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Journal ArticleDOI

Corporate Sustainability: First Evidence on Materiality

TL;DR: In this article, the authors developed a novel dataset by hand-mapping sustainability investments classified as material for each industry into firm-specific sustainability ratings and found that firms with good ratings on material sustainability issues significantly outperform firms with poor ratings on these issues.
Abstract: Using newly-available materiality classifications of sustainability topics, we develop a novel dataset by hand-mapping sustainability investments classified as material for each industry into firm-specific sustainability ratings. This allows us to present new evidence on the value implications of sustainability investments. Using both calendar-time portfolio stock return regressions and firm-level panel regressions we find that firms with good ratings on material sustainability issues significantly outperform firms with poor ratings on these issues. In contrast, firms with good ratings on immaterial sustainability issues do not significantly outperform firms with poor ratings on the same issues. These results are confirmed when we analyze future changes in accounting performance. The results have implications for asset managers who have committed to the integration of sustainability factors in their capital allocation decisions.

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Corporate Sustainability: First Evidence on
Materiality
Citation
Khan, Mozaffar N., George Serafeim, and Aaron Yoon. "Corporate Sustainability: First Evidence
on Materiality." Harvard Business School Working Paper, No. 15-073, March 2015.
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http://nrs.harvard.edu/urn-3:HUL.InstRepos:14369106
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Corporate Sustainability: First
Evidence on Materiality

Mozaffar Khan
George Serafeim
Aaron Yoon
Working Paper 15-073

Working Paper 15-073
Copyright © 2015 by Mozaffar Khan, George Serafeim, and Aaron Yoon
Working papers are in draft form. This working paper is distributed for purposes of comment and discussion only. It may
not be reproduced without permission of the copyright holder. Copies of working papers are available from the author.
Corporate Sustainability: First Evidence
on Materiality
Mozaffar Khan
Harvard Business School
George Serafeim
Harvard Business School
Aaron Yoon
Harvard Business School

1
Corporate Sustainability: First Evidence on Materiality
Mozaffar Khan, George Serafeim, and Aaron Yoon
Abstract
An increasing number of companies make sustainability investments, and an increasing number of
investors integrate sustainability performance data in their capital allocation decisions. To date however,
the prior academic literature has not distinguished between investments in material versus immaterial
sustainability issues. We develop a novel dataset by hand-mapping data on sustainability investments
classified as material for each industry into firm-specific performance data on a variety of sustainability
investments. This allows us to present new evidence on the value implications of sustainability
investments. Using calendar-time portfolio stock return regressions we find that firms with good
performance on material sustainability issues significantly outperform firms with poor performance on
these issues, suggesting that investments in sustainability issues are shareholder-value enhancing. Further,
firms with good performance on sustainability issues not classified as material do not underperform firms
with poor performance on these same issues, suggesting investments in sustainability issues are at a
minimum not value-destroying. Finally, firms with good performance on material issues and concurrently
poor performance on immaterial issues perform the best. These results speak to the efficiency of firms’
sustainability investments, and also have implications for asset managers who have committed to the
integration of sustainability factors in their capital allocation decisions.
Mozaffar Khan is a visiting Associate Professor at Harvard Business School. George Serafeim is the Jakurski
Family Associate Professor of Business Administration at Harvard Business School. Aaron Yoon is a doctoral
student at Harvard Business School. We are grateful for comments from seminar participants at National University
of Singapore and Harvard Business School. We are grateful for financial support from the Division of Faculty
Research and Development at Harvard Business School. George Serafeim has served on the Standards Council of
SASB. Contact emails: mkhan@hbs.edu; gserafeim@hbs.edu; ayoon@hbs.edu.

2
1. Introduction
Corporate investment policies are a key determinant of firm value and continue to be widely studied in
the literature. Multiple studies have investigated different types of investments and how these relate to
future financial performance. A relatively newer class of corporate investments, broadly termed
sustainability investments, has attracted the attention of firms, institutional investors, academics, and
societal advocacy groups. Are such corporate investments ultimately value-enhancing for shareholders? A
number of studies have investigated this question but the results remain mixed. One potential reason for
the mixed results is that no prior paper has distinguished between sustainability issues that are material for
a company versus all other less material sustainability issues (which we refer to as immaterial
throughout the rest of the paper). Investments in immaterial issues are less likely than investments in
material issues to be value-enhancing, and it therefore becomes important in testing the value implications
of such sustainability investments to distinguish between investments in material versus immaterial
issues. We respond to this gap in the literature.
A large number of companies now identify sustainability issues as strategically important and
release a wealth of information in the form of environmental, social and governance (ESG) data.
However, the materiality of the reported sustainability investments for firm value is regularly questioned,
with companies releasing an increasing amount of information that might be immaterial from an
investment standpoint.
1
Similarly, an increasing number of investors commit to the integration of ESG
data in their capital allocation process, but which of these ESG data should be taken into consideration is
still a point of tension.
The importance of the different sustainability issues likely varies systematically across firms and
industries (Eccles and Serafeim 2013).
2
As such, the efforts of many organizations providing guidance on
1
See for example http://www.corporatesecretary.com/articles/compliance-ethics-csr/12425/sasb-previews-
sustainability-standards-financials/
2
See for example United Nations Environment Program Finance Initiative and World Business Council for
Sustainable Development. 2010. Translating environmental, social and governance factors into sustainable business
value http://www.unepfi.org/fileadmin/documents/translatingESG.pdf.

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References
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Journal ArticleDOI
TL;DR: In this article, the authors identify five common risk factors in the returns on stocks and bonds, including three stock-market factors: an overall market factor and factors related to firm size and book-to-market equity.

