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- Article
Stock Price Reactions to ESG News: The Role of ESG Ratings and Disagreement
By: George Serafeim and Aaron Yoon
We investigate whether ESG ratings predict future ESG news and the associated market reactions. We find that the consensus rating predicts future news, but its predictive ability diminishes for firms with large disagreement between raters. Relation between news and...
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Keywords:
ESG;
ESG (Environmental, Social, Governance) Performance;
ESG Disclosure;
ESG Ratings;
ESG Reporting;
ESG Disclosure Metrics;
Sustainability;
Investments;
Disagreement;
Rating Disagreement;
Ratings;
Environmental Sustainability;
Social Issues;
Corporate Social Responsibility and Impact;
Performance;
News;
Investment;
Financial Markets;
Stocks;
Price
Serafeim, George, and Aaron Yoon. "Stock Price Reactions to ESG News: The Role of ESG Ratings and Disagreement." Special Issue on RAST 2022 Conference. Review of Accounting Studies 28, no. 3 (September 1, 2023): 1500–1530.
- June 2023
- Article
When Does Uncertainty Matter? Understanding the Impact of Predictive Uncertainty in ML Assisted Decision Making
By: Sean McGrath, Parth Mehta, Alexandra Zytek, Isaac Lage and Himabindu Lakkaraju
As machine learning (ML) models are increasingly being employed to assist human decision
makers, it becomes critical to provide these decision makers with relevant inputs which can
help them decide if and how to incorporate model predictions into their decision...
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McGrath, Sean, Parth Mehta, Alexandra Zytek, Isaac Lage, and Himabindu Lakkaraju. "When Does Uncertainty Matter? Understanding the Impact of Predictive Uncertainty in ML Assisted Decision Making." Transactions on Machine Learning Research (TMLR) (June 2023).
- November 22, 2022
- Article
Is Novel Research Worth Doing? Evidence from Peer Review at 49 Journals
By: Misha Teplitskiy, Hao Peng, Andrea Blasco and Karim R. Lakhani
There are long-standing concerns that peer review, which is foundational to scientific institutions like journals and funding agencies, favors conservative ideas over novel ones. We investigate the association between novelty and the acceptance of manuscripts submitted...
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Teplitskiy, Misha, Hao Peng, Andrea Blasco, and Karim R. Lakhani. "Is Novel Research Worth Doing? Evidence from Peer Review at 49 Journals." e2118046119. Proceedings of the National Academy of Sciences 119, no. 47 (November 22, 2022).
- 2023
- Working Paper
Sharing Models to Interpret Data
By: Joshua Schwartzstein and Adi Sunderam
To understand new data, we share models or interpretations with others. This paper studies
such exchanges of models in a community. The key assumption is that people adopt the interpretation in their community that best explains the data, given their prior beliefs. An...
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Keywords:
Social Learning Theory;
Theory;
Social Issues;
Cognition and Thinking;
Social and Collaborative Networks;
Attitudes
Schwartzstein, Joshua, and Adi Sunderam. "Sharing Models to Interpret Data." NBER Working Paper Series, No. 30642, November 2022.
- Article
Recovering Investor Expectations from Demand for Index Funds
We use a revealed-preference approach to estimate investor expectations of stock market returns. Using data on demand for index funds that follow the S&P 500, we develop and estimate a model of investor choice to flexibly recover the time-varying distribution of...
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Keywords:
Stock Market Expectations;
Demand Estimation;
Exchange-traded Funds (ETFs);
Demand and Consumers;
Investment
Egan, Mark, Alexander J. MacKay, and Hanbin Yang. "Recovering Investor Expectations from Demand for Index Funds." Review of Economic Studies 89, no. 5 (October 2022): 2559–2599.
- Article
Managing a Polarized Workforce: How to Foster Debate and Promote Trust
By: Julia A. Minson and Francesca Gino
One of the toughest challenges leaders face is managing diverse perspectives—and given heightened tensions over politics and movements such as #MeToo and Black Lives Matter, that’s more difficult today than ever before. At the same time, productive disagreement and...
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Keywords:
Polarization;
Employees;
Perspective;
Interpersonal Communication;
Organizational Culture;
Trust
Minson, Julia A., and Francesca Gino. "Managing a Polarized Workforce: How to Foster Debate and Promote Trust." Harvard Business Review 100, no. 2 (March–April 2022): 63–71.
- 2022
- Working Paper
The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective
By: Satyapriya Krishna, Tessa Han, Alex Gu, Javin Pombra, Shahin Jabbari, Steven Wu and Himabindu Lakkaraju
As various post hoc explanation methods are increasingly being leveraged to explain complex models in high-stakes settings, it becomes critical to develop a deeper understanding of if and when the explanations output by these methods disagree with each other, and how...
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Krishna, Satyapriya, Tessa Han, Alex Gu, Javin Pombra, Shahin Jabbari, Steven Wu, and Himabindu Lakkaraju. "The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective." Working Paper, 2022.
