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All HBS Web
(1,197)
- Faculty Publications (292)
Fairness →
- 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...
View Details
- 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...
View Details
Keywords:
Mergers and Acquisitions;
Business Conglomerates;
Business Divisions;
Cost of Capital;
Corporate Finance;
Value;
Valuation;
Industrial Products Industry;
United States;
Denmark;
Republic of Ireland
Esty, Benjamin C., E. Scott Mayfield, and Daniel Fisher. "Eaton Corporation: Portfolio Transformation and the Cost of Capital (Abridged)." Harvard Business School Case 221-070, January 2021. (Revised June 2021.)
- 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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Keywords:
Manufacturing Performance;
Bargaining;
Production;
Performance;
Labor Unions;
Labor and Management Relations;
Fairness;
Factories, Labs, and Plants;
Auto Industry;
Argentina
Tamayo, Jorge, Erik Snowberg, and Jenyfeer Martinez Buitrago. "Toyota and Its Labor Union in Argentina (A)." Harvard Business School Case 721-394, January 2021.
- 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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Sucher, Sandra J., and Shalene Gupta. "The Breach of the U.S. Capitol Was a Breach of Trust." Harvard Business Review Digital Articles (January 11, 2021).
- 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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Keywords:
Business Ethics;
Healthcare;
COVID-19;
Vaccines;
Family Business;
Ethics;
Health Care and Treatment;
Health Pandemics;
Leadership;
Corporate Accountability;
Fairness;
Growth and Development Strategy;
Health Industry;
India;
South Asia
Deshpandé, Rohit, Anjali Raina, and Rachna Chawla. "Serum Institute of India (SII): Racing to Save Lives During a Pandemic." Harvard Business School Case 521-028, January 2021. (Revised March 2021.)
- 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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Joseph, Matthew, Michael J Kearns, Jamie Morgenstern, Seth Neel, and Aaron Leon Roth. "Fair Algorithms for Infinite and Contextual Bandits." Proceedings of the AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society 4th (2021).
- 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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Keywords:
Self-serving Bias;
Procedural Justice;
Bioethics;
COVID-19;
Fairness;
Health Pandemics;
Resource Allocation;
Decision Making
Huang, Karen, Regan Bernhard, Netta Barak-Corren, Max Bazerman, and Joshua D. Greene. "Veil-of-Ignorance Reasoning Mitigates Self-Serving Bias in Resource Allocation During the COVID-19 Crisis." Judgment and Decision Making 16, no. 1 (January 2021): 1–19.
- 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...
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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
- 2020
- Conference Presentation
An Empirical Study of the Trade-Offs Between Interpretability and Fairness
By: Shahin Jabbari, Han-Ching Ou, Himabindu Lakkaraju and Milind Tambe
Jabbari, Shahin, Han-Ching Ou, Himabindu Lakkaraju, and Milind Tambe. "An Empirical Study of the Trade-Offs Between Interpretability and Fairness." Paper presented at the ICML Workshop on Human Interpretability in Machine Learning, International Conference on Machine Learning (ICML), 2020.
- December 2020 (Revised June 2021)
- Case
France Télécom (A): A Challenging Restructuring
These cases explore the impacts of industry shocks, resulting corporate actions that had a devastating impact on employees, and the legal conviction of corporate leaders for “institutional harassment."
This case series follows the evolution of France... View Details
This case series follows the evolution of France... View Details
Keywords:
Health & Wellness;
Human Resource Management;
Strategic Change;
Leadership & Corporate Accountability;
Leadership And Change Management;
Leadership And Managing People;
Change;
Restructuring;
Crime and Corruption;
Ethics;
Health;
Human Capital;
Human Resources;
Labor;
Labor and Management Relations;
Labor Unions;
Law;
Social Psychology;
Strategy;
Leadership;
Leadership Style;
Organizations;
Problems and Challenges;
Relationships;
Crisis Management;
Organizational Culture;
Employees;
Well-being;
Telecommunications Industry;
Europe;
European Union
Montgomery, Cynthia A., and Ashley V. Whillans. "France Télécom (A): A Challenging Restructuring." Harvard Business School Case 721-420, December 2020. (Revised June 2021.)
- November 2020 (Revised March 2022)
- Teaching Note
Social Salary Setting at Spiber
By: Ashley Whillans and John Beshears
Teaching Note for HBS Case No. 920-050. The case tells the story of Spiber, a Japanese technology start-up company. To reflect the company’s values, the leadership team implemented a new and unique salary-setting process: each employee had the authority to choose their...
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- November 2020 (Revised April 2021)
- Case
Roll-Ups and Surprise Billing: Collisions at the Intersection of Private Equity and Patient Care
By: Trevor Fetter and Kira Seiger
This case describes the increasing investment by private equity (PE) firms in patient care and other healthcare services. The case focuses on investments in physician staffing firms and roll-up strategy investments in physician practice management (PPM). Included in...
