Emerging Markets

Dear Client, This week, in lieu of our regular report, I am sending you a special report written by my colleague Jonathan LaBerge, chief strategist of our flagship The Bank Credit Analyst service. Jonathan argues that investors should see social media as a technological innovation that harms productivity. While Jonathan concedes that social media was not the main driver of policy uncertainty and political risk over the past decade, he makes a good case that it plays an aggravating role. He warns that social media and political polarization still pose risks to the macroeconomic outlook in the coming years, while also highlighting idiosyncratic risks threatening social media stocks. We trust that you will find this report insightful. We will resume regular publication next week. All very best, Matt Gertken   Vice President Geopolitical Strategy US Political Strategy BCA Research Highlights Investors should view social media as a technological innovation with negative productivity growth. Social media has contributed to policy mistakes – such as fiscal austerity and protectionism – that have acted as shocks to aggregate demand over the past 15 years. The cyclical component of productivity was long lasting in nature during the last economic expansion. Forces that negatively impact economic growth but do not change the factors of production necessarily reduce measured productivity, and repeated policy mistakes strongly contributed to the slow growth profile of the last economic cycle. Political polarization in a rapidly changing world is the root cause of these policy shocks, but social media likely facilitated and magnified them. The risks of additional mistakes from populism remain present, even before considering other risks to society from social media: a reduction in mental health among young social media users, and the role that social media has played in spreading misinformation. A potential revival in protectionist sentiment is a risk to a constructive cyclical view that we will be closely monitoring over the coming 12-24 months. Investors with concentrated positions in social media stocks should be aware of the potential idiosyncratic risks facing these companies from the public’s impression of the impact of social media on society – especially if social media companies come to be widely associated with political gridlock, the polarization of society, and failed economic policies (as already appears to be the case). Feature Investors should view social media as a technological innovation with negative productivity growth. Social media has contributed to policy mistakes – such as fiscal austerity and protectionism – that have acted as shocks to aggregate demand over the past 15 years. Political polarization in a rapidly changing world is the root cause of these policy shocks, but social media likely facilitated and magnified them. While the risk of premature fiscal consolidation appears low today compared to the 2010-14 period, the pandemic and its aftermath could force the Biden administration or Congressional Democrats toward protectionist or otherwise populist actions over the coming year in the lead up to the 2022 mid-term elections. The midterms, for their part, are expected to bring gridlock back into US politics, which could remove fiscal options should the economy backslide. Frequent shocks during the last economic expansion reinforced the narrative of secular stagnation. In the coming years, any additional policy shocks following a return to economic normality will again be seen by both investors and the Fed as strong justification for low interest rates – despite the case for cyclically and structurally higher bond yields. In addition, investors with concentrated positions in social media companies should take seriously the long-term idiosyncratic risks facing these stocks. These risks stem from the public’s impression of the impact of social media on society, particularly if social media comes to be widely associated with political gridlock, the polarization of society, and failed economic policies. A Brief History Of Social Media The earliest social networking websites date back to the late 1990s, but the most influential social media platforms, such as Facebook and Twitter, originated in the mid-2000s. Prior to the advent of modern-day smartphones, user access to platforms such as Facebook and Twitter was limited to the websites of these platforms (desktop access). Following the release of the first iPhone in June 2007, however, mobile social media applications became available, allowing users much more convenient access to these platforms. Charts 1 and 2 highlight the impact that smartphones have had on the spread of social media, especially since the release of the iPhone 3G in 2008. In 2006, Facebook had roughly 12 million monthly active users; by 2009, this number had climbed to 360 million, growing to over 600 million the year after. Twitter, by contrast, grew somewhat later, reaching 100 million monthly active users in Q3 2011. Social media usage is more common among those who are younger, but Chart 3 highlights that usage has risen over time for all age groups. As of Q1 2021, 81% of Americans aged 30-49 reported using at least one social media website, compared to 73% of those aged 50-64 and 45% of those aged 65 and over. Chart 4 highlights that the usage of Twitter skews in particular toward the young, and that, by contrast, Facebook and YouTube are the social media platforms of choice among older Americans. Chart 1Facebook: Monthly Active Users The Social Media Magnification Effect: Austerity, Populism, And Slower Growth The Social Media Magnification Effect: Austerity, Populism, And Slower Growth Chart 2Twitter: Monthly Active Users Worldwide The Social Media Magnification Effect: Austerity, Populism, And Slower Growth The Social Media Magnification Effect: Austerity, Populism, And Slower Growth Chart 3A Sizeable Majority Of US Adults Regularly Use Social Media A Sizeable Majority Of US Adults Regularly Use Social Media A Sizeable Majority Of US Adults Regularly Use Social Media Chart 4Older Americans Use Facebook Far More Than Twitter The Social Media Magnification Effect: Austerity, Populism, And Slower Growth The Social Media Magnification Effect: Austerity, Populism, And Slower Growth As a final point documenting the development and significance of social media, Chart 5 highlights that more Americans now report consuming news often (roughly once per day) from a smartphone, computer, or tablet other than from television. Radio and print have been completely eclipsed as sources of frequent news. The major news publications themselves are often promoted through social media, but the rise of the Internet has weighed heavily on the journalism industry. Social media has, for better and for worse, enabled the rapid proliferation of alternative news, citizen journalism, rumor, conspiracy theories, and foreign disinformation. Chart 5Social Media Has Changed The Way People Consume News The Social Media Magnification Effect: Austerity, Populism, And Slower Growth The Social Media Magnification Effect: Austerity, Populism, And Slower Growth The Link Between Social Media And Post-GFC Austerity Following the 2008-2009 global financial crisis (GFC), there have been at least five deeply impactful non-monetary shocks to the US and global economies that have contributed to the disconnection between growth and interest rates: A prolonged period of US household deleveraging from 2008-2014 The Euro Area sovereign debt crisis Fiscal austerity in the US, UK, and Euro Area from 2010 – 2012/2014 The US dollar / oil price shock of 2014 The rise of populist economic policies, such as the UK decision to leave the European Union, and the US-initiated trade war of 2018-2019. Among these shocks to growth, social media has had a clear impact on two of them. In the case of austerity in the aftermath of the Great Recession, a sharp rise in fiscal conservatism in 2009 and 2010, emblematized by the rise of the US Tea Party, profoundly affected the 2010 US midterm elections. It is not surprising that there was a fiscally conservative backlash following the crisis: the US budget deficit and debt-to-GDP ratio soared after the economy collapsed and the government enacted fiscal stimulus to bail out the banking system. And midterm elections in the US often lead to significant gains for the opposition party However, Tea Party supporters rapidly took up a new means of communicating to mobilize politically, and there is evidence that this contributed to their electoral success. Chart 6 illustrates that the number of tweets with the Tea Party hashtag rose significantly in 2010 in the lead-up to the election, which saw the Republican Party take control of the House of Representatives as well as the victory of several Tea Party-endorsed politicians. Table 1 highlights that Tea Party candidates, who rode the wave of fiscal conservatism, significantly outperformed Democrats and non-Tea Party Republicans in the use of Twitter during the 2010 campaign, underscoring that social media use was a factor aiding outreach to voters. Chart 6Tea Party Supporters Rapidly Adopted Social Media To Mobilize Politically Tea Party Supporters Rapidly Adopted Social Media To Mobilize Politically Tea Party Supporters Rapidly Adopted Social Media To Mobilize Politically Table 1Tea Party Candidates Significantly Outperformed In Their Use Of Social Media The Social Media Magnification Effect: Austerity, Populism, And Slower Growth The Social Media Magnification Effect: Austerity, Populism, And Slower Growth And while it is more difficult to analyze the use and impact of Facebook by Tea Party candidates and supporters owing to inherent differences in the structure of the Facebook platform, interviews with core organizers of both the Tea Party and Occupy Wall Street movements have noted that activists in these ideologically opposed groups viewed Facebook as the most important social networking service for their political activities.1 Under normal circumstances, we agree that fiscal policy should be symmetric, with reduced fiscal support during economic expansions following fiscal easing during recessions. But in the context of multi-year household deleveraging, the fiscal drag that occurred in following the 2010 midterm elections was clearly a policy mistake. This mistake occurred partially under full Democratic control of government and especially under a gridlocked Congress after 2010. Chart 7 highlights that the contribution to growth from government spending turned sharpy negative in 2010 and continued to subtract from growth for some time thereafter. In addition, panel of Chart 7 highlights that the US economic policy uncertainty index rose in 2010 after falling during the first year of the recovery, reaching a new high in 2011 during the Tea Party-inspired debt ceiling crisis. Chart 7The Fiscal Drag That Followed The 2010 Midterm Elections Was A Clear Policy Mistake The Fiscal Drag That Followed The 2010 Midterm Elections Was A Clear Policy Mistake The Fiscal Drag That Followed The 2010 Midterm Elections Was A Clear Policy Mistake In addition to the negative impact of government spending on economic growth, this extreme uncertainty very likely damaged confidence in the economic recovery, contributing to the subpar pace of growth in the first half of the last economic expansion. Chart 8 highlights the weak evolution in real per capita GDP from 2009-2019 compared with previous economic cycles, which was caused by a prolonged household balance sheet recovery process that was made worse by policy mistakes. To be sure, the UK and the EU did not have a Tea Party, and yet political elites imposed fiscal austerity. It is also the case that President Obama was the first president to embrace social media as a political and public relations tool. So it cannot be said that either social media or the Republican Party are uniquely to blame for the policy mistakes of that era. But US fiscal policy would have been considerably looser in the 2010s if not for the Tea Party backlash, which was partly enabled by social media. Too tight of fiscal policy in turn fed populism and produced additional policy mistakes down the road. Chart 8Policy Mistakes Significantly Contributed To Last Cycle's Subpar Growth Profile Policy Mistakes Significantly Contributed To Last Cycle's Subpar Growth Profile Policy Mistakes Significantly Contributed To Last Cycle's Subpar Growth Profile From Fiscal Drag To Populism While social media is clearly not the root cause of the recent rise of populist policies, it has had a hand in bringing them about – in both a direct and indirect manner. The indirect link between social media use and the rise in populist policies has mainly occurred through the highly successful use of social media by international terrorist organizations (chiefly ISIL) and its impact on sentiment toward immigration in several developed market economies. Chart 9 highlights that public concerns about immigration and race in the UK began to rise sharply in 2012, in lockstep with both the rise in UK immigrants from EU accession countries and a series of events: the Syrian refugee crisis, the establishment and reign of the Islamic State, and three major terrorist attacks in European countries for which ISIL claimed responsibility. Given that the main argument for “Brexit” was for the UK to regain control over its immigration policies, these events almost certainly increased UK public support for withdrawing from the EU. In other words, it is not clear that Brexit would have occurred (at least at that moment in time) without these events given the narrow margin of victory for the “leave” campaign. The absence of social media would not have prevented the rise of ISIL, as that occurred in response to the US’s precipitous withdrawal from Iraq. The inevitable rise of ISIL would still have generated a backlash against immigration. Moreover, fiscal austerity in the UK and EU also fed other grievances that supported the Brexit movement. But social media accelerated and amplified the entire process.  