Reflections on the Ukraine Crisis: Watershed for EM Investing?

Reflecting on the implications of the Ukraine crisis for EM investing, we conclude that:

  • Latent energy risk in the highest-profile EM benchmark should be viewed as a flaw in an active strategy.

  • Broad evidence suggests that the war is unlikely to trigger a significant reversal of globalization; i.e., reglobalization is more likely than deglobalization.

  • The invasion was a reminder of the ubiquity of geopolitical event risk in EM and the value of advance preparation in its management.

14 min

Russia’s invasion of Ukraine ranks as one of the most significant and complex geopolitical events since World War II. As the war began, many emerging markets (EM) investors naturally were preoccupied with its immediate impact on their portfolios. But with the initial shock having long-ago receded, even as the crisis continues to unfold, relevant questions for EM investors have shifted to the war’s longer-term implications.

In this note we reflect on three such themes. First, we examine latent energy risk in the conventional EM benchmark and consider whether allocators should view it as a feature of a passive portfolio or as a flaw of an inherently active strategy that should inform benchmark selection or customization. Second, we explore whether the war might prompt deglobalization, a question that has drawn significant media interest. We suggest that reglobalization, in other words, a shift in globalization patterns, is a more likely outcome, and we consider what that might imply for EM investments. Finally, we consider the ubiquity of geopolitical risk in emerging markets and recall lessons from past research about managing shock events.* 

Theme 1: Latent Energy Risk in the EM Benchmark—Feature or Flaw?

One striking aspect of the Ukraine crisis, from a markets perspective, is the contrast between the world’s financial exposure to Russia’s actions and the country’s small pre-crisis weight in benchmark equity indexes. Prior to the invasion, Russia’s weight in MSCI’s EM index was less than 4%, having fallen steadily for a decade. Figure 1 shows that Russia’s declining equity weight closely tracked the shrinkage of the energy sector. In other words, Russia essentially had become a proxy for a global energy bet.1

Figure 1: Weights in MSCI Emerging Markets Index: Russia and Energy

Figure 1: Weights in MSCI Emerging Markets Index: Russia and Energy

Sources: Acadian Asset Management LLC, MSCI. MSCI data copyright MSCI 2022. All Rights Reserved. Unpublished. PROPRIETARY TO MSCI. For illustrative purposes only. It is not possible to invest directly in an index. Past results are not indicative of future results.

The energy sector’s diminished weight in the EM index (and elsewhere) resulted from several factors: new energy supply—the emergence of shale and resulting pressure on energy prices and CAPEX; dampened energy demand— subdued global growth even before COVID; and the post-Global Financial Crisis surge in technology-related growth stocks, which cannibalized weight from other sectors, including energy. For years prior to the war, the index’s growth-oriented flavor appealed to many EM investors.2

As a result, heading into the invasion, the EM index was vulnerable to an energy shock. Figure 2 shows that oil exposure largely sorted out initial winners and losers from the invasion. From mid-February to late-March, oil consumers suffered material losses, while producers enjoyed significant gains, in some cases approaching +/- 10%. Although the EM index includes some of the world’s largest net exporters of energy, including Saudi Arabia, UAE, Kuwait, and Mexico, their benchmark weights are small. The index is dominated by four large net-importers, China, South Korea, Taiwan, and India, which together accounted for 73% of the benchmark in January 2022. This imbalance contributed materially to the benchmark’s loss.

Figure 2: Post-Invasion Equity Market Performance—Selected Energy Producers and Consumers

16-Feb – 23-Mar-22

Figure 2: Post-Invasion Equity Market Performance—Selected Energy Producers and Consumers

* Certain observations of returns and net production are truncated for visual clarity. China’s net production is -10M bpd. Returns for Russia, Kazakhstan, and Colombia were -100%, -35%, +16%, respectively. Countries displayed are from MSCI DM, EM, and FM universes where (consumption – production) / consumption is >70% or < 10%. Country performance represents returns on MSCI country equity indexes (USD). Sources: Acadian Asset Management LLC, MSCI. MSCI data copyright MSCI 2022. All Rights Reserved. Unpublished. PROPRIETARY TO MSCI. For illustrative purposes only. It is not possible to invest directly in an index. Past results are not indicative of future results. 