- January 2022
- Article
Why Is Corporate Virtue in the Eye of the Beholder? The Case of ESG Ratings
By: Dane Christensen, George Serafeim and Anywhere Sikochi
Despite the rising use of environmental, social, and governance (ESG) ratings, there is substantial disagreement across rating agencies regarding what rating to give to individual firms. As what drives this disagreement is unclear, we examine whether a firm’s ESG...
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Keywords:
ESG Ratings;
Rating Agency Disagreement;
ESG Disclosure;
Corporate Social Responsibility;
Sustainability;
Corporate Social Responsibility and Impact;
Environmental Sustainability;
Corporate Disclosure
Christensen, Dane, George Serafeim, and Anywhere Sikochi. "Why Is Corporate Virtue in the Eye of the Beholder? The Case of ESG Ratings." Accounting Review 97, no. 1 (January 2022): 147–175.
- Article
Conversational Receptiveness: Expressing Engagement with Opposing Views
By: M. Yeomans, J. Minson, H. Collins, H. Chen and F. Gino
We examine “conversational receptiveness”—the use of language to communicate one’s willingness to thoughtfully engage with opposing views. We develop an interpretable machine-learning algorithm to identify the linguistic profile of receptiveness (Studies 1A-B). We then...
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Keywords:
Receptiveness;
Natural Language Processing;
Disagreement;
Interpersonal Communication;
Relationships;
Conflict Management
Yeomans, M., J. Minson, H. Collins, H. Chen, and F. Gino. "Conversational Receptiveness: Expressing Engagement with Opposing Views." Organizational Behavior and Human Decision Processes 160 (September 2020): 131–148.
- August 2020 (Revised October 2021)
- Case
India 2020 – Governance and Growth
In January 2012, the government of India faced significant challenges to achieving three key objectives of high growth, inclusive development, and improved governance. The economy was experiencing a growth slowdown, persistently high inflation, and infrastructure and...
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Vietor, Richard H. K. "India 2020 – Governance and Growth." Harvard Business School Case 721-002, August 2020. (Revised October 2021.)
- May 2020
- Article
Into the Fray: Adaptive Approaches to Studying Novel Teamwork Forms
By: Michaela Kerrissey, Patricia Satterstrom and Amy C. Edmondson
Novel forms of teamwork—created by rapid change and growing diversity among collaborators—are increasingly common, and they present substantial methodological challenges for research. We highlight two aspects of new team forms that challenge conventional methods....
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Keywords:
Team Member Fluidity;
Temporary Teams;
Knowledge Diversity;
Entitativity;
Concordance;
Methods;
Groups and Teams;
Problems and Challenges;
Research
Kerrissey, Michaela, Patricia Satterstrom, and Amy C. Edmondson. "Into the Fray: Adaptive Approaches to Studying Novel Teamwork Forms." Special Issue on The Challenges of Working with "Real" Teams. Organizational Psychology Review 10, no. 2 (May 2020): 62–86.
- March 2020 (Revised May 2020)
- Case
Board Director Dilemmas—Family Affairs
By: David G. Fubini, Suraj Srinivasan and Amram Migdal
This case focuses on a new director who must help resolve a disagreement between two generations of leaders in a family business. The case raises questions of the proper role and approach for a director trying to manage a legitimate disagreement between shareholders...
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Fubini, David G., Suraj Srinivasan, and Amram Migdal. "Board Director Dilemmas—Family Affairs." Harvard Business School Case 120-103, March 2020. (Revised May 2020.)
- 2021
- Working Paper
International Evidence on the Effects of a Local Presence by U.S. Credit Rating Agencies
By: Liran Eliner, Michael Machokoto and Anywhere Sikochi
Major U.S. credit rating agencies are criticized for failing to understand developments in other economies and thereby impeding capital access by assigning lower ratings. Consistent with this, we find that Moody's and S&P credit ratings are more favorable after the...
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Keywords:
Credit Rating Agencies;
Credit Ratings;
Rating Adjustments;
Rating Disagreement;
Geographic Proximity;
Soft Information;
Credit;
Geographic Location;
Local Range
Eliner, Liran, Michael Machokoto, and Anywhere Sikochi. "International Evidence on the Effects of a Local Presence by U.S. Credit Rating Agencies." Harvard Business School Working Paper, No. 20-083, February 2020. (Revised August 2021.)
- 2021
- Working Paper
Recovering Investor Expectations from Demand for Index Funds
We use a revealed-preference approach to estimate investor expectations of stock market returns. Using data on demand for index funds that follow the S&P 500, we develop and estimate a model of investor choice to flexibly recover the time-varying distribution of...
View Details
Keywords:
Stock Market Expectations;
Demand Estimation;
Exchange-traded Funds (ETFs);
Demand and Consumers;
Investment;
United States
Egan, Mark, Alexander J. MacKay, and Hanbin Yang. "Recovering Investor Expectations from Demand for Index Funds." NBER Working Paper Series, No. 26608, January 2020. (Accepted at the Review of Economic Studies. Harvard Business School Working Paper, No. 20-122, May 2020. Direct download. Revised July 2021.)
