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- September–October 2021
- Article
Frontiers: Can an AI Algorithm Mitigate Racial Economic Inequality? An Analysis in the Context of Airbnb
By: Shunyuan Zhang, Nitin Mehta, Param Singh and Kannan Srinivasan
We study the effect of Airbnb’s smart-pricing algorithm on the racial disparity in the daily revenue earned by Airbnb hosts. Our empirical strategy exploits Airbnb’s introduction of the algorithm and its voluntary adoption by hosts as a quasi-natural experiment. Among...
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Keywords:
Smart Pricing;
Pricing Algorithm;
Machine Bias;
Discrimination;
Racial Disparity;
Social Inequality;
Airbnb Revenue;
Revenue;
Race;
Equality and Inequality;
Prejudice and Bias;
Price;
Mathematical Methods;
Accommodations Industry
Zhang, Shunyuan, Nitin Mehta, Param Singh, and Kannan Srinivasan. "Frontiers: Can an AI Algorithm Mitigate Racial Economic Inequality? An Analysis in the Context of Airbnb." Marketing Science 40, no. 5 (September–October 2021): 813–820.
- August 2021
- Case
Zoom Video Communications: Building a Culture of Diversity, Equity, & Inclusion During COVID-19
By: Karen G. Mills, Scott Duke Kominers, Christopher Stanton, Andy Wu, George Gonzalez and Gabriella Elanbeck
Keywords:
Diversity Management;
Diversity Training;
Cultural Change;
Cultural Diversity;
Inclusion;
Inclusive Growth;
Inclusive Hiring;
Hiring;
Hiring Of Employees;
Recruiting;
Performance Management;
Change Leadership;
Race And Ethnicity;
Racial Bias;
Racial Disparity;
Racial Injustice;
Racial Tensions;
Racism;
Organization;
Organization Process;
Organization Structure;
Structural/institutional Racism;
Leadership And Change Management;
Leadership And Managing People;
Leading;
Gender Bias;
Discrimination;
Inequalities;
Inequality;
Social Change;
Employee Attitude Development And Empowerment;
Employee Bonding;
Employee Empowerment;
Employee Engagement;
Employee Fairness;
Employee Morale;
Employee Performance Management;
Employee Relations;
Company Culture;
Company Values;
Values;
COVID-19 Pandemic;
Demographics;
Diversity;
Age;
Ethnicity;
Gender;
Business Processes;
Change Management;
Change;
Race;
Human Capital;
Human Resources;
Compensation and Benefits;
Employees;
Employee Relationship Management;
Recruitment;
Retention;
Selection and Staffing;
Jobs and Positions;
Job Interviews;
Leadership;
Leading Change;
Management;
Management Teams;
Business or Company Management;
Crisis Management;
Goals and Objectives;
Growth and Development;
Growth and Development Strategy;
Growth Management;
Management Style;
Organizational Change and Adaptation;
Organizational Culture;
Organizational Design;
Organizational Structure;
Organizations;
Mission and Purpose;
Culture;
Happiness;
Prejudice and Bias;
Satisfaction;
Equity;
Identity;
Leadership Style;
Values and Beliefs;
Technology Industry;
United States
- 2021
- Working Paper
Racial Disparities in the Paycheck Protection Program
By: Sergey Chernenko and David S. Scharfstein
Using a large sample of Florida restaurants, we document significant racial disparities in borrowing through the Paycheck Protection Program (PPP) and investigate the causes of these disparities. Black-owned restaurants are 25% less likely to receive PPP loans....
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Keywords:
Discrimination;
Paycheck Protection Program;
Economic Injury Disaster Loans;
Bank Lending;
Nonbank Lending;
Banks and Banking;
Financing and Loans;
Prejudice and Bias;
Race
Chernenko, Sergey, and David S. Scharfstein. "Racial Disparities in the Paycheck Protection Program." SSRN Working Paper Series, August 2021. (NBER Working Paper Series, No. 29748, February 2022.)
- July 2021 (Revised January 2022)
- Case
K.C. Li: The Tungsten King
By: Geoffrey Jones and Casey Verkamp
This case examines the business career of Kuo-Ching Li, who was born in China in 1892, and built a successful minerals trading business called Wah Chang in the United States during the interwar years. He acquired a prominent role in tungsten, the strongest natural...
