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Where can I find data on U.S. businesses by gender, race, and ethnicity? U.S. Census Bureau: The Survey of Business Owners (SBO) provides the only...
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- September 2020
- Technical Note
Algorithmic Bias in Marketing
By: Ayelet Israeli and Eva Ascarza
This note focuses on algorithmic bias in marketing. First, it presents a variety of marketing examples in which algorithmic bias may occur. The examples are organized around the 4 P’s of marketing – promotion, price, place and product—characterizing the marketing...
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Keywords:
Algorithmic Data;
Race And Ethnicity;
Promotion;
"marketing Analytics";
Marketing And Society;
Big Data;
Privacy;
Data-driven Management;
Data Analysis;
Data Analytics;
E-commerce Strategy;
E-commerce;
Discrimination;
Targeting;
Targeted Advertising;
Pricing Algorithms;
Ethical Decision Making;
Customer Heterogeneity;
Marketing;
Race;
Ethnicity;
Gender;
Diversity;
Prejudice and Bias;
Marketing Communications;
Data and Data Sets;
Analysis;
Decision Making;
Ethics;
Customer Relationship Management;
Retail Industry;
Apparel and Accessories Industry;
United States
Israeli, Ayelet, and Eva Ascarza. "Algorithmic Bias in Marketing." Harvard Business School Technical Note 521-020, September 2020.
- September 2020
- Teaching Note
Algorithmic Bias in Marketing
By: Ayelet Israeli and Eva Ascarza
Teaching Note for HBS No. 521-020. This note focuses on algorithmic bias in marketing. First, it presents a variety of marketing examples in which algorithmic bias may occur. The examples are organized around the 4 P’s of marketing – promotion, price, place and...
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- September 2020 (Revised November 2020)
- Supplement
Student Success at Georgia State University (B)
By: Michael W. Toffel, Robin Mendelson and Julia Kelley
This is a supplement to the Student Success at Georgia State University (A) case. The (B) case includes the results of a randomized control trial that Georgia State conducted to test education technology start-up AdmitHub’s chatbot solution as a strategy for improving...
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Keywords:
Education;
Higher Education;
Learning;
Curriculum and Courses;
Demographics;
Diversity;
Ethnicity;
Income;
Race;
Values and Beliefs;
Leadership;
Goals and Objectives;
Measurement and Metrics;
Operations;
Organizations;
Mission and Purpose;
Organizational Culture;
Outcome or Result;
Performance;
Performance Effectiveness;
Performance Evaluation;
Performance Improvement;
Planning;
Strategic Planning;
Social Enterprise;
Nonprofit Organizations;
Social Issues;
Wealth and Poverty;
Equality and Inequality;
Technology;
Technology Platform;
Education Industry;
Atlanta
Toffel, Michael W., Robin Mendelson, and Julia Kelley. "Student Success at Georgia State University (B)." Harvard Business School Supplement 621-039, September 2020. (Revised November 2020.)
- September 2020 (Revised November 2020)
- Case
Student Success at Georgia State University (A)
By: Michael W. Toffel, Robin Mendelson and Julia Kelley
Georgia State University had developed a reputation for driving student success by nearly doubling its graduation rate for students of all racial, ethnic, and socioeconomic backgrounds. It did so while growing its student body and the proportion of Black/African...
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Keywords:
Education;
Higher Education;
Learning;
Curriculum and Courses;
Demographics;
Diversity;
Ethnicity;
Income;
Race;
Leadership;
Goals and Objectives;
Measurement and Metrics;
Operations;
Organizations;
Mission and Purpose;
Organizational Culture;
Outcome or Result;
Performance;
Performance Effectiveness;
Performance Evaluation;
Service Operations;
Performance Improvement;
Planning;
Strategic Planning;
Social Enterprise;
Nonprofit Organizations;
Social Issues;
Wealth and Poverty;
Equality and Inequality;
Technology;
Technology Platform;
Education Industry;
Atlanta
Toffel, Michael W., Robin Mendelson, and Julia Kelley. "Student Success at Georgia State University (A)." Harvard Business School Case 621-006, September 2020. (Revised November 2020.)
- March 2020 (Revised August 2020)
- Case
Culture at Google
By: Nien-hê Hsieh, Amy Klopfenstein and Sarah Mehta
Beginning in 2017, technology (tech) company Google faced a series of employee-relations issues that threatened its unique culture of innovation and open communication. Issues included protests surrounding Google’s contracts with the U.S. government, restrictions of...
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Keywords:
Human Resources;
Employee Relationship Management;
Recruitment;
Retention;
Resignation and Termination;
Labor;
Working Conditions;
Employment;
Labor Unions;
Wages;
Law;
Lawsuits and Litigation;
Rights;
Ethics;
Values and Beliefs;
Fairness;
Organizations;
Organizational Culture;
Mission and Purpose;
Social Psychology;
Attitudes;
Behavior;
Conflict Management;
Trust;
Motivation and Incentives;
Prejudice and Bias;
Power and Influence;
Technology;
Search Technology;
Web;
Hardware;
Society;
Social Issues;
Culture;
Civil Society or Community;
Demographics;
Diversity;
Ethnicity;
Gender;
Race;
Technology Industry;
North and Central America;
United States;
California
Hsieh, Nien-hê, Amy Klopfenstein, and Sarah Mehta. "Culture at Google." Harvard Business School Case 320-050, March 2020. (Revised August 2020.)
