Japan

Executive Summary To understand the economy and the market we must think of them as non-linear systems which experience sudden phase-shifts. The pandemic introduced phase-shifts in our lives, which led to phase-shifts in our goods demand, which led to phase-shifts in monthly core inflation. As our lives phase-shift back to normality, goods demand will phase-shift back to low growth, and monthly core inflation prints will phase-shift from ‘high phase’ to ‘low phase’. With the 12-month core US inflation rate likely to peak by June at the latest, the long bond yield is likely to peak at some point in April/May, justifying a cyclical overweight position in T-bonds. Go overweight healthcare and biotech versus resources and financials. The leadership of the equity market will once more flip from short-duration sectors to long-duration sectors. Fractal trading watchlist additions: JPY/CHF, non-life insurance versus homebuilders, US homebuilders (XHB), cotton versus platinum, healthcare versus resources, and biotech versus resources. Bottom Line: With the 12-month core US inflation rate likely to peak by June at the latest, the long bond yield is likely to peak at some point in April/May, and the leadership of the equity market will flip back to long-duration sectors such as healthcare and biotech. Feature Inflation is a non-linear system, meaning that you cannot just dial it up or down gradually like the volume on your music system. Instead of gradual changes, non-linear systems suddenly phase-shift from quiet to loud, from cold to hot, from solid to liquid, or from stability to instability (Box I-1). Box 1: A Classic Non-Linear System – A Brick On An Elastic Band To experience the sudden phase-shift in a non-linear system, attach an elastic band to a brick and try pulling it across a table. As you start to pull, the brick doesn’t move because of the friction with the table. But as you increase your pull there comes a tipping point, at which the brick does move and the friction simultaneously decreases, self-reinforcing the brick’s acceleration. Meanwhile, your pull on the elastic continues to increase as you react with a time-lag. The result is that this non-linear system suddenly phase-shifts from stability – the brick doesn’t move – to instability – the brick hits you in the face! Try as hard as you might, it is impossible to pull the brick across the table smoothly. In this non-linear system, the choice is either stability or instability. Back in 2017, in Mission Impossible: 2% Inflation – An Update, I posed a crucial question: “Given that price stability could phase-shift to instability, when should we worry about it?” I answered that “the risk remains low until the next severe downturn – when policymakers may be forced into desperate measures for a desperate situation.” The words proved prescient. Three years later, the desperate situation was a global pandemic, and the desperate measures were economic shutdowns combined with fiscal stimuluses of unprecedented scope and size.   A Phase-Shift In Our Lives Produced A Phase-Shift In Inflation Developed economy inflation has just experienced a stark non-linearity. Since 2007, the US core month-on-month inflation rate remained consistently below 3.5 percent.1 Then came the pandemic’s shutdowns combined with policymakers’ massive response, and month-on-month inflation didn’t just rise to above 3.5 percent, it phase-shifted to well over 6 percent. Developed economy inflation has just experienced a stark non-linearity. The remarkable fact is that since 2007, there have been over a hundred monthly core inflation prints below 4 percent, and nine prints above 6 percent, but just one solitary print between 4 and 6 percent! In other words, monthly core inflation shows the classic hallmark of a non-linear system. It can be cold or hot, but not warm (Chart I-1).       Chart I-1Monthly Core Inflation Shows The Classic Hallmark Of A Non-Linear System So, what caused the phase-shift in core inflation? The simple answer is a phase-shift in durable goods spending, which itself was caused by the pandemic’s shutdown of services combined with massive fiscal stimulus. Again, this is supported by a remarkable fact. Since 2007, the monthly increase in US (real) spending on durables remained consistently below 3.5 percent. Then came the pandemic’s shutdowns and stimulus checks, and the growth in durables demand didn’t just rise to above 3.5 percent, it phase-shifted to well over 8 percent.  In other words, the growth in durable goods demand also shows the classic hallmark of a non-linear system. It can be cold or hot, but not warm (Chart I-2). Chart I-2Goods Demand Shows The Classic Hallmark Of A Non-Linear System The connection between the phase-shifts in goods demand and the phase-shifts in core inflation is staring us in the face – because the three separate phase-shifts in inflation have each been associated with a preceding or contemporaneous phase-shift in goods demand, which themselves have been associated with the separate waves of the pandemic (Chart I-3). Chart I-3Phase-Shifts In Core Inflation Have Been Associated With Phase-Shifts In Goods Demand Pulling all of this together, the pandemic introduced phase-shifts in our lives – lockdown or freedom. Which led to phase-shifts in our goods demand – above 8 percent or below 3.5 percent. Which led to phase-shifts in monthly core inflation – above 6 percent or below 4 percent. The key question is, what happens next? Bond Yields Are Close To A Peak As we learn to live with the pandemic, and assuming no imminent ‘super variant’ of the virus, our lives are phase-shifting back to a semblance of normality. Which means that our spending on goods is phase-shifting back to low growth. If anything, the recent overspend on goods implies an imminent corrective underspend. At the same time, it will be difficult to compensate a phase-shift down on goods spending with a phase-shift up on services spending. This is because the consumption of services is constrained by time and biology. There is a limit to how often you can eat out, go to the theatre, or even go on vacation. The upshot is that monthly core inflation prints are likely to phase-shift from ‘high phase’ to ‘low phase’ – even if the monthly headline inflation prints are kept up longer by the commodity price spikes that result from the Ukraine crisis. Monthly core inflation prints are likely to phase-shift from ‘high phase’ to ‘low phase’. Meanwhile central banks and markets focus on the 12-month core inflation rate – which, as an arithmetic identity, is the sum of the last twelve month-on-month inflation rates.2  To establish the 12-month core inflation rate, the crucial question is: how many of the last twelve month-on-month inflation prints will be high phase versus low phase? As just discussed, the new month-on-month core inflation prints are likely to phase-shift to low phase. At the same time, the historic high phase prints will disappear from the last twelve month window. Specifically, by June 2022, the three high phase prints of April, May, and June 2021 – 10 percent, 9 percent, and 10 percent respectively – will no longer be included in the 12-month core inflation rate, with the arithmetic impact of pulling it down sharply (Chart I-4). Chart I-4The High Phase Monthly Inflation Prints Of April, May, And June 2021 Will Disappear From The 12-Month Core US Inflation Rate, Thereby Pulling It Down. Clearly, the bond market anticipates some of this ‘base effect’ on 12-month inflation. This explains why turning points in the bond yield have led by 2-3 months the turning points in the 12-month core inflation rate (Chart I-5). With the 12-month core inflation rate likely to peak by June at the latest, this suggests that – absent some new shock – the long bond yield is likely to peak at some point in April/May. Reinforcing our cyclical overweight position in T-bonds. Chart I-5The Bond Yield Turns About 2-3 Months Before Core Inflation This also carries important implications for equity investors. Rising bond yields favour short-duration equity sectors such as resources and financials versus long-duration equity sectors such as healthcare and biotech. And vice-versa. Indeed, the recent performance of resources versus healthcare and financials versus healthcare is indistinguishable from the bond yield (Chart I-6 and Chart I-7). Chart I-6The Performance of Resources Versus Healthcare Is Indistinguishable From The Bond Yield Chart I-7The Performance of Financials Versus Healthcare Is Indistinguishable From The Bond Yield With bond yields likely to peak soon, the leadership of the equity market will once more flip from short-duration sectors to long-duration sectors. Go overweight healthcare and biotech versus resources and financials. Fractal Trading Watchlist Reinforcing the fundamental analysis in the previous section, the 130-day outperformance of resources versus healthcare and biotech has reached the point of fractal fragility that has marked previous trend exhaustions, suggesting that the recent outperformance of resources is nearing an end. Also new on our watchlist is a commodity pair, cotton versus platinum, whose strong outperformance is vulnerable to reversal. And US homebuilders (XHB), whose recent underperformance is at a potential turning point. There are two new trade recommendations. First, the massive outperformance of world non-life insurance versus homebuilders is at the point of fractal fragility that has consistently marked previous turning points (Chart I-8). Hence, go short non-life insurance versus homebuilders, setting a profit target and symmetrical stop-loss at 14 percent. Second, the strong underperformance of the Japanese yen is also at the point of fractal fragility that has marked several previous turning points (Chart I-9). Accordingly, go long JPY/CHF, setting a profit target and symmetrical stop-loss at 4 percent. Please note that our full watchlist of 19 investments that are experiencing or approaching turning points is now available on our website: cpt.bcaresearch.com Chart I-8The Massive Outperformance Of Non-Life Insurance Is Vulnerable To Reversal Chart I-9Go Long JPY/CHF The Outperformance Of Resources Versus Healthcare Is Vulnerable To Reversal The Outperformance Of Resources Versus Biotech Is Vulnerable To Reversal Cotton’s Outperformance Is Vulnerable To Reversal US Homebuilders’ Underperformance Is At A Potential Turning Point Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Footnotes 1 Annualized month-on-month inflation rate. 2 Strictly speaking, the 12-month inflation rate is the geometric product of the last 12 month-on-month inflation rates. Chart I-1The Strong Trend In The 18-Month-Out US Interest Rate Future Is Fragile Chart I-2The Strong Trend In The 3 Year T-Bond Is Fragile Chart I-3AUD/KRW Is Vulnerable To Reversal Chart I-4Canada Versus Japan Is Vulnerable To Reversal Chart I-5Canada's TSX-60's Outperformance Might Be Over Chart I-6US Healthcare Providers Vs. Software Approaching A Reversal Chart I-7The Euro's Underperformance Could Be Approaching a Resistance Level Chart I-8A Potential Switching Point From Tobacco Into Cannabis Chart I-9Bitcoin's 65-Day Fractal Support Is Holding For Now Chart I-10Biotech Approaching A Major Buy Chart I-11CAD/SEK Reversal Has Started Chart I-12Financials Versus Industrials Is Reversing Chart I-13Norway's Outperformance Could End Chart I-14Greece's Brief Outperformance Has Ended Chart I-15BRL/NZD At A Resistance Point Chart I-16The Outperformance Of Resources Versus Healthcare Is Vulnerable To Reversal Chart I-17The Outperformance Of Resources Versus Biotech Is Vulnerable To Reversal Chart I-18Cotton's Outperformance Is Vulnerable To Reversal Chart I-19US Homebuilders' Underperformance Is At A Potential Turning Point   Fractal Trading System   Fractal Trades 6-Month Recommendations Structural Recommendations Closed Fractal Trades Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields - Euro Area Chart II-2Indicators To Watch - Bond Yields - Europe Ex Euro Area Chart II-3Indicators To Watch - Bond Yields - Asia Chart II-4Indicators To Watch - Bond Yields - Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations  

Executive Summary Our recommended model bond portfolio outperformed its custom index by a robust +48bps in Q1/2022 – an impressive performance given the significant uncertainties stemming from the Ukraine war, surging commodity prices and hawkish central banks. This outperformance came entirely from the rates side of the portfolio (+52bps) as global government bond yields surged, driven by a large underweight to US Treasuries. The credit side of the portfolio was largely unchanged versus the benchmark (-4bps). Looking ahead, we see global bond yields as being more rangebound over the next six months. A lot of rate hikes in 2022 are already discounted (most notably in the US) and global inflation is likely to decelerate in Q2 & Q3. As the global monetary tightening cycle evolves, positioning more defensively in global credit, rather than duration management, will provide the better opportunity to generate alpha in bond portfolios. GFIS Model Bond Portfolio Recommended Positioning For The Next Six Months Bottom Line: In our model bond portfolio, we are downgrading US investment grade corporates to underweight, and reducing high-yield exposure in the US and Europe to neutral. We are also reducing inflation-linked bond allocations in the US and euro area to underweight versus nominals. Feature The first three months were horrific for global bond markets. The Bloomberg Global Aggregate index delivered a total return of -6.2%, the second worst quarter since 1990. No sector, from government bonds to corporate debt to emerging market spread product, was immune to the pressures from soaring energy prices, war-driven uncertainty and hawkish central bankers belated responding to the worst bout of global inflation since the 1970s. Related Report  Global Fixed Income StrategyOur Model Bond Portfolio Strategy To Begin 2022: Choosing Our Battles Wisely That toxic cocktail for bond returns may lose some potency in the coming months if a de-escalation of the Ukraine tensions can be reached. However, the bigger drivers of bond market volatility – high global inflation and the monetary tightening necessary to combat it – are more likely to linger for longer than expected. Government bond yields are unlikely to fall much in this environment. Increasingly, global credit spreads, especially for corporate debt in the US, will face intensifying widening pressure as central banks rapidly dial back pandemic-era monetary accommodation, led by the US Federal Reserve. With that in mind, we present our quarterly review of the BCA Research Global Fixed Income Strategy (GFIS) model bond portfolio for the first quarter of 2022. We also present our recommended positioning for the portfolio for the next six months, as well as portfolio return expectations for our base case and alternative investment scenarios. As a reminder to existing readers (and to new clients), the model portfolio is a part of our service that complements the usual macro analysis of global fixed income markets. The portfolio is how we communicate our opinion on the relative attractiveness between government bond and spread product sectors. We do this by applying actual percentage weightings to each of our recommendations within a fully invested hypothetical bond portfolio. Q1/2022 Model Bond Portfolio Performance: Regional Allocation Drives Outperformance Chart 1Q1/2022 Performance: Big Gains From Rising Bond Yields The total return for the