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Feature Article: Will the New Flows of Assets into ESG Funds Produce Alpha for Investors?


Investing in funds based on the rating of companies on environmental, social, and governance metrics are undoubtedly growing in popularity. What is much less clear is whether ESG metrics provide a signal that leads either to increased relative returns (alpha) or reduced risk of loss.

In this article, I take a Bayesian approach, and start by describing two sets of prior views about the potential effectiveness of ESG information as a source of alpha. The first is deductive, based on investment theory, and the second is inductive, based on my experience as a corporate executive.

I then review recent research on ESG investing, and then weigh this evidence in light of the priors to reach a conclusion about the likely alpha generation potential of ESG-based investing.

Prior View

In general, in order to justify investing in an active strategy, like ESG, instead of a broad asset class index fund, one must believe one of these propositions is true:

(1) The active fund will deliver higher returns than the asset class fund, but with higher risk.
(2) The active fund will deliver lower returns than the asset class fund, but with lower risk.
(3) The active fund will deliver higher returns than the asset class fund, but with lower risk.

The first two propositions are consistent with mainstream investment theory. Whether then third proposition is true is the eternal question about active management. One’s belief about the likelihood that an active manager will deliver better than market returns with lower risk (after expenses) must rest on a set of further assumptions:

(1) The active manager has (legal) access to superior information; and/or,
(2) The active manager has a superior model for deriving investment insights from publicly available information; and,
(3) These advantages will last (at least for a period of time); and,
(4) You can identify these managers either because you have access to superior information about active managers and/or a superior model for making sense of public information about them.

As a starting point, we know from the evidence that the base rate of active managers who deliver higher returns (after expenses) with less risk than broad asset class index funds is historically small, declines as the time horizon lengthens (i.e., superior performance is hard to sustain), and in recent years has declines (e.g., because of the increased use of algorithmic trading strategies, and historically low price volatility in many asset classes).

So the question becomes, is there any reason to expect that an active manager would have access to superior ESG information about potential investments, or a superior model for deriving alpha generating insights from publicly available ESG information about them (e.g., their scores on various ESG metrics)?

My corporate experience helps to answer these questions. At a public company I ran, the goal we sought to maximize was total shareholder return relative to an appropriate comparable benchmark (our sector index). However, our pursuit of this goal was subject to a number of constraints, including environmental stewardship, our legal and ethical behavior, our safety record, employee, customer, host community, and supplier satisfaction, and the like.

In practice, the distinction between the objective we were trying to maximize and the constraints we faced was not cut and dried, because on some of the constraints we could act in ways that would, sometimes through multiple channels, produce a competitive advantage for us, that would drive superior value creation.

For example, a superior environmental and safety record meant that we were put on some customers’ preferred supplier list, which resulted in higher revenues. Another example was our choice to increase employees’ pay as they acquired more certified competences rather than wait for a promotion slot to open up, which reduced both employee turnover and operating costs and improved service quality, all of which drove better returns.

The key point to recognize is that we took actions that would have given us a higher rating on some of today’s ESG metrics (had they existed back then) because we believed that they would strengthen our value proposition and business model, and thus generate higher shareholder returns. Put differently, we undertook these actions because they were a part of our business strategy, not in an attempt to boost our composite score on someone’s ESG metric.

In theory, an active manager who understood all this (and we did discuss it on earnings calls) and had a model which accurately incorporated these initiatives into an earnings forecast could have invested in our stock and generated alpha (we outperformed our index benchmark by 43% while I was CEO). But this insight would have been driven by the analysis of our strategy and implementation capacity, not by our composite score on ESG metrics (which was unlikely to provide much information about whether our shares were over or undervalued).

I’ll now move on from environmental and social actions to the issue of governance. I have no doubt that high quality governance contributes to shareholder value creation. That said, I don’t believe that current governance metrics capture the interacting causes from which this advantage emerges (apart, perhaps, from whether a board has separated the chair and CEO roles). There is no metric that measures the quality of a board’s non-executive directors, the issues on a board’s agendas over the course of a year, the information it receives from management and its interaction with them, and the quality of the processes it uses to carry out its fundamental duties of setting direction, allocating resources, hiring and evaluating the CEO, monitoring strategic risk, and evaluating and fairly reporting results to stakeholders.

On balance, my prior view is that investing in companies that have high composite scores on various (and often conflicting) ESG metrics is unlikely to generate sustained risk and expense-adjusted alpha for an investor. However, there is an important caveat – it may be the case that companies that score highly on ESG indexes are less likely to suffer severe losses due to environmental, safety, and other reputational disasters that, in the worst case, could threaten their right to continue operating.

What Does the Research Say?
Paper
Key Points
Four Things No One Will Tell You About ESG Data”, by Kotsantonis and Serafeim

See also, “ESG Reports and Ratings: What They Are, Why They Matter” by Huber and Comstock from Davis Polk
(1) “The sheer variety, and inconsistency, of the data and measures, and of how companies report them.”
(2) “How data providers define companies’ peer groups can determine the performance ranking of a company.”
(3) “The differences in the imputation methods used by ESG analysts to deal with data gaps.”
(4) “The disagreements among ESG data providers are not only large, but actually increase with the quantity of publicly available information.”
Decarbonization Factors”, by Cheema-Fox et al
“In the face of accelerating climate change, investors are making capital allocations seeking to decarbonize portfolios by reducing the carbon emissions of their holdings. To understand the performance of portfolio decarbonization strategies and investor behavior towards decarbonization we construct decarbonization factors that go long low carbon intensity sectors, industries, or firms and short high carbon intensity. We consider several portfolio formation strategies and find strategies that lowered carbon emissions more aggressively performed better.”
Sustainable Investing: A Why Not Moment”, by BlackRock
“We find ESG can be implemented across most asset classes without giving up risk-adjusted returns. ESG and existing quality metrics such as strong balance sheets have a lot in common. This implies ESG-friendly portfolios could underperform in ‘risk-on’ periods – but be more resilient in downturns.

