Technological Advances

Highlights 1. How will the pandemic resolve? 2. Will services spending recover to its pre-pandemic trend? 3. Will we spend our excess savings? 4. How will central banks react to inflation? 5. Will cryptocurrencies continue to eat gold’s lunch? 6. How fragile is Chinese real estate? 7. Will there be another shock? Fractal analysis: Personal goods versus consumer services. Feature Chart of the WeekWill Services Spending Recover To Its Pre-Pandemic Trend? Will Services Spending Recover To Its Pre-Pandemic Trend? Will Services Spending Recover To Its Pre-Pandemic Trend? “Judge a man by his questions, not by his answers” The quotation above is often misattributed to Voltaire instead of its true author, Pierre-Marc-Gaston de Lévis. Irrespective of the misattribution, we agree with the maxim. Asking the right questions is more important than finding answers to the wrong questions. In this vein, this report takes the form of the seven crucial questions for 2022 (and our answers). 1.  How Will The Pandemic Resolve? As new variants of SARS-CoV-2 have arrived like clockwork, the number of new global cases of infection and the virus reproduction rate have formed a near-perfect mathematical ‘sine wave’. This near-perfect sine wave will propagate into 2022 (Chart I-2). Chart I-2The Pandemic's Sine-Wave Will Propagate Into 2022 The Pandemic's Sine-Wave Will Propagate Into 2022 The Pandemic's Sine-Wave Will Propagate Into 2022 But how will this sine wave of infections translate into mortality, morbidity, and stress on our healthcare systems? As we explained in RNA Viruses: Time To Tell The Truth, the answer depends on the specific combination of contagiousness, immuno-evasion, and pathogenicity of each variant. Yet none of this should come as any surprise. Flus and colds also come in waves, which is why we call them flu and cold seasons. And the morbidity of a given flu and cold season depends on the aggressiveness of that season’s flu and cold variant. So, just like the flu and the cold, Covid will become an endemic respiratory disease which comes in waves. The trouble is that our under-resourced health care systems can barely cope with a bad flu season, let alone with an additional novel disease that can be worse than the flu. Hence, until we add enough capacity to our healthcare systems, expect more disruptions to economic activity from periodic non-pharmaceutical interventions such as travel bans, vaccine passports, and face-mask mandates. 2.    Will Services Spending Recover To Its Pre-Pandemic Trend? The pandemic has given us a crash course in virology and epidemiology. We now understand antigens, antibodies, and ‘reproduction rates.’ We understand that a virus transmits as an aerosol in enclosed unventilated spaces, and that singing, and yelling eject this viral aerosol. We understand that vaccinations for RNA viruses have limited longevity, do not prevent reinfections, and that certain environments create ‘super-spreader’ events. Armed with this new-found awareness, a significant minority of people have changed their behaviour. Services which require close contact with strangers – going to the dentist or in-person doctors’ appointments, going to the cinema or to amusement parks, or using public transport – are suffering severe shortfalls in demand. Given that this change in behaviour is likely long-lasting, demand for these services is unlikely to regain its pre-pandemic trend in 2022 (Charts I-3 - I-6). Chart I-3Dental Services Are Far Below The Pre-Pandemic Trend Dental Services Are Far Below The Pre-Pandemic Trend Dental Services Are Far Below The Pre-Pandemic Trend Chart I-4Physician Services Are Far Below The Pre-Pandemic Trend Physician Services Are Far Below The Pre-Pandemic Trend Physician Services Are Far Below The Pre-Pandemic Trend   Chart I-5Recreation Services Are Far Below The Pre-Pandemic Trend Recreation Services Are Far Below The Pre-Pandemic Trend Recreation Services Are Far Below The Pre-Pandemic Trend Chart I-6Public Transportation Is Far Below The Pre-Pandemic Trend Public Transportation Is Far Below The Pre-Pandemic Trend Public Transportation Is Far Below The Pre-Pandemic Trend Therefore, to keep overall demand on trend, spending on goods will have to stay above its pre-pandemic trend. This will be a tough ask. Durables, by their very definition, last a long time. Even clothes and shoes, though classified as nondurables, are in fact quite durable. Meaning that are only so many cars, iPhone 13s, gadgets, clothes and shoes that any person can own before reaching saturation. If, as we expect, spending on goods falls back to its pre-pandemic trend, but spending on services does not recover to its pre-pandemic trend, then there will be a demand shortfall in 2022 (Chart of the Week). 3. Will We Spend Our Excess Savings? If spending falls short of income – as it did through the pandemic – then, by definition, our savings have gone up. Many people claimed that this war chest of savings would unleash a tsunami of spending. Well, it didn’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-7). Image The explanation comes from a theory known as Mental Accounting Bias. The theory states that we segment our money into different accounts, which are sometimes physical, sometimes only mental, and that our willingness to spend money depends on which mental account it occupies. This contrasts with standard economic theory which assumes that money is perfectly fungible, meaning that a dollar in a current (checking) account is no different to a dollar in a savings or investment account. In practice, money is not fungible, because we attach different emotions to our different mental accounts. A dollar in our current account we will gladly spend, but a dollar in our savings account we will not spend. Hence, the moment we move the dollar from our current account into our savings account, our willingness to spend it collapses. This explains why consumption trends have no connection with windfall income receipts once those income receipts end up in our savings mental or physical account. Pulling all of this together, the war chest of savings accumulated during the pandemic is unlikely to change the overall trend in spending. 4.    How Will Central Banks React To Inflation? The real story of the current ‘inflation crisis’ is that while goods and commodity prices have surged exactly as expected in a positive demand shock, services prices have not declined as would be expected in the mirror-image negative demand shock. The result is that aggregate inflation has surged even though aggregate demand has not (Chart I-8 and Chart I-9). Chart I-8Goods Prices Have Reacted To A Positive Demand Shock... Goods Prices Have Reacted To A Positive Demand Shock... Goods Prices Have Reacted To A Positive Demand Shock... Chart I-9...But Service Prices Have Not Reacted To A Negative Demand Shock ...But Service Prices Have Not Reacted To A Negative Demand Shock ...But Service Prices Have Not Reacted To A Negative Demand Shock Why have services prices remained resilient despite a massive negative demand shock? One answer, as explained in question 2, is that much of the shortfall in services demand is due to behavioural changes, which cannot be alleviated by lower prices. If somebody doesn’t go to the dentist or use public transport because he is worried about catching Covid, then lowering the price will not lure that person back. In fact, the person might interpret the lower price as a signal of greater risk, and might become more averse. In technical terms, the price elasticity of demand for certain services has flipped from its usual negative to positive.  This creates a major problem for central banks, because if the price elasticity of services demand has changed, then surging aggregate inflation is no longer a reliable indicator of surging aggregate demand. To repeat, inflation is surging even though aggregate demand is barely on its pre-pandemic trend. Hence in 2022, central banks face a Hobson’s choice. Choke demand that does not need to be choked, or turn a blind eye to inflation and risk losing credibility. 5.    Will Cryptocurrencies Continue To Eat Gold’s Lunch? Most of the value of gold comes not from its economic utility as a beautiful, wearable, and electrically conductive metal, but from its investment value as a hedge against the debasement of fiat money. The multi-year investment case for cryptocurrencies is that they are set to displace much of gold’s investment value. Still, to displace gold’s investment value, cryptocurrencies need to match its other qualities: an economic utility, and limited supply. A cryptocurrency’s economic utility comes from its means of exchange for the intermediation services that its blockchain provides. For example, if you issue a bond or smart-contract using the Ethereum blockchain, then you must pay in its cryptocurrency ETH. Which gives ETH an economic utility. Furthermore, the number of blockchains that will succeed as go-to places for intermediation services will be limited, and each cryptocurrency has a limited supply. Thereby, the supply of cryptocurrencies that have a utility is also limited. With an economic utility, a limited supply, and drawdowns that are becoming smaller, cryptocurrencies can continue to displace gold’s dominance of the $12 trillion anti-fiat investment market. Therefore, the cryptocurrency asset-class can continue its strong structural uptrend, albeit punctuated by short sharp corrections (Chart I-10). Chart I-10Cryptocurrencies Will Continue To Displace Gold's Investment Value Cryptocurrencies Will Continue To Displace Gold's Investment Value Cryptocurrencies Will Continue To Displace Gold's Investment Value The corollary is that the structural outlook for gold is poor. 6.    How Fragile Is Chinese Real Estate? A decade-long surge in Chinese property prices has lifted Chinese valuations to nosebleed levels. According to global real estate specialist Savills, prime real estate yields in China’s major cities are now barely above 1 percent, and the world’s five most expensive cities are all in China: Hangzhou, Shenzhen, Guangzhou, Beijing, and Shanghai (Chart I-11). Chart I-11 Without a social safety net and with limited places to park their money, Chinese savers have for years been encouraged to buy homes, in the widespread belief that property is the safest investment, whose price only goes up. With the bulk of people’s wealth in property acting as a perceived economic safety net, even a modest decline in house prices would constitute a major shock to the household sector’s hopes and expectations of what property is. Therefore, in contrast to the US housing debacle in 2008, the Chinese government will ensure that its property market adjustment does not come from a collapse in home prices. Rather, it will come from a collapse in property development and construction activity. This will have negative implications for commodities, emerging Asia, developing countries that produce raw materials, and machinery stocks worldwide. 7.    Will There Be Another Shock? Most strategists claim that shocks, such as the pandemic, are unpredictable. We disagree. Yes, the timing and source of an individual shock is unpredictable, but the statistical distribution of shocks is highly predictable. We define a shock as any event that causes the long-duration bond price in a major economy to rally or slump by at least 20 percent.1 Using this definition through the last 60 years, the statistical distribution of the number of shocks in any ten-year period is Poisson (3.33) and the time between shocks is Exponential (3.33). This means that in any ten-year period, the likelihood of suffering a shock is a near-certain 95 percent; in any five-year period, it is an extremely high 80 percent; in a two-year period it is a coin toss at 50 percent; and even in one year it is a significant 30 percent (Chart I-12). Chart I-12 Therefore, on a multi-year horizon, another shock is a near-certainty even if we do not know its source or precise timing. The question is, will it be net deflationary, or net inflationary? Our high-conviction view is that it will be net deflationary. Meaning that even if it starts as inflationary, it will quickly morph into deflationary. The simple reason is that it is not just Chinese real estate that is fragile. Through the past ten years, world prime residential prices are up by 70 percent while rents are up by just 25 percent2 (Chart I-13). Meaning that the bulk of the increase in global real estate prices is due to skyrocketing valuations. The culprit is the structural collapse in global bond yields – which, in turn, is due to persistently ultra-low policy interest rates combined with trillions of dollars of quantitative easing. Chart I-13Property Price Inflation Has Far Exceeded Rent Inflation Property Price Inflation Has Far Exceeded Rent Inflation Property Price Inflation Has Far Exceeded Rent Inflation This means that bond yields have very limited scope to rise before pulling the bottom out of the $300 trillion global real estate market. Given that this dwarfs the $90 trillion global economy, it would constitute a massive deflationary backlash to the initial inflationary shock. Some people counter that in an inflationary shock, property – as the ultimate real asset – ought to perform well even as bond yields rise. However, when