Asset Allocation

9 September 2021 at 10:00 EDT Emerging Markets Strategy/Webcast EM/China: See The Forest For The Trees 9 September 2021 at 21:00 EDT Emerging Markets Strategy/Webcast Emerging Asia: See The Forest For The Trees Highlights Structural inflation in India has abated noticeably since the mid-2010s. The cyclical inflation outlook is also benign (Chart 1). As such, the specter of inflation does not pose a material threat to this stock market. Indian stocks’ high valuation is a risk; yet this bourse’s structurally high premium relative to EM will likely continue as India’s earnings growth will stay strong and its volatility low. Investors should stay overweight Indian stocks in an EM equity portfolio, and local currency bonds in an EM domestic bond portfolio. Feature Chart 1India's Cyclical Inflation Outlook Is Benign Can Inflation Upset The Indian Applecart? Can Inflation Upset The Indian Applecart? In a recent Emerging Markets Strategy report we showed that India stands out as the only country in Asia with rather high inflation. Indeed, core CPI in India, at about 6%, is higher than all other major EM and DM countries, save Turkey and Russia. The question is, with the economy re-opening, will Indian inflation rise further and thus derail the rally in Indian equities? Our research indicates that both the structural and cyclical inflation outlook for India remains benign. Our models for headline and core CPI both point to lower inflation in the coming months (Chart 1). As such, inflation is unlikely to pose any major threat to Indian assets in the foreseeable future. Investors should remain overweight Indian stocks in an EM equity portfolio. Fixed-income investors should also continue to overweight Indian local bonds in an EM domestic bond portfolio. Currency traders should favor the rupee versus its EM peers. Inflation Outlook: Structural … The first of the two principal drivers of India’s structural inflation trend is the country’s productivity. The stronger the productivity gains, the more contained has been its structural inflation.   The second major driver is broad money supply. The higher the money growth, the steeper have been inflationary pressures – especially during those periods when productivity gains were timid. Top panel of Chart 2 shows that up until the early-2000s, India’s average productivity gains used to be rather low: of the order of 3% annually. That period was also marked by very strong broad money growth: at times, the latter would rise to 20% annually (Chart 2, bottom panel). This growth was due to chronically high fiscal deficits that were monetized, coupled with intermittent surges in bank credit. Chart 2Slower Money Supply Amid Decent Productivity Led To A Structural Decline In Inflation Can Inflation Upset The Indian Applecart? Can Inflation Upset The Indian Applecart? The consequence of persistently low productivity gains amid strong money supply was structurally high inflation, with occasional flare-ups well into double digits (Chart 2). Chart 3Steady Fall In Budget Deficits In Post-GFC Era Can Inflation Upset The Indian Applecart? Can Inflation Upset The Indian Applecart? From the early 2000s, however, that dynamic began to change. A surge in capital spending in infrastructure and other productive capacity propelled India’s productivity trend up by several notches. In the past 15 years, the productivity growth rate has averaged around 6% a year; even though more recently that rate has slowed. In the post-GFC period, both major sources of money creation were stymied. First, successive Indian governments, regardless of political affiliation, adopted a rather tight fiscal policy. They reined in fiscal outlays substantially. Non-interest expenditures of the central government fell from 14% of GDP in 2010 down to 9% by 2019, just before the pandemic (Chart 3, top panel). As a result, during that period, fiscal and primary deficits narrowed significantly: from almost 7% of GDP to 3%, and from almost 4% of GDP to nearly zero, respectively (Chart 3, bottom panel). In addition, a myriad of reasons1 caused commercial bank credit to decelerate materially – from as high as 30% before the GFC to a mere 6% by 2019. The upshot of all this was a secular decline in broad money growth. That eventually led India’s inflationary pressures to decline structurally since the mid-2010s (Chart 2, bottom panel, above). Going forward, those major drivers (both productivity and money growth) will warrant a benign inflation outlook. The country has been continuing its high capital spending for over a decade now (around 30% to 35% of GDP, a rate second only to China). This year, India’s capital spending has already revived. Other corroborating indicators such as imports of capital goods have also recovered robustly. This indicates a new capex cycle is unfolding. Therefore, odds are that the productivity growth rate will stay decent. Prudent fiscal policy, on the other hand, will keep the money growth in check. Chart 4Low Wages Will Help Keep Inflation Subdued Can Inflation Upset The Indian Applecart? Can Inflation Upset The Indian Applecart? Finally, wage pressures in India will also stay muted. In rural areas, both farm and non-farm nominal wages have been growing at a very slow pace; and are now flirting with outright contraction (Chart 4, top panel). Industrial wage expectations have also been tepid over the past several years (Chart 4, bottom panel). The broader picture is unlikely to change in the future as tens of millions of young people continue to join the work force every year. Taken together, these factors point to subdued structural inflation ahead. … And Cyclical The chance that inflation in India will flare up over a cyclical horizon (12 months) is also low: First, one of the major cyclical drivers of inflation in India, the government’s food procurement prices (called Minimum Support Price or MSP) have stayed low for the past several years. The announced MSPs for some of the crops for the 2021-22 agriculture season (July-June) have also shown no marked increase. This will surely help keep the wholesale prices for food in check, which, in turn, will keep a lid on consumer inflation expectations and ultimately on both headline and core consumer inflation (Chart 5). Second, the country’s money growth is also unlikely to witness an immediate, major boom. While the budget deficit has swelled over the past year or so, odds are that the government will revert to the tighter fiscal stance that prevailed over the past decade – as soon as the pandemic is brought under control. Chart 6 shows that government non-interest spending leads core CPI. Reduced expenditure growth will cap inflation. Chart 5Low Food Prices Will Keep A Lid On Inflation Expectations Can Inflation Upset The Indian Applecart? Can Inflation Upset The Indian Applecart? Chart 6Slowing Fiscal Spending Will Cap Core Inflation Can Inflation Upset The Indian Applecart? Can Inflation Upset The Indian Applecart? Chart 7Fuel Price Inflation Is Set To Decelerate Can Inflation Upset The Indian Applecart? Can Inflation Upset The Indian Applecart? The other contributor to money growth, bank credit, is expected to accelerate; but its expansion will not be rapid as banks are still suffering from elevated NPLs. Third, fuel price inflation has likely peaked in India. Last year authorities imposed substantial new taxes on local gasoline and diesel prices, which artificially raised consumer inflation (Chart 7). Since there is little chance of new fuel levies this year and given that crude prices are unlikely to rise much from the current levels (which is EMS’s view), fuel inflation will subside materially next year. And as fuel costs often eventually spill into core inflation, this deceleration will help check the latter as well. Finally, given the massive negative output gap that opened up in the economy during the pandemic-related lockdowns, it will take a while before the economy overheats again. Odds are therefore low that India’s inflation will accelerate much in the coming months. Notably, our cyclical inflation models for both headline and core CPI – built using the drivers discussed above – also vouch for a modest decline in inflation (Chart 1, on page 1). Does Inflation Hurt Stocks? Currently, the Indian economy is not plagued by any major excesses and therefore has no major macro vulnerability. The only potential vulnerability that the economy and stock markets face stem from any possible rise in inflation. Notably, the primary driver of Indian stocks is economic growth and corporate profits. Historically, inflation (CPI) in low- and mid-single digits did not hurt Indian stocks. However, once inflation approached a high-single digit mark (usually 8%), a sell-off in stocks typically occurred. Chart 8 shows that, during India’s high-inflation era (from 1994 to 2013), every time CPI breached the 8% mark (the dotted line in the chart), stocks fell in absolute USD terms, or at the minimum, were weak. Chart 8Indian Stocks Faced Major Headwinds When Headline CPI Approached 8% Can Inflation Upset The Indian Applecart? Can Inflation Upset The Indian Applecart? Chart 9In Recent Years Inflation Has Ceased To Be A Headwind For Indian Stocks Can Inflation Upset The Indian Applecart? Can Inflation Upset The Indian Applecart? Interestingly, the above correlations have changed dramatically since 2014. The top panel of Chart 9 shows that core CPI does not have any steady correlation with stock prices anymore. And core PPI, in fact, has developed a strong positive correlation with stocks (Chart 9, bottom panel) – in complete reversal of the dynamics that prevailed in the previous two decades. The adverse impact of inflation on stock prices is via multiple compression, as rising interest rates lead to equity de-rating. What’s notable is that the multiple compressions do not begin as soon as a rate hike cycle commences. Rather, it takes a meaningful rise in interest rates before it starts to hurt multiples (Chart 10). Given the above, one can expect a material multiple compression only if inflation rises a few notches above the central bank’s target (Chart 11). The odds of that happening now are low. Therefore, policy rates will remain lower for longer, and stock valuations will remain at a higher level than usual. Chart 10Interest Rates Usually Needed To Rise Several Points Before Stock Multiple Compression Began Can Inflation Upset The Indian Applecart? Can Inflation Upset The Indian Applecart? Chart 11India's Inflation Remains Within RBI Target Bands Can Inflation Upset The Indian Applecart? Can Inflation Upset The Indian Applecart?   Incidentally, thanks to material rate cuts, real interest rates paid by Indian firms – deflated by both core producer and core consumer prices – have plummeted. Lower real rates benefit the borrowers (i.e., non-financial listed companies) (Chart 12). The bottom line is that, with India’s inflation now being both structurally low (by Indian history) and cyclically tame, it is unlikely to be a cause of any major equity sell-off. Are Indian Equity Valuations Justified? With a trailing P/E of 31, and P/Book of 3.9, there is no doubt that Indian stocks are expensive. Yet, part of the multiple expansion in India, like most other DM countries, has been a direct outcome of a sharply lower policy rate, as discussed above. Incidentally, if one were to look at the cyclically adjusted valuation measures (CAPE), Indian markets appear to be only moderately expensive (Chart 13, top panel). Chart 12Lower Real Rates Boost Firms' Profits And Warrant Higher Stock Prices Can Inflation Upset The Indian Applecart? Can Inflation Upset The Indian Applecart? Chart 13Cyclically-Adjuted P/E Ratio Can Inflation Upset The Indian Applecart? Can Inflation Upset The Indian Applecart? Chart 14Relative Equity Multiples: India vs. EM Can Inflation Upset The Indian Applecart? Can Inflation Upset The Indian Applecart? In terms of relative valuation vis-à-vis the rest of the EM, Indian stocks continue to command a high premium: around 90% in the case of P/E and P/Book multiples. (Chart 14). In terms of cyclically adjusted valuation (CAPE) relative to the EM, India also appears to be quite pricey (Chart 13, bottom panel). The bottom line is that Indian stocks are expensive; and that is a risk to this bourse. A pertinent question here is whether India still merits the structurally high premium that it has enjoyed over the years relative to its peers. Our answer is in the affirmative. One reason this bourse has continued to enjoy a high premium, especially since the mid-2000s, is because the growth of Indian corporate earnings has been superior to those of most other EM countries. But more importantly, the volatility of those earnings has been much lower than its peers. These strong, yet less volatile earnings are what investors have been willing to pay a premium for. Going forward, we see both traits remaining intact. Long-term growth in India will likely stay as one of the highest in the EM world. Earnings volatility is also unlikely to change anytime soon. The reason is, first, lower inflation going forward will entail relatively lower interest rate volatility, and therefore, lower business cycle / earnings volatility. Second, India’s currency volatility will also likely stay lower. Part of the reason is the near absence of foreign investors on government bonds in India. This has precluded India from suffering a major currency sell-off during global risk-off episodes – as few bond investors head for the exit. We discussed this and several other issues related to Indian bond markets and the rupee in much greater detail in our last report on India. Taken together, lower volatility in both local currency earnings and the exchange rate entails lower overall volatility for US dollar-denominated earnings. That will help Indian stocks’ premium to stay elevated beyond any short-term fluctuations. Inflation And The Rupee Chart 15The Rupee Strengthens When Relative Inflation In India Versus US Decelerates Can Inflation Upset The Indian Applecart? Can Inflation Upset The Indian Applecart? The impact of inflation on the rupee is nuanced. It’s not the absolute level of India’s CPI or PPI that affects the rupee-dollar exchange rate; it’s the relative inflation between these two economies that does so. Chart 15 shows that the rupee usually strengthens versus the dollar when inflation in India falls relative to that of US (shown in inverted scale in the chart). These relative inflation dynamics could also provide insight into the exchange rate outlook. Chart 16 shows that the rupee is currently 10% cheaper when measured against what would be its “fair value” (Chart 16, bottom panel). The fair value has been derived from a regression analysis of the exchange rate on the manufacturers’ relative producer prices of the two countries. Investment Recommendations Indian stocks have decisively broken out both in absolute terms and relative to their EM counterparts (Chart 17). Notably, the outperformance is not just due to a sell-off in Chinese TMT stocks. It is even more impressive relative to the ‘mainstream EM’ bourses (i.e., EM excluding China, Taiwan and Korea). Given India’s relatively superior structural and cyclical backdrops, this outperformance should continue for a while (Chart 17, bottom two panels). Investors should stay overweight this bourse in an EM equity portfolio. Chart 16The Indian Rupee Is Now About 10% Below Its Fair Value Versus The US Dollar Can Inflation Upset The Indian Applecart? Can Inflation Upset The Indian Applecart? Chart 17Indian Stocks' Breakout Is Decisive And The Relative Outperformance Is Broad-based Can Inflation Upset The Indian Applecart? Can Inflation Upset The Indian Applecart? Chart 18Higher Carry And A Better Currency Outlook Will Lead To Indian Domestic Bonds' Outperformance Can Inflation Upset The Indian Applecart? Can Inflation Upset The Indian Applecart? The medium-term outlook for the rupee is also positive. The currency is cheap and competitive –an added incentive for both foreign direct investors and portfolio investors. Finally, Indian domestic bonds offer value – both relative to their EM peers and the US treasuries. 10-year government bonds yields, at 6.2%, offer an enticing 480 basis points over similar duration US Treasuries. Given the sanguine rupee and inflation outlooks, Indian bonds will likely continue to outperform EM local bonds (Chart 18). Investors should stay on with our recommendation of overweighting India in an EM local currency bond portfolio. Rajeeb Pramanik Senior EM Strategist rajeeb.pramanik@bcaresearch.com Footnotes 1 The reasons include a surge in bank NPLs, lack of bankable projects, a kind of policy paralysis resulting in delay in various regulatory clearances for capital projects etc.