Chart 10 presents fairly strong evidence that Brexit weakened UK economic performance relative to the Euro Area prior to the pandemic, with the exception of the 2018-2019 period. In this period Euro Area manufacturing underperformed during the Trump administration’s trade war as a result of its comparatively higher exposure to automobile production and its stronger ties to China. Panel 2 highlights that GBP-EUR fell sharply in advance of the referendum, and remains comparatively weak today. Chart 9Terrorism And Immigration Likely Contributed To Brexit Terrorism And Immigration Likely Contributed To Brexit Terrorism And Immigration Likely Contributed To Brexit Chart 10Brexit Weakened UK Economic Performance Prior To The Pandemic Brexit Weakened UK Economic Performance Prior To The Pandemic Brexit Weakened UK Economic Performance Prior To The Pandemic Turning to the US, Donald Trump’s election as US President in 2016 was aided by both the direct and indirect effects of social media. In terms of indirect effects, Trump benefited from similar concerns over immigration and terrorism that caused the UK to leave the EU: Chart 11 highlights that terrorism and foreign policy were second and third on the list of concerns of registered voters in mid-2016, and Chart 12 highlights that voters regarded Trump as the better candidate to defend the US against future terrorist attacks. Chart 11Terrorism Ranked Highly As An Issue In The 2016 US Election The Social Media Magnification Effect: Austerity, Populism, And Slower Growth The Social Media Magnification Effect: Austerity, Populism, And Slower Growth Chart 12Voters Regarded Trump As Better Equipped To Defend Against Terrorism The Social Media Magnification Effect: Austerity, Populism, And Slower Growth The Social Media Magnification Effect: Austerity, Populism, And Slower Growth Trump’s election; and the enactment of populist policies under his administration, were directly aided by Trump’s active use of social media (mainly Twitter) to boost his candidacy. Chart 13 highlights that there were an average of 15-20 tweets per day from Trump’s Twitter account from 2013-2015, and 80% of those tweets occurred before he announced his candidacy for president in June 2015. This strongly underscores that Trump mainly used Twitter to lay the groundwork for his candidacy as an unconventional political outsider rather than as a campaign tool itself, which distinguishes his use of social media from that of other politicians. In other words, new technology disrupted the “good old boys’ club” of traditional media and elite politics. Chart 13Trump Used Twitter To Lay The Groundwork For His Candidacy Trump Used Twitter To Lay The Groundwork For His Candidacy Trump Used Twitter To Lay The Groundwork For His Candidacy Chart 14The Trump Tax Cuts A Huge Rise In Corporate Earnings The Trump Tax Cuts A Huge Rise In Corporate Earnings The Trump Tax Cuts A Huge Rise In Corporate Earnings Some policies of the Trump administration were positive for financial markets, and it is fair to say that Trump fired up animal spirits to some extent: Chart 14 highlights that the Tax Cuts and Jobs Act caused a significant rise in stock market earnings per share. But the Trump tax cuts were a conventional policy pushed mostly by the Congressional leadership of the Republican Party, and they did not meaningfully boost economic growth. Chart 15 highlights that, while the US ISM manufacturing index rose sharply in the first year of Trump’s administration, an uptrend was already underway prior to the election as a result of a significant improvement in Chinese credit growth and a recovery in oil prices after the devastating collapse that took place in 2014-2015. Chart 15But The Tax Cuts Did Not Do Much To Boost Growth But The Tax Cuts Did Not Do Much To Boost Growth But The Tax Cuts Did Not Do Much To Boost Growth Similarly, Chart 15 highlights that the Trump trade war does not bear the full responsibility of the significant slowdown in growth in 2019, as China’s credit impulse decelerated significantly between the passage of the Tax Cuts and Jobs Act and the onset of the trade war because Chinese policymakers turned to address domestic concerns. But Chart 16 highlights that the aggressive imposition of tariffs, especially between the US and China, caused an explosion in trade uncertainty even when measured on an equally-weighted basis (i.e., when overweighting trade uncertainty, in countries other than the US and China), which undoubtedly weighed on the global economy and contributed to a very significant slowdown in US jobs growth in 2019 (panel 2). Moreover, Chinese policymakers responded to the trade onslaught by deleveraging, which weighed on the global economy; and consolidating their grip on power at home. In essence, Trump was a political outsider who utilized social media to bypass the traditional media and make his case to the American people. Other factors contributed to his surprising victory, not the least of which was the austerity-induced, slow-growth recovery in key swing states. While US policy was already shifting to be more confrontational toward China, the Trump administration was more belligerent in its use of tariffs than previous administrations. The trade war thus qualifies as another policy shock that was facilitated by the existence of social media. Chart 16The Trade War Caused An Explosion In Global Trade Uncertainty The Trade War Caused An Explosion In Global Trade Uncertainty The Trade War Caused An Explosion In Global Trade Uncertainty Viewing Social Media As A Negative Productivity-Innovation A rise in fiscal conservatism leading to misguided austerity, the UK’s decision to leave the European Union, and the Trump administration’s trade war have represented significant non-monetary shocks to both the US and global economies over the past 12 years. These shocks strongly contributed to the subpar growth profile of the last economic expansion, as demonstrated above. Given the above, it is reasonable for investors to view social media as a technological innovation with negative productivity growth, given that it has facilitated policy mistakes during the last economic expansion. Chart 17 underscores this point, by highlighting that multi-factor productivity growth has been extremely weak in the post-GFC environment. While productivity is usually driven by supply-side factors over the longer term, it has a cyclical component to it – and in the case of the last economic expansion, the cyclical component was long lasting in nature. Any forces negatively impacting economic growth that do not change the factors of production necessarily reduce measured productivity; it is for this reason that measured productivity declines during recessions; and policy mistakes negatively impact productivity growth. Chart 17Policy Mistakes, Partially Enabled By Social Media, Reduced Productivity During The Last Expansion Policy Mistakes, Partially Enabled By Social Media, Reduced Productivity During The Last Expansion Policy Mistakes, Partially Enabled By Social Media, Reduced Productivity During The Last Expansion Chart 18State & Local Government Finances Are In Much Better Shape Today State & Local Government Finances Are In Much Better Shape Today State & Local Government Finances Are In Much Better Shape Today The Risk Of Aggressive Austerity Seems Low Today… Fiscal austerity in the early phase of the last economic cycle was the first social media-linked shock that we identified, but the risk of aggressive austerity appears low today. Much of the fiscal drag that occurred in the aftermath of the global financial crisis happened because of insufficient financial support to state and local governments – and the subsequent refusal by Congress to authorize more aid. But Chart 18 highlights that state and local government finances have already meaningfully recovered, on the back of bipartisan stimulus in 2020, while the American Rescue Plan provides significant additional funding. While it is true that US fiscal policy is set to detract from growth over the coming 6-12 months, this will merely reflect the unwinding of fiscal aid that had aimed to support household income temporarily lost, as a result of a drastic reduction in services spending. As we noted in last month’s report,2 goods spending will likely slow as fiscal thrust turns to fiscal drag, but services spending will improve meaningfully – aided not just by a post-pandemic normalization in economic activity, but also by the deployment of some of the sizable excess savings that US households have accumulated over the past year. Fiscal drag will also occur outside of the US next year. For example, the IMF is forecasting a two percentage point increase in the Euro Area’s cyclically-adjusted primary budget balance, which would represent the largest annual increase over the past two decades. But here too the reduction in government spending will reflect the end of pandemic-related income support, and is likely to occur alongside a positive private-sector services impulse. During the worst of the Euro Area sovereign debt crisis, the impact of austerity was especially acute because it was persistent, and it occurred while the output gap was still large in several Euro Area economies. Chart 19 highlights that Euro Area fiscal consolidation from 2010-2013 was negatively correlated with economic activity during that period, and Chart 20 highlights that, with the potential exception of Spain, this austerity does not appear to have led to subsequently stronger rates of growth. Chart 19Euro Area Austerity Lowered Growth During The Consolidation Phase… The Social Media Magnification Effect: Austerity, Populism, And Slower Growth The Social Media Magnification Effect: Austerity, Populism, And Slower Growth Chart 20…And Did Not Seem To Subsequently Raise Growth The Social Media Magnification Effect: Austerity, Populism, And Slower Growth The Social Media Magnification Effect: Austerity, Populism, And Slower Growth This experiment in austerity led the IMF to conclude that fiscal multipliers are indeed large during periods of substantial economic slack, constrained monetary policy, and synchronized fiscal adjustment across numerous economies.3 Similarly, attitudes about austerity have shifted among policymakers globally in the wake of the populist backlash. Given this, despite the significant increase in government debt levels that has occurred as a result of the pandemic, we strongly doubt that advanced economies will attempt to engage in additional austerity prematurely, i.e., before unemployment rates have returned close-to steady-state levels. …But The Risk Of Protectionism And Other Populist Measures Looms Large The role that social media has played at magnifying populist policies should be concerning for