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(433)
- News (20)
- Research (381)
- Multimedia (1)
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- November 2022
- Technical Note
Leader Action Orientations
By: Ryan Raffaelli, Akshaya Varghese and Laura Weimer
Leaders are responsible for planning and executing actions that advance organizational goals. As individuals gain career experience, they tend to develop and rely on implicit mental models that shape how they go about “getting things done.” Without knowing it, most... View Details
Keywords: Leadership Development; Prejudice and Bias; Cognition and Thinking; Decision Making; Behavior
Raffaelli, Ryan, Akshaya Varghese, and Laura Weimer. "Leader Action Orientations." Harvard Business School Technical Note 423-050, November 2022.
- May 28, 2018
- Article
How Companies Can Identify Racial and Gender Bias in Their Customer Service
By: Alexandra C. Feldberg and Tami Kim
Research shows that minority customers — blacks and Asians — regularly receive worse customer service than whites in ways that are not immediately obvious to onlookers (or even managers). These results prompt a couple of questions for executives and managers. One, does... View Details
Keywords: Internal Audit; Customers; Service Delivery; Prejudice and Bias; Race; Gender; Organizational Change and Adaptation
Feldberg, Alexandra C., and Tami Kim. "How Companies Can Identify Racial and Gender Bias in Their Customer Service." Harvard Business Review (website) (May 28, 2018).
- January 2010
- Article
The Role of Experience in the Gambler's Fallacy
By: Greg Barron and Stephen Leider
Recent papers have demonstrated that the way people acquire information about a decision problem, by experience or by abstract description, can affect their behavior. We examined the role of experience over time in the emergence of the Gambler's Fallacy in binary... View Details
Keywords: Experience and Expertise; Decision Making; Forecasting and Prediction; Knowledge Acquisition; Outcome or Result; Game Theory; Prejudice and Bias
Barron, Greg, and Stephen Leider. "The Role of Experience in the Gambler's Fallacy." Special Issue on Decisions from Experience. Journal of Behavioral Decision Making 23, no. 1 (January 2010).
- 2008
- Chapter
Identity Negotiation Processes Amidst Diversity: Understanding the Influence of Social Identity and Status Differences
By: Jeffrey T. Polzer and Heather M. Caruso
We integrate an identity negotiation framework with research on diversity, social identity theory, and status differences. This integration reveals the distinct advantages and challenges that high and low status people face when they engage in identity negotiation... View Details
- 04 Feb 2020
- Cold Call Podcast
Why Backstage Capital Invests in ‘Underestimated’ Entrepreneurs
Keywords: Financial Services
- 2024
- Working Paper
How Real Is Hypothetical?: A High-Stakes Test of the Allais Paradox
By: Uri Gneezy, Yoram Halevy, Brian Hall, Theo Offerman and Jeroen van de Ven
Researchers in behavioral and experimental economics often argue that only
incentive-compatible mechanisms can elicit effort and truthful responses from participants.
Others argue that participants make less-biased decisions when the stakes
are sufficiently high.... View Details
Gneezy, Uri, Yoram Halevy, Brian Hall, Theo Offerman, and Jeroen van de Ven. "How Real Is Hypothetical? A High-Stakes Test of the Allais Paradox." Harvard Business School Working Paper, No. 25-005, August 2024.
- July 2024
- Article
Acceptance of Automated Vehicles Is Lower for Self than Others
By: Stuti Agarwal, Julian De Freitas, Anya Ragnhildstveit and Carey K. Morewedge
Road traffic accidents are the leading cause of death worldwide for people aged 2–59. Nearly all deaths are due to human error. Automated vehicles could reduce mortality risks, traffic congestion, and air pollution of human-driven vehicles. However, their adoption... View Details
Agarwal, Stuti, Julian De Freitas, Anya Ragnhildstveit, and Carey K. Morewedge. "Acceptance of Automated Vehicles Is Lower for Self than Others." Journal of the Association for Consumer Research 9, no. 3 (July 2024): 269–281.
- May 2021
- Supplement
Career at a Crossroads? (B)
By: James K. Sebenius and Alex Green
A career professional at a major consumer goods company, Kym Lew Nelson is hoping to negotiate a promotion to vice president, which would make her one of the senior-most African American women in the organization. But when Nelson’s white German boss arrives in the... View Details
Sebenius, James K., and Alex Green. "Career at a Crossroads? (B)." Harvard Business School Supplement 921-019, May 2021.
- 20 Jul 2020
- Working Paper Summaries
The Pursuit of Passion Propagates Privilege
Keywords: by Josephine Tan and Jon M. Jachimowicz
- 18 Jun 2012
- Research & Ideas
Better by the Bunch: Evaluating Job Candidates in Groups
New research suggests that organizations wishing to avoid gender stereotyping in the hiring or promotion process-and employ the most productive person instead—should evaluate job candidates as a group, rather than one at a time. “The three of us have produced one of... View Details
Keywords: by Maggie Starvish
- 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
Hammond, Janice H., and Roy D. Shapiro. "Quantum Semiconductor, Inc." Harvard Business School Case 690-059, February 1990. (Revised March 1990.)
- September 2020 (Revised June 2023)
- Supplement
Spreadsheet Supplement to Artea Teaching Note
By: Eva Ascarza and Ayelet Israeli
Spreadsheet Supplement to Artea Teaching Note 521-041. 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... View Details
- 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
Ascarza, Eva, and Ayelet Israeli. "Artea (D): Discrimination through Algorithmic Bias in Targeting." Harvard Business School Exercise 521-043, September 2020. (Revised July 2022.)
- 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
- 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
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
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
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.
- February 1997
- Background Note
Errors in Social Judgment: Implications for Negotiation and Conflict Resolution--Part 2: Partisan Perceptions
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
Robinson, Robert J. "Errors in Social Judgment: Implications for Negotiation and Conflict Resolution--Part 2: Partisan Perceptions." Harvard Business School Background Note 897-104, February 1997.
- 2003
- Chapter
Venture Capital Access in The New Economy: Is Gender an Issue?
By: Candida G. Brush, Nancy M. Carter, Elizabeth Gatewood, Patricia G. Greene and Myra M. Hart
Brush, Candida G., Nancy M. Carter, Elizabeth Gatewood, Patricia G. Greene, and Myra M. Hart. "Venture Capital Access in The New Economy: Is Gender an Issue?" In The Emergence of Entrepreneurship Policy: Governance, Start-ups and Growth in the Knowledge Economy, edited by David Hart. Cambridge, U.K.: Cambridge University Press, 2003.