Highlights The US dollar’s reserve status will remain intact for the foreseeable future. While this privilege is fraying at the edges, there are no viable alternatives just yet. There is an overarching incentive for any country to hold onto its currency’s power. For the US, it is still well within their ability to keep this “exorbitant privilege.” That said, there will be rolling doubts about the ability of the US to maintain its large currency sphere. This will create tidal waves in the currency’s path, providing plenty of trading opportunities for investors. China is on track to surpass the US in economic size, but it is far from dethroning the US in the military realm. However, it is gradually gaining the ability to deny the US access to its immediate offshore areas and may already be capable of winning a war over nearby islands like Taiwan. Watch the RMB over the next few decades. From a macro and cyclical perspective, the dollar is likely to decline as global growth picks up and the Fed lags market expectations in raising rates. From a geopolitical perspective, however, the backdrop is neutral-to-bullish for the dollar over the next three to five years. Feature Having the world’s reserve currency comes with a few advantages, which any governments would be loath to give up. The most important advantage is the ability to settle one’s balance of payments in one’s own currency. This not only facilitates trade for the reserve nation, it also reinforces the turnover of the reserve currency internationally. The value of this privilege is as much symbolic as economic. This “first mover advantage” or adoption of one’s currency internationally automatically ordains the resident central bank as the world’s bank. The primary advantage here is being able to dictate global financial conditions, expanding and contracting money supply to address domestic and global funding pressures. As compensation for this task, the world provides one with non-negligible seigniorage revenue. Being the world’s central bank also comes with another crucial advantage: being able to choose which international projects will be funded, while using cheaply issued local debt to finance these investments. Of course, any sensible society will earn more on its investments than it pays on the debt issued. There is a geopolitical angle to having the world’s reserve currency. A nation’s currency is widely held because of strategic depth—its ability to secure the people who trade in that currency and the property denominated in it. Deposits and transactions can be monitored, secured, or even halted at the behest of the sovereign. Holding the currency means one can maintain one’s purchasing power, given that it is backed by the most powerful country in the world. As the reserve currency becomes the de facto international medium of exchange, having stood the test of time through various crises, this allows the resident country to alter its purchasing power to achieve both national and international goals. Throughout history, having the world’s reserve currency has been the pursuit of many governments and kingdoms. In the current paradigm, the US enjoys this privilege. But could that change? And if so, how and when? Our goal in this report is threefold. First, why would any country want to maintain reserve status? Second, does the US still possess the apparatus to keep the dollar as a reserve asset over the next decade? And finally, are there any identifiable threats to the US dollar reserve status beyond a ten-year horizon? The Imperative To Maintain Status Quo Global trade is still largely conducted in US dollars. According to the BIS triennial central bank survey, 88.3% of transactions globally were in dollars just before the pandemic, a percentage that has been rather resilient over the last two decades (Chart I-1). It is true that currencies such as the Chinese renminbi have been gaining international acceptance, but displacing a currency that dominates almost 90% of global transactions is a herculean task. Surprisingly, the world has been transacting less often in euros and Japanese yen, currencies that also commanded international appeal in recent history. Chart I-1The US Dollar Still Dominates Global Transactions Is The Dollar’s Reserve Status Under Threat? Is The Dollar’s Reserve Status Under Threat? The big benefit for the US comes from being able to settle its balance of payments in dollars. This not only lowers transaction costs (by lowering exchange rate risk), but it also provides the ability to cheaply borrow in your own currency to pay for imports. Having global trade largely denominated in US dollars also establishes a network of systems that make it much easier to settle trade in that currency. It is remarkable that, despite running a persistent current account deficit, the US dollar has tended to appreciate during crises, a privilege other deficit countries do not enjoy (Chart I-2). Strong network effects make the US dollar the currency of choice during crises. Chart I-2Despite Running A Current Account Deficit, The Dollar Tends To Rise During Crises Is The Dollar’s Reserve Status Under Threat? Is The Dollar’s Reserve Status Under Threat? Chart I-3The US Generates Non-Negligible Seignorage Revenue The US Generates Non-Negligible Seignorage Revenue The US Generates Non-Negligible Seignorage Revenue Being at the center of the global financial architecture comes with an important benefit beyond trade: the ability to dictate financial conditions both domestically and globally. Consider a scenario in which the US and the global economy are facing a downturn. In this scenario, the Federal Reserve can be instrumental in turning the tide: To stimulate the US economy, the Fed lowers interest rates and/or runs a wider fiscal deficit. The central bank helps finance this fiscal deficit by expanding the monetary base (benefitting from seigniorage revenue). As the Fed drops interest rates, the yield curve steepens. Banks use the positive term structure to borrow at the short end of the curve and lend at the longer end. This boosts the US money supply. As firms borrow to invest, this increases demand for imports (machinery, commodities, consumer goods), widening the US current account deficit. US trade is settled in dollars, increasing the international supply of the greenback. To maintain competitiveness, other central banks purchase these dollars from the private sector, in exchange for their local currency. As global USD reserves rise, they can be reinvested back into Treasuries and held in custody at the Fed. In essence, the US can finance its budget deficit through a strong capital account surplus. The seigniorage revenue that the US enjoys by easing both domestic and international financing conditions is about $100 billion a year or roughly 0.5% of GDP (Chart I-3). But the goodwill from being able to dictate both domestic and international financial conditions is far greater. At BCA, one of our favorite measures of global dollar liquidity is the sum of the Fed’s custody holdings together with the US monetary base. Every time this measure has severely contracted in the past, the shortage of dollars has triggered a financial crisis somewhere, typically among other countries running deficits (Chart I-4), a highlight of the importance of the US as a global financier. Chart I-4US Money Supply And Global Liquidity US Money Supply And Global Liquidity US Money Supply And Global Liquidity Chart I-5Despite A Liability Shortfall, US Assets Generate A Net Profit Despite A Liability Shortfall, US Assets Generate A Net Profit Despite A Liability Shortfall, US Assets Generate A Net Profit Beyond seigniorage revenue, the US enjoys another advantage—being able to earn much more on its international investments than it pays on its liabilities. The US generates an excess return of 1% of GDP from its external assets, despite having a net liability shortfall of 67% of GDP (Chart I-5). The ability to issue debt that will be gobbled up by foreigners, and in part use these proceeds to generate a higher overall return on investments made abroad, does indeed constitute an “exorbitant privilege.” In a nutshell, there is a very strong incentive for the US to keep the dollar as the world’s reserve currency. One short-term implication is that the Fed might only taper asset purchases and/or raise interest rates in an environment in which both global and US growth are strong, or it could otherwise trigger a global liquidity crisis. This will be particularly the case given the Delta variant of COVID-19 is still hemorrhaging global economic activity. An Overreach In The Dollar’s Influence There is a political advantage to the US dollar’s reserve status that is often overlooked: transactions conducted in US dollars anywhere in the world fall under US law. In simple terms, if a company in any country buys energy from Iran and the transaction is done in US dollars, the Treasury has powers to sanction the parties involved. Since most companies across the world cannot afford to be locked out of the US financial system, they will tend to comply with US sanctions. Even companies that operate under the umbrella of great powers, such as China and Russia, still tend to adhere to US sanctions, because they do not want to jeopardize their trade with US allies, such as the European Union. Of course, China, Russia, and Iran are actively seeking alternative transaction systems to bypass the dollar and US sanctions. But they do not yet trust each other’s currencies. Chart I-6A Deep And Liquid Pool Of Treasurys A Deep And Liquid Pool Of Treasurys A Deep And Liquid Pool Of Treasurys The euro is the only viable alternative; however, the euro’s share of global transactions has fallen, despite the EU’s solidification as a monetary union over the past decade and despite the unprecedented deterioration of US relations with China and Russia. The EU could do great damage to the USD’s standing if it joined Russia’s and China’s efforts wholeheartedly, but the EU is still a major trading partner of the US and shares many of the same foreign policy aims. It is also chronically short of aggregate demand and runs trade and current account surpluses, depriving trade partners of euro savings or a debt market to recycle those savings (Chart I-6). Historically, having the world’s reserve currency allows the US to conduct international accords that serve both domestic and foreign interests. The Plaza Accord, signed in the 1980s to depreciate the US dollar, served both US interests in rebalancing the deficit and international interests in financing global trade. The 1980s were golden years for Japan and the Asian tigers on the back of a weak USD, allowing entities to borrow in greenbacks and profitably invest in Asian growth. Once the US dollar had depreciated by a fair amount, threatening its store of value, the US engineered the Louvre Accord to stabilize exchange rates. Ultimately, when various Asian bubbles popped, investors thought of nowhere better to flee than to the safety of the US dollar. The same thing happened after the emerging market boom of the 2000s and the eventual bust of the 2010s. Today, the US may not be able to organize an international intervention, if one should be necessary in the coming years. Past experience shows that countries act unilaterally and coordinated interventions lack staying power. Neither Europe nor Japan is in the position today to allow currency appreciation, as they were in the past. And the US has shown itself unable to combat its trading partners’ depreciation, as in the case of China, whose renminbi remains below 2014 levels. The bottom line is that there is nothing to stop the US from attempting to stretch its overreach too far, which would create a backlash that diminishes the dollar’s status. This is especially the case given trust in the US government is quite low by historical standards, which for now points to a lower dollar cyclically (Chart I-7). Chart I-7Trust In The US Government And The Dollar Is The Dollar’s Reserve Status Under Threat? Is The Dollar’s Reserve Status Under Threat? This is not to say that other countries with reserve aspirations can tolerate sustained appreciation. China has recommitted to manufacturing supremacy in its latest five-year plan, as it fears the political consequences of rapid deindustrialization. As such, the renminbi will be periodically capped to maintain competitiveness. Can The US Maintain Status Quo? Chart I-8A Lifespan Of Reserve Currencies Is The Dollar’s Reserve Status Under Threat? Is The Dollar’s Reserve Status Under Threat? Over the last few centuries, reserve currencies have tended to have a lifespan of about 100 years (Chart I-8). The reason is that global wars tend to knock the leading power off its geopolitical pedestal, devaluing its currency and giving rise to a new peace settlement with a new ascendant country whose currency then becomes the basis for international trade. Such was the case for Spain, France, the UK, and the United States in a pattern of war and peace since the sixteenth century. Granting that the US dollar took the baton from sterling in the 1920s and that the post-World War II peace settlement is eroding in the face of escalating geopolitical competition, it is reasonable to ask whether or not the US might lose its grip on this power. To assess this possibility, it is instructive to revisit the anatomy of a reserve currency: Typically, a reserve currency tends to be that of the “greatest” nation. For the same reason, the reserve nation tends to be the wealthiest, which ensures that its currency is a store of value and that it can act as a buyer of last resort during crisis (Chart I-9). This reasoning is straightforward when a global empire is recognizable and unopposed. But in the current context of multipolarity, or great power competition, the paradigm could start to shift. Global trade is slowing globally, but it is accelerating in Asia (Chart I-10). China is a larger trading partner than the US for many emerging markets and is slated to surpass the US economy over the next decade. The renminbi has a long way to go to rival the dollar, but it is gradually rising and its place within the global reserve currency basket is much smaller than its share of global trade or output, implying room for growth (Chart I-11). Chart I-9Wealth And Reserve Currency Status Go Hand-In-Hand Is The Dollar’s Reserve Status Under Threat? Is The Dollar’s Reserve Status Under Threat? Chart I-10Trade In Asia Is Booming Is The Dollar’s Reserve Status Under Threat? Is The Dollar’s Reserve Status Under Threat? Chart I-11Adoption Of The RMB Has Room To Grow Adoption Of The RMB Has Room To Grow Adoption Of The RMB Has Room To Grow To maintain hegemonic power (especially controlling the vital supply routes of prosperity), the reserve nation needs military might above and beyond everyone else. It helps that US military spending remains the biggest in the world, in part financed by US liabilities (Chart I-12). China is far from dethroning the US in the military realm. But it is gradually gaining the ability to deny the US access to its immediate offshore areas and may already be capable of winning a war over nearby islands like Taiwan. Moreover, its naval power is set to grow substantially between now and 2030 (Table I-1). Already, over the past decade, the US stood helplessly by when Russia and China annexed Crimea and the reefs of the South China Sea. It is possible to imagine a series of events that erode US security guarantees in the region, even as the US loses economic primacy. Chart I-12The US Still Maintains Military Might Is The Dollar’s Reserve Status Under Threat? Is The Dollar’s Reserve Status Under Threat? Table I-1China’s Economic And Naval Growth Slated To Reduce American Primacy In Asia Pacific Is The Dollar’s Reserve Status Under Threat? Is The Dollar’s Reserve Status Under Threat? The reserve currency nation needs to run deficits to finance activity in the rest of the world. That requires having deep and liquid capital markets to absorb global savings. There is considerable trust or “goodwill” that makes the US Treasury market the most liquid debt exchange pool in the world. This remains the case today (previously mentioned Chart I-6). Even so, this trend is shifting. The growth in euro- and yen-denominated debt is exploding. This mirrors the gradual shift in the allocation of FX reserves away from dollars into other currencies. If the US began to use the dollar as a geopolitical weapon recklessly, foreign entities may have no other choice but to rally into other currency blocks, including the euro (and perhaps eventually the yuan). This will take years, but it is worth noting that global allocation to FX reserves have fallen from around 80% toward USDs in the 70s to around 60% today (Chart I-13). Chart I-13The Dollar Reserve Status Has Been Ebbing The Dollar Reserve Status Has Been Ebbing The Dollar Reserve Status Has Been Ebbing On the political front, there is some evidence that public opinion on the dollar is fading, although it is far from damning. A Pew survey on the trust in the US government is near decade lows and has tracked the ebb and flow of changes in the dollar (previously shown Chart I-7). Trust in government will probably not get much worse in the coming years, as the pandemic will wane and stimulus will secure the economic recovery, but too much stimulus could conceivably ignite an inflation problem that weighs on trust. True, populism has driven the US government under two administrations into extreme deficit spending. With the pandemic as a catalyst, US deficits have reached WWII levels despite the absence of a war. However, the Biden administration’s $3.5 trillion spending bill will be watered down heavily – and the 2022 midterms will likely restore gridlock in Congress, freezing fiscal policy through at least 2025. In other words, fiscal policy is negative for the dollar in the very near term, but the fiscal outlook is not yet so extravagant as to suggest a loss of reserve currency status. After all, there is some positive news for the US. The US demonstrated its leadership in innovation with the COVID-19 vaccines; it survived its constitutional stress test in the 2020 election; it is now shifting from failed “nation building” abroad to nation building at home; and its companies remain the most innovative and efficient, judging by global equity market capitalization (Chart I-14). China, meanwhile, is facing the most severe test of its political and economic system since it marketized its economy in 1979. Investors should not lose sight of the fact that, since the rise of President Xi Jinping and Russia’s invasion of Ukraine, global policy uncertainty has tended to outpace US policy uncertainty, attracting flows into the dollar (Chart I-15). Given that China and Russia are both pursuing autocratic governments at the expense of the private economy, it would not be surprising to see global policy uncertainty take the lead once again, confirming the decade trend of global flows favoring the US when uncertainty rises. Chart I-14American Primacy Still Clear In Equity Market American Primacy Still Clear In Equity Market American Primacy Still Clear In Equity Market Chart I-15Higher Policy Uncertainty Good For Dollar Higher Policy Uncertainty Good For Dollar Higher Policy Uncertainty Good For Dollar The bottom line is that the US dollar is gradually declining as a share of the global currency reserve basket, just as the US economy and military are gradually declining as a share of global output and defense spending. Yet the US will remain the first or second largest economy and premier military power for a long time, and the dollar still lacks a viable single replacement. A major war or geopolitical crisis is probably necessary to precipitate a major breakdown. The Iranian Revolution and September 11 attacks both had this kind of effect (see 1979 and 2001 in Chart I-13 above). But COVID-19 is less clear. If China and Europe emerge as more stable than the US, then the post-pandemic aftermath will bring more bad news for the dollar. Investment Implications From a geopolitical perspective, the backdrop is neutral for the dollar beyond the next twelve to eighteen months. An escalating conflict with Iran—which is possible in the near term—would echo the early 2000s and weigh on the currency. But a deal with Iran and a strategic pivot to Asia would compound China’s domestic political problems and likely boost the greenback. Chart I-16US Twin Deficits And The Dollar US Twin Deficits And The Dollar US Twin Deficits And The Dollar From a macro and cyclical perspective, however, the view is clearly negative for the dollar. Over the next five years, the U.S. Congressional Budget Office (CBO) estimates that the U.S. budget deficit will shrink and then begin expanding again to -5% of GDP. If one assumes that the current account deficit will widen somewhat, then stabilize, the twin deficits will be pinned at around -10% of GDP. Markets have typically punished the dollar on rising twin deficits (Chart I-16). This suggests near-term pressure on the dollar’s reserve status is to the downside. EM currencies may hold a key to the performance of the dollar. While most EM economies remain hostage to the virus, a coiled-spring rebound cannot be ruled out as populations become vaccinated. China’s Politburo signaled in July that it will no longer tighten monetary and fiscal policy. We would expect policy easing over the next twelve months to ensure the economy is stable in advance of the fall 2022 party congress. If the virus wanes and China’s economy is stimulated, global growth will improve and the dollar will fall.   Chester Ntonifor Foreign Exchange Strategist chestern@bcaresearch.com Matt Gertken Geopolitical Strategist mattg@bcaresearch.com