GFIS model portfolio (hedged into US dollars) in the third quarter was -4.6%, outperforming the custom benchmark index by +48bps (Chart 1).1 In terms of the specific breakdown between the government bond and spread product allocations in our model portfolio, the former generated +52bps of outperformance versus our custom benchmark index while the latter underperformed by -4bps. In an extremely negative quarter for fixed income both in terms of the breadth and depth of losses, our regional allocation choices helped us continue generating outperformance after we transitioned to a neutral overall portfolio duration stance in mid-February. Throughout the quarter, we maintained a significant underweight on US Treasuries in the portfolio, even after we tactically upgraded our duration tilt. We expected US government debt to still underperform that of other developed markets, even in an environment where the rise in global bond yields was due for a breather. Our rationale worked – admittedly helped by the inflationary shock of the Russian invasion of Ukraine - with the US Treasury part of our portfolio generating a whopping +63bps of outperformance (Table 1). Table 1GFIS Model Bond Portfolio Q1/2022 Overall Return Attribution Meanwhile, our biggest government bond overweights were in Europe, a market we expected to perform defensively in a portfolio context. We were obviously caught offside on this call as energy prices and inflation expectations in Europe surged in response to the Ukraine conflict. In total, our portfolio lost -30bps in active return terms in euro area government bonds, with the losses spread evenly between the core and periphery. We did staunch the bleeding somewhat by reducing our allocation to the periphery in the last two weeks of the quarter and using the proceeds to fund an increased allocation to European investment grade corporates. The European corporate index spread has tightened -23bps since that switch. Turning to the credit side of the portfolio, the most successful position was our underweight tilt on emerging market (EM) USD-denominated corporates (+10bps) and sovereigns (+9bps) during a catastrophic quarter for EM risky assets driven by the conflict as well as weakness in the Chinese economy. We sustained losses from our overweight on US CMBS (-11bps) which was broadly offset by gains from our underweight on US MBS (+10bps). Lastly, while we were hurt by the sell-off in euro area high-yield (-13bps), where we were overweight to start 2022, we did scale back some of that exposure towards the end of the quarter when markets started to discount the risk of a “worst case” scenario of direct NATO intervention in Ukraine. The bar charts showing the total and relative returns for each individual government bond market and spread product sector in our model portfolio are presented in Charts 2 & 3. Chart 2GFIS Model Bond Portfolio Q1/2022 Government Bond Performance Attribution Chart 3GFIS Model Bond Portfolio Q1/2022 Spread Product Performance Attribution By Sector Biggest Outperformers: Underweight US Treasuries with a maturity greater than 10 years (+23bps) Underweight UK Gilts with a maturity greater than 10 years (+14bps) Underweight US treasuries with a maturity between 3 and 5 years (+12bps) Biggest Underperformers: Overweight euro area high-yield corporates (-13bps) Overweight US CMBS (-11bps) Overweight Spanish Bonos (-5bps) Chart 4 presents the ranked benchmark index returns of the individual countries and spread product sectors in the GFIS model bond portfolio for Q1/2022. Returns are hedged into US dollars (we do not take active currency risk in this portfolio) and adjusted to reflect duration differences between each country/sector and the overall custom benchmark index for the model portfolio. We have also color coded the bars in each chart to reflect our recommended investment stance for each market during Q1 (red for underweight, dark green for overweight, gray for neutral). Chart 4Ranking The Winners & Losers From The GFIS Model Bond Portfolio Universe In Q1/2022 Ideally, we would look to see more green bars on the left side of the chart where market returns are highest, and more red bars on the right side of the chart were returns are lowest. That pattern largely held true in Q1/2022, especially at the tail ends of the chart. During a quarter where all the major asset classes in our portfolio lost money on a hedged and duration-matched basis, we outperformed by selectively underweighting the worst performers. Notably, we were underweight UK Gilts (-1280bps) and EM Sovereigns (-1103bps) on the extreme right side of the chart. We were also underweight US Treasuries (-531bps) which, despite being in the middle of Chart 4, contributed hugely to our portfolio outperformance due to their large market cap weighting in the benchmark index. Broadly, this means that, except for Europe and Australia, our highest conviction calls worked in our favor during the quarter. Bottom Line: Our model bond portfolio outperformed its benchmark index in the third quarter of the year by +48bps – a positive result coming largely from underweight positions in US Treasuries, UK Gilts, and EM credit. Changes To Our Model Bond Portfolio Allocations The uncertainty stemming from the Russia/Ukraine conflict led us to temporarily neutralize many of the recommended exposures in the model bond portfolio. We not only moved to neutral on overall portfolio duration, we also neutralized individual country yield curve tilts and inflation-linked bond allocations. While the situation remains fluid, the worst-case scenarios of the conflict expanding beyond the borders of Ukraine appear to have been avoided. This leads us to reconsider where to once again take active risks on the rates side of the portfolio. Chart 5Our Duration Indicator Calling For Slowing Global Yield Momentum Duration On overall portfolio duration, we are maintaining a neutral (“at benchmark”) stance in the portfolio. Our Global Duration Indicator is currently signaling that the strong upward momentum of global bond yields should fade over the next few months (Chart 5). Slowing global growth expectations – a trend that was already in place prior to the Ukraine conflict - are the major reason why our Duration Indicator has turned lower. The war-fueled surge in energy prices has helped push global bond yields higher through rising inflation breakevens, which also prompted central banks – most notably the Fed and the Bank of England (BoE)- to signal a need for a faster pace of interest rate hikes in 2022 despite softening growth momentum. Looking ahead, that strong link between oil prices and bond yields will not be broken until there is some sort of de-escalation of the Ukraine conflict, which does not appear imminent. This supports a near-term neutral overall duration stance. Yield Curve Allocations In terms of yield curve exposure, we see some opportunities to adjust allocations (Chart 6). US curves have inverted and UK curves are flirting with inversion as markets are pricing in more Fed/BoE tightening, while curves in Germany and France have bear-steepened with longer-term inflation expectations going up faster than shorter-term interest rate expectations. In the US and UK, the yield curve flattening also reflects the “front loading” of Fed/BoE rate hike expectations. Overnight index swap (OIS) curves are pricing in 190bps of rate hikes in the US, and 134bps in the UK, by the end of 2022. This is followed quickly by rate cuts discounted in H2/2023 and 2024 in both countries. We see it as more likely that both central banks will deliver fewer hikes than discounted in 2022 and but will push rates to higher levels than priced by the end of 2024. That leads us to add a mild steepening bias into our US and UK government bond allocations in the model bond portfolio. We offset that by inserting a flattening bias in the German and French yield curve allocations to keep the overall portfolio duration at 7.5 years, matching that of the custom benchmark index (Chart 7). Chart 6Curve Flattening In The US & UK Is Overdone​​​​​ Chart 7Overall Portfolio Duration: Stay Neutral​​​​​ Chart 8No Change To Our Country Allocations To Begin Q2/22 Country Allocations Turning to our country allocations, we see no need to make major changes right now (Chart 8). We still prefer to maintain an underweight stance on countries that are more likely to see multiple central bank rate hikes in 2022 (the US, UK, Canada) versus those that are less likely (Germany, France, Japan, Australia). We are also staying neutral on Italian and Spanish government bonds with the ECB set to taper the pace of its asset purchases in Q2. Less ECB buying raises the risk that higher yields will be required to entice private sector buyers to buy Italian and Spanish debt with a smaller central bank backstop. Inflation-Linked Bonds Our Comprehensive Breakeven Inflation (CBI) indicators assess the potential for a significant move in 10-year breakeven inflation rates, based on deviations from variables that typically correlate with breakevens like oil prices or survey-based measures of inflation expectations. At the moment, none of the CBIs for the eight countries in our model bond portfolio are below zero (Chart 9), which would be a signal that breakevens are too low and can move higher. Chart 9Inflation-Linked Bond Exposure: Reduce Europe & The US, Increase Canada Canada has the lowest CBI, and last week, we added a tactical trade to go long 10-year Canadian inflation breakevens. We will add that position to our model bond portfolio this week, moving the Canadian “linkers” allocation to overweight versus nominal Canadian government bonds (within an overall underweight allocation to Canada in the model bond portfolio). On the other side of our CBI rankings are countries where the CBIs are well above zero and breakevens are more stretched: Germany, Italy, France and the US. We are currently neutral inflation-linked bonds in those four countries, but strictly as a hedge against the war-fueled risks of further increases in oil prices. Now, however, 10-year breakevens have widened to levels that already factor in more expensive oil, even with oil prices struggling to break out to new highs. As a result, we are downgrading the allocation to linkers in Germany, Italy, France and the US to underweight within the model bond portfolio (Chart 10). Corporate Bonds The most meaningful changes we are making to our model bond portfolio, and in our strategic investment recommendations, are to our corporate bond allocations: We are downgrading US investment grade corporate bond exposure from neutral to underweight (2 out of 5) We are downgrading US high-yield corporate bond exposure from overweight to neutral (3 out of 5) We are also downgrading euro area high-yield exposure from overweight to neutral (3 out of 5) Credit spreads across the developed market and EM space have fully unwound the surge seen after Russia invaded Ukraine on February 24 (Chart 11). We had turned more cautious on global spread product exposure in early March because of the war-fueled shock to energy prices and investor sentiment. We viewed this as a bigger issue for European and EM credit, with Europe heavily reliant on Russian energy supplies and EM market liquidity impacted by bans on trading of Russian assets. We therefore reduced exposures to European high-yield and EM hard currency debt in the model bond portfolio. Chart 10Our Inflation-Linked Bond Country Allocations Now, while markets have become more sanguine about the prospects of a long war that can more directly draw in Western forces, a bigger threat to financial market stability has emerged – more aggressive tightening of global monetary policy led by the Fed. Chart 11Global Credit Spreads Have Returned To Pre-Invasion Levels​​​​​​ Chart 12Global Monetary Backdrop Turning More Negative For Credit Already, the move away from quantitative easing by the Fed, ECB and BoE has led to a negative impulse for global credit returns (Chart 12). Excess returns for the Bloomberg Global Corporate and High-Yield indices are now essentially flat on a year-over-year basis, and the riskiest credit tiers of both indices are seeing the greater spread widening (bottom panel). Another indicator of tightening monetary policy, the flat US Treasury curve, is also signaling a poor environment for US credit market returns. Our colleagues at our sister service, BCA Research US Bond Strategy, have noted that when the 2-year/10-year US Treasury curve flattens below +25bps, the odds of US investment grade credit outperforming duration-matched Treasuries decline sharply. Dating back to 1973, the average excess return (over Treasuries) for the Bloomberg US investment grade index over the twelve months after the 2/10 curve flattens below +25bps is -0.56%. The 2/10 US Treasury curve is now inverted at -3bps, even with the Fed having only delivered a single +25bp rate hike so far in the current cycle. This is a highly unusual occurrence, as the Treasury curve typically inverts after the Fed has delivered multiple rate hikes in a tightening cycle. Bond investors are clearly “front-running” the Fed in discounting aggressive rate hikes in 2022 in response to US inflation near 8%. We think the Fed will deliver fewer hikes than markets are discounting this year, but will do more in 2023 and 2024. Yet the message from the now-inverted yield curve, and what it means for corporate bond performance, is too powerful to ignore. This underpins our decision to downgrade our recommended allocation to US investment grade to underweight. We do not, however, see a need to move the allocations for other corporate bond markets as aggressively. The credit spread widening seen so far in 2022 in the US and Europe – a trend that was already in place before the start of the Ukraine war – has restored more value to European corporate spreads compared to US equivalents. That can be seen when looking at our preferred measure of spread valuations, 12-month breakeven spreads.2 The historical percentile ranking of the 12-month breakeven spread is 63% for euro area investment grade and a much lower 23% for US investment grade (Chart 13). The absolute level of the euro area ranking justifies maintaining an overweight stance on euro area investment grade, both in absolute terms and relative to US investment grade. A smaller gap exists for high-yield, where the euro area 12-month breakeven spread percentile ranking is 50% versus 33% in the US. Those lower percentile rankings justify no higher than a neutral allocation to high-yield on either side of the Atlantic. On the surface, maintaining a higher allocation to US high-yield over US investment grade does appear counter-intuitive in an environment where the US Treasury curve is inverted and investors are growing increasingly worried that the Fed will need to engineer a major growth slowdown to cool inflation. However, that same high inflation helps to maintain a fast enough pace of nominal economic growth to limit the default risk for riskier borrowers. Moody’s estimates that the default rate for high-yield corporates will reach 3.1% in the US and 2.6% in Europe by year-end. Using those estimates, we can calculate a default-adjusted spread, or the current high-yield spread minus one-year-ahead expected default losses. That spread is currently 134bps in the US and 206bps in Europe, both well above the low end of the long-run range and closer to the long-run average (Chart 14). Those are levels that are consistent with a neutral allocation to high-yield in both regions, as current spreads offer a