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    • Research  (381)
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  • All HBS Web  (433)
    • News  (20)
    • Research  (381)
    • Multimedia  (1)
  • Faculty Publications  (302)
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  • February 1997
  • Background Note

Errors in Social Judgment: Implications for Negotiation and Conflict Resolution, Part 1

For the past quarter-century, the field of social cognition has documented a number of ways in which individuals and groups are prone to make characteristic errors when judging others. This note examines the ways in which these tendencies pose difficulties for... View Details
Keywords: Prejudice and Bias; Negotiation; Conflict and Resolution
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Robinson, Robert J. "Errors in Social Judgment: Implications for Negotiation and Conflict Resolution, Part 1." Harvard Business School Background Note 897-103, February 1997.
  • Spring 2017
  • Article

Globalizing Latin American Beauty

By: Geoffrey Jones
This article discusses the growth over time of the beauty industry in Latin America and its bias towards celebrating whiter rather than darker skin. Although alleged Latin American fascination with beauty is regularly ascribed to culture, Latin sensuousness, and... View Details
Keywords: Latin America; Race And Ethnicity; Globalization; Race; Ethnicity; Prejudice and Bias; Beauty and Cosmetics Industry; Latin America
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Jones, Geoffrey. "Globalizing Latin American Beauty." ReVista: Harvard Review of Latin America 16, no. 3 (Spring 2017): 10–14.
  • March 2011
  • Supplement

The Future of BioPasteur -- Supplement

By: Giovanni Gavetti and Francesca Gino
The purpose of this exercise is to let students experience a few biases that can be deleterious to strategic decision-making. In particular, students are induced to fall into a confirmatory trap, and to experience other biases such as anchoring and sampling bias.... View Details
Keywords: Decision Making; Problems and Challenges; Prejudice and Bias
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Gavetti, Giovanni, and Francesca Gino. "The Future of BioPasteur -- Supplement." Harvard Business School Supplement 711-509, March 2011.
  • February 2005
  • Article

Do Behavioral Biases Affect Prices?

By: Joshua D. Coval and Tyler Shumway
Keywords: Behavior; Prejudice and Bias; Price
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Coval, Joshua D., and Tyler Shumway. "Do Behavioral Biases Affect Prices?" Journal of Finance 60, no. 1 (February 2005): 1–34. (Winner of Smith Breeden Prize. Best Paper For the best finance research paper published in the Journal of Finance presented by Smith Breeden Associates, Inc.​)
  • June 2023
  • Article

Amplification of Emotion on Social Media

By: Amit Goldenberg and Robb Willer
Why do expressions of emotion seem so heightened on social media? Brady et al. argue that extreme moral outrage on social media is not only driven by the producers and sharers of emotional expressions, but also by systematic biases in the way people that perceive moral... View Details
Keywords: Emotion; Perception; Prejudice and Bias; Emotions; Social Media
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Goldenberg, Amit, and Robb Willer. "Amplification of Emotion on Social Media." Nature Human Behaviour 7, no. 6 (June 2023): 845–846.
  • November–December 2021
  • Article

Does Gender Matter? The Effect of Management Responses on Reviewing Behavior

By: Davide Proserpio, Isamar Troncoso and Francesca Valsesia
We study the effect of management responses on the reviewing behavior of self-identified female and male reviewers. Using data from Tripadvisor, we show that after hotels begin to respond to reviews, the probability that a negative review comes from a self-identified... View Details
Keywords: Word Of Mouth; Online Reviews; Management Responses; E-commerce; Gender; Prejudice and Bias; Digital Platforms; Customers
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Proserpio, Davide, Isamar Troncoso, and Francesca Valsesia. "Does Gender Matter? The Effect of Management Responses on Reviewing Behavior." Marketing Science 40, no. 6 (November–December 2021): 1199–1213.
  • June 2017
  • Article

When Novel Rituals Lead to Intergroup Bias: Evidence from Economic Games and Neurophysiology

