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  • All HBS Web  (521)
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    • News  (140)
    • Research  (287)
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  • Teaching Interest

Managing International Trade and Investment

By: Dante Roscini
Managing International Trade and Investment (MITI) is designed for students who expect to engage directly or indirectly in commerce and in strategic or financial investments across national borders. It covers concepts that are relevant to a number of operating and... View Details
Keywords: Trade; Investment; Foreign Direct Investment
  • Article

Counterfactual Explanations Can Be Manipulated

By: Dylan Slack, Sophie Hilgard, Himabindu Lakkaraju and Sameer Singh
Counterfactual explanations are useful for both generating recourse and auditing fairness between groups. We seek to understand whether adversaries can manipulate counterfactual explanations in an algorithmic recourse setting: if counterfactual explanations indicate... View Details
Keywords: Machine Learning Models; Counterfactual Explanations
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Slack, Dylan, Sophie Hilgard, Himabindu Lakkaraju, and Sameer Singh. "Counterfactual Explanations Can Be Manipulated." Advances in Neural Information Processing Systems (NeurIPS) 34 (2021).
  • 2016
  • Chapter

Envy and Interpersonal Corruption: Social Comparison Processes and Unethical Behavior in Organizations

By: Julia J. Lee and Francesca Gino
Book Abstract: Competition for resources, recognition, and favorable outcomes are all facts of life in professional settings. When one falls short in comparison to colleagues or subordinates, feelings of envy may arise. Fueled by inferiority, hostility, and resentment,... View Details
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Lee, Julia J., and Francesca Gino. "Envy and Interpersonal Corruption: Social Comparison Processes and Unethical Behavior in Organizations." In Envy at Work and in Organizations, edited by Richard H. Smith, Ugo Merlone, and Michelle K. Duffy, 347–372. New York: Oxford University Press, 2016.
  • 2017
  • Case

Uncommon Schools (A): A Network of Networks

By: John J-H Kim and Sarah McAra
In 2013, Brett Peiser, CEO of the charter school management organization (CMO) Uncommon Schools, is reassessing the nonprofit’s strategy. For nearly 10 years, Uncommon had fulfilled its mission to bring high-quality education to students in low-income, urban areas... View Details
Keywords: Charter Schools; Nonprofit Organizations; Teaching; Talent Management; Innovation; Organization Structure; Education; Early Childhood Education; Middle School Education; Organizational Structure; Performance Consistency; Strategy; Collaborative Innovation and Invention; Education Industry
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Kim, John J-H, and Sarah McAra. "Uncommon Schools (A): A Network of Networks." Harvard Business Publishing Case, 2017. (Case No. PEL-079.)
  • 2013
  • Working Paper

Imprinting: Toward A Multilevel Theory

By: Christopher Marquis and Andras Tilcsik
The concept of imprinting has attracted considerable interest in numerous fields—including organizational ecology, institutional theory, network analysis, and career research—and has been applied at several levels of analysis, from the industry to the individual. This... View Details
Keywords: History; Situation or Environment; Organizational Design; Organizational Structure
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Marquis, Christopher, and Andras Tilcsik. "Imprinting: Toward A Multilevel Theory." Harvard Business School Working Paper, No. 13-061, January 2013. (Forthcoming in Academy of Management Annals.)
  • 05 Feb 2024
  • Research & Ideas

The Middle Manager of the Future: More Coaching, Less Commanding

to connect groups with disparate skills—like engineering, sales, and market analysis—at key points in a project. Extensive analysis of job postings Zhang bases his conclusions on a unique linguistic analysis of more than 34 million online... View Details
Keywords: by Ben Rand
  • 2013
  • Case

Advanced Leadership Pathways: Gilberto Dimenstein and Community Empowerment in Brazil (A)