decent cushion in an environment of relatively low default risk. Chart 13More Attractive Spread Levels In Europe Vs. US​​​​​​ Chart 14Low Default Risk Helps Support High-Yield Valuations​​​​​​ Chart 15Persistent Headwinds To EM Credit Performance Emerging Markets Finally, we continue to see more reasons to be cautious on EM USD-denominated credit, given the lack of support from typical fundamental drivers (Chart 15). Weak Chinese growth, slowing commodity price momentum (on a year-over-year basis), and a firm US dollar are all factors that weigh on EM economic growth and the ability to service hard-currency debt. We are maintaining an underweight allocation to EM USD-denominated sovereign and corporate debt in our model bond portfolio. Indications that China is ready to introduce more fiscal and monetary stimulus, and/or if the Fed’s messaging turned less hawkish – and less US dollar bullish – would be the signals necessary for us to consider an EM upgrade. Summing It All Up The full list of our recommended portfolio allocations after making all of the above changes can be seen in Table 2. The changes leave the portfolio with the following high-level characteristics: Table 2GFIS Model Bond Portfolio Recommended Positioning For The Next Six Months Chart 16Overall Portfolio Allocation: Underweight Spread Product Vs Governments the overall duration exposure remains at-benchmark (i.e. neutral) the portfolio has now flipped to an underweight stance on the exposure of spread product to government bonds, equal to four percentage points of the portfolio (Chart 16) the tracking error of the portfolio, or its expected volatility in excess of that of the benchmark, is 80bps – a level similar to that before the changes were made and still well below our self-imposed 100bps tracking error limit (Chart 17) the portfolio now has a yield below that of the custom benchmark index, equal to 2.51% (Chart 18). Chart 17Overall Portfolio Risk: Moderate​​​​​​ Chart 18Overall Portfolio Yield: Below-Benchmark​​​​​​ The changes leave the portfolio much more exposed to a widening of global credit spreads than a rise in government bond yields – a desired outcome with bond yields already discounting a lot of tightening but credit spreads still at historically tight levels. Bottom Line: As the global monetary tightening cycle evolves, positioning more defensively in global credit, rather than duration management, will provide the better opportunity to generate alpha in bond portfolios. We are expressing that by cutting the exposure to corporate bonds in our model bond portfolio. Portfolio Scenario Analysis For The Next Six Months After making all the specific changes to our model portfolio weightings, which can be seen in the tables on pages 23-25, we now turn to our regular quarterly scenario analysis to determine the return expectations for the portfolio for the next six months. On the credit side of the portfolio, we use risk-factor-based regression models to forecast future yield changes for global spread product sectors as a function of four major factors - the VIX, oil prices, the US dollar and the fed funds rate (Table 3A). For the government bond side of the portfolio, we avoid using regression models and instead use a yield-beta driven framework, taking forecasts for changes in US Treasury yields and translating those in changes in non-US bond yields by applying a historical yield beta (Table 3B). Table 3AFactor Regressions Used To Estimate Spread Product Yield Changes Table 3BEstimated Government Bond Yield Betas To US Treasuries For our scenario analysis over the next six months, we use a base case scenario plus two alternate “tail risk” scenarios. In the current environment, our scenarios center around developments in the Ukraine/Russia conflict and the impacts on uncertainty and commodity-fueled inflation. Base Case There is no further escalation of the Ukraine/Russia conflict, possibly resulting in a temporary ceasefire. Oil prices pull back on a lower war risk premium, helping lower inflation expectations. Global realized inflation peaks during Q2/2022, alongside some moderation of global growth in lagged response to high energy prices. Within that slower pace of global growth, the US outperforms Europe while Chinese growth remains weak because of COVID lockdowns (although that will eventually lead to more stimulus from Chinese policymakers). The Fed delivers 100bps of rate hikes by July, starting with a 50bp increase at the May meeting, before pausing at the September meeting in response to slowing US inflation and growth. There is a mild bear flattening of the US Treasury curve, but yields remain broadly unchanged over the full six month scenario period with the Fed not hiking by more than currently discounted. The Brent oil price retreats by -10%, the US dollar modestly appreciates by 2%, the VIX stays close to current levels at 20 and the fed funds rate reaches 1.5%. Escalation Scenario The is no reduction in Ukraine war tensions, with increased Russian aggression resulting in greater NATO military involvement. The risk premium in oil prices increases, delaying the expected peak in global inflation until the second half of 2022. Inflation expectations remain elevated. Global growth weakens more than in the base case scenario because of higher energy prices, but with US growth still outperforming Europe. China’s economy remains weighed down by COVID lockdowns and an inadequate fiscal/monetary/credit policy response. The Fed is forced to be more aggressive because of high inflation expectations, delivering 150bps of hikes by September. The US Treasury curve bear-flattens, but with Treasury yields rising across the curve through wider TIPS breakevens and greater-than-expected rate hikes keeping real yields stable. The Brent oil price rises +25%, the VIX index climbs to 30, the US dollar appreciates by +5% thanks to slowing global growth and a more aggressive move by the Fed to push the funds rate to 2%. De-Escalation Scenario There is a full and lasting ceasefire between Russia and Ukraine. The war risk premium in oil prices collapses, allowing global inflation to peak in Q2 and then decline rapidly. Global growth sentiment improves because of lower energy prices and diminished worries about a wider world war. European growth outperforms US growth (relative to expectations) as European natural gas prices decline. China responds faster than expected to the latest COVID wave with more aggressive policy stimulus. Lower inflation allows the Fed to be more patient on rate hikes, delivering only 75bps of hikes by July before pausing. The Treasury curve moderately bull-steepens, although the absolute decline in nominal Treasury yields is fairly small as lower TIPS breakevens are partially offset by higher real yields (as growth sentiment improves). The Brent oil price falls -20%, the VIX index drifts down to 18, and the US dollar depreciates by -3% as global growth improves and the Fed pushes the funds rate to a less-than-expected 1.25% by July. The excess return scenarios for the model bond portfolio, using the above inputs in our simple quantitative return forecast framework, are shown in Table 4A. The US Treasury yield assumptions are shown in Table 4B. For the more visually inclined, we present charts showing the model inputs and Treasury yield projections in Chart 19 and Chart 20, respectively. Table 4AGFIS Model Bond Portfolio Scenario Analysis For The Next Six Months Table 4BUS Treasury Yield Assumptions For The 6-Month Forward Scenario Analysis Chart 19Risk Factor Assumptions For The Scenario Analysis​​​​​​ Chart 20US Treasury Yield Assumptions For The Scenario Analysis​​​​​​ Given our neutral overall portfolio duration stance, and the mild changes in nominal bond yields implied by our forecasts, it should not be surprising that the rates side of the portfolio is expected to not contribute any excess return in Q2 and Q3. However, Fed rate hikes – which push up yields on spread product in the forecasting regressions – result in negative credit returns in all scenarios (especially in the cases where the VIX is expected to rise). Thus, the return on the credit side of the model portfolio, where we are now underweight credit risk, will be the main driver of performance, delivering a range of excess return outcomes between +29bps and +53bps. Bottom Line: The next six months will be about locking in the significant gains in our model bond portfolio performance from rising bond yields, and transitioning to outperforming via wider credit spreads in US investment grade and EM hard currency debt.   Robert Robis, CFA Chief Fixed Income Strategist rrobis@bcaresearch.com Shakti Sharma Senior Analyst ShaktiS@bcaresearch.com Footnotes 1      The GFIS model bond portfolio custom benchmark index is the Bloomberg Barclays Global Aggregate Index, but with allocations to global high-yield corporate debt replacing very high-quality spread product (i.e. AA-rated). We believe this to be more indicative of the typical internal benchmark used by global multi-sector fixed income managers. 2     12-month breakeven spreads compare the option-adjusted spread (OAS) of a credit market or sector to its duration, using Bloomberg bond index data. The breakeven spread is the amount of spread widening that must occur over a one-year horizon to make the total return of a credit instrument equal to that of duration-matched risk-free government debt. GFIS Model Bond Portfolio Recommended Positioning     Active Duration Contribution: GFIS Recommended Portfolio Vs. Custom Performance Benchmark The GFIS Recommended Portfolio Vs. The Custom Benchmark Index Global Fixed Income - Strategic Recommendations* Cyclical Recommendations (6-18 Months)  

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

Executive Summary The Dollar And The Yield Curve The dollar has tended to decline 3-to-6 months after the Fed starts hiking interest rates. This has been true since the mid-1990s. Beyond that timeframe, the path of the dollar has depended on what other central banks are doing, and/or which stage of the business cycle we are in. The flattening yield curve in the US is coinciding with a strong dollar (Feature chart), but the historical evidence is that this relationship is very fickle. While the dollar tends to rise during recessions, the average business cycle over the last 40 years has also lasted 90 months, making a recession in the next year possible, but not probable. The dollar has usually followed a long boom/bust cycle of 10 years. If the Fed stays behind the inflation curve, we could be entering a period of weakness akin to the pre-Volcker years in the 70s. The greenback has also tended to be seasonally strong in H1 and weaker in H2. The yen has generally been the best-performing currency shortly after a Fed rate hike. Go short USD/JPY if it touches 124. RECOMMENDATION INCEPTION LEVEL inception date RETURN Short USD/JPY 124 2022-04-01 - Bottom Line: Our bias remains that the DXY index does not have much upside above 100. Our 12-month target remains 90. Feature Chart I-1Dollar Action Before Curve Inversions Is Mixed Rudi Dornbusch was one of the pioneers behind the theory that currency markets tend to overreact. His observation was as simple as it was brilliant. Currency markets are fluid, while prices tend to be sticky. Therefore, a monetary response to an inflation overshoot will initially cause a knee-jerk reaction in the currency before it settles back towards equilibrium. While we have oversimplified Dornbusch’s overshooting model, it is hard to ignore the fact that today’s currency and bond markets could potentially be overreacting. The 10-year/2-year US Treasury spread briefly turned negative this week, as the short end catapulted higher. Historically, that has been a precursor to an impending recession. This is important because the dollar has usually done well during recessions, even though its performance ahead of doomsday has been mixed over a 40-year period (Chart I-1). Given this backdrop, this report attempts to answer a few questions. How has the dollar performed over prior Federal Reserve tightening cycles? What drives the relationship between the dollar and the yield curve? Are the Fed rate hikes currently priced in the short end of the curve credible? Which currencies have historically excelled or suffered once the Fed begins to tighten policy? And finally, what is the roadmap investors should use to gauge the path of the dollar going forward? The Dollar And The Yield Curve Chart I-2A Rising Dollar Has Tracked A Flattening Curve The relationship between the dollar and the yield curve has been tight over the last three years. A flattening curve throughout most of 2018 signaled US policy was getting too restrictive relative to underlying economic conditions. The dollar was also rising (Chart I-2). The Federal Reserve eventually responded by cutting rates, which allowed the curve to steepen again, eventually putting a top in the greenback. Our Chief US Bond Strategist, Ryan Swift, has characterized this cycle as the dollar/bond feedback loop (Chart I-3).    Chart I-3The Dollar/Bond Feedback Loop In retrospect, this feedback loop works through two channels. First, almost 90% of global transactions are conducted in US dollars, which means the cost of doing business (paying for imports, reconciling accounts payables, servicing debt, and so on) rises for foreigners as the dollar appreciates. This puts a break on economic activity abroad. Second, as a counter-cyclical currency, the dollar tends to attract capital when growth in the rest of the world is slowing, reinforcing this loop. Eventually, a strong dollar and rising domestic bond yields put a break on US economic activity, which causes the Fed to back off. Investors with a high-conviction view that we are close to a recession should be buying the dollar on weakness. In our view, many central banks are becoming too hawkish at the exact moment global growth is set to slow. That said, not unlike the Dornbusch analogy at the start of this text, currency markets have overreacted. Specifically: Over the last 40 years, the average business cycle has lasted 90 months. An inverted yield curve does not corroborate this fact, considering the recession in 2020. It is well known that there are previous episodes of the yield curve inverting, without an impending recession. This time around, rate hike expectations have been heavily priced at the front end of the curve, while being underpriced at the long end. The inference is that the market thinks the Fed is about to make a policy mistake. With policy rates in the US still at 25-50 bps, those near-term rate expectations will turn out to be wrong if US economic growth does indeed slow, forcing the Fed to pivot. The term premium in the US (and globally) is very low, and could rise as quantitative easing is wound down, and yield-curve control is relaxed in bond markets such as Japan. That could help lift longer-term bond yields. Global yield curves have tended to move in unison, with the UK curve historically being the first to invert ahead of a recession. That has not yet happened. Elsewhere, Japanese, and German yield curves are steep (Chart I-4). Chart I-4Global Yield Curves Tend To Move In Unison Historically, the relationship between the yield curve and the dollar has not been consistent (Chart I-5). In the early 80s, the dollar initially rose with a steepening yield curve. In retrospect, rising real rates at the long end of the Treasury curve drove the initial dollar rally. The backdrop was Federal Reserve Chairman Paul Volcker’s resolve to crack down on