By: Nicholas M. Hobson, Francesca Gino, Michael I. Norton and Michael Inzlicht
Long-established rituals in pre-existing cultural groups have been linked to the cultural evolution of large-scale group cooperation. Here we test the prediction that novel rituals—arbitrary hand and body gestures enacted in a stereotypical and repeated fashion—can... View Details
Keywords: Ritual; Intergroup Dynamics; Intergroup Bias; Neural Reward Processing; Open Data; Open Materials; Preregistered; Groups and Teams; Behavior; Prejudice and Bias; Cooperation
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Hobson, Nicholas M., Francesca Gino, Michael I. Norton, and Michael Inzlicht. "When Novel Rituals Lead to Intergroup Bias: Evidence from Economic Games and Neurophysiology." Psychological Science 28, no. 6 (June 2017): 733–750.
  • Column

The Mind of the Negotiator: Beware Your Counterpart's Biases

By: M. H. Bazerman
Keywords: Negotiation; Prejudice and Bias
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Bazerman, M. H. "The Mind of the Negotiator: Beware Your Counterpart's Biases." Negotiation 8, no. 12 (December 2005). (newsletter.)
  • 2005
  • Chapter

Bounded Ethicality as a Psychological Barrier to Recognizing Conflicts of Interest

By: Dolly Chugh, Max H. Bazerman and Mahzarin R. Banaji
Keywords: Ethics; Prejudice and Bias
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Chugh, Dolly, Max H. Bazerman, and Mahzarin R. Banaji. "Bounded Ethicality as a Psychological Barrier to Recognizing Conflicts of Interest." In Conflicts of Interest, edited by D. Moore, G. Loewenstein, D. Cain, and M. H. Bazerman. Cambridge University Press, 2005.
  • 2025
  • Working Paper

Greenlighting Innovative Projects: How Evaluation Format Shapes the Perceived Feasibility of Early-Stage Ideas

By: Jacqueline N. Lane, Simon Friis, Tianxi Cai, Michael Menietti, Griffin Weber and Eva C. Guinan
The evaluation of innovative early-stage projects is essential for allocating limited resources. We investigate how the evaluation format affects the identification of feasibility issues through a field experiment at a leading research university. Experts were... View Details
Keywords: Innovation Evaluation; Evaluation Criteria; Feasibility Assessment; Attention Allocation; Cognitive Mechanisms; Field Experiment; Research; Performance Evaluation; Innovation and Invention; Prejudice and Bias
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Lane, Jacqueline N., Simon Friis, Tianxi Cai, Michael Menietti, Griffin Weber, and Eva C. Guinan. "Greenlighting Innovative Projects: How Evaluation Format Shapes the Perceived Feasibility of Early-Stage Ideas." Harvard Business School Working Paper, No. 24-064, March 2024. (Revised May 2025.)
  • 2016
  • Working Paper

PathBreakers? Women's Electoral Success and Future Political Participation

By: Sonia Bhalotra, Irma Clots-Figueras and Lakshmi Iyer
We investigate whether the event of a woman being competitively elected as a state legislator encourages the subsequent political participation of women, using a regression discontinuity design on constituency level data from India. We find that female incumbents are... View Details
Keywords: Political Participation; Women; Candidates; Gender Bias; Backlash; Minority Representation; Regression Discontinuity; India; Prejudice and Bias; Political Elections; Gender; Public Administration Industry; India
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Bhalotra, Sonia, Irma Clots-Figueras, and Lakshmi Iyer. "PathBreakers? Women's Electoral Success and Future Political Participation." Harvard Business School Working Paper, No. 14-035, November 2013. (Revised January 2016.)
  • June 2010
  • Article

Correspondence Bias in Performance Evaluation: Why Grade Inflation Works

By: D. A. Moore, S. A. Swift, Z. S. Sharek and F. Gino
Keywords: Prejudice and Bias; Performance Evaluation; Inflation and Deflation
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Moore, D. A., S. A. Swift, Z. S. Sharek, and F. Gino. "Correspondence Bias in Performance Evaluation: Why Grade Inflation Works." Personality and Social Psychology Bulletin 36, no. 6 (June 2010): 843–852.
  • 20 Jul 2016
  • Research & Ideas

Airplane Design Brings Out the Class Warfare in Us All

This scenario may sound familiar, unfortunately: Your flight begins with poking and prodding by the TSA agent, all to wait for the inevitable delayed departure. Boarding extends the indignities: more waiting while your section is called, followed by a squeeze down the... View Details
Keywords: by Dina Gerdeman; Air Transportation; Sports; Travel
  • 2024
  • Working Paper

A Gender Backlash: Does Exposure to Female Labor Market Participation Fuel Gender Conservatism?

