Equality And Inequality - Publications - Faculty & Research - Harvard Business School

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Archival Collections Bibliography Site Credits Visiting the Exhibit ALUMNI INTRODUCTION BACK TO THE EXHIBIT H. Naylor Fitzhugh MBA 1933 H. Naylor Fitzhugh joined the Howard University faculty in 1934 and stayed for 31 years, developing... View Details

September 17, 2021
Article

AI Can Help Address Inequity—If Companies Earn Users' Trust

By: Shunyuan Zhang, Kannan Srinivasan, Param Singh and Nitin Mehta

While companies may spend a lot of time testing models before launch, many spend too little time considering how they will work in the wild. In particular, they fail to fully consider how rates of adoption can warp developers’ intent. For instance, Airbnb launched a... View Details

Keywords: Artificial Intelligence; Algorithmic Bias; Technological Innovation; Perception; Diversity; Equality and Inequality; Trust; AI and Machine Learning

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September 2017 (Revised March 2019)
Supplement

Henry Kissinger: Negotiating Black Majority Rule in Rhodesia (B)

By: James K. Sebenius and Laurence A. Green

In 1976, United States Secretary of State Henry A. Kissinger conducted a series of intricate, multiparty negotiations in Southern Africa to persuade white Rhodesian leader Ian Smith to accede to black majority rule. Conducted near the end of President Gerald Ford’s... View Details

Keywords: Equality and Inequality; Race; Negotiation Process; Negotiation Participants; Negotiation Deal; Government and Politics; Africa; United States

April 2021 (Revised January 2022)
Supplement

SA Taxi: A Vehicle for Empowerment? (B)

By: Nien-he Hsieh, Dilyana Karadzhova Botha and F. Christopher Eaglin

SA Taxi was a vertically integrated business that operated in South Africa’s distinctive taxi industry. Despite being plagued by violence, informal structures, unsafe road practices and lack of government support, the taxi industry had grown to become South Africa’s... View Details

Keywords: Corporate Accountability; Ownership; Ownership Stake; Business and Stakeholder Relations; Equality and Inequality; Race; Situation or Environment; Transportation Industry; South Africa; Africa

November 2006 (Revised August 2009)
Case

Malaysia: Halfway to 2020

By: Richard H.K. Vietor

This country case on Malaysia extends forward by seven years the case “Malaysia: Capital and Control” (702-040). It is based on Malaysia's ninth plan, which took effect in 2006. The ninth plan proposed five thrusts—moving the economy to higher value-added goods and... View Details

Keywords: Developing Countries and Economies; Growth and Development Strategy; Strategic Planning; Welfare; Equality and Inequality; Malaysia

October 1998 (Revised September 1999)
Case

Brazil Confronts an Interdependent World

By: George C. Lodge and Cate Reavis

Discusses the politics of change and how Brazilian President Fernando Henrique Cardoso, elected in 1994, has fought to promote systemic change in Brazil. While his Real Plan has stabilized inflation and attracted foreign investment, the nation's deficit continues to... View Details

Keywords: Development Economics; Government and Politics; Inflation and Deflation; Foreign Direct Investment; Equality and Inequality; Change; Social Issues; Public Administration Industry; Brazil

March 2022
Teaching Note

Sawiris Foundation: Elevating Education in Egypt

By: Brian Trelstad and Alpana Thapar

Teaching Note for HBS Case No. 322-023. Founded in 2001 by the Sawiris family, one of the wealthiest families in Egypt, the Sawiris Foundation for Social Development (SFSD) invested in human capital and provision of basic social services for the most marginalized... View Details

Keywords: Sustainable Development; Human Capital; Equality and Inequality; Education; Business Strategy; Social Enterprise; Social Issues; Partners and Partnerships; Growth and Development Strategy; Education Industry; Egypt

May 2000
Article

Agricultural Cooperatives in Gujarat, India: Agents of Equity or Differentiation?

By: Alnoor Ebrahim

Keywords: Cooperation; Equality and Inequality; India

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May 2025 (Revised June 2025)
Background Note

Social Enterprise in Latin America

By: Brian L. Trelstad and Karina Souza

This research note provides an overview of the social enterprise ecosystem in Latin America, exploring current dynamics across key markets, including country-specific insights on Brazil, Mexico, Argentina, Colombia, Chile, and Central America. In a region characterized... View Details

March–April 2021
Article

Network-biased Technical Change: How Information Management Tools Overcome Some Biases but Exacerbate Others.

