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  • All HBS Web  (502)
    • News  (119)
    • Research  (289)
    • Events  (8)
    • Multimedia  (12)
  • Faculty Publications  (168)
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  • 2018
  • Chapter

Organizational Remedies for Discrimination

By: R. Ely and A. Feldberg
Laws now exist to protect employees from blatant forms of discrimination in hiring and promotion, but workplace discrimination persists in latent forms. These “second-generation” forms of bias arise in workplace structures, practices, and patterns of interaction that... View Details
Keywords: Discrimination; Prejudice and Bias; Equality and Inequality
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Ely, R., and A. Feldberg. "Organizational Remedies for Discrimination." In The Oxford Handbook of Workplace Discrimination, edited by Adrienne J. Colella and Eden B. King, 387–410. New York: Oxford University Press, 2018.
  • June 2021
  • Article

The Role of Beliefs in Driving Gender Discrimination

By: Katherine B. Coffman, Christine L. Exley and Muriel Niederle
While there is ample evidence of discrimination against women in the workplace, it can be difficult to understand what factors contribute to discriminatory behavior. We use an experiment to both document discrimination and unpack its sources. First, we show that, on... View Details
Keywords: Gender Discrimination; Behavioral Decision Making; Gender; Attitudes; Prejudice and Bias; Economics; Behavior; Decision Making
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Coffman, Katherine B., Christine L. Exley, and Muriel Niederle. "The Role of Beliefs in Driving Gender Discrimination." Management Science 67, no. 6 (June 2021).
  • 2023
  • Working Paper

Scapegoating and Discrimination in Times of Crisis: Evidence from Airbnb

By: Michael Luca, Elizaveta Pronkina and Michelangelo Rossi
We present evidence that discrimination against Asian-American Airbnb users sharply increased at the start of the COVID-19 pandemic. Using a DiD approach, we find that hosts with distinctively Asian names experienced a 20 percent decline in guests relative to hosts... View Details
Keywords: Discrimination; Behavioral Economics; Market Design; Health Pandemics; Prejudice and Bias; Digital Platforms; Design
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Luca, Michael, Elizaveta Pronkina, and Michelangelo Rossi. "Scapegoating and Discrimination in Times of Crisis: Evidence from Airbnb." Harvard Business School Working Paper, No. 23-012, August 2022. (Revised March 2023.)
  • April 2017
  • Article

Racial Discrimination in the Sharing Economy: Evidence from a Field Experiment

By: Benjamin Edelman, Michael Luca and Daniel Svirsky
In an experiment on Airbnb, we find that applications from guests with distinctively African-American names are 16% less likely to be accepted relative to identical guests with distinctively White names. Discrimination occurs among landlords of all sizes, including... View Details
Keywords: Discrimination; Field Experiment; Bias; Airbnb; Prejudice and Bias; Race; Accommodations Industry
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Edelman, Benjamin, Michael Luca, and Daniel Svirsky. "Racial Discrimination in the Sharing Economy: Evidence from a Field Experiment." American Economic Journal: Applied Economics 9, no. 2 (April 2017): 1–22.
  • September 2020 (Revised July 2022)
  • Exercise

Artea (D): Discrimination through Algorithmic Bias in Targeting

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: Targeted Advertising; Discrimination; Algorithmic Data; Bias; Advertising; Race; Gender; Marketing; Diversity; Customer Relationship Management; Prejudice and Bias; Analytics and Data Science; Retail Industry; Apparel and Accessories Industry; Technology Industry; United States
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Ascarza, Eva, and Ayelet Israeli. "Artea (D): Discrimination through Algorithmic Bias in Targeting." Harvard Business School Exercise 521-043, September 2020. (Revised July 2022.)
  • December 2022
  • Article

Different Roots, Different Fruits: Gender-Based Differences in Cultural Narratives about Perceived Discrimination Produce Divergent Psychological Consequences

By: Leigh Plunkett Tost, Ashley E. Hardin and Francesca Gino
We examine whether narratives about, and the psychological consequences of, perceived gender discrimination differ between women and men. We argue that women and men have different dominant narratives about the reasons why people discriminate against people of their... View Details
Keywords: Gender Discrimination; Organizations; Prejudice and Bias; Gender; Perception
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Tost, Leigh Plunkett, Ashley E. Hardin, and Francesca Gino. "Different Roots, Different Fruits: Gender-Based Differences in Cultural Narratives about Perceived Discrimination Produce Divergent Psychological Consequences." Academy of Management Journal 65, no. 6 (December 2022): 1804–1834.
  • December 1990 (Revised June 1993)
  • Background Note

Price Discrimination

This note, which is introductory in nature, provides a classification scheme for some of the more common examples of price discrimination. For each case that is discussed, the note characterizes the appropriate market segments, the alternative product "versions," and... View Details
Keywords: Price; Segmentation
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Dhebar, Anirudh S. "Price Discrimination." Harvard Business School Background Note 191-105, December 1990. (Revised June 1993.)
  • August 2022 (Revised January 2023)
  • Supplement

Racial Discrimination on Airbnb (B)

By: Michael Luca and Stacy Straaberg
The (B) case picks up following the events of the (A) case, and outlines the steps Airbnb took to address racial discrimination on its platform. View Details
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Luca, Michael, and Stacy Straaberg. "Racial Discrimination on Airbnb (B)." Harvard Business School Supplement 923-004, August 2022. (Revised January 2023.)
  • Article

