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  • All HBS Web  (161)
    • News  (25)
    • Research  (98)
    • Events  (2)
  • Faculty Publications  (54)

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  • All HBS Web  (161)
    • News  (25)
    • Research  (98)
    • Events  (2)
  • Faculty Publications  (54)
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  • May 2022
  • Article

When Harry Fired Sally: The Double Standard in Punishing Misconduct

By: Mark Egan, Gregor Matvos and Amit Seru
We examine gender differences in misconduct punishment in the financial advisory industry. We find evidence of a “gender punishment gap”: following an incident of misconduct, female advisers are 20% more likely to lose their jobs and 30% less likely to find new jobs... View Details
Keywords: Financial Advisers; Brokers; Gender Discrimination; Consumer Finance; Financial Misconduct And Fraud; FINRA; Financial Institutions; Employees; Crime and Corruption; Gender; Prejudice and Bias; Personal Finance; Financial Services Industry
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Egan, Mark, Gregor Matvos, and Amit Seru. "When Harry Fired Sally: The Double Standard in Punishing Misconduct." Journal of Political Economy 130, no. 5 (May 2022): 1184–1248.
  • 19 Nov 2019
  • Op-Ed

Gender Bias Complaints against Apple Card Signal a Dark Side to Fintech

to make loan and underwriting decisions, as the Apple Card situation illustrates, the potential for discrimination grows. “When lending relies on algorithms to make loan and underwriting decisions, as the Apple Card situation illustrates,... View Details
Keywords: by Karen G. Mills; Financial Services
  • Article

Eliminating Unintended Bias in Personalized Policies Using Bias-Eliminating Adapted Trees (BEAT)

By: Eva Ascarza and Ayelet Israeli

An inherent risk of algorithmic personalization is disproportionate targeting of individuals from certain groups (or demographic characteristics such as gender or race), even when the decision maker does not intend to discriminate based on those “protected”... View Details

Keywords: Algorithm Bias; Personalization; Targeting; Generalized Random Forests (GRF); Discrimination; Customization and Personalization; Decision Making; Fairness; Mathematical Methods
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Ascarza, Eva, and Ayelet Israeli. "Eliminating Unintended Bias in Personalized Policies Using Bias-Eliminating Adapted Trees (BEAT)." e2115126119. Proceedings of the National Academy of Sciences 119, no. 11 (March 8, 2022).
  • 2025
  • Working Paper

Choosing and Using Information in Evaluation Decisions

By: Katherine Baldiga Coffman, Scott Kostyshak and Perihan O. Saygin
We use a controlled experiment to study how information acquisition impacts candidate evaluations. We provide evaluators with group-level information on performance and the opportunity to acquire additional, individual-level performance information before making a... View Details
Keywords: Discrimination; Beliefs; Stereotypes; Gender; Prejudice and Bias; Selection and Staffing; Performance Evaluation
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Coffman, Katherine Baldiga, Scott Kostyshak, and Perihan O. Saygin. "Choosing and Using Information in Evaluation Decisions." Working Paper, February 2025.
  • May 2018
  • Supplement

Prime Minister Shinzo Abe – Speech on Womenomics in Japan: Opening Address to the World Assembly of Women, Tokyo, August 28, 2015

By: Boris Groysberg
This video supplement is a lightly edited 2015 speech by Japanese prime minister Shinzo Abe in which he describes Womenomics--policies and aspirations to promote greater economic participation by Japan's women, thereby promoting economic growth, greater work/life... View Details
Keywords: Gender Equality; Japan; Leadership; Government-business Relations; Shinzo Abe; Economic Growth; Aging Society; Womenomics; Abenomics; Labor Market Discrimination; Workplace Culture; Women And Leadership; Change Management; Leading Change; Gender; Business and Government Relations; Growth and Development; Employment; Working Conditions
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Groysberg, Boris. "Prime Minister Shinzo Abe – Speech on Womenomics in Japan: Opening Address to the World Assembly of Women, Tokyo, August 28, 2015." Harvard Business School Multimedia/Video Supplement 418-722, May 2018.
  • February 2017 (Revised January 2018)
  • Case