By: Gerald C. Kane and Lynn Wu

Organizations have long sought to improve employee performance by managing knowledge more effectively. In this paper, we test whether the adoption of digital tools for expertise search and access within an organization, often referred to as a support to an... View Details

Keywords: Digital Tools; Social Media; Social Networks; Transactive Memory Systems; Augmented Intelligence; Artificial Intelligence; Social and Collaborative Networks; Gender; Equality and Inequality; Technology Adoption; Knowledge Management; Performance Improvement; Power and Influence; Organizational Change and Adaptation

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August 2018
Case

Christine Lagarde (C): Managing the IMF

By: Julie Battilana and Carin-Isabel Knoop

This case covers the career of Christine Lagarde from 2011 to 2018 as she takes the helm of a troubled multilateral organization during a time of deepening economic turmoil. As the first female leader of the International Monetary Fund (IMF), and as a non-economist,... View Details

Keywords: Personal Development and Career; Power and Influence; Change Management; Global Range; Gender; Equality and Inequality; Climate Change

March 2012
Article

The Incentive Bubble

By: Mihir Desai

The past three decades have seen American capitalism quietly transformed by a single, powerful idea—that financial markets are a suitable tool for measuring performance and structuring compensation. Stock instruments for managers, high-powered incentive contracts for... View Details

Keywords: Economic Systems; Financial Markets; Executive Compensation; Motivation and Incentives; Corporate Governance; Equality and Inequality; Human Capital; United States

December 2008 (Revised October 2009)
Case

Wal-Mart Stores in 2003 (Abridged Version)

By: Frank V. Cespedes

Examines Wal-Mart's development over three decades and provides financial and descriptive detail of its domestic operations. In 2003, Wal-Mart's Supercenter business has surpassed its domestic business as the largest generator of revenues. Its international operation... View Details

Keywords: Equality and Inequality; Business Growth and Maturation; Competitive Advantage; Labor Unions; Operations; Global Strategy; Problems and Challenges; Gender; Retail Industry; United States

2023
Chapter

Market Design Under Weak Institutions

By: Benjamin N. Roth

As market designers begin to address economic inequality, we will necessarily also begin to engage marginalized populations who have so far not been served well by the markets in which they participate. We will need new market designs for participants who may not... View Details

Keywords: Market Design; Equality and Inequality; Trust; Emerging Markets

2023
White Paper

The 2023 American Opportunity Index: Measuring Who Moves Ahead

By: Matthew Sigelman, Joseph B. Fuller, Nik Dawson, Alex Martin and Gad Levanon

Keywords: Equality and Inequality; Personal Development and Career; Employment; Compensation and Benefits; United States

2021
Working Paper

Equity Concerns Are Narrowly Framed

By: Christine L Exley and Judd B. Kessler

Distributional decisions regularly involve multiple payoff components. In a series of experiments, we show that subjects frequently exhibit narrow equity concerns: individuals apply their fairness preferences narrowly, on a specific component of payoffs, rather... View Details

Keywords: Equity; Equality and Inequality; Fairness; Perception; Outcome or Result; Resource Allocation; Behavior

February 1990 (Revised March 1990)
Case

Quantum Semiconductor, Inc.

By: Janice H. Hammond and Roy D. Shapiro

Quantum is faced with a difficult ethical dilemma--industry studies provide evidence that chemicals used in semiconductor manufacturing may cause women working in fabrication cleanrooms to suffer a higher likelihood of spontaneous abortions. The possibility of other... View Details

Keywords: Safety; Prejudice and Bias; Law; Equality and Inequality; Cost; Production; Ethics; Health; Gender; Semiconductor Industry

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2023
Working Paper

The Limits of Algorithmic Measures of Race in Studies of Outcome Disparities

By: David S. Scharfstein and Sergey Chernenko

We show that the use of algorithms to predict race has significant limitations in measuring and understanding the sources of racial disparities in finance, economics, and other contexts. First, we derive theoretically the direction and magnitude of measurement bias in... View Details

Keywords: Racial Disparity; Paycheck Protection Program; Measurement Error; AI and Machine Learning; Race; Measurement and Metrics; Equality and Inequality; Prejudice and Bias; Forecasting and Prediction; Outcome or Result

26 Mar 2008
First Look

First Look: March 26, 2008

However, several millers are threatening to leave the group and market on their own. Their primary objection is to QSL's board structure, which is currently divided equally between millers, growers, View Details

Keywords: Martha Lagace

2006
Other Unpublished Work

Positional Limits to Competitive Allocation: Evidence from Corporate Takeovers

By: Mikolaj Jan Piskorski

Keywords: Management; Equality and Inequality

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