valuations start off in nosebleed territory as now, the initial intense headwind from deflating valuations would obliterate the tailwind from inflating incomes. Investment Conclusions To summarise, 2022 will be a year in which: Covid waves continue to disrupt the economy; a persistent shortfall in spending on services is not fully countered by excess spending on goods; China’s construction boom comes to an end; inflation takes time to cool, pressuring central banks to raise rates despite fragile demand; and the probability of another shock is an underestimated 30 percent. We reach the following investment conclusions: Overweight the China 30-year bond and the US 30-year T-bond. There will be no sustained rise in long-duration bond yields, and the risk to yields is to the downside. Long-duration equity sectors and stock markets that are least sensitive to cyclical demand will continue to rally (Chart I-14). Chart I-14The US Stock Market = The 30-Year T-Bond Multiplied By Profits The US Stock Market = The 30-Year T-Bond Multiplied By Profits The US Stock Market = The 30-Year T-Bond Multiplied By Profits Overweight the US versus non-US. Underweight Emerging Markets. Underweight old-economy cyclical sectors such as banks, materials, and industrials. Commodities will struggle. Underweight commodities that haven’t corrected versus those that have (Chart I-15). Chart I-15Underweight Commodities That Haven't Yet Corrected Underweight Commodities That Haven't Yet Corrected Underweight Commodities That Haven't Yet Corrected Overweight the US dollar versus commodity currencies. Cryptocurrencies will continue their structural uptrend at the expense of gold. Goods Versus Services Is Technically Stretched Finally, this week’s fractal analysis corroborates the massive displacement from services spending into goods spending, highlighted by the spectacular outperformance of personal goods versus consumer services. This outperformance is now at the point of fragility on its 260-day fractal structure that has signalled previous reversals (Chart I-16). Therefore, a good trade would be to short personal goods versus consumer services, setting a profit target and symmetrical stop-loss at 12.5 percent. Chart I-16Underweight Personal Goods Versus Consumer Services Underweight Personal Goods Versus Consumer Services Underweight Personal Goods Versus Consumer Services   Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Footnotes 1 As bond yields approach their lower limit, this definition of a shock will need to change as it will become impossible for long-duration bond prices to rally by 20 percent. 2 Based on Savills Prime Index: World Cities – Capital Values, and World Cities – Rents and Yields, June 2011 through June 2021. 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Highlights Long-term investors should place up to 5 percent of their assets in cryptocurrencies. As the drawdown risk of owning cryptocurrencies converges with that of owning gold, the cryptocurrency asset-class can reasonably displace gold to take half of the $12 trillion anti-fiat investment market… … with BTC, ETH, and the others taking a third of this half – $2 trillion – each. This means that BTC would double to $120,000, while ETH would quadruple to $17,000. Some embryonic blockchain tokens could do even better. In this list of potentials, we would put Solana, Cardano, XRP, and Polkadot. Underweight gold relative to the other precious metals. As cryptocurrencies eat more of gold’s lunch, gold is set to become a pale shadow of its former self. Fractal analysis: Coffee and Cameco. Feature Chart of the WeekCryptos Are Eating Gold's Lunch... And There's Plenty More To Eat Cryptos Are Eating Gold's Lunch... And There's Plenty More To Eat Cryptos Are Eating Gold's Lunch... And There's Plenty More To Eat If you’re wondering just how the market value of cryptocurrencies has surged to $2.5 trillion today from $0.5 trillion barely eighteen months ago, there’s a simple answer. Cryptocurrencies have eaten gold’s lunch – displacing almost $2 trillion from the investment value of the yellow metal. And that’s just so far… Given that the investment value of gold still stands at $9.5 trillion, there is plenty more of gold’s lunch that cryptocurrencies can eat (Chart of the Week). As Mark Twain might put it, rumours of crypto’s demise have been greatly exaggerated. When cryptocurrency prices corrected by 50 percent in May this year, the obituary writers got busy. For the 419th time. But since their birth in 2007, every time that they have ‘died’, cryptocurrencies have proved their detractors wrong, with prices quickly resurrecting and reaching new highs. We expect this pattern to continue (Chart I-2). Chart I-2Rumours Of Crypto's Demise Have Been Greatly Exaggerated Rumours Of Crypto's Demise Have Been Greatly Exaggerated Rumours Of Crypto's Demise Have Been Greatly Exaggerated Cryptocurrencies And Blockchains Are Joined At The Hip To understand the investment case for cryptocurrencies, it is important to realise that the success of a cryptocurrency and the success of its blockchain are inextricably linked. Yet what confuses this matter is that for the best known cryptocurrency of all – Bitcoin – the relationship between the cryptocurrency and its blockchain is ‘back-to-front’. Bitcoin is first and foremost a cryptocurrency BTC, which is secured (against double-spending) by its blockchain network. Meaning that BTC is the main act, and the Bitcoin blockchain is the supporting act. However, for most other cryptocurrencies, the opposite is true. The blockchain is the main act, and the cryptocurrency is the supporting act. For example, Ethereum is first and foremost a blockchain network – a decentralised intermediator of services such as smart-contracts or bond-issuance through decentralised finance (DeFi). Note that over $5 billion of bonds have already been issued on Ethereum and other blockchains, including by the European Investment Bank, the World Bank, and the Bank of China. The users of the Ethereum intermediation services pay the users of Ethereum that validate them in its cryptocurrency, ETH. Crucially, this ability to exchange ETH (and other cryptocurrencies) for intermediation services on the associated blockchain gives the cryptocurrency an economic utility. This economic utility means that the cryptocurrencies of successful blockchain networks can be thought of as ‘digital gold’. Gold derives its utility from its physical attributes – beauty, wear-ability, and electrical conductivity. Whereas, the cryptocurrencies of successful blockchains derive their utility from their means of exchange for the useful intermediation services that the blockchains provide. Furthermore, just as governments and central banks cannot determine the supply of gold, neither can they determine the supply of successful cryptocurrencies. This last point is important because most of the current value of gold comes not from its beauty, wear-ability, and electrical conductivity, but from its investment value as a hedge against the debasement of fiat money. The immediate investment case for cryptocurrencies is that they are set to displace much of this investment value from gold (Chart I-3). Chart I-3Cryptocurrencies Are Displacing Gold's Investment Value Cryptocurrencies Are Displacing Gold's Investment Value Cryptocurrencies Are Displacing Gold's Investment Value Cryptocurrencies Are Displacing Gold As The Anti-Fiat Hedge. Gold is scarce, but we can quantify its scarcity. Geology tells us that, in the earth’s crust, gold is 15 times as scarce as silver. And chemistry tells us that gold sits directly beneath silver in group 11 of the periodic table, meaning that the chemistry to extract gold and silver from their ores is essentially the same. Therefore, based on the geology and chemistry of the precious metals, gold should trade at around 15 times the price of silver. And 15 times the price of silver is precisely where gold did trade for centuries, and broadly where it traded in 1970. Yet by the mid-1970s the gold-to-silver ratio had breached 45, and by the late-1980s it had breached 75, where it stands today (Chart I-4). Why? Chart I-4Gold’s Massive Premium Versus Its Geological And Chemical Fundamentals Comes From Its Investment Value (As A Hedge Against The Debasement Of Fiat Money) Gold's Massive Premium Versus Its Geological And Chemical Fundamentals Comes From Its Investment Value Gold's Massive Premium Versus Its Geological And Chemical Fundamentals Comes From Its Investment Value The gold-to-silver ratio surged because, in 1971, the Bretton Woods ‘pseudo gold standard’ collapsed and the world economy moved to a fiat monetary system. Lest there is any doubt, a similar surge happened forty years earlier in 1931 when the original gold standard collapsed, before being reconstructed at the Bretton Woods conference in 1944. From these two surges, we can deduce that the premium in gold’s value versus its geological and chemical fundamentals constitutes its insurance policy value against the debasement of fiat money. Some people counter that only a small proportion of gold is owned as an explicit investment, and a large proportion is owned for its beauty and status. Yet this has been the case for millennia, and through most of this history gold-to-silver has traded in line with its geological and chemical fundamentals. Given that the gold price surges post-1931 and post-1971 coincided almost precisely with the introduction of fiat money, it is gold’s insurance policy value against the debasement of fiat money that is setting most of its current value. Based on the gold-to-silver ratio of 75 versus the geological and chemical fundamental value of 15, we can deduce that around four-fifths of gold’s $12 trillion above ground market value, or $9.5 trillion, comes from its insurance policy value. Add to that the current $2.5 trillion value of cryptocurrencies, and we can estimate that the total ‘anti-fiat’ investment market is worth $12 trillion. Of which, gold comprises around 80 percent, and cryptocurrencies around 20 percent. But to repeat, cryptocurrencies can eat much more of gold’s lunch (Chart I-5). Chart I-5Cryptocurrencies Can Eat Much More Of Gold's Lunch Cryptocurrencies Can Eat Much More Of Gold's Lunch Cryptocurrencies Can Eat Much More Of Gold's Lunch The Investment Implications: Bitcoin To $120,000, Ethereum To $17,000 We estimate that absent the displacement of investment value into cryptocurrencies since mid-2020, gold would now be trading at an all-time high of $2150 instead of at $1800. But given that there is much more of gold’s lunch for cryptocurrencies to eat, gold is set to become a pale shadow of its former self. Investors should underweight gold relative to the other precious metals. One pushback we get is that governments will ultimately issue a blanket ban on cryptocurrencies. But our pushback to the pushback is that it is a contradiction to be pro-blockchain and the anti- the ‘joined at the hip’ cryptocurrency which secures and validates the transactions on that blockchain. To resolve this contradiction, governments will try and regulate, rather than ban, cryptocurrencies. Another obvious question is: if Bitcoin is ‘back-to-front’ with its underlying blockchain having less utility and versatility than Ethereum and most other cryptocurrencies, should we still own BTC? The answer is yes, for two reasons. First, in time, the Bitcoin blockchain is likely to become more versatile; second, there will be some investors who hold out for the very long-term possibility that a cryptocurrency does displace fiat money. In which case, BTC would be the prime candidate. As the drawdown risk of owning cryptocurrencies converges with that of owning gold (Chart I-6), the cryptocurrency asset-class can reasonably displace gold to take half of the $12 trillion anti-fiat investment market, with BTC, ETH, and the others taking a third of this half – $2 trillion – each. Although BTC would become a smaller slice of the pie, the pie would be much bigger. From current market values, this means that BTC would double to $120,000. Chart I-6Cryptocurrency Corrections Are Becoming Less Extreme Cryptocurrency Corrections Are Becoming Less Extreme Cryptocurrency Corrections Are Becoming Less Extreme But the real action would be in the other cryptocurrencies. ETH would quadruple to $17,000, while some embryonic blockchain tokens could do even better. In this list of potentials, we would put Solana, Cardano, XRP, and Polkadot. In conclusion, we expect the cryptocurrency asset-class to continue its strong structural uptrend, punctuated by short sharp corrections. As such, long-term investors should place up to 5 percent of their assets in cryptocurrencies. Coffee Is Too Expensive In this week’s fractal analysis, we make two observations: First, for those who want a second bite at the cherry for shorting the uranium meme theme, the spectacular rally in the Canadian stock Cameco offers a good opportunity – given its very fragile 260-day fractal structure, which has successfully signalled five previous turning-points (Chart I-7). Chart I-7Cameco Is Overbought Cameco Is Overbought Cameco Is Overbought Second, within the soft commodities, the spectacular rally in coffee combined with the recent sell-off in cocoa has stretched the relative pricing of the two softs to a 10-year extreme, as