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All HBS Web
(418)
- News (21)
- Research (360)
- Multimedia (1)
- Faculty Publications (286)
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- 2023
- Working Paper
Insufficiently Justified Disparate Impact: A New Criterion for Subgroup Fairness
By: Neil Menghani, Edward McFowland III and Daniel B. Neill
In this paper, we develop a new criterion, "insufficiently justified disparate impact" (IJDI), for assessing whether recommendations (binarized predictions) made by an algorithmic decision support tool are fair. Our novel, utility-based IJDI criterion evaluates false...
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Menghani, Neil, Edward McFowland III, and Daniel B. Neill. "Insufficiently Justified Disparate Impact: A New Criterion for Subgroup Fairness." Working Paper, June 2023.
- September 2020
- Article
Community-Level Postmaterialism and Anti-Migrant Attitudes:: An Original Survey on Opposition to Sub-Saharan African Migrants in the Middle East
By: Matt Buehler, Kristin Fabbe and Kyung Joon Han
Why do native citizens of the Middle East and North Africa express greater opposition to certain types of migrants, refugees, and displaced persons? Why, particularly, do they express greater opposition to sub-Saharan African migrants? This article investigates these...
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Buehler, Matt, Kristin Fabbe, and Kyung Joon Han. "Community-Level Postmaterialism and Anti-Migrant Attitudes: An Original Survey on Opposition to Sub-Saharan African Migrants in the Middle East." International Studies Quarterly 64, no. 3 (September 2020): 669–683.
- April 2010
- Supplement
Howard Roizen
By: Kathleen L. McGinn and Nicole Tempest
Howard Roizen, a venture capitalist at SOFTBANK Venture Capital and a former entrepreneur, maintains an extensive personal and professional network. He leverages this network to benefit both himself and others. The case considers the steps he's taken to build and...
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McGinn, Kathleen L., and Nicole Tempest. "Howard Roizen." Harvard Business School Supplement 910-007, April 2010.
- April 2021 (Revised April 2021)
- Teaching Plan
Nehemiah Mfg. Co.: Providing a Second Chance
By: Brian Trelstad and John Masko
Teaching Plan for HBS Case No. 320-008. In 2009, Dan Meyer and Richard Palmer, two veterans of the fast-moving consumer goods (FMCG) industry, founded Nehemiah Manufacturing to build FMCG brands while providing jobs to Cincinnati, Ohio’s beleaguered urban core. Two...
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- September 2020 (Revised July 2022)
- Supplement
Spreadsheet Supplement to Artea (B) and (C)
By: Eva Ascarza and Ayelet Israeli
Spreadsheet Supplement to "Artea (B): Including Customer-level Demographic Data" and "Artea (C): Potential Discrimination through Algorithmic Targeting"
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- Forthcoming
- Article
High-Status Teammates: Award Evaluation in the National Basketball Association
By: Dominika Kinga Randle and Letian Zhang
Social evaluations proceed in stages. First, judges filter a broad pool of candidates and pick a subset for detailed assessment. Then, the chosen group undergoes a closer examination, during which winners are selected. At both stages of the process, judges are...
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Keywords:
Performance Evaluation;
Prejudice and Bias;
Groups and Teams;
Status and Position;
Sports Industry
Randle, Dominika Kinga, and Letian Zhang. "High-Status Teammates: Award Evaluation in the National Basketball Association." Organization Science (forthcoming). (Pre-published online, May 8, 2024.)
- March 2021 (Revised September 2021)
- Case
Applied: Using Behavioral Science to Debias Hiring
By: Ashley Whillans and Jeff Polzer
The UK government’s Behavioural Insights Team (BIT) needed to hire a new associate and were trying to increase the diversity of their job candidates. This decision was based on academic research showing that recruiters and managers often fell into common traps like...
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Keywords:
Hiring;
Bias;
Behavioral Science;
Selection and Staffing;
Diversity;
Prejudice and Bias;
Information Technology;
Recruitment
Whillans, Ashley, and Jeff Polzer. "Applied: Using Behavioral Science to Debias Hiring." Harvard Business School Case 921-046, March 2021. (Revised September 2021.) (https://www.beapplied.com/.)
- December 2020
- Supplement
Video Interview with Pandwe Gibson
By: Rosabeth M. Kanter and Joyce J. Kim
Four diverse women entrepreneurs launched their ventures in a thriving entrepreneurial ecosystem that was part of a shift to a creative technology-driven economy for Miami. Although Miami was rated the #1 U.S. city for startups in 2017, the region contained structural...
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Keywords:
Female Entrepreneur;
Entrepreneurial Ecosystems;
Sexism;
Racism;
Entrepreneurship;
Business Startups;
Diversity;
Gender;
Race;
Prejudice and Bias;
City;
Culture;
Miami
Kanter, Rosabeth M., and Joyce J. Kim. "Video Interview with Pandwe Gibson." Harvard Business School Multimedia/Video Supplement 321-704, December 2020.
- October 2017 (Revised November 2017)
- Case
NYC311
By: Constantine E. Kontokosta, Mitchell Weiss, Christine Snively and Sarah Gulick
Joe Morrisroe, executive director for NYC311, had some gut instincts but no definitive answer to the question he was just asked by one of the mayor’s deputies: “Are some communities being underserved by 311? How do we know we are hearing from the right people?” Founded...