- December 2019 (Revised February 2023)
- Case
The Dutch East India Company in 1612 (A)
By: Lynn S. Paine and Giuseppe Dari-Mattiacci
The Dutch East India Company’s board of directors must decide what to do about an impending legal requirement to liquidate the company’s assets and return to shareholders their capital and any profits earned during a ten-year lock-up period. The charter granted to the...
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Keywords:
Corporate Governance;
Globalized Firms and Management;
Organizational Structure;
Laws and Statutes;
Financial Markets;
Business and Shareholder Relations;
Business and Government Relations;
Business History;
Shipping Industry;
Netherlands
Paine, Lynn S., and Giuseppe Dari-Mattiacci. "The Dutch East India Company in 1612 (A)." Harvard Business School Case 320-047, December 2019. (Revised February 2023.)
- August 2019 (Revised April 2021)
- Case
Unifying Divisions: Joro's Mission to Preserve the Planet
By: Shikhar Ghosh and Marilyn Morgan Westner
The case focuses on the initial startup team and Founders’ agreements. In March 2018, Sanchali Pal proposed renegotiating the informal founders’ agreement and equity split she and her co-founders had drafted the previous spring. They had been working together for over...
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Keywords:
Founders' Agreements;
Business Startups;
Climate Change;
Agreements and Arrangements;
Conflict Management
Ghosh, Shikhar, and Marilyn Morgan Westner. "Unifying Divisions: Joro's Mission to Preserve the Planet." Harvard Business School Case 820-032, August 2019. (Revised April 2021.)
- Article
Four Things No One Will Tell You About ESG Data
By: Sakis Kotsantonis and George Serafeim
As the ESG finance field and the use of ESG data in investment decision-making continue to grow, the authors seek to shed light on several important aspects of ESG measurement and data. This article is intended to provide a useful guide for the rapidly rising number of...
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Keywords:
ESG;
ESG (Environmental, Social, Governance) Performance;
ESG Reporting;
Data Analytics;
Sustainability;
Sustainability Reporting;
CSR;
Transparency;
Investment Management;
Socially Responsible Investing;
Sustainable Finance;
Sustainable Development;
Inclusion;
Inclusive Growth;
Corporate Social Responsibility and Impact;
Corporate Accountability;
Investment;
Management;
Climate Change;
Corporate Governance;
Diversity;
Integrated Corporate Reporting
Kotsantonis, Sakis, and George Serafeim. "Four Things No One Will Tell You About ESG Data." Journal of Applied Corporate Finance 31, no. 2 (Spring 2019): 50–58.
- 2019
- Book
Love Your Enemies: How Decent People Can Save America from the Culture of Contempt
By: Arthur C. Brooks
To get ahead today, you have to be a jerk, right?
Divisive politicians. Screaming heads on television. Angry campus activists. Twitter trolls. Today in America, there is an “outrage industrial complex” that prospers by setting American against... View Details
Divisive politicians. Screaming heads on television. Angry campus activists. Twitter trolls. Today in America, there is an “outrage industrial complex” that prospers by setting American against... View Details
Keywords:
Political Participation;
Political Culture;
Moral Sensibility;
Government and Politics;
Society;
United States
Brooks, Arthur C. Love Your Enemies: How Decent People Can Save America from the Culture of Contempt. New York: Broadside Books, 2019. (National bestseller.)
- 2018
- Article
What Can Managers Privately Disclose to Investors?
By: Eugene F. Soltes
Regulators have long been aware that differential access to information can undermine the efficiency and fairness of financial markets. In an effort to place investors on equal footing, the Securities and Exchange Commission in 2000 created Regulation Fair Disclosure...
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Keywords:
Disclosure Regulation;
Information;
Communication;
Business and Shareholder Relations;
Governing Rules, Regulations, and Reforms
Soltes, Eugene F. "What Can Managers Privately Disclose to Investors?" Yale Journal on Regulation Bulletin 36 (2018): 148–169.
- March 2018
- Supplement
China Vanke: Battle for Control (B)
By: Lynn S. Paine, Charles C.Y. Wang, Dawn H. Lau and Anthony K. Woo
China Resources expresses disagreement over the validity of the results of the board vote as announced by China Vanke. It further raises objections to Vanke's handling of the announcement as well as reiterates its doubts about the strategic rationale of the proposed...
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Keywords:
China Vanke;
China Resources;
Hostile Takeover;
Board Of Directors;
Shareholding Structure;
Shareholder Rights;
Asset Restructuring;
Corporate Governance;
Governing and Advisory Boards;
Valuation;
Business and Shareholder Relations;
Real Estate Industry;
China
Paine, Lynn S., Charles C.Y. Wang, Dawn H. Lau, and Anthony K. Woo. "China Vanke: Battle for Control (B)." Harvard Business School Supplement 318-118, March 2018.