well as a very fragile 260-day fractal structure (Chart I-8). Chart I-8Coffee Is Too Expensive Coffee Is Too Expensive Coffee Is Too Expensive Accordingly, this week’s recommended trade is to short coffee versus cocoa, setting a profit-target and symmetrical stop-loss at 30 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 On a 2-3 year horizon, stay overweight the US stock market, in absolute terms and relative to the non-US stock market… …and stay overweight the US dollar. A good model for the US stock market is the 30-year T-bond price multiplied by US profits. A good model for the non-US stock market is the 2-year T-bond price multiplied by non-US profits. A major long-term risk to the US stock market comes from the blockchain, which is set to return the ownership and control of our data and digital content back to us – from Facebook, Google, and the other tech behemoths that currently control, manipulate, and monetise it… …but this risk is only likely to manifest itself on a 5-10 year horizon. Fractal analysis: The Israeli shekel is overbought. Feature Chart of the WeekThe US Stock Market = The 30-Year T-Bond Multiplied By US Profits The US Stock Market = The 30-Year T-Bond Multiplied By US Profits The US Stock Market = The 30-Year T-Bond Multiplied By US Profits Fears that inflation will stay stubbornly high have lit a fuse under short-dated bond yields. But further along the curve, longer-dated bonds have remained an oasis of relative calm. Indeed, the 30-year T-bond yield stands 50 bps lower today than it stood in March. Given that long-duration bonds underpin the valuation of long-duration stocks, the relative calm of the 30-year bond yield explains the relative calm of the stock market in the face of higher short-term bond yields. The corollary is that substantially higher 30-year yields would threaten that calm. Inflation Will Crash Back To Earth In 2022 The relative calm of the 30-year bond yield is telling central banks: go ahead and hike rates if you want. You’ll just have to slash them again and, on average, keep them lower than you would if you didn’t hike them so soon. Rate hikes work by choking aggregate demand, but aggregate demand doesn’t need choking. Aggregate demand is barely on its pre-pandemic trend in the US, and remains far below its pre-pandemic trend in other major economies, such as the UK, Germany, and France. The pre-pandemic trend is important because it is our best estimate of potential supply. On this best estimate, aggregate demand is still below potential supply (Chart I-2). Chart I-2The 30-Year T-Bond Yield Sees That Aggregate Demand Is Fragile The 30-Year T-Bond Yield Sees That Aggregate Demand Is Fragile The 30-Year T-Bond Yield Sees That Aggregate Demand Is Fragile If aggregate demand is below potential supply, then what can explain the recent surge in inflation? The answer is the massive and unprecedented displacement of demand from services to goods, combined with modern manufacturing processes unable to meet even a 5 percent excess demand, let alone the 26 percent excess demand for durables recently experienced in the US (Chart I-3). Chart I-3The Booming Demand For Goods Is Crashing Back To Earth While Services Remain In Shortfall The Booming Demand For Goods Is Crashing Back To Earth While Services Remain In Shortfall The Booming Demand For Goods Is Crashing Back To Earth While Services Remain In Shortfall Yet as we highlighted last week in The Global Demand Shortfall Of 2022, the recent booming demand for goods is crashing back to earth while the demand for some services will remain structurally below the pre-pandemic trend. Combined with a tsunami of supply that will hit the global economy with a lag, inflation is also likely to crash back to earth by late 2022. The US Stock Market = The 30-Year T-Bond Multiplied By US Profits An important characteristic of any investment is its duration. If all an investment’s cashflows were converted into one ‘lump-sum’ cashflow, then the duration of the investment quantifies how far into the future that lump-sum cashflow would be. For a bond, the duration also equals the percentage change in its price for every 1 percent change in its yield.1 Interestingly, the durations of the US stock market and the 30-year T-bond are very similar, at around 25 years. Therefore, all else being equal, the US stock market should track the 30-year T-bond price. Of course, all else is not equal. The 30-year T-bond has fixed cashflows, whereas the stock market has cashflows that track profits. Allowing for this key difference, the US stock market should track: (The 30-year T-bond price) multiplied by (US profits) multiplied by (a constant) In which the constant connects current profits to the theoretical lump-sum payment 25 years ahead, thereby quantifying the structural growth of profits. But to the extent that the constant does not change, we can ignore it. Simplistic as this model appears, it does provide an excellent explanation for the US stock market’s evolution through the past 40 years (Chart of the Week and Chart I-4) – with deviations from the ‘fair-value’ giving a good gauge of the market’s over- or under-valuation. Chart I-4The US Stock Market = The 30-Year T-Bond Multiplied By US Profits The US Stock Market = The 30-Year T-Bond Multiplied By US Profits The US Stock Market = The 30-Year T-Bond Multiplied By US Profits Looking ahead, there are three ways in which the structural bull market could end: If the overvaluation (deviation from fair-value) became so extreme that a substantial decline in price was required to re-converge with the 30-year T-bond price multiplied by profits. If the 30-year T-bond price could no longer rise to counter a substantial decline in profits. If the constant that links current profits to future profits phase-shifted down, implying that the growth rate of US stock market profits had phase-shifted down – as happened for non-US stock market profits after the dot com bust (Chart I-5). Going through each of these, the US stock market’s current overvaluation of around 10 percent is not so extreme as to be a structural impediment. Chart I-5The Valuation Of The Non-US Stock Market Phase-Shifted Down The Valuation Of The Non-US Stock Market Phase-Shifted Down The Valuation Of The Non-US Stock Market Phase-Shifted Down Meanwhile, the 30-year T-bond yield has scope to decline by at least 150 bps, equating to a 40 percent counterweight to a decline in profits. Hence, this is not a structural impediment either, but will become one once the 30-year T-bond yield reaches 0.5 percent in the next deflationary shock. As for a phase-shift down in profit growth, this is a genuine long-term risk. 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. The blockchain is set to return that ownership and control back to us, to the detriment of Facebook, Google, and the other behemoths of the US stock market. However, this is a long-term risk, likely to manifest itself on a 5-10 year horizon. We conclude that on a 2-3 year horizon, investors should own the US stock market. The Non-US Stock Market = The 2-Year T-Bond Multiplied By Non-US Profits We can extend the preceding analysis to the non-US stock market, with two differences. First, the non-US stock market has a much shorter duration given its much lower exposure to growing cashflows. A higher weighting to financials – which underperform when long yields are falling – further lowers the effective duration to just 2 years (empirically). Second, and obviously, the non-US stock market depends on non-US profits (Chart I-6). Chart I-6The Non-US Stock Market = The 2-Year T-Bond Multiplied By Non-US Profits The Non-US Stock Market = The 2-Year T-Bond Multiplied By Non-US Profits The Non-US Stock Market = The 2-Year T-Bond Multiplied By Non-US Profits It follows that the non-US stock market tracks: (The 2-year T-bond price) multiplied by (non-US profits) We can now decompose the post dot com performance of the US and non-US stock markets into their underlying structural components. The US stock market has received a massive tailwind: a 60 percent increase in the 30-year T-bond price plus a 200 percent increase in profits (Chart I-7). While the non-US stock market has received a lesser tailwind: a 10 percent increase in the 2-year T-bond price plus a 60 percent increase in profits (Chart I-8).2   Chart I-7The US Stock Market Has A Powerful Tailwind... The US Stock Market Has A Powerful Tailwind... The US Stock Market Has A Powerful Tailwind... Chart I-8...The Non-US Stock Market Has A Weak Tailwind ...The Non-US Stock Market Has A Weak Tailwind ...The Non-US Stock Market Has A Weak Tailwind Therefore, over the past two decades, the non-US stock market has been hampered by its low duration and by its profits that are fossilised, both metaphorically and literally. Metaphorically fossilised, because the non-US stock market is over-exposed to industries that are in structural decline such as financials and basic resources. And literally fossilised, because it is also over-exposed to the dying fossil fuel industry. Looking ahead, there are three ways that non-US stocks could outperform US stocks: If the relative valuation (deviation from respective fair-values) became extreme in favour of non-US stocks. If the 2-year T-bond price outperformed the 30-year T-bond price – effectively meaning that the 30-year T-bond price would have to fall far given that the 2-year T-bond is like cash. If non-US profits outperformed US profits. Going through each of these: both the US and non-US stock markets appear similarly overvalued versus their respective fair-values; the 30-year T-bond is unlikely to fall far given that it would destabilise the global financial system; and fossilised non-US profits are unlikely to outperform those in the US in the next few years. We conclude that on a 2-3 year horizon, investors should stay overweight the US stock market relative to the non-US stock market. One final consideration is the US dollar. Successive deflationary shocks – the 2008 GFC, the 2015 EM recession, and the 2020 pandemic – have taken the greenback to new highs as capital flows have flooded into US T-bonds (Chart I-9). It follows that the ultimate high in the dollar will coincide with the ultimate low in the 30-year T-bond yield. Chart I-9Successive Deflationary Shocks Take The Dollar To New Highs Successive Deflationary Shocks Take The Dollar To New Highs Successive Deflationary Shocks Take The Dollar To New Highs Stay structurally overweight the US dollar. The Israeli Shekel Is Overbought In this week’s fractal analysis, we note that the strong recent rally in ILS/GBP has reached the point of maximum fragility on its 130-day fractal structure that has signalled several previous reversals (Chart I-10). Chart I-10The Israeli Shekel Is Overbought The Israeli Shekel Is Overbought The Israeli Shekel Is Overbought On this basis, a recommended trade would be short ILS/GBP, setting a profit target and symmetrical stop-loss at 4.2 percent. 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. 2 From January 1, 2005. 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 Major cryptocurrencies have failed to break above important technical levels. Meanwhile, the appeal of fiat money is increasing as many central banks are reining in monetary stimulus. Cryptocurrencies continue to seriously lag fiat as a unit of account. There has been a surge in the development of central bank digital currencies around the world (CBDCs). This will replicate the advantages and success of cryptos. Cryptocurrencies are unlikely to disappear anytime soon. However, conservative investors should stick with gold and silver. Remain long silver relative to gold, along with a petrocurrency basket (RUB, MXN and COP) versus the euro. Feature Chart I-1Cryptos Are At Important Technical Levels Cryptos At Important Technical Levels Cryptos At Important Technical Levels The world of cryptocurrencies continues to generate headlines. The latest hype is the Shiba Inu coin, created by the anonymous Ryoshi. Shiba Inu’s raison d'être is to kill Dogecoin, another cryptocurrency created in part as a joke, and in part to displace Bitcoin. As these two meme coins compete in a race to the moon (both have done phenomenally well this year), the more important price action has been among the dominant players in the space. Bitcoin peaked near US$67,000 this year and has been facing strong upside resistance just as in April. Similarly, Ethereum has failed to break above the $US4,400 level twice this year. Taken together, both assets are exhibiting a classic double-top formation (Chart I-1). Historically, that has been symptomatic of a non-negligible drawdown. The Merit (Or Not) Of Cryptocurrencies Chart I-2 Our first report on cryptocurrencies suggested that they deserved merit.  