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September 2020 (Revised February 2024)
Teaching Note

Artea (A), (B), (C), and (D): Designing Targeting Strategies

By: Eva Ascarza and Ayelet Israeli

Teaching Note for HBS No. 521-021,521-022,521-037,521-043. 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

Keywords: Targeted Advertising; Targeting; Race; Gender; Diversity; Marketing; Customer Relationship Management; Prejudice and Bias; Analytics and Data Science; Retail Industry; Apparel and Accessories Industry; Technology Industry; United States

March 2021
Teaching Plan

The Black New Venture Competition

By: Karen G. Mills, Jeffrey J. Bussgang, Martin A. Sinozich and Gabriella Elanbeck

Black entrepreneurs encounter many unique obstacles when raising capital to start and grow a business, some stemming from deep systemic discrimination. During their second year at Harvard Business School (HBS), MBA students Kimberly Foster and Tyler Simpson decided to... View Details

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

Keywords: Targeted Advertising; Algorithmic Data; Bias; Advertising; Race; Gender; Diversity; Marketing; Customer Relationship Management; Prejudice and Bias; Analytics and Data Science; Retail Industry; Apparel and Accessories Industry; Technology Industry; United States

March 2016 (Revised August 2022)
Case

Fair & Lovely vs. Dark is Beautiful

By: Rohit Deshpande and Saloni Chaturvedi

Women of Worth (WOW) is an organization that seeks to empower women through training and workshops. The organization has also fought against discrimination based on the color of a person's skin through its “Dark is Beautiful” campaign—endorsed by well-known... View Details

Keywords: Prejudice and Bias; Race; Marketing; Social Issues; Beauty and Cosmetics Industry

Fall, 2024
Article

Sixty Years of the Voting Rights Act: Progress and Pitfalls

By: Andrea Bernini, Giovanni Facchini, Marco Tabellini and Cecilia Testa

We review the literature on the effects of the 1965 Voting Rights Act (VRA), which removed formal restrictions to Black political participation. After a brief description of racial discrimination suffered by Black Americans since Reconstruction, we introduce the goals... View Details

Keywords: Prejudice and Bias; Equality and Inequality; Race; Political Elections; Voting; Policy; Outcome or Result; Government Legislation

September 2020 (Revised July 2022)
Exercise

Artea (B): Including Customer-Level Demographic Data

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: Targeting; Algorithmic Bias; Race; Gender; Marketing; Diversity; Customer Relationship Management; Demographics; Prejudice and Bias; Retail Industry; Apparel and Accessories Industry; Technology Industry; United States

September 2003 (Revised January 2004)
Case

Wal-Mart Stores in 2003

By: Pankaj Ghemawat, Stephen P. Bradley and Ken Mark

Examines Wal-Mart's development over three decades and provides financial and descriptive detail of its domestic operations. In 2003, Wal-Mart's Supercenter business has surpassed its domestic business as the largest generator of revenues. Its international operation... View Details

Keywords: Wages; Fairness; Corporate Strategy; Operations; Labor Unions; Problems and Challenges; Gender; Globalized Firms and Management; Competitive Advantage; Retail Industry; United States

March 2021
Supplement

Artea (A), (B), (C), and (D): Designing Targeting Strategies

By: Eva Ascarza and Ayelet Israeli

Power Point Supplement to Teaching Note for HBS No. 521-021,521-022,521-037,521-043. 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... View Details

Keywords: Targeted Advertising; Targeting; Algorithmic Data; Bias; A/B Testing; Experiment; Advertising; Gender; Race; Diversity; Marketing; Customer Relationship Management; Prejudice and Bias; Analytics and Data Science; Retail Industry; Apparel and Accessories Industry; Technology Industry; United States

2022
Working Paper

Politics at Work

By: Emanuele Colonnelli, Valdemar Pinho Neto and Edoardo Teso

We study how individual political views shape firm behavior and labor market outcomes. Using new micro-data on the political affiliation of business owners and private-sector workers in Brazil over the 2002–2019 period, we first document the presence of political... View Details

