Economic Theory

Executive Summary The recent 26 percent overspend on durable goods constitutes one of the greatest imbalances in economic history. An overspend on goods is corrected by a subsequent underspend; but an underspend on services is not corrected by a subsequent overspend. This unfortunate asymmetry means that the recent overspend on goods at the expense of services makes the economy vulnerable to a downturn. And the risk is exacerbated by central banks’ intentions to hike rates in response to inflation. As the spending on durable goods wanes, so too will monthly core inflation and the 30-year T-bond yield. As the 30-year T-bond rallies, so too will other long-duration bonds, long-duration stocks, long-duration sectors, and long-duration stock markets such as the S&P 500 versus short-duration stock markets such as the FTSE 100. Fractal trading watchlist: We focus on emerging markets, add financials versus industrials, and review tobacco versus cannabis, CAD/SEK, and biotech. If A 26 Percent Overspend On Goods Is Not A Massive Economic Imbalance, Then What Is? If A 26 Percent Overspend On Goods Is Not A Massive Economic Imbalance, Then What Is? If A 26 Percent Overspend On Goods Is Not A Massive Economic Imbalance, Then What Is? Bottom Line: As the spending on durable goods wanes, so too will monthly core inflation and the 30-year T-bond yield. Go overweight long-duration bonds, long-duration stocks, and long-duration stock markets such as the US versus non-US. Feature My colleague Peter Berezin recently wrote that recessions tend to happen when: “1) the build-up of imbalances makes the economy vulnerable to downturn; 2) a catalyst exposes these imbalances; and 3) amplifiers exacerbate the slump.” Peter is spot on. Using this checklist, I would argue that right now: There is a massive imbalance that makes the economy vulnerable to a downturn. Specifically, a 26 percent overspend on durable goods constitutes one of the greatest imbalances in economic history – the 26 percent overspend on durables refers to the US, but other advanced economies have experienced similar binges on goods. The catalyst that exposes this massive imbalance is the realisation that durables are, well, durable. They last a long time. So, if you front-end loaded many of this year’s purchases into last year, then you will not buy them this year. If you overspent by 26 percent in 2021, then the risk is that you symmetrically underspend by 26 percent in 2022. If central banks hike rates into this demand downturn, they will amplify and exacerbate the slump. A Massive Imbalance In Spending Makes The Economy Vulnerable To A Downturn Much of the recent overspend on goods was spending displaced from the underspend on services which became unavailable in the pandemic – such as eating out, going to the movies, and going to in-person doctor’s appointments. Raising the obvious question, can a future underspend on goods be countered by a future overspend on services? The answer is no. The consumption of services is constrained by time, opportunity, and biology. For example, there is a limit on how often you can eat out, go to the movies, or go to the doctor. If you are used to eating out and going to the movies once a week, and the pandemic prevented you from doing so for a year, that does not mean you will eat out and go to the movies an extra 52 times for the 52 times you missed! Rather, you will quickly revert to your previous pattern of going out once a week. This constraint on services spending means that the underspend will not become a symmetric overspend. In fact, the underspend on certain services will persist. This is because we have made some permanent changes to our lifestyles – for example, hybrid office/home working and more online shopping and online medical care. Additionally, a small but significant minority of people have changed their behaviour, shunning services that require close contact with strangers. To repeat the crucial asymmetry, an overspend on goods is corrected by a subsequent underspend; but an underspend on services is not corrected by a subsequent overspend (Chart I-1 and Chart I-2). Therefore, the recent massive overspend on goods at the expense of services makes the economy vulnerable to a downturn, and the risk is exacerbated by central banks’ intentions to hike rates in response to inflation. These hikes will prove to be overkill, because inflation is set to cool of its own accord. Chart I-1An Overspend On Goods Can Be Corrected By A Subsequent Underspend... An Overspend On Goods Can Be Corrected By A Subsequent Underspend... An Overspend On Goods Can Be Corrected By A Subsequent Underspend...   Chart I-2...But An Underspend On Services Cannot Be Corrected By A Subsequent Overspend ...But An Underspend On Services Cannot Be Corrected By A Subsequent Overspend ...But An Underspend On Services Cannot Be Corrected By A Subsequent Overspend   Durables Are Driving Inflation, And Inflation Is Driving The 30-Year T-Bond The recent binge on goods really comprises three mini-binges, which peaked in May 2020, January-March 2021, and October 2021. With a couple of months lag, these three mini-binges have caused three mini-waves in core inflation. To see the cause and effect, it is best to examine the evolution of inflation granularly – on a month-on-month basis – which removes the distorting ‘base effects.’ The mini-binges in goods lifted the core monthly inflation rate to an (annualised) 7 percent in July 2020, 10 percent in April-June 2021, and 7 percent in January 2022 (Chart I-3). Chart I-3Spending On Durables Is Driving Inflation Spending On Durables Is Driving Inflation Spending On Durables Is Driving Inflation Worryingly, the sensitivity of inflation has increased in each new mini-binge in goods spending, possibly reflecting more pressure on already-creaking supply chains as well as more secondary effects. Nevertheless, the key driver of the mini-waves in core inflation is the demand for durables, and as that demand wanes, so will core inflation. As monthly core inflation eases back, so too will the 30-year T-bond yield. What about the 30-year T-bond yield? Although it is a long-duration asset, its yield has recently been tracking the short-term contours of core inflation. So, when monthly inflation reached an (annualised) 10 percent last year, the 30-year T-bond yield reached 2.5 percent. At the more recent 7 percent inflation rate, the yield has reached 2.35 percent. It follows that as monthly core inflation eases back, so too will the 30-year T-bond yield (Chart I-4). Chart I-4Inflation Is Driving The 30-Year T-Bond Inflation Is Driving The 30-Year T-Bond Inflation Is Driving The 30-Year T-Bond Get The 30-Year T-Bond Right, And You’ll Get Most Things Right For the past year, the story of stocks has been the story of bonds. Or to be more precise, the story of long-duration stocks has been the story of the 30-year T-bond. Through this period, the worry du jour has changed – from the Omicron mutation of SARS-CoV-2 to an Evergrande default to Facebook subscriber losses and now to Russia/Ukraine tensions. Yet the overarching story through all of this is that the long-duration Nasdaq index has tracked the 30-year T-bond price one-for-one (Chart I-5). And the connection between S&P 500 and the 30-year T-bond price is almost as good (Chart I-6). Chart I-5Get The 30-Year T-Bond Right, And You'll Get The Nasdaq Right Get The 30-Year T-Bond Right, And You'll Get The Nasdaq Right Get The 30-Year T-Bond Right, And You'll Get The Nasdaq Right Chart I-6Get The 30-Year T-Bond Right, And You'll Get The S&P 500 Right Get The 30-Year T-Bond Right, And You'll Get The S&P 500 Right Get The 30-Year T-Bond Right, And You'll Get The S&P 500 Right The tight short-term connection between long-duration stocks and the 30-year T-bond makes perfect sense. The cashflows of any investment can be simplified into a ‘lump-sum’ payment in the future, and the ‘present value’ of this payment will move in line with the present value of an equal-duration bond. So, all else being equal, a long-duration stock will move one-for-one in line with a long-duration bond. The story of long-duration stocks has been the story of the 30-year T-bond. ‘Value’ stocks and non-US stock markets which are over-weighted to value have a shorter-duration. Therefore, they have a much weaker connection with the 30-year T-bond. It follows that if you get the 30-year T-bond right, you’ll get most things right: The performance of other long-duration bonds (Chart I-7). The performance of long-duration growth stocks (Chart I-8). The performance of ‘growth’ versus ‘value’ (Chart I-9). The performance of growth-heavy stock markets like the S&P 500 versus value-heavy stock markets like the FTSE100 (Chart I-10). Of course, the corollary is that if you get the 30-year T-bond wrong, you’ll get most things wrong. Observe that the 1-year charts of long-duration bonds, growth stocks, growth versus value, and S&P 500 versus FTSE100 are indistinguishable. Proving once again that investment is complex, but it is not complicated! Chart I-7Get The 30-Year T-Bond Right, And You'll Get The 30-Year German Bund Right Get The 30-Year T-Bond Right, And You'll Get The 30-Year German Bund Right Get The 30-Year T-Bond Right, And You'll Get The 30-Year German Bund Right Chart I-8Get The 30-Year T-Bond Right, And You'll Get Growth Stocks Right Get The 30-Year T-Bond Right, And You'll Get Growth Stocks Right Get The 30-Year T-Bond Right, And You'll Get Growth Stocks Right   Chart I-9Get The 30-Year T-Bond Right, And You'll Get Growth Versus Value Right Get The 30-Year T-Bond Right, And You'll Get Growth Versus Value Right Get The 30-Year T-Bond Right, And You'll Get Growth Versus Value Right Chart I-10Get The 30-Year T-Bond Right, And You'll Get S&P 500 Versus FTSE100 Right Get The 30-Year T-Bond Right, And You'll Get S&P 500 Versus FTSE100 Right Get The 30-Year T-Bond Right, And You'll Get S&P 500 Versus FTSE100 Right Our expectation is that as the spending on durable goods wanes, so too will monthly core inflation and the 30-year T-bond yield. Go overweight long-duration bonds, long-duration stocks, long-duration sectors, and long-duration stock markets such as the US versus non-US. Fractal Trading Watchlist This week we focus on emerging markets, add financials versus industrials, and review tobacco versus cannabis, CAD/SEK, and biotech. Emerging markets (EM) have been a big underperformer through the past year, but it may be time to dip in again, at least relative to value-heavy developed market (DM) indexes. Specifically, MSCI Emerging Markets versus MSCI UK has reached the point of fractal fragility that signalled previous major turning-points in 2014, 2018, and 2020 (Chart I-11). Accordingly, this week’s recommended trade is to go long MSCI EM versus UK (dollar indexes), setting the profit-target and symmetrical stop-loss at 10 percent.  Chart I-11Time To Dip Into EM Again, Selectively Time To Dip Into EM Again, Selectively Time To Dip Into EM Again, Selectively Financials Versus Industrials Is Approaching A Turning-Point Financials Versus Industrials Is Approaching A Turning-Point Financials Versus Industrials Is Approaching A Turning-Point Image CAD/SEK At A Top CAD/SEK At A Top CAD/SEK At A Top Awaiting A Major Entry-Point Into Biotech Awaiting A Major Entry-Point Into Biotech Awaiting A Major Entry-Point Into Biotech Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Fractal Trading System A Massive Economic Imbalance, Staring Us In The Face A Massive Economic Imbalance, Staring Us In The Face A Massive Economic Imbalance, Staring Us In The Face A Massive Economic Imbalance, Staring Us In The Face 6-Month Recommendations Structural Recommendations Closed Fractal Trades Indicators To Watch - Bond Yields Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area   Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed   Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations I Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Image   Indicators To Watch - Interest Rate Expectations III A Massive Economic Imbalance, Staring Us In The Face A Massive Economic Imbalance, Staring Us In The Face Image    

BCA Research is proud to announce a new feature to help clients get the most out of our research: an Executive Summary cover page on each of the BCA Research Reports. We created these summaries to help you quickly capture the main points of each report through an at-a-glance read of key insights, chart of the day, investment recommendations and a bottom line. For a deeper analysis, you may refer to the full BCA Research Report. In lieu of next week’s report, I will be presenting the quarterly Counterpoint webcast series ‘Where Is The Groupthink Wrong?' I do hope you can join. Executive Summary Spending on goods is in freefall while spending on services is struggling to regain its pre-pandemic trend.  If spending on goods crashes to below its previous trend, then there will be a substantial shortfall in demand. The good news is that the freefall in goods spending is leading inflation. With spending on goods now crashing back to earth, inflation will also crash back to earth later this year. Underweight the goods-dominated consumer discretionary sector, and underweight semiconductors versus the broader technology sector. Sell Treasury Inflation Protected Securities (TIPS) and other overbought inflation hedges such as commodities that have not yet corrected. Overbought base metals are particularly vulnerable. Fractal trading watchlist: We focus on nickel versus silver, add tobacco versus cannabis, and update bitcoin, biotech, CAD/SEK, and EUR/CZK. As Spending On Goods Crashes Back To Earth, So Will Inflation As Spending On Goods Crashes Back To Earth, So Will Inflation As Spending On Goods Crashes Back To Earth, So Will Inflation Bottom Line: As spending on goods crashes back to earth, so will inflation, consumer discretionary stocks, semiconductors, and overbought commodities. Feature The pandemic has unleashed a great experiment in our spending behaviour. After a binge on consumer goods, will there be a massive hangover? We are about to find out. The pandemic binge on consumer goods, peaking in the US at a 26 percent overspend, is unprecedented in modern economic history. Hence, we cannot be certain what happens next, but there are three possibilities: We sustain the binge on goods, at least partly. Spending on goods falls back to its pre-pandemic trend. There is a hangover, in which spending on goods crashes to below its previous trend. The answer to this question will have a huge bearing on growth and inflation in 2022-23. After The Binge Comes The Hangover… The pandemic’s constraints on socialising, movement, and in-person contact caused a slump in spending on many services: recreation, hospitality, travel, in-person shopping, and in-person healthcare. Nevertheless, with incomes propped up by massive stimulus, we displaced our spending to items that could be enjoyed within the pandemic’s confines; namely, goods – on which, we binged (Chart I-1). Chart I-1Spending On Goods Is In Freefall Spending On Goods Is In Freefall Spending On Goods Is In Freefall Gradually, we learned to live with SARS-CoV-2, and spending on services bounced back. At the same time, we made some permanent changes to our lifestyles – for example, hybrid office/home working and more online shopping. Additionally, a significant minority of people changed their behaviour, shunning activities that require close contact with strangers – going to the cinema or to amusement parks, using public transport, or going to the dentist or in-person doctors’ appointments. The result is that spending on services is levelling off well short of its pre-pandemic trend (Charts I-2-Chart I-5). Chart I-2Spending On Recreation Services Is Far Below Its Pre-Pandemic Trend Spending On Recreation Services Is Far Below Its Pre-Pandemic Trend Spending On Recreation Services Is Far Below Its Pre-Pandemic Trend Chart I-3Spending On Public Transport Is Far Below Its Pre-Pandemic Trend Spending On Public Transport Is Far Below Its Pre-Pandemic Trend Spending On Public Transport Is Far Below Its Pre-Pandemic Trend Chart I-4Spending On Dental Services Is Far Below Its Pre-Pandemic Trend Spending On Dental Services Is Far Below Its Pre-Pandemic Trend Spending On Dental Services Is Far Below Its Pre-Pandemic Trend Chart I-5Spending On Physician Services Is Far Below Its Pre-Pandemic Trend Spending On Physician Services Is Far Below Its Pre-Pandemic Trend Spending On Physician Services Is Far Below Its Pre-Pandemic Trend Arithmetically therefore, to keep overall demand on trend, spending on goods must stay above its pre-pandemic trend. Yet spending on goods is crashing back to earth. The simple reason is that durables, by their very definition, are durable. Even nondurables such as clothes and shoes are in fact quite durable. Meaning that are only so many cars, iPhone 13s, gadgets, clothes and shoes that any person can binge on before reaching saturation. Indeed, to the extent that our bingeing has brought forward future purchases, the big risk is a period of underspending on goods. Countering The Counterarguments Let’s address some counterarguments to the hangover thesis. One counterargument is that some goods are a substitute for services: for example, eating-in (food at home) substitutes for eating-out; and recreational goods substitute for recreational services. So, if there is a shortfall in services spending, there will be an automatic substitution into goods spending. The problem is that the substitutes are not mirror-image substitutes. Spending on eating-in tends to be much less than on eating-out. And once you have bought your recreational goods, you don’t keep buying them! A second counterargument is that provided the savings rate does not rise, there will be no shortfall in spending. Yet this is a tautology. The savings rate is simply the residual of income less spending. So, to the extent that there is a structural shortfall in services spending combined with a hangover in goods spending, the savings rate must rise – as it has in the past two months. A third counterargument is that the war chest of savings accumulated during the pandemic will unleash a tsunami of spending. Well, it hasn’t. And, it won’t. Previous episodes of excess savings in 2004, 2008, and 2012 had no impact on the trend in spending (Chart I-6). Chart I-6Previous Episodes Of Excess Savings Had No Impact On Spending Previous Episodes Of Excess Savings Had No Impact On Spending Previous Episodes Of Excess Savings Had No Impact On Spending The explanation comes from a theory known as Mental Accounting Bias. This points out that we segment our money into different ‘mental accounts’. And that the main factor that establishes whether we spend our money is which mental account it resides in. The moment we move money from our ‘income’ account into our ‘wealth’ account, our propensity to spend it collapses. Specifically, we will spend most of the money in our ‘income’ mental account, but we will spend little of the money in our ‘wealth’ mental account. Hence, the moment we move money from our income account into our wealth account, our propensity to spend it collapses. Still, this brings us to a fourth counterargument, which claims that even though the ‘wealth effect’ is small, it isn’t zero. Therefore, the recent boom in household wealth will bolster growth. Yet as we explained in The Wealth Impulse Has Peaked, the impact of your wealth on your spending growth does not come from your wealth change. It comes from your wealth impulse, which is fading fast (Chart I-7). Chart I-7The 'Wealth Impulse' Has Peaked The 'Wealth Impulse' Has Peaked The 'Wealth Impulse' Has Peaked Analogous to the more widely-used credit impulse, the wealth impulse compares your capital gain in any year with your capital gain in the preceding year. It is this change in your capital gain – and not the capital gain per se – that establishes the growth in your ‘wealth effect’ spending. Unfortunately, the wealth impulse has peaked, meaning its impact on spending growth will not be a tailwind. It will be a headwind. As Spending On Goods Crashes Back To Earth, So Will Inflation, Consumer Discretionary Stocks, And Overbought Commodities In the fourth quarter of 2021, US consumer spending dipped to below its pre-pandemic trend and the savings rate increased. Begging the question, how did the US economy manage to grow at a stellar 6.7 percent (annualised) rate? The simple answer is that inventory restocking contributed almost 5 percent to the 6.7 percent growth rate. In fact, removing inventory restocking, US final demand came to a virtual standstill in the second half of 2021, growing at just a 1 percent (annualised) rate. Growth that is dependent on inventory restocking is a concern because inventory restocking averages to zero in the long run, and after a massive positive contribution there tends to come a symmetrical negative contribution. If, as we expect, spending on services fails to catch up to its pre-pandemic trend while spending on goods falls back to its pre-pandemic trend, then there will be a demand shortfall. And if there is a hangover, in which spending on goods crashes to below its previous trend, then the demand shortfall could be substantial. As inflation crashes back to earth, so will overbought commodities. The good news is that the freefall in durable goods spending is leading inflation. In this regard, you might be surprised to learn that the US core (6-month) inflation rate has already been declining for five consecutive months. With spending on goods now crashing back to earth, inflation will also crash back to earth later this year (Chart I-8). Chart I-8As Spending On Goods Crashes Back To Earth, So Will Inflation As Spending On Goods Crashes Back To Earth, So Will Inflation As Spending On Goods Crashes Back To Earth, So Will Inflation Sell Treasury Inflation Protected Securities (TIPS) and other overbought inflation hedges such as commodities that have not yet corrected. Given that the level (rather than the inflation) of commodity prices is irrationally tracking the inflation rate, the likely explanation is that investors have piled into commodities as a hedge against inflation. Hence, as inflation crashes back to earth, so will overbought commodities (Chart I-9). Overbought base metals are particularly vulnerable. Chart I-9Overbought Commodities Are Particularly Vulnerable Overbought Commodities Are Particularly Vulnerable Overbought Commodities Are Particularly Vulnerable Fractal Trading Watchlist This week we focus on nickel versus silver, add tobacco versus cannabis, and update bitcoin, biotech, CAD/SEK, and EUR/CZK. To reiterate, overbought base metals are vulnerable, and the 70 percent outperformance of nickel versus silver through the past year has reached the point of fractal fragility that signalled previous major turning-points in 2014, 2016, 2018, and 2020 (Chart I-10). Accordingly, this week’s recommended trade is to go short nickel versus silver, setting the profit target and symmetrical stop-loss at 20 percent.  Chart I-10Short Nickel Versus Silver Short Nickel Versus Silver Short Nickel Versus Silver A Potential Switching Point From Tobacco Into Cannabis A Potential Switching Point From Tobacco Into Cannabis A Potential Switching Point From Tobacco Into Cannabis Bitcoin's 65-Day Fractal Support Is Holding For Now Bitcoin's 65-Day Fractal Support Is Holding For Now Bitcoin's 65-Day Fractal Support Is Holding For Now Biotech Approaching A Major Buy Biotech Approaching A Major Buy Biotech Approaching A Major Buy CAD/SEK Approaching A Sell CAD/SEK Approaching A Sell CAD/SEK Approaching A Sell EUR/CZK At A Bottom EUR/CZK At A Bottom EUR/CZK At A Bottom Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Fractal Trading System After The Pandemic Binge Comes The Pandemic Hangover... After The Pandemic Binge Comes The Pandemic Hangover... After The Pandemic Binge Comes The Pandemic Hangover... After The Pandemic Binge Comes The Pandemic Hangover... 6-Month Recommendations Structural Recommendations Closed Fractal Trades Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields ##br##- Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Chart II-2Indicators To Watch - Bond Yields ##br##- Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Chart II-3Indicators To Watch - Bond Yields ##br##- Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Chart II-4Indicators To Watch - Bond Yields ##br##- Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations      