- 2019
- Book
Race, Work, and Leadership: New Perspectives on the Black Experience
By: Laura Morgan Roberts, Anthony J. Mayo and David A. Thomas
Race, Work, and Leadership is a rare and important compilation of essays that examines how race matters in people’s experience of work and leadership. What does it mean to be black in corporate America today? How are racial dynamics in organizations changing?...
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Keywords:
Race And Ethnicity;
Diversity Management;
Inclusion;
Leader Selection;
Race;
Ethnicity;
Diversity;
Leadership;
Leadership Development;
Employment
Roberts, Laura Morgan, Anthony J. Mayo, and David A. Thomas, eds. Race, Work, and Leadership: New Perspectives on the Black Experience. Boston, MA: Harvard Business Review Press, 2019.
- 2019
- Chapter
Why a Chapter on Race, Work, and Leadership?
By: Laura Morgan Roberts, Anthony J. Mayo and Serenity Lee
In this chapter, Laura Morgan Roberts, Anthony J. Mayo, and Serenity Lee outline the rationale for the publication of an edited volume on race, work, and leadership that is squarely focused on the black experience.
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Morgan Roberts, Laura, Anthony J. Mayo, and Serenity Lee. "Why a Chapter on Race, Work, and Leadership?" Chap. 1 in Race, Work, and Leadership: New Perspectives on the Black Experience, edited by Laura Morgan Roberts, Anthony J. Mayo, and David A. Thomas, 1–21. Boston, MA: Harvard Business Review Press, 2019.
- April 2019 (Revised April 2019)
- Case
The Rohingya Refugee: Past, Genocide, Future
In August 2017, the Myanmar military commenced a brutal pogrom of the Rohingya minority in Rakhine State, Myanmar. The genocidal campaign marked the most recent and decisive of a series of ethnic cleansing efforts fueled by contention around race, religion, and...
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- March 2019
- Supplement
Gender and Free Speech at Google (B)
By: Nien-hê Hsieh and Sarah Mehta
In November 2018, 20,000 Google employees participated in a walkout to protest the company’s decision to grant a $90 million exit package to a former executive accused of sexual misconduct. The case explores organizers’ demands and asks how the company’s senior leaders...
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Keywords:
Free Speech;
Ethnicity;
Gender;
Race;
Employees;
Employee Relationship Management;
Recruitment;
Labor;
Employment;
Lawsuits and Litigation;
Technology Industry;
United States;
California
Hsieh, Nien-hê, and Sarah Mehta. "Gender and Free Speech at Google (B)." Harvard Business School Supplement 319-085, March 2019.
- March 2019 (Revised June 2019)
- Supplement
Gender and Free Speech at Google (C)
By: Nien-hê Hsieh and Sarah Mehta
This case reveals Google’s response to a list of employee demands aiming to combat sexual misconduct in the workplace. This case should accompany the (A) and (B) cases, “Gender and Free Speech at Google” (318-085) and (319-085).
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Keywords:
Free Speech;
Ethnicity;
Gender;
Race;
Employees;
Employee Relationship Management;
Recruitment;
Labor;
Employment;
Lawsuits and Litigation;
Technology Industry;
United States;
California
Hsieh, Nien-hê, and Sarah Mehta. "Gender and Free Speech at Google (C)." Harvard Business School Supplement 319-097, March 2019. (Revised June 2019.)
- 2020
- Working Paper
Strict ID Laws Don't Stop Voters: Evidence from a U.S. Nationwide Panel, 2008–2018
By: Enrico Cantoni and Vincent Pons
U.S. states increasingly require identification to vote – an ostensive attempt to deter fraud that prompts complaints of selective disenfranchisement. Using a difference-in-differences design on a 1.6-billion-observations panel dataset, 2008–2018, we find that the laws...
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Cantoni, Enrico, and Vincent Pons. "Strict ID Laws Don't Stop Voters: Evidence from a U.S. Nationwide Panel, 2008–2018." NBER Working Paper Series, No. 25522, February 2019. (Revised March 2020. Revise and resubmit requested, The Quarterly Journal of Economics.)
- 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.
- Spring 2017
- Article
Globalizing Latin American Beauty
By: G. 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...
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Keywords:
Latin America;
Race And Ethnicity;
Globalization;
Race;
Ethnicity;
Prejudice and Bias;
Beauty and Cosmetics Industry;
Latin America
Jones, G. "Globalizing Latin American Beauty." ReVista: Harvard Review of Latin America 16, no. 3 (Spring 2017): 10–14.
- July–August 2013
- Article
Looking Up and Looking Out: Career Mobility Effects of Demographic Similarity among Professionals
By: Kathleen L. McGinn and Katherine L. Milkman
We investigate the role of workgroup sex and race composition on the career mobility of professionals in "up-or-out" organizations. We develop a nuanced perspective on the potential career mobility effects of workgroup demography by integrating the social...