inflation. Thereafter, rising trade imbalances on the back of a strong dollar eventually led to the Plaza Accord in 1985, which weakened the dollar despite a curve that remained steep. In the 1990s, the dollar rose along with a flattening curve and a productivity boom in the US. In both the latter half of the 2000s and 2010s, the curve flattened, but the performances of the dollar in each case were opposites - weakness in the 2000s, but strength over the last decade. Chart I-5No Consistent Relationship Between The Dollar And The Yield Curve The bottom line is that the dollar tends to do well during recessions, which historically has happened after the yield curve inverts. Prior to that, the performance of the dollar is mixed. Dollar Performance Over Prior Tightening Cycles Chart I-6The Dollar Falls After The First Fed Rate Hike The dollar has tended to decline 3-to-6 months after the Fed starts hiking interest rates. This has been true since the mid-1990s (Chart I-6). The average decline after six months has been 5.3%. This will pin the DXY at around 95 or so by late summer. As the Appendix  shows, while this relationship has been consistent for the dollar, it has been inconclusive for the hiking cycles of other central banks. The exceptions are the CAD, GBP, and SEK which tend to rally three months after their respective central banks raise rates. The AUD initially stalls but performs well one year after the Reserve Bank of Australia lifts interest rates. There is a rationale as to why the dollar performs well ahead of interest rate increases by the Fed, and falters shortly after. Historically, the Fed has usually been the first to start the process of hiking interest rates globally. It has also been the central bank that has lifted rates by the most (Chart I-7). This history of credibility has nudged forward markets to grow accustomed to anticipating the Federal Reserve to be ahead of the curve. As of now, US policy rates stand at 0.25% but the two-year yield is at 2.4%. This divergence could be viewed as vote of credibility akin to during the Volcker years (Chart I-8). Chart I-7The Fed Has Usually Led The Hiking Cycle Chart I-8The 2-Year/3-Month Treasury Spread Is Very Wide Beyond a 3-to-6-month timeframe, the path of the dollar has depended on what other central banks are doing (Table I-1). The BoE, BoC, Norges Bank, and RBNZ all raised rates before the Fed. The Riksbank and RBA ended QE ahead of the Fed. The BoJ’s balance sheet has been flat-to-shrinking since 2021. The US dollar has tended to do well when US interest rates are in the top decile amongst the G10 countries (Chart I-9).  While that was true before the Covid-19 crisis, it is no longer the case today. This suggests the onus is on the Fed to meet market expectations and keep the dollar strong. Table I-1The Performance Of Currencies Is Mixed When Their Resident Central Bank Hikes Rates Chart I-9The Fed Is Lagging Other G10 Central Banks Interestingly, the yen has generally done very well around Fed rate hikes (Chart I-10), followed by commodity currencies (Table I-2). It also happens to be incredibly cheap today (Chart I-11). Our bias is that should inflation pick up faster in Japan, the yen will rally ahead of any anticipated changes to monetary policy. Chart I-10G10 Currencies Around The First Fed ##br##Rate Hike Table 2Most Currencies Appreciate Shortly After The First Fed Rate Hike Chart I-11The Yen Is Very Cheap Are Fed Rate Hikes Sustainable? There is a case to be made that the Federal Reserve could indeed hike interest rates faster than other economies. The 3-month rate-of-change in the dollar has closely followed the mini-growth oscillations between the US and other G10 economies (Chart I-12). US growth is now relatively strong (as measured by relative PMIs or relative economic surprise indices). Barring a global recession, the Fed has more scope to raise interest rates. Related Report  Foreign Exchange StrategyThe Yen In 2022 On the flip side, financial conditions in the US are tightening quickly as mortgage rates rise, and the dollar soars. This is happening at a time when growth is weak in China and the PBoC is on an easing path. Chinese long bond yields (a proxy for Chinese growth) tend to rise when the PBoC stimulates growth. (Chart I-13). When the number of Covid-19 cases in China rolls over, there will be a case for growth to firmly bottom. Chart I-12Economic Growth Is Relatively Strong In The US Chart I-13The Chinese Economy Is Soft This is important since most Asian economies are very dependent on China to close their output gaps and reach escape velocity in economic growth. Take the example of Japan. Tourist arrivals (mainly from Asia) generally represent 25% of the overall Japanese population but today, that number remains near zero. As a result, consumption outlays in Japan are well below the pre-pandemic trend (Chart I-14). As growth recovers, the Japanese economy should be one of the best candidates for generating non-inflationary growth. This is a bullish backdrop for the currency. Chart I-14Japanese Consumption Is Well Below Trend Finally, real interest rates in the US remain very low. Empirically, currencies react more to the path of relative real rates (Chart I-15). Chart I-15US Real Rates Are Very Low Seasonality: Friend Or Foe? Coincidentally, the dollar also usually weakens in the second half of the year (Chart I-16). This dovetails with our bias that the dollar also underperforms after the first Fed interest rate hike. This has been especially true over the last decade (Chart I-17). Chart I-16The Dollar Is Seasonally Weak In H2 Chart I-17The Dollar Is Seasonally Weak In H2 The dollar has already priced in that the Fed will lead the interest rate hiking cycle. However, as we have been highlighting in recent reports, rising inflation is a global problem and not one that is exclusive to the US. The hawks in the ECB are very uncomfortable with this week’s HICP (harmonized index of consumer prices) release of 9.8% in Spain, 7.3% in Germany, and 7% in Italy. As a comparison, headline inflation in the US is 7.9%. A weak euro will only fan the inflationary flame in the eurozone.  The Japanese economy could be next in unleashing inflationary surprises, especially on the back of a very cheap yen (Chart I-11). This will raise the probability that the Bank of Japan eases yield curve control. In short, the potential for upside surprises in interest rates is highest outside the US. Concluding Thoughts The academic evidence suggests that short-term interest rates matter more for currencies, especially when policy is close to the zero bound. The BIS report on the topic concludes that short maturity bonds have had the strongest FX impact.1 Moreover, near the effective lower bound, the foreign-exchange impact is greater as the adjustment burden falls onto the exchange rate. As FX becomes the axle of adjustment at lower interest rates, a strong dollar and weaker euro and yen are likely to grease the wheels of an economic rebound in these latter economies. For now, economic momentum in the US is stronger, which indicates that the Fed will initially deliver the bulk of rate hikes priced in the OIS curve this year. Beyond then, if growth picks up faster outside the US, especially in the euro area and Japan, then the USD could enter a consolidation phase. Finally, the yen has tended to be the best-performing currency after a Fed rate hike. Go short USD/JPY if it touches 124. Appendix: Currency Performance Around Interest Rate Hikes United States United States Euro Area Japan United Kingdom Canada   Australia New Zealand Switzerland Norway Sweden Chester Ntonifor Foreign Exchange Strategist chestern@bcaresearch.com Footnotes 1 Ferrari, Massimo, Kearns, Jonathan and Schrimpf, Andreas, “Monetary policy’s rising FX impact in the era of ultra-low rates,” Bank of International Settlements, April 2017. Trades & Forecasts Strategic View Tactical Holdings (0-6 months) Limit Orders Forecast Summary

Special Report

Executive Summary Is Factor Investing Dead? After decades of outperformance, in the past few years equity factors have started to underperform the broad indexes. But this may just be because US-centric factor research and US-dominated global factor indexes have masked an underlying divergence in the behavior of factor premiums in major countries/regions. In this report, we identify differences in smart beta strategies in the US, euro area (EMU), UK, Japan, Canada, Australia, and emerging markets (EM). Quality and Minimum Volatility factors are the most consistent across all markets. However, the magnitude of the factor premiums varies significantly among certain countries/regions. These variations can be attributed to a factor’s differing exposure to the same sector in specific countries, as well as the diverse performance of the same sector in specific countries. Value/Growth is an inferior framework to sector positioning. Quality remains a better factor than Growth.   Bottom Line: Factor investing is still a viable investing approach, but investors should consider that factor premiums have diverged among major countries/regions. Factor strategies may be less profitable in the US, Japan, and Australia. We suggest that global investors implement smart beta strategies on an individual country basis to better capture the factor premium in each country/region. Feature Chart 1Diverging Factor Performance Late last year, quant hedge fund AQR announced it would cut back resources because poor performance had induced significant investor outflows.1 Based on MSCI’s diversified multi-factor (DMF) index, which is a bottom-up 4-factor-index (value, momentum, quality and size) optimized using Barra equity models,2 the global DMF index underperformed the MSCI ACWI by 21% between March 2018 (when the relative performance peaked) and the end of January 2022, even though it had outperformed by 373% over the previous 20 years (Chart 1, top panel). Many clients have asked: Is factor investing dead? As shown in Chart 1, however, MSCI Global DMF’s recent poor relative performance was driven largely by a 23.6% underperformance from the developed markets (DM), especially the US (33% underperformance) and Japan (23.6% underperformance), while the DMF index in the emerging markets (EM) lagged its benchmark by only about 1% in the same period. We have advocated a simple approach to factor allocation to smooth out the cyclicality of individual factors by equally weighting five time-tested factors: Quality, Momentum, Minimum Volatility (Min Vol), Value and Equal Weight. Our equally-weighted-5-factor aggregate (EW5) index is less volatile than the more sophisticatedly optimized DMF; it therefore suffered less underperformance in the same period. However, even with this approach, the regional divergence is still notable, with the EW5 factor index in the developing markets underperforming its benchmark by 9%, while the EM EW5 factor index outperformed its benchmark by about 5.5% (Chart 1, panels 2 and 3). Interestingly, the EW5 index for Japan looks more like that for the US than it looks like the Japanese DMF (Chart 1, panels 4 and 5). This highlights the importance of factor allocation methodology. Table 1US Dominance In Global Markets US equities dominate the global equity index by market capitalization. Momentum and Quality, the two best performing factors globally, have even higher weightings in US companies than the broad benchmark, as shown in Table 1. An academic paper published in 2019 based on studies of the US and 38 international stock markets indicates that the US is the only country with a statistically significant, economically meaningful and robust post-publication decline of long-short equity factor returns.3 This is because the US is the most researched market and large mispriced anomalies are arbitraged away quickly after they are identified in academic publications, which results in lower strategy returns. Most quant funds are US-focused, which may explain the ill fortunes of some quant funds. Smart beta strategies are long-only factor strategies, instead of long-short strategies. At the aggregate level, the MSCI factor indexes in developed markets and emerging markets performed much better than in the US, in line with the academic findings (Chart 1, panels 2, 3, and 4). Yet, the Japanese DMF index’s relative performance peaked in October 2012 and has been in a consistent down trend since that time (Chart 1, panel 5). Our research shows that Japan is not an anomaly. Factor divergence among countries exists not only at the aggregate level, but also at the individual factor level. Factor Performances Diverge Among Countries/Regions Factor returns in the US, UK, EMU, Japan, Canada, Australia, and EM, both in absolute and relative terms, have had notable divergences in the past 20 years, as shown in Table 2.4 Several observations from Table 2: Quality and Min Vol are two factors with positive premiums in all countries. In terms of magnitude, however, Min Vol premiums in the US, Japan and Australia are the closest to zero, while the EM scores the highest. Quality premium in Australia is also close to zero while the UK stands out. Momentum is the best performing factor in all countries/regions except in Japan where it has a slightly negative premium. The ineffectiveness of Momentum in Japan may be due to its cultural biases. Momentum tends to fare better in countries that promote individuality (unlike Japan) and where self-attribution and overconfidence are more pervasive. EM is the only market where our five preferred factors (Momentum, Quality, Min Vol, Value and Equal Weight) have had positive premiums, even though the Value premium is not statistically different from zero, while the Growth premium is negative. Despite the well-telegraphed underperformance of Value versus Growth in the US and global markets, this has not been the case in Japan, Canada, and the EM. Momentum, Quality, Min Vol and Value in the EM and Canada have much higher absolute returns than in the US. This aspect cannot be fully explained by the overall index performance difference between these countries and the US. Even though Momentum, Quality, Min Vol and Value in the UK and euro area have returned much less than their US counterparts, the magnitude of the underperformance of each factor is much smaller than what the overall index performance divergence would imply. Table 2Factor Performance Divergence* The widely quoted explanation for the impressive factor performance in the EM, especially in the Chinese A-share market, is that emerging markets have higher trading costs such that it’s harder to arbitrage away the mispriced anomalies. It’s true that trading cost is higher in the EM than in the US, which explains why there are fewer EM-dedicated quant funds than US-focused quant funds. Trading cost alone, however, cannot fully explain the exceptionally large premiums in EM Momentum, Quality and Min Vol compared with the US. In fact, the market with the best factor relative performance since the end of 2001 has been the UK (Chart 2) where trading costs are comparable to the US. The EM is the second in terms of relative returns even though it is more volatile than the euro area. Canada has also performed better than the US, while Australia has been the least favorable market to harvest any factor premium. Japan behaves more like the US, yet with higher volatility. The risk-adjusted active return, defined as the average of the return difference (between EW5 and benchmark) divided by the volatility of the return difference, on an annualized basis using monthly returns, is illustrated