Highlights In the short term, the US stock market price will track the 30-year T-bond price, with every 10 bps move in the yield moving the stock market and bond price by 2.5 percent. We think that the bond market will not allow the stock market to suffer a peak-to-trough decline of more than 15-20 percent. Given that the drawdown is already 10 percent, it equates to no more than 20-40 bps of upside for the 30-year T-bond yield, to a level of 2.3-2.5 percent. Hence, we are quite close to an entry-point for both stocks and long-duration bonds. In the next few years, the structural bull market will continue, ending only at the ultimate low in the 30-year bond yield. But on a 5-year horizon, the blockchain will be the undoing of the US stock market – by undermining the vast profits that the US tech behemoths make from owning, controlling, and manipulating our data and the digital content that we create. In that sense, the blockchain will ultimately reveal – and pop – a ‘super bubble’. Fractal trading watchlist: We add Korea and CAD/SEK, and update bitcoin, biotech, and nickel versus silver. Feature Chart of the WeekIf The Market Is Not Far From Its Fundamentals, Can This Really Be A 'Super Bubble'? If The Market Is Not Far From Its Fundamentals, Can This Really Be A 'Super Bubble'? If The Market Is Not Far From Its Fundamentals, Can This Really Be A 'Super Bubble'? Why has the stock market started 2022 on such a poor footing? Chart I-2 and Chart I-3 identify the main culprit. Through the past year, the tech-heavy Nasdaq index has been tracking the 30-year T-bond price on a one-for-one basis, while the broader S&P 500 shows a connection that is almost as good. Chart I-2The Nasdaq Has Been Tracking The 30-Year T-Bond Price One-For-One... The Nasdaq Has Been Tracking The 30-Year T-Bond Price One-For-One... The Nasdaq Has Been Tracking The 30-Year T-Bond Price One-For-One... Chart I-3…The S&P 500 Has Also Been Tracking The 30-Year T-Bond Price ...The S&P 500 Has Also Been Tracking The 30-Year T-Bond Price ...The S&P 500 Has Also Been Tracking The 30-Year T-Bond Price Therefore, as the 30-year T-bond price has taken a tumble, so have growth-heavy stock markets. Put simply, the ‘bond component’ of these stock markets has been dominating recent performance, overwhelming the ‘profits component’ which tends to move more glacially. It follows that the short-term direction of the stock market has been set – and will continue to be set – by the direction of the 30-year T-bond price. Stocks And Bonds Are Nearing A ‘Pinch Point’ The next few paragraphs are necessarily technical, but worth absorbing – as they are fundamental to understanding the stock market’s recent sell-off, as well as its future evolution. The duration of any investment quantifies how far into the future its cashflows lie, by averaging those cashflows into one theoretical future ‘lump sum’. For a bond, the duration also equals the percentage change in the bond price for every 1 percent change in its yield.1 Crucially, the duration of the US stock market is the same as that of the 30-year T-bond, at around 25 years. Therefore, if all else were equal, the US stock market price should track the 30-year T-bond price, with every 10 bps move in the yield moving the stock market and bond prices by 2.5 percent. In the long run of course, all else is not equal. The 30-year T-bond generates a fixed income stream, whereas the stock market generates income that tracks profits. Allowing for this difference, the US stock market should track: (The 30-year T-bond price) multiplied by (profits expected in the year ahead) multiplied by (a constant) In which the constant expresses the theoretical lump-sum payment 25 years ahead as a multiple of the profits in the year ahead – and thereby quantifies the expected structural growth in profits. We can ignore this constant if the structural growth in profits does not change. Nevertheless, remember this constant, as we will come back to it later when we discuss a putative ‘super bubble’. The ‘bond component’ of the stock market has been dominating recent performance. This model for the stock market seems simplistic. Yet it provides an excellent explanation for the market’s evolution through the past 40 years (Chart I-4), as well as through the past year in which, to repeat, the bond component has been the dominant driver. Chart I-4The US Stock Market = The 30-Year T-Bond Price Multiplied By Profits The US Stock Market = The 30-Year T-Bond Price Multiplied By Profits The US Stock Market = The 30-Year T-Bond Price Multiplied By Profits In the short term then, given the 25 year duration of the US stock market, every 10 bps rise in the 30-year T-bond yield will drag down the stock market by 2.5 percent. We can also deduce that the sell-off will be self-limiting and self-correcting, because at some ‘pinch point’ the bond market will assess that the deflationary impulse from financial instability will snuff out the recent inflationary impulse in the economy. Where is that pinch point? Our sense is that the bond market will not allow the stock market to suffer a peak-to-trough decline of more than 15-20 percent. Given that the drawdown is already 10 percent, it equates to no more than 20-40 bps of upside for the 30-year T-bond yield, to a level of 2.3-2.5 percent. Hence, we are quite close to an entry-point for both stocks and long-duration bonds. The Case Against A ‘Super Bubble’ (And The Case For) As is typical, the recent market setback has unleashed narratives of an almighty bubble starting to pop. Stealing the headlines is value investor Jeremy Grantham of GMO, who claims that “today in the US we are in the fourth super bubble of the last hundred years.” Is there any merit to Mr. Grantham’s claim? An investment is in a bubble if its price has completely broken free from its fundamentals. For example, in the dot com boom, the stock market did become a super bubble. But as we have just shown, the US stock market today is not that far removed from its fundamental components of the 30-year T-bond price multiplied by profits. At first glance then, Mr. Grantham appears to be wrong (Chart of the Week). Still, if the underlying components – the 30-year T-bond and/or profits – were in a bubble, then the stock market would also be in a bubble. In this regard, isn’t the deeply negative real yield on long-dated bonds a sure sign of a bubble? The answer is, not necessarily. As we explained last week in Time To Get Real About Real Interest Rates, the deeply negative real yield on Treasury Inflation Protected Securities (TIPS) is premised on an expected rate of inflation that we should take with a huge dose of salt. Putting in a more realistic forward inflation rate, the real yield on long-dated bonds is positive, albeit just. What about profits – are they in a bubble? The US (and world) profit margin stands at an all-time high, around 20 percent greater than its post-GFC average (Chart I-5). But a 20 percent excess is not quite what we mean by a bubble. Chart I-5Profit Margins Are At An All-Time High Profit Margins Are At An All-Time High Profit Margins Are At An All-Time High There is one final way that Mr. Grantham could be right, and for this we must come back to the previously mentioned constant which quantifies the expected long-term growth in profits. If this expected structural growth were to collapse, then the stock market would also collapse. This is precisely what happened to the non-US stock market after the dot com bust, when the expected structural growth – and therefore the structural valuation – phase-shifted sharply lower (Chart I-6 and Chart I-7). As a result, the non-US stock market also phase-shifted sharply lower from the previous relationship with its fundamentals (Chart I-8). Could the same ultimately happen to the US stock market? Chart I-6The Structural Growth And Valuation Of Non-US Stocks Phase-Shifted Down... The Structural Growth And Valuation Of Non-US Stocks Phase-Shifted Down... The Structural Growth And Valuation Of Non-US Stocks Phase-Shifted Down... Chart I-7...Could The Same Happen To ##br##US Stocks? ...Could The Same Happen To US Stocks? ...Could The Same Happen To US Stocks? Chart I-8Non-US Stocks Phase-Shifted Lower From Their Previous Relationship With Fundamentals Non-US Stocks Phase-Shifted Lower From Their Previous Relationship With Fundamentals Non-US Stocks Phase-Shifted Lower From Their Previous Relationship With Fundamentals The answer is yes – and the main risk comes from the blockchain and its threat to the pseudo-monopoly status that the US tech behemoths have in owning, controlling, manipulating, and monetising our data and the digital content that we create. If the blockchain returned that ownership and control back to us, it would devastate the profits of Facebook, Google, and the other behemoths that dominate the US stock market. If the expected structural growth were to collapse, then the stock market would also collapse. That said, the blockchain is a long-term risk to the stock market, likely to manifest itself on a 5-year horizon. Before we get there, in the next deflationary shock, the 30-year T-bond yield has the scope to decline by at least 150 bps, equating to a 40 percent increase in the ‘bond component’ of the US stock market. To conclude, the structural bull market will end only at the ultimate low in the 30-year bond yield. And then, the blockchain will reveal – and pop – a ‘super bubble’. Fractal Trading Watchlist This week we add Korea and CAD/SEK, and update bitcoin, biotech, and nickel versus silver. Of note, the near 30 percent underperformance of Korea through the past year has reached the point of fractal fragility that has signalled previous major reversals in 2015, 2017 and 2019 (Chart I-9). Accordingly, this week’s recommended trade is to go long Korea versus the world (MSCI indexes), setting the profit target and symmetrical stop-loss at 8 percent.  Chart I-9Korea Is Approaching A Turning Point Versus The World Korea Is Approaching A Turning Point Versus The World Korea Is Approaching A Turning Point Versus The World Korea Approaching A Turning Point Versus EM Korea Approaching A Turning Point Versus EM Korea Approaching A Turning Point Versus EM CAD/SEK Could Reverse CAD/SEK Could Reverse CAD/SEK Could Reverse Bitcoin Near A First Support Level Biotech Approaching A Major Buy Biotech Approaching A Major Buy Biotech Approaching A Major Buy Biotech Approaching A Major Buy Biotech Approaching A Major Buy Nickel Approaching A Sell Versus Silver Nickel Approaching A Sell Versus Silver Nickel Approaching A Sell Versus Silver Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Footnotes 1 Defined fully, the duration of an investment is the weighted average of the times of its cashflows, in which the weights are the present values of the cashflows. Fractal Trading System Fractal Trades The Case Against A ‘Super Bubble’ (And The Case For) The Case Against A ‘Super Bubble’ (And The Case For) The Case Against A ‘Super Bubble’ (And The Case For) The Case Against A ‘Super Bubble’ (And The Case For) 6-Month Recommendations Structural Recommendations Closed Fractal Trades Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields - ##br##Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Chart II-2Indicators To Watch - Bond Yields - ##br##Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Chart II-3Indicators To Watch - Bond Yields - ##br##Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Chart II-4Indicators To Watch - Bond Yields - ##br##Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations  

Highlights The bond market assumes that when recent inflation has been high, it will be higher than average for the next ten years. Yet the reality is the exact opposite. High inflation is followed by lower than average inflation. This means that the ex-post real yield delivered by 10-year T-bonds will turn out to be much higher than the negative ex-ante real yield that 10-year Treasury Inflation Protected Securities (TIPS) are now offering. Long-term investors should overweight 10-year T-bonds versus 10-year TIPS. Underweight (or outright short) US TIPS. Underweight commodities, and especially underweight those commodities that have not yet corrected. Fractal trading watchlist: the US dollar, alternative energy, biotech, nickel versus silver, and an update on semiconductors. Feature Chart of the WeekThe Real Yield Turns Out To Be Higher Than Expected The Real Yield Turns Out To Be Higher Than Expected The Real Yield Turns Out To Be Higher Than Expected Real interest rates are negative. Or are they? Given that real interest rates form the foundation of most asset prices, getting this question right is of paramount importance. Over the short term, yes, real interest rates are negative. Policy interest rates in the major developed economies are unlikely to rise quickly from their current near-zero levels. So, they will remain below the rate of inflation. But what about over the longer term, say ten years – are long-term real interest rates truly negative? The Real Bond Yield Is The Mirror Image Of Backward-Looking Inflation The negative US real 10-year bond yield of -0.7 percent comprises the nominal yield of 1.8 percent minus an expected inflation rate of 2.5 percent. This means that the negativity of the real bond yield hinges on the expectation for inflation over the next ten years. Therein lies the big problem. Many people believe that the bond market’s expected 10-year inflation rate is an independent and forward-looking assessment of how inflation will evolve. Yet nothing could be further from the truth. The bond market’s expected inflation is just the result of an algorithm that uses historic inflation. And at that, an extremely short period of historic inflation, just six months.1  The bond market’s expected inflation is just the result of an algorithm that uses historic inflation. Specifically, in the pandemic era, the bond market has derived its expected 10-year inflation rate from the historic six month (annualized) inflation rate, which it assumes will gradually converge to a long-term rate of just below 2 percent during the first four years, then stay there for the remaining six years2 (Figure I-1). We recommend that readers replicate this simple calculation for themselves to shatter any illusion that there is anything forward-looking about the bond market’s inflation expectation! (Chart I-2). Chart I- Chart I-2Expected 10-Year Inflation Is Just Based On The Last 6 Months Of Inflation! Expected 10-Year Inflation Is Just Based On The Last 6 Months Of Inflation! Expected 10-Year Inflation Is Just Based On The Last 6 Months Of Inflation! The upshot is that when the backward-looking six month inflation rate is low, like it was in the depths of the global financial crisis in late 2008 or the pandemic recession in early 2020, the market assumes that the forward-looking ten year inflation rate will be low. And when the backward-looking six-month inflation rate is high, like now or in early-2008, the bond market assumes that the forward-looking ten year inflation rate will be high. In other words, the bond market extrapolates the last six months of inflation into the next ten years. This observation leads to an immediate investment conclusion. The US six-month inflation rate has already peaked. As it cools, it will also cool the expected 10-year inflation rate, thereby putting upward pressure on the mirror image Treasury Inflation Protected Securities (TIPS) real yield. It follows that investors should underweight (or outright short) US 10-year TIPS (Chart I-3). Chart I-3As Inflation Cools, TIPS Will Underperform As Inflation Cools, TIPS Will Underperform As Inflation Cools, TIPS Will Underperform The Real Bond Yield Is Based On A False Expectation There is a more fundamental issue at stake. The market assumes that when recent inflation has been low, it will be lower than average for the next ten years. And when recent inflation has been high, it will be higher than average for the next ten years. Yet the reality is the exact opposite. Low inflation is followed by higher than average inflation, and high inflation is followed by lower than average inflation. The price level is lower than the 2012 expectation of where it would stand in 2022! Another way of putting this is that the market assumes that any breakout of the consumer price index (CPI) will be amplified over the following ten years (Chart I-4). Yet the reality is that any breakout of the price level tends to trend-revert over the following ten years. This means that after the CPI’s decline in late 2008, the market massively underestimated where the price level would be ten years later. But earlier in 2008, when the CPI had surged, the market massively overestimated where the price level would be ten years later. Chart I-4The Market Exaggerates Any Deviations In The CPI Into The Distant Future The Market Exaggerates Any Deviations In The CPI Into The Distant Future The Market Exaggerates Any Deviations In The CPI Into The Distant Future Today in 2022, the price level seems to be uncomfortably high. But the remarkable thing is that it is still lower than the 2012 expectation of where it would stand in 2022! (Chart I-5). Chart I-5The Market Overestimates Where The Price Level Will Stand 10 Years Ahead The Market Overestimates Where The Price Level Will Stand 10 Years Ahead The Market Overestimates Where The Price Level Will Stand 10 Years Ahead The crucial point is that after surges in the price level, realised 10-year inflation turns out to be at least 1 percent lower than the bond market’s expectation (Chart I-6). This means that the ex-post real yield delivered by 10-year T-bonds turns out to be at least 1 percent higher than the ex-ante real yield that 10-year TIPS offered at the start of the ten year period (Chart of the Week). Chart I-6Actual Inflation Turns Out To Be Lower Than Expected Actual Inflation Turns Out To Be Lower Than Expected Actual Inflation Turns Out To Be Lower Than Expected It follows that after the current surge in the price level, the (actual) real yield that will be delivered by 10-year T-bonds over the next ten years will not be the -0.7 percent indicated by the TIPS 10-year real yield. Instead, if history is any guide, it will be at least +0.3 percent. Therefore, in answer to our original question, the real long-term interest rate is almost certainly not negative. Of course, the obvious comeback is that ‘this time is different’. But