While the war exposed latent energy risk in the MSCI EM Index, did the diminished weight of the energy sector represent a flaw? In the abstract world of portfolio theory, the answer would be “no.” The weight of energy (or any other sector) in the canonical market portfolio wouldn’t be inappropriate, no matter how small. The market portfolio is on the efficient frontier, and it offers the highest risk-adjusted return available to long-only unlevered investors. The underlying exposures of that portfolio “are what they are.”

But in messy reality, the question isn’t so straightforward. Assumptions from theory don’t reflect how investors actually make decisions (e.g., they’re not pure mean-variance optimizers). Moreover, the EM benchmark hardly resembles the truly passive market portfolio. Instead, it represents the provider’s determination as to which countries and stocks warrant inclusion, with adjustments to the share base for accessibility, liquidity, and other considerations. These decisions are material, judgment-driven, and influenced by the interests of the provider’s licensees. 

The wedge between theory and reality highlights that EM benchmark selection is a subjective call that reflects how well an index’s attributes map to those sought by an investor. From this perspective, the latent oil exposure in the benchmark can, indeed, be viewed as a flaw. 

For example, the conventional benchmark was (and is), arguably, inappropriate for an investor seeking an index that reflects EM countries’ aggregate economic exposures. Figure 3 shows that the MSCI EM Index has exhibited a material oil consumption bias, in part because the eligible share bases of available publicly traded entities underrepresent national production.

Figure 3: EM’s Net Oil Production/Consumption—Cap-Weighted Index vs. Economic Perspectives

Figure 3: EM’s Net Oil Production/Consumption—Cap-Weighted Index vs. Economic Perspectives

Net consumption = (consumption – production)/consumption aggregated across countries in the MSCI EM Index as of Feb 28, 2022. Sources: Acadian Asset Management LLC, MSCI. MSCI data copyright MSCI 2022. All Rights Reserved. Unpublished. PROPRIETARY TO MSCI. For illustrative purposes only. It is not possible to invest directly in an index. Past results are not indicative of future results.

Moreover, the conventional index hasn’t consistently mapped well to the needs of investors who simply sought a well-diversified benchmark. Heading into 2022, the cap-weighted index was, in our view, manifestly distorted by market mis-valuation. As we discussed in prior research, a global one-factor bet on growth, fueled in part by overextrapolation of fundamentals and speculative excess in the post-COVID rebound, left the EM benchmark unusually concentrated in terms of sectors, countries, and even individual stocks.3 The index was also vulnerable to a reversal of those prior trends, including a rebound of the energy sector. 

These reflections on post-invasion market behavior have several implications for EM investors. First, allocators should evaluate prospective benchmarks as active strategies, in and of themselves. No candidate EM benchmark should be adopted without scrutiny. 

Second, relative to a potentially flawed benchmark, a fundamentally oriented active strategy may offer a more natural starting point for an allocation. Viewed through a systematic lens, for example, an alpha model with a valuation component can be viewed as providing guardrails against market-wide behavioral mistakes that a conventional benchmark might blindly inherit or even exacerbate, through ill-timed inclusion/exclusion decisions. In portfolio construction, an active strategy can also incorporate explicit constraints on energy or other exposures.

Third, if an active strategy managed around a traditional benchmark doesn’t provide sufficient flexibility to address latent risks, then a custom benchmark may provide a better starting point. Doing so might involve revisiting specific decisions made by the benchmark purveyor. It could also involve engineering baseline exposures to countries, sectors, or risk factors from scratch. While for many asset owners, customizing a benchmark is infeasible, going through the exercise of sketching out the ideal may nonetheless be instructive in understanding risk and interpreting performance of the conventional proxy.

Theme 2: Deglobalization or Reglobalization?

The outbreak of war brought speculation that Russia’s invasion might herald a phase of “deglobalization” with sanctions disrupting trade, supply chains in chaos, and democracies and autocracies splitting into blocs. Talk about deglobalization had been growing for years prior to the war, fueled by populist fervor, U.S. policy shifts, and worries over supply-chain vulnerabilities exacerbated by COVID. But what does the evidence suggest about the outlook for globalization in the post-invasion world?