in Chart 3. The chart shows both the full-period (from December 2001 to January 2022) risk-adjusted active return (RAAR) and four-year moving RAAR to demonstrate how factors have evolved in each market. Several observations can be made from Chart 3: In the past 20 years, factor premiums (aka active factor returns) in the US have gone through three stages: High premium, low positive premium and then sharply declining premium to negative territory. The last stage started about four years ago. The US factor premium is at its lowest level in the past 20 years and is also the lowest among the seven countries/regions (Chart 3, panel 5). This supports the argument that too many quant funds trade with each other in the US equity market, resulting in lower and lower factor returns. Japan shares a similar pattern with the US, but on a much smaller scale (Chart 3, panel 4). Canada and Australia are similar because their indexes are dominated by financials and commodities. The four-year RAAR trends oscillate in a similar fashion in both countries, but the Canadian cycle seems to lead the Australian cycle by about 2-1/2 years. Canada has a meaningfully positive average factor premium and its four-year RAAR is near a historical low. In contrast, Australia’s average premium is close to zero and its four-year RAAR is still above previous lows (Chart 3, panels 6 and 7). The EMU is the only market with a positive four-year moving RAAR, currently at the well-established lower bound (Chart 3, panel 2). The UK has the highest average premium. It is the only market in which the four-year RAAR has had large cyclical swings and only two brief periods in negative territory (Chart 3, panel 1). EM is the only market where the four-year RAAR has improved since the Covid-19 pandemic started in March 2020 (Chart 3, panel 3). Chart 2Factor Relative Return Performance* Chart 3Risk-Adjusted Active Performance Bottom Line: US-centric factor research and the US-dominated global factor indexes have masked different behaviors of factors in various countries/regions. Thus, it is important to analyze each market instead of drawing investment conclusions from US-based research. What Drives The Divergence In Quality Premium? The Quality factor has been consistently rewarded, but the magnitude of the Quality premium varies significantly among countries/regions, and non-US countries have low correlations with the US, as shown in Table 2 (on page 4) and Charts 4 and 5. Chart 4Quality Performance Divergence* Chart 5Quality Premium* Country Correlation MSCI Quality is defined by three accounting measures: Return on equity (ROE), debt-to-equity and five-year volatility of EPS YoY growth. Earnings may be affected by accounting standards. Countries have different accounting standards, which may explain part of the country divergence in Quality. Our research focuses on an important aspect of Quality, which is persistence, i.e., a Quality stock today will be a Quality stock in the future. The implication is that the Quality factor index has a low turnover and its sector composition does not change much over time. As such, we can take a snapshot and see the relationship between Quality and sector exposure. The sector weights of the broad benchmark in each market are shown in Table 3. Notably, the US and EM have the highest exposure to the Tech sector while both the UK and Australia have little. Although Australia and Canada are both regarded as commodity-driven markets, they have dissimilar exposures to non-Financials: Australia is concentrated in Materials and Healthcare, while Canada has a more even exposure in Energy, Industrial, Materials and Tech. Table 3Broad Market Sector Compositions Given that Quality is measured on profitability, capital structure and earnings stability, does Quality show universal sector preference? The answer is both Yes and No. Yes, because Quality is universally underweight Financials, Energy and Utilities (Table 4). It is also overweight Tech and underweight Real Estate in all markets, except Australia. Tech has outperformed Financials, Utilities and Energy in general (except for Canada), therefore, these three sector tilts may explain the universal existence of Quality premium (Chart 6). Table 4Quality Index Sector Deviations Chart 6What Drives Quality Premium? However, the commonality ends here. Canadian Tech has underperformed Financials by a very large margin (Chart 6, panel 3), which would have caused a huge underperformance in Quality; Quality indexes in the UK and EMU have benchmark exposures to Tech. So what else have contributed to Quality’s outperformance in these three countries/regions? A look at their exposures to other sectors reveals the answers. In the UK, EMU and Canada, Quality indexes have also overweight tilts in Industrials, Consumer Discretionary and Consumer Staples (Table 4). These three sectors have all outperformed their respective benchmarks in the past 20 years, as shown in Table 5. The table also shows that Consumer Staples is the only sector that has outperformed in all markets, yet both US and Australian Quality indexes underweight this sector. Table 5Sector Performance* In addition, in both the UK and Canada, Quality overweights Materials, which is a top outperforming sector in the UK, but an underperforming sector in Canada. Materials also outperforms in the EMU, yet EMU Quality underweights it. Despite the impressive overall outperformance since 2001, the Quality factor in DM has suffered in the past few years, especially since the Covid 19-induced selloff in March 2020. Quality relative performance in EM peaked long before DM but has stood out as the only significant outperformer since March 2020. This is because profitability in Quality has improved in EM but deteriorated in the US and other DM countries as shown in Charts 7 and 8. Chart 7Quality Premium Driver: ROE* Chart 8Quality Premium Driver: EPS* Chart 9Quality Premium Driver: Valuation* Valuation-wise, Quality indexes in the UK and Canada are at their cheapest levels since 2013, while Japan has become more expensive. Meanwhile, Quality valuation in the US, EMU and Australia is in line with their respective historical average5 (Chart 9). Bottom Line: Quality premium is driven by profitability and has strong sector preferences. The divergence of Quality premium among countries indicates that the same sector in different countries does not necessarily share the same behavior relative to its own benchmark. Sector behaviors in each market have not been as consistent as globalization would have implied, even though “global sectors” have become a well-accepted concept. What Drives The Min Vol Premium Divergence? Beside Quality, Min Vol has consistently outperformed in all the countries/regions in the past 20 years, even though the premiums in the US and Japan are close to zero, as shown in Table 2 on page 4. Over time, however, Min Vol’s relative performance is very cyclical. At the global aggregate level, this cyclicality is determined by its defensive nature given its positive correlation with the relative equity return ratio of Defensives/Cyclicals and negative correlation with bond yields. It is no surprise that the strong recovery in global equities and the rise in bond yields have caused Min Vol to underperform the broad market since March 2020. What is surprising, however, is the magnitude of the underperformance, which cannot be explained by historical relationships (Chart 10). Chart 10What Drives Global Min Vol Premium? Looking at the global aggregate only, however, can provide misguided information, because Global Min Vol is dominated by the US (56.81%) and Japan (9.88%), where Min Vol has performed the worst. In the most recent cycle since March 2020, the US is the only country where Min Vol has deviated sharply from the historical relationship with the relative performance of defensives/cyclicals and with bond yields, incurring the largest relative performance drawdown ever, erasing all the relative gains achieved in the previous two decades (Chart 11A). Japanese Min Vol also suffered large drawdown, but was in line with the defensives/cyclicals, albeit undershooting what implied by the bond yield (Chart 11B). The relative performance of Min Vol in the UK, Canada, EM, and Australia all behaved in line with what is implied by the historical relationships with bond yields and defensives/cyclicals, while Min Vol in EMU does not have a close correlation with defensives/cyclicals (Charts 11 C-G). Chart 11AUS Min Vol Premium Chart 11BJapan Min Vol Premium Chart 11CUK Min Vol Premium Chart 11DEMU Min Vol Premium Chart 11ECanada Min Vol Premium Chart 11FAustralia Min Vol Premium   Chart 11GEM Min Vol Premium Min Vol has become the worst performing factor since March 2020, led by the US, Japan, and EMU, while the UK has been almost flat, as shown in Table 6. This is in stark contrast to its historical track record (Table 2 on page 4) but can be explained by its defensive tilt in a strong equity market. Currently, Min Vol’s general defensive nature is reflected by its overweight in Consumer Staples and underweight in Consumer Discretionary, overweight in Communication Services and underweight in Energy in all markets. In interest-rate-sensitive sectors, Min Vol overweighs Utilities in all markets except Japan and underweights Financials in all markets, except EM (Table 7). Table 6Min Vol Was The Worst Performer Since The Covid-Induced Recovery* Table 7Min Vol Index Sector Deviations Communication Services in the UK and Australia bucked the trend, outperforming the broad market. UK Financial also opposed the trend but did not outperform. In addition, the UK is overweight in Real Estate, which did much better than the broad market (Table 8). Table 8Sector Performance Since March 2020 Chart 12Min Vol Premium Divergence: Valuation* Min Vol in EM has an overweight in Financials, which also outperformed. In addition, EM Consumer Discretionary resisted the general trend, coming in under its benchmark by 17% annualized; an underweight in this sector contributed to EM’s Min Vol’s performance. Why has US Min Vol performed so badly? According to a GAA Special Report published in January 2020, extreme overvaluation of Min Vol relative to the broad market could induce poor subsequent performance in near future. US Min Vol reached peak valuation relative to the market in 2019, and the subsequent underperformance was accompanied by sharp multiple contraction. Currently, Min Vol’s relative valuation is in line with historical average in the US, implying the turnaround since November 2021 may have further staying power (Chart 12). Bottom Line: Global Min Vol’s defensive tilts explain its underperformance since March 2020. However, divergences in the magnitude of underperformance among countries is explained by different sector exposures and the varying performance of some sectors in different countries, in addition to relative valuation. Chart 13Value Vs. Growth: Is This Time Different? Is It Time To Overweight Value Versus Growth? This is one of the most frequently asked questions over the past few years, especially after the turnaround in AQR last year hit the newswire. The impressive performance of AQR so far this year has prompted more heated debate on the sustainability of the “Revenge of Value” after Value's longest streak of underperformance).6 The recent rebound in the relative performance of Value versus Growth has been driven by extremely oversold conditions, very cheap valuation and faster EPS growth led by the rise in global bond yields. Even though sector exposures change over time for Value and Growth, sector exposures to Financials and Tech have been stable since 2010 at the global aggregate level (Chart 13). The large bets in Financial, Utilities and Tech are universal, as shown in Table 9. Other sector exposures in specific countries vary significantly. For example, the US Value/Growth split is basically between Tech, Communication Services and Consumer Discretionary versus the other eight sectors. These three sectors are dominated by a few mega-cap stocks. The other eight sectors are a mixed bag of cyclicals, defensives, and interest rate sensitives, which have different macro drivers. It does not make sense to overweight them together. It is important to note that Consumer Staples and Healthcare are overweight in Growth outside the US and EMU. Table 9Sector Tilts In Value And Growth In addition, Growth has similar sector preferences as Quality (Table 4 and Table 9), which explains the high correlation between the two factor premiums (Chart 14A), However, Quality has been a much better factor than Growth outside the US and Australia. In the US, Quality and Growth are almost the same with a stable correlation, but Quality has been inferior to Growth in Australia (Chart 14B). Chart 14AClose Correlation* Between Quality And Growth Chart 14BQuality Is Superior To Growth Outside US And Australia Finally, Value and Growth behave very differently in various market-cap segments, as shown in Table 10. Despite the well-telegraphed underperformance of Value versus Growth by the media, Value has consistently outperformed Growth in Canada, EM and Japan. Furthermore, mid-cap Value has also outperformed mid-cap Growth universally. Bottom Line: Value is extremely cheap and the rebound from an extremely oversold condition has been supported by the relative earnings trend and a rise in interest rates. Yet the mixed bag of sector exposure makes the Value/Growth allocation inferior to sector allocation. Investors who want to focus on Growth are advised to look for Quality outside of the US and Australia. Conclusions Related Report  Global Asset AllocationValue? Growth? It Really Depends! The US-centric factor research and media coverage have masked an underlying divergence of factor premiums in specific countries/regions. Factor premiums in the UK, EMU, Canada, and EM have been stronger than in the US, while Japan and Australia have been weaker. This divergence can be explained by different sector exposures of the same factor, along with varying behaviors of the same sector in specific countries/regions. While factor investing is not dead, it may be less profitable to utilize in the US, Japan, and Australia. We suggest that global investors implement smart beta strategies on an individual country basis to better capture the factor premium in each country. Even though Quality, Min Vol and Momentum have been outperformers in the past 20 years, all factors have embedded cyclicality. We do not advocate factor timing and reiterate our long-standing approach of equally weighting the five factors to smooth out the cyclicality of individual factors. Value/Growth is a popular style split; however, it is an inferior framework to sector positioning. In addition, Quality is a better factor than Growth, which is already included in our five-factor approach.   Xiaoli Tang Associate Vice President xiaolit@bcaresearch.com   Footnotes 1      Please see "Quant Hedge Fund Icon AQR Cuts Back as Investors Exit," Chief Investment Officer, dated November 15, 2021. 2     Please see "MSCI Diversified Multiple-Factorindexes Methodology," MSCI.com, dated May 2018. 3     Please see "Anomalies across the globe: Once public, no longer existent?" Journal of Financial Economics, Volume 135, Issue 1, January 2020, Pages 213-230. 4    Historical data for all MSCI factor indexes in major markets is available for this period 5    Since Jan 2013 based on MSCI data availability. 6     Jessica Hamlin, "AQR Posts Record Performance in January," Institutional Investor, dated February 9, 2022.

