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      • April–June 2022
      • Other Article

      Commentary on 'Causal Decision Making and Causal Effect Estimation Are Not the Same... and Why It Matters'

      By: Edward McFowland III
      There has been a substantial discussion in various methodological and applied literatures around causal inference; especially in the use of machine learning and statistical models to understand heterogeneity in treatment effects and to make optimal decision... View Details
      Keywords: Causal Inference; Treatment Effect Estimation; Treatment Assignment Policy; Human-in-the-loop; Decision Making; Fairness
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      McFowland III, Edward. "Commentary on 'Causal Decision Making and Causal Effect Estimation Are Not the Same... and Why It Matters'." INFORMS Journal on Data Science 1, no. 1 (April–June 2022): 21–22.
      • 2022
      • Book

      Decision Leadership: Empowering Others to Make Better Choices

      By: Don A. Moore and Max H. Bazerman
      When we think of leaders, we often imagine lone, inspirational figures lauded for their behaviors, attributes, and personal decisions, and leadership books often reinforce that view. However, this approach ignores a leader’s mission to empower others. Applying decades... View Details
      Keywords: Empowerment Leadership; Leadership; Employees; Decision Making; Management Style
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      Moore, Don A., and Max H. Bazerman. Decision Leadership: Empowering Others to Make Better Choices. New Haven: Yale University Press, 2022.
      • 2022
      • Chapter

      Firms, Morality, and the Search for a Better World

      By: Rebecca Henderson
      Book Abstract: Defining a just economy in a tenuous social-political time. If we can agree that our current social-political moment is tenuous and unsustainable—and indeed, that may be the only thing we can agree on right now—then how do markets, governments, and... View Details
      Keywords: Moral Sensibility; Social Issues
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      Henderson, Rebecca. "Firms, Morality, and the Search for a Better World." Chap. 7 in A Political Economy of Justice, edited by Danielle Allen, Yochai Benkler, Leah Downey, Rebecca Henderson, and Joshua Simons, 187–209. Chicago: University of Chicago Press, 2022.
      • March 2022 (Revised March 2024)
      • Case

      DaVita Responds to COVID

      By: Susanna Gallani and David Lane
      Early in August 2021, DaVita CEO Javier Rodriguez was assessing the ongoing impact of the COVID-19 pandemic on his firm, which provided life-sustaining kidney dialysis to roughly 240,000 people. Effective infection control practices and information sharing had ensured... View Details
      Keywords: COVID-19 Pandemic; Change Management; Communication; Talent and Talent Management; Fairness; Values and Beliefs; Corporate Accountability; Health Care and Treatment; Health Pandemics; Human Resources; Employee Relationship Management; Retention; Wages; Working Conditions; Leadership Style; Crisis Management; Organizational Culture; Health Industry; United States
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      Gallani, Susanna, and David Lane. "DaVita Responds to COVID." Harvard Business School Case 122-007, March 2022. (Revised March 2024.)
      • March 2022 (Revised March 2025)
      • Technical Note

      Ethical Analysis: Society

      By: Nien-hê Hsieh
      How should managers determine and deliver on their responsibilities to society? This note summarizes prevailing approaches to this question and outlines an approach centered on what distinguishes society from other key constituencies, such as investors or customers.... View Details
      Keywords: Social and Collaborative Networks; Management Analysis, Tools, and Techniques; Organizational Structure; Corporate Social Responsibility and Impact; Ethics; Analysis
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      Hsieh, Nien-hê. "Ethical Analysis: Society." Harvard Business School Technical Note 322-119, March 2022. (Revised March 2025.)
      • March 2022 (Revised January 2023)
      • Case

      Clara Wu Tsai and Brooklyn Loan Innovation

      By: Archie L. Jones, Jeffrey J. Bussgang and Henry McGee
      Philanthropist Clara Wu Tsai is committed to racial equity and investing in Brooklyn-based minority business owners. In the wake of the George Floyd murder, she decides to create a new initiative called the Social Justice Fund and commit an initial $50 million over 10... View Details
      Keywords: Minority-owned Businesses; Racial Equity; Entrepreneurship; Race; Values and Beliefs; Small Business; Partners and Partnerships; Social Issues; Investment; Corporate Social Responsibility and Impact; Decision Making; Brooklyn
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      Jones, Archie L., Jeffrey J. Bussgang, and Henry McGee. "Clara Wu Tsai and Brooklyn Loan Innovation." Harvard Business School Case 822-124, March 2022. (Revised January 2023.)
      • Article

      Eliminating Unintended Bias in Personalized Policies Using Bias-Eliminating Adapted Trees (BEAT)

