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- All HBS Web
(117,422)
- Faculty Publications (37,517)
- 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.
- Article
Health Equity, Schooling Hesitancy, and the Social Determinants of Learning
By: Meira Levinson, Alan C. Geller, Joseph G. Allen and John D. Macomber
At least 62 million K-12 students in North America—disproportionately low-income children of color— have been physically out of school for over a year due to the COVID-19 pandemic. These children are at risk of significant academic, social, mental, and physical harm... View Details
Keywords: COVID-19; Public Health; Air Quality; Social Determinants Of Health; Schooling Hesitancy; Vaccine Hesitancy; Racial Injustice; Inequity; Inequality; Health Pandemics; Education; Health Care and Treatment; Policy; Race; Equality and Inequality
Levinson, Meira, Alan C. Geller, Joseph G. Allen, and John D. Macomber. "Health Equity, Schooling Hesitancy, and the Social Determinants of Learning." Art. 100032. Lancet Regional Health – Americas 2 (October 2021).
- 2024
- Working Paper
Intrinsic Motivation and Referrals Within Firms: Evidence from a Large Microfinance Institution
By: Natalia Rigol and Benjamin N. Roth
Many organizations rely on internal referrals between employees with differing
comparative advantages. Yet when an employee encounters a lucrative opportunity,
they may be motivated to retain it even when doing so harms efficiency. We develop
a framework that... View Details
Keywords: Loan Officers; Strategic Behavior; Strategic Disclosure; Microfinance; Financial Institutions; Financing and Loans
Rigol, Natalia, and Benjamin N. Roth. "Intrinsic Motivation and Referrals Within Firms: Evidence from a Large Microfinance Institution." NBER Working Paper Series, No. 29427, October 2021. (Resubmitted, Econometrica.)
- Article
Large Banks and Small Firm Lending
By: Vitaly Bord, Victoria Ivashina and Ryan D. Taliaferro
We examine the long-lasting effects of the 2007 real estate price collapse on small business credit supply. Banks affected by the decline in real estate prices systematically contracted their credit to small firms. At the same time, regional and local banks, many of... View Details
Keywords: Small Firms; Credit Supply; Banking Competition; Small Business; Credit; Financial Crisis; Banks and Banking; Competition
Bord, Vitaly, Victoria Ivashina, and Ryan D. Taliaferro. "Large Banks and Small Firm Lending." Journal of Financial Intermediation 48 (October 2021).
- Oct 2021
- Other Presentation
Legacy of Violence and the End of Empire
- October 2021
- Article
Nancy Koehn on Leadership Lessons from Rep. John Lewis and the Civil Rights Movement
By: Nancy F. Koehn and Devjani Roy
"Nancy Koehn on Leadership Lessons from Rep. John Lewis and the Civil Rights Movement." GrowthPolicy (October 2021).
- October 2021
- Article
Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach
By: Nicolas Padilla and Eva Ascarza
The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can... View Details
Keywords: Customer Management; Targeting; Deep Exponential Families; Probabilistic Machine Learning; Cold Start Problem; Customer Relationship Management; Programs; Consumer Behavior; Analysis
Padilla, Nicolas, and Eva Ascarza. "Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach." Journal of Marketing Research (JMR) 58, no. 5 (October 2021): 981–1006.
- October 2021
- Article
Shareholder Activism and Firms' Voluntary Disclosure of Climate Change Risks
By: Caroline Flammer, Michael W. Toffel and Kala Viswanathan
This paper examines whether—in the absence of mandated disclosure requirements—shareholder activism can elicit greater disclosure of firms’ exposure to climate change risks. We find that environmental shareholder activism increases the voluntary disclosure of climate... View Details
Keywords: Transparency; Reporting; Shareholder Engagement; Shareholder Activism; Climate Change; Risk and Uncertainty; Environmental Management; Investment Activism; Corporate Disclosure; Communication Strategy; Information Publishing; Measurement and Metrics; Corporate Social Responsibility and Impact; Problems and Challenges; United States
Flammer, Caroline, Michael W. Toffel, and Kala Viswanathan. "Shareholder Activism and Firms' Voluntary Disclosure of Climate Change Risks." Strategic Management Journal 42, no. 10 (October 2021): 1850–1879. (Featured in Harvard Business Review.)
- October 2021 (Revised September 2022)
- Case
SmartOne: Building an AI Data Business
By: Karim R. Lakhani, Pippa Armerding, Gamze Yucaoglu and Fares Khrais
The case opens in August 2021, as Habib and Shahysta Hassim, husband and wife co-founders of the data labeling company SmartOne, contemplate the strategy of the high growth company. Between 2016 and 2021, SmartOne had kept doubling its size every two years and now,... View Details
Keywords: Artificial Intelligence; Data Labeling; Entrepreneurship; Strategy; Operations; Business Model; Growth Management; Growth and Development Strategy; AI and Machine Learning; Africa; Madagascar; Europe; France; United States
Lakhani, Karim R., Pippa Armerding, Gamze Yucaoglu, and Fares Khrais. "SmartOne: Building an AI Data Business." Harvard Business School Case 622-059, October 2021. (Revised September 2022.)