For one, blockchain technology provides a decentralized, peer-to-peer system, which alleviates the need for an intermediary to validate transactions and arbitrate disputes. This is good news for transaction costs and will likely upend a few business models soon (banking, law, and so forth). This process of creative destruction is exactly what a society needs to become more productive. The fact that the creation, distribution, and use of cryptocurrencies is outside the purview of central banks also enhances the autonomy and anonymity of cryptos, an important feature for many users. Meanwhile, cryptocurrencies have been improving as a medium of exchange. The ability to swap fiat currency into Bitcoins, Ethereum or even Dogecoins and back is fairly easy. In a nutshell, the global turnover of cryptocurrencies has been rising rapidly. On the flip side, little regulation around cryptos has led to a plethora of alternatives. There are currently about 7000 cryptos in circulation, a feat that seriously challenges their value proposition against fiat debasement (Chart I-2). The Shiba Inu coin has a supply of one quadrillion, almost half of which is claimed to have been “burned.” This is occurring within a context where many central banks are sticking to policy orthodoxy, curtailing quantitative easing (and so curbing the growth of the monetary base), and lifting interest rates. The volatility of cryptocurrencies is a serious drawback as both a store of value and unit of account. As highlighted in Chart I-1, both Bitcoin and Ethereum are at critical technical levels. In a broader sense, the drawdown in cryptocurrency prices has been around 80% a year or 40%-50% over three months (Chart I-3). These are much more volatile than currencies such as the Turkish lira, one of the worst-performing currencies this year. Chart I-3Due For Another 40-50% Drawdown? Due For Another 40-50% Drawdown? Due For Another 40-50% Drawdown? The inherent volatility of cryptos also makes them unsuitable as a unit of account. The world is currently experiencing an inflationary boom. In a world dominated by cryptos, should a price correction occur, it would exacerbate this trend. Shiba Inu coins have fallen in value by around 30% from their peak, while inflation in the US is rising by 5.4% per annum. With both Bitcoin and Ethereum off their highs, a similar or even more significant decline cannot be ruled out. The Return Of Fiat Chart I-4The Carry From Fiat Money Is Improving The Carry From Fiat Money Is Improving The Carry From Fiat Money Is Improving In recent months, central bankers have been staple champions in maintaining their currencies’ purchasing power. The Bank of Canada joined a quorum of central banks in ending quantitative easing this week. A few developed and emerging central banks have already raised interest rates to fend off inflationary pressures (Chart I-4). President Richard Nixon ended dollar convertibility into gold in the 1970s because he believed a fiat money regime was a better solution for the US. In the end, he was right as the real effective exchange rate of the dollar has been rather flat since then (Chart I-5). This has led to the dollar maintaining its reserve status over the last several decades, despite a few challenges over time. This puts cryptocurrencies a long way off from the starting line. Chart I-5Despite Rolling Cycles, The Dollar Has Been Flat Over Time Despite Rolling Cycles, The Dollar Has Been Flat Over Time Despite Rolling Cycles, The Dollar Has Been Flat Over Time More importantly, many fiat currencies are likely to do well next year, which will curb the appeal of cryptos. If Bloomberg estimates are right, the world is about to see a big rotation in growth next year from the US towards other countries which have lagged so far (Chart I-6). In this environment, currencies such as the CAD, AUD, and the Scandinavian currencies will do particularly well. This will provide lots of alternatives to cryptocurrencies. Chart I-6AA Global Growth Rebound Outside The US A Global Growth Rebound Outside The US A Global Growth Rebound Outside The US Chart I-6BA Global Growth Rebound Outside The US A Global Growth Rebound Outside The US A Global Growth Rebound Outside The US Taking a step back, the correlation between the dollar and cryptos has not been straight forward. This year, the dollar is rising along with the price of many cryptocurrencies. In previous years, there was a loose but clear inverse correlation (Chart I-7). Therefore, our bias is that this year’s rise is partly due to overexuberance. Chart I-7Bitcoin And The Dollar Bitcoin And The Dollar Bitcoin And The Dollar Central Bank Digital Currencies Chart I- National governments regulate national currencies. This puts a natural limit to how much widespread acceptance cryptos can achieve before policy makers start clamping down on them. So far, the instances of government intervention is heavily stacking up against cryptos. As the turnover in cryptocurrencies overtakes global trading in various domestic currencies, many countries are moving to ban cryptocurrency transactions (Table I-1). China has been a major case in point. Meanwhile, many central banks are also moving to establish their own digital currencies. According to the Atlantic Council, there are almost 70 CDBCs that are either in the research or development phase or in pilot programs (Map I-1). There is an undeniable benefit to adopting blockchain technology. CDBCs will ensure that many of the advantages of using a cryptocurrency are captured without some of the known pitfalls. Chart I- We highlighted at our conference that many governments will be loathe to relinquish control over money supply. For one, the loss in seigniorage revenue will be significant, to the tune of around $100bn for the US. Second, the use of cryptocurrencies continues to encourage the proliferation of illegal activities, a well-known flaw, and something governments will push back against. Once CDBCs become mainstream, the need for alternative cryptocurrencies will not disappear but fall greatly. In a nutshell, a monetary standard which includes both paper currency and CBDCs will provide the flexibility that central bankers need to smooth out economic cycles, along with the security, speed and low cost offered by cryptocurrencies. The Case For Precious Metals When Bitcoin was first introduced, one of the advantages was its limited supply, to the tune of 21 million coins. This resonated particularly well with anti-fiat enthusiasts who have viewed quantitative easing and rising fiscal deficits as a threat to the purchasing power of fiat money. With the number of cryptocurrencies ballooning to fresh new highs every day, this rationale no longer has solid footing. Within this context, precious metals are becoming attractive, especially in a world where inflation is overshooting, and real rates are deeply negative. On this basis, we went long the silver/gold ratio last week, partly as a hedged play on persistently high inflation and partly because we expect both gold and silver to fare well in this environment (Chart I-8). Silver (and platinum) particularly benefit since they remain a much smaller share of the anti-fiat market (Chart I-9). Chart I-8A Hedged Bet On High Inflation A Hedged Bet On High Inflation A Hedged Bet On High Inflation Chart I-9Cryptos Versus Precious Metals Cryptos Versus Precious Metals Cryptos Versus Precious Metals Central banks (the biggest holders of US Treasuries) will be another big force behind precious metals. Central banks tend to have strong hands. This is because they are ideological while private investors can be swayed by momentum. Since the middle of the last decade, there has been a tectonic shift in central bank purchases of gold, especially from developing nations. For example, China and Russia, countries that have a geopolitical imperative to diversify out of dollars, have almost 4% and 25% respectively of their foreign exchange reserves in gold. An asset backed by strong hands is a very attractive conservative play. Investment Conclusions And Housekeeping The chorus from many central banks over the last few weeks has generally been biased towards less stimulus. This is brightening the outlook for many fiat currencies. We particularly like petrocurrencies (which we bought last week), and the Scandinavian currencies which are a cheap play on dollar downside. Oil prices will likely stay elevated in the coming months, especially given that the forward curve remains very backwardated, and could be subject to upward reprising, according to our colleagues in the Commodity & Energy Strategy. As such, a bet on being long oil producers versus consumers will prove profitable. In a nutshell, many petrocurrencies provide an attractive relative carry, and as a lot of oil players see a rebound in their domestic economies, real rates should improve further. Finally, cryptocurrencies are due for a relapse from a technical standpoint. We continue to believe that cryptocurrencies will have intermittent rallies, and as such can be wonderful speculative instruments. However, rising regulation and the proliferation of CBDCs pose a structural threat.   Chester Ntonifor Foreign Exchange Strategist chestern@bcaresearch.com Currencies U.S. Dollar Chart II-1USD Technicals 1 USD Technicals 1 USD Technicals 1 Chart II-2USD Technicals 2 USD Technicals 2 USD Technicals 2 The US economy has been softening of late: The manufacturing PMI fell from 60.7 to 59.2 in October. The Chicago Fed National activity index was also soft, falling from 0.29 to -0.13 in September. House prices in the US continue to inflect higher to the tune of 20% year-on-year. The conference board consumer confidence index was rather upbeat. The present situation rose from 143.4 to 147.4 and the expectations component rose from 86.6 to 91.3. Durable goods orders softened by 0.4% month-on-month in September. The Q3 GDP report was rather weak, rising only 2% quarter-on-quarter (annualized). The US dollar DXY index fell this week. A chorus of central banks have been more proactive curtailing accommodative policy settings, as inflation pressures remain front and center. This is boosting confidence in most procyclical currencies and pressuring the dollar lower.   Report Links: Arbitrating Between Dollar Bulls And Bears - March 19, 2021 The Dollar Bull Case Will Soon Fade - March 5, 2021 Are Rising Bond Yields Bullish For The Dollar? - February 19, 2021 The Euro Chart II-3EUR Technicals 1 EUR Technicals 1 EUR Technicals 1 Chart II-4EUR Technicals 2 EUR Technicals 2 EUR Technicals 2 Euro area data also on the softer side this week: The manufacturing PMI was relatively flat, at 58.5 in October. Both consumer and industrial confidence were rather flat in October as well. The ECB kept monetary policy on hold at this week’s meeting. The euro was up 0.3% this week. The markets continue to challenge Governor Christine Lagarde’s dovish stance with both euro area bonds yields and the euro rising amidst a rather dovish communique. This is because in the current environment, global, as well as domestic conditions, are important for the euro area. And the global landscape suggests inflation might be more sticky than central banks expect, warranting a tighter monetary policy stance.  Report Links: Relative Growth, The Euro, And The Loonie - April 16, 2021 The Euro Dance: One Step Back, Two Steps Forward - April 2, 2021 On Japanese Inflation And The Yen - January 29, 2021 The Japanese Yen Chart II-5JPY Technicals 1 JPY Technicals 1 JPY Technicals 1 Chart II-6JPY Technicals 2 JPY Technicals 2 JPY Technicals 2 Recent Japanese data has been weak: Departmental store sales both in Tokyo and nationwide were rather weak in September. In Tokyo they rose only 0.7% year-on-year. Nationwide, they fell 4.3% year-on-year. Retail sales were weak but beat expectations. The came in -0.6% year-on-year, but with a 2.7% month-on-month increase. The Bank of Japan kept policy on hold, even though it downgraded its forecasts. The yen was flat this week. The yen is in a stalemate as we await the results of the October 31 Japanese elections. Our report next week will be solely focused on this. From a contrarian standpoint, we remain bullish the yen as it is one of the most shorted G10 currencies. Meanwhile, Japanese data could positively surprise to the upside. Report Links: The Case For Japan - June 11, 2021 The Dollar Bull Case Will Soon Fade - March 5, 2021 On Japanese Inflation And The Yen - January 29, 2021 British Pound Chart II-7GBP Technicals 1 GBP Technicals 1 GBP Technicals 1 Chart II-8GBP Technicals 2 GBP Technicals 2 GBP Technicals 2 Recent UK data has been rather upbeat: The manufacturing PMI rose from 57.1 to 57.7 in October. The service PMI rose from 55.4 to 58. CBI retailing reported sales rose from 11 to 30 in October. Retail sales were rather weak in September, falling 1.3%. The pound rose by 0.3% this week. We continue to believe the hawkish shift priced in by markets for the BoE is overdone. We remain bullish sterling on a cyclical horizon but are also long EUR/GBP tactically as a play on a policy convergence between the BoE and the ECB. Report Links: Why Are UK Interest Rates Still So Low? - March 10, 2021 Portfolio And Model Review - February 5, 2021 Thoughts On The British Pound - December 18, 2020 Australian Dollar Chart II-9AUD Technicals 1 AUD Technicals 1 AUD Technicals 1 Chart II-10AUD Technicals 2 AUD Technicals 2 AUD Technicals 2 The inflation data out of Australia was rather strong: Q3 CPI rose 3% year-on-year. The trimmed-mean number was 2.1%, like the trimmed-median print. The import price index surged 5.4% quarter-on-quarter in Q3. The AUD rose 0.9% this week. The RBA has been one of the most dovish central banks in the G10, communicating no interest rate increase until at least 2024. This has put downward pressure on the AUD, setting the stage for a coiled-spring rebound. Meanwhile, the AUD is cheap, especially on a terms of trade basis. At the crosses, we are long AUD/NZD as a play on these trends. Report Links: The Dollar Bull Case Will Soon Fade - March 5, 2021 Portfolio And Model Review - February 5, 2021 Australia: Regime Change For Bond Yields & The Currency? - January 20, 2021 New Zealand Dollar Chart II-11NZD Technicals 1 NZD Technicals 1 NZD Technicals 1 Chart II-12NZD Technicals 2 NZD Technicals 2 NZD Technicals 2 Data out of New Zealand this week was on the weaker side: The ANZ consumer confidence index fell from 104.5 to 98 in October. Exports were flattish near NZ$4.40bn in September. The NZD rose by 0.5% this week. Of all the central banks we follow, the RBNZ might be more prone to a policy error should inflation prove to be transitory, and/or a housing slowdown develops, especially if triggered by higher mortgage rates.  