investors, especially given that there has been a rising trend towards populism over the past 20 years. In a recent paper, Funke, Schularick, and Trebesch have compiled a cross-country database on populism dating back to 1900, defining populist leaders as those who employ a political strategy focusing on the conflict between “the people” and “the elites.” Chart 21 highlights that the number of populist governments worldwide has risen significantly since the 1980s and 1990s, and Chart 22 highlights that the economic performance of countries with populist leaders is clearly negative. Chart 21Populism Has Been On The Rise For The Past 30 Years The Social Media Magnification Effect: Austerity, Populism, And Slower Growth The Social Media Magnification Effect: Austerity, Populism, And Slower Growth The authors found that countries’ real GDP growth underperformed by approximately one percentage point per year after a populist leader comes to power, relative to both the country’s own long-term growth rate and relative to the prevailing level of global growth. To control for the potential causal link between economic growth and the rise of populist leaders, Chart 23 highlights the results of a synthetic control method employed by the authors that generates a similar conclusion to the unconditional averages shown in Chart 22: populist economic policies are significantly negative for real economic growth. Chart 22Populist Leaders Are Clearly Growth Killers Even After… The Social Media Magnification Effect: Austerity, Populism, And Slower Growth The Social Media Magnification Effect: Austerity, Populism, And Slower Growth Chart 23… Controlling For The Odds That Weak Growth Leads To Populism The Social Media Magnification Effect: Austerity, Populism, And Slower Growth The Social Media Magnification Effect: Austerity, Populism, And Slower Growth This is especially concerning given that wealth and income inequality, perhaps the single most important structural cause of rising populism and political polarization, is nearly as elevated as it was in the 1920s and 1930s (Chart 24). This trend, at least in the US, has been exacerbated by a decline in public trust of mainstream media among independents and Republicans that began in the early 2000s and helped to fuel the public’s adoption of alternative news and social media. The decline in trust clearly accelerated as a result of erroneous reporting on what turned out to be nonexistent weapons of mass destruction in Iraq and other controversies of the Bush administration. Chart 21 showed that the rise in populism has also yet to abate, suggesting that social media has the potential to continue to amplify policy mistakes for the foreseeable future. Chart 24Inequality: The Most Important Structural Cause Of Populism And Polarization Inequality: The Most Important Structural Cause Of Populism And Polarization Inequality: The Most Important Structural Cause Of Populism And Polarization It is not yet clear what economic mistakes will occur under the Biden administration, but investors should not rule out the possibility of policies that are harmful for growth. The likely passage of a bipartisan infrastructure bill or a partisan reconciliation bill in the second half of this year will most likely be the final word on fiscal policy until at least 2025,4 underscoring that active fiscal austerity is not likely a major risk to investors. Spending levels will probably freeze after 2022: Republicans will not be able to slash spending, and Democrats will not be able to hike spending or taxes, if Republicans win at least one chamber of Congress in the midterms (as is likely). Biden has preserved the most significant of Trump’s protectionist policies by maintaining US import tariffs against China, and the lesson from the Tea Party’s surge following the global financial crisis is that major political shifts, magnified by social media, can manifest themselves as policy with the potential to impact economic activity within a two-year window. Attitudes toward China have shifted negatively around the world because of deindustrialization and now the pandemic.5 White collar workers in DM countries have clearly fared better during lockdowns than those of lower-income households. This has created extremely fertile ground for a revival in populist sentiment, which could force the Biden administration or Congressional Democrats toward protectionist or otherwise populist actions over the coming year, in the lead up to the 2022 mid-term elections. Investment Conclusions In this report, we have documented the historical link between social media, populism, and policy mistakes during the last economic expansion. It is clear that neither social media nor even populism is solely responsible for all mistakes – the UK’s and EU’s ill-judged foray into austerity was driven by elites. Furthermore, we have not addressed in this report the impact of populism on actions of emerging markets, such as China and Russia, whose own behavior has dealt disinflationary blows to the global economy. Nevertheless, populism is a potent force that clearly has the power to harness new technology and deliver shocks to the global economy and financial markets. The risks of additional mistakes from populism are still present, and that is even before considering other risks to society from social media: a reduction in mental health among young social media users, and the role that social media has played in spreading misinformation – contributing to the vaccine hesitancy in some DM countries that we discussed in Section 1 of our report. Two investment conclusions emerge from our analysis. First, we noted in our April report that there is a chance that investor expectations for the natural rate of interest (“R-star”) will rise once the economy normalizes post-pandemic, but that this will likely not occur as long as investors continue to believe in the narrative of secular stagnation. Despite the fact that the past decade’s shocks occurred against the backdrop of persistent household deleveraging (which has ended in the US), these shocks reinforced that narrative, and any additional policy shocks following a return to economic normality will again be seen by both investors and the Fed as strong justification for low interest rates. Thus, while the rapid closure of output gaps in advanced economies over the coming year argues for both cyclically and structurally higher bond yields, a revival in protectionist sentiment is a risk to this view that we will be closely monitoring over the coming 12-24 months. Second, for tech investors, the bipartisan shift in public sentiment to become more critical of social media companies is gradually becoming a real risk, potentially affecting user growth. Based solely on Facebook, Twitter, Pinterest, and Snapchat, social media companies do not account for a very significant share of the overall equity market (Chart 25), suggesting that the impact of a negative shift in sentiment toward social media companies would not be an overly significant event for equity investors in general. Chart 25 highlights that the share of social media companies as a percent of the broad tech sector rises if Google is included; YouTube accounts for less than 15% of Google’s total advertising revenue, however, suggesting modest additional exposure beyond the solid line in Chart 25. Chart 25The Underperformance Of Social Media Would Not Excessively Weigh On The Broad Market The Underperformance Of Social Media Would Not Excessively Weigh On The Broad Market The Underperformance Of Social Media Would Not Excessively Weigh On The Broad Market Still, investors with concentrated positions in social media stocks should be aware of the potential idiosyncratic risks facing social media companies as a result of the public’s impression of the impact of social media on society. If social media companies come to be widely associated with political gridlock, the polarization of society, and failed economic policies (as already appears to be the case), then the fundamental performance of these stocks is likely to be quite poor regardless of whether or not tech companies ultimately enjoy a relatively friendly regulatory environment under the Biden administration.   Jonathan LaBerge, CFA Vice President The Bank Credit Analyst   Footnotes 1     Grassroots Organizing in the Digital Age: Considering Values and Technology in Tea Party and Occupy Wall Street by Agarwal, Barthel, Rost, Borning, Bennett, and Johnson, Information, Communication & Society, 2014. 2     Please see The Bank Credit Analyst “July 2021,” dated June 24, 2021, available at bca.bcaresearch.com 3    “Are We Underestimating Short-Term Fiscal Multipliers?”,IMF World Economic Outlook, October 2012 4    Please see US Political Strategy Outlook "Third Quarter Outlook 2021: Game Time," dated June 30, 2021, available at usps.bcaresearch.com 5    “Unfavorable Views of China Reach Historic Highs in Many Countries,” PEW Research Center, October 2020.

Highlights The dollar is fighting a tug of war between two diverging forces: an economic slowdown around the world but plunging real interest rates in the US. The litmus test for determining which force will gain the upper hand is if the DXY fails to break above the 93-94 level that marked the March highs. So far that appears to be the case. In the interim, investors can capitalize on a few themes that will ultimately unfold: an end to the China slowdown, a bet on real rates staying low for longer, and a play on the Olympics. The expressions of these themes are long AUD/MXN, long silver and long the yen, respectively. Natural disasters are also rising in frequency globally. Historically, this has coincided with rising currency volatility. Long CHF/NZD positions can be a potent play on this trend. We ultimately expect the dollar lower 9-12 months from now. The best currencies to express this view today are NOK and SEK. Feature We are a month into the second half of year, and it is instructive to revisit the dollar view and our roadmap towards year-end. As a starting point, two key themes are propping the dollar on a tactical basis: The first is a global economic slowdown, one that could be exacerbated by increased infections of the COVID-19 Delta variant. The dollar tends to rise in an environment where global growth is weak. This is especially the case when US growth is relatively resilient, like now (Chart I-1). The second is the resilience of the US equity market, not only due to superior earnings, but also as regulatory crackdowns hit shares in China specifically, and emerging markets in general. Equity inflows into the US were a key reason the dollar did not collapse in 2020. Renewed inflows into US equities will be particularly beneficial for the dollar (Chart I-2). This will especially be the case if technology and healthcare earnings keep surprising to the upside. Chart I-1The Dollar And Relative Economic Momentum The Dollar And Relative Economic Momentum The Dollar And Relative Economic Momentum Chart I-2The US Is Leading The Earnings ##br##Cycle The US Is Leading The Earnings Cycle The US Is Leading The Earnings Cycle At the same time, real interest rates in the US are very depressed. In its latest meeting, the Federal Reserve reiterated that it will keep running the economy hot, a thesis central to our bearish dollar view. This puts the dollar in a tug of war between two diverging forces: an economic slowdown around the world but plunging real interest rates in the US. Arbitrating The Tug Of War Historically, unless the world economy experiences a recession, the interest rate story has dominated currency market action. Our report last week showed that real interest rates matter for currencies both short term and longer term. Given our bias that global growth will moderate rather than contract, the future path of interest rates will once again become important for currency market action. In this light, lower real rates are negative for the US dollar. How long the outperformance of US equities will last is a tougher call. What we do know is that in a rising interest rate environment, the US equity market has tended to derate relative to the rest of the world. Our base case is that bond yields will be higher globally on a cyclical horizon, suggesting investors should fade the current outperformance of US equities. Scandinavian Currencies As A Strategic Dollar Play The best currencies to express a cyclically lower dollar are the NOK and SEK, for a few reasons other than the strong correlation with the DXY index (Chart I-3): Chart I-3NOK And SEK Are A Play On DXY NOK and SEK Are A Play On DXY NOK and SEK Are A Play On DXY Economic momentum in both Norway and Sweden is picking up steam. In Norway, high oil prices will be a cyclical boost to the currency, as has been the case historically. Meanwhile, Sweden is benefiting from a strong manufacturing landscape, especially in autos where pricing has skyrocketed due to shortages. While the Swedish manufacturing PMI has moderated recently, it still sits at 65.8, the highest level since the mid-1990s. Both currencies remain very cheap according to our models. Our favored PPP model shows that NOK and SEK are trading at a discount of 20% and 17% respectively, amongst the cheapest in the G10 (Chart I-4). Chart I-4The Dollar Is Expensive Trade Themes Into Year End Trade Themes Into Year End Norway, Sweden and Canada are among the countries whose output gaps are expected to close relatively fast (Chart I-5). In the case of Norway (and Canada), the central bank has been vocal about curtailing monetary accommodation, as market conditions improve. The upside surprise in Swedish GDP this week lowers the odds of more monetary accommodation from the Riksbank. This will boost real rates in these countries, supporting their currencies. Chart I-5Output Gaps Across The G10 Trade Themes Into Year End Trade Themes Into Year End In a nutshell, if the dollar heads lower 9-12 months from now, this will benefit most procyclical currencies, with the NOK and SEK as winners. The Yen As An Olympian Chart I-6Currencies And The Olympics Trade Themes Into Year End Trade Themes Into Year End We made the case last month that the yen was the most underappreciated G10 currency, and that certainly remains true.  