we really wouldn’t bet the farm on it. Many people thought this time is different during the price level surge in early 2008 as well as the lows in late 2008 and early 2020. But those times were not different. And our bet is that this time isn’t any different either. This means that the real yield on T-bonds will turn out to be much higher than that on TIPS. Long-term investors should overweight T-bonds versus TIPS. Commodities Are Vulnerable A final important observation relates to commodities. Commodity prices have been tightly tracking the 6-month inflation rate, but which way does the causality run in this tight relationship? At first glance, it might seem that the causality runs from commodity prices to the inflation rate. Yet on further consideration, this cannot be right. It is not the commodity price level that drives the overall inflation rate, it is the commodity inflation rate that drives the overall inflation rate. And in the past year, overall inflation has decoupled (upwards) from commodity inflation (Chart I-7 and Chart I-8). Chart I-7Inflation Is Tracking ##br##Commodity Prices... Inflation Is Tracking Commodity Prices... Inflation Is Tracking Commodity Prices... Chart I-8...But Inflation Should Be Tracking Commodity Inflation ...But Inflation Should Be Tracking Commodity Inflation ...But Inflation Should Be Tracking Commodity Inflation Therefore, the causality in the tight relationship between the 6-month inflation rate and commodity prices must run from backward-looking inflation to commodity prices. And the likely explanation is that investors are bidding up commodity prices as a hedge against the backward-looking inflation which they are incorrectly extrapolating into the future. Low inflation is followed by higher than average inflation, and high inflation is followed by lower than average inflation. It follows that as 6-month inflation cools, so will commodity prices. The investment conclusion is to underweight commodities, and especially to underweight those commodities that have not yet corrected. Fractal Trading Watchlist This week’s observations relate to the US dollar, alternative energy, biotech, nickel versus silver, and an update on semiconductors. The US dollar reached a point of fragility in early December, from which it experienced a classic short-term countertrend sell-off. As such, the countertrend sell-off is mostly done. Alternative energy versus old energy is approaching a major buying point. Biotech versus the market is very close to a major buying point. Nickel versus silver is very close to a major selling point. Semiconductors versus technology was on our sell watchlist last week, and has now hit its point of maximum fragility (Chart I-9). Therefore, the recommended trade is to short semiconductors versus broad technology, setting a profit target and symmetrical stop-loss at 6 percent. Chart 9Semiconductors Are Due A Reversal Semiconductors Are Due A Reversal Semiconductors Are Due A Reversal Fractal Trading Watchlist Fractal Trading Watchlist Fractal Trading Watchlist Fractal Trading Watchlist Fractal Trading Watchlist Fractal Trading Watchlist Fractal Trading Watchlist Fractal Trading Watchlist Fractal Trading Watchlist Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Footnotes 1 The expected 10-year inflation rate = (deviation of 6-month annualized inflation from 1.6)*0.2 + 1.6. 2 Inflation is based on the PCE deflator. Fractal Trading System Fractal Trades Image 6-Month Recommendations Structural Recommendations Closed Fractal Trades Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields - ##br##Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Chart II-2Indicators To Watch - Bond Yields - ##br##Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Chart II-3Indicators To Watch - Bond Yields - ##br##Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Chart II-4Indicators To Watch - Bond Yields - ##br##Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations  

Highlights The neutral rate of interest in the US is 3%-to-4% in nominal terms or 1%-to-2% in real terms, which is substantially higher than the Fed believes and the market is discounting. The end of the household deleveraging cycle, rising wealth, stronger capital spending and homebuilding, and a structurally looser fiscal stance have all increased aggregate demand. In addition, deglobalization and population aging are depleting global savings, raising the neutral rate in the process. A higher neutral rate implies that monetary policy is currently more stimulative than widely perceived. This is good news for stocks, as it reduces the near-term odds of a recession. The longer-term risk is that monetary policy will stay too loose for too long, causing the US economy to overheat. This could prompt the Fed to raise rates well above neutral, an outcome that would certainly spell the end of the secular equity bull market. Investors should overweight stocks in 2022 but look to turn more defensive in late 2023. We are taking partial profits on our long December-2022 Brent futures trade, which is up 17.3% since inception. We are also closing our short meme stocks trade. AMC and GME are down 53% and 47%, respectively, since we initiated it.  The Neutral Rate Matters At first glance, the neutral rate of interest – the interest rate consistent with full employment and stable inflation – seems like a concept only an egghead economist would care about. After all, unlike actual interest rates, the neutral rate cannot be observed in real time. The best one can do is deduce it after the fact, something that does not seem very relevant for investment decisions. While this perspective is understandable, it is misguided. The yield on a long-term bond is largely a function of what investors expect short-term rates to be over the life of the bond. Today, investors expect the Fed to raise rates to only 1.75% during this tightening cycle, a far cry from previous peaks in interest rates (Chart 1). Chart 2Investor Worries That The Fed Will Tighten Too Much Has Led To A Flattening Of The Yield Curve Investor Worries That The Fed Will Tighten Too Much Has Led To A Flattening Of The Yield Curve Investor Worries That The Fed Will Tighten Too Much Has Led To A Flattening Of The Yield Curve Chart 1Expected Rate Hikes Are A Far Cry From Previous Peaks In Interest Rates Expected Rate Hikes Are A Far Cry From Previous Peaks In Interest Rates Expected Rate Hikes Are A Far Cry From Previous Peaks In Interest Rates     Far from worrying that the Fed will keep rates too low for too long in the face of high inflation, investors are worried that the Fed will tighten too much. This is the main reason why the yield curve has flattened over the past three months and the 20-year/30-year portion of the yield curve has inverted (Chart 2). Secular Stagnation Remains The Consensus View Why are so many investors convinced that the Fed will be unable to raise rates all that much over the next few years? The answer is that most investors have bought into the secular stagnation thesis, which posits that the neutral rate of interest has fallen dramatically over time. The secular stagnation thesis comes in two versions: The first or “strong form” describes an economy that needs a deeply negative – and hence unattainable – nominal interest rate to reach full employment. Japan comes to mind as an example. The country has had near-zero interest rates since the mid-1990s; and yet it continues to suffer from deflation. The second or "weak form" describes the case where a country needs a low, but still positive, interest rate to reach full employment. Such an interest rate is attainable by the central bank, and hence creates a goldilocks outlook for investors where profits return to normal, but asset prices continue to get propped up by an ultra-low discount rate. The “weak form” version of the secular stagnation thesis arguably describes the United States. Post-GFC Deleveraging Pushed Down The Neutral Rate Chart 3 One can think of the neutral rate as the interest rate that equates aggregate demand with aggregate supply at full employment. If something causes the aggregate demand curve to shift inwards, a lower real interest rate would be required to bring demand back up (Chart 3). Like many other countries, the US experienced a prolonged deleveraging cycle following the Global Financial Crisis. The ratio of household debt-to-GDP has declined by 23 percentage points since 2008. The need for households to repair their balance sheets weighed on spending, thus necessitating a lower interest rate. Admittedly, corporate debt has risen over the past decade, with the result that overall private debt has remained broadly stable as a share of GDP (Chart 4). However, the drag on aggregate demand from declining household debt was not offset by the boost to demand from rising corporate debt. Whereas falling household debt curbed consumer spending, rising corporate debt did little to boost investment spending. This is because most of the additional corporate debt went into financial engineering – including share buybacks and M&A activity – rather than capex. In fact, the average age of the private-sector capital stock has increased from 21 years in 2010 to 23.4 years at present (Chart 5). Chart 4Household Debt Has Fallen From Its Highs, While Corporate Debt Has Risen Since The GFC Household Debt Has Fallen From Its Highs, While Corporate Debt Has Risen Since The GFC Household Debt Has Fallen From Its Highs, While Corporate Debt Has Risen Since The GFC Chart 5The Average Age Of Capital Stock Has Been Increasing The Average Age Of Capital Stock Has Been Increasing The Average Age Of Capital Stock Has Been Increasing Buoyant Consumer And Business Spending Will Prop Up The Neutral Rate Today, the US economy finds itself in a far different spot than 12 years ago. Households are borrowing again. Consumer credit rose by $40 billion in November, the largest monthly increase on record, and double the consensus estimate (Chart 6). Banks are easing lending standards across all consumer loan categories (Chart 7). Chart 6Big Jump In Consumer Credit Big Jump In Consumer Credit Big Jump In Consumer Credit Chart 7Banks Are Easing Lending Standards For All Consumer Loans Banks Are Easing Lending Standards For All Consumer Loans Banks Are Easing Lending Standards For All Consumer Loans Chart 8Net Worth Has Soared Over The Past Two Years Net Worth Has Soared Over The Past Two Years Net Worth Has Soared Over The Past Two Years Meanwhile, years of easy money have pushed up asset prices, a dynamic that was only supercharged by the pandemic. We estimate that household wealth rose by 145% of GDP between the end of 2019 and the end of 2021 – the largest two-year increase on record (Chart 8). A back-of-the-envelope calculation suggests that this increase in wealth could boost aggregate demand by 5%.1 Reacting to the prospect of stronger final demand, businesses are ramping up capex (Chart 9). After moving sideways for two decades, capital goods orders have soared. Surveys of capex intentions remain at elevated levels. Against the backdrop of empty shelves and warehouses, inventory investment should also remain robust. Residential investment will increase (Chart 10). The homeowner vacancy rate has dropped to a record low, as have inventories of new and existing homes for sale. Homebuilder sentiment rose to a 10-month high in December. Building permits are 11% above pre-pandemic levels. Amazingly, homebuilders are trading at only 7-times forward earnings. We recommend owning the sector. Chart 9Investment Spending Will Stay Strong Investment Spending Will Stay Strong Investment Spending Will Stay Strong Chart 10US Housing Will Remain Well Supported US Housing Will Remain Well Supported US Housing Will Remain Well Supported Fiscal Policy: Tighter But Not Tight Chart 11Chinese Credit Impulse Seems To Be Bottoming Chinese Credit Impulse Seems To Be Bottoming Chinese Credit Impulse Seems To Be Bottoming As in most other countries, the US budget deficit will decline over the next few years, as pandemic-related measures roll off and tax receipts increase on the back of a strengthening economy. Nevertheless, we expect the structural budget deficit to remain 1%-to-2% of GDP larger in the post-pandemic period, following the passage of the infrastructure bill last November and what is likely to be a slimmed down social spending package focusing on green energy, universal pre-kindergarten, and health insurance subsidies. The shift towards structurally more accommodative fiscal policies will play out in most other major economies. In the euro area, spending under the Next Generation EU recovery fund will accelerate later this year, with southern Europe being the primary beneficiary. In Japan, the government has approved a US$315 billion supplementary budget. Matt Gertken, BCA’s Chief Geopolitical Strategist, expects Prime Minister Kishida to pursue a quasi-populist agenda ahead of the upper house election on July 25th.  China is also set to loosen policy. The Ministry of Finance has indicated that it intends to “proactively” support growth in 2022. For its part, the PBoC cut the reserve requirement ratio by 50 basis points on December 6th. The 6-month credit impulse has already turned up (Chart 11). More Than The Sum Of Their Parts Chart 12The Labor Share Typically Rises When Unemployment Falls The Labor Share Typically Rises When Unemployment Falls The Labor Share Typically Rises When Unemployment Falls As discussed above, the end of the deleveraging cycle, rising household wealth, stronger capital spending and homebuilding, and a structurally looser fiscal stance have all increased aggregate demand in the US. While each of these factors have independently raised the neutral rate of interest, taken together, the impact has been even greater. For example, stronger consumption has undoubtedly incentivized greater investment by firms eager to expand capacity. Strong GDP growth, in turn, has pushed up asset prices, leading to even more spending. Furthermore, a tighter labor market has propped up wage growth, especially among low-wage workers. Historically, labor’s share of overall national income has increased when unemployment has fallen (Chart 12). To the extent that workers spend more of their income than capital owners, a higher labor share raises aggregate demand, thus putting upward pressure on the neutral rate. The Retreat From Globalization Will Push Up The Neutral Rate… Chart 13The Ratio Of Global Trade-To-Output Has Been Flat For Over A Decade The Ratio Of Global Trade-To-Output Has Been Flat For Over A Decade The Ratio Of Global Trade-To-Output Has Been Flat For Over A Decade Globalization lowered the neutral rate of interest both because it shifted the balance of power from workers to businesses; and also because it allowed countries such as the US, which run chronic current account deficits, to import foreign capital rather than relying exclusively on domestic savings.  The era of hyperglobalization has ended, however. The ratio of global trade-to-manufacturing output has been flat for over a decade (Chart 13). Looking out, the ratio could decline as geopolitical tensions between China and the rest of the world continue to simmer, and more companies shift production back home in order to gain greater control over the supply chains of essential goods. … As Will Population Aging Chart 14Most Of The Deceleration In US Potential Real GDP Growth Has Already Taken Place Most Of The Deceleration In US Potential Real GDP Growth Has Already Taken Place Most Of The Deceleration In US Potential Real GDP Growth Has Already Taken Place Aging populations can affect the neutral rate either by dragging down investment demand or by reducing savings. The former would lead to a lower neutral rate, while the latter would lead to a higher rate. As Chart 14 shows, most of the decline in US potential GDP growth has already occurred. According to the Congressional Budget Office, real potential GDP growth fell from over 3% in the early 1980s to about 1.9% today, mainly due to slower labor force growth. The CBO expects potential growth to edge down to 1.7% over the next few decades. In contrast, the depletion of national savings from an aging population is just beginning. Baby boomers are leaving the labor force en masse. They hold over half of US household wealth, considerably more than younger generations (Chart 15). As baby boomers transition from net savers to net dissavers, national savings will fall, leading to a higher neutral rate. The pandemic has accelerated this trend insomuch as it has caused about 1.2 million workers to retire earlier than they would have otherwise (Chart 16). Chart 15 Chart 16Number Of Retired People Jumped During The Pandemic Number Of Retired People Jumped During The Pandemic Number Of Retired People Jumped During The Pandemic To What Extent Are Higher Rates Self-Limiting? Some commentators contend that any effort by central banks to bring policy rates towards neutral would reduce aggregate demand by so much that it would undermine the rationale for why the neutral rate had increased in the first place. In particular, they argue that higher rates would drag down asset prices, thus curbing the magnitude of the wealth effect. While there is some truth to this argument, its proponents overstate their case. History suggests that stocks tend to brush off rising bond yields, provided that yields do not rise to prohibitively high levels (Table 1). Table 1As Long As Bond Yields Don’t Rise Into Restrictive Territory, Stocks Will Recover The New Neutral The New Neutral Chart 17The Equity Risk Premium Remains High The Equity Risk Premium Remains High The Equity Risk Premium Remains High The last five weeks are a case in point. Both 10-year and 30-year Treasury yields have risen nearly 40 bps since December 3rd. Yet, the S&P 500 has gained 2.7% since then. Keep in mind that the forward earnings yield for US stocks still exceeds the real bond yield by 552 bps, which is quite high by historic standards. The gap between earnings yields and real bond yields is even greater abroad (Chart 17). Thus, stocks have scope to absorb an increase in bond yields without a significant PE multiple contraction. Investment Implications Our analysis suggests that the neutral rate of interest in the US is substantially higher than widely believed. How much higher is difficult to gauge, but our guess is that in real terms, it is between 1% and 2%. This is substantially higher than survey measures of the neutral rate, which peg it at close to 0% in real terms (Chart 18). It is also significantly higher than 10-year and 30-year TIPS yields, which stand at -0.73% and -0.17%, respectively (Chart 19). The neutral rate has also increased in other economies, although not as much as in the US. Chart 18Both The Fed And Investors Have Lowered Their Estimate Of The Neutral Rate Both The Fed And Investors Have Lowered Their Estimate Of The Neutral Rate Both The Fed And Investors Have Lowered Their Estimate Of The Neutral Rate Chart 19Long-Term Real Rates Remain Depressed Long-Term Real Rates Remain Depressed Long-Term Real Rates Remain Depressed If the neutral rate turns out to be higher than the consensus view, then monetary policy is currently more stimulative than widely perceived. That is good news for stocks, as it would reduce the near-term odds of a recession. Hence, we remain positive on stocks over a 12-month horizon, with a preference for non-US equities. In terms of sector preferences, we maintain our bias for banks over tech. The longer-term risk is that monetary policy will stay too easy, causing the economy to overheat. This could prompt the Fed to raise rates well above neutral, an outcome that would certainly spell the end of the secular equity bull market. Such a day of reckoning could be reached by late 2023. Two Trade Updates We are taking partial profits on our long December-2022 Brent futures trade by cutting our position by 50%. The trade is up 17.3% since inception. Bob Ryan, BCA’s Chief Commodity Strategist, still sees upside for oil prices, so we are keeping the other half of our position for the time being. We are also closing our short meme stocks trade. AMC and GME are down 53% and 47%, respectively, since we initiated it. While the outlook for both companies remains challenging, there is an outside chance that they will find a way to leverage their meme status to create profitable businesses. This makes us inclined to move to the sidelines.   Peter Berezin Chief Global Strategist peterb@bcaresearch.com Footnotes 1 In line with published estimates, we assume that households spend 5 cents of every one dollar increase in housing wealth, 2 cents of every dollar increase in equity wealth, 10 cents out of bank deposits, and 2 cents out of other assets. Of the 145% of GDP in increased household net worth between the end of 2019 and the end of 2021, 19% stemmed from higher housing wealth, 52% from higher equity wealth, 12% from higher bank deposits, and 17% from other categories.    View Matrix Image Special Trade Recommendations Current MacroQuant Model Scores Image

