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- Article
When Seeking Help, Women and Racial/Ethnic Minorities Benefit from Explicitly Stating Their Identity
By: Erika L. Kirgios, Aneesh Rai, Edward H. Chang and Katherine L. Milkman
Receiving help can make or break a career, but women and racial/ethnic minorities do not always receive the support they seek. Across two audit experiments—one with politicians and another with students—as well as an online experiment (total n = 5,145), we test whether... View Details
Keywords: Support; Marginalized Communities; Personal Development and Career; Equality and Inequality; Identity; Race; Gender; Communication Intention and Meaning
Kirgios, Erika L., Aneesh Rai, Edward H. Chang, and Katherine L. Milkman. "When Seeking Help, Women and Racial/Ethnic Minorities Benefit from Explicitly Stating Their Identity." Nature Human Behaviour 6, no. 3 (March 2022): 383–391.
- February 2022
- Teaching Note
AptDeco: Circular Economy Furniture Marketplace
By: Ayelet Israeli
Teaching Note for HBS Case No. 521-069. AptDeco, a used furniture marketplace, was growing rapidly in the tri-state area. The co-founders were confident that the business model, financial position, and unit economics positioned AptDeco for scaling in the massive $120... View Details
Keywords: E-Commerce Strategy; Mobile; Word-of-Mouth; Word Of Mouth; Word-of-mouth Marketing; Internet Marketing; Growth Strategy; Platform; Platforms; Two Sided Markets; Two-sided Market; Two-sided Marketplace; Two-Sided Markets; Two-sided Network; Black Entrepreneurs; Black Leadership; African Americans; African-American Protagonist; Circular; Peer-to-peer Markets; Furniture Industry; Growth Hacking; Monetization Strategy; Growth Management; Marketing Strategy; Entrepreneurship; Digital Platforms; Marketing Channels; Digital Marketing; Consumer Behavior; Acquisition; Retention; Growth and Development Strategy; Customer Focus and Relationships; Expansion; Brands and Branding; E-commerce; Retail Industry; Consumer Products Industry; Technology Industry; Web Services Industry; United States; North America; New York (city, NY); New York (state, US)
- January 31, 2022
- Article
Who Pays Tolls at Work and Who Cruises on an Open Highway?
By: Siri Chilazi, D. Kolb, Kathleen L. McGinn and Jessica L. Porter
As organizations continue to navigate a changed world amidst the Covid-19 pandemic and the reverberations of the Black Lives Matter movement, many of the issues that affect underrepresented groups in organizations, including women of all different races and... View Details
Keywords: Organizational Change and Adaptation; Opportunities; Equality and Inequality; Social Issues
Chilazi, Siri, D. Kolb, Kathleen L. McGinn, and Jessica L. Porter. "Who Pays Tolls at Work and Who Cruises on an Open Highway?" Harvard Business Review (website) (January 31, 2022).
- January 2022 (Revised August 2022)
- Case
Jackie Robinson: Changing the World
By: Robert Simons and Max Saffer
This case traces the rise of Jackie Robinson from the poor streets of Pasadena, California to one of the most famous people in America after he overturned the color barrier in baseball. The case describes how as a youth he excelled at basketball, football, baseball,... View Details
Keywords: Diversity; Power And Influence; Personal Characteristics; Values And Beliefs; Mission And Purpose; Sports; Entrepreneurship; Leadership; Leading Change; Personal Development and Career; United States
Simons, Robert, and Max Saffer. "Jackie Robinson: Changing the World." Harvard Business School Case 122-042, January 2022. (Revised August 2022.)
- January 2022 (Revised October 2023)
- Case
OneTen: One Million Careers for Black Talent (A)
By: Boris Groysberg, V. Kasturi Rangan, Annelena Lobb and Kerry Herman
The OneTen case study examines the nonprofit organization’s origin story. Its founding team includes a roster of corporate superstars—Ken Chenault (former CEO of American Express), Ken Frazier (former CEO of Merck), Charles Phillips (chair of Infor), Ginni Rometty... View Details
Keywords: Change Management; Demographics; Ethics; Organizations; Social Enterprise; Society; Business or Company Management; Nonprofit Organizations
Groysberg, Boris, V. Kasturi Rangan, Annelena Lobb, and Kerry Herman. "OneTen: One Million Careers for Black Talent (A)." Harvard Business School Case 422-018, January 2022. (Revised October 2023.)
- January 17, 2022
- Article
Reducing Racial Disparities in Cancer Outcomes
By: Kathy Giusti and Richard G. Hamermesh
A disproportionate number of Black patients die from cancer in the United States. A key to addressing this problem is enrolling more Black patients in clinical trials. A strategy consisting of these three parts can help accomplish this goal: 1) centralize information... View Details
Giusti, Kathy, and Richard G. Hamermesh. "Reducing Racial Disparities in Cancer Outcomes." Harvard Business Review (website) (January 17, 2022).