Since then, there has been improvement in the Japanese economy: The vaccination campaign is progressing smoothly, with 27% of the population having been inoculated from almost nil earlier this year. Meanwhile, about 38% have received at least one dose. This should curtail hospitalizations, despite the increase in new cases. Economic momentum remains tepid, but there are green shoots. Real cash earnings are inflecting higher, which is boosting household spending. There was also remarkable improvement in the Eco Watchers Survey, a sign of optimism among small and medium-sized businesses. Global trade remains strong, which is a boost to the Japanese external sector. While this may slow going forward, it will be a benign headwind. Japan is less exposed to China, a key market for exports, compared to its developed market peers like Australia and New Zealand. Meanwhile, China is already easing policy at the margin. The true catalyst for the yen could be the Olympics. Since the 1970s, the median performance of a currency hosting the Olympics is 4% over a year. The performance of the yen today falls well below the 25th percentile of this performance gap (Chart I-6). This year’s games have obviously been unique given the pandemic but given that the yen is the most shorted G10 currency, this is probably already in the price. It also it does raise the prospect that the yen rises from being an underdog to staging a powerful mean reversion rally. While Japan will not get a tourism boost this summer that will buffet discretionary spending, foreigners are likely to return as the pandemic is put behind us. It is remarkable that Japanese shares, even construction and material companies, that should have benefited from the leadup to the Olympics, have massively underperformed (Chart I-7). This suggests that at the margin, many investors have folded hands and sold Japanese equities indiscriminately. Chart I-7Japanese Shares Have Underperformed Japanese Shares Have Underperformed Japanese Shares Have Underperformed Finally, real rates in Japan are among the highest in the G10. This will not only prevent Japanese concerns from deploying yen cash on foreign paper, but could also lead to some repatriation of funds, boosting the yen. Low Real Rates: Buy Silver (And Platinum) The case for buying silver has become compelling, at least on a tactical basis. First, the runup in prices from under $12/oz in March to almost $30/oz in August ushered silver into a well-defined wedge formation, with a series of higher lows. We are now sitting close to the lower bound of this wedge. Given our expectation that any DXY rally will be capped at 93-94, this puts a solid floor under silver prices around the $22-$23/oz level (Chart I-8). This makes for an attractive risk/reward since silver could overtake its 2011 highs near $50/oz, once strong resistance at $30/oz is breached. Second, similar to gold, silver benefits from low interest rates, plentiful liquidity, and the incentive for fiat money debasement. But unlike gold or even cryptocurrencies, physical use for silver is quite elevated. Silver fabrication demand benefits from electronic production (whereby there is a shortage, so it is bound to eventually increase), as well as new green industries such as solar power that are dominating the manufacturing landscape (Chart I-9). Meanwhile, our Commodity & Energy Strategists have flagged that the surplus of silver is expected to shrink significantly this year, driven by both industrial and investment demand (Chart I-10). Chart I-8Buy Some Silver Buy Some Silver Buy Some Silver Chart I-9Silver Demand Is Picking Up Trade Themes Into Year End Trade Themes Into Year End Chart I-10The Silver Surplus Is Shrinking Trade Themes Into Year End Trade Themes Into Year End Third, silver is also a more potent play on a lower dollar. This is because the silver market is thinner and more volatile, with futures open interest at about one-third that of gold. Put another way, volatility in silver has always been historically higher than gold, which is why silver tends to outperform gold when the dollar is falling (Chart I-11). Chart I-11Silver Is A More Potent Play On The Dollar Silver Is A More Potent Play On The Dollar Silver Is A More Potent Play On The Dollar It is worth pointing out that the velocity of money between the US and China is slowing again, suggesting growth is likely to start outperforming outside the US, beyond the current slowdown. The US benefits less from a pickup in Chinese growth, compared to other countries. This has generally pushed the dollar lower and set fire under the silver/gold ratio (Chart I-12). Finally, there is also a case to be made for platinum. It has lagged both gold and palladium prices (Chart I-13). Meanwhile, breakthroughs are being made in substituting palladium for platinum in gasoline catalytic converters. Chart I-12Money Velocity And The GSR Money Velocity And The GSR Money Velocity And The GSR Chart I-13Platinum And Silver Have Lagged Gold Platinum And Silver Have Lagged Gold Platinum And Silver Have Lagged Gold China Slowdown Almost Over: Buy AUD/MXN Soon We highlighted in February that a tactical opportunity had opened to go short the AUD/MXN cross. With the cross down 11% from its recent highs, an opportunity to go long will soon open up. China has started easing policy at the margin. The AUD/MXN cross correlates quite strongly with the Chinese credit cycle, as Australia is economically tied to China while Mexico depends more on the US (Chart I-14). The Australian PMI has remained quite firm, despite a slowdown in the Chinese credit impulse. Strong commodity prices have been a factor, but it also points to endogenous strength in the Aussie economy. Relative terms of trade favor the Aussie. We had expected terms of trade between Australia and Mexico to relapse on the basis of destocking in China, but that has not been the case (Chart I-15). With oil prices structurally challenged by EVs, while metal prices benefit from the buildout of green infrastructure, terms of trade will remain favorable for the cross longer term. Australian stocks have been underperforming the more defensive Mexican bourse (Chart I-16). This should reverse as cyclicals start to regain the upper hand. Chart I-14AUD/MXN Tracks Chinese Credit AUD/MXN Tracks Chinese Credit AUD/MXN Tracks Chinese Credit Chart I-15AUD/MXN And Terms Of Trade AUD/MXN And Terms Of Trade AUD/MXN And Terms Of Trade Chart I-16AUD/MXN And Relative Equity Prices AUD/MXN And Relative Equity Prices AUD/MXN And Relative Equity Prices The timing for a long position is tricky as Chinese economic activity is likely to slow in the coming months, and cyclical equities could remain under pressure. Meanwhile, as value investors, we are also uncomfortable with AUD/MXN valuations. This suggests that in the very near term, short positions still make sense. That said, the 13-14 zone should provide formidable support to go long, an opportunity likely to unfold in the next 3 months (Chart 17).  Chart I-17AUD/MXN And Momentum AUD/MXN And Momentum AUD/MXN And Momentum A Final Thought On Rising Catastrophes We have been watching with obvious trepidation the rising incidence of catastrophes globally. The occurrence of weather events such as droughts, floods, storms, cyclones, and wildfires has been skyrocketing (Chart I-18). Chart I-18Disasters And Volatility Trade Themes Into Year End Trade Themes Into Year End The direct play is to buy global construction and machinery stocks that are likely to benefit from increased reconstruction activity. It also favors agricultural futures. As for currency markets, the one observation is rising volatility with the VIX having spiked significantly in the years with numerous weather events.  We are already long CHF/NZD and the yen as a play on rising currency volatility, and we will be exploring this thesis more deeply in future publications.    Chester Ntonifor Foreign Exchange Strategist chestern@bcaresearch.com Currencies U.S. Dollar Chart II-1USD Technicals 1 USD Technicals 1 USD Technicals 1 Chart II-2USD Technicals 2 USD Technicals 2 USD Technicals 2 Data out of the US this week was relatively robust: The Markit manufacturing PMI for July edged up from 62.1 to 63.1. That said, the services PMI fell from 64.6 to 59.8. Durable goods orders were rather weak, rising 0.8% year on year in June, versus a consensus of a 2.2% increase. Admittedly, the core non-defense measure, excluding aircraft and parts, rose by 0.5% from 0.1%. Consumer confidence remains resilient, rising from 127.3 to 129.1 in July, well above expectations. Q2 GDP came in at 6.5% quarter on quarter, versus an 8.4% consensus. The US dollar DXY index fell this week. The Fed meeting highlighted that the authorities are in no rush to tighten monetary policy, despite what has been a robust recovery in labor market conditions and inflation. The aftermath of the meeting saw a drop in US real yields and the dollar. The Fed’s dovish stance has been a central theme to our bearish dollar view. Report Links: Arbitrating Between Dollar Bulls And Bears - March 19, 2021 The Dollar Bull Case Will Soon Fade - March 5, 2021 Are Rising Bond Yields Bullish For The Dollar? - February 19, 2021 The Euro Chart II-3EUR Technicals 1 EUR Technicals 1 EUR Technicals 1 Chart II-4EUR Technicals 2 EUR Technicals 2 EUR Technicals 2 Data out of the eurozone this week softened: The manufacturing PMI fell to 62.6 in July from 63.4. The services PMI surprisingly improved, rising from 58.3 to 60.4 in July. Economic confidence rose from 117.9 to 119 in July. The German IFO survey was below consensus in July, but the expectations component did rise from 99.6 to 100.4. The euro rose by 1% this week. We went long the euro at 1.18 on expectations that at the margin, monetary policy in the euro area will shift in a more hawkish fashion. Since then, the ECB has adopted a symmetric inflation target, promising to keep interest rates low for longer. The euro’s indifference to this dovish development suggests a strong floor under the currency, and upside should euro area growth beat consensus. Report Links: Relative Growth, The Euro, And The Loonie - April 16, 2021 The Euro Dance: One Step Back, Two Steps Forward - April 2, 2021 On Japanese Inflation And The Yen - January 29, 2021 The Japanese Yen Chart II-5JPY Technicals 1 JPY Technicals 1 JPY Technicals 1 Chart II-6JPY Technicals 2 JPY Technicals 2 JPY Technicals 2 Japanese data was rather mixed this week: The Jibun manufacturing PMI eased slightly in July, to 52.2 from 52.4. The services component also fell to 46.4. Department store sales came in at 3.7% year on year in June. We