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Keywords:
Professional Service Firms;
Race And Ethnicity;
Ethnicity;
Race;
Personal Development and Career;
Gender;
Legal Services Industry
McGinn, Kathleen L., and Katherine L. Milkman. "Looking Up and Looking Out: Career Mobility Effects of Demographic Similarity among Professionals." Organization Science 24, no. 4 (July–August 2013): 1041–1060.
- Fall 2011
- Article
Leveraging Tribal Sovereignty for Economic Opportunity: A Strategic Negotiations Perspective
By: Gavin Clarkson and James K. Sebenius
Indian tribes and U.S. states often find themselves at the bargaining table, often negotiating "compacts" to govern gaming operations on tribal lands. The operational success of the Pequot gaming operation in Connecticut, Foxwoods, and the substantial revenue shared...
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Keywords:
Strategy;
Ethnicity;
Negotiation Tactics;
Race;
Social Issues;
Relationships;
Government and Politics;
Economics;
United States
Clarkson, Gavin, and James K. Sebenius. "Leveraging Tribal Sovereignty for Economic Opportunity: A Strategic Negotiations Perspective." Missouri Law Review 76, no. 4 (Fall 2011): 1045–1112.
- July 2011
- Case
Shifting the Diversity Climate: The Sodexo Solution
By: David A. Thomas and Stephanie J. Creary
This case profiles the evolution of Sodexo's diversity initiative. Diversity became a key priority for Sodexo, North America in 2001 after a class-action lawsuit was filed and certified in Washington, D.C. against Sodexo Marriot Services, Inc., the food services...
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Keywords:
Diversity;
Business Strategy;
Globalization;
Management Teams;
Gender;
Race;
Ethnicity;
Age;
Food and Beverage Industry;
North America;
Washington (state, US)
Thomas, David A., and Stephanie J. Creary. "Shifting the Diversity Climate: The Sodexo Solution." Harvard Business School Case 412-020, July 2011.
- 2010
- Working Paper
Will I Stay or Will I Go?: Cooperative and Competitive Effects of Workgroup Sex and Race Composition on Turnover
By: Kathleen L. McGinn and Katherine L Milkman
We develop an integrated theory of the social identity mechanisms linking workgroup sex and race composition across levels with individual turnover. Building on social identity research, we theorize that social cohesion (Tyler, 1999; Hogg and Terry, 2000) and social...
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Keywords:
Competition;
Ethnicity;
Race;
Groups and Teams;
Identity;
Resignation and Termination;
Gender;
Cooperation
McGinn, Kathleen L., and Katherine L Milkman. "Will I Stay or Will I Go? Cooperative and Competitive Effects of Workgroup Sex and Race Composition on Turnover." Harvard Business School Working Paper, No. 10-066, February 2010.
- June 2009
- Case
The Rise of President Barack Hussein Obama
By: David A. Thomas, Laura Morgan Roberts and Stephanie Creary
This case profiles President Barack Hussein Obama's rise to the presidency as an "improbable candidate." The case illustrates the ways in which he overcame criticism from those who questioned his credibility and his values, and skepticism from those who were unsure...
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Keywords:
Ethnicity;
Race;
Political Elections;
Leadership;
Personal Development and Career;
Creativity;
Trust
Thomas, David A., Laura Morgan Roberts, and Stephanie Creary. "The Rise of President Barack Hussein Obama." Harvard Business School Case 409-115, June 2009.
- November 2008 (Revised January 2017)
- Case
Maggie Lena Walker and the Independent Order of St. Luke
By: Anthony Mayo and Shandi Onise Smith
As America struggled to regain its balance in the aftermath of the American Civil War, Maggie Lena Walker did her best to actively effect change by finding solutions to the social and economic problems facing blacks and especially black women. Taking charge of the...
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Keywords:
Organizational Change and Adaptation;
Leading Change;
Ethnicity;
Race;
Social Entrepreneurship;
Personal Development and Career;
Welfare;
Business and Community Relations;
Gender;
Banks and Banking
Mayo, Anthony, and Shandi Onise Smith. "Maggie Lena Walker and the Independent Order of St. Luke." Harvard Business School Case 409-057, November 2008. (Revised January 2017.)
- November 2007
- Case
Differences at Work: Jason (A)
By: Sandra J. Sucher and Rachel Gordon
Jason is a member of his firm's recruiting team, which has a mandate to create a more diverse workforce. When the group decides to interview a candidate based on the candidate's race, Jason wonders whether they made the right decision and how, in general, diversity...
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Sucher, Sandra J., and Rachel Gordon. "Differences at Work: Jason (A)." Harvard Business School Case 408-016, November 2007.
Are you looking for?
Where can I find data on U.S. businesses by gender, race, and ethnicity? U.S. Census Bureau: The Survey of Business Owners (SBO) provides the only...
× Please sign in You need to log in to use the bookmarking feature. Sign In Harvard Business School Sign in to Baker Library Baker Library |...