24,874 citations


"Corporate Sustainability: First Evi..." refers background or methods in this paper

  • ...Abnormal stock return performance of the portfolios (i.e. alpha) is estimated from Fama and French (1993) monthly calendar-time regressions that include the market, size, book-to-market, momentum (Carhart, 1997), and liquidity (Pastor and Stambaugh, 2003) factors....

    [...]

  • ...…we form portfolios of firms in the top and bottom quintile of the unexplained portion of the sustainability rating change (the residuals from the first step), and estimate Fama and French (1993) calendar-time regressions to test for one-year-ahead abnormal stock return performance of the portfolio....

    [...]

  • ...This specification allows us to control for a host of potential return predictors not captured in the Fama and French (1993) calendar time regression specification above....

    [...]

Journal ArticleDOI
TL;DR: Using a sample free of survivor bias, this paper showed that common factors in stock returns and investment expenses almost completely explain persistence in equity mutual fund's mean and risk-adjusted returns.
Abstract: Using a sample free of survivor bias, I demonstrate that common factors in stock returns and investment expenses almost completely explain persistence in equity mutual funds' mean and risk-adjusted returns Hendricks, Patel and Zeckhauser's (1993) "hot hands" result is mostly driven by the one-year momentum effect of Jegadeesh and Titman (1993), but individual funds do not earn higher returns from following the momentum strategy in stocks The only significant persistence not explained is concentrated in strong underperformance by the worst-return mutual funds The results do not support the existence of skilled or informed mutual fund portfolio managers PERSISTENCE IN MUTUAL FUND performance does not reflect superior stock-picking skill Rather, common factors in stock returns and persistent differences in mutual fund expenses and transaction costs explain almost all of the predictability in mutual fund returns Only the strong, persistent underperformance by the worst-return mutual funds remains anomalous Mutual fund persistence is well documented in the finance literature, but not well explained Hendricks, Patel, and Zeckhauser (1993), Goetzmann and Ibbotson (1994), Brown and Goetzmann (1995), and Wermers (1996) find evidence of persistence in mutual fund performance over short-term horizons of one to three years, and attribute the persistence to "hot hands" or common investment strategies Grinblatt and Titman (1992), Elton, Gruber, Das, and Hlavka (1993), and Elton, Gruber, Das, and Blake (1996) document mutual fund return predictability over longer horizons of five to ten years, and attribute this to manager differential information or stock-picking talent Contrary evidence comes from Jensen (1969), who does not find that good subsequent performance follows good past performance Carhart (1992) shows that persistence in expense ratios drives much of the long-term persistence in mutual fund performance My analysis indicates that Jegadeesh and Titman's (1993) one-year momentum in stock returns accounts for Hendricks, Patel, and Zeckhauser's (1993) hot hands effect in mutual fund performance However, funds that earn higher

13,218 citations


"Corporate Sustainability: First Evi..." refers methods in this paper

  • ...Abnormal stock return performance of the portfolios (i.e. alpha) is estimated from Fama and French (1993) monthly calendar-time regressions that include the market, size, book-to-market, momentum (Carhart, 1997), and liquidity (Pastor and Stambaugh, 2003) factors....

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  • ...We estimate alphas using the Fama-French (1993) three-factor model that excludes the momentum and liquidity factors, or a fourfactor model that excludes the liquidity factor (Carhart 1997)....

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TL;DR: When I hear businessmen speak eloquently about the social responsibilities of business in a free-enterprise system, I am reminded of the wonderful line about the Frenchman who discovered at the age of 70 that he had been speaking prose all his life as mentioned in this paper.
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"Corporate Sustainability: First Evi..." refers background in this paper

  • ...investments unnecessarily raise a firm’s costs, thus creating a competitive disadvantage vis-à-vis competitors (Friedman, 1970; Aupperle et al., 1985; McWilliams and Siegel, 1997; Jensen, 2002)....

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  • ...A second viewpoint is that sustainability investments disproportionately raise a firm’s costs, creating a competitive disadvantage in a competitive market (Friedman, 1970; Aupperle et al., 1985; McWilliams and Siegel, 1997; Jensen, 2002)....

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TL;DR: In this article, the authors argue that the trade-off between environmental regulation and competitiveness unnecessarily raises costs and slows down environmental progress, and that instead of simply adding to cost, properly crafted environmental standards can trigger innovation offsets, allowing companies to improve their resource productivity.
Abstract: Accepting a fixed trade-off between environmental regulation and competitiveness unnecessarily raises costs and slows down environmental progress. Studies finding high environmental compliance costs have traditionally focused on static cost impacts, ignoring any offsetting productivity benefits from innovation. They typically overestimated compliance costs, neglected innovation offsets, and disregarded the affected industry's initial competitiveness. Rather than simply adding to cost, properly crafted environmental standards can trigger innovation offsets, allowing companies to improve their resource productivity. Shifting the debate from pollution control to pollution prevention was a step forward. It is now necessary to make the next step and focus on resource productivity.

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TL;DR: The core methods in today's econometric toolkit are linear regression for statistical control, instrumental variables methods for the analysis of natural experiments, and differences-in-differences methods that exploit policy changes.
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"Corporate Sustainability: First Evi..." refers background in this paper

  • ...panel regressions is a generalization of the difference-in-differences approach that allows a causal interpretation in a regression setting (as noted in Bertrand and Mullainathan, 2003; Angrist and Pischke, 2009; Armstrong et al., 2012)....

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  • ...The inclusion of both time and firm fixed effects in the panel regressions is a generalization of the difference-in-differences approach that allows a causal interpretation in a regression setting (as noted in Bertrand and Mullainathan, 2003; Angrist and Pischke, 2009; Armstrong et al., 2012)....

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