Inflation/Deflation

Highlights Money Supply Drivers: About 70% of the unprecedented increase in broad money supply is the result of the Fed’s asset purchase activity. The remaining 30% is due to an uptick in C&I loan growth, almost all of which is from nonfinancial firms tapping existing credit lines, an activity that will taper off in the coming months. Money Supply Impact: We don’t find broad money supply measures (M1 and M2) to be useful indicators of economic growth, inflation or financial asset performance. Bank Bonds: After viewing the results of the Fed’s stress tests, we still think the odds of bank ratings downgrades this year are low. Investors should stay overweight subordinate bank bonds. Feature The COVID-19 recession and associated policy response have led to unprecedented moves in a number of economic indicators. In this week’s report we focus on one such move that is particularly difficult to square with the rest of the economic landscape, at least judging by the large volume of client questions we’ve received on the topic. The move in question: Broad money supply growth (M1 & M2) is faster today than at any time since the mid-1940s (Chart 1). This week, we look at what has driven money growth to such heights and consider what it might mean for bond investors. We also update our call to overweight subordinate bank bonds based on last week’s release of the Fed’s bank stress tests. Chart 1Massive Money Growth! Massive Money Growth! Massive Money Growth! Money Supply Drivers The US economy’s broad money supply is more or less the sum total of all the money sitting in bank deposits at any point in time. More specifically, the M1 measure includes currency in circulation, demand deposits and traveler’s checks. The M2 measure includes all of M1 plus savings accounts, time deposits and retail money market funds. Fed asset purchases and bank lending are the two drivers of money supply growth. There are two ways for these broad money supply measures to grow. First, the Fed can purchase securities from the private market. Second, banks can lend money to the private sector. We consider both of these drivers in turn. The Federal Reserve’s Contribution To Money Growth The Fed influences the money supply by changing the amount of reserves in the banking system. To see how this works, Table 1 shows recent balance sheets for both the Fed and the aggregate US banking system. Table 1The Link Between The Fed’s Balance Sheet And The Aggregate US Banking System The Case Against The Money Supply The Case Against The Money Supply The largest line items on the Fed’s balance sheet are the securities it owns (on the asset side) and the reserves it supplies to the banking system (on the liability side). The Treasury Department’s General Account has also become a sizeable liability for the Fed during the past couple of months (see Box). Box 1: The Large Treasury General Account Is Not Stimulus Waiting To Be Deployed The Treasury General Account (TGA), aka the Treasury Department’s cash account at the Fed, has skyrocketed during the past couple of months and now totals $1.6 trillion (Chart 3). This has prompted more than a few client questions, mostly asking whether this large amount of money represents fiscal stimulus that is waiting to be deployed. Chart 3Treasury Holds A Huge Cash Buffer Treasury Holds A Huge Cash Buffer Treasury Holds A Huge Cash Buffer It does not. Any new fiscal stimulus must be authorized by Congress and with most of the funds from the CARES act having already been paid out, any further fiscal stimulus is contingent upon Congress passing a follow-up bill. So why is the TGA balance so large? The Treasury Department’s job is to finance the federal government’s deficit by issuing bonds. To do this, it must make estimates about what tax revenues and government spending will be in the future. To avoid a situation where it has not issued enough bonds to finance the deficit, it will typically err on the side of caution and issue some extra bonds, holding the proceeds in cash in its account at the Fed. Due to the heightened uncertainty of the current macro environment, it recently decided to target a larger-than-usual cash balance of $800 billion. It even overshot that target during the past couple of months, likely because tax revenues came in higher than expected. Going forward, heightened uncertainty about federal deficit projections will ensure that the Treasury continues to hold an elevated cash balance. However, it will probably try to bring the TGA balance down a bit in the second half of the year, closer to its stated $800 billion target. It will accomplish this by simply issuing fewer T-bills in the second half of the year. This will have the result of increasing the broad money supply through the same mechanism as Fed asset purchases. That is, any drawdown in the TGA increases the amount of reserves supplied on the liability side of the Fed’s balance sheet. When the Fed buys a Treasury security it removes that security from the private market and replaces it with cash in the form of a bank reserve. Those bank reserves are a liability for the Fed, but appear on the asset side of the banking sector’s aggregate balance sheet. Please note that the amount of reserves supplied on the Fed’s balance sheet in Table 1 doesn’t exactly match the amount of reserves shown on the banking sector’s balance sheet. This is only because the numbers were recorded on different days. Turning to the banking sector’s balance sheet, we see that when the amount of reserves increases there are only a few different things that can occur to keep the balance sheet in balance. Banks can accommodate the increase in reserves by reducing the amount of loans or securities they hold. Alternatively, banks can raise capital, borrow in private debt markets or show an increase in deposits. When banks accommodate the increase in reserves by raising deposits, the money supply rises. Charts 2A and 2B show the change in the main items on the aggregate banking system balance sheet since the end of February. First, we see that banks did not reduce their other asset holdings in response to the sharp increase in reserves. Neither did they raise capital or debt. Rather, deposit growth accommodated the entire increase in bank reserves. Chart 2AChange In Commercial Bank Assets: February 26 To June 17, 2020 The Case Against The Money Supply The Case Against The Money Supply Chart 2BChange In Commercial Bank Liabilities & Capital: February 26 To June 17, 2020 The Case Against The Money Supply The Case Against The Money Supply In fact, deposits have grown by about $2 trillion since February compared to reserve growth of $1.4 trillion. Roughly, we can say that Fed asset purchases are responsible for 70% of the growth in the money supply since then. The remaining 30% is attributable to the second driver of the money supply: bank lending. Bank Lending’s Contribution To Money Growth Looking again at Table 1, we see that an increase in bank loans must also lead to an increase in deposits, unless the bank raises debt and/or capital instead. Further, Chart 2A shows that increased bank lending since February accounts for about 30% of the growth in deposits. However, we expect bank loan growth to moderate in the coming months, easing some of the upward pressure on the money supply. This year's increase in bank loan growth has been driven entirely by C&I loans. A look at bank loan growth by category shows that this year’s increase has been driven entirely by Commercial & Industrial (C&I) loans (Chart 4). Growth in other major loan categories – commercial real estate, residential real estate and consumer – has flagged. Further, the increase in C&I lending has been mostly due to firms drawing on existing credit lines. Chart 4A Spike In C&I Lending A Spike In C&I Lending A Spike In C&I Lending The Fed’s Senior Loan Officer Survey for the first quarter of 2020 showed a small increase in C&I loan demand. But the survey also asked about potential reasons for the demand uptick (Chart 5). When faced with that question, 95% of respondents reported that “precautionary demand for cash” was a “very important” reason for increased C&I loan demand in Q1. 71% of respondents also pointed to a lack of internally generated funds as a “very important” reason. Importantly, no respondents reported increased C&I loan demand due to investment needs or M&A activity. Chart 5Possible Reasons For Greater C&I Loan Demand In Q1 2020 The Case Against The Money Supply The Case Against The Money Supply The distinction is important. Greater investment needs and M&A activity would suggest an improving economic back-drop, and would imply a more sustainable increase in bank lending. In contrast, there is a limit to how much firms can tap existing credit lines for immediate cash needs, and this activity should taper off during the next few months. Bottom Line: About 70% of the unprecedented increase in broad money supply is the result of the Fed’s asset purchase activity. The remaining 30% is due to an uptick in C&I loan growth, almost all of which is from nonfinancial firms tapping existing credit lines, an activity that will taper off in the coming months. The Implications Of Rapid Money Growth According to some theory and popular thought, there are three possible channels through which rapid money growth could impact the economy and financial markets: Fast money growth could lead to stronger economic growth in the future. Fast money growth could lead to rising inflationary pressures. A larger money supply could suggest that there are more funds available to deploy in financial markets. As such, it could lead to price appreciation in risky financial assets. We are inclined to downplay the importance of M1 and M2 as indicators in all three of these areas, for reasons discussed below. The Money Supply’s Impact On Economic Growth In the past, measures of the broad money supply (M1 and M2) did a good job of forecasting economic growth and were tracked closely (and at times targeted) by the Federal Reserve. But as the banking and monetary systems evolved, M1 and M2 became less important. As Fed Chairman Alan Greenspan explained in 1996:1 At different times in our history a varying set of simple indicators seemed successfully to summarize the state of monetary policy and its relationship to the economy. Thus, during the decades of the 1970s and 1980s, trends in money supply, first M1, then M2, were useful guides. […] Unfortunately, money supply trends veered off path several years ago as a useful summary of the overall economy. Chairman Greenspan’s insight is backed up by the empirical data (Chart 6). Real M2 growth was an excellent leading indicator of economic growth until the early 1990s. The relationship has broken down since then, and in fact, the only reliable trend in Real M2 since the 1990s is that it tends to spike during recessions. Chart 6Broad Money Growth Has Been A Poor Indicator For Economic Activity Since The 1990s Broad Money Growth Has Been A Poor Indicator For Economic Activity Since The 1990s Broad Money Growth Has Been A Poor Indicator For Economic Activity Since The 1990s The Conference Board also noticed this trend and removed Real M2 from its Leading Economic Indicator in 2012. According to the Conference Board, Real M2 ceased to function as a leading economic indicator because (i) the Fed began targeting interest rates instead of monetary aggregates and (ii) the creation of interest-bearing checking accounts and money market funds increased safe haven demand for M2. The latter helps explain why money growth has surged during the last three recessions. All in all, broad money growth is now a poor indicator for GDP. The Money Supply’s Impact On Inflation Another popular theory is that money growth is a leading indicator of inflation. This stems from the following identity, aka the Equation of Exchange: MV = PY Where: M = money supply, V = velocity of money, P = price level and Y = real output The identity holds, but is of little practical value, mainly because there is no good way to measure (or model) velocity (V) without relying on money growth and nominal GDP (P*Y). This means that an increase in the money supply doesn’t necessarily tell us anything about inflation, because we have no idea how velocity will respond. In fact, many commentators have observed that the stronger empirical correlation is actually between money velocity (PY/M) and core inflation (Chart 7). When nominal GDP growth exceeds money growth, core inflation tends to rise 18 months later. However, this relationship also holds if we remove money supply from the equation entirely (Chart 7, bottom panel). What we’re actually observing is that core inflation tends to lag economic growth by about 18 months. Chart 7Inflation Lags Economic Growth, Not Broad Money Growth Inflation Lags Economic Growth, Not Broad Money Growth Inflation Lags Economic Growth, Not Broad Money Growth Since we’ve already seen that money supply does a poor job forecasting economic growth, it’s clear that indicators such as M1 and M2 don’t improve our ability to forecast inflation, and in fact probably only confuse the picture. The Money Supply’s Impact On Financial Markets BCA’s US Bond Strategy definitely subscribes to the notion that the stance of monetary policy is one of the most important drivers of financial market performance. If the Fed keeps interest rates low and signals to the market that rates will stay low for a long time, then we would expect investors to chase greater returns in riskier assets, driving up the prices of corporate bonds and equities. That being said, the appropriate way to measure the stance of monetary policy is with interest rates. Money supply measures like M1 and M2 are not helpful guides for risk asset performance. We have already seen that an increase in the money supply can only arise via (i) greater bank lending or (ii) the Fed’s purchase of securities and injection of reserves into the banking system. Both of these things are likely to occur when interest rates are low and monetary policy is accommodative. Low interest rates boost loan demand, and large-scale Fed asset purchases are more likely to occur when interest rates are already at the zero-lower-bound. We would argue that it is, in fact, low interest rates that influence both money growth and financial asset prices. The drivers of money supply growth – bank lending and Fed asset purchases – don’t offer any new information beyond what the interest rate already tells us. On loan growth, both loan demand and risk asset price appreciation are functions of low interest rates. In fact, financial markets will respond more quickly to changes in interest rates than will bank lending: Stock prices are included in the Conference Board’s Leading Economic Indicator, while C&I bank lending is included in the Lagging Economic Indicator.2 This means that, practically, any money supply growth that is driven by bank lending is not useful as an indicator for financial asset prices. What about money growth that is driven by Fed asset purchases? Here, we need to distinguish between the signaling impact of Fed asset purchases and any other potential impact that purchases might have on asset prices. In the first half of 2019, financial markets responded to the Fed's dovish interest rate policy, not to its shrinking balance sheet. Though the data are difficult to parse, our reading is that the only meaningful impact of Fed purchases on financial asset prices is through what the purchase announcements signal to markets about the future path of interest rates. To test this theory, we need to search for periods when the Fed’s signaling about its future interest rate policy diverges from its balance sheet policy. That is, we need to find periods when the balance sheet is shrinking and Fed rate guidance is becoming more dovish, or periods when the balance sheet is growing and rate policy is becoming more hawkish. Unfortunately, we can only identify one such period and that is the first half of 2019 when the Fed was simultaneously shrinking its balance sheet and signaling to markets that interest rate policy was becoming more dovish (Chart 8A). During that period, financial markets responded to the more dovish interest rate policy and not to the shrinking of the Fed’s balance sheet (Chart 8B). Bond yields fell, the dollar weakened and both corporate bonds and equities delivered strong returns. Chart 8ARates Policy Trumps Balance Sheet Part I Rates Policy Trumps Balance Sheet Part I Rates Policy Trumps Balance Sheet Part I Chart 8BRates Policy Trumps Balance Sheet Part II Rates Policy Trumps Balance Sheet Part II Rates Policy Trumps Balance Sheet Part II Bottom Line: We don’t find broad money supply measures (M1 and M2) to be useful indicators of economic growth, inflation or financial asset performance. Subordinate Bank Bonds: Still In The Sweet Spot Chart 9Still In The Sweet Spot Still In The Sweet Spot Still In The Sweet Spot Two months ago we made the case for owning subordinate bank bonds.3 The premise for this call is that subordinate bank bonds are a high-quality cyclical sector, exactly the sweet spot of the investment grade corporate bond market that we want to own in the current environment. We expect that extraordinary Fed support for the market will cause investment grade corporate bond spreads to tighten during the next 6-12 months. In that environment we want to focus on cyclical (or “high beta”) bond sectors, ones that outperform the index during periods of spread tightening. However, we also recognize that the Fed’s emergency lending facilities will not prevent a surge in ratings downgrades. Therefore, the sweet spot we want to own is cyclical bonds that are unlikely to be downgraded. High-quality Baa-rated securities, like subordinate bank bonds, fit the bill nicely. Chart 9 shows that the subordinate bank bond index has a duration-times-spread ratio above 1.0.4 This confirms that the sector will trade cyclically relative to the corporate benchmark. We also see that subordinate bank bonds have outperformed both the overall corporate index and other Baa-rated bonds since the start of the year (Chart 9, panel 2). Further, subordinate bank bonds offer a spread pick-up versus the corporate index in both option-adjusted spread terms (Chart 9, panel 3) and 12-month breakeven spread terms (Chart 9, bottom panel).   What Did We Learn From The Stress Tests? Last week the Fed released the results of its 2020 bank stress tests. Results for individual banks were released for a “severely adverse scenario”, the details of which had been publicly available since February. However, because of concern that the “severely adverse scenario” wasn’t dire enough to capture the potential fallout from the pandemic, the Fed also stress tested three COVID-specific scenarios and released results only for the banking system in aggregate. The three scenarios are: A ‘V’-shaped recovery, where economic growth recovers in Q3 and Q4 of this year after contracting significantly in the first half. A ‘U’-shaped recovery, where the growth pick-up in the second half of 2020 is much milder. A ‘W’-shaped recovery, where economic growth recovers in Q3 but then dips again near the end of the year. Table 2 shows a few key assumptions of the three scenarios along with how the actual economy is tracking. It seems that, absent the re-imposition of lock-down measures, the economy is tracking to be in a slightly better place than in any of the three scenarios. Note that the unemployment rate has already peaked below 15%, lower than assumed by any of the three scenarios. Table 2Three Stress Test Scenarios* The Case Against The Money Supply The Case Against The Money Supply Chart 10Banks Have Huge Capital Buffers Banks Have Huge Capital Buffers Banks Have Huge Capital Buffers Chart 10 shows the Common Equity Tier 1 Capital Ratio for the aggregate banking sector, and the dashed horizontal lines show how far it would fall in the three different COVID scenarios. The results show that the ‘V’-shaped scenario is manageable for the banking system, but a significant number of banks would run into trouble in the ‘U’ and ‘W’ shaped scenarios.   The good news for bank credit quality is that, based on how the economy is tracking and the prospects for further fiscal stimulus, the worst ‘U’ and ‘W’ shaped scenarios will probably be avoided. Further, the Fed has already suspended share buybacks and capped dividend payouts. It will also re-run the stress tests later this year. Another round of stress tests this year is credit positive, as it will encourage banks to strengthen their capital buffers during the next few months. Bottom Line: After viewing the results of the Fed’s stress tests, we still think the odds of bank ratings downgrades this year are low. Investors should stay overweight subordinate bank bonds. Appendix A: Buy What The Fed Is Buying The Fed rolled out a number of aggressive lending facilities on March 23. These facilities focused on different specific sectors of the US bond market. The fact that the Fed has decided to support some parts of the market and not others has caused some traditional bond market correlations to break down. It has also led us to adopt of a strategy of “Buy What The Fed Is Buying”. That is, we favor those sectors that offer attractive spreads and that benefit from Fed support. The below Table tracks the performance of different bond sectors since the March 23 announcement. We will use this to monitor bond market correlations and evaluate our strategy’s success. Table 3Performance Since March 23 Announcement Of Emergency Fed Facilities The Case Against The Money Supply The Case Against The Money Supply Footnotes 1 https://www.federalreserve.gov/BOARDDOCS/SPEECHES/19961205.htm 2 https://www.conference-board.org/data/bci/index.cfm?id=2160 3 Please see US Bond Strategy Weekly Report, “Negative Oil, The Zero Lower Bound And The Fisher Equation”, dated April 28, 2020, available at usbs.bcaresearch.com 4 Duration-Times-Spread (DTS) is a simple measure that is highly correlated with excess return volatility for corporate bonds. The DTS ratio is the ratio of a sector’s DTS to that of the benchmark index. It can be thought of like the beta of a stock. A DTS ratio above 1.0 signals that the sector is cyclical (or “high beta”), a DTS ratio below 1.0 signals that the sector is defensive or (“low beta”). For more details on the DTS measure please see: Arik Ben Dor, Lev Dynkin, Jay Hyman, Patrick Houweling, Erik van Leeuwen & Olaf Penninga, “DTS (Duration-Times-Spread)”, Journal of Portfolio Management 33(2), January 2007. Ryan Swift US Bond Strategist rswift@bcaresearch.com Fixed Income Sector Performance Recommended Portfolio Specification