Highlights We introduce a novel concept called the ‘wealth impulse’, which describes the counterintuitive relationship between wealth and economic growth. To the extent that GDP growth is impacted by wealth, the impact comes not from the level of wealth or from the change in wealth, but from the change in the increase in wealth – which we define as the wealth impulse. The global wealth impulse has entered a downcycle, which tends to last 1-2 years. Previous downcycles in the wealth impulse in 2010-11, 2013-14, and 2018-19 all coincided with US economic growth falling to, or remaining at, below-trend. A similar pattern could emerge through 2022-23. Previous downcycles in the wealth impulse also coincided with strong down-legs in the 30-year T-bond yield. This supports our view that while the long bond yield could rise by a further 40-50 bps, the recent spike in yields is simply a tactical countertrend move within a broader structural downtrend, which remains intact. Fractal trading watchlist: Bitcoin, the euro, EUR/CZK, semiconductors, and Polish 10-year bonds. Feature Feature ChartThe 'Wealth Impulse' Has Peaked The 'Wealth Impulse' Has Peaked The 'Wealth Impulse' Has Peaked The post-pandemic synchronized boom in global house prices and global stock markets has caused an unprecedented windfall in household wealth. Albeit, it is a windfall that is highly concentrated in the top fraction of the world’s households. Many commentators claim that this unprecedented wealth windfall will boost economic growth in 2022-23 through the so-called ‘wealth effect’. However, these claims belie a basic misunderstanding about how wealth impacts economic growth. In this short Special Report, we introduce a novel concept called the ‘wealth impulse’, which describes the true relationship between wealth and economic growth. Using this concept of the wealth impulse we explain why, somewhat counterintuitively, wealth will be a headwind rather than a tailwind to growth in 2022-23 (Chart I-1). It Is The ‘Impulse’ Of Wealth That Drives Growth, And The Impulse Has Peaked In accounting terms, wealth is a stock. By contrast, GDP is a change in a stock, or flow, meaning that GDP growth is a change in a flow. It follows that, to the extent that GDP growth is impacted by wealth, it must also come from the change in the flow of wealth: in other words, not from the level of wealth and not from the change in wealth, but from the change in the increase in wealth. We define this as the ‘wealth impulse’ (Charts 1-2-Chart 1-5) Chart I-2The Level Of Real Estate Wealth Has Surged… The Level Of Real Estate Wealth Has Surged... The Level Of Real Estate Wealth Has Surged... Chart I-3…But The Impulse Is Fading ...But The Impulse Is Fading ...But The Impulse Is Fading Chart I-4The Level Of Stock Market Wealth Has Surged… The Level Of Stock Market Wealth Has Surged... The Level Of Stock Market Wealth Has Surged... Chart I-5...But The Impulse Is Fading ...But The Impulse Is Fading ...But The Impulse Is Fading To be clear, your stock of wealth will also generate a flow through dividends, rents, and interest income. And the higher the level of your wealth, the larger this flow will be – Bill Gate’s flow is much larger than Joe Sixpack’s flow. But given that these income flows are dwarfed by the capital gains flows, they will play second fiddle for all-important spending growth. If all of this sounds somewhat convoluted, let’s illuminate the concept with a simple example. Say that your starting wealth of $1000 increased by $100 in 2020, and by another $100 in 2021. In this case, you have effectively gained a constant additional ‘capital gain’ flow to your income flow. Let’s say you spent a constant tenth of these capital gain flows. What would be the growth in your spending? The counterintuitive answer is zero. As there is no change in these capital gain flows, the wealth impulse would be zero, and there would be no growth in your spending: it would be $10 in 2020 and $10 in 2021. To get economic growth from the wealth effect, the increase in your wealth in 2021 would have to be greater than the $100 increase in 2020. Let’s say the increase was $150. In this case, the wealth impulse would be 50 percent and your spending would grow from $10 to $15.1 Now let’s say that after this $150 increase in 2021, your wealth increased by $200 in 2022. Given that the 2022 increase was greater than the 2021 increase, the wealth impulse would be positive, and your spending would grow. But what about the rate of growth? The counterintuitive answer is that economic growth would slow, because the wealth impulse has declined to 33 percent (200/150) in 2022 from 50 percent (150/100) in 2021. To the extent that GDP growth is impacted by wealth, it must come from the change in the increase in wealth, which we define as the ‘wealth impulse’. Finally, let’s say that your wealth increased by a further $150 in 2023. In this case, the wealth impulse would turn negative, to -25 percent (150/200). The counterintuitive thing is that, despite an increase in wealth, your spending would contract. In fact, this is precisely what is happening in the real world. The wealth impulse peaked in the second half of 2021, and has entered a downcycle. Significantly, downcycles in the wealth impulse tend to last 1-2 years, and end up in deeply negative territory. Hence, contrary to what the commentators are claiming, the ‘wealth effect’ tailwind to growth is already fading, and is highly likely to become a headwind through 2022-23. Creating A Composite Wealth Impulse By far the largest component of household wealth is real estate, meaning the value of our homes. Significantly, through the past decade, global real estate prices have become highly synchronized and correlated. Hence, we can derive a real estate wealth impulse from a reliable monthly US house price index, such as the S&P/Case-Shiller Home Price Index. One rejoinder is that real estate wealth should be measured net of the mortgage debt that is owed on our homes. However, as the wealth impulse is a change of a change in wealth, and the mortgage debt changes very slowly, it does not really matter whether we calculate the impulse from gross or net real estate wealth. Either way, the impulse is fading. The wealth impulse peaked in the second half of 2021, and has entered a downcycle. The other significant component of household wealth comes from the exposure to equities. Hence, we can derive an equity wealth impulse using a broad equity index such as the MSCI All Country World. Significantly, the equity wealth impulse also peaked in 2021 and has already fallen to zero. We can then create a ‘composite’ wealth impulse which combines real estate and equities in the three to one proportion that households hold these two main assets. Unsurprisingly, this composite wealth impulse is also fading fast (Chart I-6). Chart I-6The Composite Wealth Impulse Has Peaked The Composite Wealth Impulse Has Peaked The Composite Wealth Impulse Has Peaked One final issue relates to the periodicity of calculating the wealth impulse. All the analysis so far has related to the 1-year impulse: that is, the 1-year change in the 1-year increase in wealth. This periodicity should match the time that it takes for wealth changes to impact household behaviour. Based on theoretical and empirical evidence, the optimal periodicity is indeed around a year – especially as we also assess the change in our incomes and taxes over a year. But what if households react faster to the change in their wealth? We can address this by looking at the 6-month wealth impulse: that is, the 6-month change in the 6-month increase in wealth. These 6-month impulses for both real estate wealth and composite wealth are already deeply in negative territory (Chart I-7 and Chart I-8). Chart I-7The 6-Month Real Estate Wealth Impulse Has Turned Negative The 6-Month Real Estate Wealth Impulse Has Turned Negative The 6-Month Real Estate Wealth Impulse Has Turned Negative Chart I-8The 6-Month Composite Wealth Impulse Has Turned Negative The 6-Month Composite Wealth Impulse Has Turned Negative The 6-Month Composite Wealth Impulse Has Turned Negative What Does A Wealth Impulse Downcycle Mean? There are several drivers of economic growth and the wealth impulse is a marginal player amongst these drivers. Still, while the wealth impulse may not be the overarching cause of growth, it does have the potential to amplify the growth cycle in either direction.  Downcycles in the wealth impulse have coincided with strong down-legs in the 30-year T-bond yield. In this regard, it is notable that in the post-GFC era, upcycles in the wealth impulse have coincided with accelerations in US economic growth. Whereas downcycles in the wealth impulse through 2010-11, 2013-14, and 2018-19 have all coincided with growth falling to, or remaining at, below-trend. A similar pattern could emerge through 2022-23, in stark contrast to what many commentators are predicting (Chart I-9). Chart I-9Wealth Impulse Downcycles Coincide With Fading Or Sub-Par Growth Wealth Impulse Downcycles Coincide With Fading Or Sub-Par Growth Wealth Impulse Downcycles Coincide With Fading Or Sub-Par Growth Unsurprisingly, the post-GFC downcycles in the wealth impulse have also coincided with strong down-legs in the 30-year T-bond yield. This supports our view that while the long bond yield could rise by a further 40-50 bps, the recent spike in yields is simply a tactical countertrend move. The broader structural downtrend in the long bond yield remains intact (Chart I-10). Chart I-10Wealth Impulse Downcycles Coincide With Down-Legs In The 30-Year T-Bond Yield Wealth Impulse Downcycles Coincide With Down-Legs In The 30-Year T-Bond Yield Wealth Impulse Downcycles Coincide With Down-Legs In The 30-Year T-Bond Yield Fractal Trading Watchlist From this week, we are pleased to introduce a new section: a fractal trading ‘watchlist’, which will highlight investments that are approaching, but not yet at, points of fractal fragility that presage upcoming turning points. This will help to prepare future trades. In the starting watchlist, we highlight potential upcoming buying opportunities for bitcoin, the trade-weighted euro, and EUR/CZK, and an upcoming selling opportunity for semiconductors versus technology. Catching our eye this week though is the very aggressive sell-off in Polish government bonds relative to their peers. Inflation has surged everywhere, including in Poland, but the inflation rate in Poland remains below that in the US. This means that the massive underperformance of Polish bonds seems overdone, confirmed by an extremely fragile 260-day fractal structure (Chart I-11). Chart I-11The Underperformance Of Polish Bonds Is Overdone The Underperformance Of Polish Bonds Is Overdone The Underperformance Of Polish Bonds Is Overdone Accordingly, the recommended trade would be to overweight Polish 10-year bonds versus US 10-year T-bond (or German 10-year bunds), setting the profit-target and symmetrical stop-loss at 8 percent. Fractal Trading Watch List Fractal Trading Watch List Fractal Trading Watch List Fractal Trading Watch List Fractal Trading Watch List Fractal Trading Watch List Fractal Trading Watch List Fractal Trading Watch List Fractal Trading Watch List   Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Footnotes 1  In practice, your income flow might also rise slightly. Assuming a yield of 2 percent on your $1000 initial wealth, and a 10 percent growth rate, your income flows would evolve from $20 to $22 (in 2020) to $24.2 (in 2021), equalling a $2.2 rise in 2021. But these would be dwarfed by the capital gain flows of $100 and $150, equalling a $50 rise in 2021. Admittedly, the propensity to spend income flows is higher than the propensity to spend capital gain flows, but assuming we spend half our income flow versus a tenth of our capital gain flow, the increase in the capital gain flow would still drive the growth in spending ($5 versus $1.1). Fractal Trading System Fractal Trades Image 6-Month Recommendations Structural Recommendations Closed Fractal Trades Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields - ##br##Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Chart II-2Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Chart II-3Indicators To Watch - ##br##Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Chart II-4Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations  

Highlights US growth will slow next year, not because demand will falter, but because supply-side constraints will prevent the economy from producing as much output as households and businesses want to buy. If aggregate demand exceeds aggregate supply, the price level will rise. We argue that the US aggregate demand curve is currently quite steep. This implies that the price level may need to rise a lot to restore balance to the economy. In fact, if the aggregate demand curve is not just steep but upward-sloping, which is quite possible, there may be no price level that brings aggregate demand in line with supply; the US economy could go supernova. When supply is the binding constraint to growth, investors need to throw the old playbook for dealing with growth slowdowns out the window. Rather than positioning for lower bond yields, investors should position for higher yields. Rather than expecting a stronger dollar, investors should expect a weaker one. Rather than favoring growth stocks, large caps, and defensives, investors should favor value stocks, small caps, and cyclicals. The Binding Constraint To Growth Is Now Supply After a post-Delta wave rebound in Q4, the US economy is expected to slow over the course of 2022. The Bloomberg consensus is for US growth to decelerate from 4.9% in 2021Q4 to 4.1% in 2022Q1, 3.9% in 2022Q2, 3.0% in 2022Q3, and 2.5% in 2022Q4. Growth in the first quarter of 2023 is expected to dip further to 2.3%. We agree that US growth will slow next year but think the market narrative around this slowdown is misguided. Chart 1Plenty Of Pent-Up Demand Plenty Of Pent-Up Demand Plenty Of Pent-Up Demand The standard market playbook for dealing with an economic slowdown is to position for lower bond yields, a stronger US dollar, and a decline in commodity prices. On the equity side, the playbook calls for shifting equity exposure from cyclicals to defensives, favoring large caps over small caps, and growth stocks over value stocks. There are two major problems with this narrative. First, growth is peaking at much higher levels than before and is unlikely to return to trend at least until the second half of 2023. Second, and more importantly, US growth will slow due to supply-side constraints rather than inadequate demand. US final demand will remain robust for the foreseeable future. Households are sitting on $2.3 trillion in excess savings, equivalent to 15% of annual consumption (Chart 1). The household deleveraging cycle is over. After initially plunging during the pandemic, credit card balances are rising (Chart 2). Banks are falling over themselves to make consumer loans (Chart 3). Chart 2Revolving Credit On The Rise Again Revolving Credit On The Rise Again Revolving Credit On The Rise Again Chart 3Banks Are Easing Credit Standards For Consumers Banks Are Easing Credit Standards For Consumers Banks Are Easing Credit Standards For Consumers Chart 4A Record Rise In Household Net Worth A Record Rise In Household Net Worth A Record Rise In Household Net Worth Household net worth has risen by over 100% of GDP since the start of the pandemic (Chart 4). As we discussed two weeks ago, the wealth effect alone could boost annual consumer spending by up to 4% of GDP. Investment demand should remain strong. Business inventories are near record low levels (Chart 5). Core capital goods orders, a leading indicator for corporate capex, have soared (Chart 6). Chart 5Business Inventories Are Near Record Low Levels Business Inventories Are Near Record Low Levels Business Inventories Are Near Record Low Levels Chart 6Rise In Durable Goods Orders Bodes Well For Capex Rise In Durable Goods Orders Bodes Well For Capex Rise In Durable Goods Orders Bodes Well For Capex Chart 7The Homeowner Vacancy Rate Is Signaling The Need For More Homebuilding The Homeowner Vacancy Rate Is Signaling The Need For More Homebuilding The Homeowner Vacancy Rate Is Signaling The Need For More Homebuilding The Dodge Momentum Index, which tracks planned nonresidential construction, rose to a 13-year high in October. The home­owner vacancy rate is at multi-decade lows, signifying the need for more homebuilding (Chart 7). While increased investment will augment the nation’s capital stock down the road, the short-to-medium term effect will be to inflate demand. Policy Won’t Tighten Enough To Cool The Economy What is the mechanism that will push down aggregate demand growth towards potential GDP growth? It is unlikely to be policy. While budget deficits will narrow over the next few years, the IMF still expects the US cyclically-adjusted primary budget deficit to be nearly 3% of GDP larger between 2022 and 2026 than it was between 2014 and 2019 (Chart 8). Chart 8 Chart 9The Fed And Investors Still Believe In Secular Stagnation The Fed And Investors Still Believe In Secular Stagnation The Fed And Investors Still Believe In Secular Stagnation   As Matt Gertken, BCA’s Chief Geopolitical Strategist, writes in this week’s US Political Strategy report, the passage of the $550 billion infrastructure bill has increased, not decreased, the odds of President Biden and the Democrats passing their social spending bill via the partisan budget reconciliation process. On the monetary side, the Federal Reserve will finish tapering asset purchases next June and begin raising rates shortly thereafter. However, the Fed has no intention of raising rates aggressively. Most FOMC members see the Fed funds rate rising to only 2.5% this cycle (Chart 9). The “dots” call for only one rate hike in 2022 and three rate hikes in both 2023 and 2024. Investors expect rates to rise even less by end-2024 than the Fed foresees (Chart 10).   Chart 10 The Inflation Outlook Hinges On The Slope Of The Aggregate Demand Curve If policy tightening will not suffice in cooling demand, the economy will overheat and inflation will rise. But by how much will inflation increase? The answer is of great importance to investors. It also hinges on a seemingly technical question: What is the slope of the aggregate demand curve? As Chart 11 illustrates, prices will rise more if the aggregate demand curve is steep than if it is flat. Chart 11 Chart 12Wages Rose Faster Than Prices During The Inflationary Late-60s and 70s Wages Rose Faster Than Prices During The Inflationary Late-60s and 70s Wages Rose Faster Than Prices During The Inflationary Late-60s and 70s It is tempting to think of the aggregate demand curve in the same way one might think of the demand curve for, say, apples. When the price of apples rises, there is both a substitution and an income effect. An increase in the price of apples will cause shoppers to substitute away from apples towards oranges. In addition, if apples are so-called “normal goods,” shoppers will buy fewer apples in response to lower real incomes. This chain of reasoning breaks down at the aggregate level. When economists say the price level has risen, they are referring to all prices; hence, there is no substitution effect. Moreover, since one person’s spending is another’s income, rising prices do not necessarily translate into lower overall real incomes. Granted, if nominal wages are sticky, as they usually are in the short run, an unanticipated increase in prices will reduce real wage income. However, this will be offset by higher business income. Over time, wages tend to catch up with prices. In fact, wage growth usually outstrips price growth during inflationary periods. For example, real wages rose during the late-1960s and 70s but fell during the disinflationary 1980s (Chart 12). Textbook Reasons For A Downward-Sloping Aggregate Demand Curve According to standard economic theory, there are three main reasons why aggregate demand curves are downward-sloping: The Pigou Effect: Higher prices erode the purchasing power of money, resulting in a negative wealth effect. The Keynes Effect: Higher prices reduce the real money supply. This pushes up real interest rates, leading to lower investment spending. The Mundell-Fleming Effect: Higher real rates push up the value of the currency, causing net exports to decline. None of these three factors are particularly important for the US these days. Chart 13Base Money Has Swollen Since The Subprime Crisis Base Money Has Swollen Since The Subprime Crisis Base Money Has Swollen Since The Subprime Crisis Strictly speaking, the Pigou wealth effect applies only to “base money,” also known as “outside money.” Outside money includes cash notes, coins, and bank reserves. Inside money such as bank deposits are not included in the Pigou effect because while an increase in consumer prices decreases the real value of bank deposits, it also decreases the real value of commercial bank liabilities.1  In the US, the monetary base has swollen from 6% of GDP in 2008 to 28% of GDP as a result of the Fed’s QE programs (Chart 13). Nevertheless, even if one were to generously assume a wealth effect of 10% from changes in monetary holdings, this would still imply that a 1% increase in consumer prices would reduce spending by only 0.03% of GDP. Simply put, the Pigou effect is just not all that big. Chart 14 In contrast to the Pigou effect, the Keynes effect has historically had a significant impact on the business cycle. However, the importance of the Keynes effect faded following the Global Financial Crisis as the Fed found itself up against the zero lower bound on interest rates. When interest rates are very low, there is little to distinguish money from bonds. Rather than holding money as a medium of exchange (i.e., for financing