      By: Eva Ascarza and Ayelet Israeli

      An inherent risk of algorithmic personalization is disproportionate targeting of individuals from certain groups (or demographic characteristics such as gender or race), even when the decision maker does not intend to discriminate based on those “protected”... View Details

      Keywords: Algorithm Bias; Personalization; Targeting; Generalized Random Forests (GRF); Discrimination; Customization and Personalization; Decision Making; Fairness; Mathematical Methods
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      Ascarza, Eva, and Ayelet Israeli. "Eliminating Unintended Bias in Personalized Policies Using Bias-Eliminating Adapted Trees (BEAT)." e2115126119. Proceedings of the National Academy of Sciences 119, no. 11 (March 8, 2022).
      • February 2022 (Revised August 2022)
      • Case

      Amazon, Expedia, and Antitrust: Meeting Legal and Ethical Responsibilities to Customers

      By: Robert J. Dolan
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      Dolan, Robert J. "Amazon, Expedia, and Antitrust: Meeting Legal and Ethical Responsibilities to Customers." Harvard Business School Case 522-085, February 2022. (Revised August 2022.)
      • February 2022
      • Case

      Paul Polman

      By: Elizabeth A. Keenan, Youngme Moon and Susie Ma
      Over his 40-year career, Paul Polman had led some of the world’s largest consumer goods companies, making his biggest mark as CEO of Unilever—a multi-national corporation that produced everything from soap to soup. Polman was also well-regarded as a leader in corporate... View Details
      Keywords: Marketing; Brands and Branding; Marketing Communications; Marketing Strategy; Leadership; Corporate Accountability; Personal Development and Career; Corporate Social Responsibility and Impact; Ethics; Values and Beliefs; Social Issues; Philanthropy and Charitable Giving
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      Keenan, Elizabeth A., Youngme Moon, and Susie Ma. "Paul Polman." Harvard Business School Case 322-098, February 2022.
      • February 2022
      • Technical Note

      Ethical Analysis: Fairness

      By: Nien-hê Hsieh
      Concerns about fairness can arise across a wide range of contexts. They include the treatment of others, how much things cost, how much workers are paid, the outcome of a decision, and how we assign benefits and burdens across individuals. What counts as fair in a... View Details
      Keywords: Fairness; Management Practices and Processes; Decision Choices and Conditions
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      Hsieh, Nien-hê. "Ethical Analysis: Fairness." Harvard Business School Technical Note 322-097, February 2022.
      • February 2022
      • Case

      NFX Capital and Moov Technologies

      By: Scott Duke Kominers and Nicole Tempest Keller
      In July 2019, James Currier, a general partner at San Francisco-based NFX Ventures, was considering a seed stage investment of $1.5 million in Moov Technologies, a B2B marketplace for used industrial equipment. NFX was a venture capital firm focused on seed-stage... View Details
      Keywords: Venture Capital; Network Effects; Marketplace Matching; Digital Platforms; Market Design; Applications and Software; Semiconductor Industry; Financial Services Industry; San Francisco
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      Kominers, Scott Duke, and Nicole Tempest Keller. "NFX Capital and Moov Technologies." Harvard Business School Case 822-045, February 2022.
      • 2022
      • Chapter

      Key Success Factors in Environmental Entrepreneurship: The Case of Wilderness Safaris

      By: James E. Austin, Megan Epler Woods and Herman B. Leonard
      This chapter analyzes the entrepreneurial conception and evolution of the Wilderness Safaris (WS) ecotourism enterprise operating in eight African countries. It illuminates a series of factors that contribute to positive environmental impact as well as financial... View Details
      Keywords: Environmental Sustainability; Entrepreneurship
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      Austin, James E., Megan Epler Woods, and Herman B. Leonard. "Key Success Factors in Environmental Entrepreneurship: The Case of Wilderness Safaris." Chap. 7 in World Scientific Encyclopedia of Business Sustainability, Ethics, and Entrepreneurship, Volume 1: Environmental and Social Entrepreneurship, edited by Peter Gianiodis, Maritza I. Espina, and William R. Meek, 175–196. World Scientific Publishing, 2022.
      • February 2022 (Revised October 2022)
      • Case

      P.T. Barnum: Changing the World

      By: Robert Simons and Shirley Sun
      This case describes the life of P.T. Barnum, widely considered to the be the father of modern advertising and marketing. Barnum showed his genius for business early, selling lottery tickets and confections from his father’s store. He went on to found a famous museum of... View Details
      Keywords: Entertainment; Entrepreneurship; Personal Characteristics; Marketing; Success; Values and Beliefs; Mission and Purpose; Entertainment and Recreation Industry; United States; Europe
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      Simons, Robert, and Shirley Sun. "P.T. Barnum: Changing the World." Harvard Business School Case 122-076, February 2022. (Revised October 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
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      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 2022
      • Case