Womenomics in Japan

By: Boris Groysberg, Mayuka Yamazaki, Nobuo Sato and David Lane
This case profiles Prime Minister Shinzo Abe's vigorous attempts to revive Japan's economy, specifically by advocating for a larger role for women in the economy—not as a matter of social policy or gender equity per se, but as an essential element of any solution to... View Details
Keywords: Gender Equality; Japan; Leadership; Government-business Relations; Shinzo Abe; Economic Growth; Aging Society; Womenomics; Abenomics; Labor Market Discrimination; Workplace Culture; Women And Leadership; Change Management; Leading Change; Gender; Business and Government Relations; Growth and Development; Employment; Working Conditions
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Groysberg, Boris, Mayuka Yamazaki, Nobuo Sato, and David Lane. "Womenomics in Japan." Harvard Business School Case 417-002, February 2017. (Revised January 2018.)
  • May 2018
  • Supplement

Abe on Womenomics, part 1: Introductions & Japan's Corporate Culture: Excerpt from Opening Address to the World Assembly of Women, Tokyo, August 28, 2015

By: Boris Groysberg
This video supplement part one of a lightly edited 2015 speech by Japanese prime minister Shinzo Abe in which he describes Womenomics--policies and aspirations to promote greater economic participation by Japan's women, thereby promoting economic growth, greater... View Details
Keywords: Gender Equality; Japan; Leadership; Government-business Relations; Shinzo Abe; Economic Growth; Aging Society; Womenomics; Abenomics; Labor Market Discrimination; Workplace Culture; Women And Leadership; Change Management; Leading Change; Gender; Business and Government Relations; Growth and Development; Employment; Working Conditions; Japan
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Groysberg, Boris. "Abe on Womenomics, part 1: Introductions & Japan's Corporate Culture: Excerpt from Opening Address to the World Assembly of Women, Tokyo, August 28, 2015." Harvard Business School Multimedia/Video Supplement 418-719, May 2018.
  • January 2018 (Revised June 2018)
  • Teaching Note

Womenomics in Japan

By: Boris Groysberg and David Lane
Teaching Note for HBS No. 417-002. View Details
Keywords: Gender Equality; Japan; Leadership; Government-business Relations; Shinzo Abe; Economic Growth; Aging Society; Womenomics; Abenomics; Labor Market Discrimination; Workplace Culture; Women And Leadership; Change Management; Working Conditions; Leading Change; Gender; Business and Government Relations; Growth and Development; Employment; Japan
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Groysberg, Boris, and David Lane. "Womenomics in Japan." Harvard Business School Teaching Note 418-051, January 2018. (Revised June 2018.)
  • 06 Mar 2019
  • Sharpening Your Skills

Has the Glass Ceiling Been Broken (or at Least Cracked)?

Employers Favor MenWhy are women discriminated against in hiring decisions? The reason is subtle. Simple Ways to Take Gender Bias Out of Your Job Ads The book What Works: View Details
Keywords: by Sean Silverthorne
  • December 2019 (Revised December 2021)
  • Case

Negotiating for Equal Pay: The U.S. Women's National Soccer Team (A)

By: Christine Exley, John Beshears, Manuela Collis and Davis Heniford
In 2019, members of the U.S. Women's National Soccer Team (WNT) filed a gender discrimination lawsuit against the U.S. Soccer Federation. The case describes the history of the WNT's quest for equal pay leading up to this event. View Details
Keywords: Equal Pay; Negotiation; Compensation and Benefits; Equality and Inequality; Gender; Prejudice and Bias; Negotiation Tactics; Corporate Governance; Lawsuits and Litigation; Sports; Sports Industry; United States
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Exley, Christine, John Beshears, Manuela Collis, and Davis Heniford. "Negotiating for Equal Pay: The U.S. Women's National Soccer Team (A)." Harvard Business School Case 920-029, December 2019. (Revised December 2021.)
  • September 2020 (Revised June 2023)
  • Exercise

Artea: Designing Targeting Strategies

By: Eva Ascarza and Ayelet Israeli
This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and targeting. Parts (B),(C),(D) Introduce algorithmic bias. The... View Details
Keywords: Algorithmic Data; Race And Ethnicity; Experimentation; Promotion; "Marketing Analytics"; Marketing And Society; Big Data; Privacy; Data-driven Management; Data Analytics; Data Analysis; E-Commerce Strategy; Discrimination; Targeted Advertising; Targeted Policies; Targeting; Pricing Algorithms; A/B Testing; Ethical Decision Making; Customer Base Analysis; Customer Heterogeneity; Coupons; Algorithmic Bias; Marketing; Race; Gender; Diversity; Customer Relationship Management; Marketing Communications; Advertising; Decision Making; Ethics; E-commerce; Analytics and Data Science; Retail Industry; Apparel and Accessories Industry; United States
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Ascarza, Eva, and Ayelet Israeli. "Artea: Designing Targeting Strategies." Harvard Business School Exercise 521-021, September 2020. (Revised June 2023.)
  • 09 Jan 2018
  • First Look