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Keywords:
Immigration Acts;
China;
Racial Bias;
Globalization;
Government and Politics;
Business History;
Entrepreneurship;
Business and Government Relations;
Mining Industry;
China;
United States;
Latin America
Jones, Geoffrey, and Casey Verkamp. "K.C. Li: The Tungsten King." Harvard Business School Case 322-024, July 2021. (Revised January 2022.)
- July 2021 (Revised October 2021)
- Case
Trouble at Basecamp: Managing Politics, Polarization, and Conflict in the Workplace (A)
By: Nour Kteily, Deepak Malhotra and David Lane
As founders of the software company Basecamp, Jason Fried and David H. Hansson were used to being the subjects of social media attention. Both maintained active and dedicated Twitter followings for their unique perspectives on management and life. But on April 26,...
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Keywords:
Change;
Communication;
Policy;
Diversity;
Fairness;
Values and Beliefs;
Governance;
Employees;
Working Conditions;
Leading Change;
Leadership Style;
Mission and Purpose;
Organizational Culture;
Work-Life Balance;
Labor and Management Relations;
Conflict and Resolution;
Identity;
Social Issues;
Equality and Inequality;
Digital Platforms;
Conflict Management;
Information Technology Industry;
United States
Kteily, Nour, Deepak Malhotra, and David Lane. "Trouble at Basecamp: Managing Politics, Polarization, and Conflict in the Workplace (A)." Harvard Business School Case 922-003, July 2021. (Revised October 2021.)
- July 2021
- Article
Structuring Local Environments to Avoid Diversity: Anxiety Drives Whites' Geographical and Institutional Self-Segregation Preferences
By: Eric Anicich, Jon M. Jachimowicz, Merrick Osborne and L. Taylor Phillips
The current research explores how local racial diversity affects Whites’ efforts to structure their local communities to avoid incidental intergroup contact. In two experimental studies (N=509; Studies 1a-b), we consider Whites’ choices to structure a fictional,...
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Keywords:
Segregration;
Structural/institutional Racism;
Organizational Exclusion;
Diversity;
Race;
Organizations;
Local Range;
Prejudice and Bias
Anicich, Eric, Jon M. Jachimowicz, Merrick Osborne, and L. Taylor Phillips. "Structuring Local Environments to Avoid Diversity: Anxiety Drives Whites' Geographical and Institutional Self-Segregation Preferences." Art. 104117. Journal of Experimental Social Psychology 95 (July 2021).
- May 2021
- Teaching Note
Megan Ming Francis: Leadership and Racial Injustice
Teaching Note for Multimedia Case No. 921-701.
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- May 2021
- Case
Megan Ming Francis: Leadership and Racial Injustice
By: Francesca Gino and Frances X. Frei
In this multimedia case, Megan Ming Francis, a professor in the Department of Political Science at the University of Washington (UW) and a visiting professor at the Harvard Kennedy School, discusses the roots of racial injustice and the need for change. Through...
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Keywords:
Racial Injustice;
Race;
Prejudice and Bias;
Organizational Change and Adaptation;
Leadership
Gino, Francesca, and Frances X. Frei. "Megan Ming Francis: Leadership and Racial Injustice." Harvard Business School Multimedia/Video Case 921-701, May 2021.
- February 2021
- Case
The Tulsa Massacre and the Call for Reparations
By: Mihir Desai, Ruth Page, Suzanne Antoniou and Leanne Fan
How should historic social injustices be addressed? Survivors of the 1921 Tulsa Massacre and their descendants, including Representative Regina Goodwin of Tulsa, believe they should be addressed through reparations and have consequently continued to push the government...
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Keywords:
Costs And Consequences;
Decisions;
Judgment And Decision-making;
Lawsuit;
Leading Change;
Conflict Resolution;
Perspective Taking;
Prejudice;
Bias;
Reparations;
Decision Making;
Decision Choices and Conditions;
Cost vs Benefits;
Judgments;
Race;
Ethics;
Fairness;
Moral Sensibility;
Values and Beliefs;
Conflict Management;
Governance;
Corporate Accountability;
Corporate Governance;
Governing Rules, Regulations, and Reforms;
Policy;
Government and Politics;
Government Legislation;
History;
Lawsuits and Litigation;
Legal Liability;
Mission and Purpose;
Corporate Social Responsibility and Impact;
Motivation and Incentives;
Civil Society or Community;
Social Issues;
Oklahoma;
Tulsa;
United States
Desai, Mihir, Ruth Page, Suzanne Antoniou, and Leanne Fan. "The Tulsa Massacre and the Call for Reparations." Harvard Business School Multimedia/Video Case 221-707, February 2021.