They Are Us? The Mediating Effects of Compatibility-based Trust on the Relationship Between Discrimination and Overall Trust

By: Mariska Kappmeier, Bushra Guenoun and Remaya Campbell
The tragic Christchurch massacre brought the dangers of social ‘othering’ to the forefront of public attention. While the extreme nature of the attack shocked majority and minority groups alike, overt and latent discrimination are common experiences for many minorities... View Details
Keywords: Intergroup Conflict; Discrimination; Trust; Prejudice and Bias; Perception; New Zealand
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Kappmeier, Mariska, Bushra Guenoun, and Remaya Campbell. "They Are Us? The Mediating Effects of Compatibility-based Trust on the Relationship Between Discrimination and Overall Trust." New Zealand Journal of Psychology 48, no. 1 (April 2019): 97–105.
  • March 2020 (Revised August 2022)
  • Case

Racial Discrimination on Airbnb (A)

By: Michael Luca, Scott Stern, Devin Cook and Hyunjin Kim
Facing mounting criticism and evidence of widespread racial discrimination on the platform, apartment rental platform Airbnb needed to decide a path forward. For years, Airbnb had given hosts extensive discretion about whether to reject a guest after seeing little more... View Details
Keywords: Platform Design; Digital Platforms; Design; Prejudice and Bias; Trust; Problems and Challenges
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Luca, Michael, Scott Stern, Devin Cook, and Hyunjin Kim. "Racial Discrimination on Airbnb (A)." Harvard Business School Case 920-051, March 2020. (Revised August 2022.)
  • 31 Jan 2023
  • Cold Call Podcast

Addressing Racial Discrimination on Airbnb

Keywords: Web Services
  • October 10, 2022
  • Article

Ensuring Your Products Aren’t Used for Discrimination

By: Michael Luca, Elizaveta Pronkina and Michaelangelo Rossi
Discrimination is both a societal and a business issue. And, the extent to which discrimination is allowed to affect a company is a decision that is made by business leaders. Fortunately, there is a growing toolkit for leaders who want to create a more inclusive... View Details
Keywords: Social Issues; Leading Change; Prejudice and Bias
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Luca, Michael, Elizaveta Pronkina, and Michaelangelo Rossi. "Ensuring Your Products Aren’t Used for Discrimination." Harvard Business Review Digital Articles (October 10, 2022).
  • 14 Dec 2015
  • Research & Ideas

Airbnb Hosts Discriminate Against African-American Guests

Professor Michael Luca and Daniel Svirsky, a doctoral student at HBS. “However, these features may also facilitate discrimination based on sellers' race, gender, age, or other characteristics.” To test for racial View Details
Keywords: by Carmen Nobel; Accommodations; Web Services
  • November, 2016
  • Article

Fixing Discrimination in Online Marketplaces

By: Ray Fisman and Michael Luca
Online marketplaces such as eBay, Uber, and Airbnb have the potential to reduce racial, gender, and other forms of bias that affect the off-line world. And in the early days of Internet commerce, the relative anonymity of transactions did make it harder for... View Details
Keywords: Prejudice and Bias; Digital Platforms; Internet and the Web; Race; Gender
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Fisman, Ray, and Michael Luca. "Fixing Discrimination in Online Marketplaces." Harvard Business Review 94, no. 12 (November, 2016): 88–95.
  • 22 Jan 2018
  • Working Paper Summaries

When Gender Discrimination Is Not About Gender

Keywords: by Katherine B. Coffman, Christine L. Exley, and Muriel Niederle
  • 28 Jul 2020
  • Research & Ideas

Racism and Digital Design: How Online Platforms Can Thwart Discrimination

Having uncovered the scope of discrimination taking place against Black guests and hosts on Airbnb, researcher Michael Luca and his colleagues put together a toolkit to aid managers in recognizing and mitigating View Details
Keywords: by Kristen Senz; Travel; Entertainment & Recreation; Service
  • Article

Big Data and Discrimination

By: Talia B Gillis and Jann Spiess
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Gillis, Talia B., and Jann Spiess. "Big Data and Discrimination." University of Chicago Law Review 86, no. 2 (April 2019): 459–487.
  • 1976
  • Book

Discrimination in Rural Housing

By: Dutch Leonard, Janet K. Marantz and Karl E. Case
Keywords: Housing; Attitudes
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Leonard, Dutch, Janet K. Marantz, and Karl E. Case. Discrimination in Rural Housing. Lexington, MA: D.C. Heath and Company, 1976.
  • September 2020 (Revised July 2022)
  • Exercise

Artea (C): Potential Discrimination through Algorithmic Targeting

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: Targeting; Algorithmic Bias; Race; Gender; Marketing; Diversity; Customer Relationship Management; Prejudice and Bias; Retail Industry; Apparel and Accessories Industry; Technology Industry; United States
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Ascarza, Eva, and Ayelet Israeli. "Artea (C): Potential Discrimination through Algorithmic Targeting." Harvard Business School Exercise 521-037, September 2020. (Revised July 2022.)
  • Article

Beyond Dislike: Blatant Dehumanization Predicts Teacher Discrimination

By: Emile Bruneau, Hanna Szekeres, Nour Kteily, Linda Tropp and Anna Kende
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Bruneau, Emile, Hanna Szekeres, Nour Kteily, Linda Tropp, and Anna Kende. "Beyond Dislike: Blatant Dehumanization Predicts Teacher Discrimination." Group Processes & Intergroup Relations 23, no. 4 (June 2020): 560–577.
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