Highlights Global Inflation: The worst of the 2020 collapse in global inflation is over; economic growth is starting to rebound, monetary and fiscal policies are highly stimulative, commodity prices are rising and the US dollar is losing some steam. This boosts the investment case for developed market inflation-linked bonds, which appear cheap on our models on a breakeven basis versus nominal government debt. Inflation-Linked Bonds: Starting this week, we are permanently adding inflation-linked bonds as a “discretionary” allocation option in our model bond portfolio framework. We begin with allocations to linkers in the US, Italy and Canada. Tactical Overlay 2.0: We are introducing our revamped Tactical Trade Overlay, using specific securities to implement shorter-term trade ideas in a practical fashion. This week, we begin by initiating inflation-linked bond breakeven trades in the US, Italy and Canada. Feature Chart of the WeekThe Early Days Of An Inflation Expectations Revival The Early Days Of An Inflation Expectations Revival The Early Days Of An Inflation Expectations Revival With global growth now showing signs of rebounding from the COVID-19 recession as lockdown restrictions ease, inflation expectations in the major developed economies have started to drift upward. Higher inflation breakevens have helped stabilized nominal government bond yields in the majority of countries, even with the latest reads on realized inflation still showing few signs of life (Chart of the Week). In our view, it is still far too soon for bond investors to shift to a below-benchmark stance on overall duration exposure. The threat of a new set of COVID-19 lockdowns is growing, given surging numbers of new infections across much of the southern US and in major emerging economies like Brazil and India. The social and political instability in the US, with elections less than five months away, raises the risk of a renewed flare-up of negative headline risk that can upset overheated equity and credit markets. Amidst all that uncertainty, policymakers worldwide will continue to use aggressive monetary and fiscal stimulus to fight off the risk of an extended recession. That means there is little risk of a big surge in global bond yields from a hawkish repricing of central bank policy expectations over at least the next 6-12 months. At the same time, the extraordinarily loose policy settings, combined with the continued rebound in global commodity prices (most notably, oil), should allow inflation expectations to continue drifting higher. While this will likely also push nominal bond yields higher as well, positioning for wider inflation breakevens remains the “cleaner” way to position for the initial impact of policy reflation. In a report published back on April 28, we introduced a series of valuation models for inflation-linked bonds in the developed economies.1 These models showed that the historic collapse in global oil prices earlier this year, combined with the deflationary impulse from the deep global COVID-19 recession, pushed breakeven inflation rates to levels well below fair value in most countries. Positioning for wider inflation breakevens remains the “cleaner” way to position for the initial impact of policy reflation.  This week, we take the output from our inflation breakeven models to determine specific inflation-linked trade recommendations over both strategic (6-12 months) and tactical (0-6 months) time horizons. For the former, we are adding inflation-linked bonds as an allocation option for all countries in our model bond portfolio. For the latter, we are reviving our Tactical Trade Overlay by introducing some specific trade recommendations using actual inflation-linked bonds in the US, Europe and Canada. Why Global Inflation Expectations Have Bottomed The recent pickup in global market-based inflation expectations has occurred even as actual realized headline inflation rates have fallen dangerously close to 0% in the US, euro area and the UK (Chart 2). Canada is now in outright deflation, with the year-over-year rate of headline CPI inflation falling to -0.4% in May. The decline is not fully attributable to the earlier collapse in oil prices, as core inflation rates have also fallen across the developed world. Chart 2A Threat Of Realized Deflation A Threat Of Realized Deflation A Threat Of Realized Deflation Despite the plunge in realized inflation, inflation expectations have moved higher for both market-based indicators like inflation breakevens and survey-based measures as well. Chart 3Inflation Expectations Improving Everywhere …. Inflation Expectations Improving Everywhere ... Inflation Expectations Improving Everywhere ... Chart 4… Even Within Europe ... Even Within Europe ... Even Within Europe The German ZEW economic research institute - well known for their surveys of economic forecasters for Germany and the major developed countries - also produces inflation expectations surveys for the same countries. In Charts 3 & 4, we show those ZEW inflation expectations measures alongside the breakeven inflation rates for 10-year government bonds in the US, UK, Japan and the euro area including country-level data for Germany, France and Italy. It is clear that the upturn in breakevens has also occurred as a growing number of economic forecasters have started to anticipate a move higher in both economic growth and inflation over the next year. With recent economic data surprising to the upside in the US, China and in much of Europe, a more optimistic view on global growth is a logical reason helping explain why inflation expectations have been drifting higher. Even more so has been a shift in the deflationary momentum stemming from a rising US dollar and falling commodity prices – trends that are in the process of reversing. Perhaps the strongest deflationary force over the past couple of years has been the persistent strength of the US dollar. World export prices have been contracting on a year-over-year basis since December 2018, which has coincided with a similar period of positive annual growth in the trade-weighted US dollar since June 2018 (Chart 5). While the dollar is still at elevated levels, its momentum has started to roll over (middle panel), suggesting less deflationary pressure from the currency. The same can be said for commodity prices, which reflect both the global demand story and the trend in the US dollar as well, given that important industrial commodities like oil and copper are priced in US dollars. With the prices of those commodities off their lows, the annual growth rates of the CRB Energy and Metals indices have bottomed out, implying less global deflationary pressure from commodities (bottom panel). A reflationary boost to the global economy – and to inflation expectations – from a softer dollar is likely over the next 6-12 months. Looking ahead, the US dollar is likely to continue losing strength for two reasons: less-supportive interest rate differentials and improving global growth (Chart 6). The Fed’s aggressive interest rate cuts over the past year have eliminated much of the attractive carry that helped fuel the dollar’s rise over the past few years. At the same time, the US dollar remains an “anti-growth” currency that tends to weaken during periods of improving global growth, and vice versa. Chart 5Easing Of Disinflationary Pressures From The USD & Commodities Easing Of Disinflationary Pressures From The USD & Commodities Easing Of Disinflationary Pressures From The USD & Commodities Chart 6A Softer USD Will Help Lift Global Inflation Expectations A Softer USD Will Help Lift Global Inflation Expectations A Softer USD Will Help Lift Global Inflation Expectations With global growth starting to emerge from the COVID-19 recession, the US dollar is now more exposed to less attractive interest rate differentials. This suggests that a reflationary boost to the global economy – and to inflation expectations – from a softer dollar is likely over the next 6-12 months. Chart 7Rising Oil Prices Will Help Lift Global Inflation Expectations Rising Oil Prices Will Help Lift Global Inflation Expectations Rising Oil Prices Will Help Lift Global Inflation Expectations The same can be said for commodity prices like oil, which have considerable upside as global growth improves. Our colleagues at BCA Research Commodity & Energy Strategy are quite bullish on the outlook for oil over the next 12-18 months, given the improved demand/supply balance and aggressive global monetary and fiscal stimulus. Their expect the Brent benchmark to rise to $46/bbl by the end of 2020 and $73/bbl by the end of 2021 – levels that would push inflation expectations in the US and other major developed markets higher given the usual strong correlation between oil and breakevens (Chart 7).2 Summing it all up, the trends that have helped stabilize and lift global inflation expectations look set to continue over the next 6-12 months. Bottom Line: The worst of the 2020 collapse in global inflation is over; economic growth is starting to rebound, monetary and fiscal policies are highly stimulative, commodity prices are rising and the US dollar is losing some steam. This boosts the investment case for developed market inflation-linked bonds, which appear cheap on our models on a breakeven basis versus nominal government debt. Adding Inflation-Linked Bonds To Our Model Bond Portfolio Our model bond portfolio framework is how we translate our main global fixed income strategic themes into actual investment recommendations. We apply specific weightings to government bond and spread product allocations within a fully invested hypothetical portfolio with a custom benchmark index (which is essentially the Bloomberg Barclays Global Aggregate with additional allocations to high-yield and emerging market corporates). We had not included inflation-linked bonds in the model portfolio, as we have always maintained a focus on the larger and more liquid parts of the developed market fixed income universe. We chose to express views on inflation expectations through duration or yield curve positioning, under the assumption that wider breakevens correlate to higher bond yields and/or steeper yield curves. Chart 8Global Inflation Breakevens Are Too Low Global Inflation Breakevens Are Too Low Global Inflation Breakevens Are Too Low We now are of the view that inflation-linked bonds should be included in our model portfolio investment universe, but on an “opportunistic” basis. In other words, we are not adding linkers to the custom benchmark index. Instead, we will be using potential allocations to inflation-linked bonds as another way to play for periods of rising inflation expectations beyond recommended duration and curve tilts in the model portfolio – particularly now that we have valuation models for inflation breakevens in almost all countries in the portfolio (the US, UK, Japan, Germany, Italy, France, Canada and Australia). Based on the output of our fundamental fair value framework for 10-year inflation breakevens, inflation protection looks “cheap” in all countries where we have valuation models except the UK (Chart 8). Charts with the details of each country’s 10-year inflation breakeven model can be found in the Appendix on pages 11-14. The inputs to the model are the same for each country: a) the 5-year moving average of headline CPI, representing the medium-term trend that anchors inflation expectations; and b) the annual percentage change in the Brent oil price in local currency terms, which creates deviations from the trend to account for moves in oil and currencies. For all countries excluding the UK, breakevens are below fair value because of the collapse in oil prices earlier this year. Inflation protection looks “cheap” in all countries where we have valuation models except the UK. The UK is the one market that does not appear cheap in our framework, with breakevens very close to both fair value and the medium-term trend in realized inflation. Those relatively high breakevens are also a reflection of the very low real bond yields for UK index-linked Gilts. Chart 9Linkers Offer Better Value In The US & Euro Area Than The UK Linkers Offer Better Value In The US & Euro Area Than The UK Linkers Offer Better Value In The US & Euro Area Than The UK For the past several years, UK real yields have traded well below measures of equilibrium real interest rates like the New York Fed’s estimates of “r-star”. This differs from real yields for US TIPS or French OATis, which trade roughly in line with the r-star estimates for the US and euro area (Chart 9). We suspect that is because of the chronic demand/supply mismatch for UK inflation-linked bonds, which are always in high demand from UK pension funds who need real assets for asset/liability management and regulatory purposes. So based on the output from the fair value models, inflation-linked bonds look most attractive on a breakeven basis in Italy, Canada, the US, Japan, Germany and France. From this list, we are choosing to add recommended positions in the US, Italy and Canada only. For Germany and France, we are already very underweight both countries in the model portfolio, so it is difficult to make a meaningful switch out of nominal bonds into linkers. For Japan, the Bank of Japan’s Yield Curve Control policy, which caps the level of 10-year bond yields near 0%, makes us reluctant to recommend any breakeven widening positions. The changes to the model bond portfolio can be found in the tables on pages 15-16. Bottom Line: Starting this week, we are permanently adding inflation-linked bonds as a “discretionary” allocation option in our model bond portfolio framework. We begin with allocations to linkers in the US, Italy and Canada. Tactical Trade Overlay 2.0, Starting With Inflation-Linked Bonds This week, we are introducing a remodeled version of our Tactical Trade Overlay, which we put on hiatus a few months ago because of “mission creep”. Many of our recommendations were being held too long to be truly considered tactical, or short-term, in nature, thus defying the original purpose of the Overlay. This week, we are introducing a remodeled version of our Tactical Trade Overlay, which we put on hiatus a few months ago because of “mission creep”. All trades in the new Overlay will have a shorter term investment horizon of six months or less. All recommended trades will be implemented with specific securities, rather than just using generic Bloomberg tickers or bond indices. This will allow for a more transparent process where clients can “follow along” with the performance of our trades. Chart 10Inflation-Linked Bonds Have A Duration To Real Yields, Unlike Nominals Inflation-Linked Bonds Have A Duration To Real Yields, Unlike Nominals Inflation-Linked Bonds Have A Duration To Real Yields, Unlike Nominals To begin, we are putting three inflation-linked bond trades into our new Tactical Trade Overlay, positioning for wider 10-year breakevens in the US, Italy and Canada. All trades will be implemented using a long position in an inflation-linked bond and a short position in the government bond futures contract for each country. We are using futures rather than a short position in a cash government bond for the sake of simplicity, both for implementing the trade and measuring returns. The new trades will be implemented on a duration-matched basis. This means only selling enough of the 10-year bond futures to hedge against any directional move in the yield of the long 10-year inflation-linked bond. A straight comparison of the duration of linkers to futures cannot be made, since inflation-linked bonds have a duration to real yields while futures (and cash government bonds) have a duration to nominal yields. The durations for inflation-linked bonds are always higher than those of nominals (Chart 10), thus the index-linked durations must be adjusted by the beta of changes in real yields to changes in nominal bond yields. To determine the correct duration adjustment, we use betas taken from rolling three-year regressions of monthly changes of 10-year inflation-linked yields on changes in 10-year nominal government yields, using generic Bloomberg tickers. The common convention is to simply apply a yield beta of 0.5 for all inflation-linked bonds (this is the default setting on Bloomberg valuation tools). We think having a variable yield beta is a more accurate way to hedge out the directional risk in each trade from shifts in real bond yields. Chart 11Yield Betas For Inflation-Linked Bonds Vary Across Countries Yield Betas For Inflation-Linked Bonds Vary Across Countries Yield Betas For Inflation-Linked Bonds Vary Across Countries The current yield betas for all eight countries where we have inflation breakeven fair value models are shown in Chart 11 – it is clear from the chart that using a constant yield beta of 0.5 across countries is not accurate, as they vary widely across countries. Multiplying the duration of the actual inflation-linked bond used in our breakeven trades by our rolling yield beta creates a “nominal” duration measure that can then be compared to the duration on the short leg of the breakeven trade. For futures, we use the empirical duration estimates from Bloomberg using the “FRSK” function. The ratio of the beta-adjusted linker duration to the empirical duration of the bond futures creates the hedge ratio that we will use when measuring the returns of this now “risk-matched” breakeven trade. The actual bonds, futures contracts and hedge ratios for all of our new breakeven trades can all be found in the table on page 18, with initial entry prices for all securities. We will begin to monitor the trade returns in next week’s report. Bottom Line: We are reviving our Tactical Trade Overlay with inflation-linked bond breakeven trades in the US, Italy and Canada. Appendix: 10-Year Inflation Break Even Model Chart 12Our US 10-Year Inflation Breakeven Model Our US 10-Year Inflation Breakeven Model Our US 10-Year Inflation Breakeven Model Chart 13Our UK 10-Year Inflation Breakeven Model Our UK 10-Year Inflation Breakeven Model Our UK 10-Year Inflation Breakeven Model Chart 14Our France 10-Year Inflation Breakeven Model Our France 10-Year Inflation Breakeven Model Our France 10-Year Inflation Breakeven Model Chart 15Our Italy 10-Year Inflation Breakeven Model Our Italy 10-Year Inflation Breakeven Model Our Italy 10-Year Inflation Breakeven Model Chart 16Our Japan 10-Year Inflation Breakeven Model Our Japan 10-Year Inflation Breakeven Model Our Japan 10-Year Inflation Breakeven Model Chart 17Our Germany 10-Year Inflation Breakeven Model Our Germany 10-Year Inflation Breakeven Model Our Germany 10-Year Inflation Breakeven Model Chart 18Our Canada 10-Year Inflation Breakeven Model Our Canada 10-Year Inflation Breakeven Model Our Canada 10-Year Inflation Breakeven Model Chart 19Our Australia 10-Year Inflation Breakeven Model Our Australia 10-Year Inflation Breakeven Model Our Australia 10-Year Inflation Breakeven Model   Robert Robis, CFA Chief Fixed Income Strategist rrobis@bcaresearch.com Footnotes 1 Please see BCA Research Global Fixed Income Strategy Weekly Report, "Global Inflation Expectations Are Too Low", dated April 28, 2020, available at gfis.bcaresearch.com. 2 Please see BCA Research Commodity & Energy Strategy Weekly Report, "Low Vol, High Uncertainty Keeps Oil-Price Rally On Tenterhooks", dated June 18, 2020, available at ces.bcaresearch.com. Recommendations The GFIS Recommended Portfolio Vs. The Custom Benchmark Index How To Play The Revival Of Global Inflation Expectations How To Play The Revival Of Global Inflation Expectations Duration Regional Allocation Spread Product Tactical Trades Yields & Returns Global Bond Yields Historical Returns

Highlights We conservatively estimate lost output from shutdowns and social distancing will equal $10 trillion, and we expect the jobs market to be permanently scarred. Inflation, even at 2 percent, is a pipe dream, which leads to three investment conclusions on a 1-year horizon: Overweight US T-bonds and Spanish Bonos versus German Bunds and French OATs. Any high-quality bond yield that can decline will decline. Overweight CHF/USD. The tightening yield spread will structurally favour the CHF, while the haven status of the CHF should prevent it from underperforming in periods of market stress. Overweight defensive equities (technology and healthcare) versus cyclical equities (banks and energy). This implies underweight European equities versus other markets. Fractal trade: Short Germany versus the UK. The recent outperformance of German equities is technically extended. Feature Chart of the WeekCredit Impulses Are Large, But The Hole In Output Is Much Larger Credit Impulses Are Large, But The Hole In Output Is Much Larger Credit Impulses Are Large, But The Hole In Output Is Much Larger Big numbers befuddle us. Hardly a day passes without someone listing the unprecedented global stimulus unleashed to counter the coronavirus forced shutdowns – the trillions in government spending promises, tax relief, loan guarantees, money supply growth, and central bank asset-purchases. The most optimistic estimates quantify the total stimulus at $15 trillion. This includes $7 trillion of loan guarantees plus increases in central bank balance sheets which do not directly boost demand. So the direct stimulus is closer to $7 trillion.1 Yet the size of the stimulus is meaningless until we quantify the massive hole in economic output that needs to be filled. Assuming no further large-scale shutdowns, we conservatively estimate that the hole will amount to 12 percent of world output, or $10 trillion. A $10 Trillion Hole In Output Last week, the UK’s Office for National Statistics (ONS) helped us to estimate the hole in output, because unusually the ONS calculates UK GDP on a monthly basis. Between February and April, when the UK economy went from fully open to full shutdown, UK GDP collapsed by 25 percent. This despite the UK having an outsized number of jobs suitable for ‘working from home.’ For a more typical economy, we estimate that a full shutdown collapses output by 30 percent (Chart I-2). Chart I-2A Full Shutdown Collapses Output By 30 Percent A Full Shutdown Collapses Output By 30 Percent A Full Shutdown Collapses Output By 30 Percent The next question is: how long does the full shutdown last? Assuming it lasts for three months, output would suffer a hole amounting to 7.5 percent of annual GDP.2  But in practice, the economy will not fully re-open after three months. Social distancing will persist until people feel confident that the pandemic is under control. An effective vaccine against Covid-19 is unlikely to be available for a year. So, even without government policy to enforce social distancing, many people will choose to avoid crowds and congregations for fear of catching the virus. The size of the stimulus is meaningless until we quantify the massive hole in economic output. This means that the sectors that rely on crowds and congregations – leisure and hospitality and retail trade – will be operating at half-capacity, at best. Given that these sectors generate 9 percent of GDP, operating at half-capacity will create an additional hole amounting to 4.5 percent of output. More worryingly, these two sectors employ 21 percent of all workers, so operating at sub-par will leave the jobs market permanently scarred.3 Combining the 7.5 percent existing hole with the 4.5 percent future hole, the full hole in economic output will amount to around 12 percent of annual GDP. As global GDP is worth around $85 trillion, this equates to $10 trillion.  Crucially though, our estimate assumes that a second wave of the pandemic will not force a new cycle of shutdowns. If it does, the hole will become even bigger. Don’t Be Fooled By Money Supply Growth The recent growth in broad money supply seems a big number. Since the start of the year, the outstanding stock of bank loans has increased by around $0.7 trillion in the euro area, and by $1 trillion in both the US and China (Chart I-3 and Chart I-4). This has boosted the 6-month credit impulses in all three economies. Indeed, the US 6-month credit impulse recently hit its highest value of all time, and the combined 6-month impulse across all three blocs equals around $2 trillion (Chart of the Week). Chart I-3Don't Be Fooled By Money Supply Growth In The Euro Area And The US... Don't Be Fooled By Money Supply Growth In The Euro Area And The US... Don't Be Fooled By Money Supply Growth In The Euro Area And The US... Chart I-4...And In ##br##China ...And In China ...And In China This 6-month credit impulse quantifies the additional borrowing in the most recent six-month period compared to the previous period. Ordinarily, a $2 trillion impulse would create a huge boost to demand. After all, the private sector does not usually borrow just to hold the cash in a bank. Yet in the coronavirus crisis this is precisely what has happened. While the shutdowns lasted, firms drew on existing bank credit lines to build up emergency cash buffers. Therefore, much of the money growth will not generate new demand. While the shutdowns lasted, firms drew on existing bank credit lines to build up emergency cash buffers.  To the extent that this cash is sitting idly in a firm’s bank account, the monetary velocity will decline. Meaning there will be a much-reduced transmission from credit impulses to spending growth. Furthermore, when the economy re-opens, many firms will relinquish the precautionary credit lines. There is no point holding cash in the bank when there are few investment opportunities. Hence, credit impulses will fall back – as seems to be the case right now in the US. QE: The Great Misunderstanding To repeat, big numbers befuddle us. They must always be put into context. No truer is this than when it comes to central bank asset-purchases. The great misunderstanding is that the act of central banks buying assets, per se, drives up those asset prices. Central banks act as lenders of last resort to solvent but illiquid banks and sovereigns. If there is ample liquidity in these markets – as is the case now – then the primary function of central bank asset-purchases is to set the term-structure of interest rates. In turn, the term-structure of global interest rates establishes the prices of $500 trillion of global assets. The prices of these assets are inextricably inter-connected and inter-dependent4 (Chart I-5). Chart I-5The Prices Of $500 Trillion Of Assets Are Inextricably Inter-Connected The Prices Of $500 Trillion Of Assets Are Inextricably Inter-Connected The Prices Of $500 Trillion Of Assets Are Inextricably Inter-Connected The great misunderstanding is that the act of central banks buying assets, per se, drives up those asset prices. Yet central banks set no price target for their asset-purchases. They leave that to the market. Moreover, in the context of the $500 trillion of inter-dependent asset prices, the $10-15 trillion or so of central bank asset-purchases to date constitutes chicken feed (Chart I-6). Hence, the mechanism by which asset-purchases work is through the signal they give to the $500 trillion market on the likely course of interest rate policy. This sets the term-structure of interest rates, which in turn sets the required return on all the $500 trillion of assets (Chart I-7). Chart I-6$10-15 Trillion Of QE Is Chicken Feed... $10-15 Trillion Of QE Is Chicken Feed... $10-15 Trillion Of QE Is Chicken Feed... Chart I-7...Compared To $500 Trillion Of Assets Priced By The Term-Structure Of Interest Rates ...Compared To $500 Trillion Of Assets Priced By The Term-Structure Of Interest Rates ...Compared To $500 Trillion Of Assets Priced By The Term-Structure Of Interest Rates As the ECB’s former Chief Economist, Peter Praet, explains: “There is a signalling channel inherent in asset purchases, which reinforces the credibility of forward guidance on policy rates. This credibility of promises to follow a certain course for policy rates in the future is enhanced by the asset purchases, as these asset purchases are a concrete demonstration of our desire (to keep policy rates at the lower bound.)” The credible commitment to keep policy rates near the lower bound for an extended period depresses bond yields towards the lower bound too. But once bond yields have reached their lower bound the effectiveness of central bank asset-purchases becomes exhausted. Three Investment Conclusions The main purpose of this report was to put the $7 trillion of direct stimulus dollars unleashed into the economy into a proper context. With lost output estimated at $10 trillion and the jobs market permanently scarred, inflation – even at 2 percent – is a pipe dream. Moreover, a second wave of the pandemic and a new cycle of shutdowns would inject a further disinflationary impulse. This leads to three investment conclusions on a 1-year horizon: Any high-quality bond yield that can decline – because it is not already near the -1 percent lower bound to yields – will decline. An excellent relative value trade is to overweight US T-bonds and Spanish Bonos versus German Bunds and French OATs (Chart I-8). Long CHF/USD is a win-win. The tightening yield spread will structurally favour the CHF, while the haven status of the CHF should prevent it from underperforming in periods of market stress. Overweight defensive equities versus cyclical equities, with technology correctly defined as defensive, not cyclical. The performance of cyclicals (banks and energy) versus defensives (technology and healthcare) is now joined at the hip to the bond yield (Chart I-9). This implies underweight European equities versus other markets. Chart I-8Bond Yields That Can Decline Will Decline Bond Yields That Can Decline Will Decline Bond Yields That Can Decline Will Decline Chart I-9The Performance Of Cyclicals Versus Defensives Is Joined At The Hip To The Bond Yield The Performance Of Cyclicals Versus Defensives Is Joined At The Hip To The Bond Yield The Performance Of Cyclicals Versus Defensives Is Joined At The Hip To The Bond Yield Fractal Trading System* The recent outperformance of German equities is technically extended. Accordingly, this week’s recommended trade is to go short Germany versus the UK, expressed through the MSCI dollar indexes. Set the profit target and symmetrical stop-loss at 5 percent. MSCI: Germany Vs. UK MSCI: Germany Vs. UK In other trades, long euro area personal products versus healthcare achieved its 7 percent profit target at which it was closed. The rolling 1-year win ratio now stands at 65 percent. When the fractal dimension approaches the lower limit after an investment has been in an established trend it is a potential trigger for a liquidity-triggered trend reversal. Therefore, open a countertrend position. The profit target is a one-third reversal of the preceding 13-week move. Apply a symmetrical stop-loss. Close the position at the profit target or stop-loss. Otherwise close the position after 13 weeks. * For more details please see the European Investment Strategy Special Report “Fractals, Liquidity & A Trading Model,” dated  December 11, 2014, available at eis.bcaresearch.com. Footnotes 1 Source: Reuters estimate. 2 A 30 percent loss in output for a quarter of a year (3 months) amounts to a 30*0.25 = 7.5 percent loss in annual output. 3 Using the weights of leisure and hospitality and retail trade in the US economy as a proxy for the global weights. 4 The $500 trillion of assets comprises: real estate $300 trillion, public and private equity $100 trillion, corporate bonds and EM debt $50 trillion, and high-quality government bonds $50 trillion.   Dhaval Joshi Chief European Investment Strategist dhaval@bcaresearch.com Fractal Trading System   Cyclical Recommendations Structural Recommendations Closed Fractal Trades Trades Closed Trades Asset Performance Currency & Bond Equity Sector Country Equity Indicators Bond Yields Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields Interest Rate Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations

Highlights Historically, when global growth picks up, the yen weakens. But this is less likely in an environment where global yields remain anchored at low levels. Meanwhile, there is rising risk that consumption in Japan will remain muted. This will limit any pickup in domestic inflation. A modest rise in real rates will lead to a self-reinforcing upward spiral for the yen. That said, cheap yen valuations will buffet Japanese exports. Go short USD/JPY with an initial target of 100. Feature Chart I-1Higher Volatility, Higher Yen An Update On The Yen An Update On The Yen The powerful bounce in global markets since the March lows is at risk of a bigger technical correction. As we enter the volatile summer months, it may only require a small shift in market sentiment to trigger this reversal. The yen has tended to strengthen when market volatility rises (Chart I-1). Should this happen, it will provide the necessary catalyst for established long yen positions. On the other hand, if risk sentiment stays ebullient, the yen will surely weaken on its crosses but can still strengthen vis-à-vis the dollar. This places short USD/JPY bets in an enviable “heads I win, tails I do not lose too much” position. Growth And Monetary Policy Like most other economies, Japan entered a recession in the first quarter of this year, with GDP contracting at a 2.2% annualized pace. For the private sector, this is the worst growth rate since the Fukushima crisis in 2011. This is particularly significant, since the structural growth rate of the economy has fallen below interest rates. Going back to Japan’s lost decades, where private sector GDP growth averaged well below nominal rates (due to the zero bound), it is particularly imperative that Japan exits this liquidity trap in fast order (Chart I-2). A strong yen back then, on the back of deficient domestic demand, led to a self-fulfilling deflationary spiral. Chart I-2The Story Of Japan In One Chart The Story Of Japan In One Chart The Story Of Japan In One Chart The Bank of Japan began to acknowledge this problem with the end of the Heisei era1  last year. For example, with the BoJ owning almost 50% of outstanding JGBs, the supply side puts a serious limitation on how much more stimulus the BoJ can provide. The yen has become extremely sensitive to shifts in the relative balance sheets between the Federal Reserve and the BoJ. If the BoJ continues to purchase securities at the current pace, then the rate of expansion in its balance sheet will severely lag behind the Fed, and could trigger a knee-jerk rally in the yen (Chart I-3). Chart I-3The Yen And QE The Yen And QE The Yen And QE Inflation And The 2% Target The US is a much more closed economy than Japan, and has not been able to maintain a 2% inflation rate since the Global Financial Crisis. This makes the BoJ’s target of 2% a pipe dream for any timeline in the near future. There are three key variables the authorities pay attention to for inflation: Core CPI, the GDP deflator and the output gap. All three indicators point towards deflationary pressures, with the recent slowdown in the global economy exacerbating the trend. In fact, since the financial crisis, prices in Japan have only been able to really rise during a tax hike (Chart I-4). Always forgotten is that the overarching theme for prices in Japan is a rapidly falling (and ageing) population, leading to deficient demand. The overarching theme for prices in Japan is a rapidly falling (and ageing) population, leading to deficient demand. More importantly, almost 50% of the Japanese consumption basket is in tradeable goods, meaning domestic inflation is as much driven by the influence of the BoJ as it is by globalization. Even for domestically-driven prices, an ageing demographic that has a strong preference for falling prices is a powerful conflicting force. For example, over the years, a strong voting lobby has been able to advocate for lower telecom prices, which makes it difficult for the BoJ to re-anchor inflation expectations upward (Chart I-5). Chart I-4Japan CPI At A Glance Japan CPI At A Glance Japan CPI At A Glance Chart I-5Strong Deflationary Pressures In Japan Strong Deflationary Pressures In Japan Strong Deflationary Pressures In Japan Meanwhile, the BoJ understands that it needs domestic banks to expand the credit intermediation process if any inflation is to take hold. Unfortunately, the yield curve control strategy and negative interest rates have been anathema for Japanese net interest margins and share prices (Chart I-6). This puts the BoJ in a precarious balance between trying to stimulate the economy further and biting the hand that will feed a pickup in inflation. Chart I-6Point Of No Return For Japanese Banks? Point Of No Return For Japanese Banks? Point Of No Return For Japanese Banks? Japanese Consumption And Fiscal Policy The consumption tax hike last year delivered a severe punch to aggregate demand in Japan. COVID-19 has dealt a fatal blow. In prior episodes of the tax hikes, it took around three to four quarters for growth to eventually bottom. This suggests that a protracted slowdown in Japanese consumption is a fait accompli (Chart I-7). Foreign and domestic machinery orders are slowing, employment growth has gone from over 2% to free fall and the availability of jobs relative to applicants has reversed a decade-long rising trend. The Abe government has passed an additional 117 trillion yen of fiscal stimulus. With overall fiscal announcements near 40% of GDP, could this fully plug the spending gap? Not quite. The consumption tax hike last year delivered a severe punch to aggregate demand in Japan.  First, as is usually the case with Japanese stimulus announcements, the timeframe is uncertain for when the funds will be deployed. It could be one year or ten years. Chart I-7A V-Shaped Recovery Might Stall A V-Shaped Recovery Might Stall A V-Shaped Recovery Might Stall Chart I-8More Jobs, More Savings More Jobs, More Savings More Jobs, More Savings Second, Japanese consumption has been quite weak for some time. Despite relatively robust economic conditions since the Fukushima disaster, Japanese consumption has trended downward. The reason is that government spending triggered a rise in private savings, because of expectations of higher taxes. In other words, the savings ratio for workers has surged. If consumers were not willing to spend prior to COVID-19 due to Ricardian equivalence,2  they are unlikely to do so with much higher fiscal deficits (Chart I-8). Some of the government’s outlays will certainly go a long way to boosting aggregate demand, since the fiscal multiplier tends to be much larger in a liquidity trap. This will especially be the case for increased social security spending such as child education, construction activity or the move towards promoting cashless transactions (with a tax rebate). However, there are important near-term offsets. In particular, the postponement of the Olympics will continue to be a drag on Japanese construction activity, and the labor (and income) dividend from immigration has practically vanished. The important tourism industry that faced sudden death will only recover slowly. This suggests a much more protracted recovery in many nuggets of Japanese activity. The Yen As A Safe Haven Real interest rates are already higher in Japan, well before any of the above factors began to meaningfully generate a deflationary impulse. As such, the starting point for yen long positions is already favorable (Chart I-9). Real interest rates are already higher in Japan, well before any of the above factors began to meaningfully generate a deflationary impulse. With global growth bottoming, a continued rise in global equity markets is a key risk to our scenario. However, if inflows into Japan accelerate on cheap equity valuations, the propensity of investors to hedge these purchases will be much less today, given how cheap the yen has become. This is especially important since in an era of rising budget deficits, balance of payments dynamics can resurface as the key driver of currencies. This suggests the negative yen/Nikkei correlation will continue to weaken, as has been the case in recent quarters. Chart I-9Real Rates And The Yen Real Rates And The Yen Real Rates And The Yen Chart I-10USD/JPY And DXY Are Positively Correlated USD/JPY And DXY Are Positively Correlated USD/JPY And DXY Are Positively Correlated As a low-beta currency, our contention is that the yen will surely weaken on its crosses, but could strengthen versus the dollar. The yen rises versus the dollar not only during recessions, but during most episodes of broad dollar weakness (Chart I-10). This places short USD/JPY trades in an envious “heads I win, tails I do not lose too much” position.   Chester Ntonifor Foreign Exchange Strategist chestern@bcaresearch.com Footnotes 1 The Heisei era refers to the period of Japanese history corresponding to the reign of Emperor Akihito from 8 January 8th, 1989 until his abdication on April 30th, 2019. 2 Ricardian equivalence suggests in simple terms that public sector dissaving will encourage private sector savings. Currencies U.S. Dollar Chart II-1USD Technicals 1 USD Technicals 1 USD Technicals 1 Chart II-2USD Technicals 2 USD Technicals 2 USD Technicals 2 Recent data in the US have been robust: Nonfarm payrolls increased by 2.5 million in May after declining by a record 20.7 million in April. This was better than expectations of an 8 million job loss. The unemployment rate fell from 14.7% to 13.3%. The NFIB business optimism index increased from 90.9 to 94.4 in May. Headline consumer price inflation fell from 0.3% to 0.1% year-on-year in May. Core inflation fell from 1.4% to 1.2%. Initial jobless claims increased by 1542K for the week ended June 5th. The DXY index fell by 1.3% this week. On Wednesday, the Fed left interest rates unchanged, with a signal that rates might not be increased before the end of 2022. The Fed also stated that it will maintain the current pace of Treasuries and mortgage-backed securities purchases, at minimum. Report Links: DXY: False Breakdown Or Cyclical Bear Market? - June 5, 2020 Cycles And The US Dollar - May 15, 2020 Capitulation? - April 3, 2020 The Euro Chart II-3EUR Technicals 1 EUR Technicals 1 EUR Technicals 1 Chart II-4EUR Technicals 2 EUR Technicals 2 EUR Technicals 2 Recent data in the euro area have been improving: The Sentix investor confidence index improved from -41.8 to -24.8 in June. Employment increased by 0.4% year-on-year in Q1. GDP contracted by 3.1% year-on-year in Q1. The euro appreciated by 1.2% against the US dollar this week. At an online seminar held this week, Isabel Schnabel, member of the executive board of the ECB, noted that "evidence is increasingly pointing towards a protracted impact of the crisis on both demand and supply conditions in the euro area and beyond" and that the current PEPP remains appropriate in de aling with the global recession. Report Links: On The DXY Breakout, Euro, And Swiss Franc - February 21, 2020 Updating Our Balance Of Payments Monitor - November 29, 2019 On Money Velocity, EUR/USD And Silver - October 11, 2019 Japanese Yen Chart II-5JPY Technicals 1 JPY Technicals 1 JPY Technicals 1 Chart II-6JPY Technicals 2 JPY Technicals 2 JPY Technicals 2 Recent data in Japan have been negative: The coincident index fell from 88.8 to 81.5 in April. The leading economic index also decreased from 85.1 to 76.2. The current account surplus shrank from ¥1971 billion to ¥262.7 billion in April. Annualized GDP fell by 2.2% year-on-year in Q1. Machine tool orders plunged by 52.8% year-on-year in May, following a 48.3% decrease the previous month. The Japanese yen appreciated by 2.6% against the US dollar this week. According to a Bloomberg survey, the majority of economists believe that the BoJ has done enough to cushion the economy, and expect the BoJ to leave current monetary policy unchanged next week. We continue to recommend the yen as a safe-haven hedge, especially given a possible second wave of COVID-19. Report Links: The Near-Term Bull Case For The Dollar - February 28, 2020 Building A Protector Currency Portfolio - February 7, 2020 Currency Market Signals From Gold, Equities And Flows - January 31, 2020 British Pound Chart II-7GBP Technicals 1 GBP Technicals 1 GBP Technicals 1 Chart II-8GBP Technicals 2 GBP Technicals 2 GBP Technicals 2 Recent data in the UK have been positive: Halifax house prices increased by 2.6% year-on-year in May. Retail sales surged by 7.9% year-on-year in May, up from 5.7% the previous month. GfK consumer confidence was little changed at -36 in May. The British pound rose by 1% against the US dollar this week. On Wednesday, BoE governor Andrew Bailey noted that easing lockdown restrictions has been fueling a recovery in the UK, which could be faster than previously anticipated. Our long GBP/USD and short EUR/GBP positions are 4% and 0.2% in the money, respectively. Report Links: Updating Our Balance Of Payments Monitor - November 29, 2019 A Few Trade Ideas - Sept. 27, 2019 United Kingdom: Cyclical Slowdown Or Structural Malaise? - Sept. 20, 2019 Australian Dollar Chart II-9AUD Technicals 1 AUD Technicals 1 AUD Technicals 1 Chart II-10AUD Technicals 2 AUD Technicals 2 AUD Technicals 2 Recent data in Australia have been mixed: The NAB business confidence index increased from -45 to -20 in May. The business conditions index also ticked up from -34 to -24. The Westpac consumer confidence index increased from 88.1 to 93.7 in June. Home loans declined by 4.8% month-on-month in April, down from a 0.3% increase the previous month. That said, expectations were for a fall of 10%. AUD/USD was flat this week. While the RBA has other options in its policy toolkit to combat the global recession, negative interest rates is still on the table and hasn't been totally ruled out. We remain positive on the Australian dollar both against the US dollar and the New Zealand dollar due to cheap valuations and increasing Chinese stimulus. Report Links: On AUD And CNY - January 17, 2020 Updating Our Balance Of Payments Monitor - November 29, 2019 A Contrarian View On The Australian Dollar - May 24, 2019 New Zealand Dollar Chart II-11NZD Technicals 1 NZD Technicals 1 NZD Technicals 1 Chart II-12NZD Technicals 2 NZD Technicals 2 NZD Technicals 2 Recent data in New Zealand have been mixed: Manufacturing sales declined by 1.7% quarter-on-quarter in Q1, down from a 2.8% increase the previous quarter. ANZ business confidence increased from -41.8 to -33 in June. The activity outlook index also ticked up from -38.7 to -29.1. The New Zealand dollar appreciated by 0.8% against the US dollar this week. RBNZ's Deputy Governor Geoff Bascand said that house prices in New Zealand could fall by 9-10% or even worse. Besides disrupting exports and imports for a trade-reliant country like New Zealand, the global health crisis is also likely to further reduce immigration to New Zealand, curbing housing demand. Report Links: Updating Our Balance Of Payments Monitor - November 29, 2019 Place A Limit Sell On DXY At 100 - November 15, 2019 USD/CNY And Market Turbulence - August 9, 2019 Canadian Dollar Chart II-13CAD Technicals 1 CAD Technicals 1 CAD Technicals 1 Chart II-14CAD Technicals 2 CAD Technicals 2 CAD Technicals 2 Recent data in Canada have been positive: The unemployment rate ticked up from 13% to 13.7% in May, versus expectations of a rise to 15%, but this was due to a  rise in the participation rate from 59.8% to 61.4%. Average hourly wages increased by 10% year-on-year in May. Net employment increased by 289.6K, up from a 1994K job loss the previous month. Housing starts increased by 193.5K in May, up from 166.5K the previous month.  The Canadian dollar fell by 0.2% against the US dollar this week. The labor market has seen some recovery in May with the gradual easing of COVID-19 restrictions and re-opening of the economy. Employment rebounded and absences from work dropped. Notably, Quebec accounts for nearly 80% of overall employment gains in May. Report Links: More On Competitive Devaluations, The CAD And The SEK - May 1, 2020 A New Paradigm For Petrocurrencies - April 10, 2020 The Loonie: Upside Versus The Dollar, But Downside At The Crosses Swiss Franc Chart II-15CHF Technicals 1 CHF Technicals 1 CHF Technicals 1 Chart II-16CHF Technicals 2 CHF Technicals 2 CHF Technicals 2 There was scant data out of Switzerland this week: FX reserves increased from CHF 801 billion to CHF 816 billion in May.  The unemployment rate increased from 3.1% to 3.4% in May, lower than the expected 3.7%. The Swiss franc appreciated by 2.3% against the US dollar this week, reflecting a flight back to safety amid concerns over political risks and a second wave of COVID-19. While the euro has been strong recently and EUR/CHF touched 1.09, the franc has lost most of those gains. We are lifting our limit buy on EUR/CHF to 1.055 on expectations we are in a run-of-the-mill correction.  Report Links: On The DXY Breakout, Euro, And Swiss Franc - February 21, 2020 Currency Market Signals From Gold, Equities And Flows - January 31, 2020 Portfolio Tweaks Before The Chinese New Year - January 24, 2020 Norwegian Krone Chart II-17NOK Technicals 1 NOK Technicals 1 NOK Technicals 1 Chart II-18NOK Technicals 2 NOK Technicals 2 NOK Technicals 2 Recent data in Norway have been mixed: Manufacturing output shrank by 1.6% month-on-month in April.  PPI fell by 17.5% year-on-year in May. Headline consumer prices increased by 1.3% year-on-year in May, up from 0.8% the previous month. Core inflation also increased from 2.8% to 3% in May. The Norwegian krone fell by 1.5% against the US dollar this week. The recent OPEC meeting over the weekend concluded that all members agreed to the extension to curb oil production. We believe that oil prices will continue to recover, and recommend to stay long the Norwegian krone. Report Links: A New Paradigm For Petrocurrencies - April 10, 2020 Building A Protector Currency Portfolio - February 7, 2020 On Oil, Growth And The Dollar - January 10, 2020 Swedish Krona Chart II-19SEK Technicals 1 SEK Technicals 1 SEK Technicals 1 Chart II-20SEK Technicals 2 SEK Technicals 2 SEK Technicals 2 Recent data in Sweden have been mixed: Household consumption plunged by 10% year-on-year in April. The current account surplus increased from SEK 43.2 billion to SEK 80.6 billion in Q1. Headline consumer prices recovered from a 0.4% year-on-year decline to flat in May. The Swedish krona increased by 0.6% against the US dollar this week. Sweden is benefitting economically from a less stringent Covid-19 agenda. With very cheap valuations, we remain short EUR/SEK and USD/SEK. Report Links: Updating Our Balance Of Payments Monitor - November 29, 2019 Where To Next For The US Dollar? - June 7, 2019 Balance Of Payments Across The G10 - February 15, 2019 Trades & Forecasts Forecast Summary Core Portfolio Tactical Trades Limit Orders Closed Trades

Please note that yesterday we published Special Report on Egypt recommending buying domestic bonds while hedging currency risk. Today we are enclosing analysis on Hungary, Poland and Colombia. I will present our latest thoughts on the global macro outlook and implications for EM during today’s webcast at 10 am EST. You can access the webcast by clicking here. Yours sincerely, Arthur Budaghyan Hungary Versus Poland: Mind The Reversal Conditions are set for the Hungarian forint to outperform the Polish zloty over the coming months. We recommend going long the HUF against the PLN. Hungarian opposition parties criticized the government about the considerable depreciation in the forint. As a result, we suspect that political pressure from Prime Minister Viktor Orban led monetary authorities to alter their stance since April. Critically, the main architect of super-dovish monetary policy Marton Nagy resigned from the board of the central bank on May 28. In line with tighter liquidity, interbank rates have risen above the policy rate. This is marginally positive for the forint. The Hungarian central bank (NBH) tweaked its monetary policy in April after the currency had plunged to new lows against the euro, underperforming its Central European counterparts. The NBH widened its policy rate corridor by hiking the upper interest band to 1.85% and keeping the policy rate at 0.90%. The wider interest rate corridor makes it more costly for commercial banks to borrow reserves from the central bank. Hence, such liquidity tightening is positive for the forint. For years, Hungary was pursuing a super-easy monetary policy and consumer price inflation rose to 4% (Chart I-1). With the NBH keeping interest rates close to zero, real rates have plunged well into negative territory (Chart I-2, top panel). Chart I-1Hungary: Inflation Could Pause For Now Hungary: Inflation Could Pause For Now Hungary: Inflation Could Pause For Now Chart I-2Hungary Vs. Poland: Real Rates Reversal Is Coming Hungary Vs. Poland: Real Rates Reversal Is Coming Hungary Vs. Poland: Real Rates Reversal Is Coming     In brief, the central bank has been behind the inflation curve. As a result, the forint has been depreciating against both the euro and its central European peers. In such a situation, the key to reversal in the exchange rate trend would be the monetary authority’s readiness to raise real interest rates. The NBH has made a small step in this direction. Going forward, the central bank will be restrained in its quantitative easing (QE) program and will not augment it any further. So far, QE uptake has been slow: around half out of the available HUF 1,500 billion has been tapped by commercial banks and corporates. Importantly, the NBH announced its intention to sterilize its government and corporate bond purchases. Already, the commercial banks excess reserves at the central bank have fallen to zero, which suggests that liquidity is no longer abundant in the banking system (Chart I-3). In line with tighter liquidity, interbank rates have risen above the policy rate. This is marginally positive for the forint. Hungarian authorities have become more cognizant of the economic and financial risks associated with their ultra-accommodative policies. For instance, they initiated a clampdown on real estate speculation, which is leading to dwindling real estate prices. This will lead to a decline in overall inflation expectations and, thereby, lift expected real interest rates. The open nature of Hungary’s economy – whereby exports of goods and services constitute 85% of GDP - makes it much more sensitive to pan-European tourism and manufacturing cycles. With the collapse in its manufacturing and tourism revenues, wage growth in Hungary is bound to decelerate rapidly (Chart I-4). Chart I-3Hungary: Central Bank Has Drained Liquidity Hungary: Central Bank Has Drained Liquidity Hungary: Central Bank Has Drained Liquidity Chart I-4Economic Growth: Hungary Is More Vulnerable Than Poland Economic Growth: Hungary Is More Vulnerable Than Poland Economic Growth: Hungary Is More Vulnerable Than Poland   Rapidly deteriorating wage and employment dynamics reduces the odds of an inflation breakout anytime soon. This will cool down inflation and, thereby, increase real rates on the margin. The central bank in Poland will stay super accommodative while the National Bank of Hungary will be a bit less aggressive. Bottom Line: Although this monetary policy adjustment does not entail the end of easy policy in Hungary, generally, it does signal restraint on the part of monetary authorities resulting from a much reduced tolerance for currency depreciation. This creates conditions for the forint to outperform. Poland In the meantime, Polish monetary authorities have switched into an ultra-accommodative mode. Recent policy announcements by the National Bank of Poland (NBP) represent the most dramatic example of policy easing in Central Europe. Such a policy stance in Poland will produce lower real rates than in Hungary, which is negative for the Polish zloty against the forint. The NBP is set to finance the majority of a new 11% of GDP fiscal spending program enacted by the government amid the COVID-19 lockdowns. This amounts to de-facto public debt and fiscal deficit monetization. The latter will not be sterilized unlike in Hungary and will therefore lead to an excess liquidity overflow in the banking system. The Polish central bank has cut interest rates by 140 bps to 10 bps since March. Pushing nominal rates down close to zero has produced more negative real policy rates than in Hungary (Chart I-2, top panel on page 2). Also, Polish prime lending rates in real terms have fallen below those in Hungary (Chart I-2, bottom panel). Chances are that inflation in Poland will also prove to be stickier than in Hungary due to the minimum wage raise at the beginning of the year and very aggressive fiscal and monetary stimulus since the pandemics has erupted (Chart I-5). Critically, the Polish economy is much less open than Hungary’s, and it is therefore less vulnerable to the collapse of pan-European manufacturing and tourism. This will ensure better employment and wage conditions in Poland. All in all, Poland’s final demand outperformance, versus