implications for relative performance during different stages of the business cycle and various macroeconomic regimes. On a sector level, Small has a higher allocation to Financials, Industrials, and Real Estate, while Large has more weight in Technology and Healthcare (Chart 2). Chart 2Small Vs. Large Sector Breakdown By grouping sectors into the cyclical vs. defensive categories, we observe that Small has a lower allocation to Defensives, and a higher allocation to Cyclicals: The Cyclical/Defensive gap between the asset classes is roughly 18%. This also indicates that Small has higher operating leverage than Large. Small is also overweight early cyclical sectors by 8% (Chart 3), which explains the underperformance of small-capitalization stocks at times of strain (corrections, economic contraction, a risk-off environment), as well as the “out-of-the-gate” behavior during recoveries and bear market rallies. Small’s higher weight in Financials increases its sensitivity to the slope of the yield curve. Chart 3Small Vs. Large Style Breakdown Bottom Line: Small is a more cyclical and high-octane version of Large. Macroeconomic Backdrop Nothing matters more for the relative performance of Small vs. Large than a macroeconomic backdrop that highlights differences in sector composition, credit quality, and intrinsic profitability of these asset classes. Large Caps Reign During The Slowdown Stage Of The Business Cycle The May inflation surprise has solidified the Fed’s resolve to fight inflation, which it executes by aggressive tightening of monetary conditions. A tighter monetary policy is designed to slow economic growth and curtail demand (Chart 4). As we have written over the past several months, US economic growth is already slowing and is surprising on the downside (Chart 5). Bloomberg consensus expects the economy to grow at 2.5% over the next 12 months, which is a sharp slowdown from 2021. Chart 4Financial Conditions Are Tight... Chart 5...And Economic Growth Is Slowing Small caps tend to underperform larger companies during the slowdown stage of the business cycle (Chart 6) due to their overweight in Early Cyclicals and shortage of Defensive Growth. In addition, slower economic growth hits smaller and less profitable companies much harder than their larger brethren. Bottom Line: Small underperforms Large during the slowdown stage of the business cycle. Chart 6Small Do Poorly During The Slowdown Phase Yield Curve Flattening Is Unfavorable For The Outperformance Of Small Small caps thrive in an environment of accelerating growth, which is a necessary tailwind for smaller, younger, and less profitable companies. A flatter yield curve signals upcoming growth deceleration, which is a drop of poison in the outlook for Small (Chart 7). In addition, small caps have a higher allocation to regional banks, which are extremely sensitive to the shape of the yield curve. The spread between the borrowing rate (the short-term rate on deposits) and the lending rate (on long-term loans) is the source of profitability and determines the bank’s net income margins. Prior empirical analysis validates this: During periods of a flattening yield curve, Small underperformed Large over the following three months (Chart 8). Chart 7Flattening Yield Curve Drags Down Relative Performance Of Small Vs Large Chart 8Small Underperforms When Yield Curve Is Flattening Recently the Treasury 10-2Y curve has flattened, coming down from 0.9% in January to 0.1% by the end of June, and is dangerously close to inversion, which is a classical predictor of a looming recession. Bottom Line: The yield curve is flattening and is close to inversion – a signal that does not bode well for the outperformance of Small vs. Large. HY Spreads Also Signal Underperformance Another important signal for Small vs. Large is the direction of change in HY spreads. Small caps are riskier and more leveraged than their large-cap peers (Chart 9). Not surprisingly, they also tend to have lower credit ratings: Indeed, the median rating for a small-cap stock is B+, which falls straight into the high-yield territory. As a result, the fate of small caps is closely tied to that of HY debt and is linked to both its spreads and its default trends. Higher yields and higher defaults would be a sign of distress for the small-cap universe. Therefore, the relative performance of small caps is inversely correlated to HY spreads (Chart 10A). Chart 9Small Caps Are More Leveraged Than Large Caps Over the past several months, HY spreads have blown out from 2.8% to 5.2% and will continue widening in the near future: As the US economy is edging towards a recession, historically low default rates are likely to rise. Spreads widening off an already high level of 500 bps historically have been followed by relative underperformance of Small over the next three months 60% of the time (Chart 10B). Bottom Line: Rising high yield spreads are a bad omen for the outperformance of small caps. Chart 10ASmall Caps Performance... Chart 10B...Is Inversely Correlated With HY Spreads Inflation Regimes Having razor-thin margins, smaller companies hate inflation. Not only do they have difficulty budgeting and planning ahead but also they are often not able to convert sales growth into earnings growth, i.e., their costs may grow faster than their revenues. According to the most recent NFIB survey, 28% of small businesses consider inflation their biggest problem compared to 1-2% in 2019 (Chart 11). The second largest problem is labor quality concerns at 23%. Of course, these two problems are inherently interlinked, igniting a wage-price spiral. Empirical analysis of the relative performance of Small vs. Large in different inflation regimes since 1984 suggests that unless inflation rolls over, Small is