Executive Summary Will The War Stall The Expected Downturn In Inflation This Year? The Russia/Ukraine conflict is impacting financial markets across numerous channels – uncertainty, risk aversion, growth expectations & inflation expectations – but all have a common link through soaring commodity prices, most notably for oil. For global bond investors, allocations to inflation-linked bonds are a necessary hedge to the war and the associated commodity shock, particularly with breakevens in most countries re-establishing the link to oil prices. We recommend investors maintain neutral allocations to inflation-linked bonds versus nominal government bonds across the developed world until there is greater clarity on future global oil production. Markets are discounting a peak in interest rates at the low end of the Bank of Canada’s neutral range, which is reasonable given high household debt levels in Canada. This creates an opportunity for bond investors to go long Canadian government bonds versus US Treasuries. Bottom Line: The supply premium on global oil prices will persist until there are signs of more global oil production or less chaos in the Ukraine – neither of which is imminent. Maintain neutral allocations to inflation-linked bonds versus nominal government debt across the developed markets. Feature Chart 1A Broad-Based Surge In Commodity Prices The Russia/Ukraine war has sent an inflationary shock though the world through a very traditional source – rising commodity prices. Energy prices are getting most of the attention, with oil prices back to levels last seen in 2008 and US gasoline prices now above $4 per gallon. The commodity rally is not just in energy, though. Industrial metals prices have also gone up substantially, with the spot prices for copper and aluminum hitting an all-time-high and 16-year-high, respectively (Chart 1). Agricultural commodities have seen even larger increases, with the price of wheat up 22% and the price of corn up 11% since the Russian invasion began on February 24th. Europe is acutely exposed to the war-driven spike in energy prices given its reliance on Russia for natural gas supplies. Natural gas prices in Europe have spiked a staggering 117% since the invasion started, exacerbating a sharp demand/supply imbalance dating back to the reopening of Europe’s economy from COVID lockdowns one year ago (Chart 2). To date, booming energy prices have fueled a huge rise in headline inflation rates in the euro area – producer prices were up 31% on a year-over-year basis in January – but with little trickle down to core inflation which was only up 2.3% in January. High energy prices are not only a problem for global growth and inflation, but also for the future policy moves by central banks. Inflation rates boosted over the past year by commodity supply squeezes and supply chain disruptions were set to decline this year, but the Ukraine shock has thrown that into question. If the benchmark Brent oil price were to hit $150/bbl, this would end the decelerating trend for energy price inflation momentum, on a year-over-year basis, that has been in place since mid-2021 (Chart 3). That means a higher floor for the energy component of inflation indices, and thus overall headline inflation rates, throughout the major economies in the coming months. Chart 2Europe's Reliance On Russian Natural Gas Is A Big Problem​​​​​ Chart 3Will The War Stall The Expected Downturn In Inflation This Year?​​​​​ Chart 4The Oil Price Spike Makes Life More Difficult for CBs How will bond markets respond to higher-than-expected inflation? Rate hike expectations have been highly correlated to the trend of headline inflation in the US, Europe, UK, Canada and Australia over the past year (Chart 4). Currently, overnight index swap (OIS) curves are still discounting between 5-6 rate hikes from the Fed, the Bank of England, the Bank of Canada and the Reserve Bank of Australia before the end of 2022. A single rate hike is still priced into the European OIS curve, even with the Ukraine shock. Global bond yields have been volatile, but surprisingly resilient despite the worries about war and commodity inflation. The 10-year Treasury yield has been trading in a range between 1.7% and 2% since the Russian offensive began, while the 10-year German Bund yield has hovered around 0%. Bond markets are pricing in a stagflation-type outcome of slowing growth and rising inflation, as multiple rate hikes are still discounted despite the geopolitical risks from the war. That reduces the value of using increased duration exposure to position for risk-off moves in a bond portfolio. At the same time, real bond yields are falling and breakeven rates are rising for global inflation-linked bonds – a part of the fixed income universe that looks to offer good protection against the uncertainties of war. Inflation-Linked Bonds – A Good Hedge Against War Risks Since the Russian invasion began, breakeven inflation rates on 10-year inflation-linked bonds have moved higher in the US (+13bps), Canada (+19bps), Australia (+15bps) and even Japan (+15bps). The moves have been even more significant on the European continent – 10-year breakevens have shot up in the UK (+23bps), Germany (+45bps), France (+31bps) and Italy (+36bps). Chart 5Inflation Breakevens Are Rising, Especially In Europe The absolute levels of breakevens in Europe are high in the context of recent history (Chart 5). However, breakevens also look a bit stretched in other countries like the US. Our preferred metric to evaluate the upside potential for inflation-linked bonds is our Comprehensive Breakeven Indicators (CBI). The CBI for each country is comprised of three components: the deviation of 10-year breakevens from our model-implied fair value, the spread between 10-year breakevens and longer-term survey-based inflation expectations (the “inflation risk premium”) and the gap between actual inflation and the central bank inflation target. Those three components are all standardized and added together with equal weights to come up with the CBI. A higher CBI reading suggests less potential for inflation breakevens to widen, and vice versa. Currently, the CBIs for the eight countries in our Model Bond Portfolio universe are close to or above zero, suggesting more limited scope for breakevens to widen further (Chart 6). Only in Canada is the CBI below zero, and only slightly so as high realized Canadian inflation is offset by breakevens trading below both fair value and survey-based measures of inflation (Chart 7). Chart 6Global Inflation Breakeven Valuations Are Not That Cheap In the US, the CBI is above zero mostly because of high realized US inflation. In Europe, the CBIs of the UK, Germany and Italy all are well above zero, while in France the CBI is close to zero. The UK has the highest CBI in our eight-country universe, with all three components contributing roughly equally (Chart 8). The Japanese CBI is also just above the zero line. Chart 7Some Mixed Signals On Inflation Breakeven Valuations​​​​​​ Chart 8European Breakevens Have Adjusted Sharply To The Energy Shock​​​​​​ We have been recommending a relative cautious allocation to global breakeven bonds in recent months. We saw the upside potential on breakevens as capped given the dearth of “cheap” signals on breakevens from our CBIs, especially with central banks moving towards monetary tightening in response to elevated inflation – moves intended to restore inflation-fighting credibility with bond markets. Yet the Ukraine commodity shock has boosted inflation breakevens even in countries with modest underlying (non-commodity) inflation like Japan and the euro area. We now see greater value in owning inflation-linked bonds in global bond portfolios as a hedge against the inflation risks stemming from the Ukraine and the worsening geopolitical tensions between the West and Russia. This is true even without the typical positive signal for breakevens from having CBIs below zero. We recommend that fixed income investors maintain a neutral allocation to inflation-linked bonds in dedicated government bond portfolios across the entire developed market “linker” universe. In our model bond portfolio, we had been allocating to linkers based off the signal from the CBIs, but in the current stagflationary war environment, we see country allocations as secondary to having neutral exposure to linkers in all countries. The new weightings to inflation-linked bonds are shown in the model bond portfolio tables on pages 12-14.1 Bottom Line: For global fixed income investors, allocations to inflation-linked bonds are a necessary hedge to the war and the associated commodity shock, particularly with breakevens in most countries re-establishing the link to oil prices. Canada Update: BoC Liftoff At Last The Bank of Canada (BoC) raised its policy interest rate by 25bps to 0.5% last week, commencing the start of the first rate hike cycle since 2018. The move was no surprise after BoC Governor Tiff Macklem signaled at the January monetary policy meeting that the start of a rate hiking cycle was imminent. The Canadian Overnight Index Swap (OIS) curve is discounting another 171bps of hikes in 2022, with a peak rate of 1.98% reached by March 2023 - near the low-end of the BoC’s range of neutral rate estimates between 1.75% and 2.75% (Chart 9). Chart 9Markets Discounting A Shallow BoC Rate Hiking Cycle, Even With High Inflation The BoC noted that the Canadian economy was recovering faster than expected from the effects of the Omicron variant and the associated restrictions on activity, coming off a robust 6.7% annualized real GDP growth rate in Q4/2021. The BoC now estimates that economic slack created by the pandemic shock has been fully absorbed, with the unemployment rate at 6.5%. Canadian headline inflation reached a 32-year high of 5.1% in January (Chart 10) – a level that Governor Macklem bluntly called “too high” in a speech the day following the rate hike. The BoC’s CPI-trim measure that excludes the most volatile components is also at an elevated reading of 4%, suggesting that the higher inflation is broad based. The BoC sees persistent high inflation as a risk to the stability of medium-term inflation expectations, thus justifying tighter monetary policy. According the latest BoC Survey of Consumer Expectations, Canadians expect inflation to be 4.1% over the next two years and 3.5% over the next five years, both of which are above the BoC’s 1-3% inflation target band. So with a robust economy, tight labor market, inflation well above the BoC target and elevated consumer inflation expectations showing no signs of settling, why is the OIS curve discounting such a relatively low peak in the BoC policy rate? The answer lies with Canada’s housing bubble and the associated high household debt levels. In a recent Special Report, our colleagues at The Bank Credit Analyst estimated that the neutral rate in Canada was no higher than 1.75%- the previous peak in rates during the 2017-2018 tightening cycle. A big reason for that was the high level of Canadian household debt, which now sits at 180% of disposable income. This compares to the equivalent measure in the US of 124%, showing that unlike their southern neighbors, Canadian households had little appetite for deleveraging after the 2008 financial crisis (Chart 11). Chart 10Good Reasons For A More Aggressive BoC​​​​​​ Chart 11A Big Reason For A Less Aggressive BoC​​​​​​ Chart 12Position For Narrower Canada-US Bond Spreads The Bank Credit Analyst report estimated that if the BoC hiked rates to 2.5% over the next two years – just below the high end of the BoC neutral range – the Canadian household debt service ratio would climb to a new high of 15.5% (bottom panel). This would greatly restrict Canadian consumer spending and likely trigger a sharp pullback in both housing demand and real estate prices. The conclusion: the neutral interest rate in Canada is likely closer to the peak seen during the previous 2018/19 hiking cycle around 1.75%. We have been recommending an underweight stance on Canadian government bonds in global fixed income portfolios dating back to the spring of 2021. However, with markets now discounting a peak in rates within plausible estimates of neutral, the window for additional underperformance of Canadian government bonds may be closing - but not equally versus all developed economies. We have found that a useful leading indicator of 10-year cross-country government bond yield spreads is the differential between our 24-month discounters. The discounters measure the cumulative amount of short-term interest rate increases over the next two years priced into OIS curves. Currently the “discounter gaps” are signaling room for Canadian spread widening versus the UK and Japan and, to a lesser extent, core Europe (Chart 12). However, the discounter gap is pointing to significant potential for narrowing of the Canada-US 10-year spread over the next year (top panel). This would occur even if the BoC follows the Fed with rate hikes in 2022, as the Fed is likely to deliver more increases in 2023/24 than the BoC. This week, we are introducing two new recommended positions to benefit from narrower Canada-US government bond spreads: We are reducing the size of our underweight position in our model bond portfolio in half, offset by a reduction in the allocation to US Treasuries (see the table on page 13). We are introducing a new trade in our Tactical Overlay, going long Canadian 10-year government bond futures versus selling 10-year US Treasury futures on a duration-matched basis (the specific details of the trade can be found in the table on page 15) We are maintaining our cyclical underweight recommendation on Canada, in a global bond portfolio context, given the potential for Canadian yield spreads to widen versus core Europe, Japan and the UK. That underweight recommendation will be more concentrated versus countries relative to the US. Bottom Line: Markets are discounting a peak in interest rates at the low end of the Bank of Canada’s neutral range, which is reasonable given high household debt levels in Canada. This creates an opportunity for bond investors to go long Canadian government bonds versus US Treasuries.   Robert Robis, CFA Chief Fixed Income Strategist rrobis@bcaresearch.com Footnotes 1      The allocations to inflation-linked bonds shown in the model bond portfolio reflect both the recommended country weights and the recommended weighting of linkers versus nominal bonds within each country.  For example, we are neutral US TIPS versus nominal bonds within the US Treasury component of the portfolio, but since we are also underweight the US as a country allocation, the TIPS allocation is below the custom benchmark index weight. GFIS Model Bond Portfolio Recommended Positioning     Active Duration Contribution: GFIS Recommended Portfolio Vs. Custom Performance Benchmark The GFIS Recommended Portfolio Vs. The Custom Benchmark Index Global Fixed Income - Strategic Recommendations* Cyclical Recommendations (6-18 Months) Tactical Overlay Trades