Hungary, will contribute to a higher rate of inflation there. Bottom Line: The central bank in Poland will stay super accommodative while the National Bank of Hungary will be a bit less aggressive. This is producing a U-turn in both countries’ nominal and relative real interest rates, which heralds a reversal in the HUF / PLN cross rate (Chart I-6). Chart I-5Polish Inflation Will Be Sticker Than In Hungary Polish Inflation Will Be Sticker Than In Hungary Polish Inflation Will Be Sticker Than In Hungary Chart I-6Go Long HUF / Short PLN Go Long HUF / Short PLN Go Long HUF / Short PLN   Investment Strategy For Central Europe A new trade: go long the HUF versus the PLN. Take a 3% profit on the short HUF and PLN / long CZK trade. Close the short IDR / long PLN trade with a 20% loss. Downgrade central European bourses (Polish, Czech and Hungarian) from an overweight to a neutral allocation within the EM equity benchmark. Lower for longer European interest rates disfavor bank stocks that dominate central European bourses. Andrija Vesic Associate Editor andrijav@bcaresearch.com Colombia: Continue Betting On Lower Rates Colombia has been badly hit by two shocks: the precipitous fall in oil prices and the strict quarantine measures to constrain the spread of the COVID-19 outbreak. An underwhelming fiscal stimulus in response to the lockdowns will further weigh on private demand. An underwhelming fiscal stimulus in response to the lockdowns will further weigh on private demand. We have been recommending receiving 10-year swap rates in Colombia since April 23rd and this strategy remains unchanged: While oil prices seem to have rebounded sharply, they will remain structurally low (Chart II-1). The Emerging Markets Strategy team's view is that oil prices will average $40 per barrel this year and next.1 After the recent rally, chances of further upside in crude prices are limited. Chart II-1A Long-Term Perspective On Oil Prices A Long-Term Perspective On Oil Prices A Long-Term Perspective On Oil Prices Table II-1Colombia’s Fiscal Package Is The Lowest In The Region Hungary Versus Poland; Colombia Hungary Versus Poland; Colombia Colombia's high sensitivity to oil prices is particularly visible via its current account balance. Indeed, Colombia’s net crude exports cover as much as 50% of the current account deficit, such that low oil prices severely affect the currency and produce a negative income shock for the economy. Fiscal policy remains unreasonably tight, especially in the face of the global pandemic. The government’s fiscal response plan amounts to only a meagre 1.5% of GDP. This is low not only compared to advanced economies but also to the rest of Latin America (Table II-1). Moreover, President Duque’s administration has been running the tightest fiscal budget in almost a decade, with the primary fiscal balance reaching 1% of GDP before the pandemic. The country’s COVID-19 response has been fast and effective. Colombia has managed to achieve the lowest amount of infections and deaths among major economies in Latin America (Chart II-2). Chart II-2COVID-19 Casualties Across Latin America COVID-19 Casualties Across Latin America COVID-19 Casualties Across Latin America Duque’s administration has taken a pragmatic approach to handling the pandemic by enforcing strict lockdowns and banning international and inter-municipal travel since late March, only three days after the country’s first casualty. Further, the nationwide confinement measures have been extended until July 1st, with particularly stringent rules applying to major cities. These have helped the country avoid a nation-wide health crisis, but they will engender prolonged economic pain. Regarding monetary stimulus, the central bank (Banrep) has cut interest rates by 150 basis points since March of this year. It also embarked on the first and largest QE program in the region. Banrep has committed to purchase 12 trillion pesos worth of government and corporate securities (amounting to a whopping 8% of GDP). Consumer price inflation is falling across various core measures and will drop below the low end of Banrep’s target range (Chart II-3). This will push the central bank to continue cutting rates. Despite the monetary easing, nominal lending rates are still restrictive. Real lending rates (deflated by core CPI) remain elevated at 7% (Chart II-4). Chart II-3Colombia: Inflation Will Fall Below Target Colombia: Inflation Will Fall Below Target Colombia: Inflation Will Fall Below Target Chart II-4Colombia: Real Lending Rates Are Still High Colombia: Real Lending Rates Are Still High Colombia: Real Lending Rates Are Still High Chart II-5The Colombian Economy Was Already Under Pressure The Colombian Economy Was Already Under Pressure The Colombian Economy Was Already Under Pressure Importantly, there has not been an appropriate amount of credit support and debt waving programs for SMEs, as there has been in many other countries. Given that SMEs employ a large share of the workforce, and that household spending accounts for about 70% of GDP, consumer spending and overall economic growth will contract substantially and be slow to recover. Employment rates had already been contracting, and wage growth downshifting, before the pandemic started (Chart II-5). Household income is now certainly in decline as major cities are in full lockdown and economic activity is frozen. Investment Recommendations Even though we are structurally positive on the country due to its orthodox macroeconomic policies, positive structural reforms, and low levels of debt among both households and companies, we maintain a neutral allocation on Colombian stocks within an EM equity portfolio. This bourse is dominated by banks and energy stocks. The lack of both fiscal support and bank loan guarantees amid the recession means that banks will carry the burden of ultimate losses. They will suffer materially due to loan restructuring and defaults. For fixed income investors, we reiterate our call to receive 10-year swap rates and recommend overweighting local currency government bonds versus the EM domestic bond benchmark. The yield curve is steep and real bond yields are elevated (Chart II-6). Hence, long-term interest rates offer great value. Additional monetary easing, including quantitative easing, will suppress yields much further. Chart II-6A Great Opportunity In Colombian Rates A Great Opportunity In Colombian Rates A Great Opportunity In Colombian Rates Chart II-7The COP Has Depreciated Considerably The COP Has Depreciated Considerably The COP Has Depreciated Considerably   We are upgrading Colombia sovereign credit from neutral to overweight within an EM credit portfolio. General public debt (including the central and state governments) stands at 59% of GDP. Conservative fiscal policy and the central bank’s large purchases of local bonds will allow the government to finance itself locally. Presently, 40% of public debt is foreign currency and 60% local currency denominated. As a result, sovereign credit will outperform the EM credit benchmark. In terms of the currency, we recommend investors to be cautious for now. Even though the peso is cheap (Chart II-7), another relapse in oil prices or a potential flare up in social protests could cause further downfall in the currency. Juan Egaña Research Associate juane@bcaresearch.com   1 This differs from the view of BCA’s Commodities and Energy Strategy service. We believe structural forces such as the lasting decline in air travel and commuting will impede a recovery in oil demand while, at the same time, US shale production will rise again considerably if crude prices rise and remain well above $40   Equities Recommendations Currencies, Credit And Fixed-Income Recommendations

Highlights Rising Bond Yields: Global risk assets are discounting a V-shaped economic recovery. With economic data starting to revive as more economies emerge from virus-related shutdowns, bond yields are showing signs of following suit. Duration Strategy: Even with global yields showing signs of a cyclical bottom, we continue to recommend a neutral duration stance. Central banks will remain highly accommodative given the lack of inflationary pressures after the deep COVID-19 recessions. There are still significant risks in the coming months from a potential second wave of coronavirus after economies reopen, worsening US-China relations and domestic US sociopolitical turmoil. Duration Proxy Trades: Given those lingering uncertainties, we prefer to focus on “duration-lite” trades in the developed economies, like overweighting inflation-linked government bonds versus nominals as inflation expectations will drift higher over the next 6-12 months. Feature Dear Client, Next week, instead of publishing a regular Weekly Report, we will hold a webcast on Tuesday, June 16 at 10:00 am ET, discussing our latest views on global fixed income markets. The format will be a short presentation, followed by a Q&A session. We hope you will join us, armed with interesting questions. Kind regards, Rob Robis, Chief Fixed Income Strategist Chart of the WeekBond Yields Bottoming, But Backdrop Not Yet Bearish Bond Yields Bottoming, But Backdrop Not Yet Bearish Bond Yields Bottoming, But Backdrop Not Yet Bearish Bond yields around the world awoke from their COVID-19 induced slumber last week, responding to a growing body of evidence indicating that global growth has bottomed. Over a span of four days, benchmark 10-year government bond yields rose in the US (+20bps), Germany (+13bps), Canada (+20bps), China (+14bps), Japan (+4bps), Mexico (+13bps) and the UK (+12bps). There is potential for yields to continue drifting higher over the next few months, as more countries reopen from virus-related shutdowns. The bounce already seen in survey data like manufacturing and services PMIs, as well as economic sentiment measures like the global ZEW index, should soon translate into real improvements in activity data. This comes at a time when rising commodity prices, most notably oil, suggest that depressed inflation expectations can lead bond yields higher. The cyclical bottom for global yields has likely passed, based on the improvement already seen in our own Global Duration Indicator (Chart of the Week). However, economic policy uncertainty remains elevated as devastated economies try to reopen from lockdowns. In addition, our Central Bank Monitors continue to indicate pressure on policymakers to keep interest rates as low as possible to maintain easy financial conditions as easy as possible. Tighter monetary policies remain a distant prospect, given very high unemployment rates. The cyclical bottom for global yields has likely passed, based on the improvement already seen in our own Global Duration Indicator. Amid those uncertainties, we recommend maintaining a neutral strategic (6-12 months) and tactical (0-6 months) stance on overall duration exposure in fixed income portfolios. Instead, we prefer focusing on lower volatility trades that will benefit from improving global growth and policy reflation, like going long inflation-linked bonds versus nominal government debt throughout the developed markets with breakevens looking too low on our models. Why Are Bond Yields Rising Now? We see five main reasons why global bond yields have started to move higher: 1) Investor risk aversion is declining There has been a sharp recovery in global risk appetite since late March, diminishing the demand for risk-free global government debt. In the US, the S&P 500 is up 43% from its March lows, while the NASDAQ index is back to the all-time highs reached before the coronavirus turned into a global pandemic (Chart 2). US corporate debt has also performed well since the March 23rd peak in spreads, with investment grade and high-yield spreads down -227bps and -564bps, respectively. Non-US assets are also flying, with emerging market (EM) equities up 29% and EM USD-denominated corporate debt up 14% in excess return terms over US Treasuries since the March trough. Even severely lagging assets like European bank stocks are showing a pulse, up 38% since the lows of May 15. Commodity prices are also improving, led not only by gains in oil after the April crash by recoveries in the prices of growth-sensitive commodities like copper (+17%) and lumber (+42%). Add it all up, and the message is clear: investors now prefer risk to safety, which has tempered the demand for government bonds. The flipside of the boom in risk appetite is weakening prices for safe haven assets (Chart 3). The price of gold in US dollar terms is down -4% from the 2020 high on May 20, while the euro price of gold is down –6%. Safe haven currencies like the Japanese yen and Swiss franc have underperformed, while interest rate volatility measures like the US MOVE index and long-dated euro swaption volatility are back to the pre-coronavirus lows. Chart 2Risk Assets Are Booming Worldwide Risk Assets Are Booming Worldwide Risk Assets Are Booming Worldwide Chart 3Safe Haven Trades Losing Luster Safe Haven Trades Losing Luster Safe Haven Trades Losing Luster Add it all up, and the message is clear: investors now prefer risk to safety, which has tempered the demand for government bonds that helped drive yields lower when risk assets were tanking in late February and March. 2) Global growth is improving One of the reasons for the improvement in investor risk appetite is belief that the world economy has exited from the severe COVID-19 global recession. While timely real data is still coming in slowly given reporting lags, there has been a notable bounce in survey data in many countries. PMIs for both manufacturing and services climbed higher in May (Chart 4). The expectations components of economic confidence measures like the ZEW indices have also recovered the losses seen in February and March. Data surprises have also been increasingly on the positive side of late in China, Europe and the US, including the shocking 2.5 million increase in US employment in May. However, the US unemployment rate remains very high at 13.3%, indicating abundant spare capacity that will likely take years, not months, to work off – a problem that most of the world will continue to deal with post-recession. 3) Central bank liquidity is booming The other main reason for the boom in risk asset performance that has started to put upward pressure on bond yields is the extremely accommodative stance of global monetary policy. This is occurring through 0% policy rates in the developed economies but, even more importantly, the aggressive expansion of central bank balance sheets through quantitative easing (QE). The Fed has its foot firmly on the monetary accelerator, with year-over-year growth in its balance sheet of 87% (Chart 5). The European Central Bank (ECB) is no slouch, though, with its balance sheet up 19% from a year ago and having expanded its Pandemic Emergency Purchase Program (PEPP) by another €600 billion last week. Chart 4Signs Of Life In The Global Economy Signs Of Life In The Global Economy Signs Of Life In The Global Economy Chart 5'QE Forever' Driving Money From Bonds To Risk Assets QE Forever' Driving Money From Bonds To Risk Assets QE Forever' Driving Money From Bonds To Risk Assets The combined annual growth of the central bank balance sheets for the “G4” (the Fed, ECB, Bank of Japan and Bank of England) is now up to 26%. The rate of G4 balance sheet expansion has been a reliable leading indicator of global risk asset performance since the 2008 financial crisis (with about a 12-month lead), and the current boom in “liquidity” suggests that the current rise in global equity and corporate bond markets can continue over the next year. Easing global financial conditions are now returning to levels that should support economic growth in the coming months, helping to mitigate (but not eliminate) the potential credit stresses from companies that have suffered during the COVID-19 recession. This recovery remains fragile, however, and policymakers will continue to maintain an extremely dovish policy bias – even with significant fiscal stimulus measures also in place to help economies climb out of recession. This suggests that the current rise in global bond yields is not the start of a new bond bear market driven by expectations of tighter monetary policies. The current rise in global bond yields is not the start of a new bond bear market driven by expectations of tighter monetary policies. Chart 6Global Bond Sentiment Is Still Very Bullish Global Bond Sentiment Is Still Very Bullish Global Bond Sentiment Is Still Very Bullish 4) Bullish sentiment for bonds is at extremes From a contrarian perspective, another factor helping put a floor underneath bond yields is investor sentiment towards fixed income, which remains bullish. The widely followed ZEW survey of economic forecasters also contains a question on the expected change in bond yields over the next year. The latest read on the surveys shows a net balance still expecting lower bond yields in the US, Germany, the UK and Japan, nearing levels seen prior to the end of the recessionary bond bull markets in the early 2000s and after the 2008 financial crisis (Chart 6). In addition, the Market Vane survey of bullish sentiment on US Treasuries is nearing past cyclical peaks, suggesting limited scope for new bond buyers that could drive US yields to new lows. 5) Inflation expectations are moving higher Finally, global yields are rising because the inflation expectations component of yields has started to move higher. The hyper-easy stance of monetary policy is playing a role here. Market-based inflation expectations measures like the breakevens on inflation-linked bonds (or CPI swap rates) are a vote of confidence by investors in the “appropriateness” of policy settings. The fact that inflation expectations are now drifting higher suggests that bond markets now believe that central banks are now "easy" enough to give inflation a shot at rising sustainably as growth recovers. Global yields are rising because the inflation expectations component of yields has started to move higher. Chart 7Oil Prices & Breakeven Inflation Rates Are Both Recovering Oil Prices & Breakeven Inflation Rates Are Both Recovering Oil Prices & Breakeven Inflation Rates Are Both Recovering This move higher in inflation expectations can continue in the coming months, particularly with global oil prices likely to move even higher. Our colleagues at BCA Research Commodity & Energy Strategy are quite bullish on oil prices, forecasting the benchmark Brent oil price to rise to around $50/bbl by the end of 2020 and continuing up to $78/bbl by the end of 2021. Such an outcome would push up market-based inflation expectations, and likely put more upward pressure on nominal bond yields, given the strong correlation between oil and inflation breakevens in the developed economies that has existed over the past decade (Chart 7). Bottom Line: Global risk assets are discounting a V-shaped economic recovery. With economic data starting to revive as more economies emerge from virus-related shutdowns, bond yields are showing signs of following suit. Duration Strategy For The Next Few Months The trends in growth, inflation and financial conditions all suggest bond yields can continue to drift higher over at least the next 3-6 months. Yet given the potential for a negative shock from a second wave of coronavirus infection, or geopolitical uncertainties in a volatile US election year, a below-benchmark global duration stance is not yet warranted. This is especially true with unemployment rates in most countries remaining elevated even as growth rebounds from recession, forcing central banks to maintain a very dovish policy posture. Our “Risk Checklist” that we have been monitoring to move to a more aggressive recommended investment stance on global spread product – the US dollar, the VIX and the number of new COVID-19 cases - can also be helpful in helping us determine when to shift to a more defensive bias on global duration. On that note, the Checklist still argues for a neutral duration stance, rather than positioning for a big move higher in yields. The US dollar has started to soften, but remains at a very high level relative to interest rate differentials (Chart 8). A weaker greenback is a source of global monetary reflation, primarily through changes in the prices of commodities and other traded goods that are denominated in dollars, but also by helping alleviate funding pressures for companies that have borrowed heavily in US dollars (especially in the emerging world). The dollar is also an “anti-growth” currency that appreciates during periods of slowing global growth, and vice versa, so some depreciation should unfold as more of the world economy emerges from lockdown (middle panel). The VIX index – a measure of investor uncertainty - continues to climb down from the massive surge in February and March, now sitting at 26 after peaking around 80. This is the one part of our Risk Checklist that argues for reducing duration exposure now. We prefer trades that will benefit from the combination of continued global policy reflation and growing investor risk appetite. We call these “duration-lite” trades. The daily number of new reported cases of COVID-19 (using data from the World Health Organization) has come down dramatically in Europe, but in the US the decline in new cases has stalled over the past month – a worrisome sign as the country continues to reopen amid mass protests in major cities (Chart 9). New cases outside the US and Europe are rapidly moving higher, however, primarily in major Latin American countries like Brazil and Mexico. This suggests that while there is a concern about a “second wave” of coronavirus later in the year, the risks from the first wave are far from over. Chart 8Still Not Much Reflationary Push From A Weaker USD Still Not Much Reflationary Push From A Weaker USD Still Not Much Reflationary Push From A Weaker USD Chart 9The COVID-19 Threat Has Not Gone Away The COVID-19 Threat Has Not Gone Away The COVID-19 Threat Has Not Gone Away Instead of shifting to a below-benchmark recommended stance on overall portfolio duration too soon in the cycle, we prefer trades that will benefit from the combination of continued global policy reflation and growing investor risk appetite. We call these “duration-lite” trades. Specifically, we like owning inflation-linked government bonds versus nominal debt, while also positioning for steeper government yield curves (on a duration-neutral basis). Longer-dated breakeven inflation rates within the major developed markets are becoming increasingly correlated to both the level of 10-year government bond yields (Chart 10) and the slope of the 2-year/10-year yield curve (Chart 11). Chart 10Rising Inflation Expectations Will Lead To Higher Bond Yields ... Rising Inflation Expectations Will Lead To Higher Bond Yields ... Rising Inflation Expectations Will Lead To Higher Bond Yields ... Chart 11... And Steeper Yield Curves ... And Steeper Yield Curves ... And Steeper Yield Curves In terms of country selection for these trades, we look to the valuations on inflation-linked bond breakevens from our modeling framework that we introduced back in late April.1 In that framework, we model 10-year breakevens as a function of oil prices, exchange rates and the long-run trend in realized inflation. Chart 12Global Inflation Breakevens Look Cheap On Our Models Global Inflation Breakevens Look Cheap On Our Models Global Inflation Breakevens Look Cheap On Our Models In Chart 12, we show the deviation of 10-year inflation breakevens from the model-implied fair value, shown both terms of standard deviations and basis points. The “cheapest” breakevens from our models are for inflation-linked bonds in Italy and Canada, although almost all counties (outside of the UK) have breakevens to look far too low. This suggests that global bond investors should consider a multi-country portfolio of inflation-linked bonds versus nominal paying equivalents – or in countries where the inflation-linked bond markets are small and illiquid, duration-neutral yield curve steepeners - as a more efficient way to play for a continuation of the current reflationary global backdrop without taking duration risk. Bottom Line: Even with global yields showing signs of a cyclical bottom, we continue to recommend a neutral duration stance. Given the lingering uncertainties about a second wave of coronavirus, and the rising political and social tensions in the US only five months before the presidential election, we prefer to focus on “duration-lite” trades in the developed economies - like overweighting inflation-linked government bonds versus nominals as inflation expectations will drift higher over the next 6-12 months.   Robert Robis, CFA Chief Fixed Income Strategist rrobis@bcaresearch.com Footnotes 1 Please see BCA Research Global Fixed Income Strategy Weekly Report, "Global Inflation Expectations Are Now Too Low", dated April 28, 2020, available at gfis.bcaresearch.com. Recommendations The GFIS Recommended Portfolio Vs. The Custom Benchmark Index Global Yields Are Stirring, But It’s Not Yet A Bond Bear Market Global Yields Are Stirring, But It’s Not Yet A Bond Bear Market Duration Regional Allocation Spread Product Tactical Trades Yields & Returns Global Bond Yields Historical Returns

How Much Is Too Much Inflation? How Much Is Too Much Inflation? A profligate US government where $3 trillion + fiscal packages are passed with a strong bipartisan consensus, rising odds of increased defense and infrastructure spending, a renewed focus on protecting America’s industrial champions from competition (foreign or domestic), and a robust protectionist agenda (again, on both sides of the aisle), are all inherently inflationary and negative for bonds, ceteris paribus. A whiff of inflation would be a positive for the broad equity market, further fueling the “risk on”, liquidity-driven, melt-up phase. However, historically when inflation has entered the 3.7%-4% zone in the past, the broad equity market has stumbled (see chart). Despite these powerful longer-term inflationary forces, our working assumption is that, in the next 9-12 months, headline CPI inflation will only renormalize, rather than surge, as the coronavirus-induced deficient demand and excess supply dynamic will take time to reach a new equilibrium. Bottom Line: We remain constructive on the prospects of the broad equity market on a cyclical 9-12 month time horizon. For a detailed discussion on inflationary forces and their effects on the S&P 500 GICS1 sectors, please refer to this Monday’s Special Report.  