At 2.6%, New Zealand currently has the highest G10 10-year rate. We continue to believe the NZD will fare well cyclically, but hawkish expectations from the RBNZ are already priced in. This provides room for disappointment. Report Links: How High Can The Kiwi Rise? - April 30, 2021 Portfolio And Model Review - February 5, 2021 Currencies And The Value-Versus-Growth Debate - July 10, 2020 Canadian Dollar Chart II-13CAD Technicals 1 CAD Technicals 1 CAD Technicals 1 Chart II-14CAD Technicals 2 CAD Technicals 2 CAD Technicals 2 The Bank of Canada decision was the main highlight this week: Retail sales remained robust at 2.1% month-on-month in August. The Bloomberg nanos confidence index was flat at 59 for the week of October 22. The Bank of Canada kept rates on hold at its latest policy meeting. The CAD has been flat this week. The BoC delivered a hawkish message, ending QE and signaling that interest rate increases could occur sooner than the market expects. Our thesis this year has always been that on a cyclical basis, the CAD is backed by robust oil prices, and an orthodox central bank that will raise rates to curb high inflation and real estate speculation. As such, our bias is that the path of least resistance for the CAD is up. Report Links: Relative Growth, The Euro, And The Loonie - April 16, 2021 Will The Canadian Recovery Lead Or Lag The Global Cycle? - February 12, 2021 The Outlook For The Canadian Dollar - October 9, 2020 Swiss Franc Chart II-15CHF Technicals 1 CHF Technicals 1 CHF Technicals 1 Chart II-16CHF Technicals 2 CHF Technicals 2 CHF Technicals 2 There was scant data out of Switzerland this week: Total sight deposits were flat at CHF 715.3bn in the week ended October 22. The Credit Suisse survey expectations fell from 25.7 to 15.6 in October. CHF rose by 0.5% this week. We remain long CHF/NZD on a bet that volatility in currency markets will eventually rise. That said, the SNB will likely be that last central bank to curtail monetary accommodation. This suggests that CHF will lag both the EUR and other European currencies over a cyclical horizon. Report Links: An Update On The Swiss Franc - April 9, 2021 Portfolio And Model Review - February 5, 2021 The Dollar Conundrum And Protection - November 6, 2020 Norwegian Krone Chart II-17NOK Technicals 1 NOK Technicals 1 NOK Technicals 1 Chart II-18NOK Technicals 2 NOK Technicals 2 NOK Technicals 2 There was scant data out of Norway this week: Retail sales rose 0.5% month-on-month in September. The unemployment rate fell from 4.2% to 4.0% in August. The NOK was up 0.3% this week. We continue to believe being long the NOK is the sweet spot in currency markets. The central bank has hiked interest rates, oil prices are robust and the Norwegian economy is on the mend. As such, stay short EUR/NOK and USD/NOK. Report Links: The Norwegian Method - June 4, 2021 Portfolio And Model Review - February 5, 2021 Revisiting Our High-Conviction Trades - September 11, 2020 Swedish Krona Chart II-19SEK Technicals 1 SEK Technicals 1 SEK Technicals 1 Chart II-20SEK Technicals 2 SEK Technicals 2 SEK Technicals 2 Data out of Sweden this week has been rather robust: PPI rose 17.2% year-on-year in September. The trade balance came in at a surplus of SEK 6.3bn in September, a big swing from the August deficit of SEK 10.3bn. Manufacturing confidence rose from 126.6 to 128.5 in October. Q3 GDP came in at 4.7% year-on-year, well above expectations of a 3% quarter-on-quarter rise. Retail sales also rose 4.8% year-on-year in September. The SEK rose by 80 bps this week. We remain short both EUR/SEK and USD/SEK as reflation plays. Incoming data continues to suggest the Swedish economy remains on a mend, even if slowing from stronger growth earlier this year. This could lead to a hawkish surprise from the Riksbank should economic conditions remain robust. Report Links: Revisiting Our High-Conviction Trades - September 11, 2020 More On Competitive Devaluations, The CAD And The SEK - May 1, 2020 Sweden Beyond The Pandemic: Poised To Re-leverage - March 19, 2020 Trades & Forecasts Strategic View Cyclical Holdings (6-18 months) Tactical Holdings (0-6 months) Limit Orders Forecast Summary

Highlights Gold prices will continue to be challenged by conflicting information flows regarding US monetary policy; higher inflationary impulses from commodity prices and supply-chain bottlenecks; global economic policy uncertainty, and risks to EM economic growth (Chart of the Week). Concern over the likely tapering of the Fed's asset-purchase program this year, rate hikes next year and fiscal-policy uncertainty will support rising interest-rate risk premia and a stronger USD. These will remain headwinds for gold. Going into the Northern Hemisphere's winter, risk premia in fossil-fuel prices are at or close to their zeniths, as is the Bloomberg commodity index. This will keep short-term inflation elevated. Heightened geopolitical tensions – particularly between Western democracies and China – will keep the USD well bid by risk-averse investors. The commodity-induced element of PCEPI inflation will be transitory. Uncertainty over US monetary policy and rising geopolitical tensions, however, will remain part and parcel of gold fundamentals indefinitely. The trailing stop on our long 1Q22 natural gas call spread – long $5.00/MMBtu call vs. short $5.50/MMBtu call – was elected, leaving us with a 20% gain. We will not be re-setting the spread at tonight's close, due to the difficulty in taking a price view in markets with extremely high weather-related uncertainty. Feature The quality of information informing the analysis of gold markets is highly uncertain at present. US monetary policy uncertainty and the future of Fed chairman Jerome Powell keep expectations twitchy when it comes issues like the tapering of the Fed's asset-purchase program. Our colleagues at BCA's US Bond Strategy expect the Fed will announce a taper in asset purchases by November 2021 which will end in June 2022.1 But the tapering really is not, in our estimation, as big a deal as inflation and inflation expectations, which will drive the Fed's rate-hiking timetable. Chart of the WeekUncertainty Weighs On Gold Uncertainty Weighs On Gold Uncertainty Weighs On Gold The first Fed rate hike expected by our bond desk likely will come at the end of next year. Our colleagues expect the Fed will want to check off three criteria before increasing interest rates (Table 1). The inflation targets – actual and expected – already have been checked off, leaving the labor market's recovery as the only outstanding issue on our internal checklist. By December 2022, once the maximum employment criterion has been met, the Fed will commence with rate hike.2 Subsequent rate hikes will depend on inflation expectations. Table 1A Checklist For Liftoff Conflicting Signals Challenge Gold Conflicting Signals Challenge Gold Uncertain Inflation Expectations The higher inflation that checks off our bond desk's list resulted from COVID-19-impacted services and tight auto markets (Chart 2). We also find evidence commodities feed into inflation expectations and realized inflation, both of which are key variables for the Fed (Chart 3). Transitory effects – chiefly supply-chain bottlenecks and a global scramble for coal, gas and oil – have lifted realized inflation in 2H21, and have taken the Bloomberg commodity index to record levels (Chart 4). Nonetheless, given the fundamental backdrop for the key industrial commodities – chiefly oil, gas, coal and base metals – the inflationary impulse from commodity markets could persist indefinitely into the future, in our estimation. In order to incentivize the investment in base metals needed to literally build out the renewable energy infrastructure, the grids that support it and the electric vehicles that will supplant internal-combustion-engine technology, higher energy and metals prices will be required for years.3 This will be occurring as the production of traditional energy sources – i.e., fossil fuels – winds down due to lower investment over the next 10-20 years. This also will result in higher and more volatile oil and gas prices. Chart 2Inflation Meets Fed Targets Inflation Meets Fed Targets Inflation Meets Fed Targets Chart 3Commodities Feed Into Inflation Expectations Commodities Feed Into Inflation Expectations Commodities Feed Into Inflation Expectations All of these real-economy factors will feed into higher inflation over time, which will present the Fed with difficult choices regarding monetary policy and interest rates. Chart 4Record Commodity Index Levels Record Commodity Index Levels Record Commodity Index Levels USD Strength Suppresses Inflation And Gold Prices  It is worthwhile noting the current USD strength is suppressing inflation. However, it is not suppressing commodity prices entirely, as Chart 4 shows. The transitory weather-related price increases in energy commodities will pass, either when winter ends or if a less severe winter hits the Northern Hemisphere. We continue to expect a lower dollar, as the Fed's accommodative monetary policy remains in place. Even after the Fed tapers its asset-purchase program, policy will remain loose. The large fiscal packages that most likely will be approved by the US Congress will swell the US debt and budget deficits, which likely will weaken the USD over time. On a purchasing-power-parity basis (PPP) we also expect a weaker dollar (Chart 5). We also are expecting the availability of more efficacious vaccines in EM economies to boost economic activity, which will strengthen incomes and local currencies vis-à-vis the USD. Chart 5Weaker USD Expected On A PPP Basis Conflicting Signals Challenge Gold Conflicting Signals Challenge Gold The risk to this USD view – which would support gold prices – remains the heightened geopolitical tensions between Western democracies and China, which will keep political uncertainty elevated and will keep the USD well bid by risk-averse investors. Persistent USD strength would restrain inflation, and weaken the case for owning gold. Investment Implications We remain bullish gold over the medium- and long-term, expecting higher inflation and inflation expectations to lift demand for this safe haven. However, persistent commodity-induced inflation could force the Fed to tighten monetary policy more than is currently expected to get out ahead of higher inflation and inflation expectations. This could lead to stagflation, wherein inflation runs high but growth stalls as interest rates move higher. Persistent geopolitical risk also will keep risk-averse investors well bid for the USD. Commodities Round-Up Energy: Bullish First-line US natural gas prices were down ~ 9% as we went to press, following reports Russia would make more gas available to European buyers. This report apparently was later contradicted by a Gazprom official, who said Russian inventories still were being filled ahead of winter.4 WTI crude oil prices came close to hitting a seven-year high early in the trading day Wednesday, then promptly retreated (Chart 6). The news flow is indicative of the extreme sensitivity of gas and oil buyers going into the coming winter. Base Metals: Bullish Earlier this week, the Peruvian government struck an deal with MMG Ltd, owner of the Las Bambas mine, and the local community around the site, which reportedly will involve hiring local residents to provide services to the mine, including helping transport minerals and maintaining key transit roads. The community had been protesting to seek more of the income from the mine, and created blockades en route to the site, which threatened ~ 2% of global copper supply. Peru's newly elected president, TK Castillo, rose to power on the promise to redistribute mining wealth to Peruvian citizens. This was his first negotiation with a mining company since his election in July. MMG’s major shareholder is China Minmetals Corp. The Leftist president will need to balance the interests of local stakeholders on the one hand, while ensuring the world’s second largest copper producing nation is still attractive to international miners. Precious Metals: Bullish In 2021, the World Platinum Investment Council expects the platinum to swing to a physical surplus of 190k oz, which reverses an earlier forecast for a deficit made in the Council's 1Q21 report (Chart 7). Demand is forecast to increase year-over-year, spurred by increases in automotive, industrial and jewelry demand. On the supply side, growth in South Africa's mined output growth will keep markets in a surplus for 2021. According to SFA Oxford, gross palladium demand and refined supply for 2021 are expected to be at 10.03mm oz, and 6.77mm, respectively. Palladium balances (ex-ETFs) are projected to remain in a physical deficit of 495k ounces for 2021. Chart 6 WTI LEVEL GOING UP WTI LEVEL GOING UP Chart 7 Conflicting Signals Challenge Gold Conflicting Signals Challenge Gold   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com     Footnotes 1     Please see Damage Assessment, published by BCA Research's US Bond Strategy on September 28, 2021. 2     Please see 2022 Will Be All About Inflation, published by BCA Research's US Bond Strategy on September 14, 2021, which notes the concept of maximum employment is not a well-defined term. 3    Please see La Niña And The Energy Transition, which we published last week. 4    Please see Energy price surge sends shivers through markets as Europe looks to Russia published by reuters.com on September 6, 2021.   Investment Views and Themes Recommendations Strategic Recommendations