Executive Summary Upgrade Global Duration Exposure To Neutral The Russian invasion of Ukraine is a stagflationary shock that comes at a difficult time for developed market central banks that have been laying the groundwork for a tightening cycle. We tactically upgraded our recommended duration exposure in the US to neutral last week, as the market was pricing in too much Fed tightening in 2022. We are doing similar upgrades in non-US government bonds this week for the same reason. We are maintaining our cyclical country allocations, however, as those remain in line with interest rate pricing beyond 2022. We are underweight markets where terminal rate expectations remain too low (the US, UK & Canada) and overweight countries where markets are discounting too many rate hikes in 2023/24 (Germany, Japan, Australia). In light of the instability caused by the Russian invasion of Ukraine, we are reducing weightings in our model bond portfolio to credit sectors highly exposed to the war - European high-yield and emerging market hard currency debt. Bottom Line: The Ukraine war comes at a time when global growth momentum was already starting to roll over and with global inflation momentum set to peak soon. Upgrade duration exposure to neutral from underweight in global bond portfolios. Feature Among the tail risks that investors contemplated in their planning for 2022, World War III was likely not ranked too highly on the list. The horrific images of the Russian invasion of Ukraine – and the sharp response of the West to isolate Russia through unprecedented economic and financial sanctions - have shocked global financial markets that had been focused on relatively mundane concerns like the timing of interest rate hikes. BCA sent a short note to all clients late last week that discussed the investment implications of the invasion for several asset classes. In this report, we consider the bond market ramifications of war in Eastern Europe. Our main conclusion is that the Ukraine situation will produce a brief “stagflationary” shock that will boost global inflation and slow global growth, on the margin. High energy prices will be the main driver of that stagflation, given the uncertainties over the availability of Russian oil and natural gas supplies (Chart 1). Tighter financial conditions - beyond what has already occurred so far this year as global equity and credit markets have sold off (Chart 2) – will also contribute to the moderation of the pace of global growth. Chart 1A Mild Inflationary Shock From The Russian Invasion​​​​​​ Chart 2The Ukraine War Is Adding To 2022 Risk-Off Trends​​​​​​ The stagflation shock should be relatively short, perhaps 3-6 months. BCA’s Commodity & Energy Strategy service expects OPEC to eventually supply more oil to the global market – a move that was already likely before the Russian invasion – helping to reduce the Russian supply premium in oil prices. Putin will likely have to be satisfied with claiming eastern Ukraine rather than being stuck in a protracted battle with fierce Ukrainian resistance while Russia suffers under crippling sanctions. BCA’s Geopolitical Strategy service does not expect the conflict to spread beyond Ukraine’s borders, as neither Russia nor NATO have an interest in war with each other (despite the nuclear saber-rattling by Russian President Putin in response to Western sanctions). A mild bout of stagflation will only delay, and not derail, the cyclical move towards tighter global monetary policies in response to elevated inflation and tightening labor markets, particularly in the US. This will take some of the upward pressure off global bond yields as central banks will be less hawkish than expected in 2022, but does not change the outlook for higher bond yields in 2023 and 2024. In terms of changes to our fixed income investment recommendations, and the allocations to our Model Bond Portfolio, we come to the following three conclusions. Upgrade Tactical Non-US Duration Exposure To Neutral We recently upgraded our recommended tactical duration exposure in the US to neutral, with the Fed likely to deliver fewer rate hikes this year than what is discounted by markets. The Ukraine situation makes it even more likely that the Fed will underwhelm expectations. A 50bp rate hike at the March FOMC meeting is now off the table, as the equity and credit market selloffs in response to the conflict have tightened US (and global) financial conditions on the margin. However, the war is not enough of a negative shock to US growth to derail the Fed from starting a gradual tightening process this month with a 25bp hike. Our decision to change our US duration stance was largely predicated on a view that US inflation will soon peak and slow significantly over the rest of 2022. However, there is a strong case to increase non-US duration exposure, as well. Our Global Duration Indicator - comprised of leading cyclical growth indicators and which itself leads the year-over-year change in our “Major Countries” GDP-weighted aggregate of 10-year government bond yields by around six months - peaked back in February 2021 (Chart 3). The Global Duration Indicator is now at a “neutral” level consistent with more stable bond yield momentum. Declines in the ZEW economic expectations survey in the US and Europe, and in our global leading economic indicator, are the main culprits behind the fall in the Global Duration Indicator (Chart 4). Chart 3Upgrade Global Duration Exposure To Neutral​​​​​​ Chart 4Growth Expectations Have Turned Less Bond Bearish ... For Now​​​​​ While the ZEW series have rebounded in the first two months of 2022, which could set the stage for a move back to higher yields later this year, the Ukraine situation will likely hurt economic expectations (particularly in Europe) in the near-term. We expect our Global Duration Indicator to continue signaling a more neutral backdrop for global bond yields over the next few months. In our Model Bond Portfolio on pages 13-14, we are expressing our view change by increasing the duration for all countries such that the overall duration of the portfolio is in line with the custom benchmark index (7.5 years). Importantly, we view this as only a tactical view change for the next few months, as developed economy interest rate markets are still discounting too few rate hikes – and in some countries like the UK and US, actual rate cuts – in 2023/24 (Chart 5). Chart 5Priced For Short, Shallow Hiking Cycles Maintain Cyclical Government Bond Country Allocations That Favor Lower Inflation Regions Chart 6Oil Is Inflationary Now, Will Be Disinflationary Later While we are neutralizing our global duration stance over a tactical time horizon (0-6 months), we are sticking with our current recommended cyclical (6-18 months) government bond country allocations. These are based on underlying inflation trends and the expected monetary policy response over the next couple of years. As noted earlier, BCA’s commodity strategists expect oil prices to fall from current war-elevated levels in response to increased supply from OPEC. The benchmark Brent oil price is forecasted to reach $88/bbl at the end of this year and $87/bbl and the end of 2023. The result will be a sharp decline in the year-over-year growth rate of oil prices that will help bring down headline inflation in all countries (Chart 6). Lower energy inflation, however, will not be the only factor reducing overall inflation across the developed world. Goods price inflation should also slow from current elevated levels over the next 6-12 months, as consumer spending patterns shift away from goods towards services with fewer pandemic-related restrictions on activity. Less goods spending will help ease some of the severe supply chain disruptions that have fueled the surge in global goods price inflation over the past year. That process has likely already begun – indices of global shipping costs have peaked and supplier delivery times have been shortening according to global manufacturing PMI surveys. The shift from less goods spending towards more services spending will lead to trends in overall inflation being determined more by services prices than goods prices. The central banks in countries that have higher underlying inflation, as evidenced by faster services inflation, will be under more pressure to tighten policy over the next couple of years. Therefore, our current cyclical recommended country allocations (and our Model Bond Portfolio weightings) within developed market government bonds reflect the relative trends in services inflation. We are currently recommending underweights in the US, UK and Canada where services inflation is currently close to 4%, well above the central bank 2% inflation targets (Chart 7). At the same time, we are recommending overweights in core Europe (Germany and France) and Australia, where services inflation is around 2.5%, and Japan where services prices are deflating (Chart 8). Chart 7Higher Underlying Inflation In Our Recommended Underweights​​​​​​ Chart 8Lower Underlying Inflation In Our Recommended Overweights​​​​​​ Chart 9Faster Wage Growth In Our Recommended Underweights The trends in services inflation are also reflected in wage growth in those same groups of countries – much higher in the US, UK and Canada compared to Australia, the euro area and Japan (Chart 9). We expect these relative trends to continue over the next 12-24 months, with higher underlying inflation pressures forcing the Fed, the Bank of England (BoE) and the Bank of Canada (BoC) to be much more hawkish, on a relative basis, than the European Central Bank (ECB), the Reserve Bank of Australia (RBA) and the Bank of Japan (BoJ). Our current bond allocations not only fit with underlying inflation trends, but also with market-based interest rate expectations. In Table 1, we show the pricing of interest rate expectations over the next few years, taken from Overnight Index Swap (OIS) forwards. We show the OIS projection for 1-month interest rates 12 months from now and 24 months from now. We also include 5-year/5-year forward OIS rates as a measure of market expectations of the terminal rate, a.k.a. the peak central bank policy rate over the next tightening cycle. In the table, we also added neutral policy rate estimates taken from central bank sources.1 Table 1Medium-Term Interest Rate Expectations Still Too Low In The US & UK In the US and UK, the OIS rate projections two years out, as well as the 5-year/5-year forward rate, are below the range of neutral rate estimates. This justifies an underweight stance on both US Treasuries and UK Gilts with both the Fed and BoE now in tightening cycles. In Japan and Australia, the OIS projections are already within the range of neutral rate estimates, but the RBA and, especially, the BoJ are not yet signaling a need to begin normalizing the level of policy rates. This justifies an overweight stance on Australian government bonds and Japanese government bonds. In the euro area, OIS projections are below the range of neutral rate estimates, but the ECB is now signaling that any monetary tightening actions will need to be delayed because of the growth uncertainties stemming from the Ukraine conflict and high energy prices. Thus, an overweight stance on core European government debt is still warranted. In Canada, the OIS projections are within the range of neutral rate estimates, but the BoC has been preparing markets for a series of rate hikes. This makes our underweight stance on Canadian government bonds a more “mixed” call, although we remain confident that Canadian bonds will underperform in a global bond portfolio context versus European and Japanese government bonds. In sum, we see our recommended country allocations as the most efficient way to express our cyclical (medium-term) central bank views, given the strong link between forward interest rate expectations and longer-term bond yields (Chart 10). This is why we are not making changes to our country allocation recommendations alongside our move to tactically upgrade our global duration stance to neutral. Chart 10Too Much Tightening Priced Over The Next Year​​​​​ Chart 11Bond Markets Not Priced For A Relatively More Hawkish Fed​​​​​ Given our high-conviction view that markets are underestimating how high the Fed will need to lift interest rates in the upcoming tightening cycle – likely more than any other major developed economy central bank - positioning for US Treasury market underperformance on a 1-2 year horizon still looks like an attractive bet with forward rates priced for little change in US/non-US bond spreads (Chart 11). A wider US Treasury-German Bund spread remains our highest conviction cross-country spread recommendation. Reduce Spread Product Exposure In Europe & Emerging Markets Chart 12Cut EM & European High-Yield Exposure, But Stay O/W Italian BTPs The geopolitical uncertainty stemming from the Ukraine war and the stagflationary near-term impact of high energy prices are negatives for all risk assets, on the margin. That leads us to tactically reduce the allocation to spread product to neutral versus government debt in our Model Bond Portfolio. We are implementing this by cutting allocations to riskier fixed income sectors that are most impacted by the Russia/Ukraine conflict – European high-yield corporate debt and emerging market (EM) USD-denominated hard currency debt (Chart 12). We had already been cautious on EM debt before the Russian invasion, with an underweight allocation to both USD-denominated sovereigns and corporates, so the latest moves just increase the size of the underweight. European high-yield, on the other hand, had been one of our highest conviction overweight positions – particularly versus US high-yield - entering 2022. However the Ukraine war is likely to have a bigger negative impact on the European economy than the US economy, thus we are cutting our recommended exposure to European high-yield only. The uncertainty of a war on European soil, combined with the spike in energy prices (especially natural gas), is negative for European growth momentum, reducing 2022 euro area real GDP growth by as much as 0.4 percentage points according to ECB estimates. This raises the hurdle for any ECB monetary tightening this year. An early taper of bond buying in the ECB’s Asset Purchase Program, an outcome that ECB officials claim is a required precursor to rate hikes, is now highly unlikely. Fears of reduced ECB bond buying had weighed on the relative performance of Italian government bonds last month, but a more dovish ECB policy stance should lead to lower Italian yields and a narrowing of the BTP-Bund spread (bottom panel). We continue to recommend a cyclical overweight stance on Italian government debt. A Final Thought We need to reiterate that the recommended changes made in this report – increasing global duration exposure to neutral and cutting EM and European high-yield – are over a tactical time horizon, largely in response to the Ukraine conflict. This is more of a “risk management” exercise, rather than a change in our fundamental cyclical views. We still believe global growth will remain above trend in 2022 and likely 2023, which will prevent a complete unwind of last year’s inflation surge, particularly in the US. We expect global bond yields to begin climbing again later this year and into 2023, and we envision an eventual return to a below-benchmark duration stance.   Robert Robis, CFA Chief Fixed Income Strategist rrobis@bcaresearch.com Footnotes 1      The sources of the neutral rate estimates are listed in the footnotes of Table 1. GFIS Model Bond Portfolio Recommended Positioning     Active Duration Contribution: GFIS Recommended Portfolio Vs. Custom Performance Benchmark The GFIS Recommended Portfolio Vs. The Custom Benchmark Index Global Fixed Income - Strategic Recommendations* Tactical Overlay Trades

