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This paper explores the consequences of supposing that consumers see a firm as fair if they cannot reject the hypothesis that the firm is somewhat...
- 2021
- White Paper
Report on Racial Inclusion in the Boardroom: A Workshop Convened by Harvard Business School's Leadership Initiative and Board Leadership Project
- April 2021 (Revised April 2021)
- Case
Project Restart: Deciding the Future of English Football
By: Nour Kteily and Deepak Malhotra
In March 2020, the English Premier League football (soccer) season was suspended partway through due to the COVID-19 pandemic. Two months later the season remained in limbo, with a looming deadline to decide whether to attempt to complete the season or curtail it—and...
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- 2021
- Article
Does Fair Ranking Improve Minority Outcomes? Understanding the Interplay of Human and Algorithmic Biases in Online Hiring
By: Tom Sühr, Sophie Hilgard and Himabindu Lakkaraju
Ranking algorithms are being widely employed in various online hiring platforms including LinkedIn, TaskRabbit, and Fiverr. Prior research has demonstrated that ranking algorithms employed by these platforms are prone to a variety of undesirable biases, leading to the...
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- 2021
- Article
Fair Influence Maximization: A Welfare Optimization Approach
By: Aida Rahmattalabi, Shahin Jabbari, Himabindu Lakkaraju, Phebe Vayanos, Max Izenberg, Ryan Brown, Eric Rice and Milind Tambe
Several behavioral, social, and public health interventions, such as suicide/HIV prevention or community preparedness against natural disasters, leverage social network information to maximize outreach. Algorithmic influence maximization techniques have been proposed...
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- March 29, 2021
- Editorial
Research: A Little Recognition Can Provide a Big Morale Boost
By: Shibeal O'Flaherty, Michael Sanders and Ashley V. Whillans
As organizations large and small face the twin challenges of increasingly strained budgets and burned out workforces, what can managers do to keep employees engaged—without breaking the bank? In this piece, the authors share new research on the power of symbolic awards...
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- March 2021 (Revised July 2021)
- Case
Resident
By: Jeffrey F. Rayport and Thomas O. Jones
Launched in 2016, Resident was a leading player in the direct-to-consumer bed-in-a-box mattress market, where it was one of at least 175 venture-backed companies competing in the space. By late 2020, it had realized over $500 million in revenue, profitability in the...
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- March 2021
- Case
Founders Factory
By: Jeffrey F. Rayport and James Barnett
In January 2020, Founders Factory (FF) Executive Chairman Brent Hoberman and CEO Henry Lane Fox were considering FF’s expansion strategy. FF operated as a venture capital (VC) fund built around an accelerator and incubator, and organized around sectors within...
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Keywords:
Entrepreneurship;
Markets;
Planning;
Expansion;
Global Range;
Business Model;
Talent and Talent Management;
Experience and Expertise;
Corporate Entrepreneurship;
Global Strategy;
Innovation Strategy;
Growth and Development Strategy;
Management Teams;
Organizational Change and Adaptation;
Partners and Partnerships;
Online Technology;
Mobile Technology;
Technology Industry;
Africa;
South Africa;
Johannesburg;
Europe;
France;
Paris;
United Kingdom;
England;
London;
United States;
New York (city, NY)
- February 2021
- Case
The Tulsa Massacre and the Call for Reparations
By: Mihir Desai, Ruth Page, Suzanne Antoniou and Leanne Fan
How should historic social injustices be addressed? Survivors of the 1921 Tulsa Massacre and their descendants, including Representative Regina Goodwin of Tulsa, believe they should be addressed through reparations and have consequently continued to push the government...
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Keywords:
Costs And Consequences;
Decisions;
Judgment And Decision-making;
Lawsuit;
Leading Change;
Conflict Resolution;
Perspective Taking;
Prejudice;
Bias;
Reparations;
Decision Making;
Decision Choices and Conditions;
Cost vs Benefits;
Judgments;
Race;
Ethics;
Fairness;
Moral Sensibility;
Values and Beliefs;
Conflict Management;
Governance;
Corporate Accountability;
Corporate Governance;
Governing Rules, Regulations, and Reforms;
Policy;
Government and Politics;
Government Legislation;
History;
Lawsuits and Litigation;
Legal Liability;
Mission and Purpose;
Corporate Social Responsibility and Impact;
Motivation and Incentives;
Civil Society or Community;
Social Issues;
Oklahoma;
Tulsa;
United States
- 2021
- Working Paper
Fairness or Control: What Determines Elected Local Leaders' Support for Hosting Refugees in Their Community?
By: Kristin Fabbe, Eleni Kyrkopoulou, Konstantinos Matakos and Asli Unan
When it comes to successful refugee reception the local level matters. Research overwhelmingly examines host communities' attitudes, but endorsement from local politicians is equally important to resolve conflicts and facilitate harmonious interaction. Yet, the...
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- 2021
- Working Paper
Towards a Unified Framework for Fair and Stable Graph Representation Learning
By: Chirag Agarwal, Himabindu Lakkaraju and Marinka Zitnik
- January 2021 (Revised June 2021)
- Supplement
Eaton Corporation: Portfolio Transformation and The Cost of Capital (Abridged)
By: Benjamin C. Esty, E. Scott Mayfield and Daniel Fisher
In 2000, Eaton Corporation was a broadly diversified industrial conglomerate. But its strategy was evolving and its focus was narrowing around “power management” and more recently on “intelligent power,” the use of digitally enabled products and services designed to...