By: Paula Rettl, Diane Bolet, Catherine E. De Vries, Simone Cremaschi, Tarik Abou-Chadi and Sergi Pardos-Prado
The growing participation of women in the labor market has marked a significant societal transformation, coinciding with the rise of gender conservatism and far-right support. We study whether the economic consequences of labor market feminization and gender backlash... View Details
Keywords: Gender Bias; Gender Equality; Gender Inclusivity; Politics; Political Backlash; Political Culture; Conservatism; Gender; Government and Politics; Equality and Inequality; Prejudice and Bias; Labor
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Rettl, Paula, Diane Bolet, Catherine E. De Vries, Simone Cremaschi, Tarik Abou-Chadi, and Sergi Pardos-Prado. "A Gender Backlash: Does Exposure to Female Labor Market Participation Fuel Gender Conservatism?" Harvard Business School Working Paper, No. 25-022, November 2024.
  • March 2021
  • Supplement

Applied: Using Behavioral Science to Debias Hiring (B)

By: Ashley Whillans and Jeff Polzer
At the end of 2018, Applied faced questions of stakeholder management and scale. Glazebrook wanted clients to get rid of CVs altogether. To do this, they would have to help hiring managers and recruiters easily build task-based assessments of the skills that their... View Details
Keywords: Hiring; Bias; Behavioral Science; Selection and Staffing; Prejudice and Bias; Information Technology; Competency and Skills
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Whillans, Ashley, and Jeff Polzer. "Applied: Using Behavioral Science to Debias Hiring (B)." Harvard Business School Supplement 921-047, March 2021.
  • 21 Feb 2012
  • Research & Ideas

Leadership Program for Women Targets Subtle Promotion Biases

For the last quarter century, many fought hard to overcome gender discrimination in the workplace by raising awareness, strengthening antidiscrimination policies, and encouraging more women to enter the corporate world. At first blush, that work appeared to pay off.... View Details
Keywords: by Maggie Starvish
  • 01 Sep 1979
  • Conference Presentation

Insecurity Begets Negativity: A Bias in Interpersonal Evaluation

By: Teresa M. Amabile
Keywords: Behavior; Emotions; Prejudice and Bias
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Amabile, Teresa M. "Insecurity Begets Negativity: A Bias in Interpersonal Evaluation." Paper presented at the Annual Convention of the American Psychological Association, American Psychological Association, New York, September 01, 1979.
  • 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).
  • 2021
  • Chapter

Towards a Unified Framework for Fair and Stable Graph Representation Learning

By: Chirag Agarwal, Himabindu Lakkaraju and Marinka Zitnik
As the representations output by Graph Neural Networks (GNNs) are increasingly employed in real-world applications, it becomes important to ensure that these representations are fair and stable. In this work, we establish a key connection between counterfactual... View Details
Keywords: Graph Neural Networks; AI and Machine Learning; Prejudice and Bias
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Agarwal, Chirag, Himabindu Lakkaraju, and Marinka Zitnik. "Towards a Unified Framework for Fair and Stable Graph Representation Learning." In Proceedings of the 37th Conference on Uncertainty in Artificial Intelligence, edited by Cassio de Campos and Marloes H. Maathuis, 2114–2124. AUAI Press, 2021.
  • September 2018
  • Article

Do Experts or Crowd-Based Models Produce More Bias? Evidence from Encyclopædia Britannica and Wikipedia

By: Shane Greenstein and Feng Zhu
Organizations today can use both crowds and experts to produce knowledge. While prior work compares the accuracy of crowd-produced and expert-produced knowledge, we compare bias in these two models in the context of contested knowledge, which involves subjective,... View Details
Keywords: Online Community; Collective Intelligence; Wisdom Of Crowds; Bias; Wikipedia; Britannica; Knowledge Production; Knowledge Sharing; Knowledge Dissemination; Prejudice and Bias
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Greenstein, Shane, and Feng Zhu. "Do Experts or Crowd-Based Models Produce More Bias? Evidence from Encyclopædia Britannica and Wikipedia." MIS Quarterly 42, no. 3 (September 2018): 945–959.
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