“They could even outperform in the long run as flows into sustainable investment products increase and climate risks compound.

“New benchmarks and products are making ESG investing more accessible across asset classes and regions. Data are improving, but still patchy. This means it is critical to go beyond headline ESG scores for insights. Understanding how and why individual score components can affect returns is key. This can differ across regions, industries and companies. Our confidence in ESG as a potential source of alpha is rising, but there is still work to be done.”
ESG Investing: A Literature Review” by Professor Søren Hvidkjær
“The literature on ESG investing has been prolific during the last decade. The literature is for the most part methodologically sound, but some authors do appear to wish to make the business case for ESG investing rather than applying a more dispassionate scientific approach” …

“Overall, the most consistent finding in the current review is that sin stocks exhibit outperformance. This implies that sector‐based exclusions lower expected portfolio returns”...

“The evidence on investor returns to environmental screens is limited and the results are mixed. There are also relatively few studies on the effect of social screens…Good governance firms as measured by the G‐index had higher returns than poor governance firms in 1990‐1999. However, the return difference disappeared in the subsequent period”…

“Using earnings announcement returns, studies suggest that the stock market initially underreacted to the information contained in ESG ratings and to governance information, but that this underreaction disappeared in the 2000s. If correct, then ESG investors should not expect outperformance based on portfolio construction with ESG ratings. On the other hand, there is presently no empirical evidence to suggest that such portfolio construction will lead to lower performance (except for sector exclusions).”
Harnessing ESG as an Alpha Source in Active Quantitative Equities”, by SSGA
“In the past, a great company had to be financially sound and operationally excellent. Looking forward, we believe that great — and sustainable — companies must be operationally excellent, financially sound and ESG-proficient…

“ESG investing is based on the idea that environmentally efficient, socially responsible and well-governed firms are better positioned to withstand emerging risks and capitalize on new opportunities. This premise rests on the thesis that value creation (or destruction) is influenced by more than financial capital alone, especially longer term”...

“Conventional investment analysis by itself has not adequately examined these non-traditional forces on future returns”...
“How to capture the performance potential of ESG is an area of significant attention for asset managers and investors.”
Can ESG Add Alpha?” by Nagy et al from MSCI
“Institutional investors’ interest in Environmental, Social and Governance (ESG) criteria has grown considerably over the past few years, but some remain concerned that the inclusion of ESG factors in their investment process comes at the cost of weaker risk-adjusted returns.

“In this paper, we find that this performance trade-off does not always necessarily occur. We analyze stock returns of two strategies constructed using MSCI’s ESG data: (1) The ”ESG Tilt” strategy overweights stocks with higher ESG ratings, and (2) The ”ESG Momentum” strategy overweights stocks that have improved their ESG rating over recent time periods.

“We find that both of these strategies outperformed the global benchmark over the last eight years, while also improving the ESG profile of the portfolios.
“Furthermore, a significant part of their outperformance was not explained by style factors, and thus may have been attributable to ESG factors. However, some of the less significant active factor exposures were quite stable and persistent, and thus also contributed to the performance of the portfolios.”
Avoid ESG Tail Risks To Help Generate Alpha”, by Allianz Global Investors
“ESG factors matter for downside risks…simply skewing portfolios to better ESG risk scoring holdings does not generate higher returns. Allianz’s research shows that portfolios skewed to a worse ESG risk profile can show significantly more financial portfolio tail-risk vs. the benchmark… Avoiding environmental, social and governance (ESG) tail risks is a more effective strategy to help generate alpha over a full market cycle, than tilting a portfolio towards top ESG ratings.”
The Alpha and Beta of ESG Investing” by Amundi
“Until 2014, ESG best-in-class strategies provided neutral or slightly negative results…Starting from 2014, the improvement of ESG performance raises the concern of the mutation of ESG from an alpha source of performance for active management to a beta source, feeding the booming factor investing industry…In the global developed market universe, middle quintiles are not appreciably affected by ESG integration; the discrimination is mostly between best-in-class and worst-in-class stocks. Best-in class is rewarded while the worst-in-class is penalized”…

However, in a factor framework, “the introduction of ESG and pillars (E, S and G considered individually) in multi-factor regression models does not significantly change the R-squared compared to the ones obtained by the traditional five-factor model (size, value, momentum, low volatility, quality).”
Conclusions

The weight of recent research evidence on ESG investing is generally consistent with my prior view, and leads me to these conclusions:

1) Simply investing in a portfolio of companies with high ESG ratings is unlikely to generate risk and expense adjusted alpha relative to a broad asset class index return. In fact, as ESG based index funds accelerate their accumulation of assets under management, it may have just the opposite effect. As Ibbotson and his co-authors note in a new research paper (“Popularity: A Bridge Between Classical and Behavioral Finance”, which is covered in this month’s Evidence File) investors tend to bid up the price of assets that have characteristics to which they are attracted, and in so doing reduce their expected returns.

2) However, this relationship is likely not symmetrical. While assets with very low ESG ratings will have their prices bid down and thus their expected future returns increased, research indicates that these low ratings are signals of significant ESG risks of uncertain magnitude that, historically, have led to realized underperformance versus the asset class benchmark.

3) Consideration of ESG issues is most likely to lead to alpha generation when, as part of an active investment management process, they are analyzed in the broader context of a company’s business environment and value creation strategy. However, as is true of all active management, this type of ESG related alpha will likely be very difficult for investment managers to sustain over longer periods of time.


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