The COVID-19 induced recession has accelerated several paradigm shifts that were already afoot. Populism, anti-immigrant sentiment, deglobalization, and fiscal profligacy were replete – particularly in the US – even before the pandemic. For the first time since WWII, the US budget deficit significantly expanded for three years running at a time when the unemployment rate was declining, late in the cycle. We fear that the Washington Consensus – a catchall term for fiscal prudence, laissez-faire economics, free trade, and unfettered capital flows – is being replaced by economic populism, by a Buenos Aires Consensus, as our geopolitical strategists have posited in the past. Buenos Aires Consensus is our catchall term for everything that is opposite of the Washington Consensus: less globalization, fiscal stimulus as far as the eyes can see, erosion of central bank independence, and a dirigiste (as opposed to laissez-faire) approach to economics that seeks to protect “state champions,” stifles innovation, and ultimately curbs productivity growth. The most important long-term consequence of the Buenos Aires Consensus will be higher inflation. And we are not talking just the asset price kind – which investors have enjoyed over the past decade – but of the more traditional flavor: consumer price inflation (Chart 1). Chart 1Inflation Is Coming Inflation Is Coming Inflation Is Coming A profligate US government where $3 trillion + fiscal packages are passed with a strong bipartisan consensus, rising odds of increased defense and infrastructure spending, a renewed focus on protecting America’s industrial champions from competition (foreign or domestic), and a robust protectionist agenda (again, on both sides of the aisle), are all inherently inflationary and negative for bonds, ceteris paribus. A whiff of inflation would be a positive for the broad equity market, further fueling the “risk on”, liquidity-driven, melt-up phase. However, historically when inflation has entered the 3.7%-4% zone in the past, the broad equity market has stumbled (Chart 2). Despite these powerful longer-term inflationary forces, our working assumption is that, in the next 9-12 months, headline CPI inflation will only renormalize, rather than surge, as the coronavirus-induced deficient demand and excess supply dynamic will take time to reach a new equilibrium (Chart 3). Chart 2Only A Whiff Of Inflation Is Good For Stocks Only A Whiff Of Inflation Is Good For Stocks Only A Whiff Of Inflation Is Good For Stocks Importantly, the magnitude of the economic damage, the likelihood that a “second wave” requires renewed lockdowns, and a new steady state of the apparent “square root” type of recovery remain unknown. This means that “deflationistas” may continue to have an upper hand on the “inflationistas”, as witnessed by the subdued inflation expectations (Chart 3). Chart 3In The Near-Term Disinflation Looms In The Near-Term Disinflation Looms In The Near-Term Disinflation Looms The Federal Reserve’s Function As The Lender Of Last Resort What is certain is the Fed’s resolve to keep things gelled together and allow businesses and the economy enough time to heal and overcome the coronavirus shock. Simply put, there are high odds that the Fed will remain accommodative and take inflation risk “sitting down” for quite some time, certainly for the next year, and likely longer (Chart 4). While early on, the Powell-led Fed had been ambivalent, the FOMC’s swift and immense response to the coronavirus calamity with unorthodox monetary policies has been appropriate and unprecedented (Chart 5). Clearly, the sloshing liquidity cannot cure the coronavirus, but providing the credit needed in parts of the financial markets and select business sectors that had completely dried up was the proper policy response. The Fed acted promptly as a lender of last resort. Unlike the difficulty in defeating deflation – look no further than Japan – ending inflation is easy. The great Paul Volcker has taught the Fed and the world how to break the back of inflation. The Fed, therefore, has the credible tools to deal with a possible inflationary impulse. Chart 4Do Not Fight The Mighty Fed Do Not Fight The Mighty Fed Do Not Fight The Mighty Fed Chart 5Joined At The Hip Joined At The Hip Joined At The Hip Until economic growth regains its footing and climbs to its post-GFC steady 2-2.5% real GDP growth profile, the probability is high that the Fed will take some inflation risk (Chart 6). Chart 6The Fed Can Afford To Take Inflation Risk The Fed Can Afford To Take Inflation Risk The Fed Can Afford To Take Inflation Risk This is especially the case given that political risk in the US is tilted to the downside. With income inequality at nose bleeds levels, US policymakers (both fiscal and monetary authorities) will hesitate to act on the inflation mandate with gusto and objectivity (Chart 7). Chart 7The Apex Of Globalization And Income Inequality The Apex Of Globalization And Income Inequality The Apex Of Globalization And Income Inequality The Fed will therefore not rush to abruptly tighten monetary policy, a view confirmed by the bond market: fed funds futures are penciling a negative fed funds rate in mid-2021 and ZIRP as far as the eye can see (Chart 8). A sustainable breakout in bond yields would require inflation (and to a lesser extent real GDP growth) to significantly surprise to the upside, which would compel the Fed to aggressively raise the fed funds rate. But that is not on the immediate horizon especially given the recent coronavirus-related blow to unit labor costs (please see Appendix below). Even if there were an inflationary backup in longer term Treasury yields, yield curve control is a tool the Fed is considering, something it first tried on the Treasury’s orders during and following WWII for a nine year period. Chart 8ZIRP As Far As The Eye Can See ZIRP As Far As The Eye Can See ZIRP As Far As The Eye Can See Dollar And The Inflationary Valve Importantly, the US dollar’s direction will be critical in determining whether any lasting inflation acceleration occurs. The top panel of Chart 9 shows that inflation accelerates during U.S. dollar bear markets. A depreciating greenback greases the wheels of the global financial system and also serves as a global growth locomotive given that trade is largely conducted in US dollars (bottom panel, Chart 9). Thus, the Fed’s recent US dollar swap lines to other Central Banks, along with its FIMA facility, were instrumental in unclogging the global financial system. Sloshing US dollar liquidity restored a semblance of normality to asset prices (Chart 10). Chart 9Inversely Correlated Inversely Correlated Inversely Correlated Chart 10Ample Liquidity To Debase The Greenback Ample Liquidity To Debase The Greenback Ample Liquidity To Debase The Greenback As we highlighted in our December 16 Special Report titled “Top US Sector Investment Ideas For The Next Decade” ,1 there are rising odds that a US dollar bear market takes root this decade. Eventually, the steeper the greenback’s fall, the higher the chance of a longer lasting inflationary spurt as US import price inflation will rear its ugly head (Chart 11). Chart 11US Dollar Bear Markets Are Synonymous With Inflation US Dollar Bear Markets Are Synonymous With Inflation US Dollar Bear Markets Are Synonymous With Inflation So What? While, in the near-term, accelerating inflation is a negligible risk owing to excess economic slack, in the intermediate-term, it is a rising probability outcome. BCA’s long-held de-globalization theme,2 the US/Sino trade war that is here to stay irrespective of the next electoral outcome and excessive US government fiscal largesse will likely, in the next two-to-three years, swing the global deflation/inflation pendulum toward sustained inflation (Chart 12). For investors that are worried about the prospect of higher inflation, the purpose of this Special Report is to serve as an equity sector positioning roadmap, especially if inflationary pressures become more acute sooner than we anticipate. Chart 12Deglobalization Will Result In Inflation Deglobalization Will Result In Inflation Deglobalization Will Result In Inflation Historically, inflation has been synonymous with an aggressive Fed and hard asset outperformance, suggesting that deep cyclical sectors would be the primary beneficiaries. Table 1 shows that over the last six major inflationary cycles, energy, materials, real estate and health care have been consistent outperformers. On the flip side, utilities, tech and telecom have been clear underperformers. The remaining sectors have been a mixed bag. Table 1S&P 500 Sector Performance During Inflationary Periods Revisiting Equity Sector Winners And Losers When Inflation Climbs Revisiting Equity Sector Winners And Losers When Inflation Climbs With the exception of real estate, our portfolio will benefit from an accelerating inflationary backdrop. However, our early- and late-cyclical preference to defensives is a consequence of the current stage of the cycle: when in recession it pays to have a cyclical portfolio bent (please see Charts 6 and 7 from our mid-April Weekly Report).3 Ultimately, we expect relative profit trends to dictate relative performance on a cyclical investment horizon, and are not rushing to further shift our portfolio in order to benefit from accelerating inflation. What follows is a one page per sector analysis of the impact of inflation on pricing power and performance. Sectors are ranked by their average returns (largest to smallest) in the six inflationary cycles we studied as shown on Table 1.   Anastasios Avgeriou US Equity Strategist anastasios@bcaresearch.com Health Care Health care stocks have consistently outperformed during the six inflationary periods we examined. Over the long haul, it has paid to overweight this sector given the structural uptrend in relative share prices. Spending on health care services is non-cyclical and demand for such services is on a secular rise around the globe most recently further catalyzed by the COVID-19 pandemic: in the developed markets driven largely by the aging population and in the emerging markets by the accelerating adoption of health care safety nets and higher standards. Chart 13Health Care Health Care Health Care Health care pricing power is expanding at a healthy clip, outshining overall CPI. Importantly, recent geopolitical uncertainty had cast a shadow on the sector’s pricing power prospects that suffered from a constant derating. Now that political uncertainty has lifted as Biden is a more moderate Democratic President candidate than either Sanders or Warren, a rerating looms. Finally, demand for health care goods and services will not only remain robust, but also get a boost from the recent coronavirus pandemic as governments around the globe beef up their health care response systems. Chart 14Health Care Health Care Health Care Energy The energy sector comes out on top of the median relative return results in times of inflation, and second best in average terms (Table 1 above). Oil price surges are typically synonymous with other forms of inflation. During the six inflationary periods we analyzed, all but one period were associated with relative share outperformance. Oil producers in particular benefit from the increase in the underlying commodity almost immediately (assuming little to no hedging), which also serves as an excellent inflation hedge. Chart 15Energy Energy Energy Relative energy pricing power collapsed during the COVID-19 accelerated recession plumbing multi-decade lows. Saudi Arabia’s decision in early-2020 to refrain from balancing the oil market triggered a plunge in WTI crude oil prices to negative $40/bbl. While global demand remains deficient, this breakdown in oil prices has brought some much needed supply discipline in global oil producers including US shale. As the reopening of economies takes hold oil demand will recover and absorb excess oil inventories. While base effects will push crude oil inflation to the stratosphere in Q1/2021, eventually a more balanced global oil market will pave the way to a sustainable rebound in oil prices. Chart 16Energy Energy Energy Real Estate REITs have outperformed the overall market during the five inflationary periods we analyzed, exemplifying their hard asset profile. While the 1976-81 iteration skewed the mean results, REITs still come out with the third best showing among the top eleven sectors even on median return basis (Table 1 above). Real estate prices tend to appreciate when inflation is accelerating, because landlords have consistently raised rents at least on a par with inflation. Chart 17Real Estate Real Estate Real Estate Following the GFC trough, REITs pricing power has outpaced the overall CPI. CRE selling prices had been on a tear since the GFC, but the ongoing recession has short-circuited this hard asset’s near uninterrupted price appreciation; according to Green Street Advisors, average CRE prices contracted by roughly 10% in April. Worrisomely the persistent multi-family construction boom and the “amazonification” of the economy will act as a restraint to the apartment REIT and shopping center REIT segments, respectively. Tack on the longer-term knock-on effects of the work-from-home wave that has staying power and even office REITs may suffer a demand-related deflationary shock. Chart 18Real Estate Real Estate Real Estate Materials Materials equities have a tight positive correlation with accelerating inflation. Resource-related stocks are the closest representation of hard assets, given their ability to store value among the eleven GICS1 sectors. As inflation takes root and commodity prices rise, materials sales and EPS growth get a boost with relative share prices following right behind. Chart 19Materials Materials Materials Our relative materials pricing power gauge is currently contracting, but encouragingly it is showing some signs of stabilization. The drubbing in Chinese GDP in Q1 has dealt a blow to commodities-related demand and thus prices as infrastructure projects ground to a halt. As the Chinese economy has restarted slightly ahead of developed markets a return to normalcy is a high probability outcome in the back half of the year. Keep in mind that the delayed effect of stimulus spending should also hit in Q3 and Q4 likely further tightening commodity markets. Chart 20Materials Materials Materials Consumer Discretionary While the overall trend in consumer discretionary stocks has been higher since the mid-1970s, relative performance mostly declines during inflationary times. Consumer spending takes the backseat as a performance driver when interest rates rise on the back of higher inflation. In addition, previous inflationary periods have also coincided with surging energy prices, representing another source of diminishing consumer discretionary purchasing power. Chart 21Consumer Discretionary Consumer Discretionary Consumer Discretionary Consumer discretionary selling prices are expanding relative to overall wholesale price inflation, and are on a trajectory to hit double digit growth. Deflating energy prices, ultra-loose monetary conditions and the $3tn fiscal stimulus have kept the US consumer afloat. As Washington and the Fed are providing a lifeline to the economy during the recession, the reopening of the economy has the potential to turbo-charge consumer discretionary spending as pent up demand will get unleashed. Chart 22Consumer Discretionary Consumer Discretionary Consumer Discretionary Financials Financials relative returns are neither hot nor cold when inflation rears its ugly head. In fact they sit in the middle of the pack in terms of relative median and mean returns. This lack of consistency reflects different factors that exerted significant influence in some of these inflationary periods. Moreover, Chart 23 shows that relative share prices have been mean reverting since the 1960s, likely blurring the inflation influence. Ultimately, the yield curve, credit growth and credit quality determine the path of least resistance for the relative share price ratio of this early cyclical sector. Chart 23Financials Financials Financials Financials sector pricing power has jumped by about 450bps since the 2019 trough and have exited deflation. Given the recent steepening of the yield curve that is typical at the depths of the recession, the odds are high that sector pricing power will remain firm via rising net interest margins. Any easing in the regulatory backdrop even temporary could also provide a fillip to margins and offset the large precautionary provisioning that banks are taking to combat the looming recession-related losses. Chart 24Financials Financials Financials Industrials The industrials sector tends to outperform during inflationary periods. In fact, relative share prices have risen 50% of the time since the mid-1960s when inflation was accelerating. The two oil shocks in the 1970s raised the profile of all commodity-related sectors as investors were scrambling to find reliable inflation hedges. Chart 25Industrials Industrials Industrials Following a three-year period in the deflation zone, industrials relative pricing power is steadily rising, likely as a consequence of decreasing supplies, CEO discipline and the ongoing US/Sino trade war. The previously expansionary mindset has given way to retrenchment, as the scars from the late-2015/early 2016 manufacturing recession remain fresh. However, infrastructure spending is slated to increase at some point in late-2020 as China revs its economic engine and bolster the demand prospects for this deep cyclical sector. Chart 26Industrials Industrials Industrials Consumer Staples Similar to the health care sector, consumer staples stocks have been stellar outperformers over the past 55 years. The sector’s track record during the six inflationary periods we studied is split down the middle. Most consumer staples companies are global conglomerates and their efforts have been focused on building global consumer brands, allowing them to implement a stickier pricing strategy. As a result, overall inflation/deflation pressures are more benign. Chart 27Consumer Staples Consumer Staples Consumer Staples Relative consumer staples pricing power has slingshot higher and is flirting with the upper bound of the past three decade range near the 10% mark. The current recession has augmented the status of consumer staples. While the lockdowns has dealt a blow to select discretionary purchases, demand for staples has actually increased according to recent retail sales and inflation data releases. Tack on falling commodity input costs and the implication is that consumer staples manufacturers will likely continue to enjoy widening profit margins. Chart 28Consumer Staples Consumer Staples Consumer Staples Tech Technology stocks have underperformed every time inflation has accelerated with two exceptions, in the mid-to-late 1960s and mid-to-late 1970s. Creative destruction forces in the tech industry are inherently deflationary. As a result, tech business models have evolved to thrive during disinflationary periods. Moreover, tech stocks have become more mature than is typically perceived, generating enormous amounts of free cash flow. Cash flow growth is also steadier than in the past and has served as a catalyst to embark on shareholder friendly activities. Chart 29Tech Tech Tech Tech companies are constantly mired in deflation. While relative pricing power has been in an uptrend since 2016, it has recently soared as tech companies preserved their pricing power, but overall wholesale inflation has suffered a sizable setback. Importantly, demand for tech goods and services has remained resilient during the current recession, further adding to the allure of the tech sector. Chart 30Tech Tech Tech Utilities Utilities relative returns during inflationary bouts are the second worst among the top eleven sectors on an average basis and dead last on a median return basis (Table 1 above). In five out of the six inflationary phases we examined, utilities stocks suffered a setback. The industry’s lack of economic leverage and fixed income attributes anchor the relative share price ratio during inflationary times. Chart 31Utilities Utilities Utilities Our utilities sector pricing power proxy has sprung to life recently moderately outpacing overall inflation. Natural gas prices, the industry’s marginal price setter, have risen 18% since the early-April trough, signaling that recent utility pricing power gains have more upside. Nevertheless, as the economy is gradually reopening, soft data will stage a V-shaped recovery bolstering the odds of a selloff in the bond market. Such a backdrop will dampen the demand for high-yielding defensive equities, including pricey utilities. Chart 32Utilities Utilities Utilities Telecom Services Relative telecom services performance and inflation appear broadly inversely correlated since the early 1970s, underperforming 60% of the time when core PCE prices accelerate. Importantly, in two of the periods we studied (during the late-70s and the TMT bubble) the drawdowns were massive, skewing the mean results portrayed in Table 1 above. This fixed income proxy sector tends to suffer in times of inflation as competing assets dilute its yield appeal and vice versa. Chart 33Telecom Services Telecom Services Telecom Services Telecom services pricing power has been on a recovery mode since February 2017 when Verizon surprised investors and embarked on a price war by reinstating its unlimited plans in order to defend its market share. Importantly, earlier in the year telecom carriers relative selling prices exited deflation coinciding with the completion of the T-Mobile/Sprint deal. Intra-industry M&A is over as now only three major wireless providers are left raising the threat of monopolistic power. Nevertheless, the ongoing 5G deployment is of the utmost importance for telecom carriers and a foray further into cable/media/content services is inevitable so that the telecom incumbents move beyond being “dumb pipelines”. Chart 34Telecom Services Telecom Services Telecom Services Appendix Chart A1 CHART A1 CHART A1 Chart A2 CHART A2 CHART A2 Chart A3 CHART A3 CHART A3 Chart A4 CHART A4 CHART A4 Chart A5 CHART A5 CHART A5 Chart A6 CHART A6 CHART A6     Footnotes 1     Please see BCA US Equity Strategy Special Report, “Top US Sector Investment Ideas For The Next Decade” dated December 16, 2019, available at uses.bcaresearch.com 2     Please see BCA Geopolitical Strategy Special Report, “The Apex Of Globalization - All Downhill From Here” dated November 12, 2014, available at gps.bcaresearch.com 3    Please see BCA US Equity Strategy Weekly Report, “Fight Central Banks At Your Own Peril” dated April 14, 2020, available at uses.bcaresearch.com.