Keywords: Private Sector; Employees; Prejudice and Bias; Brazil

September 2016
Article

Whitened Résumés: Race and Self-Presentation in the Labor Market

By: Sonia K. Kang, K. A. DeCelles, András Tilcsik and Sora Jun

Using interviews, a laboratory experiment, and a résumé audit study, we examine racial minorities’ attempts to avoid anticipated discrimination in labor markets by concealing or downplaying racial cues in job applications, a practice known as "résumé whitening."... View Details

Keywords: Prejudice and Bias; Selection and Staffing; Job Search; Race

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13 Jun 2018
Working Paper Summaries

Learning to Become a Taste Expert

Keywords: by Kathryn A. Latour and John A. Deighton; Food & Beverage

09 Jan 2018
First Look

First Look at New Research and Ideas, January 9, 2018

paper: https://www.hbs.edu/faculty/Pages/item.aspx?num=53685 When Gender Discrimination Is Not About Gender By: Coffman, Katherine B., Christine L. Exley, and Muriel Niederle Abstract—We use an experiment to show that employers prefer to... View Details

Keywords: Sean Silverthorne

28 Jan 2014
Working Paper Summaries

Digital Discrimination: The Case of Airbnb.com

Keywords: by Benjamin G. Edelman & Michael Luca; Construction; Real Estate

October 2011
Article

Fair Pricing

By: Julio J. Rotemberg

This paper explores the consequences of supposing that consumers see a firm as fair if they cannot reject the hypothesis that the firm is somewhat benevolent towards them. When consumers can reject this hypothesis, some become angry, which is costly to the firm. The... View Details

Keywords: Price; Income; Consumer Behavior; Fair Value Accounting; Outcome or Result

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Working Paper

Non-Binary Gender Economics

By: Katherine B. Coffman, Lucas C. Coffman and Keith Marzilli Ericson

Economics research has largely overlooked non-binary individuals. We aim to jump-start the literature by providing data on several economically-important beliefs and preferences. Among many results, non-binary individuals report more gender-based discrimination and... View Details

Keywords: Inclusion; Gender; Diversity; Personal Characteristics; Personal Finance

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05 Mar 2019
Working Paper Summaries

The Impacts of Increasing Search Frictions on Online Shopping Behavior: Evidence from a Field Experiment

Keywords: by Donald Ngwe, Kris J. Ferreira, and Thales Teixeira; Retail; Apparel & Accessories; Consumer Products

September 1974 (Revised April 1975)
Case

Ocean Spray Cranberries, Inc. (B)

A consumer attitude survey involving more than 1,000 cranberry users has been conducted. Multivariate statistical procedures including factor analysis, cluster analysis and multiple discriminant analysis have been employed to suggest four attitude segments in the... View Details

Keywords: Surveys; Product Positioning; Mathematical Methods; Consumer Behavior; Agriculture and Agribusiness Industry; Food and Beverage Industry

20 Sep 2016
First Look

September 20, 2016

https://www.hbs.edu/faculty/Pages/item.aspx?num=51619 forthcoming American Economic Journal: Applied Economics Racial Discrimination in the Sharing Economy: Evidence from a Field Experiment By: Edelman, Benjamin G., Michael Luca, and... View Details

Keywords: Sean Silverthorne

July 2015
Article

The Moral Virtue of Authenticity: How Inauthenticity Produces Feelings of Immorality and Impurity

By: F. Gino, Maryam Kouchaki and Adam D. Galinsky

The current research demonstrates that authenticity is directly linked to morality. Across five experiments, we found that experiencing inauthenticity consistently led participants to feel more immoral and impure. This inauthenticity→feeling immoral link produced an... View Details

Keywords: Moral Sensibility; Emotions

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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

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