HighlightsThe power shortage in China due to depleted coal inventories and low hydro availability will push copper and aluminum inventories lower, as refineries there – which account for roughly one-half of global capacity – are shut to conserve power (Chart of the Week).Given the critical role base metals will play in the decarbonization of the global economy, alternative capacity will have to be incentivized ex-China by higher prices to reduce refining-concentration risk in the future.Unexpectedly low renewable-energy output in the EU and UK following last year's cold winter will keep competition with China for LNG cargoes elevated this winter.  It also highlights the unintended consequences of phasing down fossil-fuel generation without sufficient back-up.The US Climate Prediction Center kept its expectation for a La Niña at 70-80%, which raises the odds of a colder-than-normal winter for the Northern Hemisphere.  Normal-to-warmer temps cannot be entirely dismissed, however.Increased production of highly efficacious COVID-19 vaccines globally – particularly in EM economies – will stoke economic growth and release pent-up demand among consumers.We remain long 1Q22 natgas exposure via call spreads; long commodity index exposure (S&P GSCI and COMT ETF) to benefit from increasing backwardation as inventories of industrial commodities fall; and long the PICK ETF to benefit from expected tightening of base metals markets.FeatureNatgas prices are surging in the wake of China's and Europe's scramble to cover power shortages arising from depleted coal inventories and low hydroelectric generation in the former, and unexpectedly low output from renewables in the latter (Chart 2).1Given all the excitement of record-high gas prices in the EU and surging oil prices earlier this week, it is easy to lose sight of the longer-term implications of these developments for the global decarbonization push. Chart of the WeekBase Metals Refining Concentrated In China La Niña And The Energy Transition La Niña And The Energy Transition   Chart 2Surge In Gas Prices Continues La Niña And The Energy Transition La Niña And The Energy Transition  Global copper inventories have been tightening (Chart 3) along with aluminum balances (Chart 4).2 Power shortages in China- which accounts for ~40% of global refined copper output and more than 50% of refined aluminum - are forcing shutdowns in production by authorities seeking to conserve energy going into winter. In addition, the upcoming Winter Olympics in February likely will keep restrictions on steel mills, base-metals refiners, and smelters in place, so as to keep pollution levels down and skies blue. Chart 3Supply-Demand Balance Tightening In Copper Supply-Demand Balance Tightening In Copper Supply-Demand Balance Tightening In Copper   Chart 4Along With Aluminum Balances... Along With Aluminum Balances... Along With Aluminum Balances...  This will keep prices well supported and force manufacturers to draw on inventories, which will keep forward curves for copper (Chart 5) and aluminum (Chart 6) backwardated. Higher costs for manufactured goods can be expected as well, which will exacerbate the cost-push inflation coming through from clogged global supply chains. This slowdown in global supply chains is largely the result of global aggregate demand improving at a faster rate than supply.3 Chart 5Copper Prices And Backwardation Copper Prices And Backwardation Copper Prices And Backwardation   Chart 6...Will Increase Along With Aluminum ...Will Increase Along With Aluminum ...Will Increase Along With Aluminum  The pressures on base metals markets highlight the supply-concentration risks associated with the large share of global refining capacity located in China. This makes refined base metals supplies and inventories globally subject to whatever dislocations are impacting China at any point in time. As the world embarks on an unprecedented decarbonization effort, this concentration of metals refining capacity becomes increasingly important, given the centrality of base metals in the build-out of renewable-energy and electric-vehicles (EVs) globally (Chart 7).In addition, increasing tension between Western states and China supports arguments to diversify supplies of refined metals in the future (e.g., the US, UK and Australia deal to supply US nuclear-powered submarine technology to Australia, and the tense Sino-Australian trade relationship that led to lower Chinese coal inventories).4 Chart 7The Need For Refined Metals Grows La Niña And The Energy Transition La Niña And The Energy Transition  EU's Renewables Bet SoursUnlike China, which gets ~ 11% of its electricity from renewables and ~ 63% of its power from coal-fired generation (Chart 8), the EU gets ~ 26% of its power from renewables and ~ 13% from coal (Chart 9). In fact, the EU's made a huge bet on renewables, particularly wind power, which accounts for ~55% of its renewables supply. Chart 8China's Dependence On Coal … La Niña And The Energy Transition La Niña And The Energy Transition   Chart 9… Greatly Exceeds The EU's La Niña And The Energy Transition La Niña And The Energy Transition  Unexpectedly low renewable-energy output in the EU and UK this summer – particularly wind power – forced both to scramble for natgas and coal supplies to cover power needs.5 As can be seen in Chart 9, the EU has been winding down its fossil-fuel-fired electric generation in favor of renewables. When the wind stopped blowing this year the EU was forced into an intense competition with China for LNG cargoes in order to provide power and rebuild storage for the coming winter (Chart 10). Chart 10The Scramble For Natgas Continues La Niña And The Energy Transition La Niña And The Energy Transition  The current heated – no pun intended – competition for natgas going into the coming winter is the result of two policy errors, which will be corrected by Spring of next year. On China's side, coal inventories were allowed to run down due to diplomacy, which left inventories short going into winter. In the EU, wind power availability fell far short of expectations, another result of a policy miscalculation: Nameplate wind capacity is meaningless if the wind stops blowing. Likewise for sun on a cloudy day.Natgas Price Run-Up Is TransitoryThe run-up in natgas prices occasioned by China's and the EU's scramble for supplies is transitory. Still, uncertainty as to the ultimate path global gas prices will take is at its maximum level at present.The US Climate Prediction Center kept its expectation for a La Niña at 70-80%, which raises the odds of a colder-than-normal winter for the Northern Hemisphere. Even so, this is a probabilistic assessment: Normal-to-warmer temps cannot be dismissed, given this probability. A normal to warmer winter would leave US inventories and the availability to increase LNG exports higher, which would alleviate much of the pricing pressure holding Asian and European gas prices at eye-watering levels presently.Going into 1Q22, we expect increased production of highly efficacious COVID-19 vaccines globally – particularly in EM economies – will stoke economic growth and release pent-up demand among consumers as hospitalization and death rates continue to fall (Chart 11).6 At that point, we would expect economic activity to pick up significantly, which would be bullish for natgas. We also expect US and Russian natgas production to pick up, with higher prices supporting higher rig counts in the US in particular. Chart 11Expect Continued COVID-19 Progress La Niña And The Energy Transition La Niña And The Energy Transition  Investment ImplicationsAs the world embarks on an unprecedented decarbonization effort, it is important to follow the supply dynamics of base metals, which will provide the materials needed to build out renewable generation and EVs.The current price pressure in natural gas markets resulting from policy miscalculations cannot be ignored. Still, this pressure is more likely to be addressed quickly and effectively than the structural constraints in base metals markets.On the base metals side, producers remain leery of committing to large capex projects at the scale implied by policy projections for the renewables buildout.7In addition, current market conditions highlight concentration risks in these markets – particularly on the refining side in base metals, where much of global capacity resides in China. On the production and refining side of EV materials, battery technology remains massively concentrated to a few countries (e.g., cobalt mining and refining in the Democratic Republic of Congo and China, respectively).This reinforces our view that oil and gas production and consumption likely will not decay sharply unless and until these capex issues and concentration risks are addressed. For this reason, we remain bullish oil and gas. Robert P. Ryan Chief Commodity & Energy Strategistrryan@bcaresearch.comAshwin ShyamResearch AssociateCommodity & Energy Strategyashwin.shyam@bcaresearch.com Commodities Round-UpEnergy: BullishDelegates at OPEC 2.0's Ministerial Meeting on Monday likely will agree to increase the amount of oil being returned to markets by an additional 100-200k b/d. This would take the monthly production rate of production being restored from 400k b/d to 500-600k b/d. Depending on how quickly mRNA vaccine production in large EM markets is rolled out, this incremental increase could remain in place into 2Q22. This would assuage market concerns prices could get to the point that demand is destroyed just as economic re-opening is beginning in EM economies. Our view remains that the producer coalition led by Saudi Arabia and Russia will continue to balance the need for higher revenues of member states with the fragile recovery in EM economies. We continue to expect prices in 2022 to average $75/bbl and $80/bbl in 2023 (Chart 12). This allows OPEC 2.0 states to rebuild their balance sheets and fund their efforts to diversify their economies without triggering demand destruction.Base Metals: BullishA power crunch and decarbonization policies in China are supporting aluminum prices at around 13-year highs, after reaching a multi-year peak earlier this month (Chart 13). The energy-intensive electrolytic process of converting alumina to metal makes aluminum production highly sensitive to fluctuations in power prices. High power prices and electricity shortages are impacting aluminum companies all over China, one of which is Yunnan Aluminium. According to the Financial Times, the company accounts for 10% of total aluminum supply in the world’s largest producer.Precious Metals: BullishGold prices dipped following a hawkish FOMC meeting last week. More Fed officials see a rate hike in 2022, compared to the previous set of projections released in June. Fed Chair Jay Powell also hinted at a taper in the asset purchase program on the back of a rebounding US economy, provided a resurgence in COVID-19 does not interrupt this progress. A confirmation of what markets were expecting – i.e., paring asset purchases by year-end – and possible rate hikes next year have buoyed the US dollar and Treasury yields. The USD competes directly with gold for safe-haven investment demand. Higher interest rates will increase the opportunity cost of holding the yellow metal. As a result, gold prices will be subdued when the USD is strengthening. We remain bearish the USD, and, therefore, bullish gold. Chart 12Oil Forecasts Hold Steady Oil Forecasts Hold Steady Oil Forecasts Hold Steady   Chart 12Aluminum Prices Recovering Aluminum Prices Recovering Aluminum Prices Recovering    Footnotes1     Please see China's Yunnan imposes output curbs on aluminium, steel, cement makers published by reuters.com on September 13, 2021.2     NB: Global aluminum inventory data are unreliable and we do not publish them.3    Please see, e.g., Supply Chains, Global Growth, and Inflation, published by gspublishing.com on September 20, 2021.4    Please see US-China: War Preparation Pushes Commodity Demand, a Special Report we published on August 26, 2021, for further discussion.5    We discuss this in last week's report entitled Natgas Markets Continue To Tighten, which is available at ces.bcaresearch.com.6    Please see Upside Price Risk Rises For Crude, which updated our oil-price balances and forecasts. We highlight the recent agreements to mass produce the highly effective mRNA COVID-19 vaccines globally as bullish for oil prices. It also will be bullish for natgas and other commodities.7     Please see Assessing Risks To Our Commodity Views, which we published on July 8, 2021, for additional discussion. Investment Views and ThemesStrategic RecommendationsTactical TradesCommodity Prices and Plays Reference TableTrades Closed in 2021Summary of Closed Trades