Highlights Commodity markets will face growing supply challenges over the next decade as the US and China prepare for war, if only to deter war. Chinese President Xi Jinping's push for greater self-reliance at home and supply chain security abroad is reinforced by the West’s focus on the same interests. The erosion of a single rules-based global trade system increases the odds of economic and even military conflict. The competition for security is precipitating a reforging of global supply chains and a persistent willingness to use punitive measures, which can escalate into boycotts, embargoes, and even blockades (i.e. not only Huawei). The risk of military engagements will rise, particularly along global chokepoints and sea lanes needed to transport vital commodities. Import dependency and supply chain risk are powerful drivers of decarbonization efforts, especially in China. On net, geopolitical trends will keep the balance of commodity-price risks tilted to the upside. Commodity and Energy Strategy remains long commodity index exposure on a strategic basis via the S&P GSCI and the COMT ETF.  Note: Even in the short term, a higher geopolitical risk premium is warranted in oil prices due to US-Iran conflict. Feature The Chinese Communist Party (CCP) under President Xi Jinping has embarked on a drive toward autarky, or economic self-sufficiency, that has enormous implications, especially for global commodities. Beijing believes it can maintain central control, harness technology, enhance its manufacturing prowess, and grow at a reasonable rate, all while bulking up its national security. The challenge is to maintain social stability and supply security through the transition. China lives in desperate fear of the chaos that reigned throughout most of the twentieth and twenty-first centuries, which also enabled foreign domination (Chart 1). The problem for the rest of the world is that Chinese nationalism and assertive foreign policy are integral aspects of the new national strategy. They are needed to divert the public from social ills and deter foreign powers that might threaten China’s economy and supply security. Chart 1China Fears Any Risk Of Another ‘Century Of Humiliation’ US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand The chief obstacle for China is the United States, which remains the world leader even though its share of global power and wealth is declining over time. The US is formally adopting a policy of confrontation rather than engagement with China. For example, the Biden administration is co-opting much of the Trump administration's agenda. Infrastructure, industrial policy, trade protectionism, and the “pivot to Asia” are now signature policies of Biden as well as Trump (Table 1).1 Table 1US Strategic Competition Act Highlights Return Of Industrial Policy, Confrontation With China US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand Many of these policies are explicitly related to the strategic aim of countering China’s rise, which is seen as vitiating the American economy and global leadership. Biden’s Trump-esque policies are a powerful indication of where the US median voter stands and hence of long-term significance (Chart 2). Thus competition between the US and China for global economic, military, and political leadership is entering a new phase. China’s drive for self-reliance threatens the US-led global trade system, while the US’s still-preeminent geopolitical power threatens China’s vital lines of supply. Chart 2US Public’s Fears Are China-Centric US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand Re-Ordering Global Trade The US’s and China’s demonstrable willingness to use tariffs, non-tariff trade barriers, export controls, and sanctions cannot be expected to abate given that they are locked in great power competition (Chart 3). More than likely, the US and China will independently pursue trade relations with their respective allies and partners, which will replace the mostly ineffective World Trade Organization (WTO) framework. The WTO is the successor to the rules-based and market-oriented system known as the General Agreement on Tariffs and Trade (GATT), which was formed following World War II. The GATT’s founders shared a strong desire to avoid a repeat of the global economic instability brought on by World War I, the Great Crash of 1929, and the retreat into autarky and isolationism that led to WWII. Chart 3US and China Imposing Trade Restrictions US and China Imposing Trade Restrictions US and China Imposing Trade Restrictions This inter-war period saw domestically focused monetary policies and punishing tariffs that spawned ruinous bouts of inflation and deflation. Minimizing tariffs, leveling the playing field in trading markets, and reducing subsidization of state corporate champions were among the GATT's early successes. The WTO, like the GATT before it, has no authority to command a state to change its economy or the way it chooses to organize itself. At its inception the GATT's modus vivendi was directed at establishing a rules-based system free of excessive government intrusion and regulation. If governments agreed to reduce their domestic favoritism, they could all improve their economic efficiency while avoiding a relapse into autarky and the military tensions that go with it.2 The prime mover in the GATT's founding and early evolution – the USA – firmly believed that exclusive trading blocs had created the groundwork for economic collapse and war. These trading blocs had been created by European powers with their respective colonies. During the inter-war years the revival of protectionism killed global trade and exacerbated the Great Depression. After WWII, Washington was willing to use its power as the global hegemon to prevent a similar outcome. Policymakers believed that European and global economic integration would encourage inter-dependency and discourage protectionism and war. The fall of the Soviet Union reinforced this neoliberal Washington Consensus. Countries like India and China adopted market-oriented policies. The WTO was formed along with a range of global trade deals. Ultimately the US and the West cleared the way for China to join the trading bloc, hoping that the transition from communism to capitalism would eventually be coupled with social and even political liberalization. The world took a very different turn as the United States descended into a morass of domestic political divisions and foreign military adventures. China seized the advantage to expand its economy free of interference from the US or West. The West failed to insist that liberal economic reforms keep pace.3 Moreover, when China joined the WTO in 2001, the organization was in a state of "regulatory stalemate," which made it incapable of dealing with the direct challenges presented by China.4 Today President Xi has consolidated control over the Communist Party and directs its key economic, political, and military policymaking bodies. He has deepened party control down to the management level of SOEs – hiring and firing management. SOEs have benefited from Xi’s rule (Chart 4). But now the West is also reasserting the role of the state in the economy and trade, which means that punitive measures can be brought to bear on China’s SOEs. Chart 4State-Owned Enterprises Benefit From Xi Administration State-Owned Enterprises Benefit From Xi Administration State-Owned Enterprises Benefit From Xi Administration What Comes After The WTO? The CCP has shown no interest in coming around to the WTO's founding beliefs of government non-interference in the private sector. For example, it is doubling down on subsidization and party control of SOEs, which compete against firms in other WTO member states. Nor has the party shown any inclination to accept a trade system based on the GATT/WTO founding members' Western understanding of the rule of law. These states represent market-based economies with long histories of case law for settling disputes. Specifically, China’s fourteenth five-year plan and recent policies re-emphasize the need to upgrade the manufacturing sector rather than rebalancing the economy toward household consumption. The latter would reduce imbalances with trade deficit countries like the US but China is wary of the negative social consequences of too rapidly de-industrializing its economy. It wants to retain its strategic and economic advantage in global manufacturing and it fears the social and political consequences of fully adopting consumer culture (Chart 5). Chart 5China’s Economic Plans Re-Emphasize Manufacturing, Not Consumption US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand The US, EU, and Japan have proposed reform measures for the WTO aimed at addressing “severe excess capacity in key sectors exacerbated by government financed and supported capacity expansion, unfair competitive conditions caused by large market-distorting subsidies and state owned enterprises, forced technology transfer, and local content requirements and preferences.”5 But these measures are unlikely to succeed. China disagrees with the West’s characterization. In 2018-19, during the trade war with the US, Beijing contended that WTO members must “respect members’ development models.” China formally opposes “special and discriminatory disciplines against state-owned enterprises in the name of WTO reform.”6 In bilateral negotiations with the US this year, China’s first demand is that the US not to oppose its development model of “socialism with Chinese characteristics” (Table 2). Table 2China’s Three Diplomatic Demands Of The United States (2021) US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand Yet it is hard for the US not to oppose this model because it involves Beijing using the state’s control of the economy to strengthen national security strategy, namely by the fusion of civil and military technology. Going forward, the Biden administration will violate the number one demand that Chinese diplomats have made: it will attempt to galvanize the democracies to put pressure on China’s development model. China’s demand itself reflects its violation of the US primary demand that China stop using the state to enhance its economy at the expense of competitors. If a breakdown in global trading rules is replaced by the US and China forming separate trading blocs with their allies and partners, the odds of repeating the mistakes of the inter-bellum years of 1918-39 will significantly increase. Tariff wars, subsidizing national champions, heavy taxation of foreign interests, non-tariff barriers to trade, domestic-focused monetary policies, and currency wars would become more likely. China’s Strategic Vulnerability The CCP has delivered remarkable prosperity and wealth to the average Chinese citizen in the 43 years since it undertook market reforms, and especially since its accession to the WTO in 2001 (Chart 6). China has transformed from an economic backwater into a $15.4 trillion (2020) economy and near-peer competitor to the US militarily and economically.7 This growth has propelled China to the top of commodity-importing and -consuming states globally for base metals and oil. We follow these markets closely, because they are critical to sustaining economic growth, regardless of how states are organized. Production of and access to these commodities, along with natural gas, will be critical over the next decade, as the world decarbonizes its energy sources, and as the US and China address their own growth and social agendas while vying for global hegemony. Decarbonization is part of the strategic race since all major powers now want to increase economic self-sufficiency and technological prowess. Chart 6CCPs Remarkable Success In Growing Chinas Economy CCPs Remarkable Success In Growing Chinas Economy CCPs Remarkable Success In Growing Chinas Economy Over recent decades China has become the largest importer of base metals ores (Chart 7) and the world's top refiner of many of these metals. In addition, it is the top consumer of refined metal (Chart 8). Chart 7China Is World’s Top Ore Importer US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand Chart 8China Is Worlds Top Refined Metal Consumer China Is Worlds Top Refined Metal Consumer China Is Worlds Top Refined Metal Consumer By contrast, the US is not listed among ore importers or metals consumers in the Observatory of Economic Complexity (OEC) databases we used to map these commodities. This reflects not only domestic supplies but also the lack of investment and upgrades to the US's critical infrastructure over 2000-19.8 Going forward, the US is trying to invest in “nation building” at home. An enormous change has taken shape in strategic liabilities. In the oil market, the US went from being the world's largest importer of oil in 2000, accounting for more than 24% of imports globally, to being the largest oil and gas producer by 2019, even though it still accounted for more than 12% of the world's imports (Chart 9). In 2000, China accounted for ~ 3.5% of the world's oil imports and by 2019 it was responsible for nearly 21%. China is far behind per capita US energy consumption, given its large population, but it is gradually closing the gap (Chart 10). Overall energy consumption in China is much higher than in the US (Chart 11). Chart 9US Oil Imports Collapse As Shale Production Grows US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand Chart 10Energy Use Per Capita In China Far From US Levels... Energy Use Per Capita In China Far From US Levels... Energy Use Per Capita In China Far From US Levels... Chart 11China Is World’s Largest Primary Energy Consumer US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand China's impressive GDP growth in the twenty-first century is primarily responsible for China's stunning growth in imports and consumption of oil (Chart 12) and copper (Chart 13), which we track closely as a proxy for the entire base-metals complex. Chart 12Global Oil Demand Forecast Remains Steady Chinas GDP Drives Oil Consumption, Imports Global Oil Demand Forecast Remains Steady Chinas GDP Drives Oil Consumption, Imports Global Oil Demand Forecast Remains Steady Chinas GDP Drives Oil Consumption, Imports Chart 13Global Oil Demand Forecast Remains Steady Chinas GDP Drives Refined Copper Consumption And Ore Imports Global Oil Demand Forecast Remains Steady Chinas GDP Drives Refined Copper Consumption And Ore Imports Global Oil Demand Forecast Remains Steady Chinas GDP Drives Refined Copper Consumption And Ore Imports China’s importance in these markets points to an underlying strategic weakness, which is its dependency on imports. This in turn points to the greatest danger of the breakdown in US-China relations and the global trade system. The Road To War? China is extremely anxious about maintaining supply security in light of these heavy import needs. Its pursuit of economic self-sufficiency, including decarbonization, is driven by its fear of the US’s ability to cut off its key supply lines. China’s first goal in modernizing its military in recent years was to develop a naval force capable of defending the country from foreign attack, particularly in its immediate maritime surroundings. Historically China suffered from invaders across the sea who took advantage of its weak naval power to force open its economy and exploit it. Today China is thought to have achieved this security objective. It is believed to have a high level of capability within the “first island chain” that surrounds the coast, from the Korean peninsula to the Spratly Islands, including southwest Japan and Taiwan (Map 1).9 China’s militarization of the South China Sea, suppression of Hong Kong, and intimidation of Taiwan shows its intention to dominate Greater China, which would put it in a better strategic position relative to other countries. Map 1China’s Navy Likely Achieved Superiority Within The First Island Chain US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand China’s capability can be illustrated by comparing its naval strength to that of the United States, the most powerful navy in the world. While the US is superior, China would be able to combine all three of its fleets within the first island China, while the US navy would be dispersed across the world and divided among a range of interests to defend (Table 3). China would also be able to bring its land-based air force and missile firepower to bear within the first island chain, as opposed to further abroad.10 Table 3China’s Naval Growth Enables Primacy Within First Island Chain US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand In this sense China is militarily capable of conquering Taiwan or other nearby islands. President Xi Jinping had in fact ordered China’s armed forces be capable of doing so by 2020.11 Taiwan continues to be the most significant source of insecurity for the regime. True, a military victory would likely be a pyrrhic victory, as Taiwan’s wealth and tech industry would be destroyed, but China probably has the raw military capability to defeat Taiwan and its allies within this defined space. However, this military capability needs to be weighed against economic capability. If China seized military control of Taiwan, or Okinawa or other neighboring territories, the US, Japan, and their allies would respond by cutting off China’s access to critical supplies. Most obviously oil and natural gas. China’s decarbonization has been impressive but the reliance on foreign oil is still a fatal strategic vulnerability over the next few years (Chart 14). China is rapidly pursuing a Eurasian strategy to diversify away from the Middle East in particular. But it still imports about half its oil from this volatile region (Chart 15). The US navy is capable of interdicting China’s critical oil flows, a major inhibition on China’s military ambitions within the first island chain. Chart 14Chinas Energy Diversification Still Leaves Vulnerabilities Chinas Energy Diversification Still Leaves Vulnerabilities Chinas Energy Diversification Still Leaves Vulnerabilities Of course, if the US and its allies ever blockaded China, or if China feared they would, Beijing could be driven to mount a desperate attack to prevent them from doing so, since its economic, military, and political survival would be on the line. Chart 15China Still Dependent On Middle East Energy Supplies China Still Dependent On Middle East Energy Supplies China Still Dependent On Middle East Energy Supplies The obvious historical analogy is the US-Japan conflict in WWII. Invasions that lead to blockades will lead to larger invasions, as the US and Japan learned.12 However, the lesson from WWII for China is that it should not engage the US navy until its own naval power has progressed much further. In the event of a conflict, the US would be imposing a blockade at a distance from China’s naval and missile forces. When it comes to the far seas, China’s naval capabilities are extremely limited. Military analysts highlight that China lacks a substantial naval presence in the Indian Ocean. China relies on commercial ports, where it has partial equity ownership, for ship supply and maintenance (Table 4). This is no substitute for naval basing, because dedicated military facilities are lacking and host countries may not wish to be drawn into a conflict. Table 4China’s Network Of Part-Owned Ports Across The World: Useful But Not A Substitute For Military Bases US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand Further, Beijing lacks the sea-based air power necessary to defend its fleets should they stray too far. And it lacks the anti-submarine warfare capabilities necessary to defend its ships.13 These capabilities are constantly improving but at the moment they are insufficient to overthrow US naval control of the critical chokepoints like the Strait of Hormuz or Strait of Malacca. While China’s naval power is comparable to the US’s Asia Pacific fleet (the seventh fleet headquartered in Japan), it is much smaller than the US’s global fleet and at a much greater disadvantage when operating far from home. China’s navy is based at home and focused on its near seas, whereas US fleet is designed to operate in the far seas, especially the Persian Gulf, which is precisely the strategic area in question (Chart 16).14 China is gradually expanding its navy and operations around the world, so over time it may gain the ability to prevent the US from cutting off its critical supplies in the Persian Gulf. But not immediately. The implication is that China will have to avoid direct military conflict with the United States until its military and naval buildup has progressed a lot further. Chart 16China’s Navy At Huge Disadvantage In Distant Seas US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand Meanwhile Beijing will continue diversifying its energy sources, decarbonizing, and forging supply chains across Eurasia via the Belt and Road Initiative. What could go wrong? We would highlight a few risks that could cause China to risk war even despite its vulnerability to blockade: Chart 17China’s Surplus Of Males Undergirds Rise In Nationalism US-China: War Preparation Pushes Commodity Demand US-China: War Preparation Pushes Commodity Demand Domestic demographic pressure. China is slated to experience a dramatic bulge in the male-to-female ratio over the coming decade (Chart 17).15 A surfeit of young men could lead to an overshoot of nationalism and revanchism. This trend is much more important than the symbolic political anniversaries of 2027, 2035, and 2049, which analysts use to predict when China’s military might launch a major campaign. Domestic economic pressure. China’s turn to nationalism reflects slowing income growth and associated social instability. An economic crisis in China would be worrisome for regional stability for many reasons, but such pressures can lead nations into foreign military adventures. Domestic political pressure. China has shifted from “consensus rule” to “personal rule” under Xi Jinping. This could lead to faulty decision-making or party divisions that affect national policy. A leadership that carefully weighs each strategic risk could decay into a leadership that lacks good information and perspective. The result could be hubris and belligerence abroad. Foreign aggression. Attempts by the US or other powers to arm China’s neighbors or sabotage China’s economy could lead to aggressive reaction. The US’s attempt to build a technological blockade shows that future embargoes and blockades are not impossible. These could prompt a war rather than deter it, as noted above. Foreign weakness. China’s capabilities are improving over time while the US and its allies lack coordination and resolution. An opportunity could arise that China’s strategists believe they cannot afford to miss. Afghanistan is not one of these opportunities, but a US-Iran war or another major conflict with Russia could be. The breakdown in global trade is concerning because without an economic buffer, states may resort to arms to resolve disputes. History shows that military threats intended to discourage aggressive behavior can create dilemmas that incentivize aggression. The behavior of the US and China suggests that they are preparing for war, even if we are generous and assume that they are doing so only to deter war. Both countries are nuclear powers so they face mutually assured destruction in a total war scenario. But they will seek to improve their security within that context, which can lead to naval skirmishes, proxy wars, and even limited wars with associated risks of going nuclear. Investment Takeaways The pursuit of the national interest today involves using fiscal means to create more self-sufficient domestic economies and reduce international supply risks. Both China and the West are engaged in major projects to this end, including high-tech industrialization, domestic manufacturing, and decarbonization. These trends are generally bullish for commodities, even though they include trends like military modernization and naval expansion that could well be a prelude to war. War itself leads to commodity shortages and commodity price inflation, but of course it is disastrous for the people and economies involved. Fortunately, strategic deterrence continues to operate for the time being. The underlying geopolitical trend will put commodity markets under continual pressure. A final urgent update on oil and the Middle East: The US attempt to conduct a strategic “pivot” to Asia Pacific faces a critical juncture. Not because of Afghanistan but because of Iran. The Biden administration will have trouble unilaterally lowering sanctions on Iran after the humiliating Afghanistan pullout. The new administrations in both Iran and Israel are likely to establish red lines and credible threats. A higher geopolitical risk premium is thus warranted immediately in global oil markets. Beyond short-term shows of force, everything depends on whether the US and Iran can find a temporary deal to avoid the path to a larger war. But for now short-term geopolitical risks are commodity-bullish as well as long-term risks.   Robert P. Ryan Chief Commodity & Energy Strategist rryan@bcaresearch.com Matt Gertken Vice President Geopolitical Strategy mattg@bcaresearch.com   Footnotes 1     There are also significant differences between Biden and Trump in other areas such as redistribution, immigration, and social policy. 2     See Ravenhill, John (2020), Regional Trade Agreements, Chapter 6 in Global Political Economy, which he edited for Oxford University Press, particularly pp. 156-9. 3    “As time went by, the United States realized that Communism not only did not retreat, but also further advanced in China, with the state-owned economy growing stronger and the rule of the Party further entrenched in the process." See Henry Gao, “WTO Reform and China Defining or Defiling the Multilateral Trading System?” Harvard International Law Journal 62 (2021), p. 28, harvardilj.org.  4    See Mavroidis, Petros C. and Andre Sapir (2021), China and the WTO, Why Multilateralism Still Matters (Princeton University Press) for discussion.  See also Confronting the Challenge of Chinese State Capitalism published by the Center for Strategic & International Studies 22 January 2021. 5    Gao (2021), p. 19. 6    Gao (2021), p. 24. 7     Please see China's GDP tops 100 trln yuan in 2020 published by Xinhuanet 18 January 2021. 8    We excluded 2020 because of the COVID-19 pandemic's effects on supply and demand for these ores, metals and crude oil. 9    See Captain James Fanell, “China’s Global Navy Strategy and Expanding Force Structure: Pathway To Hegemony,” Testimony to the US House of Representatives, May 17, 2018, docs.house.gov. 10   Fanell (2018), p. 13. 11    He has obliquely implied that his vision for national rejuvenation by 2035 would include reunification with Taiwan. Others suggest that the country’s second centenary of 2049 is the likely deadline, or the 100th anniversary of the People’s Liberation Army. 12    The US was a major supplier of oil to Japan, and in 1941 it froze Japan's assets in the US and shut down all oil exports, in response to Japan's military incursion into China in the Second Sino-Japanese War of 1937-45.  Please see Anderson, Irvine H. Jr. (1975), "The 1941 De Facto Embargo on Oil to Japan: A Bureaucratic Reflex," Pacific Historical Review, 44:2, pp. 201-231.  13   See Jeffrey Becker, “Securing China’s Lifelines Across the Indian Ocean,” China Maritime Report No. 11 (Dec 2020), China Maritime Studies Institute, digital-commons.usnwc.edu. 14   See Rear Admiral Michael McDevitt, “Becoming a Great ‘Maritime Power’: A Chinese Dream,” Center for Naval Analyses (June 2016), cna.org. 15   For discussion see Major Tiffany Werner, “China’s Demographic Disaster: Risk And Opportunity,” 2020, Defense Technical Information Center, discover.dtic.mil.  