highlighted last week that supermarket sales also remain strong. The yen was up 0.4% against the dollar this week. In the history of the Olympics, the incumbent currency has tended to rise over the course of the year. Given the yen is the most shorted developed-market currency currently, this sets it up for a coiled spring rebound. Report Links: The Case For Japan - June 11, 2021 The Dollar Bull Case Will Soon Fade - March 5, 2021 On Japanese Inflation And The Yen - January 29, 2021 British Pound Chart II-7GBP Technicals 1 GBP Technicals 1 GBP Technicals 1 Chart II-8GBP Technicals 2 GBP Technicals 2 GBP Technicals 2 There were some mixed data out of the UK this week: Retail sales in the UK were in line with expectations. The measure excluding automobiles and fuel rose by 7.4% year on year in June. The PMIs generally slowed from very strong levels. The manufacturing print for July was 60.4, while the services component came in at 57.8. House price inflation remains strong, with the nationwide measure coming in at 10.5% year on year in July. Mortgage approvals fell slightly in June but remain at a robust 81.3K. The pound rose by 1.5% this week. The big surprise in the UK has been a reversal in the COVID-19 infection rate, despite an economy that is reopening quite briskly. This sets cable up for a volatile few weeks and months, given a poor technical picture (speculations are cutting long positions from very aggressive levels). We like GBP long term but will stand aside for now. Report Links: Why Are UK Interest Rates Still So Low? - March 10, 2021 Portfolio And Model Review - February 5, 2021 Thoughts On The British Pound - December 18, 2020 Australian Dollar Chart II-9AUD Technicals 1 AUD Technicals 1 AUD Technicals 1 Chart II-10AUD Technicals 2 AUD Technicals 2 AUD Technicals 2 The inflation report in Australia was in line with expectations for Q2: Headline CPI rose from 1.1% to 3.8%. The trimmed mean and median measure came in at 1.6% and 1.7% respectively. The AUD was flat this week, the worst performing G10 currency. The dominant story remains the renewed restrictions from a resurgence in COVID-19, particularly in Sydney. That said, weakness in AUD is starting to create an attractive reward/risk profile. Speculators are net short the Australian dollar, and our bias is that there has been spillover pressure from the recent turmoil in Asian/Chinese markets. In the end, this only makes for a coiled spring rebound in the AUD. Report Links: The Dollar Bull Case Will Soon Fade - March 5, 2021 Portfolio And Model Review - February 5, 2021 Australia: Regime Change For Bond Yields & The Currency? - January 20, 2021 New Zealand Dollar Chart II-11NZD Technicals 1 NZD Technicals 1 NZD Technicals 1 Chart II-12NZD Technicals 2 NZD Technicals 2 NZD Technicals 2 The was scant data out of New Zealand this week: The trade balance came in at NZ$261 million, even with stronger imports in June. The ANZ activity outlook index fell in July, to 26.3 from 31.6. The NZD was up 0.5% this week. The strong rally in NZD after a hawkish RBNZ a fortnight ago continues to fade. This week, we highlighted a new theme, which is the rising incidence of natural disasters. Historically, this has been great for agricultural prices, benefiting NZD. But it has also been accompanied by a tremendous rise in currency volatility, which hurts the NZD vis-à-vis safe-haven currencies. We are currently long CHF/NZD and will be exploring this theme in future publications. Report Links: How High Can The Kiwi Rise? - April 30, 2021 Portfolio And Model Review - February 5, 2021 Currencies And The Value-Versus-Growth Debate - July 10, 2020 Canadian Dollar Chart II-13CAD Technicals 1 CAD Technicals 1 CAD Technicals 1 Chart II-14CAD Technicals 2 CAD Technicals 2 CAD Technicals 2 Data out of Canada this week has been mixed: Retail sales fell month on month in May by 2.1% but this was above expectations. Inflation remains robust. Headline CPI was 3.1%, while the core trim, median and common measures came in at 2.6%, 2.4% and 1.7% respectively. The CAD rose by 0.8% this week. The backdrop for the loonie remains positive as the Bank of Canada is leaning against monetary accommodation by tapering asset purchases, and signaling interest rate increases, while the Fed remains on hold. These pin real interest rate differentials in favor of the loonie. Report Links: Relative Growth, The Euro, And The Loonie - April 16, 2021 Will The Canadian Recovery Lead Or Lag The Global Cycle? - February 12, 2021 The Outlook For The Canadian Dollar - October 9, 2020 Swiss Franc Chart II-15CHF Technicals 1 CHF Technicals 1 CHF Technicals 1 Chart II-16CHF Technicals 2 CHF Technicals 2 CHF Technicals 2 There was scant data out of Switzerland this week: Investor confidence from the Credit Suisse survey fell in July, from 51.3 to 42.8. Total sight deposits were unchanged at CHF 712 bn for the week of July 23. The Swiss franc was up 1.3% this week. Incoming Swiss inflation data next week will dictate whether the SNB steps up the pace of FX intervention. So far, there have been no big moves in the CHF exchange rate to implore central bank attention. A rebound in global bond yields will be a welcome relief since the franc tends to weaken in that environment. For the time being, we believe volatility can continue to rise. As such, the franc will benefit, justifying long CHF/NZD bets. Report Links: An Update On The Swiss Franc - April 9, 2021 Portfolio And Model Review - February 5, 2021 The Dollar Conundrum And Protection - November 6, 2020 Norwegian Krone Chart II-17NOK Technicals 1 NOK Technicals 1 NOK Technicals 1 Chart II-18NOK Technicals 2 NOK Technicals 2 NOK Technicals 2 There was scant data out of Norway this week: Retail sales were flat month on month in June. The NOK was up 1% this week. Our limit buy on Scandinavian currencies was triggered a fortnight ago, nudging us in the money with this week’s currency moves. We are not fighting the Norges Bank, which has signaled they will increase interest rates this year, ahead of both the Federal Reserve and the ECB. As such, we are short EUR/NOK and USD/NOK. Report Links: The Norwegian Method - June 4, 2021 Portfolio And Model Review - February 5, 2021 Revisiting Our High-Conviction Trades - September 11, 2020 Swedish Krona Chart II-19SEK Technicals 1 SEK Technicals 1 SEK Technicals 1 Chart II-20SEK Technicals 2 SEK Technicals 2 SEK Technicals 2 Recent data from Sweden have been improving: The PPI for July came in at 9.6%, up from 7.9%. The June trade balance showed a healthy surplus of SEK 10.3 billion. The economic tendency survey for July came in at 122.4 from 119.8. Manufacturing confidence continues to inflect higher, rising from 125.2 to 129.2 in July. The SEK was the strongest performing G10 currency this week, rising 1.5%. Swedish Q2 GDP was a welcome positive surprise, up by 10.5% year on year and 0.9% quarter on quarter. This is paring back expectations of more stimulus from the Riksbank. We have been highlighting that SEK remains one of our most potent plays on a global growth recovery. As such, we are short EUR/SEK and USD/SEK. Report Links: Revisiting Our High-Conviction Trades - September 11, 2020 More On Competitive Devaluations, The CAD And The SEK - May 1, 2020 Sweden Beyond The Pandemic: Poised To Re-leverage - March 19, 2020 Trades & Forecasts Forecast Summary Core Portfolio Tactical Trades Limit Orders Closed Trades

Highlights Globalization is recovering to its pre-pandemic trajectory. But it will fail to live up to potential, as the “hyper-globalization” trends of the 1990s are long gone. China was the biggest winner of hyper-globalization. It now faces unprecedented risks in the context of hypo-globalization. Global investors woke up to China’s domestic political risks this year, which include arbitrary regulatory crackdowns on tech and private business. While Chinese officials will ease policy to soothe markets, the cyclical and structural outlook is still negative for this economy. Growth and stimulus have peaked. Political risk will stay high through the national party congress in fall 2022. US-China relations have not stabilized. India, the clearest EM alternative for global investors, is high-priced relative to China and faces troubles of its own. It is too soon to call a bottom for EM relative to DM. Feature Global investors woke up to China’s domestic political risk over the past week, as Beijing extended its regulatory crackdown to private education companies. Our GeoRisk Indicator shows Chinese political risk reaching late 2017 levels while the broad Chinese stock market continued this year’s slide against emerging market peers (Chart 1). Chart 1China: Domestic Political Risk Takes Investors By Surprise Hypo-Globalization (A GeoRisk Update) Hypo-Globalization (A GeoRisk Update) A technical bounce in Chinese tech stocks will very likely occur but we would not recommend playing it. The first of our three key views for 2021 is the confluence of internal and external headwinds for China. True, today’s regulatory blitz will pass over like previous ones and the fast money will snap up Chinese tech firms on the cheap. The Communist Party is making a show of force, not destroying its crown jewels in the tech sector. However, the negative factors weighing on China are both cyclical and structural. Until Chinese President Xi Jinping adjusts his strategy and US-China relations stabilize, investors do not have a solid foundation for putting more capital at risk in China. Globalization is in retreat and this is negative for China, the big winner of the past 40 years. Hypo-Globalization Globalization in the truest sense has expanded over millenia. It will only reverse amid civilizational disasters. But the post-Cold War era of “hyper-globalization” is long gone.1 The 2010s saw the emergence of de-globalization. In the wake of COVID-19, global trade is recovering to its post-2008 trend but it is nowhere near recovering the post-1990 trend (Chart 2). Trade exposure has even fallen within the major free trade blocs, like the EU and USMCA (Chart 3). Chart 2Hypo-Globalization Hypo-Globalization Hypo-Globalization Chart 3Trade Intensity Slows Even Within Trade Blocs Trade Intensity Slows Even Within Trade Blocs Trade Intensity Slows Even Within Trade Blocs Of course, with vaccines and stimulus, global trade will recover in the coming decade. We coined the term “hypo-globalization” to capture this predicament, in which globalization is set to rebound but not to its previous trajectory.2 We now inhabit a world that is under-globalized and under-globalizing, i.e. not as open and free as it could be. A major factor is the US-China economic divorce, which is proceeding apace. China’s latest state actions – in diplomacy, finance, and business – underscore its ongoing disengagement from the US-led global architecture. The US, for its part, is now on its third presidency with protectionist leanings. American and European fiscal stimulus are increasingly protectionist in nature, including rising climate protectionism. Bottom Line: The stimulus-fueled recovery from the global pandemic is not leading to re-globalization so much as hypo-globalization. A cyclical reboot of cross-border trade and investment is occurring but will fall short of global potential due to a darkening geopolitical backdrop. Still No Stabilization In US-China Relations Chart 4Do Nations Prefer Growth? Or Security? Hypo-Globalization (A GeoRisk Update) Hypo-Globalization (A GeoRisk Update) A giant window of opportunity is closing for China and Russia – they will look back fondly on the days when the US was bogged down in the Middle East. The US current withdrawal from “forever wars” incentivizes Beijing and Moscow to act aggressively now, whether at home or abroad. Investors tend to overrate the Chinese people’s desire for economic prosperity relative to their fear of insecurity and domination by foreign powers. China today is more desirous of strong national defense than faster economic growth (Chart 4). The rise of Chinese nationalism is pronounced since the Great Recession. President Xi Jinping confirmed this trend in his speech for the Communist Party’s first centenary on July 1, 2021. Xi was notably more concerned with foreign threats than his predecessors in 2001 and 2011 (Chart 5).3 China has arrived as a Great Power on the global stage and will resist being foisted into a subsidiary role by western nations. Chart 5Xi Jinping’s Centenary Speech