likely to continue to underperform (Chart 12). Bottom Line: Small will outperform once inflation turns the corner. Until then, it will lead bear market rallies that will be spurred by hopes of falling inflation and a less hawkish Fed. Chart 11No Comments Needed Chart 12Inflation Is A Major Headwind Valuations And Fundamentals Small Caps’ Valuations Are At The Lowest Level In A Decade Small caps were very cheap back in October, but they have gotten even cheaper since then. Yet another example of valuation being a poor timing tool: All too often, cheap assets just keep getting cheaper, and expensive assets get more expensive. Currently, small caps trade with a nearly 30% discount to Large both on a forward and on a trailing earnings basis, while historically, a small-cap premium was more of the norm (Table 2). The small caps’ valuations have hit the lowest level in 10 years, both on an absolute and relative basis. The BCA valuations indicator is trading more than two standard deviations below its historical average (Chart 13, top panel). The BCA technical indicator signals oversold conditions (Chart 13, bottom panel). Chart 13Cheap For A Reason Table 2Valuations Summary Bottom Line: Small caps are incredibly cheap both in real and absolute terms. They are also oversold. Small-Cap Margins Are Under Pressure Small companies are always less profitable than their large-cap brethren as they lack economies of scale, and many of these companies are either younger or less successful than bigger companies. As a result, the margins of smaller companies are usually about 500 bps lower than those of their larger peers (Chart 14). Having thin margins, small caps don’t have much room for error in dealing with the same challenges larger companies are facing, i.e., rising costs of transportation, raw materials, and energy. Yet, it is the cost of labor, which is stickier than other components and is the largest component of cost structure, that has the potential to dent the profitability of small caps. The NFIB survey shows that 25% of small businesses intend to raise employee wages, which are growing at over 5.5%. It is not surprising, that on a net basis, nearly 25% of small companies reported declining profitability (Chart 15). Therefore, it is unsurprising that margins of Small have also started to contract. Chart 14Margins To Contract Chart 15Profits Are Collapsing Bottom Line: The profitability of both small and large companies is under pressure, but small companies have fewer resources and are less resilient. Earnings Expectations For Small Have Turned Down, Albeit From High Levels The market expects the S&P 500 and the S&P 600 to grow earnings by 10% and 13% respectively over the next 12 months (Table 3). Small is getting more analyst upgrades than Large (Chart 16). Table 3The Street's Forecasts We concluded in the “Is Earnings Recession Likely?” report that earnings expectations are unreasonably high and don’t reconcile with the underlying economic conditions. Slowing economic growth is bound to weigh on earnings growth (Chart 17). We believe that an earnings recession is likely and estimates just do not reflect the reality on the ground and need to come down. Chart 16But Sell-side Analysts Are Optimistic Chart 17Earnings Have Turned Arguably, small-cap earnings growth will contract more than that of large caps, as Small is a high-octane, high-beta asset class with high exposure to cyclicals and a higher degree of operating leverage. Bottom Line: Earnings growth estimates for both Large and Small are unrealistically high and are misleading. We expect an earnings recession and negative earnings growth is likely for both asset classes. Investment Implications To sum up the analysis, we have put together a Small/Large scorecard (Table 4). Table 4Scorecard We conclude that the macroeconomic backdrop is extremely unfavorable for Small compared to Large. Small caps tend to underperform in the environment of slowing growth as lower levels of profitability make this asset class vulnerable in a downturn. Rising high yield spreads and the increasing probability of defaults don’t bode well for Small as it is a lower-quality asset class. Inflation is also a headwind. And last, earnings expectations for both Small and Large are too high and do not reflect the reality on the ground – earnings growth will decelerate, and earnings of Small will contract further than Large. On the positive side, Small is incredibly cheap both in relative and absolute terms. It is also oversold relative to Large. It is fair to conclude that much of the adversity is already priced in, and Small is unlikely to fall much further. On the first whiff of lower inflation, Small will bounce and will outperform Large and other asset classes. However, sustainable outperformance is unlikely until inflation rolls over and monetary conditions stabilize. We believe that for patient investors with a long investment horizon, buying Small at this level is attractive. However, on a tactical basis, we will underweight Small relative to Large until macroeconomic headwinds clear. Bottom Line Small caps are a more cyclical, lower quality, high-octane asset class than Large caps and face significant macroeconomic headwinds from slowing economic growth. Their profitability is also under pressure from rising costs of raw materials and spiraling labor costs. We recommend underweighting Small relative to Large, despite attractive valuations, until macroeconomic uncertainty dissipates, inflation turns, and earnings deceleration gets priced in. We also want to highlight that Small will be a certain leader in the bear market rallies.   Irene Tunkel Chief Strategist, US Equity Strategy irene.tunkel@bcaresearch.com   Recommended Allocation Recommended Allocation: Addendum