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Keywords:
Business Ventures;
Acquisition;
Mergers and Acquisitions;
Business Model;
Change;
Disruption;
Fluctuation;
Trends;
Customers;
Customer Value and Value Chain;
Ethics;
Fairness;
Finance;
Equity;
Insurance;
Private Equity;
Geography;
Geographic Scope;
Health;
Health Care and Treatment;
Markets;
Demand and Consumers;
Supply and Industry;
Industry Structures;
Ownership;
Ownership Type;
Private Ownership;
Relationships;
Agency Theory;
Business and Community Relations;
Business and Shareholder Relations;
Business and Stakeholder Relations;
Networks;
Strategy;
Competition;
Consolidation;
Expansion;
Integration;
Horizontal Integration;
Vertical Integration;
Value;
Value Creation;
Health Industry;
Insurance Industry;
United States
Fetter, Trevor, and Kira Seiger. "Roll-Ups and Surprise Billing: Collisions at the Intersection of Private Equity and Patient Care." Harvard Business School Case 321-049, November 2020. (Revised April 2021.)
- October 2020 (Revised February 2021)
- Case
The Tulsa Massacre and the Call for Reparations
By: Mihir A. Desai, 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...
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;
Tulsa;
Oklahoma;
United States
Desai, Mihir A., Suzanne Antoniou, and Leanne Fan. "The Tulsa Massacre and the Call for Reparations." Harvard Business School Case 221-039, October 2020. (Revised February 2021.)
- October 2020 (Revised August 2022)
- Case
Union Square Hospitality Group: Hospitality Included
By: Peter Boumgarden, Ryan W. Buell, Lamar Pierce and Richard Ryffel
In 2015, Union Square Hospitality Group (USHG), helmed by famous restauranteur Danny Meyer, sent shockwaves through the restaurant industry by announcing the end of tipping in its restaurants. Under its new policy, Hospitality Included (HI), USHG would charge higher...
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Keywords:
Restaurants;
Tipping;
Revenue Sharing;
Service Operations;
Policy;
Change;
Human Resources;
Management;
Food and Beverage Industry
Boumgarden, Peter, Ryan W. Buell, Lamar Pierce, and Richard Ryffel. "Union Square Hospitality Group: Hospitality Included." Harvard Business School Case 621-047, October 2020. (Revised August 2022.)
- September 2020 (Revised June 2021)
- Supplement
Eaton Corporation: Portfolio Transformation and The Cost of Capital
By: Benjamin C. Esty, 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...
View Details
- September 2020 (Revised June 2021)
- Case
Eaton Corporation: Portfolio Transformation and The Cost of Capital
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...
View Details
Keywords:
Mergers and Acquisitions;
Business Conglomerates;
Business Divisions;
Cost of Capital;
Corporate Finance;
Value;
Valuation;
Industrial Products Industry;
United States;
Denmark;
Republic of Ireland
Esty, Benjamin C., E. Scott Mayfield, and Daniel Fisher. "Eaton Corporation: Portfolio Transformation and The Cost of Capital." Harvard Business School Case 221-006, September 2020. (Revised June 2021.)
- September 2020
- Case
Uber at a Crossroads (2017)
By: Ramon Casadesus-Masanell and Karen Elterman
This case describes the history of Uber, its business model—including the ways it differed from that of the traditional taxi industry—and its competition with Lyft. The case is set in 2017, a year in which Uber was plagued by even more scandals than usual, though its...
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Keywords:
Business Startups;
Business Model;
Customer Satisfaction;
Fairness;
Values and Beliefs;
Price;
Profit;
Revenue;
Investment;
Government Legislation;
Business History;
Compensation and Benefits;
Resignation and Termination;
Employment;
Wages;
Lawfulness;
Leadership Style;
Leading Change;
Management Style;
Market Entry and Exit;
Digital Platforms;
Product Design;
Organizational Culture;
Problems and Challenges;
Attitudes;
Strategy;
Competitive Strategy;
Expansion;
Transportation Networks;
Mobile and Wireless Technology;
Valuation;
Transportation Industry;
Technology Industry;
United States
Casadesus-Masanell, Ramon, and Karen Elterman. "Uber at a Crossroads (2017)." Harvard Business School Case 721-376, September 2020.
- 2021
- Conference Presentation
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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Jung, Christopher, Michael J. Kearns, Seth Neel, Aaron Leon Roth, Logan Stapleton, and Zhiwei Steven Wu. "An Algorithmic Framework for Fairness Elicitation." Paper presented at the 2nd Symposium on Foundations of Responsible Computing (FORC), 2021.
- April 29, 2020
- Article
How Should We Allocate Scarce Medical Resources?
By: Max Bazerman, Regan Bernhard, Joshua D. Greene, Karen Huang and Netta Barak-Corren
Who should get a ventilator if there aren’t enough to go around? Research on decision making leads to three concrete guidelines that policy-makers and physicians can use to make fair choices when allocating scarce, life-saving resources. The key to making fair and...
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Keywords:
COVID-19;
Health Pandemics;
Resource Allocation;
Decision Making;
Policy;
Fairness;
Ethics
Bazerman, Max, Regan Bernhard, Joshua D. Greene, Karen Huang, and Netta Barak-Corren. "How Should We Allocate Scarce Medical Resources?" Harvard Business Review Digital Articles (April 29, 2020).