Dear Client, In lieu of our regular report next week, we will be sending you a Special Report from my colleague Jonathan LaBerge. Jonathan will be examining the global effectiveness of recent pandemic containment measures to judge both the odds of a second infection wave and what policy responses are likely to be effective in countering one were it to occur. I hope you find the report insightful. Best regards, Peter Berezin, Chief Global Strategist Highlights Fiscal deficits have soared in the wake of the pandemic, putting government debt-to-GDP ratios on a trajectory to reach post-WWII highs in many countries. Contrary to popular belief, there is little reason to think that fiscal relief will make it more difficult for governments to repay their obligations down the road. Larger budget deficits tend to increase overall national savings when the economy is depressed because private savings rise more than enough to compensate for the decline in government savings. The end result is a higher level of national wealth that governments can tax in the future. That said, there is more than one way to tax national wealth. For political reasons, higher inflation coupled with financial repression may prove to be more feasible than other forms of taxation. While inflation is not an imminent risk, it could become a formidable problem in two-to-three years. Investors should maintain below-benchmark levels of duration in fixed-income portfolios and favor inflation-linked securities over nominal bonds. Gold prices will rise over the long haul. The yellow metal should perform well even in the near term if the dollar weakens during the remainder of this year, as we anticipate. Real estate investors should reallocate capital away from densely populated urban areas towards suburbs and farmland. Stay Cyclically Overweight Equities Global equities continued to climb higher this week, as more countries reopened their economies. As we discussed three weeks ago in our report entitled “Risks To The U,” the main downside risk facing stocks is a second wave of the disease.1 While the number of new COVID-19 cases has declined in many countries, it continues to rise in others. As a result, the global tally of new cases remains broadly flat. The daily number of deaths seems to be trending lower, but that could easily reverse if social distancing measures are abandoned too quickly (Chart 1). Chart 1COVID-19: Global New Cases Remain Broadly Flat, While Deaths Seem To Be Trending Slightly Lower Will There Be A Fiscal Hangover? Will There Be A Fiscal Hangover? Chart 2Joined At The Hip Joined At The Hip Joined At The Hip Given this risk, we do not have a strong near-term (3-month) view on the direction of equities. Google searches for the “coronavirus” have closely correlated with equity prices and credit spreads (Chart 2). If fears of a new outbreak were to escalate, risk assets would suffer. Looking at a cyclical (12-month) horizon, we still recommend a modest overweight to stocks. Even if a vaccine does not become available later this year, increased testing should allow for a more economically palatable approach to containment strategies. Ample fiscal support will also help. As we provocatively asked in a report entitled “Could The Pandemic Lead To Higher Stock Prices?”,2 one can easily imagine a scenario where central banks keep rates near zero for the foreseeable future, while ongoing fiscal stimulus enables the labor market to reach full employment. Such an outcome could allow corporate profits to return to pre-pandemic levels, but leave the discount rate lower than before. The end result would be a higher fair value for the stock market. Although we would not counsel investors to bank on such a fortuitous outcome, the probability of it occurring is reasonably high – probably in the range of 30%-to-40%. This makes us inclined to favor stocks over a cyclical horizon. Will Indebted Governments Spoil The Party? One potential flaw in this bullish thesis is that massive government deficits could push up interest rates, crowding out private-sector investment in the process. As we argue below, such worries are misplaced for now. For the time being, bigger budget deficits will likely lead to an increase in overall savings, thus raising investment relative to what would have happened in the absence of any stimulus. That said, as we conclude towards the end of this report, there will come a time – probably in two-to-three years – when most economies are back to full employment. If budget deficits are still high at that point, inflation and long-term bond yields could end up rising substantially. Keynes To The Rescue The IMF expects budget deficits in advanced economies to exceed 10% of GDP in 2020, significantly higher than during the financial crisis. The sea of red ink is projected to push government debt-to-GDP ratios to fresh highs in many economies (Chart 3). Chart 3AGovernment Debt Levels Have Surged In The Wake Of The Pandemic Government Debt Levels Have Surged In The Wake Of The Pandemic Government Debt Levels Have Surged In The Wake Of The Pandemic Chart 3BGovernment Debt Levels Have Surged In The Wake Of The Pandemic Government Debt Levels Have Surged In The Wake Of The Pandemic Government Debt Levels Have Surged In The Wake Of The Pandemic Chart 4The Paradox Of Thrift: Not Just A Theory The Paradox Of Thrift: Not Just A Theory The Paradox Of Thrift: Not Just A Theory Should bond investors be worried? Not for now. One of John Maynard Keynes’ great insights was that an individual’s attempt to increase savings could lead to a collective decline in savings, a phenomenon he called the paradox of thrift. Keynes argued that if everyone tried to save more, the resulting contraction in spending would cause total employment to fall by so much that overall income would decline by more than spending. As a result, aggregate savings would fall. This is precisely what happened during the Great Depression and in the aftermath of the Global Financial Crisis (Chart 4). The paradox of thrift implies that bigger budget deficits in a depressed economy will lead to an increase in overall savings, as private savings rise more than one dollar for every dollar decline in government savings. S-I=CA One can see this point using the familiar macroeconomic accounting identity which says that the difference between what a country saves and invests should equal its current account balance.3 In the absence of a change in the current account balance, any increase in investment will translate into an increase in savings. If the government stimulates aggregate demand by increasing spending, cutting taxes, or boosting transfer payments, companies are likely to respond by investing more (or at least not cutting capital expenditures as much as they would otherwise). Thus, if fiscal stimulus raises investment, it will also raise aggregate savings. Chart 5Huge Spike In The US Personal Savings Rate Huge Spike In The US Personal Savings Rate Huge Spike In The US Personal Savings Rate This conclusion has important implications for bond yields. If bigger budget deficits lead to an increase in overall savings, there is no reason to expect real bond yields to rise very much, at least in the short term. The failure of bond yields to rise since March, when governments began to trot out one fiscal stimulus package after another, is a testament to this fact. So too is the stimulus-induced surge in the US personal saving rate, which reached a record high of 33% in April (Chart 5). All That Money Printing If bigger government budget deficits are, in some sense, self-financing, why are so many people convinced that the Fed and other central banks are effectively “monetizing” deficits by buying up bonds? Part of the answer has to do with how one defines monetization. Governments create money whenever they purchase goods or services or make transfers to the public by running down their deposits at the central bank. In theory, the public could use that money to buy government bonds, which would allow the government to replenish its account at the central bank. In practice, it is usually a bit more circuitous than that. Chart 6Commercial Banks Deposits, Bank Reserve Held At The Fed, And Fed Holdings Of Treasuries Have All Expanded This Year Commercial Banks Deposits, Bank Reserve Held At The Fed, And Fed Holdings Of Treasuries Have All Expanded This Year Commercial Banks Deposits, Bank Reserve Held At The Fed, And Fed Holdings Of Treasuries Have All Expanded This Year What normally happens is that the public places the money in a commercial bank deposit and the commercial bank then transfers the money to its account at the central bank. Next, the central bank buys the bonds from the government, crediting the government’s deposit account at the central bank in the process. Chart 6 shows that this is precisely what has happened this year: Commercial bank deposits, bank reserves held at the Fed, and the Fed’s holdings of Treasuries have all risen by roughly the same amount. Granted, there is a bit more to the story. If the central bank buys bonds, it will push down bond yields at the margin, allowing the government to finance itself more cheaply than it could otherwise. However, this is a far cry from the sort of “money printing” that many people have in mind. True debt monetization occurs when governments lose all access to outside financing, forcing the central bank to pick up the tab. Such situations invariably involve accelerating inflation and a collapsing currency, which often culminates in hyperinflation. This is clearly not the case today. Back To Full Employment The idea that bigger budget deficits can generate enough private savings to more than fully compensate for any loss in government savings is applicable only for economies with spare capacity. Once the economy reaches full employment, fiscal stimulus will not lead to more income or production since everyone who wants a job already has one. At that point, bigger budget deficits will cause the economy to overheat and inflation to rise, potentially forcing the central bank to raise rates. Higher interest rates will reduce investment. Higher rates will also put upward pressure on the currency, leading to a reduction in net exports and a corresponding deterioration in the current account balance. If investment and the current account balance both decline, then savings, which is just the sum of the two, must also fall. Strategies For Alleviating A Debt Burden Once the free lunch from fiscal stimulus disappears, the question of how to address the government debt accumulated during the downturn becomes paramount. There are four ways to reduce the ratio of government debt-to-GDP: 1) outgrow the debt burden; 2) tighten fiscal policy; 3) default; and 4) inflate away the debt. Outgrowing It At the end of the Second World War, many governments found themselves saddled with high levels of debt. In the US, the government debt-to-GDP ratio stood at 121% in 1945. In the UK, it hit 270%. In Canada, it reached 155%. For the most part, these governments did not repay the debt they incurred during the war. As Chart 7 shows, the nominal value of debt outstanding either rose or remained broadly constant following the war. What happened was that rapid GDP growth led to a shrinkage in debt-to-GDP ratios. Compared with the post-war period, the two drivers of an economy’s growth potential, labor force and productivity growth, are both weaker now. Thus, outgrowing the debt by raising the denominator of the debt-to-GDP ratio will be more difficult than in the past. It’s About g-r That said, the trajectory of the debt-to-GDP ratio does not depend solely on GDP growth; it also depends on the interest rate that the government pays to service its debt. Conceptually, it is the difference between the two that determines whether the level of any given budget deficit is sustainable or not. While trend GDP growth in advanced economies has declined since the 1950s, equilibrium interest rates have also fallen. As a consequence, the spread between growth rates and interest rates is only somewhat smaller in advanced economies today than it was in the 1950s and 60s and notably higher than it was in the 1980s and 90s (Chart 8). Indeed, as Chart 9 shows, g-r has been trending higher for hundreds of years! Chart 7The Case Of Outgrowing The Debt Burden Post-WWII The Case Of Outgrowing The Debt Burden Post-WWII The Case Of Outgrowing The Debt Burden Post-WWII Chart 8The Rate Of Economic Growth Has Been Higher Than Interest Rates Will There Be A Fiscal Hangover? Will There Be A Fiscal Hangover?   Chart 9A Multi-Century Trend In The Spread Between Growth And Interest Rates Will There Be A Fiscal Hangover? Will There Be A Fiscal Hangover? Today, government borrowing rates in most economies are well below trend growth rates. No matter the size of the budget deficit, the ratio of debt-to-GDP will converge to a stable level as long as the interest rate the government pays on the debt is below the growth rate of the economy.4  A Gordian Fiscal Knot Of course, there is no guarantee that real rates will remain below the rate of trend growth. As we have discussed before, the exodus of baby boomers from the labor force, a peak in globalization, and rising political populism could all curtail aggregate supply, leading to a depletion of national savings.5 What would happen if governments allowed debt levels to reach very high levels only to find that the neutral rate of interest — the interest rate consistent with full employment and stable inflation — has risen above the growth rate of the economy? Raising the policy rate would be very painful in a high-debt environment because even a small increase in interest rates would lead to a large rise in interest payments. Faced with this reality, some governments might elect to tighten fiscal policy. An increase in taxes or a decline in government spending would not only create some resources to pay back debt, but it would also reduce aggregate demand, pushing down the neutral rate of interest in the process. Don’t Blame The Stimulus Ironically, all the fiscal relief efforts that governments have carried out over the past few months have probably left them better placed to pay back debt than if no stimulus had been undertaken in the first place. Box 1 illustrates this point with a numerical example, but the intuition for this claim can be seen easily enough. As noted earlier, fiscal stimulus in a depressed economy will raise overall savings. This means that after the pandemic is over, governments will have a larger tax base available to them than they would have had in the absence of any stimulus (although, obviously, the tax base would be even larger if the pandemic had never occurred). The Inflation Solution Chart 10Long-Term Inflation Expectations Remain Very Depressed Long-Term Inflation Expectations Remain Very Depressed Long-Term Inflation Expectations Remain Very Depressed Still, any decision to tighten fiscal policy down the road is going to be an inherently political one. What if governments do not have the political will to tighten fiscal policy even if the economy begins to overheat? Defaulting on the debt is always an option in that case, but not one that any sensible government would choose given the devastating impact this would have on the financial system and broader economy. Rather, it is conceivable that governments will lean on central banks to keep rates low and let inflation accelerate. While higher inflation will not boost real GDP, it will raise nominal GDP, allowing the ratio of government debt-to-GDP to decline. Investors currently assign very low odds to such an outcome. Long-term market-based inflation expectations remain very depressed (Chart 10). Yet, we think such an eventuality is more plausible than widely believed. As long as inflation does not spiral out of control, central banks are likely to welcome rising prices. A higher inflation rate would make monetary policy more effective by allowing central banks to bring real rates deeper into negative territory whenever the economy falls into recession. Higher inflation would also result in steeper yield curves, reoxygenating commercial banks’ profitability. Profiting From Higher Inflation The path to higher interest rates is paved with lower rates. In order to generate inflation, central banks will need to keep rates at very low levels even once the economy has returned to full employment. Given that unemployment is quite high today, inflation is not an imminent risk. However, it could become a formidable problem in two-to-three years. Investors should maintain below-benchmark levels of duration in fixed-income portfolios and favor inflation-linked securities over nominal bonds. While gold is no longer super cheap, it remains a good hedge against inflation. The yellow metal should also do well if the dollar weakens during the remainder of this year, as we anticipate. As a countercyclical currency, the dollar tends to fall whenever global growth picks up (Chart 11). Chart 11Gold Will Do Well When The Dollar Weakens As Global Growth Picks Up Gold Will Do Well When The Dollar Weakens As Global Growth Picks Up Gold Will Do Well When The Dollar Weakens As Global Growth Picks Up Chart 12Farmland Would Benefit From High Inflation Farmland Would Benefit From High Inflation Farmland Would Benefit From High Inflation Lastly, land will gain from low interest rates in the near term and higher inflation in the long term. Farmland and suburban land are particularly appealing. The pandemic has made remote working more commonplace. It has also highlighted the potential dangers of living in densely populated cities. Since most suburbs are built on top of land that was previously zoned for agriculture, farmland should benefit from the retreat from urban living, much like it did during the inflationary period of the 1970s (Chart 12). Box 1Saving More By Spending More Will There Be A Fiscal Hangover? Will There Be A Fiscal Hangover?   Peter Berezin Chief Global Strategist peterb@bcaresearch.com   Footnotes 1  Please see Global Investment Strategy Weekly Report, “Risks To The U,” dated May 7, 2020. 2  Please see Global Investment Strategy Weekly Report, “Could The Pandemic Lead To Higher Stock Prices?” dated April 23, 2020. 3  Gross Domestic Product (GDP) can be computed as the sum of consumption (C), investment (I), government spending (G), and net exports (X-M). Gross National Product (GNP) is equal to GDP except that the former includes net income from abroad (which is included in the current account balance). Thus, GNP=C+I+G+CA, or GNP-C-G=I+CA. Savings (S) is equal to GNP-C-G. Taken together, the two expressions imply S-I=CA, or S=I+CA. 4  Please see Global Investment Strategy Weekly Report, ”Is There Really Too Much Government Debt In The World?” dated February 22, 2019. 5  Please see Global Investment Strategy Weekly Report, “A Structural Bear Market In Bonds,” dated February 16, 2018. Global Investment Strategy View Matrix Will There Be A Fiscal Hangover? Will There Be A Fiscal Hangover? Current MacroQuant Model Scores Will There Be A Fiscal Hangover? Will There Be A Fiscal Hangover?

    Highlights Risk assets continue to ignore the dire state of the economy. “Don’t fight the Fed” will dictate investment policy for the coming months. Populism and supply-chain diversification will shape the world after COVID-19. Global stimulus will result in higher long-term inflation when the labor market returns to full employment. Asset prices are not ready for higher inflation rates. Precious metals, especially silver, will offer inflation protection. Stocks should structurally outperform bonds, even if they generate lower returns than in the past. Tech will continue to rise for now, but this sector will suffer when inflation turns higher. Feature Despite the continued collapse in economic activity, the S&P 500 remains resilient, bolstered by the largesse of the Federal Reserve and US government, and generous stimulus packages in other major economies. Stocks will likely climb even higher with this backdrop, but a violent second wave of COVID-19 infections may derail the scenario in the near term. The biggest risk, which is long-term in nature, is rising inflation. Public debt ratios will skyrocket in the G-10 and many emerging markets. Private debt loads, which are elevated in most countries, will also increase. Add rising populism and ageing populations into this mix and the incentive to push prices higher and reduce real debt loads becomes too enticing. Long-term investors must be wary. For the time being, overweight equities relative to bonds, but the specter of rising inflation suggests that growth stocks (e.g. tech) will not offer attractive long-term returns. Investors with an eye on multi-year returns should use the ongoing surge in growth stocks to strategically switch their portfolios toward small-cap equities, traditional cyclicals and precious metals. Economic Freefall Continues Most economic indicators paint a dismal picture for the US. Industrial activity is suffering tremendously. In April, industrial production collapsed by 15%, a pace matching the depth of the Great Financial Crisis (GFC). The ISM New Orders-to-Inventories ratio remains extremely weak with no glimmer of a rebound in IP in May. The numbers for trucking activity and railway freight are equally poor. Chart I-1A Worried Consumer Saves A Worried Consumer Saves A Worried Consumer Saves The US labor market has not been this ill since the 1930s. 20.5 million jobs vanished in April and the unemployment rate soared to 14.7%, despite a 2.5 percentage point decline in the participation rate. The number of employees involuntarily working in part-time positions has surged by 5.9 million, which has hiked up the broader U-6 unemployment rate to 22.8%. Wage growth has rebounded smartly to 7.7%, but this is an illusion. Average hourly earnings rose only because low-wage workers in the leisure and hospitality fields bore the brunt of the pain, accounting for 37% of layoffs. The worst news is that the Bureau of Labor Statistics (BLS) classifies any worker explicitly fired due to COVID-19 as temporarily laid off, but without a vaccine it is highly unlikely that employment in the leisure, hospitality or airline sectors will normalize anytime soon. Unsurprisingly, lockdowns have limited the ability of households to spend. Americans have boosted their savings rate to 13.1%, the highest level in 39 years, as they worry about catching a potentially deadly illness, losing their jobs, watching their incomes fall, or all of the above (Chart I-1). This double hit to both employment and consumer confidence sparked a 22% collapse in retail sales on an annual basis in April, the worst reading on record. Putting it all together, real GDP contracted at a 4.8% quarterly annualized rate in Q1 2020 and the Congressional Budget Office expects second-quarter annual growth to plummet to -37.7%. The New York Fed’s Weekly Economic Index suggests a more muted contraction of 11.1% (Chart I-2), which would still represent a post-war record. Investors must look beyond the gloom. The economic weakness is not limited to the US. In Europe and in emerging markets, retail sales and auto sales are disappearing at an unparalleled pace. Industrial production readings in those economies have been catastrophic and manufacturing PMIs are still in deeply contractionary territory. As a result, our Global Economic A/D line and our Global Synchronicity indicator continues to flash intense weakness (Chart I-3). Chart I-2The Worst Is Still To Come The Worst Is Still To Come The Worst Is Still To Come Chart I-3Dismal Growth, Everywhere Dismal Growth, Everywhere Dismal Growth, Everywhere   Chart I-4China Leads The Way China Leads The Way China Leads The Way Investors must look beyond the gloom. China’s experience with COVID-19 is instructive despite questions regarding the number of cases reported. China was the first country to witness the painful impact of COVID-19 and the quarantines needed to fight the disease. It was also the first country to control the virus’s spread and, most importantly, to escape the lockdown, along with being the first to enact economic stimulatory measures. The results are clear: industrial production, domestic new orders, and to a lesser extent, retail sales, are all experiencing V-shaped recoveries (Chart I-4). Even Chinese yields are rising, despite interest rate cuts by the People’s Bank of China. Accommodative Policy Matters Most The global policy “put option” is still in full force, which is boosting asset prices. A 41% rally in the median US stock reflects both a massive amount of funds inundating the financial system and a recovery that will take hold in the coming 12 months in response to this stimulus and the end of lockdowns. Global monetary policies have been even more aggressive than after the GFC. Interest rates have fallen as quickly and as broadly as they did around the Lehman bankruptcy. Moreover, unorthodox policy measures have become the norm (Chart I-5). Chart I-5Easy Policy, Everywhere Easy Policy, Everywhere Easy Policy, Everywhere In China, credit generation is quickly accelerating and has reached 28% of GDP, the highest in 2 years. Moreover, policymakers are emphasizing the need to create 9 million jobs in cities and keep the unemployment rate at 6%. Consequently, the recent rebound in construction activity will continue because it is a perfect medium to absorb excess workers. The ever-expanding quotas for local government special bonds to CNY3.75 trillion will also ensure that infrastructure spending energizes any recovery. Therefore, we expect Chinese imports of raw materials and machinery to accelerate into the second half of the year. The country’s orders of machine tools from Japan have already bottomed, which bodes well for overall Japanese orders (Chart I-6). Europe has also moved in the right direction. Government support continues to expand and combined public deficits will reach EUR 0.9 trillion, or 8.5% of GDP. Governmental guarantees have reached at least EUR1.4 trillion. Meanwhile, the European Central Bank’s balance sheet is swelling more quickly than during either the GFC or the euro area crisis (Chart I-7). Unsurprisingly, European shadow rates have collapsed to -7.6% and European financial conditions are the easiest they have been in 8 years. Chart I-6Will China's Rebound Matter? Will China's Rebound Matter? Will China's Rebound Matter? Chart I-7The ECB Is Aggressive The ECB Is Aggressive The ECB Is Aggressive   More importantly, COVID-19 has broken the taboo of common bond issuance in Europe. Last week, Chancellor Merkel, President Macron and EC President von der Leyen hatched a plan to issue common bonds that will finance a EUR 750 billion recovery fund as part of the European Commission Multiannual Financial Framework. The EC will then allocate EUR 500 billion of grants (not loans) to EU nations as long as they adhere to European principles. The unified front by the three most senior European politicians reflects elevated support for the EU among all European nations and an understanding that economic ruin in the smaller nations could capsize the core nations (Chart I-8). Hence, fiscal risk-sharing will increasingly become the norm in Europe. Unsurprisingly, Italian, Spanish, Portuguese and Greek bond spreads all narrowed significantly following the announcement. Chart I-8The Forces That Bind The Forces That Bind The Forces That Bind Chart I-9Negative Rates Are Here, Sort Of Negative Rates Are Here, Sort Of Negative Rates Are Here, Sort Of US policymakers have abandoned any semblance of orthodoxy. The Fed’s programs announced so far have lifted its balance sheet by $2.9 trillion and could generate an expansion to $11 trillion by year-end. Moreover, Fed Chair Jerome Powell has highlighted that there is “no limit” to what the Fed can do with its unconventional policy apparatus. The nature of the US funding market makes negative rates very dangerous and, therefore, highly doubtful in that country. Nonetheless, the Fed is willing to buy more paper from the public and private sectors to push the shadow rate and real interest rates further into negative territory (Chart I-9). Moreover, the Federal government has already bumped up the deficit by $3 trillion and the House has passed another $3 trillion in spending. Senate Republicans will pass some of this program to protect themselves in November. According to BCA Research’s Geopolitical Strategy service, a total escalation in the federal deficit of $5 trillion (or 23% of 2020 GDP) is extremely likely this year. Chart I-10The Fed Is Monetizing The Deficit The Fed Is Monetizing The Deficit The Fed Is Monetizing The Deficit Combined fiscal and monetary policy in the US will have a more invigorating impact on the recovery than the measures passed in 2008-09. They represent a larger share of output than during the GFC (10.5% versus 6% of GDP for the government spending and 15.2% versus 8.3% for the Fed’s balance sheet expansion). Moreover, the Fed is buying a much greater percentage of the Treasury’s issuance than during the GFC (Chart I-10). Therefore, the Fed is much closer to monetizing government debt than it was 11 years ago. The combined monetary and fiscal easing should result in a larger fiscal multiplier because the private sector is not financing as much of the government’s largesse. Thus, the increase in the private sector’s savings rate should be short-lived and the current account deficit will widen to reflect the greater fiscal outlays. Low real rates and a larger balance-of-payments disequilibrium should weaken the dollar which will ease US financial conditions further. A Trough In Inflation Maintaining incredibly easy monetary and fiscal conditions as the economy reopens will lead to higher inflation when the labor market reaches full employment. Core CPI has collapsed to 1.4% on an annual basis and to -2.4% on a three-month annualized basis, the lowest reading on record. The breakdown of the CPI report is equally dreadful (Chart I-11). However, CPI understates inflation because the basket measured by the BLS includes many areas of commerce currently not frequented by consumers. Items actually purchased by households, such as food, have experienced accelerating inflation in recent months. Fiscal risk-sharing will increasingly become the norm in Europe. Beyond this technicality, the most important factor behind the anticipated structural uptick in inflation is a large debt load burdening the global economy. Total nonfinancial debt in the US stands at 254% of GDP, 262% in the euro area, 380% in Japan, 301% in Canada, 233% in Australia, 293% in Sweden and 194% in emerging markets (Chart I-12). Historically, the easiest method for policymakers to decrease the burden of liabilities is inflation; the current political climate increases the odds of that outcome. Chart I-11Weak Core Weak Core Weak Core Chart I-12Record Debt, Everywhere Record Debt, Everywhere Record Debt, Everywhere   Households in the G-10 and emerging markets are angry. Growing inequalities, coupled with income immobility, have created dissatisfaction with the economic system (Chart I-13). Before the GFC, US households could gorge on debt to support their spending patterns, and inequalities went unnoticed. After the crisis revealed weakness in the household sector, banks tightened their credit standards and consumption slowed, constrained by a paltry expansion of the median household income. As a consequence, the American public increasingly supports left-wing economic policies (Chart I-14). Chart I-13Inequalities + Immobility = Anger June 2020 June 2020 Chart I-14The US Population's Shift To The Left June 2020 June 2020 COVID-19 is exacerbating the population’s discontent and highlighting economic disparities. The recession is hitting poor households in the US harder than the general population or highly skilled white-collar employees who can easily telecommute. Millennials, the largest demographic group in the US, are also irate. Their lifetime earnings were already lagging that of their parents because most millennials entered the job market in the aftermath of the GFC.1 Their income and balance sheet prospects were beginning to improve just as the pandemic shock struck. Finally, in response to the lockdowns and school closures caused by COVID-19, young families with children have to juggle permanent childcare and daily work demands from employers, resulting in a lack of separation between home and office.2  Economic populism will generate a negative supply shock, which will push up prices (Diagram I-1). BCA has espoused the theme of de-globalization since 20143 and COVID-19 will accelerate this trend. Firms do not want fragile supply chains that fall victim to random shocks; instead, they are looking to diversify their sources (Chart I-15). Additionally, workers and households want protection from foreign competition and perceived unfair trade practices. This sentiment is evident in a lack of trust toward China (Chart I-16). China-bashing will become a mainstay of American politics and rising tariffs will continue to increase the cost of doing business (Chart I-17). Last year’s Sino-US trade war was a precursor of events to come. Diagram I-1The Inflationary Impact Of A Stifled Supply Side June 2020 June 2020 Chart I-15COVID-19 Accelerates The Desire To Repatriate Production June 2020 June 2020 Chart I-16China As A Political Piñata June 2020 June 2020 Chart I-17The Cost Of Doing International Business Will Rise The Cost Of Doing International Business Will Rise The Cost Of Doing International Business Will Rise Chart I-18A Problem For Productivity A Problem For Productivity A Problem For Productivity The rate of capital stock accumulation does not bode well for the supply side of the economy. Productivity trails the path of capex, with a long time lag. The 10-year moving average of non-residential investment in the US bottomed three years ago. Its subsequent uptick should enhance average productivity. However, the growth of the real net capital stock per employee remains weak and will not strengthen because companies are curtailing spending in the recession. Moreover, the efficiency of the capital stock is well below its long-term average and probably will not mend if supply chains are made less efficient. These factors are negative for productivity and thus, the capacity to expand the supply side of the economy (Chart I-18). Finally, a significant share of capital stock is stranded and uneconomical. The airline industry is a good example. Going forward, regulations will keep the middle row seats empty. Fewer filled seats imply that the capital stock has lost significant value, which creates a negative supply shock for the industry. To break even, airlines will have to raise the price of fares. IATA estimates that fares will increase by 43%, 49% and 54% on North American, European and Asian routes, respectively (Table I-1). The same analysis can be applied to restaurants, hotels, cinemas, etc. – industries that will have to curtail their supplies and change their practices in response to COVID-19. Table I-1The Inflationary Impact Of Supply Cuts June 2020 June 2020 Chat I-19Pandemics Boost Wages June 2020 June 2020 While rising populism will hurt the supply side of the economy, it will also hike demand. Redistribution is an outcome of populism. Corporate tax hikes hurt rich households that receive more than 50% of their income from profits. High marginal tax rates on high earners will also curtail their disposable income. Shifting a bigger share of national income to the middle class will depress the savings rate and boost demand. It is estimated that the middle class’s marginal propensity to spend is 90% compared with 60% for richer households. In fact, in the past 40 years, the shift in income distribution has curtailed demand by 3% of GDP. Pandemics also increase real wages. Òscar Jordà, Sanjay Singh, and Alan Taylor demonstrated that European real wages accelerated following pandemics (Chart I-19). Fewer willing workers contributed to the climb in real wages by decreasing the supply of labor. Higher real wages are positive for consumption. China-bashing will become a mainstay of American politics and rising tariffs will continue to increase the cost of doing business. Populism will also put upward pressure on public spending. Governments globally and in the US are bailing out the private sector to an even larger extent than they did after the GFC. Discontent with expanding inequalities and the perceived lack of accountability of the corporate sector4 will push the government to be more involved in economic management than it was after 2008. Moreover, the post-2008 environment showed that austerity was negative for private sector income growth and the economic welfare of the middle class (Chart I-20). Thus, government spending and deficits as a share of GDP will be structurally higher for the coming decade. Higher deficits mechanically boost aggregate demand which is inflationary if the advance of aggregate supply is sluggish. Chat I-20Austerity Hurts June 2020 June 2020 Central banks will likely enable these inflationary dynamics. The Fed knows that it has missed its objective by a cumulative 4% since former Chairman Ben Bernanke set an official inflation target of 2% in 2012. Thus, it has lost credibility in its ability to generate 2% inflation, which is why the 10-year breakeven rate stands at 1.1% and not within the 2.3%-2.5% range that is consistent with its mandate. Moreover, the Fed is worried that the immediate deflationary impact of COVID-19 will further depress inflation expectations and reinforce low realized inflation. This logic partly explains why the Fed currently recommends more stimulus and the Federal Open Market Committee will be reluctant to remove accommodation anytime soon. Inflation will likely move toward 4-5% after the US economy regains full employment. Central banks may fall victim to growing populism. Both the Democrats and Republicans want control over the US Fed. If Congress changes the Fed’s mandate, there would be great consequences for inflation. Prior to the Federal Reserve Reform Act of 1977, the Fed’s mandate was to foster full employment conditions without any explicit mention of inflation. Therefore, the Fed kept the unemployment rate well below NAIRU for most of the post-war period. This tight labor market was a key ingredient behind the inflationary outbreak of the 1970s. After the reform act explicitly imposed a price stability directive on top of the Fed’s employment mandate, the unemployment rate spent a much larger share of time above NAIRU, which contributed to the structural decline in inflation after 1982 (Chart I-21). Chat I-21The Fed's Mandate Matters The Fed's Mandate Matters The Fed's Mandate Matters Finally, demographics will also feed inflationary pressures. The global support ratio peaked in 2014 as the number of workers per dependent decreased due to ageing of the population in the West and China (Chart I-22). A declining support ratio depresses the growth of the supply side of the economy because the dependents continue to consume. In today’s world, dependents are retirees, who have higher healthcare spending needs. This healthcare spending will accrue additional government spending. Moreover, it will continue to push up healthcare inflation, which will contribute to higher overall inflation (Chart I-23). Chat I-22Demographics: From Deflation To Inflation Demographics: From Deflation To Inflation Demographics: From Deflation To Inflation Chat I-23Aging Will Feed Healthcare Inflation Aging Will Feed Healthcare Inflation Aging Will Feed Healthcare Inflation   Bottom Line: COVID-19 has highlighted inequalities in the population and will accelerate a move toward populism that started four years ago. Consequently, the supply side of the economy will grow more slowly than it did in prior decades, while greater government interventions and redistributionist policies will boost aggregate demand. Additionally, monetary policy will probably stay easy for too long and demographic factors will compound the supply/demand mismatch. Inflation will likely move toward 4-5% after the US economy regains full employment, but will not surge to 1970s levels. Investment Implications Chat I-24Breakevens Will Listen To Commodities Breakevens Will Listen To Commodities Breakevens Will Listen To Commodities Extremely accommodative economic policy and a shift to higher inflation will dominate asset markets for the next five years or more. Breakevens in the G-10 are pricing in permanently subdued inflation for the coming decade, which creates a large re-pricing opportunity if inflation troughs when the labor market reaches full employment. Investors cannot wait for inflation to turn the corner to bet on higher breakevens. After the GFC, core CPI bottomed in October 2010, but US breakevens hit their floor at 0.15% in December 2008. Instead, a rebound in commodity prices and a turnaround in the global economic outlook may signal when investors should buy breakevens (Chart I-24). Chat I-25Deleterious US Balance Of Payments Dynamics Deleterious US Balance Of Payments Dynamics Deleterious US Balance Of Payments Dynamics A repricing of inflation expectations will depress real rates. Central banks want to see inflation expectations normalize towards 2.3%-2.5% before signaling an end to accommodation. Moreover, political pressures and high debt loads will likely loosen their reaction functions to higher breakeven. As a result, real interest rates will decline because nominal ones will not rise by as much as inflation expectations. This is exactly what central banks want to achieve because it will foster a stronger recovery. Our US fixed-income strategists favor TIPS over nominal Treasurys. The dollar will probably depreciate in the post-COVID-19 environment. As we wrote last month, the US is the most aggressive reflator among major economies. The twin deficit will expand while US real rates will remain depressed. This is very negative for the USD, especially in an environment where the US money supply is outpacing global money supply (Chart I-25).5 Additionally, Chinese reflation will stimulate global industrial production, which normally hurts the dollar. EM currencies are cheap enough that long-term investors should begin to bet on them (Chart I-26), especially if global inflation structurally shifts higher. Precious metals win from the combination of higher inflation, lower real rates and a weaker dollar. However, silver is more attractive than gold. Unlike the yellow metal, it trades at a discount to the long-term inflation trend (Chart I-27). Moreover, silver has more industrial uses, especially in the solar panel and computing areas. Thus, the post-COVID-19 recovery and the need to double up supply chains will boost industrial demand for silver and lift its price relative to gold. Our FX strategists recommend selling the gold-to-silver ratio.6 Chat I-26Cheap EM FX Cheap EM FX Cheap EM FX Chat I-27Silver Is The Superior Inflation Hedge Silver Is The Superior Inflation Hedge Silver Is The Superior Inflation Hedge   Chat I-28Still Time To Favor Stocks Over Bonds Still Time To Favor Stocks Over Bonds Still Time To Favor Stocks Over Bonds Investors should favor stocks over bonds. This statement is more an indictment of the poor value of bonds and their lack of defense against rising inflation than a structural endorsement of stocks. The equity risk premium is elevated. To make this call, we need to account for the lack of stationarity of this variable and adjust for the expected growth rate of earnings. Nonetheless, once those factors are accounted for, our ERP indicator continues to flash a buy signal in favor of equities at the expense of bonds (Chart I-28). Moreover, bonds tend to underperform stocks when inflation trends up for a long time (Table I-2).   Table I-2Rising Inflation Flatters Stocks Over Bonds June 2020 June 2020 Chart I-29Bonds Are Prohibitively Expensive Bonds Are Prohibitively Expensive Bonds Are Prohibitively Expensive In absolute terms, G-7 government bonds are also vulnerable, both tactically and structurally. They are overbought and currently trade at their greatest premium to fair value since Q4 2009 and Q1 1986, two periods followed by sharp rebounds in yields (Chart I-29). Moreover, the previous experience with QE programs shows that even if real rates diminish, the reflationary impact of aggressive monetary policy on breakeven rates is enough to increase nominal interest rates (Chart I-30). Additionally, as our European Investment Strategy team indicates, bond yields are close to their practical lower bound, which creates a negative skew to their return profile.7 This asymmetric return distribution destroys their ability to hedge equity risk going forward, making this asset class less appealing to investors. This problem is particularly salient in Europe and Japan. A lower dollar, which is highly reflationary for global growth, will likely catalyze the rise in yields.   Chart I-30QE Will Lift Breakevens And Yields QE Will Lift Breakevens And Yields QE Will Lift Breakevens And Yields As long as real rates remain under downward pressure, the window to own stocks remains open, even if stocks continue to churn. Equities are expensive, but when yields are taken into consideration, their adjusted P/E is in line with the historical average (Chart I-31). Moreover, periods of weak growth associated with lower real interest rates can foster a large expansion in multiples (Chart I-32). Chart I-31Low Bond Yields Allow High Stock Multiples Low Bond Yields Allow High Stock Multiples Low Bond Yields Allow High Stock Multiples Chart I-32Multiples Will Rise Further As The Fed Floods The World With Low Rates Multiples Will Rise Further As The Fed Floods The World With Low Rates Multiples Will Rise Further As The Fed Floods The World With Low Rates Whether to have faith in stocks in absolute terms on a long-term basis is complicated by our view on inflation and populism. Strong inflation will increase nominal rates. Moreover, low productivity coupled with higher real wages, less-efficient supply chains and higher taxes will accentuate the margin compression that higher inflation typically creates. Thus, equities are expected to generate poor real returns over the long term, even if they beat bonds. Chart I-33Tech EPS Leadership Tech EPS Leadership Tech EPS Leadership Tech stocks are another structural problem for equities. Including Amazon, Google and Facebook, tech stocks account for 41% of the S&P 500’s market cap. As our US Equity Strategy service explains, wherever tech goes, so does the US market.8 Tech stocks are the current market darling. Today, the tech sector is the closest thing to a safe-haven in the mind of market participants, because a post-COVID-19 environment will favor tech spending (telecommuting, e-commerce, cloud computing, etc.). The problem for long-term investors is that this view is the most consensus view. Already, investors expect the tech sector to generate the highest EPS outperformance relative to the rest of the S&P 500 in more than 15 years (Chart I-33). Moreover, in a low-yield environment, investors are particularly willing to bid up the multiples of growth stocks such as tech equities because low interest rates result in muted discount factors for long-term cash flows. When should investors begin betting against the tech sector? Backed by a powerful narrative, tech stocks are evolving into a mania. Yet, contrarian investors understand, being too early to sell a mania can be deadly. Bond yields should not be relied on to signal an end to the bubble. During most of the 1990s, tech would outperform the market when Treasury yields declined. However, when the tech outperformance became manic, yields became irrelevant. From the fall of 1998 to the beginning of 2000, 10-year yields rose from 4.2% to 6.8%, yet the tech sector outperformed the S&P 500 by 127%. More recently, yields rose from 1.33% in the summer of 2016 to 3.25% in November 2018, but tech outperformed the broader market by 39%.   Investors should favor stocks over bonds. Instead, higher inflation will be the key factor to end the tech sector’s infallibility. Since the 1990s, higher core inflation has led periods of tech underperformance by roughly six months. This relationship also held at the apex of the tech bubble in the second half of the 1990s (Chart I-34). Relative tech forward EPS suffers when core inflation rises, as the rest of the S&P 500 is more geared to higher nominal GDP growth. In essence, if nominal growth is less scarce, then the need to bid up growth stocks diminishes. Moreover, the dollar will likely be the first early signal because it leads nominal GDP. As a result, a weak dollar leads to a contraction in tech relative multiples by approximately 9 months (Chart I-35). Chart I-34Tech Hates Inflation... Tech Hates Inflation... Tech Hates Inflation... Chart I-35...And A Soft Dollar ...And A Soft Dollar ...And A Soft Dollar   We recommend long-term investors shift their portfolios toward industrial equities when inflation turns the corner. As a corollary, the low exposure of European and Japanese stocks to the tech sector suggests these cheap bourses will finally reverse their more-than-a-decade-long underperformance at the same time. This strategy means that even if the S&P 500 generates negative real returns during the coming decade, investors could still eke out positive returns from their stock holdings. Higher inflation will be the key factor to end the tech sector’s infallibility. Chart I-36The Time For Commodities Is Coming Back The Time For Commodities Is Coming Back The Time For Commodities Is Coming Back Finally, commodities plays are also set to shine in the coming decade. Commodities are very cheap and oversold relative to stocks (Chart I-36). Commodities outperform equities in an environment where inflation rises, real rates decline and the dollar depreciates. Consequently, materials and energy stocks may be winners. As a corollary, Latin American and Australian equities should also reverse their decade-long underperformance when inflation and the dollar turn the corner. This month's Section II Special Report is an in depth study of the Spanish Flu pandemic, written by our colleague Amr Hanafy and also published in BCA Research’s Global Asset Allocation service. Amr thoroughly analyses the evolution of the 100-year old pandemic and which measures mattered most to contain the virus and allow a return to economic normality. Mathieu Savary Vice President The Bank Credit Analyst May 28, 2020 Next Report: June 25, 2020 II. Lessons From The Spanish Flu What Can 1918/1919 Teach Us About COVID-19?   “Those who cannot remember the past are condemned to repeat it” George Santayana – 1905 Chart II-1Coronavirus: As Contagious But Not As Deadly As Spanish Flu June 2020 June 2020 Today’s economy is very different to that of 100 years ago. Many countries then were in the middle of World War I (which ended in November 1918). The characteristics of the Spanish Flu which struck the world in 1918 and 1919 were also different to this year’s pandemic. COVID-19 is almost as contagious as the Spanish Flu, but it is much less deadly (Chart II-1). Healthcare systems and treatments today are far more advanced than those of a century ago: many people who caught Spanish flu died of complications caused by bacterial pneumonia, given the absence of antibiotics. Influenza viruses tend to mutate rapidly: the influenza virus in 1918 first mutated to become far more virulent in its second wave, and then to become much milder. Coronaviruses have a “proofreading” capacity and mutate less easily.9  Nevertheless, an analysis of the pandemic of 100 years ago provides a number of insights into the current crisis, particularly now that policymakers are easing social-distancing rules to help the economy, even at the risk of more cases and deaths. Among the lessons of 1918-1919: Non-pharmaceutical interventions (NPIs) do lower mortality rates. The speed at which NPIs are implemented and the period of implementation are as important as the number of measures taken. Removing or relaxing measures too early can lead to a renewed rise in mortality rates. It is hard to compare current fiscal and monetary policies to those taken during the 1918 pandemic, since policy in both areas was already easy before the pandemic as a result of the world war. However, a severe pandemic would certainly call for a wartime-like fiscal and monetary response. The economy was negatively impacted by the pandemic in 1918-19 but, despite the shock to industrial activity and employment, the economy subsequently rebounded quickly, in a V-shaped recovery. Introduction Predicting how the economy will react to the COVID-19 pandemic is hard. Governments and policymakers face multiple uncertainties: How effective are different containment measures? Will cases and deaths rebound quickly if lockdown measures are eased? When will the coronavirus disappear? When will a vaccine be ready? With an event unprecedented in the experience of anyone alive today, perhaps there are some lessons to be learned from history. For this Special Report, we attempt to draw some parallels between the current situation and the 1918-19 Spanish flu. We focus on the different containment efforts implemented, the role that fiscal and monetary policies played, the impact on markets and the economy, and whether history can throw any light on how the COVID-19 crisis might pan out. The 1918 Spanish Flu Chart II-2The Spanish Flu Hit The World In Three Waves The Spanish Flu Hit The World In Three Waves The Spanish Flu Hit The World In Three Waves The 1918 influenza pandemic was the most lethal in modern history. Soldiers returning from World War I helped spread the pandemic across the globe. The first recorded case is believed to have been in an army camp in Kansas. While there is no official count, researchers estimate that about 500 million people contracted the virus globally, with a mortality rate of between 5% and 10%. The pandemic occurred over three waves in 1918 and 1919 – the first in the spring of 1918, the second (and most deadly) in the fall of 1918, and the third in spring 1919 (Chart II-2). In the US alone, official data estimate that around 500,000 deaths (or over 25% of all deaths) in 1918 and 1919 were caused by pneumonia and influenza.10 The pandemic moved swiftly to Europe and reached Asia by mid-1918, but became more lethal only towards the end of the year (Map II-1).11 Map II-1The Spread Of Influenza Through Europe June 2020 June 2020 Initially, scientists were puzzled by the origin of the influenza and its biology. It was not until a decade later, in the early 1930s, that Richard Shope isolated the particular influenza virus from infected pigs, confirming that a virus caused the Spanish Flu, not a bacterium as most had thought. Many of those who caught this strain of influenza died as a result of their lungs filling with fluid in a severe form of pneumonia. In reporting death rates, then, it is considered best practice to include deaths from both influenza and pneumonia. The first wave had almost all the hallmarks of a seasonal flu, albeit of a highly contagious strain. Symptoms were similar and mortality rates were only slightly higher than a normal influenza. The first wave went largely unnoticed given that deaths from pneumonia were common then. US public health reports show that the disease received little attention until it reappeared in a more severe form in Boston in September 1918.12 Most countries did not begin investigating and reporting cases until the second wave was underway (Chart II-3). Chart II-3Most Countries Began Reporting Only When The Second Wave Hit June 2020 June 2020 This second wave – which was more lethal because the virus had mutated – had a unique characteristic. Unlike the typical influenza mortality curve – which is usually “U” shaped, affecting mainly the very young and elderly – the 1918 influenza strain had a “W”-shaped mortality curve – impacting young adults as well as old people (Chart II-4). This pattern was evident in all three waves, but most pronounced during the second wave. The reason for this was that the infection caused by the influenza became hyperactive, producing a “cytokine storm” – when mediators secreted from the immune system result in severe inflammation.13 Simply put, as the virus became virulent, the body’s immune system overworked to fight it. Younger people, with strong immune systems, suffered most from this phenomenon. Chart II-4A Unique Characteristic: Impacting Younger Adults June 2020 June 2020 By the summer of 1919, the pandemic was over, since those who had been infected had either died or recovered, therefore developing immunity. The lack of records makes it difficult to assess if “herd immunity” was achieved. However, some historical accounts and research – particularly for army groups in the US and the UK – suggest that those exposed to the disease in the first mild wave were not affected during the second more severe wave.14 The failure to define the causative pathogen at the time made development of a vaccine impossible. Nevertheless, some treatments and remedies showed modest success. These varied from using a serum – obtained from people who had recovered, who therefore had antibodies against the disease – to simple symptomatic drugs and various oils and herbs. The Effectiveness Of Non-Pharmaceutical Interventions (NPIs) Chart II-5Travel Slowed...Just Not Enough Travel Slowed...Just Not Enough Travel Slowed...Just Not Enough What we today call “social distancing” showed positive effects during the 1918-19 pandemic. These included measures very similar to those applied today: school closures, isolation and quarantines, bans on some sorts of public gatherings, and more. However, there were few travel bans. The number of passengers carried during the months of the pandemic did noticeably decline though (Chart II-5). Table II-1, based on research by Hatchett, Mecher and Lipsitch, breaks down NPIs by type for 17 major US cities. Most cities implemented a wide range of interventions. But it was not only the type of NPIs implemented that made a difference, but also the speed and length of implementation. Further research by Markel, Lipman and Navarro based on 43 US cities shows that the median number of days between the first reported influenza case and the first NPI implementation was over two weeks. The median period during which various NPIs were implemented was about six weeks (Table II-2). Table II-1Measures Applied Then Are Very Similar To Those Applied Today June 2020 June 2020 Table II-2NPIs Were Implemented Only For Short Periods June 2020 June 2020 Markel, Lipman and Navarro's findings show that a rapid public-health response was an important factor in reducing the mortality rate by slowing the rate of infection, what we now refer to as “flattening the curve.” There were major differences in cities’ policies: both the speed at which they implement NPIs, and the length of the implementation period. Chart II-6 shows that: Cities that acted quickly to implement NPIs slowed the rate of infections and deaths (Chart II-6, panel 1) Cities that acted quickly had lower mortality rates from influenza and pneumonia (Chart II-6, panel 2) Cities that implemented NPIs for longer periods had fewer deaths (Chart II-6, panel 3) Chart II-7 quantifies the number of NPIs taken, the time it took to implement the measures, and the length of NPIs to gauge policy strictness. Cities with stricter enforcement had lower death rates than those with laxer measures. Chart II-6Fast Response And Longer Implementation Led To Fewer Deaths... June 2020 June 2020 Chart II-7...So Did Policy Strictness June 2020 June 2020     For example, Kansas City, less than a week after its first reported case, had implemented quarantine and isolation measures. By the second week, schools, churches, and other entertainment facilities closed. Schools reopened a month later (in early November) but quickly shut again until early January 1919. While we do not have definitive dates on when each NPI was lifted, some sort of protective measures in Kansas City were in place for almost 170 days. By contrast, Philadelphia, one of the cities hardest hit by Spanish Flu, took more than a month to implement any measures. Its tardiness meant that it reached a peak mortality rate much more quickly: in 13 days compared to 31 days for Kansas City. Even after the first reported case, the Liberty Loans Parade was still held on September 28, 1918 – with the knowledge that hundreds of thousands of spectators might be vulnerable to infection.15,16 It was not until a few days later that institutions were closed and a ban on public gatherings was imposed. Many other cities also held a Liberty Loans Parade, including Pittsburgh and Washington DC, but Philadelphia’s was the deadliest. Studies also show that relaxing interventions too early could be as damaging as implementing them too late. St. Louis, for example, was quick to lift restrictions and suffered particularly badly in the second wave as a result. It later reinstated NPIs up until end of February 1919. Other cities that eased restrictions too early (San Francisco and Minneapolis, for example) also suffered from a second swift, albeit milder, increase in weekly excess death rates from pneumonia and influenza (Chart II-8). Chart II-8Relaxing Lockdown Measures Too Early Can Lead To A Second Rise In Deaths... June 2020 June 2020 Chart II-9...And So Can Highly Effective Measures June 2020 June 2020 Of course, NPIs cannot be implemented indefinitely. A recent research paper by Bootsma and Ferguson raises the point that suppressing a pandemic may not be the best strategy because it just leaves some people susceptible to infection later. They argue that highly effective social distancing measures, which allow a susceptible pool of people to reintegrate into society when the measures are lifted, are likely to lead to a resurgence in infections and fatalities in a second peak (Chart II-9).17 They suggest an optimal level of control measures to reduce R (the infection rate) to a value that makes a significant portion of the population immune once measures are lifted.  The Impact Of The Spanish Flu On The Economy And Markets How did the Spanish Flu pandemic affect the economy? Many pandemic researchers ignore the official recession identified by the NBER during the months of the pandemic (between August 1918 and March 1919).18 The reason is that most of the evidence indicates that the economic effects of the 1918-19 pandemic were short-term and relatively mild.19 Disentangling drivers of the economy is, indeed, tricky given that WW1 ended in November 1918. However, it is easy to underestimate the negative impact of the pandemic since the war had such a big impact on the economy, as well as investor and public sentiment. Various research papers support the fact that, while the pandemic did indeed have an adverse effect on the economy, NPIs did not just depress mortality rates, but also sped the post-pandemic economic recovery.20 Research by Correia, Sergio, and Luck showed that the areas most severely affected by the pandemic saw a sharp and persistent decline in real economic activity, whereas cities that intervened earlier and more aggressively, experienced a relative increase in economic activity post the pandemic.21 Their findings are based on the increase in manufacturing employment after the pandemic compared to before it (1919 versus 1914). However, note that the rise of manufacturing payrolls in 1919 was high everywhere given the return of soldiers post-WWI. The researchers also note that those cities hardest hit by the pandemic also saw a negative impact on manufacturing activity, the stock of durable goods, and bank assets. Chart II-10Short-Term Price Impact Was Disinflationary Short-Term Price Impact Was Disinflationary Short-Term Price Impact Was Disinflationary Because Spanish flu disproportionately killed younger adults, many families lost their breadwinner. In economic terms, this implies both a negative supply shock and negative demand shock. If fewer employees are available to produce a certain good, supply will fall. The same reduction in employment also implies reduced income and therefore lower purchasing power. Both cases will result in a decrease in output. However, the change in prices depends on the decline of supply relative to demand. In 1918-19, the impact was disinflationary: demand declined by more than supply, and both spending and consumer prices fell during the pandemic (Chart II-10). US factory employment fell by over 8% between March 1918 and March 1919 – the period from the beginning of the first wave until the end of the second wave. It is important to note, however, that few businesses went bankrupt during the pandemic years (Chart II-11). Additionally, the November 1918 Federal Reserve Bulletin highlighted that many cities, including New York, Kansas City, and Richmond, experienced a shortage of labor due to the influenza.22 Factory employment in New York fell by over 10% during this period. The link between the labor shortages and the decline in industrial production is unclear. Industrial activity in the US peaked just before the second wave, contracting by over 20% during the second wave (Chart II-12). Various industries reported disruptions: automobile production fell by 67%, anthracite coal production and shipments fell by around 45%, and railroad freight revenues declined by over seven billion ton-miles (Chart II-12, panels 2, 3 & 4). However, some of this decline is attributed to falling defense production after the war. Chart II-11Loss Of Middle-Aged Adults = Loss Of Breadwinners Loss Of Middle-Aged Adults = Loss Of Breadwinners Loss Of Middle-Aged Adults = Loss Of Breadwinners Chart II-12Activity Slowed, But Rebounded Quickly Activity Slowed, But Rebounded Quickly Activity Slowed, But Rebounded Quickly   Chart II-13The War Had A Bigger Impact On The Stock Market Than The Pandemic The War Had A Bigger Impact On The Stock Market Than The Pandemic The War Had A Bigger Impact On The Stock Market Than The Pandemic Chart II-14Monetary Policy Was Easy...Even Before The Pandemic Started Monetary Policy Was Easy...Even Before The Pandemic Started Monetary Policy Was Easy...Even Before The Pandemic Started The equity market moved in a broad range in 1915-1919 and fell sharply only ahead of the 1920 recession (Chart II-13). Seemingly, stock market participants were more focused on the war than the pandemic. The lack of reporting of the pandemic could have contributed to this: newspapers were encouraged to avoid carrying bad news for reasons of patriotism and did not widely cover the pandemic until late 1918.23 The Federal Reserve played an active role in funding the government’s spending on the war, and so monetary policy was very easy during the pandemic – but for other reasons. The Fed used its position as a lender to the banking system to facilitate war bond sales.16 Interest rates were cut in 1914 and 1915 even before the US entered the war. The US economy had been in recession between January 1913 and December 1914. Policy rates remained low throughout 1916 and 1917 and slightly rose in 1918 and 1919. It was not until 1920 that Federal Reserve Bank System tightened policy rapidly to choke off inflation, which accelerated to over 20% in mid-1920 – rising inflation being a common post-war phenomenon (Chart II-14). The Lessons Of 1918-19 For The Coronavirus Pandemic Non-pharmaceutical interventions should continue to be implemented until a vaccine, effective therapeutic drugs, or mass testing is available. Relaxing measures prematurely is as damaging as a tardy reaction to the pandemic. Reacting quickly and imposing multiple measures for longer periods not only reduces mortality rates, but also improves economic outcomes post-crisis. The economy suffers in the short-term: supply and demand shocks lead to lower output. The demand shock however is larger leading to lower prices and disinflationary pressures, at least during and immediately after the pandemic.   Amr Hanafy Senior Analyst Global Asset Allocation III. Indicators And Reference Charts Last month, we maintained a positive disposition toward stocks, especially at the expense of government bonds. The global economy may be in the midst of its most severe contraction since the Great Depression, but betting against stocks is too dangerous when fiscal and monetary policy are both as easy as they are today. In essence, don’t fight the Fed. This view remains in place, even if the short-term risk/reward ratio for holding stocks is deteriorating. On a cyclical basis, the same factors that made us willing buyers of stocks remain broadly in place. Stocks are not as cheap as they were in late March, but monetary conditions have only eased further as real interest rates weakened. Additionally, our Speculation Indicator has eased, which indicates that contrary to many commentators’ perceptions, speculation is not rampant. Confirming this intuition, the equity risk premium remains elevated (even when one takes into account its lack of stationarity) and expected growth rates of earnings are still very low. Finally, our Revealed Preference Indicator is finally flashing a strong buy signal. Tactically, equities are still overbought. We have had four 5% or more corrections since March 23. More of them are in the cards. However, the most likely outcome for the S&P 500 this summer is a churning pattern, not a major downward move below 2700. The median stock is still 26% below its August 2018 low and only a fraction of equities on the NYSE trade above their 30-week moving average. These indicators do not scream that a major correction is on the horizon, especially when policy is as accommodative as it is today. We continue to recommend investors take advantage of the supportive backdrop for stocks by buying equities relative to bonds. In contrast to global bourses, government bonds are still massively overbought on a cyclical basis and trading at their largest premium to fair value since Q4 2008 and late 1985. Additionally, the vast sums of both monetary and fiscal stimulus injected in the economy should lift inflation expectations and thus, bond yields. The yield curve is therefore slated to steepen further. Since we last published, the dollar has not meaningfully depreciated, but the DXY is trying to breakdown while our composite technical indicator is making lower highs. It is too early to gauge whether the recent rebound in the IDR, the MXN, or the ZAR is anything more than an oversold bounce, but if it were to continue, it would indicate that the expensive greenback is starting to buckle under the weight of the quickly expanding twin deficit. The widening in the current account deficit that will result from extraordinarily loose fiscal policy means that the large increase in money supply by the Fed will leak out of the US economy. This process is highly bearish for the dollar. Ultimately, the timing of the dollar’s weakness will all boil down to global growth. As signs are building up that global growth is bottoming, odds are rising that the dollar will finally breakdown. Get ready for a meaningful downward move over the coming months. Finally, commodities seem to be gaining traction. The Continuous Commodity Index’s A/D line is quickly moving up and our Composite Technical Indicator is quickly rising from extremely oversold levels. Oil will hold the key for the broad complex. Oil supply has started to adjust lower and oil demand is set to improve starting June/July as the global economy re-opens, fueled with massive amounts of stimulus. As a result, inventories should start to meaningfully decline this summer, which will support the recent recovery in oil prices. If oil can rebound further, industrial commodities will follow. Finally, gold is a mixed bag in the near term. The dollar is set to weaken significantly and inflation breakevens to move higher, which will mitigate the negative impact of declining risk aversion. Silver is a superior play to gold as it will benefit from a recovery in global growth. EQUITIES: Chart III-1US Equity Indicators US Equity Indicators US Equity Indicators Chart III-2Willingness To Pay For Risk Willingness To Pay For Risk Willingness To Pay For Risk Chart III-3US Equity Sentiment Indicators US Equity Sentiment Indicators US Equity Sentiment Indicators   Chart III-4Revealed Preference Indicator Revealed Preference Indicator Revealed Preference Indicator Chart III-5US Stock Market Valuation US Stock Market Valuation US Stock Market Valuation Chart III-6US Earnings US Earnings US Earnings Chart III-7Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Chart III-8Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance   FIXED INCOME: Chart III-9US Treasurys And Valuations US Treasurys And Valuations US Treasurys And Valuations Chart III-10Yield Curve Slopes Yield Curve Slopes Yield Curve Slopes Chart III-11Selected US Bond Yields Selected US Bond Yields Selected US Bond Yields Chart III-1210-Year Treasury Yield Components 10-Year Treasury Yield Components 10-Year Treasury Yield Components Chart III-13US Corporate Bonds And Health Monitor US Corporate Bonds And Health Monitor US Corporate Bonds And Health Monitor Chart III-14Global Bonds: Developed Markets Global Bonds: Developed Markets Global Bonds: Developed Markets Chart III-15Global Bonds: Emerging Markets Global Bonds: Emerging Markets Global Bonds: Emerging Markets   CURRENCIES: Chart III-16US Dollar And PPP US Dollar And PPP US Dollar And PPP Chart III-17US Dollar And Indicator US Dollar And Indicator US Dollar And Indicator Chart III-18US Dollar Fundamentals US Dollar Fundamentals US Dollar Fundamentals Chart III-19Japanese Yen Technicals Japanese Yen Technicals Japanese Yen Technicals Chart III-20Euro Technicals Euro Technicals Euro Technicals Chart III-21Euro/Yen Technicals Euro/Yen Technicals Euro/Yen Technicals Chart III-22Euro/Pound Technicals Euro/Pound Technicals Euro/Pound Technicals   COMMODITIES: Chart III-23Broad Commodity Indicators Broad Commodity Indicators Broad Commodity Indicators Chart III-24Commodity Prices Commodity Prices Commodity Prices Chart III-25Commodity Prices Commodity Prices Commodity Prices Chart III-26Commodity Sentiment Commodity Sentiment Commodity Sentiment Chart III-27Speculative Positioning Speculative Positioning Speculative Positioning   ECONOMY: Chart III-28US And Global Macro Backdrop US And Global Macro Backdrop US And Global Macro Backdrop Chart III-29US Macro Snapshot US Macro Snapshot US Macro Snapshot Chart III-30US Growth Outlook US Growth Outlook US Growth Outlook Chart III-31US Cyclical Spending US Cyclical Spending US Cyclical Spending Chart III-32US Labor Market US Labor Market US Labor Market Chart III-33US Consumption US Consumption US Consumption Chart III-34US Housing US Housing US Housing Chart III-35US Debt And Deleveraging US Debt And Deleveraging US Debt And Deleveraging   Chart III-36US Financial Conditions US Financial Conditions US Financial Conditions Chart III-37Global Economic Snapshot: Europe Global Economic Snapshot: Europe Global Economic Snapshot: Europe Chart III-38Global Economic Snapshot: China Global Economic Snapshot: China Global Economic Snapshot: China   Mathieu Savary Vice President The Bank Credit Analyst Footnotes 1 Reid Cramer et al., The Emerging Millennial Wealth Gap, Divergent Trajectories, Weak Balance Sheets, and Implications for Social Policy, New America, Oct 2019. 2 https://www.wsj.com/articles/new-normal-amid-coronavirus-working-from-home-while-schooling-the-kids-11584437400 3 Please see Geopolitical Strategy Special Report "The Apex Of Globalization - All Downhill From Here," dated November 12, 2014, available at gps.bcaresearch.com 4  Please see The Bank Credit Analyst Special Report "The Productivity Puzzle: Competition Is The Missing Ingredient," dated June 27, 2019, available at bca.bcaresearch.com 5  Please see The Bank Credit Analyst Monthly Report "May 2020," dated April 30, 2020, available at bca.bcaresearch.com 6 Please see Foreign Exchange Strategy Weekly Report "A Few Trades Amidst A Pandemic," dated May 22, 2020, available at fes.bcaresearch.com 7 Please see European Investment Strategy Weekly Report "European Investors Left Defenceless," dated May 21, 2020, available at eis.bcaresearch.com 8 Please see US Equity Strategy Special Report "Debunking Earnings," dated May 19, 2020, available at uses.bcaresearch.com 9 Please see the Q&A with immunologist and Nobel laureate Professor Peter Doherty, published by BCA Research April 1st 2020: BCA Research Special Report, “Questions On The Coronavirus: An Expert Answers,” available at bcaresearch.com 10 Please see “Leading Cause of Death, 1990-1998,” CDC Centers for Disease Control and Prevention. 11 Please see Ansart S, Pelat C, Boelle PY, Carrat F, Flahault A, Valleron AJ, “Mortality burden of the 1918-1919 influenza pandemic in Europe,” NCBI. 12 Please see Public Health Report, vol. 34, No. 38, Sept. 19, 1919. 13 Please see Qiang Liu, Yuan-hong Zhou, Zhan-qiu Yang Cell Mol Immunol. 2016 Jan; 13(1): 3–10. 14 Please see Shope, R. (1958) Public Health Rep. 73, 165–178. 15 The Liberty Loans Parade was intended to promote the sale of government bonds to pay for World War One. 16 Please see Hatchett RJ, Mecher CE, Lipsitch M (2007) "Public health interventions and epidemic intensity during the 1918 influenza pandemic,"PNAS 104: 7582–7587. 17 Please see Bootsma M, Ferguson N, “The Effect Of Public Health Measures On The 1918 Influenza Pandemic In U.S. Cities,” PNAS (2007). 18 Please see https://www.nber.org/cycles.html 19 Please see https://www.stlouisfed.org/~/media/files/pdfs/community-development/res…12               Please see https://libertystreeteconomics.newyorkfed.org/2020/03/fight-the-pandemic-save-the-economy-lessons-from-the-1918-flu.html. 20 Please see Correia, Sergio and Luck, Stephan and Verner, Emil, Pandemics Depress the Economy, Public Health Interventions Do Not: Evidence from the 1918 Flu (March 30, 2020). Available at SSRN: https://ssrn.com/abstract=3561560 or http://dx.doi.org/10.2139/ssrn.3561560. 21 Please see Board of Governors of the Federal Reserve System (U.S.), 1935- and Federal Reserve Board, 1914-1935. "November 1918," Federal Reserve Bulletin (November 1918). 22 Please see https://newrepublic.com/article/157094/americas-newspapers-covered-pandemic. 23 Please see https://www.federalreservehistory.org/essays/feds_role_during_wwi.