Highlights Global oil demand will remain betwixt and between recovery and relapse through 3Q21, as stronger DM consumer spending and increasing mobility wrestles with persistent concerns over COVID-19-induced lockdowns in Latin America and Asia. These concerns will be allayed as vaccines become more widely distributed, and fears of renewed lockdowns – and their associated demand destruction – recede.  Going by US experience – which can be tracked on a weekly basis – as consumer spending rises in the wake of relaxed restrictions on once-routine social interactions, fuel demand will follow suit (Chart of the Week). OPEC 2.0 likely will agree to return ~ 400k b/d monthly to the market over the course of the next year and a hal. For 2021, we raised our average forecast to $70/bbl, and our 2H21 expectation to $74/bbl. For 2022 and 2023, we expect Brent to average $75 and $78/bbl. These estimates are highly sensitive to demand expectations, particularly re containment of COVID-19. Feature For every bit of good news related to the economic recovery from the COVID-19 pandemic, there is a cautionary note. Most prominently, reports of increasing demand for refined oil products like diesel fuel and gasoline in re-opening DM economies are almost immediately offset by fresh news of renewed lockdowns, re-infections in highly vaccinated populations, and fears a new mutant strain of the coronavirus will emerge (Chart 2).1 In this latter grouping, EM economies feature prominently, although Australia this week extended its lockdown following a flare-up in COVID-19 cases. Chart of the WeekUS Product Demand Revives As Economy Reopens US Product Demand Revives As Economy Reopens US Product Demand Revives As Economy Reopens Chart 2COVID-19 Infection And Death Rates Keep Markets On Edge Demand Dictates Oil Price Expectations Demand Dictates Oil Price Expectations Our expectation on the demand side is unchanged from last month – 2021 oil demand will grow ~ 5.4mm b/d vs. 2020 levels, while 2022 and 2023 consumption will grow 4.1 and 1.6mm b/d, respectively (Chart 3). These estimates reflect the slowing of global GDP growth over the 2021-23 interval, which can be seen in the IMF's and World Bank's GDP estimates, which we use to drive our demand forecasts.2 Weekly data from the US seen in the Chart of the Week provide a hint of what can be expected as DM and EM economies re-open in the wake of relaxed restrictions on once-routine social interactions. Demand for refined products – e.g., gasoline, diesel fuel and jet fuel – will recover, but at uneven rates over the next 2-3 years. The US EIA notes the recovery in diesel demand, which is included in "Distillates" in the chart above, has been faster and stronger than that of gasoline and jet fuel. This is largely because it reflects the lesser damage done to freight movement and activities like mining and manufacturing. The EIA expects 4Q21 US distillate demand to come in 100k b/d above 4Q19 levels at 4.2mm b/d, and to hit an all-time record of 4.3mm b/d next year. US gasoline demand is not expected to surpass 2019 levels this year or next, in the EIA's forecast. This is partly due to improved fuel efficiencies in automobiles – vehicle-miles travelled are expected to rise to ~ 9mm miles/day in the US, which will be slightly higher than 2019's level. Jet fuel demand in the US is expected to return to 2019 levels next year, coming in at 1.7mm b/d. Chart 3Global Oil Demand Forecast Remains Steady Global Oil Demand Forecast Remains Steady Global Oil Demand Forecast Remains Steady Quantifying Demand Risks We use the recent uptick in COVID-19 cases as the backdrop for modelling demand-destruction scenarios in this month’s oil balances (Chart 2). We consider different scenarios of potential demand destruction caused by the resurgence in the pandemic (Table 1). Last year, demand fell by 9% on average, which we take to be the extreme down move over an entire year. In our simulations, we do not expect demand to fall as drastically this time. Table 1Demand-Destruction Scenario Outcomes Demand Dictates Oil Price Expectations Demand Dictates Oil Price Expectations We modelled two scenarios – a 5% drop in demand (our low-demand-destruction scenario) and an 8% drop in demand (our high-demand-destruction scenario). A demand drop of a maximum of 2% made nearly no difference to prices, and so, we did not include it in our analysis. In both cases, demand starts to fall by September and reaches its lowest point in October 2021. We adjusted changes to demand in the same proportion as changes in demand in 2020, before making estimates converge to our base-case by end-2022. The estimates of price series are noticeably distinct during the period of the simulation (Chart 4). Starting in 2023, the low-demand-destruction prices and base-case prices nearly converge, as do their inventory levels. Prices and inventory levels in the high-demand-destruction case remain lower than the base-case during the rest of the forecast sample. OPEC 2.0 and world oil supply were kept constant in these scenarios. World oil supply is calculated as the sum of OPEC 2.0 and Non-OPEC 2.0 supply. Non-OPEC 2.0 can be broken down into the US, and Non-OPEC 2.0, Ex-US countries. Examples of these suppliers are the UK, Canada, China, and Brazil. OPEC 2.0 can be broken down into Core-OPEC 2.0 and the cohort we call "The Other Guys," which cannot increase production. Core-OPEC 2.0 includes suppliers we believe have excess spare capacity and can inexpensively increase supply quickly. Chart 4Brent Forecasts Rise As Global Economy Recovers COVID-19 Demand Destruction Scenarios Brent Forecasts Rise As Global Economy Recovers COVID-19 Demand Destruction Scenarios Brent Forecasts Rise As Global Economy Recovers COVID-19 Demand Destruction Scenarios OPEC 2.0 Remains In Control We continue to expect the OPEC 2.0 producer coalition led by the Kingdom of Saudi Arabia (KSA) and Russia to maintain its so-far-successful production policy, which has kept the level of supply below demand through most of the COVID-19 pandemic (Chart 5). This allowed OECD inventories to fall below their pre-COVID range, despite a 9% loss of global demand last year (Chart 6). We expect this discipline to continue and for OPEC 2.0 to continue restoring its market share (Table 2). Chart 5OPEC 2.0 Production Policy Kept Supply Below Demand OPEC 2.0 Production Policy Kept Supply Below Demand OPEC 2.0 Production Policy Kept Supply Below Demand Chart 6...And Drove OECD Inventories Down ...And Drove OECD Inventories Down ...And Drove OECD Inventories Down Table 2BCA Global Oil Supply - Demand Balances (MMb/d, Base Case Balances) Demand Dictates Oil Price Expectations Demand Dictates Oil Price Expectations Our expectation last week the KSA-UAE production-baseline impasse will be short-lived remains intact. We expect supply to be increased after this month at a rate of 400k b/d a month into 2022, per the deal most members of the coalition signed on to prior to the disagreement between the longtime GCC allies. This would, as the IEA notes, largely restore OPEC 2.0's spare capacity accumulated via production cutbacks during the pandemic of ~ 6-7mm b/d by the end of 2022 (Chart 7). It should be remembered that most of OPEC 2.0's spare capacity is held by Gulf Cooperation Council (GCC) states, which includes the UAE. The UAE's official baseline production number (i.e., its October 2018 production level) likely will be increased to 3.65mm b/d from 3.2mm b/d, and its output in 2H21 and 2022 likely will be adjusted upwards. As one of the few OPEC 2.0 members that actually has invested in higher production and can increase output meaningfully, it would, like KSA, benefit from providing barrels out of this spare capacity.3 Chart 7OPEC 2.0 Spare Capacity Will Return Demand Dictates Oil Price Expectations Demand Dictates Oil Price Expectations As we noted last week, we do not think this impasse was a harbinger of a breakdown in OPEC 2.0's so-far-successful production-management strategy. In our view, this impasse was a preview of how negotiations among states with the capacity to raise production will agree to allocate supply in a market starved for capital in the future. This is particularly relevant as US shale producers continue to focus on providing competitive returns to their shareholders, which will limit supply growth to that which can be done profitably. We see the "price-taking cohort" – i.e., those producers outside OPEC 2.0 exemplified by the US shale-oil producers – remaining focused on maintaining competitive margins and shareholder priorities. This means maintaining and growing dividends, and returning capital to shareholders will have priority as the world transitions to a low-carbon business model (Chart 8).4 For 2021, we raised our average forecast to $70/bbl on the back of higher prices lifting the year-to-date average so far, and our 2H21 expectation to $74/bbl. For 2022 and 2023, we expect Brent to average $75 and $78/bbl (Chart 9). These estimates are highly sensitive to demand expectations, which, in turn, depend on the global success in containing and minimizing COVID-19 demand destruction, as we have shown above. Chart 8US Shale Producers Focus On Margins US Shale Producers Focus On Margins US Shale Producers Focus On Margins Chart 9Raising Our Forecast Slightly Raising Our Forecast Slightly Raising Our Forecast Slightly Investment Implications In our assessment of the risks to our views in last week's report, we noted one of the unintended consequences of the unplanned and uncoordinated rush to a so-called net-zero future will be an improvement in the competitive position of oil and gas. This is somewhat counterintuitive, but the logic goes like this: The accelerated phase-out of conventional hydrocarbon energy sources brought about policy, regulatory and legal imperatives already is reducing oil and gas capex allocations within the price-taking cohort exemplified by US shale-oil producers. This also will restrict capital flows to EM states with heavy resource endowments and little capital to develop them. Our strong-conviction call on oil, gas and base metals is premised on our view that renewables and their supporting grids cannot be developed and deployed quickly enough to make up for the energy that will be foregone as a result of these policies. Capex for the metals miners has been parsimonious, and brownfield projects continue to dominate. Greenfield projects can take more than a decade to develop, and there are few in the pipeline now as the world heads into its all-out renewables push. In a world where conventional energy production is being forced lower via legislation, regulation, shareholder and legal decisions, higher prices will ensue even if demand stays flat or falls: If supply is falling, market forces will lift oil and gas prices – and the equities of the firms producing them – higher. As for metals like copper and their producers, if supply is unable to keep up with demand, prices of the commodities and the equities of the firms producing them will be forced to go higher.5 This call underpins our long S&P GSCI and COMT ETF commodity recommendations, and our long MSCI Global Metals & Mining Producers ETF (PICK) recommendation. We will look for opportunities to get long oil and gas producer exposure via ETFs as well, given our view on oil and metals spans the next 5-10 years.   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 US EIA expects growth in large-scale solar capacity will exceed the increase in wind generation for the first time ever in 2021-22. The EIA forecasts 33 GW of solar PV capacity will be added to the US grid this year and next, with small-scale solar PV increasing ~ 5 GW/yr. The EIA expects wind generation to increase 23 GW in 2021-22. The EIA attributed the slow-down in wind development to the expiration of a $0.025/kWH production tax credit at the end of 2020. Taken together, solar and wind generation will account for 15% of total US electricity output by the end of 2022, according to the EIA. Nuclear power will account for slightly less than 20% of US generation in 2021-22, while hydro will fall to less than 7% owing to severe drought in the western US. At the other end of the generation spectrum, coal will account for ~ 24% of generation this year, as it takes back incremental market share from natural gas, and ~ 22% of generation in 2022. Base Metals: Bullish Iron ore prices continue to trade above $215/MT in China, even as demand is expected to slow in 2H21. Supply additions from Brazil, which ships higher quality 65% Fe ore, have been slower than expected, which is supporting prices (Chart 10). Separately, the Chinese government's auction of refined copper earlier this month cleared the market at $10,500/MT, or ~ $4.76/lb. Spot copper has been trading on either side of $4.30/lb this month, which indicates the Chinese market remains well bid. Precious Metals: Bullish The 13-year record jump in the US Consumer Price Index reported this week for the month of June is bullish for gold, as it produced weaker real rates and sparked demand for inflation hedges. Fed Chair Powell continued to stick to the view that the recent rise in inflation is transitory. The Fed’s dovish outlook will support gold prices and likely will lead to a weaker US dollar, as it reduces the possibility that US interest rates will rise soon. A falling USD will further bolster gold prices (Chart 11). Chart 10 BENCHMARK IRON ORE 62% FE, CFR CHINA (TSI)RECOVERING BENCHMARK IRON ORE 62% FE, CFR CHINA (TSI)RECOVERING Chart 11 Gold Prices Going Down Gold Prices Going Down     Footnotes 1     We highlighted this risk in last week's report, Assessing Risks To Our Commodity Views, which is available at ces.bcaresearch.com. Two events – in the Seychelles and Chile, where the majority of the populations were inoculated – highlight re-infection risk. Re-infections in Indonesia along with lockdowns following the spread of the so-called COVID-19 Delta variant also are drawing attention. Please see Euro 2020 final in UK stokes fears of spread of Delta variant, published by The Straits Times on July 11, 2021. The news service notes that in addition to the threats super-spreader sporting events in Europe present, "The rapid spread of the Delta variant across Asia, Africa and Latin America is exposing crucial vaccine supply shortages for some of the world's poorest and most vulnerable populations. Those two factors are also threatening the global economic recovery from the pandemic, Group of 20 finance ministers warned on Saturday." 2     Please see the recently published IMF World Economic Outlook Reports and the World Bank Global Economic Prospects. 3    If, as we suspect, KSA and the UAE are playing a long game – i.e., a 20-30-year game – this spare capacity will become more valuable as investment capex into oil production globally slows. Please see The $200 billion annual value of OPEC’s spare capacity to the global economy published by kapsarc.org on July 17, 2018. 4    Please see Bloomberg's interview with bp's CEO Bernard Looney at Banks Need ‘Radical Transparency,’ Citi Exec Says: Summit Update, which aired on July 13, 2021. In addition to focusing on margins and returns, the company – like its peers among the majors – also is aiming to reduce oil production by 20% by 2025 and 40% by 2030. 5    This turn of events is being dramatically played out in the coal markets, where the supply of metallurgical coals is falling as demand increases. Please see Coal Prices Hit Decade High Despite Efforts to Wean the World Off Carbon published by wsj.com on June 25, 2021.   Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Image

In lieu of next week’s report, I will be presenting the quarterly Counterpoint webcast titled ‘Where Is The Groupthink Wrong? And How To Profit From It.’ I do hope you can join. We will then take a summer break, so our next report will come out on August 5. Highlights The quantum theory of finance describes the strange quantum effects of ultra-low inflation, of ultra-low interest rates, and of ultra-low probabilities. The key finding of the quantum theory of finance is that when inflation and interest rates get ultra-low, inflation becomes completely insensitive to monetary policy, while risk-asset valuations become hyper-sensitive to monetary policy. The hyper-sensitivity of $500 trillion of global risk-assets to bond yields means that the ultimate low in the US T-bond yield is still to come. Given the hyper-sensitivity of equity valuations to bond yields and the demand for US assets during bond market rallies, it also means that the structural bull market in equities and the structural bull market in the US dollar are both still intact. Feature Feature ChartNear The Lower Bound In Bond Yields, Potential Losses Are Greater Than Potential Gains Near The Lower Bound In Bond Yields, Potential Losses Are Greater Than Potential Gains Near The Lower Bound In Bond Yields, Potential Losses Are Greater Than Potential Gains When things get ultra-small, the laws of physics undergo a radical shift. Classical physics breaks down, and we must to turn to an alternative theory to explain and predict the physical world. That theory is the quantum theory of physics. In this updated Special Report we propose that, just as there is the quantum theory of physics, there is The Quantum Theory Of Finance. When inflation and interest rates get ultra-low, the laws of economics and finance undergo a radical shift. And we must turn to the alternative theory to explain and predict the economic and financial world. In the physical world, the allowable values of a physical system appear to be continuous, with all values permitted. In fact, the permitted values occur in discrete ‘quanta’. At ultra-small scales, these quantum effects become the dominant driver of physical systems and form the foundation of the quantum theory of physics. Likewise, in the economic and financial world of ultra-low inflation and interest rates, quantum effects become the dominant drivers of the system. These quantum effects take three forms: The quantum effects of ultra-low inflation. The quantum effects of ultra-low interest rates. The quantum effects of ultra-low probabilities. The Quantum Effects Of Ultra-Low Inflation Even though inflation is continuous mathematically, we do not perceive it as such psychologically. Instead we perceive inflation as ‘quantum states’ of either price stability or price instability. A recent IFO paper points out that households’ inflation perceptions are “more in line with the imperfect information view prevailing in social psychology than with the rational actor view assumed in mainstream economics.”1 And in Real-Feel Inflation: Quantitative Estimation of Inflation Perceptions, Michael Ashton confirms that “it would be challenging for a consumer to distinguish 1 percent inflation from 2 percent inflation – that fine of a gradation in perception would be extremely unusual to find.”2 There are several reasons why we perceive inflation imprecisely: We do not recognise quality change and substitution adjustments. We tend to feel inflation asymmetrically, noticing goods whose prices are rising, but noticing less goods whose prices are falling. This is the classic attribution bias: higher prices are inflation, lower prices are “good shopping.” Items whose prices are volatile tend to draw more attention, and give more opportunities for these asymmetries to compound. We notice the price changes of small, frequently purchased items more than the price changes of large infrequently purchased items. We perceive the cost of homeownership as the monthly mortgage payment, and not the imputed cost of owners’ equivalent rent (OER). Yet OER is the largest single item in the US core CPI basket, weighted at 30 percent. The result of these biases is that we perceive inflation intuitively, as a quantum state rather than as a precise number within a continuum. The quantum effects of ultra-low inflation mean that policymakers can take an economy from the state of price instability to the state of price stability, and vice-versa, but they cannot sustainably hit an arbitrary inflation target within the quantum state, such as 2 percent (Chart I-2). Chart I-2Mission Impossible: 2 Percent Inflation Mission Impossible: 2 Percent Inflation Mission Impossible: 2 Percent Inflation The Quantum Effects Of Ultra-Low Interest Rates Policymakers accept that there exists an interest rate, at around -1 percent, below which there would be an exodus of bank deposits. Hence, this marks the lower bound of policy interest rates. When policy interest rates are at, or near, this lower bound, central banks can turn to a second strategy: they can promise to keep the policy rate ultra-low for an extended period. Thereby they can pull down the long bond yield towards the lower bound too. To do this, they must convince the market that their promise is genuine. Enter quantitative easing (QE) which, in the words of the ECB’s former Chief Economist Peter Praet, is nothing more than “a signalling channel which reinforces the credibility of forward guidance on (ultra-low) policy rates.” Once forward guidance plus QE has taken bond yields close to their lower bound, we start to see the quantum effects of ultra-low interest rates. Specifically, the bond investor is left with a highly asymmetric payoff – the bond price can fall much more than it can rise. Witness the performance of Swiss bonds through the past three years. The worst drawdowns have far exceeded the best gains (Feature Chart, Chart I-3 and Chart I-4). Chart I-3Swiss Bonds Offer Small Potential Gains... Swiss Bonds Offer Small Potential Gains... Swiss Bonds Offer Small Potential Gains... Chart I-4...But Big Potential Losses ...But Big Potential Losses ...But Big Potential Losses This asymmetric payoff is technically known as negative skew and it starts to take effect when bond yields decline to around 2 percent above their lower bound. So, if the lower bound for the 10-year T-bond yield is -0.5 percent, the negative skew in its payoffs would start to take effect at around 1.5 percent. One important implication of the quantum effect of ultra-low interest rates is that the asymmetry of bond payoffs becomes very similar to the asymmetry of equity and other risk-asset payoffs (Chart I-5). This is important because, as we describe in the next section, it is the skew of an asset’s payoff that establishes its absolute and relative riskiness. Chart I-5Equities Can Suffer Bigger Short-Term Losses Than Short-Term Gains (Negative Skew) Equities Can Suffer Bigger Short-Term Losses Than Short-Term Gains (Negative Skew) Equities Can Suffer Bigger Short-Term Losses Than Short-Term Gains (Negative Skew) The Quantum Effects Of Ultra-Low Probabilities We are very bad at comprehending low probabilities. For example, we cannot distinguish a 1 in a 1000 risk from a 1 in a 100 risk, even though the second risk is ten times greater than the first. This is what Daniel Kahneman’s and Amos Tversky’s Nobel prize winning Prospect Theory called the ‘quantal effect’ of ultra-low probabilities. Kahneman and Tversky discovered that our fears and hopes come in quanta rather than in a continuum, with the result that we overweight the tail-events in a payoff distribution. “Because people are limited in their ability to comprehend and evaluate extreme probabilities, highly unlikely events are either ignored or over-weighted.” If the payoff distribution is symmetric, then our overweighting of the positive and negative tails cancels out, meaning there is no impact on the value of the payoff (Figure I-1). However, if the payoff distribution is skewed, then the longer tail dominates our perceived value of the payoff. Figure I-1In A Symmetric Payoff, We Overestimate The Big Gain And the Big Loss Equally, So It Cancels Out The Quantum Theory Of Finance (Part 2) The Quantum Theory Of Finance (Part 2) A lottery payoff has an extreme positive skew. There exists a miniscule chance of winning a fortune. As we overweight this highly unlikely event, we overvalue the lottery ticket relative to its expected payoff (Figure I-2). And this explains the existence of the multi-billion dollar lottery industry. Figure I-2In A Positively-Skewed Payoff (Lottery), We Overestimate The Big Gain, So We Overpay The Quantum Theory Of Finance (Part 2) The Quantum Theory Of Finance (Part 2) Conversely, the payoff from equities has a negative skew. As we overweight the tail-event of losing a lot of money, we undervalue this negatively skewed payoff (Figure I-3). In other words, we demand a higher return from a negatively skewed payoff relative to a symmetrical payoff, such as the payoff from bonds when yields are not ultra-low. And this explains the existence of the so-called ‘equity risk premium.’ Figure I-3In A Negatively-Skewed Payoff (Risk-Assets), We Overestimate The Big Loss, So We Demand A ‘Risk Premium’ The Quantum Theory Of Finance (Part 2) The Quantum Theory Of Finance (Part 2) Crucially though, at ultra-low bond yields – when both equity and bond payoffs carry the same negative skew – we no longer demand a higher return from equities versus bonds. As the equity risk premium compresses, the return demanded from equities and other risk-assets collapses to the ultra-low bond yield. Put another way, the valuation of risk-assets soars. The Quantum Theory Of Finance, The Past And The Future The key finding of the quantum theory of finance is this. When inflation and interest rates get ultra-low, inflation becomes completely insensitive to monetary policy, while risk-asset valuations become hyper-sensitive to monetary policy. This is the story of the past decade, and most likely the story of the coming years. For over a decade now, central banks have fixated on hitting their 2 percent inflation targets when the quantum effects of ultra-low inflation make such a target unachievable. In their misguided fixation, the unleashing of trillions of dollars of QE has taken bond yields to unprecedented lows which has driven risk-asset valuations to unprecedented highs, and made them hyper-sensitive to the slightest move in bond yields (Chart I-6 and Chart I-7). Chart I-6Real Estate Prices Have Massively Outperformed Rents Real Estate Prices Have Massively Outperformed Rents Real Estate Prices Have Massively Outperformed Rents Chart I-7Equity Prices Have Massively Outperformed Profits Equity Prices Have Massively Outperformed Profits Equity Prices Have Massively Outperformed Profits Yet to be clear, though policymakers cannot consistently hit the 2 percent inflation target, they could certainly take the economy back to price instability – if they pursued ultra-loose monetary policy combined with ultra-loose fiscal policy aggressively enough for long enough. But if a major economy were to take this road – intentionally or accidentally – the $500 trillion valuation of global risk-assets that is premised on ultra-low inflation and ultra-low interest rates would collapse. As we have previously written, this means that The Road To Inflation Ends At Deflation and the ultimate low in the T-bond yield is still to come. Alternatively, another deflationary shock could take us to this ultimate low in the T-bond yield more directly. Given the hyper-sensitivity of equity valuations to bond yields and the massive portfolio inflows into US assets during shocks, this also means that the structural bull markets in equities and the structural bull market in the US dollar are both still intact. Dhaval Joshi Chief Strategist dhaval@bcaresearch.com Footnotes 1 Please see Households’ Inflation Perceptions and Expectations: Survey Evidence from New Zealand, IFO Working Paper, February 2018 available at https://www.ifo.de/DocDL/wp-2018-255-hayo-neumeier-inflation-perceptions-expectations.pdf 2 Please see Real-Feel Inflation: Quantitative Estimation of Inflation Perceptions by Michael Ashton, National Association for Business Economics available at https://link.springer.com/content/pdf/10.1057/be.2011.35.pdf Fractal Trade Update We are pleased to report that long USD/CAD achieved its 3.7 percent profit target, and short building materials (PKB) versus healthcare (XLV) achieved its 15 percent profit target. Combined with other successes, this lifts the 6-month win ratio to an all-time high of 76 percent, comprising 12.3 winners versus just 3.9 losers. This week, we present two new candidates for countertrend reversal. First, the strong recent rally in Australian 30-year bonds has reached fragility on its 65-day fractal structure. The recommended trade is to short Australian versus Canadian 30-year bonds, setting the profit-target and symmetrical stop-loss at 3.9 percent. Second, the strong recent rally in lead versus platinum has also reached fragility on its 65-day fractal structure. The recommended trade is to short lead versus platinum, setting the profit-target and symmetrical stop-loss at 6.4 percent. Chart I-8Short Australian Vs, Canadian 30-Year Bonds Short Australian Vs, Canadian 30-Year Bonds Short Australian Vs, Canadian 30-Year Bonds Chart I-9Short Lead Vs. Platinum Short Lead Vs. Platinum Short Lead Vs. Platinum 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 - Euro Area Indicators To Watch - Bond Yields - Euro Area Indicators To Watch - Bond Yields - Euro Area Chart II-2Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area Indicators To Watch - Bond Yields - Europe Ex Euro Area   Chart II-3Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Indicators To Watch - Bond Yields - Asia Chart II-4Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed Indicators To Watch - Bond Yields - Other Developed   Indicators To Watch - Interest Rate Expectations Chart II-5Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-6Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations   Chart II-7Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Chart II-8Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations Indicators To Watch - Interest Rate Expectations    

Highlights US labor-market disappointments notwithstanding, the global recovery being propelled by real GDP growth in the world's major economies is on track to be the strongest in 80 years. This growth will fuel commodity demand, which increasingly confronts tighter supply.  Higher commodity prices will ensue, and feed through to realized and expected inflation.  Manufacturers will continue to see higher input and output prices. Our modeling suggests the USD will weaken to end-2023; however, most of the move already has occurred.  Real US rates will remain subdued, as the Fed looks through PCE inflation rates above its 2% target and continues to focus on its full-employment mandate (Chart of the Week). Given these supportive inflation fundamentals, we remain long gold with a price target of $2,000/oz for this year.  We are upgrading silver to a strategic position, expecting a $30/oz price by year-end.  We remain long the S&P GSCI Dynamic Roll Index ETF (COMT) and the S&P GSCI, expecting tight supply-demand balances to steepen backwardations in forward curves, and long the Global Metals & Mining Producers ETF (PICK). Global economic policy uncertainty will remain elevated until broader vaccine distributions reduce lockdown risks. Feature The recovery of the global economy catalyzed by massive monetary accommodation and fiscal stimulus is on track to be the strongest in the past 80 years, according to the World Bank.1 The Bank revised its growth expectation for real GDP this year sharply higher – to 5.6% from its January estimate of 4.1%. For 2022, the rate of global real GDP growth is expected to slow to 4.3%, which is still significantly higher than the average 3% growth of 2018-19. DM economies are expected to grow at a 4% rate this year – double the average 2018-19 rate – while EM growth is expected to come in at 6% this year vs a 4.2% average for 2018-19. The big drivers of growth this year will be China, where the Bank expects an unleashing of pent-up demand to push real GDP up by 8.5%, and the US, where massive fiscal and monetary support will lift real GDP 6.8%. The Bank expects other DM economies will contribute to this growth, as well. Growth in EM economies will be supported by stronger demand and higher commodity prices, in the Bank's forecast. Commodity demand is recovering faster than commodity supply in the wake of this big-economy GDP recovery. As a result, manufacturers globally are seeing significant increases in input and output prices (Chart 2). Chart of the WeekUS Real Rates Continue To Languish Gold, Silver, Indexes Favored As Inflation Looms Gold, Silver, Indexes Favored As Inflation Looms Chart 2Global Manufacturers' Prices Moving Higher Gold, Silver, Indexes Favored As Inflation Looms Gold, Silver, Indexes Favored As Inflation Looms These price increases at the manufacturing level reflect the higher-price environment in global commodity markets, particularly in industrial commodities – i.e., bulks like iron ore and steel; base metals like copper and aluminum; and oil prices, which touch most processes involved in getting materials out of the ground and into factories before they make their way to consumers, who then drive to stores to pick up goods or have them delivered. Chart 3Commodity Price Increases Reflected in CPI Inflation Expectations Commodity Price Increases Reflected in CPI Inflation Expectations Commodity Price Increases Reflected in CPI Inflation Expectations These price pressures are being picked up in 5y5y CPI swaps markets, which are cointegrated with commodity prices (Chart 3). This also is showing up in shorter-tenor inflation gauges – monthly CPI and 2y CPI swaps. Oil prices, in particular, will be critical to the evolution of 5-year/5-year (5y5y) CPI swap rates, which are closely followed by fixed-income markets (Chart 4). Chart 4Oil Prices Are Key To 5Y5Y CPI Swap Rates Oil Prices Are Key To 5Y5Y CPI Swap Rates Oil Prices Are Key To 5Y5Y CPI Swap Rates Higher Gold Prices Expected CPI inflation expectations drive 5-year and 10-year real rates, which are important explanatory variables for gold prices (Chart 5).2 In addition, the massive monetary and fiscal policy out of the US also is driving expectations for a lower USD: Currency debasement fears are higher than they otherwise would be, given all the liquidity and stimulus sloshing around global markets, which also is bullish for gold (Chart 6). Chart 5Weaker Real Rates Bullish For Gold Weaker Real Rates Bullish For Gold Weaker Real Rates Bullish For Gold Chart 6Weaker USD Supports Gold Weaker USD Supports Gold Weaker USD Supports Gold All of these effects, particularly the inflationary impacts, are summarized in our fair-value gold model (Chart 7). At the beginning of 2021, our fair-value gold model indicated price would be closer to $2,005/oz, which was well above the actual gold price in January. Gold prices have remained below the fair value model since the beginning of 2021. The model explains gold prices using real rates, TWIB, US CPI and global economic policy uncertainty. Based on our modeling, we expect these variables to continue to be supportive of gold, bolstering our view the yellow metal will reach $2000/ oz this year. Unlike industrial commodities, gold prices are sensitive to speculative positioning and technical indicators. Our gold composite indicator shows that gold prices may be reflecting bullish sentiment. This sentiment likely reflects increasing inflation expectations, which we use as an explanatory variable for gold prices. The fact that gold is moving higher on sentiment is corroborated by the latest data point from Marketvane’s gold bullish consensus, which reported 72% of the traders expect prices to rise further (Chart 8). Chart 7BCAs Gold Fair-Value Model Supports 00/oz View BCAs Gold Fair-Value Model Supports $2000/oz View BCAs Gold Fair-Value Model Supports $2000/oz View Chart 8Sentiment Supports Oil Prices Sentiment Supports Oil Prices Sentiment Supports Oil Prices Investment Implications The massive monetary and fiscal stimulus that saw the global economy through the worst of the economic devastation of the COVID-19 pandemic is now bubbling through the real economy, and will, if the World Bank's assessment proves out, result in the strongest real GDP growth in 80 years. Liquidity remains abundant and interest rates – real and nominal – remain low. In its latest Global Economic Prospects, the Bank notes, " The literature generally suggests that monetary easing, both conventional and unconventional, typically boosts aggregate demand and inflation with a lag of 1-3 years …" The evidence for this is stronger for DM economies than EM; however, as the experience in China shows, scale matters. If the Bank's assessment is correct, the inflationary impulse from this stimulus should be apparent now – and it is – and will endure for another year or two. This stimulus has catalyzed organic growth and will continue to do so for years, particularly in economies pouring massive resources into renewable-energy generation and the infrastructure required to support it, a topic we have been writing about for some time.3 We remain long gold with a price target of $2,000/oz for this year. We are long silver on a tactical basis, but given our growth expectations, are upgrading this to a strategic position, expecting a $30/oz price by year-end. As we have noted in the past, silver is sensitive to all of the financial factors we consider when assessing gold markets, and it has a strong industrial component that accounts for more than half of its demand.4 Supportive fundamentals remain in place, with total supply (mine output and recycling) falling, demand rising and balances tightening (Chart 9). Worth noting is silver's supply is constrained because of underinvestment in copper production at the mine level, where silver is a by-product. On the demand side, continued recovery of industrial and consumer demand will keep silver prices well supported. In terms of broad commodity exposure, we remain long the S&P GSCI Dynamic Roll Index ETF (COMT) and the S&P GSCI, expecting tight supply-demand balances to continue to draw down inventories – particularly in energy and metals markets – which will lead to steeper backwardations in forward curves. Backwardation is the source of roll-yields for long commodity index investments. Investors initially have a long exposure in deferred commodity futures contracts, which are then liquidated and re-established when these contracts become more prompt (i.e., closer to delivery). If the futures' forward curves are backwardated, investors essentially are buying the deferred contracts at a lower price than the price at which the position likely is liquidated. We also remain long the Global Metals & Mining Producers ETF (PICK), an equity vehicle that spans miners and traders; the longer discounting horizon of equity markets suits our view on metals. Chart 9Upgrading Silver To Strategic Position Gold, Silver, Indexes Favored As Inflation Looms Gold, Silver, Indexes Favored As Inflation Looms Chart 10Wider Vaccine Distribution Will Support Gold Demand Gold, Silver, Indexes Favored As Inflation Looms Gold, Silver, Indexes Favored As Inflation Looms Global economic policy uncertainty will remain elevated until broader vaccine distributions reduce lockdown risks. We expect the wider distribution of vaccines will become increasingly apparent during 2H21 and in 2022. This will be bullish for physical gold demand – particularly in China and India – which will add support for our gold position (Chart 10).       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 US EIA expects Brent crude oil prices to fall to $60/bbl next year, given its call higher production from OPEC 2.0 and the US shales will outpace demand growth. The EIA expects global oil demand will average just under 98mm this year, or 5.4mm b/d above 2020 levels. For next year, the EIA is forecasting demand will grow 3.6mm b/d, averaging 101.3mm b/d. This is slightly less than the demand growth we expect next year – 101.65mm b/d. We are expecting 2022 Brent prices to average $73/bbl, and $78/bbl in 2023. We will be updating our oil balances and price forecasts in next week's publication. Base Metals: Bullish Pedro Castillo, the socialist candidate in Peru's presidential election, held on to a razor-thin lead in balloting as we went to press. Markets have been focused on the outcome of this election, as Castillo has campaigned on increasing taxes and royalties for mining companies operating in Peru, which accounts for ~10% of global copper production. The election results are likely to be contested by opposition candidate rival Keiko Fujimori, who has made unsubstantiated claims of fraud, according to reuters.com. Copper prices traded on either side of $4.50/lb on the CME/COMEX market as the election drama was unfolding (Chart 11). Precious Metals: Bullish As economies around the world reopen and growth rebounds, car manufacturing will revive. Stricter emissions regulations mean the demand for autocatalysts – hence platinum and palladium – will rise with the recovery in automobile production. Platinum is also used in the production of green hydrogen, making it an important metal for the shift to renewable energy. On the supply side, most platinum shafts in South Africa are back to pre-COVID-19 levels, according to Johnson Matthey, the metals refiner. As a result, supply from the world’s largest platinum producer will rebound by 40%, resulting in a surplus. South Africa accounts for ~ 70% of global platinum supply. The fact that an overwhelming majority of platinum comes from a nation which has had periodic electricity outages – the most recent one occurring a little more than a week ago – could pose a supply-side risk to this metal. This could introduce upside volatility to prices (Chart 12). Ags/Softs: Neutral As of 6 June, 90% of the US corn crop had emerged vs a five-year average of 82%; 72% of the crop was reported to be in good to excellent condition vs 75% at this time last year. Chart 11 Political Risk in Chile and Peru Could Bolster Copper Prices Political Risk in Chile and Peru Could Bolster Copper Prices Chart 12 Platinum Prices Going Up Platinum Prices Going Up Footnotes 1     Please see World Bank's Global Economic Prospects update, published June 8, 2021. 2     In fact, US Treasury Inflation-Indexed securities include the CPI-U as a factor in yield determination.  3    For our latest installment of this epic evolution, please see A Perfect Energy Storm On The Way, which we published last week.  It is available at ces.bcareserch.com. 4    Please see Higher Inflation Expectations Battle Lower Risk Premia In Gold Markets, which we published February 4, 2021. It is available at ces.bcareserch.com.     Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Higher Inflation On The Way Higher Inflation On The Way