transactions), households and businesses end up holding money mainly as a store of wealth. In the presence of the zero bound, the demand for money becomes perfectly elastic with respect to the interest rate (Chart 14). As a result, changes in the real money supply have no effect on interest rates, and by extension, interest-rate sensitive spending. And if a decline in the real money supply does not push up interest rates, this undermines the Mundell-Fleming effect as well. Could The Aggregate Demand Curve Be Upward-Sloping? The discussion above, though rather theoretical in nature, highlights an important practical point: The aggregate demand curve may be quite steep. This means that the price level might need to rise a lot to equalize aggregate demand with aggregate supply. Chart 15US Real Bond Yields Hitting Record Lows US Real Bond Yields Hitting Record Lows US Real Bond Yields Hitting Record Lows In fact, one can easily envision a scenario where a rising price level boosts spending; that is, where the demand curve is not just steep but upward-sloping. One normally assumes that higher inflation will prompt central banks to raise rates by more than inflation has risen, leading to higher real rates. However, if the Fed drags its feet in hiking rates, as it is wont to do given its concerns about the zero bound, rising inflation will translate into a decline in real rates. Lower rates will boost demand, leading to higher inflation, and even lower real rates. In addition, lower real rates will benefit debtors, who tend to have a higher marginal propensity to spend than creditors. This, too, will also boost aggregate demand. It is striking in this regard that real bond yields hit a record low this week, with the 10-year TIPS yield falling to -1.17% and the 30-year yield drooping to -0.57% (Chart 15). Black Holes Vs. Supernovas Chart 16 In the case where the aggregate demand curve is upward-sloping, there is no stable equilibrium (Chart 16). If demand falls short of supply, demand will continue to shrink as the price level declines, leading to ever-rising unemployment. Unless policymakers intervene with stimulus, the economy will sink into a deflationary black hole. In contrast, if demand exceeds supply, demand will continue to rise as the price level increases exponentially. The economy will go supernova. Tick Tock Young stars fuse hydrogen into helium, releasing excess energy in the process. After the star has run out of hydrogen, if it is big enough, it will start fusing helium into heavier elements such as carbon and oxygen. The process of nucleosynthesis continues until it reaches iron. That is the end of the line. Fusing elements heavier than iron requires a net input of energy. Unable to generate enough external pressure through fusion, the star loses its battle to gravity. The core collapses, spewing material deep into interstellar space (a good thing since your body is mainly made from this stardust). Observing the star from afar, one would be hard-pressed to see anything abnormal until it explodes. The path to becoming a supernova is highly non-linear. The same is true for inflation. Just like a star with an ample supply of hydrogen, the Fed can burn through its credibility for a while longer. During the 1960s, it took four years for inflation to take off after the economy had reached full employment (Chart 17). By that time, the unemployment rate was two percentage points below NAIRU. Most of today’s inflation is confined to durable goods. This is not a sustainable source of inflation. The durable goods sector is the only part of the CPI where prices usually fall over time (Chart 18). Chart 17Inflation Spiked In The 1960s Only Once The Unemployment Rate Had Fallen Far Below Equilibrium Inflation Spiked In The 1960s Only Once The Unemployment Rate Had Fallen Far Below Equilibrium Inflation Spiked In The 1960s Only Once The Unemployment Rate Had Fallen Far Below Equilibrium Chart 18Inflation Has Been Concentrated In Durable Goods, A Sector Where Prices Usually Fall Over Time Inflation Has Been Concentrated In Durable Goods, A Sector Where Prices Usually Fall Over Time Inflation Has Been Concentrated In Durable Goods, A Sector Where Prices Usually Fall Over Time To get inflation to go up and stay up in modern service-based economies, wages need to rise briskly. While US wage growth has picked up, the bulk of the increase has been among low-wage workers, particularly in the services and hospitality sector (Chart 19). Chart 19Wage Growth Has Picked Up, But Mainly At The Bottom Of The Income Distribution Wage Growth Has Picked Up, But Mainly At The Bottom Of The Income Distribution Wage Growth Has Picked Up, But Mainly At The Bottom Of The Income Distribution The most likely scenario for next year is that firms will simply ration output, fearful that raising prices too quickly will hurt brand loyalty and trigger accusations of price gouging. Shortages will persist, but this time they will be increasingly concentrated in the service sector. Such a state of affairs will not last, however. Competition for workers will cause wages to rise much more than they have so far. Keen to protect profit margins, firms will start jacking up prices. A wage-price spiral will develop. The US economy could go supernova. Investment Conclusions Chart 20Long-Term Inflation Expectations Are Near The Bottom End Of The Fed's Comfort Zone Long-Term Inflation Expectations Are Near The Bottom End Of The Fed's Comfort Zone Long-Term Inflation Expectations Are Near The Bottom End Of The Fed's Comfort Zone US growth will slow next year, not because demand will falter, but because supply-side constraints will prevent the economy from producing as much output as households and businesses want to buy. This means that the old playbook for dealing with growth slowdowns needs to be thrown out the window. Rather than positioning for lower bond yields, investors should position for higher yields. Rather than expecting a stronger dollar, investors should expect a weaker one. Rather than favoring growth stocks, large caps, and defensives, investors should favor value stocks, small caps, and cyclicals. While inflation expectations have recovered from their pandemic lows, the 5-year/5-year forward TIPS breakeven inflation rate is still near the bottom end of the Fed’s comfort zone (Chart 20). Rising inflation expectations will lift long-term bond yields, justifying a short duration stance in fixed-income portfolios. Higher bond yields will benefit value stocks. Chart 21 shows that there has been a strong correlation between the relative performance of growth and value stocks and the 30-year bond yield this year. Rising input prices will make the US export sector less competitive, leading to a weaker dollar. Historically, non-US stocks have done well when the dollar has been weakening (Chart 22). Chart 21The Relative Performance of Value Stocks Has Closely Tracked Bond Yields This Year The Relative Performance of Value Stocks Has Closely Tracked Bond Yields This Year The Relative Performance of Value Stocks Has Closely Tracked Bond Yields This Year Chart 22Non-US Stocks Tend To Do Best When The US Dollar Is Weakening Non-US Stocks Tend To Do Best When The US Dollar Is Weakening Non-US Stocks Tend To Do Best When The US Dollar Is Weakening As for the overall stock market, with the Fed still in the dovish camp, it is too early to turn negative on equities. An equity bear market is coming, but not until rising inflation forces the Fed to step up the pace of rate hikes. That will probably not happen until mid-2023. Short Gilt Trade Activated We noted last week that we would go short the 10-year UK Gilt if the yield broke below 0.85%. Our limit order was activated on November 5th and we are now short this security.   Peter Berezin Chief Global Strategist pberezin@bcaresearch.com Footnotes 1  To distinguish between inside and outside money, one should ask where the liability resides. If the liability resides within the private sector, it is inside money. By convention, central bank reserves are classified as outside money. However, one could argue that since taxpayers ultimately own the central bank, an increase in the price level will benefit taxpayers by eroding the real value of the central bank’s liability. If one were to take this view, the Pigou effect would be even weaker. Global Investment Strategy View Matrix Image Special Trade Recommendations Image Current MacroQuant Model Scores Image

In lieu of next week’s report, I will be presenting the quarterly Counterpoint webcast titled ‘Where Is The Groupthink Wrong? (Part 2)’. I do hope you can join. Highlights If a continued surge in the oil price – or other commodity or goods prices – started driving up the 30-year T-bond yield, the markets and the economy would feel the pain. We reiterate that the pain point at which the Fed would be forced to volte-face is only around 30 bps away on the 30-year T-bond, equal to a yield of around 2.4-2.5 percent. That would be a great buying opportunity for bonds. Given the proximity of this pain point, it is too late to short bonds, or for equity investors to rotate into value and cyclical equity sectors. That tactical opportunity has almost played out. On a 6-month and longer horizon, equity investors should prefer long-duration defensive sectors such as healthcare. Chinese long-duration bond yields are on a structural downtrend. Fractal analysis: The Korean won is oversold. Feature Many people have noticed the suspicious proximity of oil price surges to subsequent economic downturns – most recently, the 1999-2000 trebling of crude and the subsequent 2000-01 downturn, and the 2007-2008 trebling of crude and the subsequent 2008-09 global recession. Begging the question, should we be concerned about the trebling of the crude oil price since March 2020? Of course, we know that the root cause of both the 2000-01 downturn and the 2008-09 recession was not the oil price surge that preceded them. As their names make crystal clear, the 2001-01 downturn was the dot com bust and the 2008-09 recession was the global financial crisis. And yet, and yet… while the oil price surge was not the culprit, it was certainly the accessory to both murders, by driving up the bond yield and tipping an already fragile market and economy over the brink. Today, could oil become the accessory to another murder? (Chart I-1) Chart I-1AOil Was The Accessory To The Murder In 2008... Oil Was The Accessory To The Murder In 2008... Oil Was The Accessory To The Murder In 2008... Chart I-1B...Could It Become The Accessory To Another Murder? ...Could It Become The Accessory To Another Murder? ...Could It Become The Accessory To Another Murder?   Oil Is The Accessory To Many Murders Turn the clock back to the 1970s, and it might seem more straightforward that the recession of 1974 was the direct result of the oil shock that preceded it. Yet even in this case, we can argue that oil was the accessory, rather than the true culprit of that murder. It is correct that the specific timing, magnitude, and nature of OPEC supply cutbacks were closely related to geopolitical events – especially the US support for Israel in the Arab-Israeli war of October 1973. Yet as neat and popular as this explanation is, it ignores a bigger economic story: the collapse in August 1971 of the Bretton Woods ‘pseudo gold standard’, which severed the fixed link between the US dollar and quantities of commodities. To maintain the real value of oil, the OPEC countries were raising the price of crude oil well before October 1973. Meaning that while geopolitical events may have influenced the precise timing and magnitude of price hikes, OPEC countries were just ‘staying even’ with the collapsing real value of the US dollar, in which oil was priced. Seen in this light, the true culprit of the recession was the collapse of the Bretton Woods system, and the oil price surge through 1973-74 was just the accessory to the murder (Chart I-2). Chart I-2In 1973-74, OPEC Was Just 'Staying Even' With A Collapsing Real Value Of The Dollar In 1973-74, OPEC Was Just 'Staying Even' With A Collapsing Real Value Of The Dollar In 1973-74, OPEC Was Just 'Staying Even' With A Collapsing Real Value Of The Dollar A quarter of a century later in 1999, the oil price again trebled within a short time span – and by the turn of the millennium, the ensuing inflationary fears had pushed up the 10-year T-bond yield from 4.5 percent to almost 7 percent (Chart I-3). With stocks already looking expensive versus bonds, it was this increase in the bond yield – rather than a decline in the equity earnings yield – that inflated the equity bubble to its bursting point in early 2000 (Chart I-4). Chart I-3In 1999, As Oil Surged, So Did The Bond Yield... In 1999, As Oil Surged, So Did The Bond Yield... In 1999, As Oil Surged, So Did The Bond Yield... Chart I-4...Making Expensive Equities Even More Expensive ...Making Expensive Equities Even More Expensive ...Making Expensive Equities Even More Expensive To repeat, for the broader equity market, the last stage of the bubble was not so much that stocks became more expensive in absolute terms (the earnings yield was just moving sideways). Rather, stock valuations worsened markedly relative to sharply higher bond yields. Seen in this light, the oil price surge through 1999 was once again the accessory to the murder. Eight years later in 2007-08, the oil price once again trebled with Brent crude reaching an all-time high of $146 per barrel in July 2008. Again, the inflationary fears forced the 10-year T-bond yield to increase, from 3.25 percent to 4.25 percent during the early summer of 2008 (Chart I-5) – even though the Federal Reserve was slashing the Fed funds rate in the face of an escalating financial crisis (Chart I-6). Chart I-5In 2008, As Oil Surged, So Did The Bond Yield... In 2008, As Oil Surged, So Did The Bond Yield... In 2008, As Oil Surged, So Did The Bond Yield... Chart I-6...Even Though The Fed Was Slashing Rates In The Face Of A Financial Crisis ...Even Though The Fed Was Slashing Rates In The Face Of A Financial Crisis ...Even Though The Fed Was Slashing Rates In The Face Of A Financial Crisis Suffice to say, driving up bond yields in the summer of 2008 – in the face of the Fed’s aggressive rate cuts and a global financial system teetering on the brink – was not the smartest thing that the bond market could do. On the other hand, neither could it override its Pavlovian fears of the oil price trebling. Seen in this light, the oil price surge through 2007-08 was once again the accessory to the murder. Inflationary Fears May Once Again Lead To Murder Fast forward to today, and the danger of the recent trebling of the oil price comes not from the oil price per se. Instead, just as in 2000 and 2008, the danger comes from its potential to drive up bond yields, which can tip more systemically important economic and financial fragilities over the brink. One such fragility is the extreme sensitivity of highly-valued growth stocks to the 30-year T-bond yield, as explained in The Fed’s ‘Pain Point’ Is Only 30 Basis Points Away. On this note, one encouragement is that while shorter duration yields have risen sharply through October, the much more important 30-year T-bond yield has just gone sideways. A much bigger systemic fragility lies in the $300 trillion global real estate market, as explained in The Real Risk Is Real Estate (Part 2). Specifically, the global real estate market has undergone an unprecedented ten-year boom in which prices have doubled in every corner of the world. Over the same period, rents have risen by just 30 percent, which has depressed the global rental yield to an all-time low of 2.5 percent. Structurally depressed rental yields are justified by structurally depressed 30-year bond yields. Therefore, any sustained rise in 30-year bond yields risks undermining the foundations of the $300 trillion global real estate market (Chart I-7). Chart I-7Structurally Depressed Rental Yields Are Justified By Structurally Depressed 30-Year Bond Yields Structurally Depressed Rental Yields Are Justified By Structurally Depressed 30-Year Bond Yields Structurally Depressed Rental Yields Are Justified By Structurally Depressed 30-Year Bond Yields Nowhere is this truer than in China, where prime real estate yields in the major cities are at a paltry 1 percent. In this context, the recent woes of real estate developer Evergrande are just the ‘canary in the coalmine’ warning of an extremely fragile Chinese real estate sector. This will put downward pressure on China’s long-duration bond yields. As my colleague, BCA China strategist, Jing Sima, points out, “Chinese long-duration bond yields are on a structural downtrend…yields are likely to move structurally to a lower bound.” But it is not just in China. Real estate is at record high valuations everywhere and contingent on no major rise in long-duration bond yields. In the US, there is a tight relationship between the (inverted) 30-year bond yield and mortgage applications for home purchase (Chart I-8), and a tight relationship between mortgage applications for home purchase and building permits (Chart I-9). Thereby, higher bond yields threaten not only real estate prices. They also threaten the act of building itself, an important swing factor in economic activity. Chart I-8The Bond Yield Drives Mortgage Applications... The Bond Yield Drives Mortgage Applications... The Bond Yield Drives Mortgage Applications... Chart I-9...And Mortgage Applications Drive Building Permits ...And Mortgage Applications Drive Building Permits ...And Mortgage Applications Drive Building Permits To repeat, focus on the 30-year T-bond yield – as this is the most significant driver for both growth stock valuations, and for real estate valuations and activity. To repeat also, the 30-year T-bond yield has been generally well-behaved over the past few months. But if a continued surge in the oil price – or other commodity or goods prices – started driving up the 30-year T-bond yield, the markets and the economy would feel pain. And at some point, this pain would force the Fed to volte-face. We reiterate that this pain point is only around 30 bps away, equal to a yield on 30-year T-bond of around 2.4-2.5 percent – a level that would be a great buying opportunity for bonds. Given the proximity of this pain point, it is too late to short bonds or for equity investors to rotate into value and cyclical equity sectors. That tactical opportunity has almost played out. On a 6-month and longer horizon, equity investors should prefer long-duration defensive sectors such as healthcare. The Korean Won Is Oversold Finally, in this week’s fractal analysis, we note that the Korean won is oversold – specifically versus the Chinese yuan on the 130-day fractal structure of that cross (Chart I-10). Chart I-10The Korean Won Is Oversold The Korean Won Is Oversold The Korean Won Is Oversold Given that previous instances of such fragility have reliably indicated trend changes, this week’s recommended trade is long KRW/CNY, setting the profit target and symmetrical stop-loss at 2 percent.   Dhaval Joshi Chief Strategist dhaval@bcaresearch.com 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 ##br##- Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Chart II-2Indicators To Watch - Bond Yields ##br##- Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Chart II-3Indicators To Watch - Bond Yields ##br##- Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Chart II-4Indicators To Watch - Bond Yields ##br##- Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations  