      Bee-ing Better at Bombas

      By: Elizabeth A. Keenan, Youngme Moon and John Masko
      David Heath and Randy Goldberg founded Bombas in 2013 to serve two missions: to deliver the “best socks in the history of feet,” and to donate socks (the most requested item in homeless shelters) to Americans experiencing homelessness. Eight years later, Bombas had... View Details
      Keywords: Social Entrepreneurship; Values and Beliefs; Brands and Branding; Marketing Strategy; Digital Marketing; Distribution; Corporate Social Responsibility and Impact; Mission and Purpose; Quality; Business and Stakeholder Relations; Human Needs; Poverty; Growth and Development Strategy; Apparel and Accessories Industry; New York (city, NY)
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      Keenan, Elizabeth A., Youngme Moon, and John Masko. "Bee-ing Better at Bombas." Harvard Business School Case 522-038, January 2022.
      • January 2022 (Revised April 2025)
      • Case

      Steem Versus Hive: Testing Blockchain Governance

      By: Shikhar Ghosh and Shweta Bagai
      This case examines a pivotal governance conflict that occurred in 2020 when Justin Sun, founder of the TRON blockchain, acquired Steemit Inc., the company behind a popular social media platform operating on the Steem blockchain. Steem, launched in 2016 by Daniel... View Details
      Keywords: Blockchain; Mergers and Acquisitions; Values and Beliefs; Corporate Governance; Organizational Culture; Social and Collaborative Networks; Technology Industry
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      Ghosh, Shikhar, and Shweta Bagai. "Steem Versus Hive: Testing Blockchain Governance." Harvard Business School Case 822-075, January 2022. (Revised April 2025.)
      • January 2022
      • Technical Note

      Ethical Analysis: Well-Being and Rights

      By: Nien-hê Hsieh and Christopher Diak
      This note introduces students to two central concepts for ethical analysis: well-being and rights. It illustrates ways in which they figure in managerial decisions and challenges that arise, including how to frame trade-offs across individual well-being and... View Details
      Keywords: Ethics; Analysis; Rights; Well-being; Management Practices and Processes; Decision Making
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      Hsieh, Nien-hê, and Christopher Diak. "Ethical Analysis: Well-Being and Rights." Harvard Business School Technical Note 322-065, January 2022.
      • 2022
      • Chapter

      A Compass for Decision Making

      By: Lynn S. Paine
      Book Abstract: The second edition of Responsible Leadership offers orienting knowledge on how to lead in a world of contested values—a world where leadership work extends beyond leaders and direct reports to a whole range of stakeholders inside and outside an... View Details
      Keywords: Leadership; Decision Making
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      Paine, Lynn S. "A Compass for Decision Making." Chap. 9 in Responsible Leadership. 2nd edition, edited by Nicola Pless and Thomas Maak, 154–167. London: Routledge, 2022.
      • 2022
      • Book

      Leadership to Last: How Great Leaders Leave Legacies Behind

      By: Geoffrey Jones and Tarun Khanna
      Society tends to glorify the get-rich-quick entrepreneur who builds a company, takes it public and then (maybe) contributes to charity. In Leadership to Last, Geoffrey Jones and Tarun Khanna discuss the interviews they and other Harvard faculty have undertaken... View Details
      Keywords: Innovation; Corruption; Gender; Innovation and Invention; Leadership; Philanthropy and Charitable Giving; Society; India; Pakistan; Bangladesh; Middle East; Africa; Latin America; Philippines
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      Jones, Geoffrey, and Tarun Khanna. Leadership to Last: How Great Leaders Leave Legacies Behind. Gurgaon, India: Penguin Random House India, 2022.
      • 2022
      • Chapter

      Luxury Tourism and Environmentalism

      By: Geoffrey Jones
      This chapter examines the evolution of luxury tourism and its environmental impact. Whilst mass tourism is widely seen as environmentally damaging, the impact of luxury tourism is nuanced. During the first stage of the growth in the nineteenth century, the numbers of... View Details
      Keywords: Luxury Consumption; Environmentalism; Tourism; Green Business; Luxury; History; Ethics; Globalization; Environmental Management; Business History; Tourism Industry; Antarctica; Latin America; North and Central America; Europe; Switzerland; Chile; Costa Rica; Africa; Kenya
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      Jones, Geoffrey. "Luxury Tourism and Environmentalism." Chap. 27 in The Oxford Handbook of Luxury Business, edited by Pierre-Yves Donzé, Véronique Pouillard, and Joanne Roberts, 571–590. Oxford, UK: Oxford University Press, 2022.
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