Highlights China's high-profile jawboning draws attention to tightness in metals markets, and raises the odds the State Reserve Board (SRB) will release some of its massive copper and aluminum stockpiles in the near future. Over the medium- to long-term, the lack of major new greenfield capex raises red flags for the IEA's ambitious low-carbon pathway released last week, which foresees the need for a dramatic increase in renewable energy output and a halt in future oil and gas investment to achieve net-zero emissions by 2050. Copper demand is expected to exceed mined supply by 2028, according to an analysis by S&P, which, in line with our view, also sees refined-copper consumption exceeding production this year (Chart of the Week). A constitution re-write in Chile and elections in Peru threaten to usher in higher taxes and royalties on mining in these metals producers, placing future capex at risk. Chile's state-owned Codelco, the largest copper producer in the world, fears a bill to limit mining near glaciers could put as much as 40% of its copper production at risk. We remain bullish copper and look to get long on politically induced sell-offs as the USD weakens. Feature Politicians are inserting themselves in the metals markets' supply-demand evolutions to a greater degree than in the past, which is complicating the short- and medium-term analysis of prices. This adds to an already-difficult process of assessing markets, given the opacity of metals fundamentals – particularly inventories, which are notoriously difficult to assess. Chinese Communist Party (CCP) jawboning of market participants in iron ore, steel, copper and aluminum markets over the past two weeks has weakened prices, but, with the exception of steel rebar futures in Shanghai – down ~ 17% from recent highs, and now trading at ~ 4911 RMB/MT –  the other markets remain close to records.  Benchmark 62% Fe iron ore at the port of Tianjin was trading ~ 4% lower at $211/MT, while copper and aluminum were trading ~ 5.5% and 6.5% off their recent records at $4.535/lb and $2,350/MT, respectively. In addition to copper, aluminum markets are particularly tight (Chart 2). Jawboning aside, if fundamentals continue to keep prices elevated – or if we see a new leg up – China's high-profile jawboning could presage a release by the State Reserve Board (SRB) of some of its massive copper and aluminum stockpiles in the near term. In the case of copper, market guesses on the size of this stockpile are ~ 2mm to 2.7mm MT. On the aluminum side, Bloomberg reported CCP officials were considering the release of 500k MT to quell the market's demand for the metal. Chart of the WeekContinue Tightening In Copper Expected Continue Tightening In Copper Expected Continue Tightening In Copper Expected Chart 2Aluminum Remains Tight Aluminum Remains Tight Aluminum Remains Tight Brownfield Development Not Sufficient Our balances assessments continue to indicate key base metals markets are tight and will remain so over the short term (2-3 years). Economies ex-China are entering their post-COVID-19 recovery phase. This will be followed by higher demand from renewable generation and grid build-outs that will put them in direct competition with China for scarce metals supplies for decades to come. Markets will continue to tighten. In the bellwether copper market, we expect this tightness to remain a persistent feature of the market over the medium term – 3 to 5 years out – given the dearth of new supply coming to market. Copper prices are highly correlated with the other base metals (Chart 3) – the coefficient of correlation with the other base metals making up the LME's metals index is ~ 0.86 post-GFC – and provide a useful indicator of systematic trends in these markets. Chart 3Copper Correlation With LME Index Ex-Copper Less Metal, More Jawboning Less Metal, More Jawboning Copper ore quality has been falling for years, as miners focused on brownfield development to extend the life of mines (Chart 4). In Chart 5, we show the ratio of capex (in billion USD) to ore quality increases when capex growth is expanding faster than ore quality, and decreases when capex weakens and/or ore quality degradation is increasing. Chart 4Copper Capex, Ore Quality Declines Less Metal, More Jawboning Less Metal, More Jawboning Chart 5Capex-to-Ore-Quality Decline Set Market Up For Higher Prices Less Metal, More Jawboning Less Metal, More Jawboning Falling prices over the 2012-19 interval coincide with copper ore quality remaining on a downward trend, likely the result of previous higher prices that set off the capex boom pre-GFC. The lower prices favored brownfield over greenfield development. Goehring and Rozencwajg found in their analysis of 24 mines, about 80% of gross new reserves booked between 2001-2014 were due not to new mine discoveries but to companies reclassifying what was once considered to be waste-rock into minable reserves, lowering the cut-off grade for development.1 This is consistent with the most recent datapoints in Chart 5, due to falling ore grade values, as companies inject less capex into their operations and use it to expand on brownfield projects. Higher prices will be needed to incentivize more greenfield projects. A new report from S&P Global Market Intelligence shows copper reserves in the ground are falling along with new discoveries.2 According to the S&P analysts, copper demand is expected to exceed mined supply by 2028, which, in line with our view, sees refined-copper consumption exceeding production this year. Renewables Push At Risk Just last week, the IEA produced an ambitious and narrow path for governments to collectively reach a net-zero emissions (NZE) goal by 2050.3 Among its many recommendations, the IEA singled out the overhaul of the global electric grid, which will be required to accommodate the massive renewable-generation buildout the agency forecasts will be needed to achieve its NZE goals. The IEA forecasts annual investment in transmission and distribution grids will need to increase from $260 billion to $820 billion p.a. by 2030. This is easier said than done. Consider the build-out of China's grid, which is the largest grid in the world. To become carbon neutral by 2060, per its stated goals, investment in China’s grid and associated infrastructure is expected to approach ~ $900 billion, maybe more, over the next 5 years.4 The world’s largest fossil-fuel importer is looking to pivot away from coal and plans to more than double solar and wind power capacity to 1200 GW by 2030. Weening China off coal and rebuilding its grid to achieve these goals will be a herculean lift. It comes as no surprise that IEA member states have pushed back on the agency's NZE-by-2050 plan. This primarily is because of its requirement to completely halt fossil-fuel exploration and spending on new projects. Japan and Australia have pushed back against this plan, citing energy security concerns. Officials from both countries have stated that they will continue developing fossil fuel projects, as a back-up to renewables. Japan has been falling behind on renewable electricity generation (Chart 6). Expensive renewables and the unpopularity of nuclear fuel could make it harder for the world’s fifth largest fossil fuels consumer to move away from fossil fuels. Around the same time the IEA released its report, Australia committed $464 million to build a new gas-fired power station as a backup to renewables. Chart 6Japan Will Continue Building Fossil-Fuel Back-Up Generation Japan Will Continue Building Fossil-Fuel Back-Up Generation Japan Will Continue Building Fossil-Fuel Back-Up Generation Just days after the IEA report was published, the G7 nations agreed to stop overseas coal financing. This could have devastating effects for emerging and developing nations‘ electricity grids which are highly dependent on coal. In 2020 70% and 60% of India and China’s electricity respectively were produced by coal (Chart 7).5 Chart 7EM Economies Remain Reliant On Coal-Fired Generation Less Metal, More Jawboning Less Metal, More Jawboning Near-Term Copper Supply Risks Rise Even though inventories appear to be rebuilding, mounting political risks keep us bullish copper (Chart 8). Lawmakers in Chile and Peru are in the process of re-writing their constitutions to, among other things, raise royalties and taxes on mining activities in their respective countries. This could usher in higher taxes and royalties on mining for these metals producers, placing future capex at risk. In addition, Chile's state-owned Codelco, the largest copper producer in the world, fears a bill to limit mining near glaciers could put as much as 40% of its copper production at risk.6 None of these events is certain to occur. Peruvian elections, for one thing, are too close to call at this point, and Chile has a history of pro-business government. However, these are non-trivial odds – i.e., greater than Russian roulette odds of 1:6 – and if any or all of these outcomes are realized, higher costs in copper and lithium prices would result, and miners would have to pass those costs on to buyers. Bottom Line: We remain bullish base metals, especially copper. Another leg up in copper would pull base metals higher with it. We would look to get long on politically induced sell-offs, particularly with the USD weakening, as expected Chart 8Global Copper Inventories Rebuilding But Still Down Y/Y Global Copper Inventories Rebuilding But Still Down Y/Y Global Copper Inventories Rebuilding But Still Down Y/Y   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 Next Tuesday's OPEC 2.0 meeting appears to be a fairly staid affair, with little of the drama attending previous gatherings. Russian minister Novak observed the coalition would be jointly "calculating the balances" when it meets, taking into account the likely official return of Iran as an exporter, according to reuters.com. We expect a mid-year deal on allowing Iran to return to resume exports under the nuclear deal abrogated by the Trump administration in 2019, and reckon Iran has ~ 1.5mm b/d of production it can bring back on line, which likely would return its crude oil production to something above 3.8mm b/d by year-end. We are maintaining our forecast for Brent to average $64.45/bbl in 2H21; $75 and $78/bbl, in 2022 and 2023, respectively. By end 2023, prices trade to $80/bbl. Our forecast is premised on a wider global recovery going into 2H21, and continued production discipline from OPEC 2.0 (Chart 9). Base Metals: Bullish Our stop-losses was elected on our long Dec21 copper position on May 21, which means we closed the position with 48.2% return. The stop loss on our long 2022 vs short 2023 COMEX copper futures backwardation recommendation also was elected on May 20, leaving us with a return of 305%. We will be looking for an opportunity to re-establish these positions. Precious Metals: Bullish We expect the collapse in bitcoin prices, the US Fed’s decision to not raise interest rates, and a weakening US dollar to keep gold prices well bid (Chart 10). China’s ban on cryptocurrency services and Musk’s acknowledgment of the energy intensity of Bitcoin mining sent Bitcoin prices crashing. The Fed’s decision to keep interest rates constant, despite rising inflation and inflation expectations will reduce the opportunity cost of holding gold. According to our colleagues at USBS, the Fed will make its first interest rate hike only after the US economy has reached "maximum employment". The Job Openings and Labor Turnover Survey reported that job openings rose nearly 8% in March to 8.1 million jobs, however, overall hiring was little changed, rising by less than 4% to 6 million. As prices in the US rise and the dollar depreciates, gold will be favored as a store of value. On the back of these factors, we expect gold to hit $2,000/oz. Ags/Softs: Neutral Corn futures were trading close to 20% below recent highs earlier in the week at ~ $6.27/bu, on the back of much faster-than-expected plantings. Chart 9 Brent Prices Going Up Brent Prices Going Up Chart 10 US Dollar To Keep Gold Prices Well Bid US Dollar To Keep Gold Prices Well Bid     Footnotes 1     Please refer to Goehring & Rozencwajg’s Q1 2021 market commentary. 2     Please see Copper cupboard remains bare as discoveries dwindle — S&P study published by mining.com 20 May 2021. 3    Please see Net Zero by 2050 – A Roadmap for the Global Energy Sector, published by the IEA. 4    Please see China’s climate goal: Overhauling its electricity grid, published by Aljazeera.  5    We discuss this in detail in Surging Metals Prices And The Case For Carbon-Capture published 13 May 2021, and Renewables ESG Risks Grow With Demand, which was published 29 April 2021.  Both are available at ces.bcaresearch.com. 6    Please see A game of chicken is clouding tax debate in top copper nation, Fujimori looks to speed up projects to tap copper riches in Peru and Codelco says 40% of its copper output at risk if glacier bill passes published by mining.com 24, 23 and 20 May 2021, respectively.    Investment Views and Themes Strategic Recommendations Tactical Trades Commodity Prices and Plays Reference Table Trades Closed in 2021 Summary of Closed Trades Higher Inflation On The Way Higher Inflation On The Way

Highlights We update our assumptions for the likely 10-15 year return for a wide range of different asset classes. Our methodology is basically unchanged from our last Return Assumptions report published in 2019, though we have refined our analysis and use of data in some areas. Returns over the next decade will be very low compared to history. We project that a standard global portfolio (50% equities, 30% bonds, and 20% alternatives) will return only 3.0% a year in nominal terms. That compares to a historic return of 6.3%. There are still some assets that will produce better returns, most notably small caps (4.9% a year in the US) and alternatives (6.2% for private equity, for example). But they also carry higher risk. Spreadsheets are available with detailed data. Introduction This is the third edition of our work on return assumptions. Since publishing the previous reports in November 2017 and June 2019, we have had many opportunities to discuss our methodologies with clients and in the Global Asset Allocation course at the BCA Academy. This has allowed us to test and, in many cases, refine our approach. We believe the methodologies we use have stood the test of time. We have always emphasized that this sort of capital markets assumptions (CMA) analysis is an art, not a precise science. We continue to prefer to project returns over a somewhat undefined 10-15 year period, since this allows us to think about the underlying trend of likely returns. Many other CMA papers use five (or even three) year time horizons which, in our view, are problematical since they rely heavily on a forecast of the timing, length, and severity of the next recession. Our approach is based on the concept that the return on the risk-free long-term government bond is the cornerstone to projecting asset returns, and that this return is rather predictable: It is approximately the current yield. Most other asset returns can be built up from that – the return on high-yield bonds, for example, by assuming that their historic spread over government bonds, and default and recovery rates will continue in the future. For equities, we continue to use six different methodologies, which are based on a mixture of valuation and projected earnings growth. This approach – that assumed returns can be built up from a combination of current yield plus forecast future growth in capital values – also works for most alternative asset classes, for example real estate. We have made a few minor changes to our methodology in this edition. We have, for example, made our use of historical data (for spreads, profit margins, growth relative to GDP, etc.) more consistent, using the 20-year average where possible. The biggest change this time is that clients can download here a spreadsheet with all the data in this report in order, for example, to use the data as inputs into their own optimizers. In addition, we have set up our detailed spreadsheet to allow clients to see the underlying inputs, the formulae behind our methodologies, and to input their own assumptions. This will also allow us to update the results of our analysis as often as needed. Please let us know here if you would like more details about this additional service. This Special Report is structured as follows. First, we analyze the overall results: What is the probable return from each asset class over the next 10-15 years, and how do these differ from historical returns. Next, we describe in detail the methodologies we use, for (1) economic growth, (2) fixed-income instruments, (3) equities, and (4) 12 different alternative asset classes. Then, we describe our way of forecasting currency returns, and show the return assumptions in different base currencies. Finally, we update the numbers for volatility and correlations, which many investors need as inputs into optimization programs. The summary of our results is shown in Table 1. The results are all average annual nominal total returns, in local currency terms (except for global indexes, which are in US dollars). The data is updated to end-April 2021 (except for some alternative asset classes where only quarterly data is available). Table 1BCA Assumed Returns Return Assumptions 2021 Return Assumptions 2021 Overall Results Returns over the coming decade are likely to be very disappointing compared to history. Our assumptions suggest a typical global portfolio, consisting of 50% large-cap equities, 30% bonds, and 20% alternatives, will produce an annual nominal return of only 3.0%, compared to an average of 6.3% over the past 20 years. A US-only portfolio with a similar composition is likely to produce only a 3.1% return, compared to 7% in history. The reason is simple: Valuations currently are very stretched in almost every asset class. The risk-free rate (the 10-year government bond yield) in the US is 1.6% (compared to a 20-year average of 3.1%). It is negative in the euro area (in nominal terms) and zero in Japan. These rates are the anchor for the returns of all other asset classes, which are theoretically priced off the risk-free rate plus a risk premium. We have long argued that valuations are not a good timing tool for investors. An asset can remain very expensive or very cheap for a considerable period. But all the evidence shows that the valuation at the starting point is a very powerful indicator of long-run returns. The yield on government bonds, for example, has a strong correlation with their 10-year return (Chart 1). In the equity market, the Shiller PE has historically had little correlation with the return over one or two years, but has a 90% correlation with the return over the subsequent 10 years (Chart 2). Chart 1Starting Yield Determines Bond Returns Return Assumptions 2021 Return Assumptions 2021 Chart 2Valuation Drive Long-Run Equtiy Returns Valuation Drive Long-Run Equtiy Returns Valuation Drive Long-Run Equtiy Returns     With valuations in equity markets now expensive relative to history (for example, forward PE for US stocks of 22x compared to a 20-year average of 16x, and 18x in the euro zone compared to 13x), investors should expect that equity market returns will be low relative to history. Our assumptions point to a 2.6% annual return from US stocks, 2.3% from the euro zone, and 1.6% from Japan (compared to 8.5%, 3.9%, and 3.5% over the past 20 years). Our assumptions are significantly lower than when we last published our analysis in 2019; then we projected 5.6% for US stocks, 4.7% for the euro zone, and 6.2% for Japan. The difference is that equity multiples have risen and risk-free rates have fallen significantly since then. So what should investors do? They have only two choices: Lower their return assumptions, or increase their weightings in riskier asset classes. Chart 3Hard To See How US Pension Funds Will Achieve Their Targets Hard To See How US Pension Funds Will Achieve Their Targets Hard To See How US Pension Funds Will Achieve Their Targets The average US public pension fund (Chart 3) still assumes a return of 7% a year, and private pension funds’ assumption is not much lower. And yet corporate pension funds have been pushed by their consultants in recent years to increase their weighting in bonds, to more closely match their liabilities (Chart 4). It is almost mathematically impossible to achieve their targets with that sort of portfolio. In other countries, such as Australia or Canada, pension funds’ return targets are typically inflation or cash plus 3-4 percentage points. But even those targets are challenging.   Chart 4...Especially With Over 50% In Bonds Return Assumptions 2021 Return Assumptions 2021 There are asset classes which will produce higher returns. For example, we project a return of 4.9% from US small-cap stocks – and 9.7% from UK small caps. US high-yield bonds should produce a return of 3.2% a year (even after defaults) and Emerging Markets local currency sovereign debt 2.7% (in USD terms) – not exactly exciting, but at least a pick-up over other fixed-income securities. The projected returns from illiquid alternative assets continue to look relatively attractive. An equal-weighted portfolio of the 12 alternatives we cover is projected to return 5.7% a year, not much lower than the forecast of 6.1% from our 2019 report (and compared to an average of 7.1% of the past 20 years). There are some alt assets where returns have started to trend down: Private equity, for instance, is projected to return 6.2% a year, compared to 11.1% in history, and hedge funds 4.5%, compared to 5.9%. But the illiquidity premium should not disappear completely, even if the move of alternative investments to become more mainstream has reduced it to a degree. So adding more risky assets to a portfolio is an answer, at least for those investors with a long enough time-horizon that allows them to bear the inevitable big drawdowns that come with having a more volatile portfolio. And, unfortunately, lower returns mean that the incremental return gained for each unit of risk taken has declined compared to the past 10 or 20 years (Chart 5) – the efficient frontier has flattened significantly. Chart 5You Need To Take More Risk To Produce Return Return Assumptions 2021 Return Assumptions 2021 How We Came Up With The Assumptions GDP Growth Several of our methodologies use assumptions (for example, in equity methods (2) and (3), based on projections of earnings growth, real-estate capital-value growth, and commodities prices) which require estimates of nominal GDP growth in each country and region. To make these forecasts, we assume that nominal GDP growth can be decomposed into: (1) growth of the working-age population, (2) productivity growth, and (3) inflation. This ignores capital intensity, but it has been relatively stable over history and is difficult to forecast. Table 2 shows the assumptions we use, and our forecasts for real and nominal GDP in each country and region. Table 2Calculations Of Trend GDP Growth Return Assumptions 2021 Return Assumptions 2021 For population growth we use the United Nations’ median forecast of annual growth in the population aged 25-54 between 2020 and 2040. This ranges from -1% in Japan to +1% in Emerging Markets – although note that the range of forecast population growth in EM varies widely from 1.2% in India to -1.1% in Korea (and in China, too, is negative at -0.7%). This estimate is reasonably reliable, although it does miss some possible factors, such as changes in the female participation rate, hours worked, and changing openness to immigration. Productivity is much harder to forecast. Over the past 10 to 20 years, productivity growth has trended down in most countries (Charts 6A & B). We take a slightly more optimistic view, assuming that productivity growth over the next 10-15 years will equal the 20-year average. We base this on the belief that part of the decline in productivity since the Global Financial Crisis is due to cyclical reasons which are now dissipating, and also to expectations that new technologies coming through (artificial intelligence, big data, automation, robotics etc) will boost productivity in the coming years. Others take a more pessimistic view. The Congressional Budget Office’s forecast of trend real US GDP growth in 2022-2031 of 1.8%, for example, is lower than our estimate of 2.2% mainly because of its more cautious estimate of productivity growth. Chart 6AProductivity Growth (I) Productivity Growth (I) Productivity Growth (I) Chart 6BProductivity Growth (II) Productivity Growth (II) Productivity Growth (II)   To derive nominal GDP growth, we assume that inflation over the next 10 years will be on average the same as over the past 20 years, for example 2% in the US, 1.6% in the euro area, 0.1% in Japan, and 3.9% in Emerging Markets (using a weighted average of EM by equity market cap). This estimate, too, has a high degree of uncertainty. One could imagine a scenario whereby inflation picks up significantly over the next decade due to excessively easy monetary policy, overly generous fiscal spending, growth in protectionism, rising labor pressure for wage increases, and the effects of a rising dependency ratio (the ratio of non-working people, especially retirees, to