First Look at New Research and Ideas, January 9, 2018

paper: https://www.hbs.edu/faculty/Pages/item.aspx?num=53685 When Gender Discrimination Is Not About Gender By: Coffman, Katherine B., Christine L. Exley, and Muriel Niederle... View Details
Keywords: Sean Silverthorne
  • 11 Sep 2017
  • Research & Ideas

Why Employers Favor Men

men perform better on average at certain tasks, according to the research paper When Gender Discrimination Is Not About Gender. The paper was written by Katherine B. Coffman and Christine L. Exley, both... View Details
Keywords: by Dina Gerdeman
  • September 2003 (Revised January 2004)
  • Case

Wal-Mart Stores in 2003

By: Pankaj Ghemawat, Stephen P. Bradley and Ken Mark
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: Wages; Fairness; Corporate Strategy; Operations; Labor Unions; Problems and Challenges; Gender; Globalized Firms and Management; Competitive Advantage; Retail Industry; United States
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Ghemawat, Pankaj, Stephen P. Bradley, and Ken Mark. "Wal-Mart Stores in 2003." Harvard Business School Case 704-430, September 2003. (Revised January 2004.)
  • 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
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Cespedes, Frank V. "Wal-Mart Stores in 2003 (Abridged Version)." Harvard Business School Case 709-423, December 2008. (Revised October 2009.)
  • 2025
  • Working Paper

Discrimination, Rejection, and Job Search

By: Anne Boring, Katherine Coffman, Dylan Glover and María José González-Fuentes
We investigate how candidates’ willingness to apply responds to (potential) discrimination and rejection using a simulated labor market. Past work has shown that “blinding” job applications reduces discrimination and increases the rate at which women are hired. Our... View Details
Keywords: Job Search; Prejudice and Bias; Selection and Staffing; Demographics
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Boring, Anne, Katherine Coffman, Dylan Glover, and María José González-Fuentes. "Discrimination, Rejection, and Job Search." Working Paper, February 2025.
  • Research Summary

Overview

For the past several decades, income inequality in the United States has steadily increased. The extent of this inequality is exacerbated when making comparisons between the very rich and poor or men and women. Professor Exley’s research is driven by a desire to better... View Details
  • April 2022
  • Case

Marsha Simms: Trailblazer in Corporate Law

By: Robin Ely, Boris Groysberg, Colleen Ammerman and Olivia Hull
Follows the journey of lawyer Marsha Simms from her childhood in racially-segregated St. Louis to the upper echelons of the New York legal community. Describes her education, career choices, accomplishments, and setbacks. Highlights significant moments such as her... View Details
Keywords: Leadership; Career; Career Management; Diversity; Inclusion; Equity; Gender; Race; Corporate Finance; Law; Leadership Development; Personal Development and Career; Relationships; Power and Influence; Social and Collaborative Networks; Status and Position; Social Issues; Legal Services Industry; United States; New York (state, US)
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Ely, Robin, Boris Groysberg, Colleen Ammerman, and Olivia Hull. "Marsha Simms: Trailblazer in Corporate Law." Harvard Business School Case 422-012, April 2022.
  • 18 Jun 2024
  • Research & Ideas

What Your Non-Binary Employees Need to Do Their Best Work

When Katherine Coffman presents her research findings about how gender stereotypes shape the behavior of men and women in the workplace, she is often asked: What about non-binary individuals? “People understandably keep asking, ‘What... View Details
Keywords: by Michael Blanding
  • 2022
  • Working Paper

Politics at Work

By: Emanuele Colonnelli, Valdemar Pinho Neto and Edoardo Teso
We study how individual political views shape firm behavior and labor market outcomes. Using new micro-data on the political affiliation of business owners and private-sector workers in Brazil over the 2002–2019 period, we first document the presence of political... View Details
Keywords: Private Sector; Employees; Prejudice and Bias; Brazil
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Colonnelli, Emanuele, Valdemar Pinho Neto, and Edoardo Teso. "Politics at Work." Working Paper, December 2022.
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