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- January 2021 (Revised June 2021)
- Case
Eaton Corporation: Portfolio Transformation and the Cost of Capital (Abridged)
By: Benjamin C. Esty, E. Scott Mayfield and Daniel Fisher
In 2000, Eaton Corporation was a broadly diversified industrial conglomerate. But its strategy was evolving and its focus was narrowing around “power management” and more recently on “intelligent power,” the use of digitally enabled products and services designed to...
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- January 2021
- Case
Toyota and Its Labor Union in Argentina (A)
By: Jorge Tamayo, Erik Snowberg and Jenyfeer Martinez Buitrago
In 2011, Daniel Herrero, CEO of Toyota Argentina (TASA) since 2010, was about to meet with the Secretary-General of the union representing automotive industry workers in the country. The company produced vehicles in Argentina since 1997 at their plant at Zárate, and,...
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- January 11, 2021
- Article
The Breach of the U.S. Capitol Was a Breach of Trust
By: Sandra J. Sucher and Shalene Gupta
This article frames the January 6th attack of the U.S. Capitol as a betrayal of our trust in government. Using Sucher and Gupta’s trust framework, the article explains how the attacks were a failure of the four elements of trust: competence, motives, fair means, and...
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- January 2021 (Revised March 2021)
- Case
Serum Institute of India (SII): Racing to Save Lives During a Pandemic
By: Rohit Deshpandé, Anjali Raina and Rachna Chawla
The CEO of Serum Institute of India (SII), a $12.8 billion Indian Family business is faced with a risky choice between principles and profit. SII is the largest manufacturer of vaccines in the world and Adar Poonawalla, the CEO and son of the founder has to decide how...
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- 2021
- Article
An Algorithmic Framework for Fairness Elicitation
By: Christopher Jung, Michael J Kearns, Seth Neel, Aaron Leon Roth, Logan Stapleton and Zhiwei Steven Wu
We consider settings in which the right notion of fairness is not captured by simple mathematical definitions (such as equality of error rates across groups), but might be more complex and nuanced and thus require elicitation from individual or collective stakeholders....
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Keywords:
Machine Learning
- 2021
- Article
Fair Algorithms for Infinite and Contextual Bandits
By: Matthew Joseph, Michael J Kearns, Jamie Morgenstern, Seth Neel and Aaron Leon Roth
We study fairness in linear bandit problems. Starting from the notion of meritocratic fairness introduced in Joseph et al. [2016], we carry out a more refined analysis of a more general problem, achieving better performance guarantees with fewer modelling assumptions...
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- January 2021
- Article
Veil-of-Ignorance Reasoning Mitigates Self-Serving Bias in Resource Allocation During the COVID-19 Crisis
By: Karen Huang, Regan Bernhard, Netta Barak-Corren, Max Bazerman and Joshua D. Greene
The COVID-19 crisis has forced healthcare professionals to make tragic decisions concerning which patients to save. Furthermore, the COVID-19 crisis has foregrounded the influence of self-serving bias in debates on how to allocate scarce resources. A utilitarian...
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- December 2020 (Revised February 2021)
- Supplement
The Tulsa Massacre and the Call for Reparations
By: Mihir A. Desai and Suzanne Antoniou
How should historic social injustices be addressed? Survivors of the 1921 Tulsa Massacre and their descendants, including Representative Regina Goodwin of Tulsa, believe they should be addressed through reparations and have consequently continued to push the government...
View Details
Keywords:
Cost vs Benefits;
Decision Choices and Conditions;
Decisions;
Judgments;
Race;
Fairness;
Moral Sensibility;
Values and Beliefs;
Corporate Accountability;
Corporate Governance;
Policy;
Governing Rules, Regulations, and Reforms;
Government Legislation;
Government and Politics;
Government Administration;
Lawsuits and Litigation;
Legal Liability;
Leading Change;
Mission and Purpose;
Corporate Social Responsibility and Impact;
Conflict and Resolution;
Conflict Management;
Loss;
Motivation and Incentives;
Perspective;
Prejudice and Bias;
Civil Society or Community;
Social Issues;
Welfare;
Tulsa;
Oklahoma;
United States
- December 2020 (Revised February 2021)
- Teaching Note
The Tulsa Massacre and the Call for Reparations
By: Mihir A. Desai and Suzanne Antoniou
How should historic social injustices be addressed? Survivors of the 1921 Tulsa Massacre and their descendants, including Representative Regina Goodwin of Tulsa, believe they should be addressed through reparations and have consequently continued to push the government...
View Details
Keywords:
Cost vs Benefits;
Decision Choices and Conditions;
Decisions;
Judgments;
Race;
Fairness;
Moral Sensibility;
Values and Beliefs;
Corporate Accountability;
Corporate Governance;
Policy;
Governing Rules, Regulations, and Reforms;
Government Legislation;
Government and Politics;
Government Administration;
Lawsuits and Litigation;
Legal Liability;
Leading Change;
Mission and Purpose;
Corporate Social Responsibility and Impact;
Conflict and Resolution;
Conflict Management;
Loss;
Motivation and Incentives;
Perspective;
Prejudice and Bias;
Civil Society or Community;
Social Issues;
Welfare;
Tulsa;
Oklahoma;
United States