Highlights Alternative energy is priced to deliver spectacular long-term earnings growth, but this will be a very tough ask. While alternative energy will take a greater share of the energy pie, the pie itself is shrinking, as is its price. At its current valuation, alternative energy does not meet the conditions to be in a long-term investment portfolio. As the Ethereum network becomes the ‘go to’ place to implement and execute smart contracts or decentralised finance, such services will have to be paid in ETH giving the token an economic value. ETH should certainly form a small part of a long-term investment portfolio. A near-term combination of valuation and technical constraints means that stocks will struggle to outperform ultra-long bonds. Fractal analysis: India versus China. Feature Chart of the WeekThe World Is Using Much Less Energy Per Unit Of Economic Output The World Is Using Much Less Energy Per Unit Of Economic Output The World Is Using Much Less Energy Per Unit Of Economic Output Alternative Energy Blues Alternative energy is the meme theme of the moment. Hardly a day passes without some exhortation to save the planet, by substituting fossil fuels with cleaner forms of energy. Yet this year, alternative energy stocks have performed dismally. Since January, the sector is down 30 percent in absolute terms, and almost 40 percent versus the broad market. Begging the question, how can one of the biggest themes of the moment be one of the worst investment performers? Last year, the forward earnings of the alternative energy sector rose by 35 percent, helped by post-pandemic stimulus measures that targeted the clean energy industry. But as investors fell in love with this meme theme, the bigger story was that the valuation paid for the sector skyrocketed from 13 times forward earnings to a nosebleed 42 times, an increase of 220 percent (Chart I-2 and Chart I-3). Chart I-2Alternative Energy Earnings Rose... Alternative Energy Earnings Rose... Alternative Energy Earnings Rose... Chart I-3...But The Valuation Skyrocketed ...But The Valuation Skyrocketed ...But The Valuation Skyrocketed To put the 42 into context, the peak multiple of the tech sector has reached ‘only’ 29 this cycle, meaning that alternative energy was trading at a near 50 percent premium even to the daddy of growth sectors! This year, as investors have pared back the nosebleed valuation, the alternative energy sector has underperformed. Nevertheless, it is still trading at a 25 percent premium to tech, meaning that its profits will have to deliver spectacular long-term growth to justify the sky-high valuation. Is this likely? We are not convinced. The world is using less energy per unit of economic output. A fundamental rule of long-term investment is that you shouldn’t own any sector whose sales are shrinking as a share of the economy. The problem for alternative energy is that it is, ultimately, energy (Chart I-4). And the world is using less energy per unit of economic output. Chart I-4Alternative Energy And Traditional Energy Show Similar Earnings Profiles Alternative Energy And Traditional Energy Show Similar Earnings Profiles Alternative Energy And Traditional Energy Show Similar Earnings Profiles In 1995, every $1000 of real GDP used 157 kilograms of oil equivalent energy. Today, that has plunged to 109 kilograms. Meaning that over the past 25 years, the world economy has reduced its energy intensity by 30 percent.1 And the downtrend persists (Chart I-1). Granted, over the past 25 years, the share of the energy pie taken by non-fossil fuels has increased from 13.4 to 16.9 percent, of which renewables have increased from 0.6 to 5.7 percent. But the marginal prices of wind, solar, and geothermal power generation are collapsing. As a recent report from the International Renewable Energy Agency (IRENA) points out: Generation costs for onshore wind and solar photovoltaics (PV) have fallen between 3 percent and 16 percent yearly since 2010 – far faster than anything in our shopping baskets or household budgets… (and) auction results show these favourable cost trends continuing through the 2020s.2 Given that the alternative energy market is competitive rather than monopolistic or oligopolistic, a large part of these massive cost savings will be passed on to end-users. Constituting a long-term boon to consumers rather than to alternative energy profits. To repeat, with the alternative energy sector still trading at a 25 percent premium to tech, it must deliver spectacular long-term earnings growth. But this will be a very tough ask. Energy sector profits tightly track the value of energy produced, meaning volume times price (Chart I-5). The risk is that while alternative energy will take a greater share of the energy pie, the pie itself is shrinking, as is its price. Chart I-5Energy Sector Profits Tightly Track The Value Of Energy Produced (Volume Times Price) Energy Sector Profits Tightly Track The Value Of Energy Produced (Volume Times Price) Energy Sector Profits Tightly Track The Value Of Energy Produced (Volume Times Price) We conclude that with an ambiguous outlook for long-term earnings growth, alternative energy does not meet the conditions to be in a long-term investment portfolio at its still nosebleed valuation multiple of 32 times forward earnings.  Now let’s turn to an investment that you should have in a long-term investment portfolio. The London Hard Fork Is A Boon For The Ethereum Network The Ethereum network’s London hard fork – an event that passed under most radar screens – marks the shape of things to come for the blockchain and the cryptocurrency space. Crucially, it signals an ongoing sea-change that favours the Ethereum network’s users at the expense of its cryptocurrency miners. For those interested in the nerdy details, we direct you to Ethereum Improvement Protocol (EIP) 1559. But to cut to the chase, the fork has drastically reduced the profitability of Ethereum mining while “ensuring that only ETH can ever be used to pay for transactions on Ethereum, cementing the economic value of ETH within the Ethereum platform.” Only ETH can ever be used to pay for transactions on Ethereum, cementing the economic value of ETH within the Ethereum platform. The statements of intent address, and will ultimately alleviate, two of the biggest investment concerns about cryptocurrencies – first, that cryptocurrency mining is a prodigious user of energy, particularly dirty energy; and second, that as cryptocurrencies cannot be readily exchanged for goods and services, they have no value other than that from other investors believing they have value. Addressing the first concern, mining becomes irrelevant if the blockchain users employ the skin in the game ‘proof-of-stake’ protocol to validate transactions rather than the energy-intensive ‘proof-of-work’ protocol that relies on external miners. Which is where Ethereum is headed with the fully proof-of-stake Ethereum 2.0. Addressing the second concern, if the Ethereum network becomes the ‘go to’ place to implement and execute smart contracts or decentralised finance, then such services will have to be paid in ETH, giving the tokens an economic value. Hence, the key structural question is, which blockchain networks will become the go to places for decentralised intermediation? Ethereum is an excellent candidate. Note that the lending arm of the EU, the European Investment Bank, has effectively endorsed the Ethereum network by issuing a €100 million digital bond on it. And although the principal “is expected to be repaid in euros”, the intermediators get paid in ETH. Crucially, the token of a successful blockchain network will become the de-facto currency of the network, exchangeable for intermediation services on that network. With a value independent of speculative investments, investors can also justifiably own these tokens as a ‘digital gold.’ Clearly, cryptocurrencies experience a higher volatility than gold, but this can be adjusted through position sizing. To equalise drawdowns in digital gold versus gold, investors should own $1 of cryptocurrency for every $3 of gold (Chart I-6). On this relative risk basis, cryptocurrencies should constitute at least one quarter ($3.8 trillion) of the $15 trillion ‘anti-fiat’ market that gold currently dominates.  Chart I-6Cryptocurrency Drawdowns Are Becoming Less Severe Cryptocurrency Drawdowns Are Becoming Less Severe Cryptocurrency Drawdowns Are Becoming Less Severe Therefore, if Ethereum became the dominant cryptocurrency based on its network size, it would command a market capitalisation of at least $1.9 trillion, a more than five-fold increase from today. ETH should certainly form a small part of a long-term investment portfolio. Stocks Versus Bonds Face A Double Constraint Since mid-March the world stock market (MSCI All Country World Index) has rallied by 10 percent, but the ultra-long bond (30-year T-bond) has done even better, rallying by 14 percent. Hence stocks to bonds have drifted gently lower, for which there are two reasons. First, the valuation of the most highly-rated parts of the stock market have reached the limit that has held in the post-GFC era. Specifically, tech’s earnings yield premium versus the 10-year T-bond has reached its 2.5 percent lower bound (Chart I-7). Chart I-7Tech Reached Its Post-GFC Valuation Limit Versus Bond Yields Tech Reached Its Post-GFC Valuation Limit Versus Bond Yields Tech Reached Its Post-GFC Valuation Limit Versus Bond Yields Second, the groupthink in overweighting stocks versus bonds reached an extreme. All investors up to 260-day investment horizons are already in the trade, and this level of extreme groupthink correctly signalled stocks versus bonds major-tops in 2010 and 2013 (as well as major-bottoms in 2008 and 2020) (Chart I-8). Chart I-8The Groupthink In Overweighting Stocks Versus Bonds Reached An Extreme The Groupthink In Overweighting Stocks Versus Bonds Reached An Extreme The Groupthink In Overweighting Stocks Versus Bonds Reached An Extreme This near-term combination of valuation and technical constraints means that stocks will struggle to outperform ultra-long bonds. In the near term, stocks will struggle to outperform ultra-long bonds. Nevertheless, if bonds rally, it will support stocks. But if bonds sell off, it will undermine stocks. The implication of the above is that a bond sell-off – should it even occur – will be self-limiting. As we explained last week in Stocks, Not The Economy, Will Set The Upper Limit To Bond Yields, the upper limit to the 10-year T-bond yield is 1.8 percent. India Trading At A Precarious Premium This week’s fractal analysis highlights that the spectacular outperformance of India versus China has reached the limit of fragility on its 260-day fractal structure that marked previous major-tops in 2014, 2016, and 2019 (as well as major bottoms in 2015, 2018, and 2020) (Chart I-9). Chart I-9The Outperformance Of India Versus China Is Fragile The Outperformance Of India Versus China Is Fragile The Outperformance Of India Versus China Is Fragile In effect, as China’s tech sector has recently corrected, tech stocks in India are now trading at a precarious 60 percent premium to those in China (Chart I-10). Chart I-10India Is Trading At A Precarious Premium To China India Is Trading At A Precarious Premium To China India Is Trading At A Precarious Premium To China The recommended trade is to short India versus China (MSCI indexes), setting the profit target and symmetrical stop-loss at 19 percent. Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Footnotes 1 Source: World Bank, and BP Statistical Review of World Energy 2021 2 Source: Renewable Power Generation Costs In 2019, International Renewable Energy Agency Fractal Trading System Fractal Trades 6-Month Recommendations Structural Recommendations Closed Fractal Trades Closed Trades Asset Performance Equity Market Performance   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 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). Feature 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.1 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,2 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.3 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 2025,4 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.5 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 Footnotes 1 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. 2 Please see The Bank Credit Analyst “July 2021,” dated June 24, 2021, available at bca.bcaresearch.com 3 “Are We Underestimating Short-Term Fiscal Multipliers?” IMF World Economic Outlook, October 2012 4 Please see US Political Strategy Outlook "Third Quarter Outlook 2021: Game Time," dated June 30, 2021, available at usps.bcaresearch.com 5 “Unfavorable Views of China Reach Historic Highs in Many Countries,” PEW Research Center, October 2020.

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.