To begin with, long-term historical context offers valuable perspective. Figure 4 shows one standard measure of interconnectedness, global exports as a fraction of worldwide GDP, dating back to 1830. The chart documents a substantial increase in trade interconnectedness over time. It grew steadily for much of the 19th and 20th centuries, suggesting a natural tendency to globalize. Nevertheless, exports have never exceeded 25% of GDP, highlighting that economic activity remains domestically focused, in aggregate, and suggesting that both hopes and fears regarding the progress of globalism are often “greatly exaggerated.” In addition, the chart reveals a sharp and long-lasting reversal of globalization triggered by the Great Depression, amid waves of protectionism and other policy responses to the intense crisis.4

Figure 4: Global Trade Interconnectedness—Long-Term Context 

Figure 4: Global Trade Interconnectedness—Long-Term Context

Source: Acadian based on data from ourworldindata.org (1830-1982), IMF Direction of Trade Statistics Exports and World Bank GDP (1982-2020), and Acadian (2021). For illustrative purposes only.

Viewed in this longer-term context, the pre-invasion ebbing of globalization looks modest, especially relative to the tenor of anti-globalist rhetoric and predictions. Globalization’s robustness is a testament to its real economic benefits, and there are recent examples of how difficult it can be for stakeholders to retreat from it, even when motivated (or at least accompanied) by geostrategic concerns. The brief and modest impact of the Trump administration’s 2019 tariffs on China offers a case in point. Figure 5 shows that after only a minor retracement, U.S. imports from China rebounded rapidly, driven by the exigencies of COVID, the various policy responses to the pandemic, and the economic rebound from it.

Figure 5: U.S. Imports from China

Figure 5: U.S. Imports from China

Sources: Acadian based on data from IMF Direction of Trade Statistics. For illustrative purposes only. 

Disposition of Russia’s oil in the first few months after the invasion offers additional clues regarding the longer-term outlook for globalization. By May, as some Western governments banned imports of Russian oil and many refiners voluntarily stopped buying it, Russian crude was trading $25-$35 below Brent. That discount drew buying interest from China and India, however, stabilizing relative prices.5 As a result, (most) Russian oil continues to flow somewhere, suggesting that the first order effect may be a supply rearrangement rather than a disruption.

Informed by that background, we see it as more likely that the invasion will alter globalization’s patterns than seriously damage it, i.e., reglobalization is more likely than deglobalization. That’s in part because the conflict is geostrategic in nature. Unlike the Cold War, it does not represent a direct ideological challenge to an economic system that has fostered trade interconnectedness. Moreover, while Russia might well become a client state of China, supplying it with energy and food and accentuating geostrategic polarity, China itself has become a major stakeholder in economic globalization. Through a 30-year program of investment and reforms, it has become a larger trade partner than the U.S. for more than three-fourths of the world’s countries.

Changes in globalization might well include intensification of trade within geostrategic blocs, motivated in part by security concerns. Even that isn’t a sure thing, however. In the years prior to COVID, the Trump administration’s rhetorical rejection of globalization spurred predictions that regionalization would fill the vacuum as the U.S. abandoned global economic leadership.6 Yet the data does not show a trend towards regionalization emerging prior to COVID.7 Moreover, while corporate interest in nearshoring supply chains spiked upon the outbreak of the pandemic, it quickly diminished.8 While there are challenges to globalization in respects other than trade, including threats to free information flows and human migration, we suspect that it would take catastrophic circumstances, such as a shooting war over Taiwan or a depression, to severely damage it.

What are the implications for EM investors? As we pointed out in recent research, emerging market equities have, in aggregate, become highly integrated with global developed markets.9 (Figure 6) Given our view that economic globalization isn’t likely to break down, we don’t expect the war to herald a major decoupling of emerging equity markets. If so, then pursuing distinctiveness in EM allocations should remain a priority. That would suggest prioritizing onshore China as well as active EM strategies that are oriented towards extracting alpha from “local” EM stocks and avoiding strategies that focus on highly integrated EM market segments that would merely echo developed market investments. 

Figure 6: Emerging Equity Markets—Integrated with DM

Adjusted R-Squareds from rolling 36M regressions of MSCI EM Index returns on 15 major DM country indexes

Figure 6: Emerging Equity Markets—Integrated with DM

The dotted line represents application of a Hodrick-Prescott filter to the raw data. Sources: Acadian, MSCI Copyright MSCI 2022, All Rights Reserved. Unpublished. PROPRIETARY TO MSCI. For illustrative purposes only.