By: Rosabeth M. Kanter, Alexandre Naghirniac, Ai-Ling Jamila Malone and Daniella Suarez
In 2011, Gilberto Dimenstein, a well-known Brazilian journalist, created a new model that connected disparate resources to revitalize Sao Paulo. He wanted his model to expand across Brazil and the world. Dimenstein covered many of the social issues facing Brazil as a... View Details
Keywords: Social Entrepreneurship; Urban Scope; Social Issues; Education; Knowledge Dissemination; Learning; Leading Change; Brazil
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Kanter, Rosabeth M., Alexandre Naghirniac, Ai-Ling Jamila Malone, and Daniella Suarez. "Advanced Leadership Pathways: Gilberto Dimenstein and Community Empowerment in Brazil (A)." Harvard Business Publishing Case 313-116, 2013. (Harvard Advanced Leadership Initiative.)
  • 2023
  • Article

Benchmarking Large Language Models on CMExam—A Comprehensive Chinese Medical Exam Dataset

By: Junling Liu, Peilin Zhou, Yining Hua, Dading Chong, Zhongyu Tian, Andrew Liu, Helin Wang, Chenyu You, Zhenhua Guo, Lei Zhu and Michael Lingzhi Li
Recent advancements in large language models (LLMs) have transformed the field of question answering (QA). However, evaluating LLMs in the medical field is challenging due to the lack of standardized and comprehensive datasets. To address this gap, we introduce CMExam,... View Details
Keywords: Large Language Model; AI and Machine Learning; Analytics and Data Science; Health Industry
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Liu, Junling, Peilin Zhou, Yining Hua, Dading Chong, Zhongyu Tian, Andrew Liu, Helin Wang, Chenyu You, Zhenhua Guo, Lei Zhu, and Michael Lingzhi Li. "Benchmarking Large Language Models on CMExam—A Comprehensive Chinese Medical Exam Dataset." Conference on Neural Information Processing Systems (NeurIPS), Datasets and Benchmarks Track 36 (2023).
  • October 2010
  • Article

The Emerging Capital Market for Nonprofits

By: Robert S. Kaplan and Allen S. Grossman
Many of our largest and most successful companies today did not exist 50 years ago. During this same time interval, companies that ranked among top in the 1960s have disappeared, been merged out of existence, or become much smaller presences in the U.S. industrial... View Details
Keywords: Capital Markets; Investment Funds; Philanthropy and Charitable Giving; Corporate Accountability; Management Practices and Processes; Infrastructure; Corporate Social Responsibility and Impact; Performance Effectiveness; Nonprofit Organizations
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Kaplan, Robert S., and Allen S. Grossman. "The Emerging Capital Market for Nonprofits." Harvard Business Review 88, no. 10 (October 2010).
  • 06 Aug 2009
  • Working Paper Summaries

Buy Local? The Geography of Successful and Unsuccessful Venture Capital Expansion

Keywords: by Henry Chen, Paul A. Gompers, Anna Kovner & Josh Lerner
  • July 2024
  • Article

Mass General Brigham’s Patient-Reported Outcomes Measurement System: A Decade of Learnings

By: Jason B. Liu, Robert S. Kaplan, David W. Bates, Mario O. Edelen, Rachel C. Sisodia and Andrea L. Pusic
This article describes the strategies that leaders at the Mass General Brigham (MGB) health system have used in launching a standardized patient-reported outcome measure (PROM) collection program in 2012, a major step in the value-based transformation of health care.... View Details
Keywords: Patient-reported Outcomes; Value Based Health Care; Health Care and Treatment; Transformation; Outcome or Result; Organizational Change and Adaptation; Performance Improvement; Health Industry
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Liu, Jason B., Robert S. Kaplan, David W. Bates, Mario O. Edelen, Rachel C. Sisodia, and Andrea L. Pusic. "Mass General Brigham’s Patient-Reported Outcomes Measurement System: A Decade of Learnings." NEJM Catalyst Innovations in Care Delivery 5, no. 7 (July 2024).
  • 23 Mar 2011
  • Working Paper Summaries

Do US Market Interactions Affect CEO Pay? Evidence from UK Companies

Keywords: by Joseph J. Gerakos, Joseph D. Piotroski & Suraj Srinivasan
  • August 29, 2022
  • Other Article

Income Inequality Is Rising. Are We Even Measuring It Correctly?