- December 2020 (Revised February 2021)
- Supplement
The Tulsa Massacre and the Call for Reparations
By: Mihir A. Desai and Suzanne Antoniou
How should historic social injustices be addressed? Survivors of the 1921 Tulsa Massacre and their descendants, including Representative Regina Goodwin of Tulsa, believe they should be addressed through reparations and have consequently continued to push the government...
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Keywords:
Cost vs Benefits;
Decision Choices and Conditions;
Decisions;
Judgments;
Race;
Fairness;
Moral Sensibility;
Values and Beliefs;
Corporate Accountability;
Corporate Governance;
Policy;
Governing Rules, Regulations, and Reforms;
Government Legislation;
Government and Politics;
Government Administration;
Lawsuits and Litigation;
Legal Liability;
Leading Change;
Mission and Purpose;
Corporate Social Responsibility and Impact;
Conflict and Resolution;
Conflict Management;
Loss;
Motivation and Incentives;
Perspective;
Prejudice and Bias;
Civil Society or Community;
Social Issues;
Welfare;
Tulsa;
Oklahoma;
United States
- December 2020 (Revised February 2021)
- Teaching Note
The Tulsa Massacre and the Call for Reparations
By: Mihir A. Desai and Suzanne Antoniou
How should historic social injustices be addressed? Survivors of the 1921 Tulsa Massacre and their descendants, including Representative Regina Goodwin of Tulsa, believe they should be addressed through reparations and have consequently continued to push the government...
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Keywords:
Cost vs Benefits;
Decision Choices and Conditions;
Decisions;
Judgments;
Race;
Fairness;
Moral Sensibility;
Values and Beliefs;
Corporate Accountability;
Corporate Governance;
Policy;
Governing Rules, Regulations, and Reforms;
Government Legislation;
Government and Politics;
Government Administration;
Lawsuits and Litigation;
Legal Liability;
Leading Change;
Mission and Purpose;
Corporate Social Responsibility and Impact;
Conflict and Resolution;
Conflict Management;
Loss;
Motivation and Incentives;
Perspective;
Prejudice and Bias;
Civil Society or Community;
Social Issues;
Welfare;
Tulsa;
Oklahoma;
United States
- November–December 2020
- Article
Getting Serious About Diversity: Enough Already with the Business Case
By: Robin Ely and David A. Thomas
Leaders may mean well when they tout the economic payoffs of hiring more women and people of color, but there is no research support for the notion that diversifying the workforce automatically improves a company’s performance. This article critiques the popular...
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Ely, Robin, and David A. Thomas. "Getting Serious About Diversity: Enough Already with the Business Case." Harvard Business Review 98, no. 6 (November–December 2020). (Winner of the 2020 HBR McKinsey Award for the best article of the year in Harvard Business Review.)
- October 2020 (Revised February 2021)
- Case
The Tulsa Massacre and the Call for Reparations
By: Mihir A. Desai, Suzanne Antoniou and Leanne Fan
How should historic social injustices be addressed? Survivors of the 1921 Tulsa Massacre and their descendants, including Representative Regina Goodwin of Tulsa, believe they should be addressed through reparations and have consequently continued to push the government...
View Details
Keywords:
Cost vs Benefits;
Decision Choices and Conditions;
Decisions;
Judgments;
Race;
Fairness;
Moral Sensibility;
Values and Beliefs;
Corporate Accountability;
Corporate Governance;
Policy;
Governing Rules, Regulations, and Reforms;
Government Legislation;
Government and Politics;
Government Administration;
Lawsuits and Litigation;
Legal Liability;
Leading Change;
Mission and Purpose;
Corporate Social Responsibility and Impact;
Conflict and Resolution;
Conflict Management;
Loss;
Motivation and Incentives;
Perspective;
Prejudice and Bias;
Civil Society or Community;
Social Issues;
Tulsa;
Oklahoma;
United States
Desai, Mihir A., Suzanne Antoniou, and Leanne Fan. "The Tulsa Massacre and the Call for Reparations." Harvard Business School Case 221-039, October 2020. (Revised February 2021.)