Highlights The current burst of inflation in developed economies is due to a (negative) supply shock rather than a (positive) demand shock. Consumer complaints of “poor buying conditions” mean that higher prices will cause demand destruction. Hence, it is extremely dangerous for central banks to respond with the signalling of tighter policy that leads to higher bond yields. The upper limit to the 10-year T-bond yield is no higher than 1.8 percent. Hence, this yield level would be a good cyclical entry point into both stocks and bonds. Continue to underweight consumer discretionary versus the market, given the very tight connection between weaker spending on durables and the underperformance of the goods dominated consumer discretionary sector. Commodities whose prices have not yet corrected are at much greater risk than those whose prices have corrected. Hence a new cyclical recommendation is to go underweight tin versus iron ore. Fractal analysis: Netflix versus Activision Blizzard, and AUD/NZD. Feature Chart of the Week"Buying Conditions Are Poor" "Buying Conditions Are Poor" "Buying Conditions Are Poor" The current burst of inflation in developed economies is due to a (negative) supply shock rather than a (positive) demand shock. Getting this diagnosis right is crucial, because responding to supply shock generated inflation with tighter monetary policy is extremely dangerous. Responding to supply shock generated inflation with tighter monetary policy is extremely dangerous. The current burst of inflation cannot be due to a demand shock. If it was, aggregate demand would be surging. But it is not. For example, in the US, both consumer spending and income lie precisely on their pre-pandemic trend (Chart I-2). Furthermore, consumers are complaining that high prices for household durables, homes, and cars have caused “the poorest buying conditions in decades”, according to the University of Michigan’s latest consumer sentiment survey. If a positive demand shock was boosting incomes relative to prices, consumers would not be making this complaint. Given that they are making this complaint, there is the real risk of demand destruction. Meanwhile, employment remains far below its pre-pandemic trend. For example, in the US, by about 8 million jobs (Chart I-3). How can demand be on trend, but employment so far below trend? As an economic identity, the answer is that productivity has surged. Yet this should come as no surprise, because after recessions, productivity always surges. Chart I-2Demand Is On Trend... Demand Is On Trend... Demand Is On Trend... Chart I-3...But Employment Is Well Below Trend ...But Employment Is Well Below Trend ...But Employment Is Well Below Trend After Recessions, Productivity Always Surges As we explained in What The Olympics Teaches Us About Productivity Growth, productivity growth comes from better biology (which improves both our physical and intellectual capacity), better technology, and finding better ways to do the same thing. Of these three drivers, the first two are continuous processes but the third, finding better ways to do the same thing, is a step function whose up-steps come after disruptive changes in the economy such as recessions (Chart I-4). Chart I-4After Recessions, Productivity Always Surges After Recessions, Productivity Always Surges After Recessions, Productivity Always Surges To do things better, a recession is the necessary catalyst for the wholesale adoption of an existing technology. For example, the mass manufacturing of autos already existed well before the Great Depression, but the Depression catalysed its wholesale adoption. Likewise, word processors existed well before the dot com bust, but the 2000 recession finally killed the office typing pool. In the same way, the technology for remote meetings and online shopping has been around for years, but the pandemic has catalysed its wholesale adoption. Of course, it is sub-optimal to meet people remotely or shop online all the time. But it is also sub-optimal to do these things in-person all the time. The most productive way is some hybrid of remote and in-person, which will differ for each person. The pandemic has given us the opportunity to find this personally optimal hybrid, and thereby to boost our productivity. The current boost to productivity could be larger than those after previous recessions because the pandemic has reshaped the entire economy. The current boost to productivity could be larger than those after previous recessions because the pandemic has forced us all to challenge our best practices. This is different from previous post-recession periods where transformations were focussed in one sector. For example, the 80s recession reshaped manufacturing, the dot com bust changed the technology sector, and the 2008 recession transformed the financial sector. By comparison, the current transformation is reshaping the entire economy. Yet, if productivity is booming, why has inflation spiked? The answer is that we have experienced a massive and unprecedented (negative) supply shock. It’s A Supply Shock, Not A Demand Shock To repeat, there has been no positive shock in aggregate demand. Yet there has been a massive shock in the distribution of this demand. Pandemic restrictions on socialising, interacting, and movement meant that leisure, hospitality, in-person shopping, and travel services were unavailable. As spending on services slumped, consumers shifted their firepower to items that could be enjoyed within the pandemic’s confines; namely, durable goods (Chart I-5). Chart I-5A Massive Displacement In The Distribution Of Demand Led To Supply Shocks A Massive Displacement In The Distribution Of Demand Led To Supply Shocks A Massive Displacement In The Distribution Of Demand Led To Supply Shocks The problem is that modern supply chains have few, if any, built-in redundancies. They are always working ‘just in time’ and cannot cope with any surge in demand. To make matters worse, the type of goods in high demand also shifted: for example, from electronic goods during full lockdown – to cars when lockdowns eased, and people required local mobility. These shifting spikes in demand stressed and indeed snapped fragile supply chains, resulting in skyrocketing prices for durables. To assess the contribution to overall inflation, we need to gauge the deviation from the pre-pandemic trend. Relative to where they would have been, prices are higher by 0.5 percent for services, 1 percent for non- durables, but by a staggering 10 percent for durables. It follows that most of the current burst of inflation is due to the supply shock for durables (Chart of the Week). But now, consumer complaints that “buying conditions are poor” imply that high prices risk demand destruction as people wait for better conditions (lower prices) to make non-essential purchases. In any case, as we learn to live with the pandemic, the shock in the distribution of demand is easing. Meaning that the abnormally high spending on durable goods has a long way to fall. Furthermore, supply bottlenecks always clear as output responds with a lag. This risks unleashing a flood of supply just as higher prices have destroyed demand. Add to this mix a slowdown, or worse a slump, in China’s real estate and construction sector as we highlighted last week in The Real Risk Is Real Estate (Part 2). And the irony is that, for many global sectors, there could be a demand shock after all but it would be a negative demand shock. Three Investment Recommendations As consumers’ current complaints of poor buying conditions testify, the higher prices that come from a supply shock eventually lead to demand destruction. Hence, it is extremely dangerous for central banks to respond with tighter policy, including the signalling of tighter policy that leads to higher bond yields. The higher bond yields will, with a lag, choke demand just as the supply bottlenecks ease and unleash a flood of supply. Resulting in a deflationary shock for the economy, stock market, and commodities (Chart I-6). Chart I-6When Supply Shocks Ease, Prices Slump When Supply Shocks Ease, Prices Slump When Supply Shocks Ease, Prices Slump On this basis, we are making three investment recommendations: The upper limit to the 10-year T-bond is no higher than 1.8 percent, as we detailed in Stocks, Not The Economy, Will Set The Upper Limit To Bond Yields. Hence, this yield level would be a good cyclical entry point into both stocks and bonds. Continue to underweight consumer discretionary plays versus the market, given the very tight connection between spending on durables and the relative performance of the goods dominated consumer discretionary plays in the stock market. As supply shocks always ultimately ease, those commodities whose prices have not yet corrected are at much greater risk than those commodities whose prices have corrected. Specifically, the price of industrial metals such as tin are at their most stretched versus iron ore in a decade (Chart I-7). Moreover, this fragility is confirmed by fractal analysis (Chart I-8 and Chart I-9). Chart I-7Tin Is Very Stretched Versus Iron Ore Tin Is Very Stretched Versus Iron Ore Tin Is Very Stretched Versus Iron Ore Chart I-8Tin Is Fragile Tin Is Fragile Tin Is Fragile Chart I-9Tin Versus Iron Ore Is Fragile Tin Versus Iron Ore Is Fragile Tin Versus Iron Ore Is Fragile Hence, as a new cyclical recommendation, go underweight tin versus iron ore. Netflix Versus Activision Blizzard, And AUD/NZD Are Susceptible To Reversal In pure entertainment plays, the strong outperformance of Netflix versus Activision Blizzard has been fuelled by the delta wave of the virus, which helped Netflix, combined with the Chinese crackdown on gaming companies, which weighed down the whole gaming sector including Activision. The gaming company was also hit by a discrimination lawsuit, which it has now settled. Fractal analysis suggests that this strong outperformance is now fragile. Accordingly, the recommended trade is to short Netflix versus Activision Blizzard, setting a profit target and symmetrical stop-loss at 10 percent (Chart I-10). Chart I-10Netflix Versus Activision Blizzard Is Susceptible To Reversal Netflix Versus Activision Blizzard Is Susceptible To Reversal Netflix Versus Activision Blizzard Is Susceptible To Reversal Meanwhile, in foreign exchange, the recent sell-off in AUD/NZD has reached fragility on the 130-day dimension which has reliably signalled previous reversal points (Chart I-11). Hence, the recommended trade is long AUD/NZD, setting a profit target and symmetrical stop-loss at 2 percent. Chart I-11AUD/NZD Is Likely To Rebound AUD/NZD Is Likely To Rebound AUD/NZD Is Likely To Rebound   Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Fractal Trading System Fractal Trades 6-Month Recommendations Structural And Thematic Recommendations Closed Fractal Trades   Indicators To Watch - Bond Yields Chart II-1Indicators To Watch - Bond Yields ##br##- Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Chart II-2Indicators To Watch - Bond Yields ##br##- Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Chart II-3Indicators To Watch - Bond Yields ##br##- Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Chart II-4Indicators To Watch - Bond Yields ##br##- Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-7Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations  

Highlights Recent progress on the path to a post-pandemic state and the return to pre-COVID economic conditions has been mixed. The share of vaccinated individuals continues to rise globally, and the number of confirmed UK cases has recently peaked. However, vaccine penetration remains comparatively low in the US, and there has been no meaningful change in the pace of vaccination. Given the emergence of the delta variant as well as vaccine hesitancy in some countries, policymakers currently face a trilemma that is conceptually similar to the Mundell-Fleming Impossible Trinity. The pandemic version of the Impossible Trinity suggests that policymakers cannot simultaneously prevent the reintroduction of pandemic control measures while maintaining a functioning medical system and the complete freedom of individuals to choose whether or not to be vaccinated. Were they to occur, the imposition of renewed pandemic control measures or a dangerous rise in hospitalizations this fall would likely weigh on earnings expectations, at a time when income support for households negatively impacted by the pandemic will be withdrawn. The delta variant of COVID-19 is not vaccine-resistant, meaning that a delta-driven surge in hospitalizations this fall could delay – but not prevent – eventual asset purchase tapering and rate hikes from the Fed. 10-year Treasury yields are well below the fair value implied by a mid-2023 rate hike scenario, underscoring that the recent decline in long-maturity yields is overdone. The recent (slight) tick higher in China’s credit impulse is perhaps a sign that the worst of the credit slowdown has already occurred, but we do not expect a rising trend without a genuine shift toward a looser monetary policy stance. As such, a normalization in services spending in advanced economies remains the likely impulse for global growth over the coming year, at least over the coming 3-6 months. On a 12-month time horizon, we would recommend that investors position for the underperformance of financial assets that are negatively correlated with long-maturity government bond yields. However, for investors more focused on the near term, we would note the potential for further underperformance of cyclical sectors, value stocks, international equities, and most global ex-US currencies versus the US dollar – depending heavily on the evolution of the medical situation in the US and the subsequent response from policymakers. Feature Since we published our last report, progress made on the path to a post-pandemic state and the return to pre-COVID economic conditions have been mixed. Encouragingly, Chart I-1 highlights that the share of people who have received at least one dose of COVID-19 vaccine continues to rise outside of Africa, which continues to be impacted by India’s ban on vaccine exports. By the end of September, at least a quarter of the world’s population will have been fully vaccinated against COVID-19, and many more will have received at least one dose. Pfizer’s plan to request emergency authorization for its vaccine for children aged 5-11 by October also stands to raise total vaccination rates in advanced economies even further by the end of the year. In addition, Chart I-2 presents further evidence that the relationship between new cases of COVID-19 and hospitalization has truly been altered. The chart shows that the number of patients in UK hospitals is much lower than what would be implied by the number of new cases, which itself now appears to have peaked at a lower level than that of January. Given that the strain on the medical system is the dominant constraint facing policymakers, a modest rise in hospitalizations implies a durable end to pandemic restrictions and a return to economic normality. Chart I-1Global Vaccination Progress Continues Global Vaccination Progress Continues Global Vaccination Progress Continues Chart I-2Vaccines Have Truly Altered The Relationship Between Cases And Hospitalizations Vaccines Have Truly Altered The Relationship Between Cases And Hospitalizations Vaccines Have Truly Altered The Relationship Between Cases And Hospitalizations   However, the risk from the delta variant appears to be higher in the US than in the UK, due to a lower level of vaccine penetration. Only 56% of the US population has received at least one dose of a COVID-19 vaccine, compared with 67% in Israel, 69% in the UK, and 71% in Canada. And thus far, there has been no meaningful change in the pace of vaccination in the US in response to the threat from the delta variant, despite recent exhortations from politicians and media personalities from both sides of the political spectrum. The Impossible Trinity: Pandemic Edition Last year, most investors would have said that the existence of a safe and effective vaccine would likely be enough to durably end the pandemic. But given the development of more dangerous variants of the disease, and the existence of vaccine hesitancy in many countries, policymakers now face a trilemma that is conceptually similar to the concept of the “Impossible Trinity” as described by Mundell and Fleming. The upper portion of Chart I-3 illustrates the standard view of the Impossible Trinity, which posits that policymakers must choose one side of the triangle, while foregoing the opposite economic attribute. For example, most modern economies have chosen “B,” gaining the free flow of capital and independent monetary policy by giving up a fixed exchange rate regime (and allowing currency volatility). By contrast, Hong Kong has chosen side “A,” meaning that its monetary policy is driven by the Federal Reserve in exchange for a pegged currency and an open capital account. The lower portion of Chart I-3 presents the pandemic version of the trilemma, which sees policymakers having to choose two of these three outcomes: No economically-damaging pandemic control restrictions placed on society A functioning medical system The complete freedom of individuals to choose whether or not to be vaccinated Chart I-3Variants And Vaccine Hesitancy Have Created A Difficult Choice For Policymakers August 2021 August 2021 In reality, the pandemic version of the Impossible Trinity is likely to be resolved in a fashion similar to how China views the original trilemma,1 which is to distribute a 200% “adoption rate” among the three competing choices. In essence, this means that policymakers will likely partially adopt all three measures with a degree of intensity that will change over time in response to the prevailing circumstances. Chart I-4No Sign Yet Of A Pickup In US Vaccination Rates No Sign Yet Of A Pickup In US Vaccination Rates No Sign Yet Of A Pickup In US Vaccination Rates But Chart I-4 is a clear example of the differences in approach adopted by the US in response to vaccine hesitancy compared to other. So far, attempts to convince vaccine-hesitant Americans to get their shot have relied mostly on “carrot” approaches in an attempt to preserve individual freedom of choice, i.e. side “B” in Chart I-3. As noted above, these measures, so far, have failed, as there has been no noticeable uptick in the pace of vaccine doses administered in the US over the past month. By contrast, France, like several other countries, has begun to use “stick” approaches that push it more toward side “A” of the trilemma. In mid-July, French President Emmanuel Macron announced that French citizens who want to visit cafes, bars or shopping centers must show proof of vaccination or a negative test result. The policy also mandated that French health care and nursing home workers must be vaccinated. The result was a sharp, and thus far sustained, uptick in the pace of doses administered. For equity investors, the risk is that the politically contentious nature of vaccine mandates in the US will cause policymakers to acquiesce to renewed pandemic control measures this fall if the delta variant continues to spread widely over the coming few months (as seems likely). Alternatively, policymakers may allow a dangerous increase in hospitalizations, but this would merely postpone the imposition of control measures – and they would be more severe once reintroduced. Thus, there is a legitimate risk that the spread of the delta variant in the US does weigh on earnings expectations, especially for consumer-oriented services companies, at a time when income support for households negatively impacted by the pandemic will be withdrawn. Bond Yields, Delta, And Slowing Growth Momentum Chart I-5Growth Momentum Has Slowed... Growth Momentum Has Slowed... Growth Momentum Has Slowed... Of course, many investors would point to the significant decline in US 10-year bond yields since mid-March as having already acted in response to waning growth momentum. For example, the peak in US bond yields coincided with the March peak in the ISM manufacturing PMI, as well as a meaningful shift lower in the US economic surprise index (Chart I-5). Without a soaring inflation surprise index, the overall economic surprise index for the US would likely already be negative. The takeaway for some investors has been that a decline in yields has been normal given that the economy has passed its point of maximum strength. But there are two aspects of this narrative that do not accord with the data. First, Chart I-6 highlights that growth is peaking from an extremely strong pace, making it difficult to justify the magnitude of the decline in long-term yields over the past few months. And second, Chart I-7 highlights that the decline in the US 10-year yield closely corresponds to delta variant developments in the US. The chart shows that the 10-year yield broke below 1.5% shortly after the effective US COVID-19 reproduction rate (“R0”) began to rise, and the significant decline in yields over the past month began once R0 rose above 1. Chart I-7 does suggest that yields have reacted in response to the growth outlook, but in a different way than the “maximum strength” narrative suggests. Chart I-6…But Growth Itself Remains Quite Strong August 2021 August 2021 Chart I-7The Yield Decline Over The Past Month Seems Related To Delta The Yield Decline Over The Past Month Seems Related To Delta The Yield Decline Over The Past Month Seems Related To Delta Chart I-810-Year Yields Are Too Low, Even If Variants Delay The Fed 10-Year Yields Are Too Low, Even If Variants Delay The Fed 10-Year Yields Are Too Low, Even If Variants Delay The Fed While we can identify the apparent trigger for the decline in bond yields since mid-March, we do not agree that the decline is fundamentally justified. The delta variant of COVID-19 is not vaccine-resistant, meaning that a delta-driven surge in hospitalizations this fall could delay – but not prevent – eventual asset purchase tapering and rate hikes from the Fed. For example, Chart I-8 highlights that the 10-year yield is now 60 basis points below its fair value level in a scenario in which the Fed only begins to raise interest rates in mid-2023, underscoring that the recent decline in yields is overdone. And, although it is also true that market-based measures of inflation compensation have eased from their May highs, we have noted in previous reports that the Fed’s reaction function is almost exclusively driven by progress in the labor market back toward “maximum employment” levels – not inflation. Chart I-9 highlights that US real output per worker has grown at a much faster pace since the onset of the pandemic than what occurred on average over the past four economic recoveries, reflecting the success that US fiscal policy has had in supporting aggregate demand as well as constraints on labor supply in services industries. These factors will wane in intensity over the coming year, suggesting that real output per worker is unlikely to rise meaningfully further over that time horizon. Based on consensus market expectations for growth as well as the Fed’s most recent forecasts, a flat trend in real output per worker over the coming year would imply that the employment gap will be closed by Q2 of next year. This would be consistent with the recent trend in high frequency