- 2021
- Working Paper
Racial Inequality in Organizations: A Systems Psychodynamic Perspective
By: Sanaz Mobasseri, William Kahn and Robin Ely
This paper uses systems psychodynamic concepts to develop a theory about the persistence of racial inequality in U.S. companies, treating White men as the dominant group and Black people as an illustrative subordinate group. We theorize that this persistence is rooted... View Details
Keywords: Systems Psychodynamics; Organizational Inequality; Masculinity; Equality and Inequality; Race; Gender; Identity; Power and Influence
Mobasseri, Sanaz, William Kahn, and Robin Ely. "Racial Inequality in Organizations: A Systems Psychodynamic Perspective." Harvard Business School Working Paper, No. 22-052, December 2021. (Revised September 2022.)
- Article
Reliable Post hoc Explanations: Modeling Uncertainty in Explainability
By: Dylan Slack, Sophie Hilgard, Sameer Singh and Himabindu Lakkaraju
As black box explanations are increasingly being employed to establish model credibility in high stakes settings, it is important to ensure that these explanations are accurate and reliable. However, prior work demonstrates that explanations generated by... View Details
Keywords: Black Box Explanations; Bayesian Modeling; Decision Making; Risk and Uncertainty; Information Technology
Slack, Dylan, Sophie Hilgard, Sameer Singh, and Himabindu Lakkaraju. "Reliable Post hoc Explanations: Modeling Uncertainty in Explainability." Advances in Neural Information Processing Systems (NeurIPS) 34 (2021).
- November 15, 2021
- Article
What Do Black Executives Really Want?
By: Frank Cooper III and Ranjay Gulati
Recruiting and retaining Black talent is a priority for many organizations. Most are committed to and investing in diversity, equity, and inclusion (DEI). And yet, according to interviews and focus groups with Black executives working in a variety of blue-chip... View Details
Keywords: Black Executives; Selection and Staffing; Retention; Race; Organizational Culture; Change Management
Cooper, Frank, III, and Ranjay Gulati. "What Do Black Executives Really Want?" Harvard Business Review (website) (November 15, 2021).
- 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... View Details
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.
- 2021
- Chapter
The Economic and Political Effects of Immigration: Evidence from the Age of Mass Migration
By: Marco Tabellini
Between 1850 and 1920, during the Age of Mass Migration, more than 30 million Europeans moved to the United States. European immigrants provided ample supply of cheap labor as well as specific skills and know-how, contributing to American economic growth. These... View Details
Keywords: Age Of Mass Migration; Political Ideology; Political Economy; Assimilation; Immigration; Economics; History; United States
Tabellini, Marco. "The Economic and Political Effects of Immigration: Evidence from the Age of Mass Migration." In Oxford Research Encyclopedia of Economics and Finance, edited by Jonathan H. Hamilton. Oxford University Press, 2021. Electronic.
- September 17, 2021
- Article
AI Can Help Address Inequity—If Companies Earn Users' Trust
By: Shunyuan Zhang, Kannan Srinivasan, Param Singh and Nitin Mehta
While companies may spend a lot of time testing models before launch, many spend too little time considering how they will work in the wild. In particular, they fail to fully consider how rates of adoption can warp developers’ intent. For instance, Airbnb launched a... View Details
Keywords: Artificial Intelligence; Algorithmic Bias; Technological Innovation; Perception; Diversity; Equality and Inequality; Trust; AI and Machine Learning
Zhang, Shunyuan, Kannan Srinivasan, Param Singh, and Nitin Mehta. "AI Can Help Address Inequity—If Companies Earn Users' Trust." Harvard Business Review Digital Articles (September 17, 2021).
- August 9, 2021
- Article
OneTen: Creating a New Pathway for Black Talent
By: Rawi Abdelal, Katherine Connolly Baden and Boris Groysberg
Abdelal, Rawi, Katherine Connolly Baden, and Boris Groysberg. "OneTen: Creating a New Pathway for Black Talent." Harvard Business School Working Knowledge (August 9, 2021).
- August 2021
- Case
Andreessen Horowitz’s Cultural Leadership Fund (A)
By: Anita Elberse, Briana Richardson and Cydni Williams
In May 2020, Chris Lyons, a partner at leading venture capital firm Andreessen Horowitz receives the news that his company has reached a verbal agreement with one of Silicon Valley’s hottest social-media startups to lead its ‘Series A’ funding round, in a deal that... View Details
Keywords: Entertainment; Talent Management; General Management; Inclusion; Talent and Talent Management; Diversity; Venture Capital; Entrepreneurship; Networks; Nonprofit Organizations
Elberse, Anita, Briana Richardson, and Cydni Williams. "Andreessen Horowitz’s Cultural Leadership Fund (A)." Harvard Business School Case 522-020, August 2021.