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Keywords:
New York City;
NYC;
311;
NYC311;
Big Data;
Equal Access;
Bias;
Data Analysis;
Public Entrepreneurship;
Urban Informatics;
Predictive Analytics;
Chief Data Officer;
Data Analytics;
Cities;
City Leadership;
Analytics and Data Science;
Analysis;
Prejudice and Bias;
Entrepreneurship;
Public Sector;
City;
Public Administration Industry;
New York (city, NY)
- May 2011
- Article
Overconfidence by Bayesian Rational Agents
This paper derives two mechanisms through which Bayesian-rational individuals with differing priors will tend to be relatively overconfident about their estimates and predictions, in the sense of overestimating the precision of these estimates. The intuition behind one...
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Keywords:
Decision Choices and Conditions;
Forecasting and Prediction;
Knowledge Acquisition;
Risk Management;
Prejudice and Bias
Van den Steen, Eric J. "Overconfidence by Bayesian Rational Agents." Management Science 57, no. 5 (May 2011): 884–896.
- 2006
- Working Paper
Managing Functional Biases in Organizational Forecasts: A Case Study of Consensus Forecasting in Supply Chain Planning
To date, little research has been done on managing the organizational and political dimensions of generating and improving forecasts in corporate settings. We examine the implementation of a supply chain planning process at a consumer electronics company, concentrating...
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Keywords:
Prejudice and Bias;
Business or Company Management;
Supply Chain Management;
Forecasting and Prediction;
Planning;
Electronics Industry
Oliva, Rogelio, and Noel Watson. "Managing Functional Biases in Organizational Forecasts: A Case Study of Consensus Forecasting in Supply Chain Planning." Harvard Business School Working Paper, No. 07-024, October 2006. (Revised March 2007, January 2008.)
- 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...
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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...
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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).
- December 2019 (Revised December 2021)
- Supplement
Negotiating for Equal Pay: The U.S. Women's National Soccer Team (B)
By: Christine Exley, John Beshears, Manuela Collis and Davis Heniford
Supplements the (A) case and describes the events following it
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Keywords:
Equal Pay;
Negotiation;
Compensation and Benefits;
Equality and Inequality;
Gender;
Prejudice and Bias;
Ethics;
Negotiation Tactics;
Corporate Governance;
Lawsuits and Litigation;
Sports;
Sports Industry;
United States
Exley, Christine, John Beshears, Manuela Collis, and Davis Heniford. "Negotiating for Equal Pay: The U.S. Women's National Soccer Team (B)." Harvard Business School Supplement 920-030, December 2019. (Revised December 2021.)
- August 2003 (Revised January 2013)
- Case
Multinational Corporations in Apartheid-era South Africa: The Issue of Reparations
By: Geoffrey Jones and Cate Reavis
Considers the lawsuits filed on behalf of victims of apartheid against multinationals who operated in South Africa prior to 1994. Reviews the debates about divestment from and sanctions against South Africa from the 1950s. Includes case studies of companies that...
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Keywords:
Ethics;
Multinational Firms and Management;
Government Legislation;
Lawsuits and Litigation;
Business and Government Relations;
Prejudice and Bias;
South Africa
Jones, Geoffrey, and Cate Reavis. "Multinational Corporations in Apartheid-era South Africa: The Issue of Reparations." Harvard Business School Case 804-027, August 2003. (Revised January 2013.)
- November 2007
- Case
Differences at Work: Alex (A)
By: Sandra J. Sucher and Rachel Gordon
At an interview for his dream job, Alex has been asked an inappropriate question by the interviewer. How will Alex handle the situation? Should he accept the position is offered?
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Keywords:
Prejudice and Bias;
Behavior;
Job Interviews;
Ethics;
Human Resources;
Diversity;
Power and Influence
Sucher, Sandra J., and Rachel Gordon. "Differences at Work: Alex (A)." Harvard Business School Case 408-011, November 2007.
- 2011
- Article
Bias in Search Results?: Diagnosis and Response
By: Benjamin Edelman
I explore allegations of search engine bias, including understanding a search engine's incentives to bias results, identifying possible forms of bias, and evaluating methods of verifying whether bias in fact occurs. I then consider possible legal and policy responses,...
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Keywords:
Prejudice and Bias;
Motivation and Incentives;
Outcome or Result;
Markets;
Legal Liability;
Policy;
Search Technology;
Performance Evaluation;
Governing Rules, Regulations, and Reforms
Edelman, Benjamin. "Bias in Search Results?: Diagnosis and Response." Indian Journal of Law and Technology 7 (2011): 16–32.
- June 2018
- Teaching Note
Difficult Conversations and Dealing with Challenging Situations at Work
By: Boris Groysberg and Amram Migdal
Teaching Note for HBS Nos. 416-031, 416-032, 416-033, 416-034, 416-035, and 416-036.
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Keywords:
Communication;
Communication Intention and Meaning;
Human Resources;
Employee Relationship Management;
Management Skills;
Performance;
Performance Evaluation;
Personal Development and Career;
Relationships;
Groups and Teams;
Social Psychology;
Attitudes;
Behavior;
Conflict and Resolution;
Conflict Management;
Emotions;
Perception;
Personal Characteristics;
Perspective;
Power and Influence;
Prejudice and Bias;
Reputation;
Satisfaction;
Trust
- 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...
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Keywords:
by Maggie Starvish