Dear client, In addition to this weekly report, we sent you a Special Report from our Geopolitical Strategy service, highlighting the risk from the Russo-Ukrainian conflict. Kind regards, Chester Executive Summary The Ukraine crisis will lead to a period of strength for the DXY. Countries requiring foreign capital will be most at risk from an escalation in tensions. Portfolio flows have reaccelerated into the US, on the back of a rise in Treasury yields. This will be sustained in the near term. The euro area on the other hand has already witnessed significant portfolio outflows, on the back of Russo-Ukrainian tensions and an energy crisis. Countries with balance of payment surpluses like Switzerland and Australia are good havens amidst the carnage. Oil-producing countries such as Norway and Canada have also seen an improvement in their balance of payments, on the back of a strong terms-of-trade tailwind. This will be sustained in the near term. Balance Of Payments Across The G10 Bottom Line: The dollar is king in a risk-off environment. That said, the US and the UK sport the worst balance of payments backdrops, while Norway, Switzerland, and Sweden have the best. This underpins our long-term preference for Scandinavian currencies in an FX portfolio. In the near term, we think the DXY will peak near 98-100, but volatility will swamp fundamental biases. Feature Chart 1The US Runs A Sizeable Deficit The Russia-Ukraine conflict continues to dictate near-term FX movements. With Russia’s invasion of Ukraine, the risk of escalation and/or a miscalculation has risen. FX volatility is increasing sharply, and with it, the risk of a further selloff in currencies dependent on foreign capital inflows. As a reserve currency, the dollar has also been strong. It is difficult to ascertain how this imbroglio will end. However, in this week’s report, we look at which currencies are most vulnerable (and likely to stay vulnerable) from a balance of payments standpoint. Chart 1 plots the basic balance – the sum of the current account balance and foreign investment – across G10 countries. It shows that at first blush, Norway, Switzerland, Sweden, and Australia are the most resilient from a funding standpoint, while New Zealand, the UK, and the US are the most vulnerable. In Chart 2, we rank G10 currencies on eight different criteria: The basic balance, which we highlighted above. Real interest rate differentials, using the 10-year tenor and headline inflation. Relative growth fundamentals, as measured by the Markit manufacturing PMI. Three fair value models which we use in-house. The first is our Purchasing Power Parity model, which adjusts consumption basket weights across the G10 to reflect a more apples-to-apples comparison. The second is our long-term fair value model (LTFV), which adjusts for productivity differentials between countries; and the final is our intermediate-term timing model (ITTM), which separates procyclical from safe-haven currencies by including a risk factor such as corporate spreads. All three models are equally weighted in our rankings. The net international investment position (NIIP), which highlights currencies that are most likely to witness either repatriation flows or a positive income balance in the current account. Finally, net speculative positioning, which tells us which currencies have crowded long positions, and which ones sport a consensus sell. Chart 2The Scandinavian Currencies Are Attractive The conclusions from this chart are similar to our basic balance scenario – NOK, SEK, AUD, CHF, and JPY stand out as winners while GBP, NZD, and USD are the least attractive. The US dollar is a special case given its reserve currency status, with a persistent balance of payments deficit. The rise in the greenback amidst market volatility is a case in point. However, portfolio flows into the dollar also tend to be cyclical, so a resolution in the Ukraine/Russia conflict will put a cap on inflows. Equity portfolio flows had dominated financing of the US current account deficit but are relapsing (Chart 3). Bond portfolio flows have rebounded on the back of rising US yields, but US TIPS yields remain very low by historical standards (Chart 4). If they do not improve much further, specifically relative to other developed markets, it will be tough to justify further inflows into US Treasurys. Chart 3Equity Portfolio Flows Into The US Are Relapsing Chart 4Bond Portfolio Flows Into The US Are Strong In this week’s report, we look at the key drivers of balance of payments dynamics across the G10, starting with the US, especially amidst a scenario where the forfeit of foreign capital could come to the fore. United States Chart 5US Balance Of Payments The US trade deficit continues to hit record lows at -$80.7 billion for the month of December. Over the last few years, it has become increasingly difficult to fund this widening trade deficit via foreign purchases of US Treasurys. A positive net income balance has allowed a slower deterioration in the US current account balance, though at -$214.8 billion for Q3, it remains close to record lows. The overall picture for both the trade and current account balance is more benign as a share of GDP, given robust GDP growth (Chart 5). That said, as a share of GDP, the trade balance stands at -3.5%, the worst in over a decade. Foreign direct investment into the US has been improving of late. This probably reflects an onshoring of manufacturing, triggered by the Covid-19 crisis. That said, despite this improvement, the US still sports a negative net FDI backdrop. In a nutshell, the basic balance in the US (the sum of the current account and foreign direct investment) is still deteriorating. The dollar tends to decline on a multi-year basis when the basic balance peaks and starts worsening.       Euro Area Chart 6Euro Area Balance Of Payments The trade balance in the euro area has significantly deteriorated in recent quarters, on the back of an escalating energy crisis. Russia’s invasion of Ukraine marks the cherry on top. On a rolling 12-month basis, the trade surplus has fallen to 1% of GDP (Chart 6). This is particularly telling since for the month of December, the trade balance came in at €-4.6 billion, the worst since the euro area debt crisis. The current account continues to post a surplus of 2.6% of GDP, on the back of a positive income balance. However, FDI inflows are relapsing. After about two decades of underinvestment in the euro area, FDI inflows were at their highest level, to the tune of about 2% of GDP in 2021. Those have now completely reversed on the back of uncertainty. The combination of an energy crisis and dwindling FDI is crushing the euro area’s basic balance surplus. A rising basic balance surplus has been one of the key pillars underpinning a bullish euro thesis. Should the deterioration continue, it will undermine our longer-term bullish stance on the euro. It is encouraging that portfolio investments have turned less negative in recent quarters, as bond yields in the euro area are rising. Should this continue, it will be a good offset to the deterioration in FDI.   Japan Chart 7Japan Balance Of Payments Like the euro area, the trade balance in Japan continues to be severely hampered by rising energy imports. The trade deficit in January deteriorated to a near record of ¥2.2 trillion, even though export growth remained very robust. Income receipts from Japan’s large investment positions abroad continue to buffer the current account, but a resolution to the energy crisis will be necessary to stem Japan’s basic balance from deteriorating (Chart 7). The process of offshoring has sharply reversed since the Covid-19 crisis. While FDI is still deteriorating, it now stands at -2.4% of GDP, compared to -4.3% just before the pandemic. Net portfolio investments are also accelerating, especially given the rise in long-term interest rates in Japan, positive real rates, and the value bias of Japanese equities. We are buyers of the yen over the long term, but a further rise in global yields and energy prices are key risks to our view.             United Kingdom Chart 8UK Balance Of Payments The UK has the worst trade balance in the G10, and the picture has not improved much since the pandemic (currently at -6.7% of GDP). Similar to both the euro area and Japan, much of the drag on the trade balance has been due to rising import costs from energy and fuels. This puts the UK at risk of an escalation in the conflict between Ukraine and Russia. Meanwhile, the improvement in the income balance over the last few years has started to deteriorate, as transfer payments under the Brexit withdrawal agreement kick in. As a result, the current account balance is deteriorating anew (Chart 8). Both portfolio and direct investment in the UK were robust in the post-Brexit environment but have started to deteriorate. This is critical since significant foreign investment is necessary to boost productivity in the UK and prevent the pound from adjusting much lower. With bond yields in the UK rising, and the FTSE heavy in cyclical stocks, this should limit further deterioration in the UK’s financial account. A significant drop in the estimated path of settlement payments for Brexit will also boost the income balance. The key for the pound over the coming years remains how fast the UK can improve productivity, which will convince foreign investors that the return on capital for UK assets will increase. Canada Chart 9Canada Balance Of Payments Canada’s domestic economy has been relatively insulated from the geopolitical shock in Europe, but its export sector is benefiting tremendously from it. Rising oil prices are boosting Canadian terms of trade. As a result, the current account has turned into a surplus for the first time since 2009, in part driven by an improving trade balance (Chart 9). Outside of trade, part of the improvement in the Canadian current account balance is specifically driven by income receipts from Canada’s positive net international investment position. At C$1.5 trillion, income receipts are becoming an important component of the current account balance. Foreign direct investment into Canada continues to remain robust, given strong commodity prices. This is boosting our basic balance measure, which today sits at a surplus of 2.4% of GDP and should continue to improve. Finally, because of Canada’s improving balance-of-payments backdrop, it is no longer reliant on foreign capital as it had been in the past, which supports the loonie.         Australia Chart 10Australia Balance Of Payments Australia continues to sport the best improvement in both its trade and current account balances over the last few years. As a result, the basic balance has eclipsed 4% of GDP for the first time since we have been measuring this series (Chart 10). The story for Australia remains improving terms of trade, specifically in the most desirable commodities – copper, high-grade iron ore, liquefied natural gas, and to a certain extent, high-grade coal. Foreign direct investment in Australia has eased significantly. Investment in projects in the resource space are now bearing fruit, easing the external funding constraint. Meanwhile, domestic savings can now be easily recycled for sustaining capital investment. In fact, foreign direct investment turned negative in Q4 2021. This also explains the drop in net portfolio investment since Australians now need to build a positive net international investment position. We have a limit buy on the Aussie dollar at 70 cents, as we are bullish the currency over a medium-term horizon.         New Zealand Chart 11New Zealand Balance Of Payments For the third quarter of 2021, New Zealand’s current account balance hit record lows, despite robust commodity (agricultural) prices. Imports of fertilizers, crude oil, and vaccines have led to a widening trade deficit. A drop in the exports of wood also affected the balance. With a negative net international investment position of about 48% of GDP, the income balance also subtracted from the current account total (Chart 11). From a bigger-picture perspective, New Zealand’s basic balance has been negative for many years, as coupon and dividend payments to foreign investors, as well as valuation adjustments from net foreign liabilities, have kept the current account in structural deficit. However, as the prices of key agricultural goods head higher, New Zealand can begin to benefit from a terms-of-trade boom that will limit its external funding requirement. In that respect, portfolio investments are also improving. New Zealand has the highest bond yield in the G10, on the back of the highest policy rate so far (the RBNZ raised interest rates again this week). New Zealand’s defensive equity market has also corrected sharply amidst the general market riot. As such, foreign investors could begin to favor this market again based on high yields and a reset in valuations. Going forward, New Zealand should continue to see further improvement in its basic balance relative to the US, supporting the kiwi. Switzerland Chart 12Switzerland Balance Of Payments The Swiss trade balance remains in a structural surplus, with a post Covid-19 boom that has led a new high as a share of   GDP (Chart 12). Global trade has been rather resilient due to high demand for goods. While Switzerland has a large net international investment position, income flows this quarter were hampered by servicing costs for foreign direct investments. The net international investment position did improve by CHF27 billion on a quarter-over-quarter basis in Q3, on the back of a net increase in foreign asset purchases. Currency movements also had little impact on the portfolio in Q3, which is atypical. The SNB will always have to contend with a structural trade surplus that puts upward pressure on the currency. This will keep the Swiss franc well bid, especially in times of crisis when the positive balance-of-payments backdrop makes the CHF a safe haven.             Norway Chart 13Norway Balance Of Payments Q3 2021 saw a strong recovery in Norway’s trade account that is likely to carry over to this year. A recovery in crude oil and natural gas prices was a welcome boon. The lack of tourism also boosted the services account (Norwegians travel and spend less abroad than foreigners visiting Norway). The ongoing electricity crisis in Europe was also an opportune export channel for Norway, which for the first time, opened its 450-mile-long, 1400-megawatt North Sea cable link to the UK. Positive income flows also benefit the current account and the krone (Chart 13). With one of the largest NIIPs in the world heavily skewed towards equity dividends, the NOK benefits when yields rise, even though the domestic fixed-income market is highly illiquid. While a resolution of the Russian-Ukrainian crisis could sap the geopolitical risk premium from oil, the reopening of the global economy will benefit Norwegian exports of oil and gas. Tepid investment in global oil and gas exploration will also ensure Norway’s terms of trade remain robust.       Sweden Chart 14Sweden Balance Of Payments The Swedish current account balance has deteriorated slightly in the last few quarters, on the back of supply-side bottlenecks. Particularly, exports of cars have been hampered amidst a semiconductor shortage. That said, the primary income surplus remains a key pillar of the current account, keeping the basic balance at a healthy surplus of about 6% of GDP (Chart 14). Portfolio inflows into Sweden have dwindled, like most other European economies. If this has been due to geopolitical tensions in Europe, it will eventually prove to be fleeting. That said, the Riksbank remains one of the most dovish in the G10 and the OMX is also one of the most cyclical stock markets, which may have spooked short-term foreign investments. The Swedish krona has been the weakest G10 currency year-to-date. Given that we expect most of the headwinds to be temporary, and the basic balance backdrop remains solid, we will go long SEK versus both the euro and the US dollar.   Chester Ntonifor Foreign Exchange Strategist chestern@bcaresearch.com Trades & Forecasts Strategic View Cyclical Holdings (6-18 months) Tactical Holdings (0-6 months) Limit Orders Forecast Summary