total population).1 But another scenario of continued “secular stagnation” and disinflation, caused by automation-driven job losses and a chronic lack of aggregate demand, is also conceivable. We think our middle-path forecast is the most sensible one to use in projecting likely asset returns, but investors might also want to plan based on these alternative scenarios too. Note that for Emerging Markets, we continue to show two different scenarios, which vary according to different projections of productivity growth. EM productivity growth has been declining steadily since around 2010, and in all major emerging economies, not just China. Our first scenario assumes that this decline ends and that, as in our assumption for developed economies, productivity growth reverts to the 20-year average. The more pessimistic (and, in our view, more likely) scenario assumes that the deterioration in productivity continues and that in 10 years’ time, EM productivity is the same as the average of developed economies. Which scenario will be correct depends on whether emerging economies, not least China, are able to implement structural reforms over the next decade, for example liberalizing the labor market, allowing a greater role for the private sector, improving corporate governance, and institutionalizing more orthodox fiscal and particularly monetary policy. Fixed Income Our anchor for calculating assumed returns is the return on long-term risk-free assets, specifically the 10-year government bond in the strongest countries. It is a reasonable assumption that an investor who buys, for example, a 10-year Treasury bond today and holds it for 10 years will make 1.6% a year in nominal US dollar terms. While this is not perfectly mathematically correct (since it ignores reinvested interest payments, for instance), empirically the return on government bonds has been very closely linked to the yield at the start-point in history (see Chart 1). From this starting-point in each country, we can easily build up the return for other fixed-income assets. These assumptions and the results are shown in Table 3. Table 3Fixed-Income Return Calculations Return Assumptions 2021 Return Assumptions 2021 Government bonds in most countries have an average duration of less than 10 years. Over the past five years, in the US it has averaged 6.4 years, and in the euro area 8.0 years. Only in the UK is the average over 10 years: 12.4 years to be precise. To calculate the return from the government bond index for each country we therefore assume that the shape of the yield curve (using the spread between 7-year and 10-year bonds) in future will be the same as the historic 20-year average. Cash. We assume that over the next 10 years the yield on cash will gradually revert to an equilibrium level. We calculate a market-implied real long-term neutral rate from the 10-year historical average of 5-year/5-year OIS implied forwards deflated by the 5-year/5-year implied CPI swap rate. This is a change from the methodology we used in 2019, when we based this off the neutral rate, r*, as calculated by the Holston Laubach-Williams model. But the New York Fed has temporarily stopped updating its calculation of this due to pandemic-induced volatility in the data, and anyway it was not available for every country. We turn the real cash rate into a total nominal return using our assumption for inflation described in detail in the GDP section above, the 20-year historical average of CPI. For inflation-linked securities, such as TIPS, we take the average yield over the past 10 years (a 20-year average was not available in many markets) and add the assumption for inflation described above. Corporate credit. We assume that spreads, and default and recovery rates, while highly volatile over the cycle, remain stable in the long run (Chart 7). We use 20-year averages for these, except that data for investment-grade default rates in Japan, the UK, Canada, and Australia are not available and so we use the average of the US and the euro zone. High-yield default rates are not available for the UK either, and so we do the same. Other bonds. For government-related debt (which is a big part of some bond indexes, 28% in the US for example) we assume that the 20-year historical average of the option-adjusted spread over government bonds will apply in the future too. We use the same methodology for securitized debt (for example, mortgage- and asset-based bonds): The 20-year average spread over the return on government bonds. Emerging Market debt. The assumptions and results for the three categories of EM debt (US dollar sovereign debt, US dollar corporate debt, and local currency sovereign debt) are shown in Table 4. We here assume that the 20-year average historical spread will continue in future. Default and recovery rates are a little harder to calculate, due to a lack of data. For USD sovereign debt (where defaults are rare and so hard to project), we use the rating-based default rate, calculated by Aswath Damodaran of NYU Stern School of Business.2 For USD-denominated EM corporate debt, we use the historical average, calculated by Moody's 2.5%.3 For local-currency debt, we use the same rating-based default rate as for USD sovereign debt. To translate the return into hard currency, we assume that currencies will move in line with the inflation differential between Emerging Markets and the US. For EM inflation we use an average of the IMF’s inflation forecasts for the nine largest emerging markets weighted by their weights in the J.P. Morgan GBI-EM Global Diversified local government bond index, and compare this to our US inflation forecast. This produces an EM inflation forecast of 2.9% a year, compared to 2.2% for the US, thus lowering the USD-based return from local EM debt by 0.7 percentage point. (See a more detailed discussion of forecasting long-term EM currency changes in the Currency section below). Index returns. Table 3 also shows the assumed return for the Bloomberg Barclays bond index for each country and for the global bond index, based on a weighted average of our assumption for each fixed-income asset class and country. Chart 7ACredit Spreads & Default Rates (I) Credit Spreads & Default Rates Credit Spreads & Default Rates Chart 7BCredit Spreads & Default Rates (II) Credit Spreads & Default Rates Credit Spreads & Default Rates   Table 4Emerging Market Debt Return Assumptions 2021 Return Assumptions 2021   Equities The assumptions and detailed results for seven different equity markets are shown in Table 5. We have not made any substantial changes to our methodology for equities. We continue to use the average of six different methods to calculate the probable equity returns over the next 10-15 years. These are: Equity Risk Premium (ERP). The return from equities equals the yield on government bonds (we use 10-year bonds) plus an equity risk premium. For the US, we use an equity risk premium of 3.5%. This is based on work by Dimson, Marsh and Staunton4 showing that this is approximately the average excess return of equities over bonds in developed economies since 1900. We scale the equity risk premium for other countries using their average beta to the US market over the past 10 years. This varies from 0.66 for Japan (giving an ERP of 2.3%) and 1.2 in the euro area (ERP is 4.2%). Growth model. Here we assume that the return from equities equals the current dividend yield plus dividend growth. We need to adjust the dividend yield, however, to take into account that in some countries, particularly the US, it is more tax efficient for companies to do buybacks than to pay out dividends. We do this by adding equity withdrawals to the dividend yield. But this needs to be done on a net basis (taking into account equity issuance). We calculate this using the average annual change in the index divisor over the past 10 years. For the US, this is -0.8%, meaning there are more buybacks than new share issues. But in all other regions, the number is positive, and as high as 5.9% a year for Emerging Markets. This dilution is something that many calculations of assumed equity returns miss. For dividend growth, we assume that the dividend payout ratio remains stable, and that earnings growth is correlated with nominal GDP growth. However, history shows that earnings grow more slowly than GDP (logically so, when you consider that companies usually grow fastest before they list on a stock exchange). So we deduct 1% from nominal GDP growth to derive our earnings growth assumption. Note that for Emerging Markets, we use two different measures of dividend growth, depending on future productivity growth, as detailed above in our explanation of the GDP projections. Growth model (with reversion to mean). To take into account that valuations and profit margins typically revert to mean over the long run, we adjust the standard growth model (No. 2 above) by assuming that the current 12-month forward PE ratio and forward net profit margin for each country gradually revert over the next 10 years to their 20-year average. In the US, for example, that would mean that the current 12-month forward PE of 22.5x falls back to 16.0x, and profit margin of 12.5% falls to 10.7%. In every country and region, the profit margin is currently above the long-run average, and in all except the UK the PE is too. Note that we have changed from using the trailing PE and margin, because to use these now would be misleading given the big pandemic-driven decline in profits in 2020. Earnings yield. An intrinsically intuitive (and empirically demonstrable) way of estimating future returns is to use the earnings yield. This is based on the idea that an investor’s return from owning a stock comes either from the company paying a dividend, or from it investing retained earnings and paying a dividend in future. In the US, for example, a forward PE of 22.5x translates into an earnings yield of 4.4%. Again, here we switched this time to using 12-month forward forecast earnings yield, rather the trailing. Shiller PE. There is a strong correlation between valuation at the starting-point and the subsequent return from equities, at least over the long-run, although not over a period of less than 3-5 years (Chart 2). We regressed the Shiller PE (current price divided by average real earnings over the past 10 years) against the return from equities over the subsequent 10 years for each country and region. Composite valuation metric. The Shiller PE has its detractors. Using a fixed 10-year period does not reflect the different lengths of recessions and bull markets. It may say more about the mean-reverting nature of earnings than about whether the current price level is too high. So we also use the BCA Compositive Valuation Metric, which comprises eight indicators including, besides standard valuation measures such as price/sales and price/book, more esoteric ones such as market cap/GDP and Tobin’s Q. Again, we regress the metric against the subsequent 10-year return. Table 5Equity Return Calculations Return Assumptions 2021 Return Assumptions 2021 Alternative Assets Real Estate & REITs. We use the same basic methodology for both: The current yield (cap rate or dividend yield) plus projected capital value appreciation (linked to GDP growth). For US direct real estate, for example, we use the simple average cap rate of the five categories of commercial real estate (CRE), apartments, office, retail, industrial, and hotels in major cities: 6.1%. We also use the simple average of available city and category data for other countries. Cap rates are notoriously hard to estimate precisely; our data include a range of real estate, not just prime locations. We assume that capital values will grow in line with nominal GDP growth (using the same assumptions for this as we used for equities, 4.2%). We then deduct 0.5% for maintenance. This produces an expected return of 9.8% for the US. The only difference for REITs is that we do not deduct maintenance since this should already be reflected in the dividend yield. US REITs have a dividend yield currently of 3.5%, which produces an assumed return of 7.7% (Table 6). One risk with this methodology is that in the post-pandemic world, work and life practices might change. This will hurt office and residential real estate in major cities (which are overrepresented in investible CRE), though smaller cities and rural areas might benefit. As a result, capital values might fall. Table 6Alternatives Return Calculations Return Assumptions 2021 Return Assumptions 2021 Farmland & Timberland. Our methodology is similar to that for real estate: Current yield plus projected growth in capital values. For farmland, we use the farmland renter yield, sourced from the US Department of Agriculture. To estimate future land values, we take the gap between land value growth over the past 40 years (3.7%) and nominal growth of world GDP over that time (5.2%), assume that gap will continue and so deduct it from our estimate of global nominal GDP growth going forward (3.6%). This gives a result of 6.5%. For timberland, we assume that annualized returns in the future are the same as over the past 20 years. This produces a return assumption of 5.7%, which is (logically) moderately lower than our assumed return for farmland. Private Equity & Venture Capital. We project the return for private equity (PE) using the 30-year time-weighted average of the three-year rolling annualized return of PE over US large-cap equities, 3.6% (Chart 8). This produces an assumed return of 6.2%. For venture capital (VC), we use the same historical average for VC over PE (0.4%) to arrive at an assumed return of 6.6%. Hedge Funds. We use the 20-year time-weighted return of the Hedge Fund Composite Index over cash, 3.5% (Chart 9). This projects a future annual nominal return of 4.5%. Commodities. We previously used a methodology based on the idea that commodities’ bear markets in history have been rather fairly consistent, lasting on average 17 years, with an average decline of 50%, and that the current bear market began in 2012 (Chart 10). However, there are arguments that a new “commodities super-cycle” may be starting, driven by government infrastructure spending, and investment in alternative energy.5 We are agnostic for now on whether that will be the case, but it makes sense to switch to a neutral methodology, more in line with what we use for other assets classes: The return from commodities relative to GDP over the long run. Specifically, the CRB Raw Industrials Index has risen by an annualized 1.6% since 1951, during which time US nominal GDP growth averaged 6% (Chart 11). We assume that the differential will continue in future (although we calculate growth using global, not US, GDP), giving an annual return from commodities over the next 10-15 years of -0.9%. Gold. We calculate this using a regression of the gold price against nominal GDP growth and the annual change in the real 10-year yield over the past 40 years. For the forward-looking return assumption, we use a forecast of real rates (based on the equilibrium cash rate plus the average historical spread between the 10-year yield and cash) and a forecast of global nominal GDP growth. This produces an assumed return of 3.8%. Structured products. This asset class consists mainly of mortgage-backed and other asset-backed securitized instruments. In the US, these have historically returned 0.6% over US Treasurys. We assume that this premium continues, producing a total future return of 1.1% a year. Chart 8Private Equity Premium Private Equity Premium Private Equity Premium Chart 9Hedge Fund Return Over Cash Hedge Fund Return Over Cash Hedge Fund Return Over Cash     Chart 10Commodity Prices In History Commodity Prices In History Commodity Prices In History Chart 11Commodity Prices Vs. GDP Growth Commodity Prices Vs. GDP Growth Commodity Prices Vs. GDP Growth     Currencies Chart 12Currencies Tend To Revert To PPP Currencies Tend To Revert To PPP Currencies Tend To Revert To PPP To translate our local currency returns into an investor’s base currency, we need to arrive at some projections for FX movements over the next decade. Fortunately, for developed market currencies at least, it is relatively straightforward to use purchasing power parities (PPP) to do this since, over the long run, all the major currencies have tended to revert to PPP (Chart 12). We assume that in 10 years’ time all currencies will trade at PPP. We use the IMF’s estimate of today’s PPP for each currency to calculate the current under- or over-valuation. We assume that PPP will change in future years according to the relative inflation between each country and the US. The IMF provides five-year inflation forecasts and we assume that inflation will continue at this rate until 2031. For the euro zone, we calculate the PPP of the euro using the GDP-weighted PPPs of the five largest economies. The results (Table 7) suggest that the US dollar is currently overvalued and, given the forecast of higher inflation in the US than elsewhere in the future, will depreciate significantly against all major currencies except the Australian dollar. The USD is projected to depreciate by 1.7% a year against the euro and 1.1% against the yen over the next 10 years. It is likely to appreciate by 1.3% a year against the AUD, however. Table 7Currency Return Calculations Return Assumptions 2021 Return Assumptions 2021 Emerging Markets (Table 8) are more complicated. There is no evidence that EM currencies move towards PPP over time. All the major EM currencies are currently very cheap versus PPP (varying from 34% undervalued for the Chinese yuan to 67% for the Indonesian rupiah) but they were 10 years ago, too, and have not significantly moved towards PPP over that time. Table 8EM Currencies Return Assumptions 2021 Return Assumptions 2021 To calculate likely EM currency moves against the USD, therefore, we carry out a regression of the nine largest EM currencies against their relative CPI inflation rate to US inflation in history. We assume an intercept of zero. The regression coefficients vary from +0.5 for China to -1.7 for Malaysia. Apart from China, Malaysia, Poland and South Africa, the coefficients were negative, meaning that historically the USD has strengthened against the EM currency at least partly in line with relative inflation. To calculate likely future currency movements, we use the IMF’s five-year inflation forecasts and assume that the same rate of inflation will continue for our whole projection period. This methodology points to moderate annual depreciation of most EM currencies against the USD, varying from 0.8% a year for the Russian ruble to 0.1% for the Indonesia rupiah. The Chinese yuan and Taiwanese dollar are projected to appreciate moderately. We calculate the average EM currency movement using the weights of these nine large economies in the EM J.P. Morgan GBI-EM Global Diversified local-currency sovereign bond index. This produces a small (0.1%) a year appreciation. However, the IMF’s EM inflation forecasts may be too optimistic. It forecasts, for example, that Brazilian inflation will be only 3.3% a year in future, compared to an average of 6.1% over the past 20 years, and Russian inflation 4.0% versus a historical average of 9.3%. This suggests that EM currency performance could be worse than our projections. Table 9 shows the returns for the major asset classes expressed in local currency terms for six base currencies, based on the calculations explained above. Table 9Returns In Different Base Currencies Return Assumptions 2021 Return Assumptions 2021 Correlation And Volatility Below, in Table 10, we provide correlations for clients who need these inputs for their optimization calculations. Table 10Long-Run Correlation Matrix Return Assumptions 2021 Return Assumptions 2021 Returns can be calculated using the sort of forward-looking methodologies we have described above. For volatility, we think it is reasonable to use historical average data (Table 1, far right column), since volatility does not tend to trend over the long run (Chart 13). But correlation is a different matter. Correlations have varied significantly in history due to structural changes or regime shifts. The correlation of equities to bonds, it is well known, has moved from positive in the 1980s and 1990s, to negative since 2000 – probably because inflation disappeared as a factor moving bond prices (Chart 14). The correlation between equity market has risen as a result of the globalization of investment flows, though note that it fell back in 2010-2019. Chart 13Volatility Is Fairly Stable In The Long Run Volatility Is Fairly Stable In The Long Run Volatility Is Fairly Stable In The Long Run Chart 14Correlations Are Not Stable Correlations Are Not Stable Correlations Are Not Stable   So what correlations should investors use in an optimizer? Our recommendation would be to use the longest period of history available. A US investor, for example, might take the average correlation between Treasury bonds and large-cap US equities since 1945, 0.1%. Table 10 shows the correlation since 1973 of all the major asset classes for which data is available. Unfortunately, this misses some important asset classes such as high-yield bonds and Emerging Market equities, whose history does not go back that far. The results are intuitive – and prudent. From these numbers, it would seem sensible to use an assumption of a small positive correlation between US Treasurys and US equities, for example. US investment-grade debt has a correlation of 0.4 against equities. Global equity markets are all fairly highly correlated to each other, ranging mostly from 0.4 to 0.7. The most non-correlated asset class is commodities, especially gold.   Garry Evans, Senior Vice President Global Asset Allocation garry@bcaresearch.com   Amr Hanafy, Senior Analyst Global Asset Allocation amrh@bcaresearch.com   Footnotes 1 These are themes that BCA Research has been writing about for several years. See, for example, please see Global Investment Strategy, "1970s-Style Inflation: Could It Happen Again? (Part 1)," dated August 10, 2018; and " 1970s-Style Inflation: Could It Happen Again? (Part 2)," dated August 24, 2018. 2 Please see http://pages.stern.nyu.edu/~adamodar/New_Home_Page/datafile/ctryprem.html 3 Annual Emerging Markets Default Study: Coronavirus Will Push Up Default Rates https://www.moodys.com/researchdocumentcontentpage.aspx?docid=PBC_1214906 4 Please see, for example, https://www.credit-suisse.com/media/assets/corporate/docs/about-us/research/publications/credit-suisse-global-investment-returns-yearbook-2021-summary-edition.pdf. 5 Please see Commodity & Energy Strategy, "Industrial Commodities Super-Cycle Or Bull Market?", dated March 4, 2021.