- August 2021
- Supplement
Andreessen Horowitz’s Cultural Leadership Fund (B): Kevin Hart and Clubhouse
By: Anita Elberse, Briana Richardson and Cydni Williams
In May 2020, Andreessen Horowitz secures an agreement with Clubhouse, one of Silicon Valley’s hottest startups, to lead its ‘Series A’ funding round. One of the factors that insiders saw as pivotal in the race to be Clubhouse’s VC firm of choice was Andreessen... View Details
Keywords: Entertainment; Talent Management; General Management; Inclusion; Talent and Talent Management; Diversity; Venture Capital; Entrepreneurship; Networks; Nonprofit Organizations
Elberse, Anita, Briana Richardson, and Cydni Williams. "Andreessen Horowitz’s Cultural Leadership Fund (B): Kevin Hart and Clubhouse." Harvard Business School Supplement 522-021, August 2021.
- July 2021
- Case
Kevin D. Johnson: To Be a Venture Capitalist or an Operator?
By: Jo Tango and Alys Ferragamo
In May of 2021, Kevin D. Johnson had just graduated from a rigorous Executive MBA program, and he quickly needed to decide on his next career move. Johnson was the founder and CEO of a successful media company, Johnson Media Inc., but his career goals had shifted while... View Details
Keywords: Entrepreneurship; Business Startups; Goals and Objectives; Race; Wealth; Decisions; Venture Capital; Personal Development and Career; United States
Tango, Jo, and Alys Ferragamo. "Kevin D. Johnson: To Be a Venture Capitalist or an Operator?" Harvard Business School Case 822-012, July 2021.
- Article
Towards the Unification and Robustness of Perturbation and Gradient Based Explanations
By: Sushant Agarwal, Shahin Jabbari, Chirag Agarwal, Sohini Upadhyay, Steven Wu and Himabindu Lakkaraju
As machine learning black boxes are increasingly being deployed in critical domains such as healthcare and criminal justice, there has been a growing emphasis on developing techniques for explaining these black boxes in a post hoc manner. In this work, we analyze two... View Details
Keywords: Machine Learning; Black Box Explanations; Decision Making; Forecasting and Prediction; Information Technology
Agarwal, Sushant, Shahin Jabbari, Chirag Agarwal, Sohini Upadhyay, Steven Wu, and Himabindu Lakkaraju. "Towards the Unification and Robustness of Perturbation and Gradient Based Explanations." Proceedings of the International Conference on Machine Learning (ICML) 38th (2021).
- June 2021
- Case
Linda Oubré at Whittier College
By: Debora L. Spar and Haley P. Brown
The case follows President Linda Oubré (HBS MBA Class of 1984) as she seeks to move Whittier College towards a more diverse, equitable, and inclusive campus.
In 2020, the student body of Whittier, a private liberal arts college in Los Angeles County,... View Details
In 2020, the student body of Whittier, a private liberal arts college in Los Angeles County,... View Details
Keywords: Race And Ethnicity; Women And Leadership; Education; Higher Education; Diversity; Race; Leadership; Change Management; United States; California; Los Angeles
Spar, Debora L., and Haley P. Brown. "Linda Oubré at Whittier College." Harvard Business School Case 721-057, June 2021.
- June 2021
- Supplement
Linda Oubré at Whittier College (B)
By: Debora L. Spar and Haley P. Brown
The case follows President Linda Oubré (HBS MBA Class of 1984) as she seeks to move Whittier College towards a more diverse, equitable, and inclusive campus.
In 2020, the student body of Whittier, a private liberal arts college in Los Angeles County, California,... View Details
In 2020, the student body of Whittier, a private liberal arts college in Los Angeles County, California,... View Details
Keywords: Women And Leadership; Racial Disparity; Higher Education; Education; Diversity; Race; Change Management; Gender; Los Angeles; California; United States
Spar, Debora L., and Haley P. Brown. "Linda Oubré at Whittier College (B)." Harvard Business School Supplement 721-058, June 2021.
- June 2021
- Supplement
Linda Oubré at Whittier College (C)
By: Debora L. Spar and Haley P. Brown
The case follows President Linda Oubré (HBS MBA Class of 1984) as she seeks to move Whittier College towards a more diverse, equitable, and inclusive campus.
In 2020, the student body of Whittier, a private liberal arts college in Los Angeles County, California,... View Details
In 2020, the student body of Whittier, a private liberal arts college in Los Angeles County, California,... View Details
Keywords: Women And Leadership; Racial Disparity; Higher Education; Education; Diversity; Race; Change Management; Gender; Los Angeles; California; United States
Spar, Debora L., and Haley P. Brown. "Linda Oubré at Whittier College (C)." Harvard Business School Supplement 721-061, June 2021.