- Article
Physician–patient Racial Concordance and Disparities in Birthing Mortality for Newborns
By: Brad N. Greenwood, Rachel R. Hardeman, Laura Huang and Aaron Sojourner
Recent work has emphasized the benefits of patient–physician concordance on clinical care outcomes for underrepresented minorities, arguing it can ameliorate outgroup biases, boost communication, and increase trust. We explore concordance in a setting where racial...
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Greenwood, Brad N., Rachel R. Hardeman, Laura Huang, and Aaron Sojourner. "Physician–patient Racial Concordance and Disparities in Birthing Mortality for Newborns." Proceedings of the National Academy of Sciences 117, no. 35 (September 1, 2020): 21194–21200.
- 2022
- Working Paper
Discrimination and State Capacity: Evidence from WWII U.S. Army Enlistment
By: Nancy Qian and Marco Tabellini
This paper investigates the empirical relationship between inclusion and state capacity, as theorized by Besley and Persson (2009). We examine the impact of racial discrimination on Black U.S. military enlistment during the onset of WWII. We find that discrimination...
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Qian, Nancy, and Marco Tabellini. "Discrimination and State Capacity: Evidence from WWII U.S. Army Enlistment." Harvard Business School Working Paper, No. 21-005, July 2020. (Revised March 2022. Available also from KelloggInsight, HBS Working Knowledge, and NBER.)
- 2021
- Working Paper
Changing Ingroup Boundaries: The Effect of Immigration on Race Relations in the U.S.
By: Vasiliki Fouka and Marco Tabellini
How do social group boundaries evolve? Does the appearance of a new outgroup change the ingroup's perceptions of other outgroups? We introduce a conceptual framework of context-dependent categorization, in which exposure to one minority leads to recategorization of...
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Keywords:
In-group-out-group Relations;
Immigration;
Race;
Attitudes;
Boundaries;
Prejudice and Bias
Fouka, Vasiliki, and Marco Tabellini. "Changing Ingroup Boundaries: The Effect of Immigration on Race Relations in the U.S." Harvard Business School Working Paper, No. 20-100, March 2020. (Accepted at American Political Science Review. Revised June 2021.)
- March 2020 (Revised May 2021)
- Case
Racial Discrimination on Airbnb
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...
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Keywords:
Platform Design;
Digital Platforms;
Design;
Prejudice and Bias;
Trust;
Problems and Challenges
Luca, Michael, Scott Stern, Devin Cook, and Hyunjin Kim. "Racial Discrimination on Airbnb." Harvard Business School Case 920-051, March 2020. (Revised May 2021.)
- November 2019 (Revised February 2020)
- Case
Starbucks: Reaffirming Commitment to the Third Place Ideal
By: Francesca Gino, Katherine B. Coffman and Jeff Huizinga
On April 12, 2018, two African American entrepreneurs had scheduled a business meeting at a Starbucks in Philadelphia’s Rittenhouse Square neighborhood. They sat without ordering, waiting for a local businessman to show up for the meeting. The store manager called 911...
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Keywords:
Mission and Purpose;
Values and Beliefs;
Prejudice and Bias;
Crisis Management;
Employees;
Training
Gino, Francesca, Katherine B. Coffman, and Jeff Huizinga. "Starbucks: Reaffirming Commitment to the Third Place Ideal." Harvard Business School Case 920-016, November 2019. (Revised February 2020.)
- January–February 2019
- Article
Who Loses When a Team Wins? Better Performance Increases Racial Bias
By: Letian Zhang
Although it is well known that organizational and team performance influences strategic decision-making, little is known about its impact on ascriptive inequality. This study proposes a performance effect on racial bias: higher team performance reduces managers’...
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Keywords:
Discrimination;
Race And Ethnicity;
Performance Feedback;
NBA;
Prejudice and Bias;
Race;
Ethnicity;
Performance;
Sports
Zhang, Letian. "Who Loses When a Team Wins? Better Performance Increases Racial Bias." Organization Science 30, no. 1 (January–February 2019): 40–50.
- 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).