- 2021
- Chapter
Social Media Companies Should Self-Regulate. Now.
By: David B. Yoffie, Michael A. Cusumano and Annabelle Gawer
Yoffie, David B., Michael A. Cusumano, and Annabelle Gawer. "Social Media Companies Should Self-Regulate. Now." In The Year in Tech 2022: The Insights You Need from Harvard Business Review. HBR Insights Series. Boston: Harvard Business Review Press, 2021.
- 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.
- 2021
- Report
The Economic Impact of the Market-Making Internet Advertising, Content, Commerce, and Innovation
By: John A. Deighton and Leora Kornfeld
This research about the economic value of the Internet is conducted approximately every four years and highlights the importance of the internet ecosystem, which enables job creation and market-making opportunities. This highly valued, extensive piece of economic... View Details
Keywords: Internet and the Web; Digital Marketing; Innovation and Invention; Communication Technology; Social Media; Advertising; Value; Brands and Branding
Deighton, John A., and Leora Kornfeld. "The Economic Impact of the Market-Making Internet Advertising, Content, Commerce, and Innovation." Report, Interactive Advertising Bureau (IAB), New York, October 2021.
- October 2021
- Case
Unshrinking the Pie: Desirée Stolar's Negotiation Saga (A)
By: James K. Sebenius and Alex Green
When Desirée (“Des”) Stolar’s wool sweater shrank two sizes, the Harvard Business School student worked with classmates to develop a solution that both fixed her problem and launched Unshrinkit, a successful consumer goods company with a widely-available product for... View Details
Keywords: Bargaining; Startups; Negotiation; Contracts; Negotiation Tactics; Entrepreneurship; Business Startups; Strategy; Consumer Products Industry
Sebenius, James K., and Alex Green. "Unshrinking the Pie: Desirée Stolar's Negotiation Saga (A)." Harvard Business School Case 922-012, October 2021.
- October 2021
- Supplement
Unshrinking the Pie: Desirée Stolar's Negotiation Saga (B)
By: James K. Sebenius and Alex Green
When Desirée (“Des”) Stolar’s wool sweater shrank two sizes, the Harvard Business School student worked with classmates to develop a solution that both fixed her problem and launched Unshrinkit, a successful consumer goods company with a widely-available product for... View Details
Keywords: Bargaining; Startups; Negotiation; Contracts; Negotiation Tactics; Entrepreneurship; Business Startups; Strategy; Consumer Products Industry
Sebenius, James K., and Alex Green. "Unshrinking the Pie: Desirée Stolar's Negotiation Saga (B)." Harvard Business School Supplement 922-013, October 2021.
- Article
A Novel Framework for Reputation-Based Systems
By: Jad Esber and Scott Duke Kominers
Esber, Jad, and Scott Duke Kominers. "A Novel Framework for Reputation-Based Systems." Future (September 30, 2021).
- September 2021
- Supplement
Christo and Jeanne-Claude: The Art of the Entrepreneur
By: Rohit Deshpandé and Henry McGee
The case supplement videos are intended for students to view, along with the written case, before class. View Details
Deshpandé, Rohit, and Henry McGee. "Christo and Jeanne-Claude: The Art of the Entrepreneur." Harvard Business School Multimedia/Video Supplement 521-710, September 2021.
- September 2021
- Supplement
Christo and Jeanne-Claude: The Art of the Entrepreneur (B)
By: Rohit Deshpandé and Henry McGee
The case supplement videos are intended for students to view, along with the written case, before class. View Details
Deshpandé, Rohit, and Henry McGee. "Christo and Jeanne-Claude: The Art of the Entrepreneur (B)." Harvard Business School Multimedia/Video Supplement 521-711, September 2021.
- September 30, 2021
- Article
How to Build a Life: A Profession Is Not a Personality
By: Arthur C. Brooks
Brooks, Arthur C. "How to Build a Life: A Profession Is Not a Personality." The Atlantic (September 30, 2021).
- September 2021
- Supplement
Interview with Julio Bruno (Time Out)
By: Eva Ascarza
Video supplement for HBS Case No. 520-128. View Details
Ascarza, Eva. "Interview with Julio Bruno (Time Out)." Harvard Business School Multimedia/Video Supplement 522-707, September 2021.
- September 2021
- Teaching Note
Merging American Airlines and US Airways (A) and (B)
By: David G. Fubini, Patrick Sanguineti and Carin-Isabel Knoop
This teaching note provides recommendations for instructors interested in teaching the cases "Merging American Airlines and US Airways" (A) and (B) (HBS nos. 417-054 and 418-036), including both one-day and two-day teaching options. View Details