Signaled Nationalist Turn Hypo-Globalization (A GeoRisk Update) Hypo-Globalization (A GeoRisk Update) Meanwhile US-China relations have not stabilized. The latest negotiations did not produce agreed upon terms for managing tensions in the relationship. A bilateral summit between Presidents Biden and Xi Jinping has not been agreed to or scheduled, though it could still come together by the end of October. Foreign Minister Wang Yi produced a set of three major demands: that the US not subvert “socialism with Chinese characteristics,” obstruct China’s development, or infringe on China’s sovereignty and territorial integrity (Table 1). The US’s opposition to China’s state-backed economic model, export controls on advanced technology, and attempts to negotiate a trade deal with the province of Taiwan all violate these demands.4 Table 1China’s Three Demands From The United States (July 2021) Hypo-Globalization (A GeoRisk Update) Hypo-Globalization (A GeoRisk Update) The removal of US support for China’s economic, development – recently confirmed by the Biden administration – will take a substantial toll on sentiment within China and among global investors. US President Joe Biden and four executive departments have explicitly warned investors not to invest in Hong Kong or in companies with ties to China’s military-industrial complex and human rights abuses. The US now formally accuses China of genocide in the Xinjiang region.5 Bottom Line: There is no stabilization in US-China relations yet. This will keep the risk premium in Chinese currency and equities elevated. The Sino-American divorce is a major driver of hypo-globalization. China’s Regulatory Crackdown President Xi Jinping’s strategy is consistent. He does not want last year’s stimulus splurge to create destabilizing asset bubbles and he wants to continue converting American antagonism into domestic power consolidation, particularly over the private economy. Now China’s sweeping “anti-trust” regulatory crackdown on tech, education, and other sectors is driving a major rethink among investors, ranging from Ark-founder Cathie Wood to perma-bulls like Stephen Roach. The driver of the latest regulatory crackdown is the administration’s reassertion of central party control. The Chinese economy’s potential growth is slowing, putting pressure on the legitimacy of single-party rule. The Communist Party is responding by trying to improve quality of life while promoting nationalism and “socialism with Chinese characteristics,” i.e. strong central government control and guidance over a market economy. Beijing is also using state power and industrial policy to attempt a great leap forward in science and technology in a bid to secure a place in the sun. Fintech, social media, and other innovative platforms have the potential to create networks of information, wealth, and power beyond the party’s control. Their rise can generate social upheaval at home and increase vulnerability to capital markets abroad. They may even divert resources from core technologies that would do more to increase China’s military-industrial capabilities. Beijing’s goal is to guide economic development, break up the concentration of power outside of the party, prevent systemic risks, and increase popular support in an era of falling income growth. Sociopolitical Risks: Social media has demonstrably exacerbated factionalism and social unrest in the United States, while silencing a sitting president. This extent of corporate power is intolerable for China. Economic And Financial Risks: Innovative fintech companies like Ant Group, via platforms like Alipay, were threatening to disrupt one of the Communist Party’s most important levers of power: the banking and financial system. The People’s Bank of China and other regulators insisted that Ant be treated more like a bank if it were to dabble in lending and wealth management. Hence the PBoC imposed capital adequacy and credit reporting requirements.6 Data Security Risks: Didi Chuxing, the ride-sharing company partly owned by Uber, whose business model it copied and elaborated on, defied authorities by attempting to conduct its initial public offering in the United States in June. The Communist Party cracked down on the company after the IPO to show who was in charge. Even more, Beijing wanted to protect its national data and prevent the US from gaining insights into its future technologies such as electric and autonomous vehicles. Foreign Policy Risks: Beijing is also preempting the American financial authorities, who will likely take action to kick Chinese companies that do not conform to common accounting and transparency standards off US stock exchanges. Better to inflict the first blow (and drive Chinese companies to Hong Kong and Shanghai for IPOs) than to allow free-wheeling capitalism to continue, giving Americans both data and leverage. Thus Beijing is continuing the “self-sufficiency” drive, divorcing itself from the US economy and capital markets, while curbing high-flying tech entrepreneurs and companies. The party’s muscle-flexing will culminate in Xi Jinping’s consolidation of power over the Politburo and Central Committee at the twentieth national party congress in fall 2022, where he is expected to take the title of “Chairman” that only Mao Zedong has held before him. The implication is that the regulatory crackdown can easily last for another six-to-12 more months. True, investors will become desensitized to the tech crackdown. But health care and medical technology are said to be in the Chinese government’s sights. So are various mergers and acquisitions. Both regulatory and political risk premia in different sectors can persist. The current administration has waged several sweeping regulatory campaigns against monopolies, corruption, pollution, overcapacity, leverage, and non-governmental organizations. The time between the initial launch of one of these campaigns and their peak intensity ranges from two to five years (Chart 6). Often, but not always, central policy campaigns have an express, three-year plan associated with them. Chart 6ABeijing Cracked Down On Monopolies, Corruption, Pollution... Beijing Cracked Down On Monopolies, Corruption, Pollution... Beijing Cracked Down On Monopolies, Corruption, Pollution... Chart 6B...NGOs, Overcapacity, And Leverage ...NGOs, Overcapacity, And Leverage ...NGOs, Overcapacity, And Leverage Chart 7China Tech: Buyer Beware China Tech: Buyer Beware China Tech: Buyer Beware The first and second year mark the peak impact. The negative profile of Chinese tech stocks relative to their global peers suggests that the current crackdown is stretched, although there is little sign of bottom formation yet (Chart 7). The crackdown began with Alibaba founder Jack Ma, and Alibaba stocks have yet to arrest their fall either in absolute terms or relative to the Hang Seng tech index. Bottom Line: A technical bounce is highly likely for Chinese stocks, especially tech, but we would not recommend playing it because of the negative structural factors. For instance, we fully expect the US to delist Chinese companies that do not meet accounting standards. The Chinese Government’s Pain Threshold? The government is not all-powerful – it faces financial and economic constraints, even if political checks and balances are missing. Beijing does not have an interest in destroying its most innovative companies and sectors. Its goal is to maintain the regime’s survival and power. China’s crackdown on private companies goes against its strategic interest of promoting innovation and therefore it cannot continue indefinitely. The hurried meeting of the China Securities Regulatory Commission with top bankers on July 28 suggests policymakers are already feeling the heat.7 In the case of Ant Group, the company ultimately paid a roughly $3 billion fine (which is 18% of its annual revenues) and was forced to restructure. Ant learned that if it wants to behave more like a bank athen it will be regulated more like a bank. Yet investors will still have to wrestle with the long-term implications of China’s arbitrary use of state power to crack down on various companies and IPOs. This is negative for entrepreneurship and innovation, regardless of the government’s intentions. Chart 8China's Pain Threshold = Property Sector China's Pain Threshold = Property Sector China's Pain Threshold = Property Sector Ultimately the property sector is the critical bellwether: it is a prime target of the government’s measures against speculative asset bubbles. It is also an area where authorities hope to ease the cost of living for Chinese households, whose birth rates and fertility rates are collapsing. While there is no risk of China’s entire economy crumbling because of a crackdown on ride-hailing apps or tutoring services, there is a risk of the economy crumbling if over-zealous regulators crush animal spirits in the $52 trillion property sector, as estimated by Goldman Sachs in 2019. Property is the primary store of wealth for Chinese households and businesses and falling property prices could well lead to an unsustainable rise in debt burdens, a nationwide debt-deflation spiral, and a Japanese-style liquidity trap. Judging by residential floor space started, China is rapidly approaching its overall economic pain threshold, meaning that property sector restrictions should ease, while monetary and credit policy should get easier as necessary to preserve the economic recovery (Chart 8). The economy should improve just in time for the party congress in late 2022. Bottom Line: China will be forced to maintain relatively easy monetary and fiscal policy and avoid pricking the property bubble, which should lend some support to the global recovery and emerging markets economies over the cyclical (12-month) time frame. China’s Regulation And Demographic Pressures Is the Chinese government not acting in the public interest by tamping down financial excesses, discouraging anti-competitive corporate practices, and combating social ills? Yes, there is truth to this. But arbitrary administrative controls will not increase the birth rate, corporate productivity, or potential GDP growth. First, it is true that Chinese households cite high prices for education, housing, and medicine as reasons not to have children (Chart 9). However, price caps do not attack the root causes of these problems. The lack of financial security and investment options has long fueled high house prices. The rabid desire to get ahead in life and the exam-oriented education system have long fueled high education prices. Monetary and fiscal authorities are forced to maintain an accommodative environment to maintain minimum levels of economic growth amid high indebtedness – and yet easy money policies fuel asset price inflation. In Japan, fertility rates began falling with economic development, the entrance of women in the work force, and the rise of consumer society. The fertility rate kept falling even when the country slipped into deflation. It perked up when prices started rising again! But it relapsed after the Great Recession and Fukushima nuclear crisis (Chart 10, top panel). Chart 9China: Concerns About Having Children Hypo-Globalization (A GeoRisk Update) Hypo-Globalization (A GeoRisk Update) China’s fertility rate bottomed in the 1990s and has gradually recovered despite the historic surge in property prices (Chart 10, second panel), though it is still well below the replacement rate needed to reverse China’s demographic decline in the absence of immigration. A lower cost of living and a higher quality of life will be positive for fertility but will require deeper reforms.8 Chart 10Fertility Fell In Japan Despite Falling Prices Fertility Fell In Japan Despite Falling Prices Fertility Fell In Japan Despite Falling Prices At the same time, arbitrary regulatory crackdowns that punish entrepreneurs are not likely to boost productivity. Anti-trust actions could increase competition, which would be positive for productivity, but China’s anti-trust actions are not conducted according to rule of law, or due process, so they increase uncertainty rather than providing a more stable investment environment. China’s tech crackdown is also aimed at limiting vulnerability to foreign (American) authorities. Yet disengagement with the global economy will reduce competition, innovation, and productivity in China. Bottom Line: China’s demographic decline will require larger structural