Highlights The selloff in crypto-currencies on May 19 may be overblown but the risk of government intervention is a rising headwind for this asset class. While environmental concerns are a threat to Bitcoin, the entire crypto-currency complex faces a looming confrontation over governance. Digital currencies are a natural evolution of money following coinage and paper. Moreover a sizable body of consumers is skeptical of governments and traditional banking. Loose monetary conditions are fueling a speculative mania. However, governments fought for centuries to gain a monopoly over money. As crypto-currencies become more popular, governments will step in to regulate and restrict them. Central bank digital currencies (CBDCs) threaten to remove the speed and transactional advantage of crypto-currencies, leaving privacy/anonymity as their main use-case. Feature The prefix “crypto” derives from the Greek kruptos or “hidden.” This etymology highlights one of the biggest problems confronting the crypto-currency craze in financial markets today. Speed and anonymity are the greatest assets of the digital tokens. But the former advantage is being eroded by competitors while the latter is becoming a political liability. In the 2020s, governments are growing stronger and more interventionist, not weaker and more laissez faire. Chart 1Loose Money Fuels Crypto Mania Loose Money Fuels Crypto Mania Loose Money Fuels Crypto Mania Bitcoin and rival crypto-currency Ethereum fell by 29.5% and 43.2% in intra-day trading on May 19, only to finish the day down by 13.8% and 27.2%, respectively. The market panicked on news that China’s central bank had banned firms from handling transactions in crypto-currencies. What really happened was that China’s National Internet Finance Association, China Banking Association, and Payment and Clearing Association issued a statement merely reiterating a 2013 and 2017 policy that already banned firms from handling transactions in crypto-currencies. These three institutions also warned about financial speculation regarding crypto-currencies.1 The crypto market suffered a spike in volatility because it is in the midst of a speculative mania. In the last five years, total market capitalization of crypto-currencies has risen from around $7 billion to $2.3 trillion,2 recording a 34,000% gain. Some crypto-currencies have even recorded returns in excess of that number over a shorter horizon. Price gains have been driven by retail buyers who may or may not know much about this new asset class (Chart 1). Prior to the May 19 selloff, prices had grown overextended and recent concerns over the environment, sustainability, and governance (ESG) had shaken confidence in Bitcoin and its peers. Chinese authorities have already banned financial firms from providing crypto services in a bid to deter ownership of crypto-currencies. And China is not alone. The latest market jitters are a warning sign that government interference in the crypto-currency market is a real threat. Regulation and sovereign-issued digital currencies are starting to enter the fray. While ultra-dovish central bank policies are not changing soon, and therefore crypto-currency price bubbles can continue to grow, crypto-currencies will remain subject to extreme volatility and precipitous crashes. In this report we argue that the fundamental problem with crypto-currencies is that they threaten the economic sovereignty of nation-states. Environmental degradation, financial instability, and black market crime, and other concerns about cryptos have varying degrees of merit. But they provide governments with ample motivation to pursue a much deeper interest in regulating a technological innovation that has the power to undermine state influence over the economy and society. Government scrutiny is a legitimate reason for crypto buyers to turn sellers. Does The World Need Crypto-Currencies? Broadly speaking, there are two primary justifications for crypto-currencies, centered on a transactional basis: speed and privacy/anonymity. The crux of crypto-currency creation rests on these two use cases.3 The speed of crypto-currencies comes from their ability to increase efficiency in local and global payment systems by facilitating financial transactions without the need of a third party (e.g. a financial institution). Cross-border settlement of traditional (fiat) currency transactions processed through the standard SWIFT communications system takes up to two business days. Most transactions involving crypto-currencies over a blockchain network are realized in less than an hour, cross-border or not.4 The fees involved with third-party payments are often more expensive than transacting with crypto-currencies. Simply put, excluding the “middleman” can save money. This is a selling point in a global market that expects to see retail cross-border transactions reach $3.5 trillion by the end of 2021, of which up to 5% are associated with transaction-based fees.5 But this breakthrough in payment system technology can be overstated and is not the main reason for using crypto-currency. Speculation drives current use, especially given that there is speculative behavior even among those who believe that cryptos are safe-haven assets or promising long-term investments (Chart 2). Chart 2Crypto-Currency Use Driven By Speculation Cryptocurrencies: They Can Run But They Can’t Hide Cryptocurrencies: They Can Run But They Can’t Hide Chart 3Consumers Growing Skeptical Of Banking Regulation Cryptocurrencies: They Can Run But They Can’t Hide Cryptocurrencies: They Can Run But They Can’t Hide If a person wants to buy an item from a company in a distant country, that person could use a crypto-currency just as he or she could use a credit card. Both parties would have a secure medium of exchange but, unlike with a credit card, both would avoid using fiat currencies. Neither party could conduct the same transaction using gold or silver. The crucial premise is the existence of an online community of individuals and firms who for one reason or another want to avoid fiat currencies. From a descriptive point of view, the crypto-currency phenomenon implies a lack of trust in modern governments, or at least their monetary systems, and an assertion of individual property rights. The list of crypto-currencies continues to grow. To date, there are approximately 9,800 of them. Some are trying to prove their economic value or use, while others have been created with no intended purpose or problem to solve. Even so, there has yet to be a crypto-currency that overwhelms the use of slower fiat money. In a recent Special Report, BCA Research’s Foreign Exchange Strategist Chester Ntonifor showed that crypto-currencies still have a long way to go to have a chance at replacing fiat monies. While crypto-currencies are showing signs of significant improvement as mediums of exchange, they still fall short as stores of value and units of account. The other primary case for crypto-currencies is privacy or anonymity. The bypassing of intermediaries implies a greater control of funds by the two parties of a transaction. Crypto-currencies are said to be more “private” compared to fiat money. Fiat money is controlled by governments and banks while crypto-currencies have only “owners.” Crypto-currencies are anonymous because they are stored in digital wallets with alphanumeric sequences – there is a limited personal data trail that follows crypto-currency compared to those of electronic fiat currency transactions. In a post-9/11, post-GFC, post-COVID world where a sizable body of consumers is growing more skeptical of government surveillance and regulation and banking industry practices (Chart 3), crypto-currencies give users more than just a means to transact with. However, privacy is not the same as security. Hacking and fraud can affect cryptos as well as other forms of money and attacks will increase with the value of the currencies. Bitcoin At The Helm Of Crypto-Currency Market Chart 4Bitcoin Slows Bitcoin Slows Bitcoin Slows Bitcoin has cemented its status as the number one currency in the crypto-verse.6 It is considered to be the first crypto-currency created, it is the most widely accepted, it is touted as a store of value or “digital gold,” and it is the most featured in quoting alternative crypto-currency pairs across crypto exchanges. As it stands, Bitcoin accounts for around 42% of total crypto-currency market capitalization.7 This share has declined from around 65% at the start of 2021 on the back of the frenzied rise of several alternative coins.8 But rising risks to Bitcoin’s standing will cause the entire crypto-market to retreat. In a Special Report penned in February, BCA Research’s Chief Global Strategist Peter Berezin argued that Bitcoin is more of a trend than a solution and that its usefulness is diminishing. Bitcoin’s transaction speed is slowing and its transaction cost is rising (Chart 4). Slowing speed and rising cost on the Bitcoin network are linked to a scalability problem. The crypto-currency’s network has a limited rate at which it can process transactions related to the fact that records (or “blocks”) in the Bitcoin blockchain are limited in size and frequency. This means that one of its fundamental justifications, transactional speed, will become less attractive over time, should the network not address these issues. Bitcoin also consumes a significant amount of energy, a controversy that is gaining traction in the crypto-currency market after Elon Musk, the “techno-king” of Tesla, cited environmental concerns in reversing his decision to accept Bitcoin payment for his company’s electric vehicles. Energy consumption rises as more coins are mined, since mining each new Bitcoin becomes more computer-power intensive. The need for computing power and energy will continue to increase until all 21 million Bitcoins (total supply) are mined, which is currently estimated to occur by the year 2140. Strikingly, the energy needed to mine Bitcoin over a year are comparable to a small country’s annual power consumption, such as Sweden or Argentina (Chart 5). Chart 5Bitcoin Consumes More Energy Than A Small Country … Cryptocurrencies: They Can Run But They Can’t Hide Cryptocurrencies: They Can Run But They Can’t Hide Bitcoin also generates significant quantities of electronic waste (Chart 6). Chart 6… And Generates A Lot Of Electronic Waste Cryptocurrencies: They Can Run But They Can’t Hide Cryptocurrencies: They Can Run But They Can’t Hide Bitcoin mining is heavily domiciled in China, which accounts for 65% of global mining activity (Figure 1). China’s energy mix is dominated by coal power, which makes up approximately 65% of the country’s total energy mix even after a decade of aggressive state-led efforts to reduce coal reliance. Of this, coal powered energy makes up approximately 60% of Bitcoin’s energy mix in China.9 With several countries aiming to minimize carbon emissions, and with approximately 60% of Bitcoin mining powered by coal-fired energy globally,10 Bitcoin imposes a major negative environmental impact. Figure 1Bitcoin Mining Well Anchored In Asia Cryptocurrencies: They Can Run But They Can’t Hide Cryptocurrencies: They Can Run But They Can’t Hide Bitcoin does not shape up well when compared to gold’s energy intensity either. Bitcoin mining now consumes more energy than gold mining over a single year. While the energy difference is not large, the economic value is. Gold’s energy consumption to economic value trade-off is lower than that of Bitcoin. The production value of gold in 2020 was close to $200 billion, while Bitcoin was measured at less than $25 billion (Chart 7A). On a one-to-one basis, gold even has a lower carbon footprint than Bitcoin (Chart 7B). Chart 7AGold Outshines Bitcoin On Production Value And Carbon Footprint Cryptocurrencies: They Can Run But They Can’t Hide Cryptocurrencies: They Can Run But They Can’t Hide Chart 7BGold Outshines Bitcoin On Production Value And Carbon Footprint Cryptocurrencies: They Can Run But They Can’t Hide Cryptocurrencies: They Can Run But They Can’t Hide Crypto-currency energy consumption and carbon footprint will attract the attention of government regulators. Of course, not all crypto-currencies are heavy polluters. But if the supply of cryptos is constrained by mining difficulties then they will require a lot of energy. If the supply is not constrained then the price will be low. Government Regulation Is Coming Environmental concerns point to the single greatest threat to crypto-currencies – the Leviathan, i.e. the state. In this sense the crypto market’s wild fluctuations on May 19, at the mere whiff of tougher Chinese regulation, are a sign of what is to come. Governments around the world have so far left crypto-currencies largely unregulated but this laissez-faire attitude is already changing. Environmental regulation has already been mentioned. Governments will also be eager to expand their regulatory powers to “protect” consumers, businesses, and banks from extreme volatility in crypto markets. But investors will underrate the regulatory threat if they focus on these issues. At the most basic level, governments around the world will not sit idly by and lose what could become significant control of their monetary systems. The ability to establish and control legal tender is a critical part of economic sovereignty. Governments won control of the printing press over centuries and will not cede that control lightly. If crypto-currencies are adopted widely, then finance ministries and central banks will lose their ability to manipulate the money supply and the general level of prices effectively. Politicians will lose the ability to stimulate the economy or keep inflation in check. Most importantly, while one may view such threats as overblown, it is governments, not other organizations, that will make the critical judgment on whether crypto-currencies threaten their sovereignty. Throughout the world, most crypto-currency exchanges are regulated to prevent money laundering. Crypto-currencies are not legal tender and, aside from Bitcoin, their use is mostly banned in China (Table 1). However, more specialized regulation that targets energy and economic use has yet to be brought into law across the world. Table 1World Governments Will Not Relinquish Hard-Fought Monopolies Over Money Supply Cryptocurrencies: They Can Run But They Can’t Hide Cryptocurrencies: They Can Run But They Can’t Hide In China, initial coin offerings (ICOs – the equivalent of an initial public offering on the stock market) and trading platforms are banned from engaging in exchanges between the yuan and crypto-currencies or tokens. In fact, China recognizes crypto-currencies only as virtual commodities or virtual property. India is another country where exchanges and ICOs are banned. While crypto-currencies are not banned, they are not legal tender. Indian policymakers have recently proposed banning crypto-currencies, however. The proposed legislation is one of the world’s strictest policies against crypto-currencies. It would criminalize possession, issuance, mining, trading, and transferring crypto-assets. If the ban becomes law, India would be the first major economy to make holding crypto-currency illegal. Even China, which has banned mining and trading, does not penalize possession. In the US, Secretary of the Treasury Janet Yellen has already expressed concerns regarding the illicit use of cryptos for supposed criminal gain.11 She is in alignment with European Central Bank President Christine Lagarde. Because of the anonymity of crypto-currencies, identifying users behind illicit transactions is difficult. This means regulators face headwinds in identifying transactions that are made for criminal gain, as compared to fiat transactions. Governments have long dealt with the anonymity of cash but they have ways of monitoring bank accounts and paper bills. Crypto-currencies are beyond their immediate sight of control and therefore will attract growing scrutiny and legislative action in this regard. The Colonial Pipeline ransomware attack on May 7, which temporarily shuttered about 45% of the fuel supply line for the eastern United States, illustrates the point. The DarkSide group of hackers who orchestrated the attack demanded a ransom payment of $4.4 million worth of Bitcoin, which Colonial Pipeline paid them on May 7. Shortly thereafter, unspecified “law enforcement agencies” clawed back the $4.4 million from the hackers’ account (transferring it to an unknown address) and DarkSide lost access to its payment server, DOS servers, and blog. This episode should not be underrated. It was a successful, large-scale cyber-attack on critical infrastructure in the world’s most powerful country. It highlighted the illicit uses to which crypto-currencies can be put. True, criminals demand ransoms in fiat money as well – and many crypto-currency operators will distance themselves from the criminal underworld. Nevertheless governments will give little slack to an emerging technology that presents big new law enforcement challenges and is not widely used by the general public. Ultimately governments will pursue their sovereign interests in controlling money, the economy, and trade, listening to their banking lobby, expanding their remit to “protect” consumers, and cracking down on illicit activity. Governments are not capable of abolishing crypto-currencies altogether, or the underlying technology of blockchain. But they will play a large and growing role in regulating them. Central Banks Advancing On Digital Currencies Central bank digital currencies (CBDCs) will leave crypto-currencies in the realm of speculative assets. CBDCs are a form of digital money denominated in a country’s national unit of account and represent a liability on a central bank’s balance sheet. This is different from current e-money that represents a claim on a private financial institution’s balance sheet. It is also different from crypto-currencies, because there is a central authority behind a CBDC, unlike with crypto-currencies due to their decentralized nature. In China, the People’s Bank of China (PBoC) has suggested its rollout of a digital yuan is “ready” despite no release to date. Beta testing is ongoing in several provinces. The PBoC’s justification for a digital yuan comes from China’s growing cashless economy. The transition away from cash is largely thanks to mobile payment platforms like Alibaba’s Alipay and Tencent’s WeChat Pay, which, between the two of them, control almost the entire mobile payments market of some 850 million users. There is a significant amount of systemic risk in this system – one reason why Chinese authorities have recently subjected these companies to new scrutiny and regulation. Should Alibaba or Tencent go bankrupt, the local payment system will crash. The PBoC’s efforts will increase competition in the local payments space and reduce this systemic risk. Policymakers are also concerned that as Chinese citizens choose to hold their money in digital wallets provided by Alibaba and Tencent instead of bank accounts, liquidity is being drained from the traditional banking system, putting deposit levels at banks under strain, and posing risks to liability matching. The digital yuan will still involve a third party, unlike crypto-currencies which do not. Doing away with commercial banks is not a reality – indeed the Chinese Communist Party seeks to buttress the state-owned commercial banks in order to maintain control of the economy. What the digital yuan does, and other CBDCs will do too, is utilize blockchain technology, which is faster and more secure than traditional payment networks. In the US, the Fed has been studying the viability of a CBDC US dollar. The Fed has stated that it is carefully exploring whether a CBDC will lead to “safer, less expensive, faster, or otherwise more efficient payments.” While the Fed has yet to find a single standout case for a CBDC US Dollar, Fed Chair Jerome Powell said last year that the US has a “competitive payments market” with “fast and cheap services, particularly in comparison to other nations exploring a CBDC.” To date, the Fed’s observation is that many of the challenges that CBDCs hope to address do not apply to the US, including disuse of physical cash, narrow reach or high concentration of banking, and weak infrastructure for payment systems. Rather, the Fed is more focused on developing the FedNow real-time payment system for private banks. This is much the same as in Europe, where physical cash still plays a major role in day-to-day economic activity and where local payment systems are fast and secure. But central banks around the world continue to engage in work centered around CBDCs (Charts 8A and 8B) – and China’s progress will encourage others to move faster. Advanced economies are mostly interested in creating a safer and more efficient payment system, while emerging and developed economies have interest across several areas such as financial stability, monetary policy setting, and inclusiveness of banking, as well as efficiency and safety (Chart 9). CBDCs are especially attractive to emerging market policy makers at targeting those who lack access to traditional banking. Chart 8ACentral Banks Advancing On CBDC Work Cryptocurrencies: They Can Run But They Can’t Hide Cryptocurrencies: They Can Run But They Can’t Hide Chart 8BCentral Banks Advancing On CBDC Work Cryptocurrencies: They Can Run But They Can’t Hide Cryptocurrencies: They Can Run But They Can’t Hide Chart 9Central Banks CBDC Interest Areas Cryptocurrencies: They Can Run But They Can’t Hide Cryptocurrencies: They Can Run But They Can’t Hide In remote areas, access to banking is scarce and expensive. CBDCs can help solve this problem. Individuals would have CBDC accounts directly on a central bank ledger. They could then access their money and transact through a digital wallet application that is linked to the CBDC account. Giving people access to digital currency would allow them to transact quickly, in remote settings, without the need of hard currency. Monetary policy transmission is also better in advanced economies. In emerging markets, there are bottlenecks in local financial markets. Looser central monetary policy does not always translate into cheaper financing across the economy. In remote and poverty stricken areas, monetary policy transmission is sticky, meaning high costs of borrowing can persist even through accommodative policy cycles. This is a smaller issue in advanced economies. Payment systems in advanced economies are due an overhaul in security and efficiency, and CBDCs and blockchain technology will provide this. CBDCs will prove to be just as efficient to transact with as any crypto-currencies available today. CBDCs will also be legal tender and accepted by all vendors. The anonymity factor will be lost but this will not be a problem for most users (whereas legal issues will become a problem for crypto-currencies). The probability of central banks issuing CBDCs in both the short and medium term, both in the retail and wholesale space, is rising. If advanced economies like those of the G7 issue CBDCs soon, policy makers will undoubtedly ensure the use of it over the currently circulating and partially accepted crypto-currencies. The endgame will leave crypto-currencies in the highly speculative asset class, perhaps even in the black market where anonymity is valued for transactions that wish not to be tracked. Investment Takeaways Prices of crypto-currencies may continue to rise given sky-high fiat money creation amid the COVID pandemic and ultra-low interest rates. Digitalization is the natural next step in the evolution of money from precious metals to paper banknotes to electronic coin. But the market leader, Bitcoin, is encountering more headwinds. The primary case for the use of Bitcoin is challenged due to slowing transaction speeds and rising transaction costs. The virtual currency is primarily mined using coal-powered energy, resulting in growing scrutiny from governments and consumers. Government regulation is entering the ring and policymakers will take an increasingly heavy-handed role in trying to ensure that cryptos do not undermine economic sovereignty, financial stability, and law and order. When central banks begin to rollout digital currencies, especially those domiciled in advanced economies, crypto-currencies as medium of exchange will lose much of their allure. Crypto-currencies will remain as anti-fiat currencies and speculative assets. Risks To The View Given the controversy surrounding crypto-currencies, it is only fair to state outright the risks to our view. We would also recommend clients read our colleague Dhaval Joshi’s latest bullish take on Bitcoin. First, scaling up Bitcoin’s network and processing transactions in batches instead of single transactions will resolve transaction time and cost risks, restoring efficiency. This is a clear solution to efficiency concerns. However, scaling and batching transactions are not on the immediate horizon of Bitcoin developers. Bitcoin’s network will still need to undergo another “halving” in order for this risk to subside and for the network to scale. A halving of the network will only occur again in 2024.12 Second, on the environment: Bitcoin mining is not solely dependent on fossil fuel energy that gives it a “dirty” footprint. Renewables already make up some 25% of Bitcoin mining. Increasing the use of renewables in Bitcoin’s energy mix will help lower its environmental impact. However, this is easier said than done. Global renewable energy has yet to scale up to a point where it can consistently out-supply existing fossil-fuel energy. Mining hardware also has its associated carbon footprint that would need to be addressed. And location matters too. Crypto-currency mining farms are large-scale projects. Simply uprooting operations to a country that could lower the carbon footprint of a mining farm or two is not viable due to the costs involved. Hence crypto-currency mining will probably continue to be a “dirty” operation but a rapid shift to renewables would challenge our thesis. Bitcoin’s network is also based off a “proof of work” protocol. Miners must prove that a certain amount of computational effort has been expended for confirming blocks on the network, allowing transactions to be processed. Proof of work is energy intensive. Other crypto-currencies, like Ethereum, will adopt a “proof of stake” protocol. Simply put, transactions are confirmed by users and their stake in the associated crypto-currency. Proof of stake is less energy intensive compared to proof of work. Third, as to government regulation, the longer policymakers take to enact legislation targeting crypto-currencies, the larger their market will grow. Regulation in China and India may set a benchmark for major economies but not all will follow in the Asian giants’ footsteps. Some governments have been slow to study crypto-currencies, meaning legislation aimed at governing or regulating them may still be long in coming. Innovation is a good thing and free economies will not wish to restrain crypto-currencies or blockchain technology unduly, for fear of missing out. Fourth, on CBDCs, some central banks may only adopt them based on their respective economic needs. However, rising crypto-currency populism drives associated economic risks which can force the hands of central banks to adopt CBDCs in lieu of said needs. Each country faces unique challenges. Some central banks may not want to be left behind even if they believe their policy framework is facilitating economic activity efficiently. While the Fed has stated that it will not adopt a CBDC for the primary reason of ensuring payment security since it believes it already has a safe system in place, this view will change. The Fed could justify a move to a CBDC US dollar on the single basis of transitioning to a more sophisticated technology for the future. The Fed will not want to be caught behind the curve considering the PBoC is priming its digital yuan for release soon. Technological leadership is a strategic imperative of the United States and that imperative applies to financial technology as well as other areas.   Guy Russell Research Analyst GuyR@bcaresearch.com Matt Gertken Vice President Geopolitical Strategy mattg@bcaresearch.com Footnotes 1 Muyao Shen, “China Reiterates Crypto Bans From 2013 and 2017”, coindesk, May 18, 2021, coindesk.com. 2 As of May 11, 2021. 3 There are several other reasons or “problems” that crypto-currencies are created for or to solve, but speed and privacy form the basis of crypto-currencies first coming into existence. 4 Not all crypto-currencies transact in less than an hour. But there are many that transact in several minutes and in some cases, mere seconds. As the leading crypto-currency, Bitcoin takes approximately one hour for a transaction to be fully verified over its network. 5 “McKinsey’s Global Banking Annual Review”, McKinsey, Dec. 9, 2020, mckinsey.com. 6 We use Bitcoin as an example to understand the risk and impact of forthcoming government regulation and competition. Because of Bitcoin’s status, any significant risks that threaten the crypto-currency’s standing as the number one currency will threaten the entire market. 7 As of May 20, 2021. Figure varies daily. See www.coinmarketcap.com for more information. 8 Alternative currencies such as Ethereum, Ripple, Binance Coin, Dogecoin, and Cardano have chipped away at Bitcoin’s crypto-market dominance through 2021. 9 According to The Center For Alternative Finance, The University Of Cambridge. 10 According to The Center For Alternative Finance, The University Of Cambridge. 11 Data on the use of crypto-currencies for illicit activitiessays otherwise. Of all crypto-currency transactions, it is estimated that only 2.1% are used for illicit activities. See “2021 Crypto Crime Report”, Chainalysis, chainalysis.com. 12 A Bitcoin halving is when the reward for mining Bitcoin transactions is cut in half. This event also cuts Bitcoin's inflation rate and the rate at which new Bitcoins enter circulation, in half. Bitcoin last halved on May 11, 2020.