mobility data, such as US air traveler throughput and public transportation use in New York City (Chart I-10), the epicenter of the negative impact on urban core services employment stemming from the pandemic “work from home” effect. Chart I-9Real Output Per Worker Unlikely To Rise Much Further Over The Coming Year Real Output Per Worker Unlikely To Rise Much Further Over The Coming Year Real Output Per Worker Unlikely To Rise Much Further Over The Coming Year Chart I-10High-Frequency Data Points To A Closed Jobs Gap By Mid-2022 High-Frequency Data Points To A Closed Jobs Gap By Mid-2022 High-Frequency Data Points To A Closed Jobs Gap By Mid-2022   A closed employment gap by the middle of next year would imply that the Fed will begin to raise rates sometime in 2H 2022. Even if this were delayed by several months due to delta, Chart I-8 illustrated that 10-year Treasury yields are still too low. No Help From China If the spread of the delta variant over the coming few months does temporarily weigh on developed market economic activity via renewed pandemic control measures, investors should note that the lack of a countervailing growth impulse from China may act as an aggravating factor. Chart I-11 highlights that China’s PMI remains persistently below its 12-month trend, as it has tended to do following a decline in China’s credit impulse. And while some investors were hoping that the PBOC’s recent cut to the reserve requirement ratio represented a pivot in Chinese monetary policy towards sustained easing, Chart I-12 highlights that the 3-month repo rate remains well off its low from last year – and is only modestly lower than it was on average during most of the 2018/2019 period. Chart I-11China Is Slowing, And Policy Has Not Yet Reversed Course August 2021 August 2021 Chart I-12The Recent RRR Cut Was Not The Start Of A Dovish PBOC Shift The Recent RRR Cut Was Not The Start Of A Dovish PBOC Shift The Recent RRR Cut Was Not The Start Of A Dovish PBOC Shift   The recent (slight) tick higher in China’s credit impulse is perhaps a sign that the worst of the credit slowdown has already occurred, but we do not expect a rising trend without a genuine shift toward a looser monetary policy stance. As such, a normalization in services spending in advanced economies remains the likely impulse for global growth over the coming year, at least over the coming three to six months. Investment Conclusions Chart I-13Assets That Benefit From Lower Yields May Remain Well-Bid In The Near Term Assets That Benefit From Lower Yields May Remain Well-Bid In The Near Term Assets That Benefit From Lower Yields May Remain Well-Bid In The Near Term The unprecedented nature of the pandemic, as well as the unclear impact the delta variant will have given prevailing rates of vaccination in advanced economies, has clouded the near-term economic outlook. It is unlikely that the delta variant of SARS-COV-2 will have a long-lasting impact on economic activity in advanced economies, but it does have the potential to cause the temporary reintroduction of some pandemic restrictions and, thus, modestly delay the transition to a post-pandemic state. While long-term government bond yields are set to rise on a 12-month time horizon, financial assets that are negatively correlated with long-term bond yields could remain well-bid over the next few months. Chart I-13 highlights that cyclical equity sectors have underperformed defensive equity sectors over the past month, and banks have underperformed the overall index. The correlation between long-maturity real Treasury yields and the relative performance of value and growth stocks has also held up, with growth stocks outperforming since the end of March. Global ex-US equities have also underperformed US stocks, and the dollar has modestly risen. On a 12-month time horizon, we would recommend that investors position for a reversal of all these recent moves. However, for investors more focused on the near term, we would note the potential for further underperformance of cyclical sectors, value stocks, international equities, and most global ex-US currencies versus the US dollar – depending heavily on the evolution of the medical situation in the US and the subsequent response from policymakers. This underscores that cyclical investment strategy will be even more data dependent than usual throughout the second half of the calendar year. The pace of nonfarm payrolls growth in the US remains the single most important data release driving US monetary policy, and investors should especially focus on whether jobs growth this fall is consistent with the Fed’s maximum employment objective, as the impact of the delta variant becomes clearer, as constraints to labor supply are removed, and as employees progressively return to work. Jonathan LaBerge, CFA Vice President The Bank Credit Analyst July 29, 2021 Next Report: August 26, 2021 II. The Social Media Magnification Effect: Austerity, Populism, And Slower Growth Investors should view social media as a technological innovation with negative productivity growth. Social media has contributed to policy mistakes – such as fiscal austerity and protectionism – that have acted as shocks to aggregate demand over the past 15 years. The cyclical component of productivity was long lasting in nature during the last economic expansion. Forces that negatively impact economic growth but do not change the factors of production necessarily reduce measured productivity, and repeated policy mistakes strongly contributed to the slow growth profile of the last economic cycle. Political polarization in a rapidly changing world is the root cause of these policy shocks, but social media likely facilitated and magnified them. The risks of additional mistakes from populism remain present, even before considering other risks to society from social media: a reduction in mental health among young social media users, and the role that social media has played in spreading misinformation. A potential revival in protectionist sentiment is a risk to a constructive cyclical view that we will be closely monitoring over the coming 12-24 months. Investors with concentrated positions in social media stocks should be aware of the potential idiosyncratic risks facing these companies from the public’s impression of the impact of social media on society – especially if social media companies come to be widely associated with political gridlock, the polarization of society, and failed economic policies (as already appears to be the case). Investors should view social media as a technological innovation with negative productivity growth. Social media has contributed to policy mistakes – such as fiscal austerity and protectionism – that have acted as shocks to aggregate demand over the past 15 years. Political polarization in a rapidly changing world is the root cause of these policy shocks, but social media likely facilitated and magnified them. While the risk of premature fiscal consolidation appears low today compared to the 2010-14 period, the pandemic and its aftermath could force the Biden administration or Congressional Democrats toward protectionist or otherwise populist actions over the coming year in the lead up to the 2022 mid-term elections. The midterms, for their part, are expected to bring gridlock back into US politics, which could remove fiscal options should the economy backslide. Frequent shocks during the last economic expansion reinforced the narrative of secular stagnation. In the coming years, any additional policy shocks following a return to economic normality will again be seen by both investors and the Fed as strong justification for low interest rates – despite the case for cyclically and structurally higher bond yields. In addition, investors with concentrated positions in social media companies should take seriously the long-term idiosyncratic risks facing these stocks. These risks stem from the public’s impression of the impact of social media on society, particularly if social media comes to be widely associated with political gridlock, the polarization of society, and failed economic policies. A Brief History Of Social Media The earliest social networking websites date back to the late 1990s, but the most influential social media platforms, such as Facebook and Twitter, originated in the mid-2000s. Prior to the advent of modern-day smartphones, user access to platforms such as Facebook and Twitter was limited to the websites of these platforms (desktop access). Following the release of the first iPhone in June 2007, however, mobile social media applications became available, allowing users much more convenient access to these platforms. Charts II-1 and II-2 highlight the impact that smartphones have had on the spread of social media, especially since the release of the iPhone 3G in 2008. In 2006, Facebook had roughly 12 million monthly active users; by 2009, this number had climbed to 360 million, growing to over 600 million the year after. Twitter, by contrast, grew somewhat later, reaching 100 million monthly active users in Q3 2011. Chart II-1Facebook: Monthly Active Users August 2021 August 2021 Chart II-2Twitter: Monthly Active Users Worldwide August 2021 August 2021   Social media usage is more common among those who are younger, but Chart II-3 highlights that usage has risen over time for all age groups. As of Q1 2021, 81% of Americans aged 30-49 reported using at least one social media website, compared to 73% of those aged 50-64 and 45% of those aged 65 and over. Chart II-4 highlights that the usage of Twitter skews in particular toward the young, and that, by contrast, Facebook and YouTube are the social media platforms of choice among older Americans. Chart II-3A Sizeable Majority Of US Adults Regularly Use Social Media A Sizeable Majority Of US Adults Regularly Use Social Media A Sizeable Majority Of US Adults Regularly Use Social Media Chart II-4Older Americans Use Facebook Far More Than Twitter August 2021 August 2021 Chart II-5Social Media Has Changed The Way People Consume News August 2021 August 2021 As a final point documenting the development and significance of social media, Chart II-5 highlights that more Americans now report consuming news often (roughly once per day) from a smartphone, computer, or tablet other than from television. Radio and print have been completely eclipsed as sources of frequent news. The major news publications themselves are often promoted through social media, but the rise of the Internet has weighed heavily on the journalism industry. Social media has, for better and for worse, enabled the rapid proliferation of alternative news, citizen journalism, rumor, conspiracy theories, and foreign disinformation. The Link Between Social Media And Post-GFC Austerity Following the 2008-2009 global financial crisis (GFC), there have been at least five deeply impactful non-monetary shocks to the US and global economies that have contributed to the disconnection between growth and interest rates: A prolonged period of US household deleveraging from 2008-2014 The Euro Area sovereign debt crisis Fiscal austerity in the US, UK, and Euro Area from 2010 – 2012/2014 The US dollar / oil price shock of 2014 The rise of populist economic policies, such as the UK decision to leave the European Union, and the US-initiated trade war of 2018-2019. Among these shocks to growth, social media has had a clear impact on two of them. In the case of austerity in the aftermath of the Great Recession, a sharp rise in fiscal conservatism in 2009 and 2010, emblematized by the rise of the US Tea Party, profoundly affected the 2010 US midterm elections. It is not surprising that there was a fiscally conservative backlash following the crisis: the US budget deficit and debt-to-GDP ratio soared after the economy collapsed and the government enacted fiscal stimulus to bail out the banking system. And midterm elections in the US often lead to significant gains for the opposition party However, Tea Party supporters rapidly took up a new means of communicating to mobilize politically, and there is evidence that this contributed to their electoral success. Chart II-6 illustrates that the number of tweets with the Tea Party hashtag rose significantly in 2010 in the lead-up to the election, which saw the Republican Party take control of the House of Representatives as well as the victory of several Tea Party-endorsed politicians. Table II-1 highlights that Tea Party candidates, who rode the wave of fiscal conservatism, significantly outperformed Democrats and non-Tea Party Republicans in the use of Twitter during the 2010 campaign, underscoring that social media use was a factor aiding outreach to voters. Chart II-6Tea Party Supporters Rapidly Adopted Social Media To Mobilize Politically Tea Party Supporters Rapidly Adopted Social Media To Mobilize Politically Tea Party Supporters Rapidly Adopted Social Media To Mobilize Politically Table II-1Tea Party Candidates Significantly Outperformed In Their Use Of Social Media August 2021 August 2021   And while it is more difficult to analyze the use and impact of Facebook by Tea Party candidates and supporters owing to inherent differences in the structure of the Facebook platform, interviews with core organizers of both the Tea Party and Occupy Wall Street movements have noted that activists in these ideologically opposed groups viewed Facebook as the most important social networking service for their political activities.2 Under normal circumstances, we agree that fiscal policy should be symmetric, with reduced fiscal support during economic expansions following fiscal easing during recessions. But in the context of multi-year household deleveraging, the fiscal drag that occurred in following the 2010 midterm elections was clearly a policy mistake. This mistake occurred partially under full Democratic control of government and especially under a gridlocked Congress after 2010. Chart II-7 highlights that the contribution to growth from government spending turned sharpy negative in 2010 and continued to subtract from growth for some time thereafter. In addition, panel of Chart II-7 highlights that the US economic policy uncertainty index rose in 2010 after falling during the first year of the recovery, reaching a new high in 2011 during the Tea Party-inspired debt ceiling crisis. Chart II-7The Fiscal Drag That Followed The 2010 Midterm Elections Was A Clear Policy Mistake The Fiscal Drag That Followed The 2010 Midterm Elections Was A Clear Policy Mistake The Fiscal Drag That Followed The 2010 Midterm Elections Was A Clear Policy Mistake Chart II-8Policy Mistakes Significantly Contributed To Last Cycle's Subpar Growth Profile Policy Mistakes Significantly Contributed To Last Cycle's Subpar Growth Profile Policy Mistakes Significantly Contributed To Last Cycle's Subpar Growth Profile In addition to the negative impact of government spending on economic growth, this extreme uncertainty very likely damaged confidence in the economic recovery, contributing to the subpar pace of growth in the first half of the last economic expansion. Chart II-8 highlights the weak evolution in real per capita GDP from 2009-2019 compared with previous economic cycles, which was caused by a prolonged household balance sheet recovery process that was made worse by policy mistakes. To be sure, the UK and the EU did not have a Tea Party, and yet political elites imposed fiscal austerity. It is also the case that President Obama was the first president to embrace social media as a political and public relations tool. So it cannot be said that either social media or the Republican Party are uniquely to blame for the policy mistakes of that era. But US fiscal policy would have been considerably looser in the 2010s if not for the Tea Party backlash, which was partly enabled by social media. Too tight of fiscal policy in turn fed populism and produced additional policy mistakes down the road. From Fiscal Drag To Populism While social media is clearly not the root cause of the recent rise of populist policies, it has had a hand in bringing them about – in both a direct and indirect manner. The indirect link between social media use and the rise in populist policies has mainly occurred through the highly successful use of social media by international terrorist organizations (chiefly ISIL) and its impact on sentiment toward immigration in several developed market economies. Chart II-9Terrorism And Immigration Likely Contributed To Brexit Terrorism And Immigration Likely Contributed To Brexit Terrorism And Immigration Likely Contributed To Brexit Chart II-9 highlights that public concerns about immigration and race in the UK began to rise sharply in 2012, in lockstep with both the rise in UK immigrants from EU accession countries and a series of events: the Syrian refugee crisis, the establishment and reign of the Islamic State, and three major terrorist attacks in European countries for which ISIL claimed responsibility. Given that the main argument for “Brexit” was for the UK to regain control over its immigration policies, these events almost certainly increased UK public support for withdrawing from the EU. In other words, it is not clear that Brexit would have occurred (at least at that moment in time) without these events given the narrow margin of victory for the “leave” campaign. The absence of social media would not have prevented the rise of ISIL, as that occurred in response to the US’s precipitous withdrawal from Iraq. The inevitable rise of ISIL would still have generated a backlash against immigration. Moreover, fiscal austerity in the UK and EU also fed other grievances that supported the Brexit movement. But social media accelerated and amplified the entire process.  Chart II-10Brexit Weakened UK Economic Performance Prior To The Pandemic Brexit Weakened UK Economic Performance Prior To The Pandemic Brexit Weakened UK Economic Performance Prior To The Pandemic Chart II-10 presents fairly strong evidence that Brexit weakened UK economic performance relative to the Euro Area prior to the pandemic, with the exception of the 2018-2019 period. In this period Euro Area manufacturing underperformed during the Trump administration’s trade war as a result of its comparatively higher exposure to automobile production and its stronger ties to China. Panel 2 highlights that GBP-EUR fell sharply in advance of the referendum, and remains comparatively weak today. Turning to the US, Donald Trump’s election as US President in 2016 was aided by both the direct and indirect effects of social media. In terms of indirect effects, Trump benefited from similar concerns over immigration and terrorism that caused the UK to leave the EU: Chart II-11 highlights that terrorism and foreign policy were second and third on the list of concerns of registered voters in mid-2016, and Chart II-12 highlights that voters regarded Trump as the better candidate to defend the US against future terrorist attacks. Chart II-11Terrorism Ranked Highly As An Issue In The 2016 US Election August 2021 August 2021 Chart II-12Voters Regarded Trump As Better Equipped To Defend Against Terrorism August 2021 August 2021 Trump’s election; and the enactment of populist policies under his administration, were directly aided by Trump’s active use of social media (mainly Twitter) to boost his candidacy. Chart II-13 highlights that there were an average of 15-20 tweets per day from Trump’s Twitter account from 2013-2015, and 80% of those tweets occurred before he announced his candidacy for president in June 2015. This strongly underscores that Trump mainly used Twitter to lay the groundwork for his candidacy as an unconventional political outsider rather than as a campaign tool itself, which distinguishes his use of social media from that of other politicians. In other words, new technology disrupted the “good old boys’ club” of traditional media and elite politics. Some policies of the Trump administration were positive for financial markets, and it is fair to say that Trump fired up animal spirits to some extent: Chart II-14 highlights that the Tax Cuts and Jobs Act caused a significant rise in stock market earnings per share. But the Trump tax cuts were a conventional policy pushed mostly by the Congressional leadership of the Republican Party, and they did not meaningfully boost economic growth. Chart II-15 highlights that, while the US ISM manufacturing index rose sharply in the first year of Trump’s administration, an uptrend was already underway prior to the election as a result of a significant improvement in Chinese credit growth and a recovery in oil prices after the devastating collapse that took place in 2014-2015. Chart II-13Trump Used Twitter To Lay The Groundwork For His Candidacy Trump Used Twitter To Lay The Groundwork For His Candidacy Trump Used Twitter To Lay The Groundwork For His Candidacy Chart II-14The Trump Tax Cuts A Huge Rise In Corporate Earnings The Trump Tax Cuts A Huge Rise In Corporate Earnings The Trump Tax Cuts A Huge Rise In Corporate Earnings   Chart II-15But The Tax Cuts Did Not Do Much To Boost Growth But The Tax Cuts Did Not Do Much To Boost Growth But The Tax Cuts Did Not Do Much To Boost Growth Similarly, Chart II-15 highlights that the Trump trade war does not bear the full responsibility of the significant slowdown in growth in 2019, as China’s credit impulse decelerated significantly between the passage of the Tax Cuts and Jobs Act and the onset of the trade war because Chinese policymakers turned to address domestic