changes. It will not be reversed by an arbitrary game of whack-a-mole against the prices of housing, education, and health. India And South Asia Chart 11China Will Ease Policy... Or India Will Break Out China Will Ease Policy... Or India Will Break Out China Will Ease Policy... Or India Will Break Out Global investors have turned to Indian equities over the course of the year and they are now reaching a major technical top relative to Chinese stocks (Chart 11). Assuming that China pulls back on its policy tightening, this relationship should revert to mean. India faces tactical geopolitical and macroeconomic headwinds that will hit her sails and slow her down. In other words, there is no great option for emerging markets at the moment. Over the long run, India benefits if China falters. Following the peak of the second COVID-19 wave in May 2021, some high frequency indicators have showed an improvement in India’s economy. However, activity levels appear weaker than of other emerging markets (Chart 12). Given the stringency levels of India’s first lockdown last spring, year-on-year growth will look faster than it really is. As the base effect wanes, underlying weak demand will become evident. Moreover India is still vulnerable to COVID-19. Only 25% of the population has received one or more vaccine shots which is lower than the global level of 28%. The result will be a larger than expected budget deficit. India refrained from administering a large dose of government spending in 2020 (Chart 13). With key state elections due from early 2022 onwards, the government could opt for larger stimulus. This could assume the form of excise duty cuts on petroleum products or an increase in revenue expenditure. These kinds of measures will not enhance India’s productivity but will add to its fiscal deficit. Chart 12Weak Post-COVID Rebound In India – And Losing Steam Hypo-Globalization (A GeoRisk Update) Hypo-Globalization (A GeoRisk Update) Chart 13India Likely To Expand Fiscal Spending Soon Hypo-Globalization (A GeoRisk Update) Hypo-Globalization (A GeoRisk Update) Such an unexpected increase in India’s fiscal deficit could be viewed adversely by markets. India’s fiscal discipline tends to be poorer than that of peers (see Chart 13 above). Meanwhile India’s north views Pakistan unfavorably and key state elections are due in this region. Consequently, Indian policy makers may be forced to adopt a far more aggressive foreign policy response to any terrorist strikes from Pakistan or territorial incursions by China over August 2021. The US withdrawal from Afghanistan poses risks for India as it has revived the Taliban’s influence. India has a long history of being targeted by Afghani terrorist groups. And its diplomatic footprint in Afghanistan has been diminishing. Earlier in July, India decided temporarily to close its consulate in Kandahar and evacuated about 50 diplomats and security personnel. As August marks the last month of formal US presence in Afghanistan, negative surprises emanating from Afghanistan should be expected. Bottom Line: Pare exposure to Indian assets on a tactical basis. Our Emerging Markets Strategy takes a more optimistic view but geopolitical changes could act as a negative catalyst in the short term. We urge clients to stay short Indian banks. Investment Takeaways US stimulus contrasts with China’s turmoil. The US Biden administration and congressional negotiators of both parties have tentatively agreed on a $1 trillion infrastructure deal over eight years. Even if this bipartisan deal falls through, Democrats alone can and will pass another $1.3-$2.5 trillion in net deficit spending by the end of the year. Stay short the renminbi. Prefer a balance of investments in the dollar and the euro, given the cross-currents of global recovery yet mounting risks to the reflation trade. A technical bounce in Chinese stocks and tech stocks is nigh. China’s policymakers are starting to respond to immediate financial pressures. However, growth has peaked and structural factors are still negative. The geopolitical outlook is still gloomy and China’s domestic political clock is a headwind for at least 12 more months. Prefer developed market equities over emerging markets (Chart 14). Emerging markets failed to outperform in the first half of the year, contrary to our expectation that the global reflation trade would lift them. China/EM will benefit when Beijing eases policy and growth rebounds. Chart 14Emerging Markets: Not Out Of The Woods Yet Emerging Markets: Not Out Of The Woods Yet Emerging Markets: Not Out Of The Woods Yet Stay short Indian banks and strongman EM currencies, including the Turkish lira, the Brazilian real, and the Philippine peso. The biggest driver of EM underperformance this year is the divergence between the US and China. But until China’s policy corrects, the rest of EM faces downside risks.   Matt Gertken Vice President Geopolitical Strategy mattg@bcaresearch.com   Ritika Mankar, CFA Editor/Strategist ritika.mankar@bcaresearch.com Footnotes 1 Dani Rodrik, The Globalization Paradox: Democracy and the Future of the World Economy (New York: Norton, 2011). 2 See my "Nationalism And Globalization After COVID-19," Investments & Wealth Monitor (Jan/Feb 2021), pp13-21, investmentsandwealth.org. 3 Our study of Xi’s speech is not limited to this quantitative, word-count analysis. A fuller comparison of his speech with that of his predecessors on the same occasion reveals that Xi was fundamentally more favorable toward Marx, less favorable toward Deng Xiaoping and the pro-market Third Plenum, utterly silent on notions of political reform or liberal reform, more harsh in his rhetoric toward the outside world, and hawkish about the mission of reunifying with Taiwan. 4 The Chinese side also insisted that the US stop revoking visas, punishing companies and institutes, treating the press as foreign agents, and detaining executives. It warned that cooperation – which the US seeks on the environment, Iran, North Korea, and other areas – cannot be achieved while the US imposes punitive measures. 5 See US Department of State, "Xinjiang Supply Chain Business Advisory," July 13, 2021, and "Risks and Considerations for Businesses Operating in Hong Kong," July 16, 2021, state.gov. 6 Top business executives are also subject to these displays of state power. For example, Alibaba founder Jack Ma caricatured China’s traditional banks as “pawn shops” and criticized regulators for stifling innovation. He is now lying low and has taken to painting! 7 See Emily Tan and Evelyn Cheng, "China will still allow IPOs in the United States, securities regulator tells brokerages," CNBC, July 28, 2021, cnbc.com. Officials are sensitive to the market blowback but the fact remains that IPOs in the US have been discouraged and arbitrary regulatory crackdowns are possible at any time. 8 Increasing social spending also requires local governments to raise more revenue but the central government had been cracking down on the major source of revenues for local government: land sales and local government financing vehicles. With the threat of punishment for local excesses and lack of revenue source, local governments have no choice but to cut social services, pushing affluent residents towards private services, while leaving the less fortunate with fewer services. As with financial regulations, the central government may backpedal from too tough regulation of local governments, but more economic and financial pain will be required to make it happen. The Geopolitics Of The Olympics The 2020 Summer Olympics are currently underway in Tokyo, even though it is 2021. The arenas are mostly empty given the global pandemic and economic slowdown. Every four years the Summer Olympics create a golden opportunity for the host nation to showcase its achievements, infrastructure, culture, and beauty. But the Olympics also have a long history of geopolitical significance: terrorist acts, war protests, social demonstrations, and boycotts. In 1906 an Irish athlete climbed a flag pole to wave the Irish flag in protest of his selection to the British team instead of the Irish one. In 1968 two African American athletes raised their fists as an act of protest against racial discrimination in the US after the assassination of Martin Luther King Jr. In 1972, the Palestinian terrorist group Black September massacred eleven Israeli Olympians in Munich, Germany. In 1980 the US led the western bloc to boycott the Moscow Olympics while the Soviet Union and its allies retaliated by boycotting the 1984 Los Angeles Olympics. In 2008, Russia used the Olympics as a convenient distraction from its invasion of Georgia, a major step in its geopolitical resurgence. So far, thankfully, the Tokyo Olympics have gone without incident. However, looking forward, geopolitics is already looming over the upcoming 2022 Winter Olympics in Beijing. Hypo-Globalization (A GeoRisk Update) Hypo-Globalization (A GeoRisk Update) How the world has changed. The 2008 Summer Olympics marked China’s global coming-of-age celebration. The breathtaking opening ceremony featured 15,000 performers and cost $100 million. The $350 million Bird’s Nest Stadium showcased to the world China’s long history, economic prowess, and various other triumphs. All of this took place while the western democratic capitalist economies grappled with what would become the worst financial and economic crisis since the Great Depression. In 2008, global elites spoke of China as a “responsible stakeholder” that was conducting a “peaceful rise” in international affairs. The world welcomed its roughly $600 billion stimulus. Now elites speak of China as primarily a threat and a competitor, a “revisionist” state challenging the liberal world order. China is blamed for a lack of transparency (if not virological malfeasance) in handling the COVID-19 pandemic. It is blamed for breaking governance promises and violating human rights in Hong Kong, for alleged genocide in Xinjiang, and for a list of other wrongdoings, including tough “Wolf Warrior” diplomacy, cyber-crime and cyber-sabotage, and revanchist maritime-territorial claims. Even aside from these accusations it is clear that China is suffering greater financial volatility as a result of its conflicting economic goals. Talk of a diplomatic or even full boycott of Beijing’s winter games is already brewing. Sponsors are also second-guessing their involvement. More than half of Canadians support boycotting the winter games. Germany is another bellwether to watch. In 2014, Germany’s president (not chancellor) boycotted the Sochi Olympics; in 2021, the EU and China are witnessing a major deterioration of relations. Parliamentarians in the UK, Italy, Sweden, Switzerland, and Norway have asked their governments to outline their official stance on the winter games. In the age of “woke capitalism,” a sponsorship boycott of the games is a possibility. This is especially true given the recent Chinese backlash against European multinational corporations for violating China’s own rules of political correctness. A boycott which includes any members of the US, Norway, Canada, Sweden, Germany, or the Netherlands would be substantial as these are the top performers in the Winter Olympics. Even if there is no boycott, there is bound to be some political protests and social demonstrations, and China will not be able to censor anything said by Western broadcasters televising the events. Athletes usually suffer backlash at home if they make critical statements about their country, but they run very little risk of a backlash for criticizing China. If anything, protests against China’s handling of human rights will be tacitly encouraged. Beijing, for its part, will likely overreact, as these days it not only controls the message at home but also attempts more actively to export censorship. This is precisely what the western governments are now trying to counteract, for their own political purposes. The bottom line is that the 2008 Beijing Olympics reflected China’s strengths in stark contrast with the failures of democratic capitalism, while the 2022 Olympics are likely to highlight the opposite: China’s weaknesses, even as the liberal democracies attempt a revival of their global leadership.   Jesse Anak Kuri Associate Editor Jesse.Kuri@bcaresearch.com Section II: GeoRisk Indicator China China: GeoRisk Indicator China: GeoRisk Indicator Russia Russia: GeoRisk Indicator Russia: GeoRisk Indicator United Kingdom UK: GeoRisk Indicator UK: GeoRisk Indicator Germany Germany: GeoRisk Indicator Germany: GeoRisk Indicator France France: GeoRisk Indicator France: GeoRisk Indicator Italy Italy: GeoRisk Indicator Italy: GeoRisk Indicator Canada Canada: GeoRisk Indicator Canada: GeoRisk Indicator Spain Spain: GeoRisk Indicator Spain: GeoRisk Indicator Taiwan Taiwan: GeoRisk Indicator Taiwan: GeoRisk Indicator Korea Korea: GeoRisk Indicator Korea: GeoRisk Indicator Turkey Turkey: GeoRisk Indicator Turkey: GeoRisk Indicator Brazil Brazil: GeoRisk Indicator Brazil: GeoRisk Indicator Australia Australia: GeoRisk Indicator Australia: GeoRisk Indicator Section III: Geopolitical Calendar