By: Jon M. Jachimowicz, K. Blesch and Oliver P. Hauser
Income inequality is on the rise in many countries around the world, according to the United Nations. What’s more, disparities in global income were exacerbated by the COVID-19 pandemic, with some countries facing greater economic losses than others. Policymakers... View Details
Keywords: Income Inequality; Gini Coefficient; COVID-19 Pandemic; Government Administration; Equality and Inequality; Health Pandemics; Measurement and Metrics
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Jachimowicz, Jon M., K. Blesch, and Oliver P. Hauser. "Income Inequality Is Rising. Are We Even Measuring It Correctly?" Harvard Business School Working Knowledge (August 29, 2022).
  • Research Summary

On the Origins of Brokerage in Intraorganizational Networks

While we have ample empirical evidence linking brokerage in intraorganizational social networks to both individual and firm-level benefits, we know little about its origins. Prior research describes correlations between rough demographic categories and network... View Details
  • May 2025
  • Case

IQanat: Empowering Rural Youth in Kazakhstan

By: Boris Groysberg and Maxim Pike Harrell
In June 2025, IQanat CEO Aliya Salikova considered scaling opportunities for the foundation, which provided educational opportunities for children from rural regions of Kazakhstan. Established by Kazakhstani businessman and philanthropist Aidyn Rakhimbayev, IQanat... View Details
Keywords: Mission and Purpose; Organizational Change and Adaptation; Leadership; Social Enterprise; Social Entrepreneurship; Growth and Development Strategy; Growth Management; Rural Scope; Philanthropy and Charitable Giving; Equality and Inequality; Education Industry; Central Asia; Kazakhstan
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Groysberg, Boris, and Maxim Pike Harrell. "IQanat: Empowering Rural Youth in Kazakhstan." Harvard Business School Case 425-077, May 2025.
  • October 2022
  • Case

Afrigen Biologics: Vaccines for the Global South

By: Debora L. Spar and Julia Comeau
The majority of vaccines used on the continent of Africa (99%) are produced offshore. This makes African nations reliant on the West for major health care needs, a problem which was exacerbated by the COVID-19 pandemic. Afrigen Biologics (in partnership with the WHO)... View Details
Keywords: Vaccination; Vaccine; mRNA; COVID; COVID-19; Inequity; Hub-and-spoke; Health Care and Treatment; Health Pandemics; Production; Social Issues; Business and Government Relations; South Africa; Africa
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Spar, Debora L., and Julia Comeau. "Afrigen Biologics: Vaccines for the Global South." Harvard Business School Case 323-030, October 2022.
  • 27 Feb 2024
  • Research & Ideas

Why Companies Should Share Their DEI Data (Even When It’s Unflattering)

diversity data—even if it shows a disparity in the representation of employees of color—doesn’t hurt consumer attitudes toward a company. And, when the numbers show that a company’s workforce is relatively diverse, consumers feel even... View Details
Keywords: by Shalene Gupta
  • October 6, 2015
  • Article

Compared to Men, Women View Professional Advancement as Equally Attainable, but Less Desirable

By: Francesca Gino, Caroline Ashley Wilmuth and Alison Wood Brooks
Women are underrepresented in most high-level positions in organizations. While a great deal of research has provided evidence that bias and discrimination give rise to and perpetuate this gender disparity, in the current research, we explore another explanation: men... View Details
Keywords: Personal Development and Career; Gender
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Gino, Francesca, Caroline Ashley Wilmuth, and Alison Wood Brooks. "Compared to Men, Women View Professional Advancement as Equally Attainable, but Less Desirable." Proceedings of the National Academy of Sciences 112, no. 40 (October 6, 2015).
  • 20 Nov 2012
  • First Look

First Look: November 20

pay between different-state managers increased by less relative to same-state managers after the rule change. Taken together, our findings suggest that peer comparison decreases pay disparity within firms and that principals face a... View Details
Keywords: Sean Silverthorne
  • 11 Jan 2013
  • Working Paper Summaries

The Spatial Diffusion of Technology

Keywords: by Diego A. Comin, Mikhail Dmitriev & Esteban Rossi-Hansberg
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