Although it’s impossible to forecast how reglobalization might play out, it might also further reshape the contours of EM. For example, one possibility would be that rising energy prices and interest in diversifying sources of supply could provide a path for the migration of some frontier energy producers to EM. 

Theme 3: Managing Geopolitical Risk

Following the invasion, op-eds popped up in the financial media arguing that investors should have divested Russian stocks well prior to the invasion given what have been described as ESG-related concerns associated with the country.10 For EM investors, however, geopolitical risk is a fact of life, a common characteristic shared by an otherwise heterogeneous collection of countries. There is material risk of war associated with the four largest constituents of MSCI’s EM Index, China, Taiwan, South Korea, and India, which collectively comprise roughly 75% of the benchmark. Nine out of 24 countries rank in the bottom half of the entire world in terms of corruption (Figure 7). Even more of the countries rank poorly by various metrics of political stability and human rights. 

Figure 7: Corruption in EM

Figure 7: Corruption in EM

Bars represent cumulative weight by country in the MSCI EM Index as of February 28, 2022, starting at the left. Country corruption scores as of December 31, 2021. Sources: Acadian Asset Management LLC, MSCI and Transparency International. MSCI data Copyright MSCI 2022. All Rights Reserved. Unpublished. PROPRIETARY TO MSCI. For illustrative purposes only.

But the ubiquity of geopolitical risk in emerging countries does not detract from EM investing; in a real sense, it is central to the investment thesis. Geopolitical risk helps to explain why emerging economies are still emerging and may offer outsized opportunity for investors through broad allocations and/or stock selection. Yet the prevalence of geopolitical risk in EM puts a premium on its prudent management.

When shocks do occur, we believe that investors should neither panic nor reflexively double-down. Our prior research suggests that, on average, once a surprise event has hit the headlines, markets don’t drift lower, and there is only modest evidence of outsized risk-adjusted returns.11 (Figure 8) Without specific knowledge of the event, therefore, the best course of action may be to stay the course.

Figure 8: Local Market Reactions to “High Severity” Geopolitical Shocks

Cumulative Abnormal Excess Returns for Selected Geopolitical Events, 1931-2015

Figure 8: Local Market Reactions to “High Severity” Geopolitical Shocks

Event sample is based on a proprietary dataset described in "Geopolitical Shocks: What to Expect from the Unexpected," Acadian, 2017. Cumulative Abnormal Excess returns are calculated based on daily local market returns (in USD) starting four trading days prior to an event less the market’s prior 120-day average return and divided by its prior 120-day volatility. Date Range: 1931-2015. Ex-post high-severity events are defined as those having cumulative losses during the event window (t-2 through t+1) in the worst 30% of the sample. Results reflect filtering of events with overlapping windows. Sources: Acadian Asset Management LLC, Global Financial Data and publicly available blogs and wikis. Returns are of the major local exchanges where each event occurred. It is not possible to invest directly in any index. Past results are not indicative of future results. Every investment program has an opportunity for loss as well as profits.

Instead of focusing on event response, therefore, we emphasize advance preparation. One evergreen best practice is diversification. Many instances of geopolitical risk are country-specific, such as China’s 2021 regulatory crackdown on high-profile platform companies, suggesting that they should be diversified away.12 Single-country investments and other narrow EM strategies can quickly cause buyer’s remorse in the event of a localized shock.

Another best practice is the incorporation of geopolitical risk directly into the alpha model. For example, geopolitical risk indicators may help to distinguish stocks or countries that are cheap for a reason from true mispricings. 

A third best practice is to avoid relying solely on backwards-looking risk management tools. The unprecedented short squeeze in the nickel market that was triggered by the invasion is a reminder that geopolitical shocks have the potential to produce historically large market moves and unusual covariations.13 A risk management system driven solely by historically estimated relationships cannot instantly recalibrate to account for sudden and large shifts in the environment. Explicit limits on exposures to individual companies, countries, and sectors can help to protect against unanticipated shocks. In contexts where timing of an event is known in advance, scenario analysis that includes outcomes beyond those that have been observed in the past can lend robustness to preparation.