concerns. Chart II-16The Trade War Caused An Explosion In Global Trade Uncertainty The Trade War Caused An Explosion In Global Trade Uncertainty The Trade War Caused An Explosion In Global Trade Uncertainty But Chart II-16 highlights that the aggressive imposition of tariffs, especially between the US and China, caused an explosion in trade uncertainty even when measured on an equally-weighted basis (i.e., when overweighting trade uncertainty, in countries other than the US and China), which undoubtedly weighed on the global economy and contributed to a very significant slowdown in US jobs growth in 2019 (panel 2). Moreover, Chinese policymakers responded to the trade onslaught by deleveraging, which weighed on the global economy; and consolidating their grip on power at home. In essence, Trump was a political outsider who utilized social media to bypass the traditional media and make his case to the American people. Other factors contributed to his surprising victory, not the least of which was the austerity-induced, slow-growth recovery in key swing states. While US policy was already shifting to be more confrontational toward China, the Trump administration was more belligerent in its use of tariffs than previous administrations. The trade war thus qualifies as another policy shock that was facilitated by the existence of social media. Viewing Social Media As A Negative Productivity-Innovation A rise in fiscal conservatism leading to misguided austerity, the UK’s decision to leave the European Union, and the Trump administration’s trade war have represented significant non-monetary shocks to both the US and global economies over the past 12 years. These shocks strongly contributed to the subpar growth profile of the last economic expansion, as demonstrated above. Chart II-17Policy Mistakes, Partially Enabled By Social Media, Reduced Productivity During The Last Expansion Policy Mistakes, Partially Enabled By Social Media, Reduced Productivity During The Last Expansion Policy Mistakes, Partially Enabled By Social Media, Reduced Productivity During The Last Expansion Given the above, it is reasonable for investors to view social media as a technological innovation with negative productivity growth, given that it has facilitated policy mistakes during the last economic expansion. Chart II-17 underscores this point, by highlighting that multi-factor productivity growth has been extremely weak in the post-GFC environment. While productivity is usually driven by supply-side factors over the longer term, it has a cyclical component to it – and in the case of the last economic expansion, the cyclical component was long lasting in nature. Any forces negatively impacting economic growth that do not change the factors of production necessarily reduce measured productivity; it is for this reason that measured productivity declines during recessions; and policy mistakes negatively impact productivity growth. The Risk Of Aggressive Austerity Seems Low Today… Chart II-18State & Local Government Finances Are In Much Better Shape Today State & Local Government Finances Are In Much Better Shape Today State & Local Government Finances Are In Much Better Shape Today Fiscal austerity in the early phase of the last economic cycle was the first social media-linked shock that we identified, but the risk of aggressive austerity appears low today. Much of the fiscal drag that occurred in the aftermath of the global financial crisis happened because of insufficient financial support to state and local governments – and the subsequent refusal by Congress to authorize more aid. But Chart II-18 highlights that state and local government finances have already meaningfully recovered, on the back of bipartisan stimulus in 2020, while the American Rescue Plan provides significant additional funding. While it is true that US fiscal policy is set to detract from growth over the coming 6-12 months, this will merely reflect the unwinding of fiscal aid that had aimed to support household income temporarily lost, as a result of a drastic reduction in services spending. As we noted in last month’s report,3 goods spending will likely slow as fiscal thrust turns to fiscal drag, but services spending will improve meaningfully – aided not just by a post-pandemic normalization in economic activity, but also by the deployment of some of the sizable excess savings that US households have accumulated over the past year. Fiscal drag will also occur outside of the US next year. For example, the IMF is forecasting a two percentage point increase in the Euro Area’s cyclically-adjusted primary budget balance, which would represent the largest annual increase over the past two decades. But here too the reduction in government spending will reflect the end of pandemic-related income support, and is likely to occur alongside a positive private-sector services impulse. During the worst of the Euro Area sovereign debt crisis, the impact of austerity was especially acute because it was persistent, and it occurred while the output gap was still large in several Euro Area economies. Chart II-19 highlights that Euro Area fiscal consolidation from 2010-2013 was negatively correlated with economic activity during that period, and Chart II-20 highlights that, with the potential exception of Spain, this austerity does not appear to have led to subsequently stronger rates of growth. Chart II-19Euro Area Austerity Lowered Growth During The Consolidation Phase… August 2021 August 2021 Chart II-20…And Did Not Seem To Subsequently Raise Growth August 2021 August 2021   This experiment in austerity led the IMF to conclude that fiscal multipliers are indeed large during periods of substantial economic slack, constrained monetary policy, and synchronized fiscal adjustment across numerous economies.4 Similarly, attitudes about austerity have shifted among policymakers globally in the wake of the populist backlash. Given this, despite the significant increase in government debt levels that has occurred as a result of the pandemic, we strongly doubt that advanced economies will attempt to engage in additional austerity prematurely, i.e., before unemployment rates have returned close-to steady-state levels. …But The Risk Of Protectionism And Other Populist Measures Looms Large The role that social media has played at magnifying populist policies should be concerning for investors, especially given that there has been a rising trend towards populism over the past 20 years. In a recent paper, Funke, Schularick, and Trebesch have compiled a cross-country database on populism dating back to 1900, defining populist leaders as those who employ a political strategy focusing on the conflict between “the people” and “the elites.” Chart II-21 highlights that the number of populist governments worldwide has risen significantly since the 1980s and 1990s, and Chart II-22 highlights that the economic performance of countries with populist leaders is clearly negative. Chart II-21Populism Has Been On The Rise For The Past 30 Years August 2021 August 2021 The authors found that countries’ real GDP growth underperformed by approximately one percentage point per year after a populist leader comes to power, relative to both the country’s own long-term growth rate and relative to the prevailing level of global growth. To control for the potential causal link between economic growth and the rise of populist leaders, Chart II-23 highlights the results of a synthetic control method employed by the authors that generates a similar conclusion to the unconditional averages shown in Chart II-22: populist economic policies are significantly negative for real economic growth. Chart II-22Populist Leaders Are Clearly Growth Killers Even After… August 2021 August 2021 Chart II-23… Controlling For The Odds That Weak Growth Leads To Populism August 2021 August 2021 Chart II-24Inequality: The Most Important Structural Cause Of Populism And Polarization Inequality: The Most Important Structural Cause Of Populism And Polarization Inequality: The Most Important Structural Cause Of Populism And Polarization This is especially concerning given that wealth and income inequality, perhaps the single most important structural cause of rising populism and political polarization, is nearly as elevated as it was in the 1920s and 1930s (Chart II-24). This trend, at least in the US, has been exacerbated by a decline in public trust of mainstream media among independents and Republicans that began in the early 2000s and helped to fuel the public’s adoption of alternative news and social media. The decline in trust clearly accelerated as a result of erroneous reporting on what turned out to be nonexistent weapons of mass destruction in Iraq and other controversies of the Bush administration. Chart II-21 showed that the rise in populism has also yet to abate, suggesting that social media has the potential to continue to amplify policy mistakes for the foreseeable future. It is not yet clear what economic mistakes will occur under the Biden administration, but investors should not rule out the possibility of policies that are harmful for growth. The likely passage of a bipartisan infrastructure bill or a partisan reconciliation bill in the second half of this year will most likely be the final word on fiscal policy until at least 2025,5 underscoring that active fiscal austerity is not likely a major risk to investors. Spending levels will probably freeze after 2022: Republicans will not be able to slash spending, and Democrats will not be able to hike spending or taxes, if Republicans win at least one chamber of Congress in the midterms (as is likely). Biden has preserved the most significant of Trump’s protectionist policies by maintaining US import tariffs against China, and the lesson from the Tea Party’s surge following the global financial crisis is that major political shifts, magnified by social media, can manifest themselves as policy with the potential to impact economic activity within a two-year window. Attitudes toward China have shifted negatively around the world because of deindustrialization and now the pandemic.6 White collar workers in DM countries have clearly fared better during lockdowns than those of lower-income households. This has created extremely fertile ground for a revival in populist sentiment, which could force the Biden administration or Congressional Democrats toward protectionist or otherwise populist actions over the coming year, in the lead up to the 2022 mid-term elections. Investment Conclusions In this report, we have documented the historical link between social media, populism, and policy mistakes during the last economic expansion. It is clear that neither social media nor even populism is solely responsible for all mistakes – the UK’s and EU’s ill-judged foray into austerity was driven by elites. Furthermore, we have not addressed in this report the impact of populism on actions of emerging markets, such as China and Russia, whose own behavior has dealt disinflationary blows to the global economy. Nevertheless, populism is a potent force that clearly has the power to harness new technology and deliver shocks to the global economy and financial markets. The risks of additional mistakes from populism are still present, and that is even before considering other risks to society from social media: a reduction in mental health among young social media users, and the role that social media has played in spreading misinformation – contributing to the vaccine hesitancy in some DM countries that we discussed in Section 1 of our report. Two investment conclusions emerge from our analysis. First, we noted in our April report that there is a chance that investor expectations for the natural rate of interest (“R-star”) will rise once the economy normalizes post-pandemic, but that this will likely not occur as long as investors continue to believe in the narrative of secular stagnation. Despite the fact that the past decade’s shocks occurred against the backdrop of persistent household deleveraging (which has ended in the US), these shocks reinforced that narrative, and any additional policy shocks following a return to economic normality will again be seen by both investors and the Fed as strong justification for low interest rates. Thus, while the rapid closure of output gaps in advanced economies over the coming year argues for both cyclically and structurally higher bond yields, a revival in protectionist sentiment is a risk to this view that we will be closely monitoring over the coming 12-24 months. Chart II-25The Underperformance Of Social Media Would Not Excessively Weigh On The Broad Market The Underperformance Of Social Media Would Not Excessively Weigh On The Broad Market The Underperformance Of Social Media Would Not Excessively Weigh On The Broad Market Second, for tech investors, the bipartisan shift in public sentiment to become more critical of social media companies is gradually becoming a real risk, potentially affecting user growth. Based solely on Facebook, Twitter, Pinterest, and Snapchat, social media companies do not account for a very significant share of the overall equity market (Chart II-25), suggesting that the impact of a negative shift in sentiment toward social media companies would not be an overly significant event for equity investors in general. Chart II-25 highlights that the share of social media companies as a percent of the broad tech sector rises if Google is included; YouTube accounts for less than 15% of Google’s total advertising revenue, however, suggesting modest additional exposure beyond the solid line in Chart II-25. Still, investors with concentrated positions in social media stocks should be aware of the potential idiosyncratic risks facing social media companies as a result of the public’s impression of the impact of social media on society. If social media companies come to be widely associated with political gridlock, the polarization of society, and failed economic policies (as already appears to be the case), then the fundamental performance of these stocks is likely to be quite poor regardless of whether or not tech companies ultimately enjoy a relatively friendly regulatory environment under the Biden administration. Jonathan LaBerge, CFA Vice President The Bank Credit Analyst III. Indicators And Reference Charts BCA’s equity indicators highlight that the “easy” money from expectations of an eventual end to the pandemic have already been made. Our technical, valuation, and sentiment indicators are very extended, highlighting that investors should expect positive but modest returns from stocks over the coming 6-12 months. Our monetary indicator has aggressively retreated from its high last year, reflecting a meaningful recovery in government bond yields since last August. The indicator still remains above the boom/bust line, however, highlighting that monetary policy remains supportive for risky asset prices. Forward equity earnings are pricing in a substantial further rise in earnings per share, but for now there is no meaningful sign of waning forward earnings momentum. Net revisions remain very strong, and positive earnings surprises have risen to their highest levels on record. Within a global equity portfolio, global ex-US equities have underperformed alongside cyclical sectors, banks, and value stocks more generally. On a 12-month time horizon, we would recommend that investors position for the underperformance of financial assets that are negatively correlated with long-maturity government bond yields. But investors more focused on the near term, we would note the potential for further underperformance of cyclical sectors, value stocks, international equities, and most global ex-US currencies versus the US dollar – depending heavily on the evolution of the medical situation in the US and the subsequent response from policymakers. The US 10-Year Treasury yield has fallen sharply since mid-March. This decline was initially caused by waning growth momentum, but has since morphed into concern about the impact of the delta variant of SARS-COV-2 and the implications for US monetary policy. 10-year Treasury yields are well below the fair value implied by a mid-2023 rate hike scenario, underscoring that the recent decline in long-maturity yields is overdone. The extreme rise in some commodity prices over the past several months has eased. Lumber prices have normalized, whereas industrial metals have moved mostly sideways since late-April and agricultural prices remain 13% below their early-May high. We had previously argued that a breather in commodity prices was likely at some point over the coming several months, and we would expect further declines in some commodity prices as supply chains normalize, labor supply recovers, and Chinese demand for metals slows. US and global LEIs remain very elevated, but are starting to roll over. Our global LEI diffusion index has declined very significantly, but this likely reflects the outsized impact of a few emerging market countries (whose vaccination progress is still lagging). Still-strong leading and coincident indicators underscore that the global demand for goods is robust, and that output is below pre-pandemic levels in most economies because of very weak services spending. The latter will recover significantly at some point over the coming year, as social distancing and other pandemic control measures disappear. EQUITIES: Chart III-1US Equity Indicators US Equity Indicators US Equity Indicators Chart III-2Willingness To Pay For Risk Willingness To Pay For Risk Willingness To Pay For Risk Chart III-3US Equity Sentiment Indicators US Equity Sentiment Indicators US Equity Sentiment Indicators   Chart III-4US Stock Market Breadth US Stock Market Breadth US Stock Market Breadth Chart III-5US Stock Market Valuation US Stock Market Valuation US Stock Market Valuation Chart III-6US Earnings US Earnings US Earnings Chart III-7Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Chart III-8Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance Global Stock Market And Earnings: Relative Performance   FIXED INCOME: Chart III-9US Treasurys And Valuations US Treasurys And Valuations US Treasurys And Valuations Chart III-10Yield Curve Slopes Yield Curve Slopes Yield Curve Slopes Chart III-11Selected US Bond Yields Selected US Bond Yields Selected US Bond Yields Chart III-1210-Year Treasury Yield Components 10-Year Treasury Yield Components 10-Year Treasury Yield Components Chart III-13US Corporate Bonds And Health Monitor US Corporate Bonds And Health Monitor US Corporate Bonds And Health Monitor Chart III-14Global Bonds: Developed Markets Global Bonds: Developed Markets Global Bonds: Developed Markets Chart III-15Global Bonds: Emerging Markets Global Bonds: Emerging Markets Global Bonds: Emerging Markets   CURRENCIES: Chart III-16US Dollar And PPP US Dollar And PPP US Dollar And PPP Chart III-17US Dollar And Indicator US Dollar And Indicator US Dollar And Indicator Chart III-18US Dollar Fundamentals US Dollar Fundamentals US Dollar Fundamentals Chart III-19Japanese Yen Technicals Japanese Yen Technicals Japanese Yen Technicals Chart III-20Euro Technicals Euro Technicals Euro Technicals Chart III-21Euro/Yen Technicals Euro/Yen Technicals Euro/Yen Technicals Chart III-22Euro/Pound Technicals Euro/Pound Technicals Euro/Pound Technicals   COMMODITIES: Chart III-23Broad Commodity Indicators Broad Commodity Indicators Broad Commodity Indicators Chart III-24Commodity Prices Commodity Prices Commodity Prices Chart III-25Commodity Prices Commodity Prices Commodity Prices Chart III-26Commodity Sentiment Commodity Sentiment Commodity Sentiment Chart III-27Speculative Positioning Speculative Positioning Speculative Positioning   ECONOMY: Chart III-28US And Global Macro Backdrop US And Global Macro Backdrop US And Global Macro Backdrop Chart III-29US Macro Snapshot US Macro Snapshot US Macro Snapshot Chart III-30US Growth Outlook US Growth Outlook US Growth Outlook Chart III-31US Cyclical Spending US Cyclical Spending US Cyclical Spending Chart III-32US Labor Market US Labor Market US Labor Market Chart III-33US Consumption US Consumption US Consumption Chart III-34US Housing US Housing US Housing Chart III-35US Debt And Deleveraging US Debt And Deleveraging US Debt And Deleveraging   Chart III-36US Financial Conditions US Financial Conditions US Financial Conditions Chart III-37Global Economic Snapshot: Europe Global Economic Snapshot: Europe Global Economic Snapshot: Europe Chart III-38Global Economic Snapshot: China Global Economic Snapshot: China Global Economic Snapshot: China   Jonathan LaBerge, CFA Vice President The Bank Credit Analyst Footnotes 1 Please see China Investment Strategy Weekly Report “Moderate Releveraging And Currency Stability: An Impossible Dream?” dated September 5, 2018, available at cis.bcaresearch.com 2 Grassroots Organizing in the Digital Age: Considering Values and Technology in Tea Party and Occupy Wall Street by Agarwal, Barthel, Rost, Borning, Bennett, and Johnson, Information, Communication & Society, 2014. 3 Please see The Bank Credit Analyst “July 2021,” dated June 24, 2021, available at bca.bcaresearch.com 4 “Are We Underestimating Short-Term Fiscal Multipliers?” IMF World Economic Outlook, October 2012 5 Please see US Political Strategy Outlook "Third Quarter Outlook 2021: Game Time," dated June 30, 2021, available at usps.bcaresearch.com 6 “Unfavorable Views of China Reach Historic Highs in Many Countries,” PEW Research Center, October 2020.