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

Highlights China’s broad equity market performance since the PBoC cut its reserve requirement ratio (RRR) is consistent with our view. While the central bank’s policy tone remains dovish, a single reduction in the RRR rate has a limited impact on the economy. Divergent sector performance points to an ongoing pressure for structural reforms, ranging from traditional economic pillars to some of the new economy sectors. The bond market is betting on more rate cuts. While we expect more monetary policy easing later this year, the bond market may be ahead of itself and vulnerable to a near-term reassessment of policy and growth.  Stay underweight Chinese stocks until sure signs of policy easing emerge. Feature Chart 1Overexcited Bond buyers, Unimpressed Equity Investors Messages From The Market Messages From The Market China’s bond markets rallied in the two weeks following the PBoC’s 50bps reduction in the RRR. The A-share market, on the other hand, moved sideways until the big selloff earlier this week (Chart 1). Chinese policymakers’ continued crackdown on internet companies forced offshore Chinese equities to drop by 13% so far in July.  As we previously highlighted, a single RRR cut, at the most, represents a continuation in the central bank’s dovish policy stance.Meanwhile, China continues to push for structural reforms and shows no signs of easing industry regulations. In this week's report, we review the response of investors to the RRR cut and recent policy moves, both at the broad market and sector levels. We expect that China’s macro policy measures will eventually become more reflationary to shore up domestic demand next year. However, to change our underweight stance on Chinese stocks, we would need more evidence before concluding that policies on the macro level have eased enough and will lead to a cyclical uptrend in the country’s economy. While Chinese policymakers are unlikely to lift the existing sector regulations anytime soon, the strength in policy tightening may start to moderate in the next 12 months given that regulators’ ultimate goal is to promote domestic innovation and productivity. Chinese equities, particularly the ones in the offshore market, have underperformed global stocks for most of this year. We think a bottom in Chinese stocks’ relative performance may be near, however, we recommend investors stay the course for now.  Unimpressed Equity Investors The performance in both China’s onshore and offshore equity markets suggests market participants agree with our assessment, that a single reduction in RRR does not signal the beginning of broad-based reflationary efforts by Chinese authorities. Moreover, the divergence in sector performance continues pointing to a policy pivoting away from the traditional pillars in the economy. Charts 2A and 2B present the relative performance of Chinese investable and onshore stocks versus the emerging market (EM) and global benchmarks, both in USD and rebased to 100 on the day of the RRR cut announcement. The initial reaction to the announcement was modestly positive, with Chinese equities gaining in relative terms versus their global peers. However, the small gains disappeared less than a week after the RRR’s trim, reflecting investors’ lack of confidence in the stimulative effects from a one-off cut. Chart 2AA Lackluster Offshore Equity Market... A Lackluster Offshore Equity Market... A Lackluster Offshore Equity Market... Chart 2B...The Pickup In The Onshore Market Did Not Last Long Either ...The Pickup In The Onshore Market Did Not Last Long Either ...The Pickup In The Onshore Market Did Not Last Long Either Chart 3The Real-Economy Sectors In The Offshore Market Also Underperformed The Real-Economy Sectors In The Offshore Market Also Underperformed The Real-Economy Sectors In The Offshore Market Also Underperformed China’s heightened regulatory oversight on its internet companies, including the recent clampdown on private tutoring firms, has further dampened the appetite for Chinese offshore stocks, which are concentrated in internet titans. Nonetheless, the real economy sectors in the MSCI China Index also underperformed their global peers, indicating that investors’ risk-off sentiment towards Chinese stocks is widespread (Chart 3). Furthermore, divergent sector performance is consistent with our view that it is too early to call a loosening in China’s macro policy. In addition to a continued underperformance in real estate sector stocks, domestic infrastructure stocks also failed to break above their technical resistance relative to the overall domestic market and global stocks (Charts 4A and 4B). The market signals suggest that a significant ramp up in infrastructure spending in China is not imminent. Presumably, any meaningful improvement in the country’s fiscal spending would cause the earnings outlook for domestic infrastructure stocks to brighten considerably relative to the domestic market and the global average. Chart 4AProperty Stocks On A Free Fall Due To Tightened Regulations Property Stocks On A Free Fall Due To Tightened Regulations Property Stocks On A Free Fall Due To Tightened Regulations Chart 4BNo Sign Of Improvement In Infrastructure Stocks No Sign Of Improvement In Infrastructure Stocks No Sign Of Improvement In Infrastructure Stocks Interestingly, the BCA China Play Index, which tracks a portfolio of assets sensitive to the outlook for Chinese growth and reflation,1 has soared since the second quarter of last year. It presents nearly a mirror image of onshore Chinese infrastructure stocks (Chart 5). Such a stark contrast in the performance between the BCA China Play Index and onshore Chinese infrastructure stocks occurred in the past and we are inclined to trust the market signals from the latter rather than the former.  The Chinese Li-Keqiang Index (LKI) of industrial activity leads the BCA China Play Index by about two to three months (Chart 6). The LKI declined non-trivially in the face of a sharp reduction in credit growth and pressing structural reforms in 1H21, suggesting that risks to the China Play Index will be to the downside in the coming months. Chart 5Which One Is Sending The Right Signal? Which One Is Sending The Right Signal? Which One Is Sending The Right Signal? Chart 6China's Li Keqiang Index May Be Flashing Amber China's Li Keqiang Index May Be Flashing Amber China's Li Keqiang Index May Be Flashing Amber On the surface, the divergence between the performance in China’s blue-chip stocks and ChiNext, a NASDAQ-style subsidiary of the Shenzhen Stock Exchange, seems consistent with falling financing costs this year (Chart 7). ChiNext is tech-heavy and sensitive to changes in interest rates.  However, ChiNext’s outperformance relative to the aggregate A-share market also reflects China’s policy direction, which is a strategic push for technology self-sufficiency and a significant increase in high-tech infrastructure investment (Chart 8).   Chart 7Chinese 'High-Tech' Stocks Benefit From Lower Rates... Chinese 'High-Tech' Stocks Benefit From Lower Rates... Chinese 'High-Tech' Stocks Benefit From Lower Rates... Chart 8...But Policy Supports Have Been A Non-Trivial Factor ...But Policy Supports Have Been A Non-Trivial Factor ...But Policy Supports Have Been A Non-Trivial Factor Bottom Line: Signals from China’s equities, both in general and on a per-sector basis, suggest that investors are not betting on a meaningful easing in the country’s policy. Making Sense Of The Bond Market The RRR cut exacerbated China’s nascent bond market rally as expectations continue to climb that additional policy easing will be forthcoming. While we agree with the bond market that China’s monetary policy will eventually turn more accommodative, the timing and speed of easing may disappoint investors. The depth in the decline of sovereign bond yields in recent weeks makes the fixed-income market vulnerable to repricing in the coming months. After hitting a peak of 3.3% in November last year, China’s 10-year government bond yield has fluctuated on a downward trend. The rollover in yields coincided with a top in several key economic indicators, such as the PMI, credit impulse and the China Economic Surprise Index (ESI) (Chart 9). Falling demand for bank credit relative to liquidity supply - indicating corporates' lower propensity to invest in the real economy - further depressed bond yields (Chart 10). Chart 9Yields Fell When The Economy Peaked Yields Fell When The Economy Peaked Yields Fell When The Economy Peaked Chart 10Lower Propensity To Invest In Real Economy Also Helped Pushing Down Bond Yields Lower Propensity To Invest In Real Economy Also Helped Pushing Down Bond Yields Lower Propensity To Invest In Real Economy Also Helped Pushing Down Bond Yields Although the momentum in China’s economic growth has peaked, the magnitude of the decline in the 10-year bond yield has likely overstated the degree of the economic slowdown. As illustrated in Chart 9, the pace of the decline in the 10-year bond yield in the past three months was as rapid as during the height of previous economic downturns.  Those economic slowdowns involved more than a single RRR cut, including the ones that coincided with the US-China trade war in 2018 and those triggered by a prolonged deflationary cycle in 2015/16. Chart 11Is The Bond Market Ahead Of Itself? Is The Bond Market Ahead Of Itself? Is The Bond Market Ahead Of Itself? From a technical perspective, the 10-year government yield has become stretched versus the underlying trend in yields as defined by the 200-day moving average (Chart 11). The steep decline in the long-date bond yield suggests that the market has priced in more potential rate cuts as well as weaknesses in China’s economy. China’s ESI, which is a gauge of market psychology, has ticked up of late. If authorities at the Politburo meeting later this month show any reluctance in further reducing rates, then a reassessment of policy will likely push up bond yields in the coming weeks. COVID-19 remains a risk to this view, however, given China’s zero tolerance towards domestic infection cases.  Even localized outbreaks will probably cause sporadic disruptions in economic activity and dampen optimism, helping to push sovereign yields even lower. Bottom Line: We remain cautious about the sustainability of the recent bond market rally, barring large disruptions caused by the COVID-19 Delta variant. The market lacks catalysts for Chinese government bond yields to trigger significant moves in either direction. Moreover, the plummet in yields in the past few weeks makes bonds vulnerable to a price correction in the near term.   Investment Conclusions While the bond market is betting on slower economic growth and more rate cuts, the timing of further policy easing is in question and the magnitude may be smaller than the market has already priced in. Meanwhile, China’s onshore and offshore market investors remain cautious, particularly given China’s renewed focus on structural reforms.  In light of these aspects, we would not recommend that investors with a time horizon of less than three months take a long position in Chinese stocks, either in absolute terms or relative to the global benchmark. However, on a cyclical (i.e. 6-12 month) time frame, we could turn more constructive on Chinese stocks if the authorities show more willingness to respond to slowing economic activity by easing policies. Jing Sima China Strategist jings@bcaresearch.com   Footnotes 1The assets included in the BCA China Play Index are: Chinese iron ore prices in USD; Swedish industrial equities in USD; Brazilian equities in USD; AUD/JPY; and EM high-yield bonds denominated in USD. Market/Sector Recommendations Cyclical Investment Stance