Highlights Over the short term – 1-2 years – the pick-up in re-infection rates in Asia and LatAm states with large-scale deployments of Sinopharm and Sinovac COVID-19 vaccines will re-focus attention on demand-side risks to the global recovery (Chart of the Week). The UAE-Saudi impasse re extending the return of additional volumes of OPEC 2.0 spare capacity to the oil market over 2H21 will be short-lived.  The UAE's official baseline production will be increased to 3.8mm b/d from 3.2mm b/d presently, and its output in 2H21 will be adjusted accordingly.  Over the medium term – 3-5 years out – the risk to the expansion of metal supplies needed for renewables and electric vehicles (EVs) will rise, as left-of-center governments increase taxes and royalties, and carbon prices move higher. Rising metals costs will redound to the benefit of oil and gas producers, and accelerate R+D in carbon- and GHG-reduction technologies. Longer-term – 5-10 years out – the active discouragement of investment in hydrocarbons will contribute to energy shortages. In anticipation of continued upside volatility in commodity prices and share values of oil, gas and metals producers, we remain long the S&P GSCI and COMT ETF, and long equities of producers and traders via the PICK ETF. Feature Our conversations with clients almost invariably leads us to considering the risks to our long-standing bullish views for energy and metals. This week, we reprise some of the highlights of these conversations. In the short term, our bullish call on oil is underpinned by the assumption of continued expansion in vaccinations, which we believe will lead to global economic re-opening and increased mobility, as the world emerges from the devastation of COVID-19. This expectation is once again under scrutiny. On the supply side, the very public negotiations undertaken by the UAE and the leaders of OPEC 2.0 – the Kingdom of Saudi Arabia (KSA) and Russia – over re-basing the UAE's production reminds investors there is substantial spare capacity from the coalition available for the market over the short term. The slow news cycle going into the US Independence Day holiday certainly was a fortuitous time to make such a point. Chart of the WeekWorrisome Uptick Of COVID-19 Cases Assessing Risks To Our Commodity Views Assessing Risks To Our Commodity Views KSA-UAE Supply-Side Worries The abrupt end to this week's OPEC 2.0 meeting was unsettling to markets. Shortly after the meeting ended – without being concluded – officials from the Biden administration in the US spoke with officials from KSA and the UAE, presumably to encourage resolution of outstanding issues and to get more oil into the market to keep crude oil prices below $80/bbl (Chart 2). We're confident the KSA-UAE impasse re extending the return of additional volumes of spare capacity to the oil market over 2H21 will be short-lived. The UAE's official baseline production number (i.e., its October 2018 output level) will be increased to 3.8mm b/d from 3.2mm b/d presently, and its output in 2H21 will be adjusted accordingly. Coupled with a likely return of Iranian export volumes in 4Q21, this will bring prices down into the mid- to high-$60/bbl range we are forecasting. Chart 2US Pushing For Resolution of KSA-UAE Spat US Pushing For Resolution of KSA-UAE Spat US Pushing For Resolution of KSA-UAE Spat Longer term, markets are worried this incident is a harbinger of a breakdown in OPEC 2.0's so-far-successful production-management strategy, which has lifted oil prices 200% since their March 2020 nadir. At present, the producer coalition has ~ 6-7mm b/d of spare capacity, which resulted from its strategy to keep the level of supply below demand. A breakdown in this discipline – in extremis, another price war of the sort seen in March 2020 or from 2014-2016 – could plunge oil markets into a price collapse that re-visits sub-$40/bbl levels. In our view, economics – specifically the cold economic reality of the price elasticity of supply – continues to work for the OPEC 2.0 coalition: Higher revenues are realized by members of the group as long as relatively small production cuts produce larger revenue gains – e.g., a 5% (or less) cut in production that produces a 20% (or more) increase in price trumps a 20% increase in production that reduces prices by 50%. Besides, none of the members of the coalition possess the wherewithal to endure another shock-and-awe display from KSA similar to the one following the breakdown of the March 2020 OPEC 2.0 meeting. We also continue to expect US shale-oil producers to be disciplined by capital markets, and to retain a focus on providing competitive returns to their shareholders, which will limit supply growth to that which maintains profitability. Until we see actual evidence of a breakdown in the coalition's willingness to maintain its production-management strategy, we will continue to assume it remains operative. Worrisome COVID-19 Re-Infection Trends Reports of increased re-infection rates in Latin American and Asia-Pacific states providing Chinese Sinopharm and Sinovac COVID-19 vaccines will re-focus attention on demand-side risks to the global recovery. Conclusive data on the efficacy of these vaccines is not available at present, based on reporting from Health Policy Watch (HPW).1 The vast majority of these vaccines were purchased in Latin America and the Asia-Pacific region, where ~ 80% of the 759mm doses of the two Chinese vaccines were sold, according to HPW's reporting. This will draw the attention of markets to this risk (Chart 3). Of particular concern are the increases in re-infection rates in the Seychelles and Chile, where the majority of populations in both countries were inoculated with one of the Chinese vaccines. Re-infections in Indonesia also are drawing attention, where more than 350 healthcare workers were re-infected after receiving the Sinovac vaccination.2 The risk of renewed global lockdowns remains small, but if these experiences are repeated globally with adverse health consequences, this assessment could be challenged. Chart 3COVID-19 Returning In High-Vaccination States Assessing Risks To Our Commodity Views Assessing Risks To Our Commodity Views Transition Risks To A Low-Carbon Economy Over the medium- to long-terms, our metals views are premised on the expectation the build-out of the global EV fleet and renewable electricity generation – including its supporting grids – will require massive increases in the supply of copper, aluminum, nickel, and tin, not to mention iron ore and steel. This surge in demand will be occurring as governments rush headlong into unplanned and unsynchronized wind-downs of investment in the hydrocarbon fuels that power modern economies.3 The big risk here is new metal supplies will not be delivered fast enough to build all of the renewable generation, EVs and their supporting grids and infrastructures to cover the loss of hydrocarbons phased out by policy, legal and boardroom challenges. Such a turn of events would re-invigorate oil and gas production. Renewable energy and electric vehicles are the sine qua non of the drive to achieve net-zero carbon emissions by 2050. However, the rising price of base metals will add to already high costs of rebuilding power grids to make them suitable for green energy. Given miners’ reluctance to invest in new mines, we do not expect metals prices to drop anytime soon. According to Wood Mackenzie, in 2019 the cost of shifting just the US power grid to renewable energy over the next 10 years will amount to $4.5 trillion.4 Given these cost and supply barriers, fossil fuels will need to be used for longer than the IEA outlined in its recent and controversial report on transitioning to a net-zero economy.5 To ensure that fossil fuels can be used while countries work to achieve their net zero goals, carbon capture utilization and storage (CCUS) technology will need to be developed and made cheaper. The main barrier to entry for CCUS technology is its high cost (Chart 4). However, like renewable energy, the more it is deployed and invested in, the cheaper it will become, following the trend seen in the development of renewable energy and EVs, which were aided by large-scale subsidies from governments to encourage the development of the technology. These cost reductions are already visible: In its 2019 report, the Global CCS Institute noted the cost of implementing CCS technology initially used in 2014 had fallen by 35% three years later. Chart 4CCUS Can Be Expensive Assessing Risks To Our Commodity Views Assessing Risks To Our Commodity Views Metals Mines' Long Lead Times In 2020 the total amount of discovered copper reserves in the world stood at ~ 870mm MT (Chart 5), according to the US Geological Service (USGS). As of 2017, the total identified and undiscovered amount of reserves was ~ 5.6 billion MT.6 The World Bank recently estimated additional demand for copper would amount to ~ 20mm MT p.a. by 2050 (Chart 6).7 Glencore’s recently retired CEO Ivan Glasenberg last month said that by 2050, miners will need to produce around 60mm MT p.a. of copper to keep up with demand for countries’ net zero initiatives.8 Even with this higher estimate, if miners focus on exploration and can tap into undiscovered reserves, supply will cover demand for the renewable energy buildout. Chart 5Copper Reserves Are Abundant Assessing Risks To Our Commodity Views Assessing Risks To Our Commodity Views Chart 6Call On Base Metals Supply Will Be Massive Out To 2050 Assessing Risks To Our Commodity Views Assessing Risks To Our Commodity Views While recent legislative developments in Chile and Peru, which together constitute ~ 34% of total discovered copper reserves, could lead to significantly higher costs as left-of-center governments re-write these states' constitutions, geological factors would not be the main constraint to copper supply for the renewables energy buildout: Even if copper mining companies were to move out of these two countries, there still is about 570 million MT in discovered copper reserves, and nearly ten times that amount in undiscovered reserves. As we have written in the past, capital expenditure restraint is the principal reason the supply side of copper markets – and base metals generally – is challenged (Chart 7). Unlike in the previous commodity boom, this time mining companies are focusing on providing returns to shareholders, instead of funding the development of new mines (Chart 8). Chart 7Copper Prices Remains Parsimonious Copper Prices Remains Parsimonious Copper Prices Remains Parsimonious Chart 8Shareholder Interests Predominate Metals Agendas Assessing Risks To Our Commodity Views Assessing Risks To Our Commodity Views Of course, it is likely metals miners, like oil producers, are waiting to see actual demand for copper and other base metals pick up before ramping capex. Sharp increases in forecasted demand is not compelling for miners, at this point. This means metals prices could stay elevated for an extended period, given the 10-15-year lead times for copper mines (Chart 9). For example, the Kamoa-Kakula mine in the Democratic Republic of Congo (DRC) now being brought on line took roughly 24 years of exploration and development work, before it started producing copper. Technological breakthroughs that increase brownfield projects’ productivity, or significant increases in the amount of recycled copper as a percent of total copper supply would address some of the price pressures arising from the long lead times associated with the development of new copper supply. Another scenario with a non-trivial probability that threatens the viability of metals investing is a breakthrough – or breakthroughs – in CCUS technology, which allows oil and gas producers to remove enough carbon from their fuels to allow firms using these fuels to achieve their net-zero carbon goals. Chart 9Long Lead Times For Mine Development Assessing Risks To Our Commodity Views Assessing Risks To Our Commodity Views Investment Implications Short-term supply-demand issues affecting the oil market at present are transitory, and do not signal a shift in the fundamentals supporting our bullish call on oil. Our thesis based on continued production discipline remains intact. That said, we will continue to subject it to rigorous scrutiny on a continual basis. Our average Brent forecast for 2021 remains $66.50/bbl, with 2H21 prices averaging $70/bbl. For 2022 and 2023 we continue to expect prices to average $74 and $81/bbl, respectively (Chart 10). WTI will trade $2-$3/bbl lower. Our metals view has become slightly more nuanced, thanks to our client conversations. One of the unintended consequences of the unplanned and uncoordinated rush to a net-zero carbon future will be an improvement in the competitive position of oil and gas as transportation fuels and electric-generation fuels going forward. This will be driven by rising costs of developing and delivering the metals supplies needed to effect the net-zero transition. We expect markets will provide incentives to CCUS technologies and efforts to decarbonize oil and gas fuels, which will contribute to the global effort to arrest rising temperatures. This suggests the rush to sell these assets – which is underway at present – could be premature.9 In the extreme, this could be a true counterbalance to the metals story, if it plays out. Chart 10Our Oil Price View Remains Intact Our Oil Price View Remains Intact Our Oil Price View Remains Intact     Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Ashwin Shyam Research Associate Commodity & Energy Strategy ashwin.shyam@bcaresearch.com   Commodities Round-Up Energy: Bullish The monthly OPEC 2.0 meeting ended without any action to increase monthly supplies, following the UAE's bid to increase its baseline reference production – determined based on October 2018 production levels – to 3.8mm b/d, up from 3.2mm b/d. S&P Global Platts reported the UAE's Energy Minister, Suhail al-Mazrouei, advanced a proposal to raise its monthly production level under the coalition's overall output deal, while KSA's energy minister, Prince Abdulaziz bin Salman, insisted the UAE follow OPEC 2.0 procedures in seeking an output increase. We do not expect this issue to become a protracted standoff between these states. The disagreement between the ministers is procedural to substantive. Remarks by bin Salman last month – to wit, KSA has a role in containing inflation globally – and his earlier assertions that production policy of OPEC 2.0 would be driven by actual oil demand, as opposed to forecasted oil demand, suggest the Kingdom is not aiming for higher oil prices per se. Base Metals: Bullish Spot benchmark iron ore (62 Fe) prices traded above $222/MT this week in China on the back of stronger steel demand, according to mining.com (Chart 11). Market participants are anticipating further steel-production restrictions and appear to be trying to get out in front of them. Precious Metals: Bullish The USD rally eased this week, allowing gold prices to stabilize following the June Federal Open Market Committee (FOMC) meeting. In the two weeks since the FOMC, our gold composite indicator shows that gold started entering oversold territory (Chart 12). We believe gold prices will start correcting upwards, expecting investor bargain-hunting to pick up after the price drop. The mixed US jobs report, which showed the unemployment rate ticked up more than expected, implies that interest rates are not going to be raised soon. Our colleagues at BCA Research's US Bond Strategy (USBS) expect rates to increase only by end-2022.10 This, along with slightly higher odds of a potential COVID-19 resurgence, will support gold prices in the near-term. Ags/Softs: Neutral The USDA's Crop Progress report for the week ended 4 July 2021 showed 64% of the US corn crop was in good to excellent condition, down from the 71% reported for the comparable 2020 date. The Department reported 59% of the bean crop was in good to excellent shape vs 71% the year earlier. Chart 11 BENCHMARK IRON ORE 62% FE, CFR CHINA (TSI) GOING DOWN BENCHMARK IRON ORE 62% FE, CFR CHINA (TSI) GOING DOWN Chart 12 Sentiment Supports Oil Prices Sentiment Supports Oil Prices     Footnotes 1     Please see Are Chinese COVID Vaccines Underperforming? A Dearth of Real-Life Studies Leaves Unanswered Questions, published by Health Policy Watch, June 18, 2021. 2     According to HPW, the World Health Organization's Emergency Use Listing for these two vaccines "were unique in that unlike the Pfizer, AstraZeneca, Moderna, and Jonhson & Johonson vaccines that it had also approved, neither had undergone review and approval by a strict national or regional regulatory authority such as the US Food and Drug Administration or the European Medicines Agency. Nor have Phase 3 results of the Sinopharm and Sinovac trials been published in a peer-reviewed medical journal.  More to the point, post-approval, any large-scale tracking of the efficacy of the Sinovac and Sinopharm vaccine rollouts by WHO or national authorities seems to be missing." 3    Please see A Perfect Energy Storm On The Way, which we published on June 3, 2021 for additional discussion.  It is available at ces.bcaresearch.com. 4    Please refer to The Price of a Fully Renewable US Grid: $4.5 Trillion, published by greentechmedia 28 June 2019. 5    Please refer to the IEA's Net Zero By 2050, published in May 2021. 6    Please refer to USGS Mineral Commodity Summaries, 2021. 7     Please refer to Minerals for Climate Action: The Mineral Intensity of the Clean Energy Transition, published by the World Bank. 8    Please refer to Copper supply needs to double by 2050, Glencore CEO says, published by reuters.com on June 22, 2021. 9    Please see the FT's excellent coverage of this trend in A $140bn asset sale: the investors cashing in on Big Oil’s push to net zero published on July 6, 2021. 10   Please refer to Watch Employment, Not Inflation, published by the USBS on June 15, 2021.   Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Image