Conclusion

While it would be exceedingly difficult to predict how the Ukraine crisis will unfold, in this note we’ve highlighted what we see as three broad and lasting themes relevant to EM investors: 1) The active nature of EM benchmarks, as underscored by the latent energy risk in the highest-profile EM index; 2) the likelihood that economic globalization will persist, despite speculation that the war might trigger its reversal; and 3) the value of advance preparation in managing geopolitical event risk, given its ubiquity in EM. Analysis of the crisis’s implications is an ongoing exercise, however, and we’ll continue to monitor developments as conditions evolve.

 

* The authors thank Chappell Lawson of MIT’s political science department for informative conversations regarding the geostrategic context of the war and globalization.

Endnotes

  1. All the way back in 2014, John McCain famously described Russia as a “gas station masquerading as a country.”
  2. The recent Acadian Quick Take, “Navigating the EM Value Rotation,” June 2022, highlights the disparity in EM growth and value strategy flows.
  3. See “Polarizing Views: China’s Impact on EM Investing,” Acadian, December 2021.
  4. For interesting discussion of the evolution of protectionism in the Depression, see Barry Eichengreen and Douglas A. Irwin, “The Slide to Protectionism in the Great Depression: Who Succumbed and Why?”, NBER Working Paper 15142, July 2009. 
  5. ”China and India buy more Russian oil, blunting Western sanctions: Both countries take advantage of discounts as buyers disappear,” Nikkei Asia, 8-Jun-22.
  6. See, for example, “From Globalization to Regionalization—Analysis,” YaleGlobal Online, Eurasia Review, 31-Oct-18.
  7. Steven A. Altman and Caroline R. Bastian, “DHL Global Connectedness Index 2021 Update: Globalization Shock and Recovery in the COVID-19 Crisis,” DHL in Partnership with NYU Stern School of Business.
  8. Ibid.
  9. See “Polarizing Views: China’s Impact on EM Investing,” Acadian, December 2021.
  10. See, for example, “ESG Investors Accused of ‘Failing’ over Russia,” Financial Times, 11-Mar-22.
  11. See "Geopolitical Shocks: What to Expect from the Unexpected," Acadian, 2017. The empirical results discussed here are not derived from wars, but rather from a broad selection of other types of shocks, including assassinations, coups, civil disruptions, industrial disasters, natural disasters, and epidemics.
  12. This argument assumes that price setters are globally diversified. In contexts where that is not the case, local geopolitical risk may be associated with a material returns premium. Please contact us to discuss further.
  13. Nickel futures prices surged 250% on the London Metals Exchange when hedgers who were short the contracts were not permitted to use their holdings of relatively impure nickel to settle their obligations, triggering an unprecedented short squeeze as they sought to cover their positions. LME nickel prices rose after the invasion amid concerns that Russian supplies of high purity nickel would be disrupted. See “Quick Take—Chaos in Nickel: Geopolitics Meets Market Microstructure,” Acadian, March 2022.

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About the Authors

Seth W

Seth Weingram, Ph.D.

SVP, Director, Client Advisory
Seth heads Acadian’s Client Advisory function, working closely with the firm’s Investment Team and the Global Client Group. Prior to joining Acadian in 2014, Seth was a managing director in Equity Derivatives Trading at UBS. Previously, he was a researcher at Barclays Global Investors, focusing on options and volatility. He also helped to establish and later ran Deutsche Bank’s award-winning Equity Derivatives Strategy Group. Seth holds a Ph.D. in economics from Stanford University and a B.A. in economics from the University of Chicago.
Ram T

Ram Thirukkonda, CFA, CAIA

SVP, Senior Investment Strategist
Ram joined Acadian in 2018 and is a senior investment strategist on the Client Advisory Team, aligned closely with Acadian's Global Client Group and Investment Teams. Prior to joining Acadian, Ram was a quantitative research analyst on the Asset Allocation team at GMO LLC, focused on portfolio construction, risk models, and signals. Ram also previously worked as a quantitative analyst at Batterymarch Financial Management, where he conducted research on quantitative equity portfolios. Ram holds an M.S. in financial engineering from MIT; an M.S. in transportation engineering/operations research from MIT; and a B.Tech. in civil engineering from Indian Institute of Technology, India. He is a CFA charterholder and a member of CFA Society Boston.