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Publications

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      • Faculty Publications  (737)

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      • October 2022 (Revised July 2025)
      • Case

      Driving Decarbonization at BMW

      By: Shirley Lu, George Serafeim and Michael W. Toffel
      The case describes BMW’s electrification and decarbonization strategy, and how the company measured carbon emissions throughout the life cycle of its vehicles and used tools like carbon abatement cost curves to evaluate decarbonization opportunities. In mid-2022,... View Details
      Keywords: Decarbonization; Climate Change; Environment; Sustainability; Carbon Accounting; Carbon; Carbon Abatement; Electric Vehicles; Automobiles; Transportation; Environmental Accounting; Environmental Management; Environmental Sustainability; Accounting; Strategy; Technological Innovation; Supply Chain; Business and Stakeholder Relations; Transportation Industry; Auto Industry; Battery Industry; Germany; China; United States; Europe
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      Lu, Shirley, George Serafeim, and Michael W. Toffel. "Driving Decarbonization at BMW." Harvard Business School Case 123-008, October 2022. (Revised July 2025.)
      • September–October 2022
      • Article

      Case Study: What's the Right Career Move After a Public Failure?

      By: Jon M. Jachimowicz and Francesca Gino
      “Reunions are for happy people,” Mariani Kallis said to her friend Whitney on the phone. “I’m not going.” “Come on, it won’t be the same without you,” Whitney pleaded. “Besides, no one is happy right now. Everyone’s life is a mess.” “I’m pretty sure none of our... View Details
      Keywords: Career Decisions; Personal Development and Career
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      Jachimowicz, Jon M., and Francesca Gino. "Case Study: What's the Right Career Move After a Public Failure?" Harvard Business Review 100, no. 5 (September–October 2022): 144–149.
      • 2022
      • Book

      Healthy Buildings: How Indoor Spaces Can Make You Sick—or Keep You Well

      By: Joseph G. Allen and John D. Macomber
      For too long we’ve designed buildings that haven’t focused on the people inside—their health, their ability to work effectively, and what that means for the bottom line. An authoritative introduction to a movement whose vital importance is now all too clear, Healthy... View Details
      Keywords: COVID-19; Buildings and Facilities; Health; Health Pandemics; Safety
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      Allen, Joseph G., and John D. Macomber. Healthy Buildings: How Indoor Spaces Can Make You Sick—or Keep You Well. Revised and updated edition, Cambridge, MA: Harvard University Press, 2022.
      • 2022
      • Book

      Purpose + Profit: How Business Can Lift Up the World

      By: George Serafeim
      The roadmap and best practices to reap the enormous value that can emerge when your business prioritizes social and environmental goals—such as climate change, diversity and inclusion, and sustainability—right alongside the pursuit of profit.

      We not only... View Details
      Keywords: ESG (Environmental, Social, Governance) Performance; Profitability; Business And Society; Organizations; Mission and Purpose; Goals and Objectives; Social Issues; Environmental Sustainability; Value Creation; Organizational Change and Adaptation
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      Serafeim, George. Purpose + Profit: How Business Can Lift Up the World. New York: HarperCollins Leadership, 2022.
      • July 2022
      • Article

      Mental Health During the First Year of the COVID-19 Pandemic: A Review and Recommendations for Moving Forward

      By: Lara Aknin, Jan-Emmanuel De Neve, Elizabeth Dunn, Daisy Fancourt, Elkhonon Goldberg, John Helliwell, Sarah P. Jones, Elie Karam, Richard Layard, Sonja Lyubomirsky, Andrew Rzepa, Shekhar Saxena, Emily Thornton, Tyler VanderWeele, Ashley V. Whillans, Jamil Zaki, Ozge Karadag Caman and Yanis Ben Amour
      COVID-19 has infected millions of people and upended the lives of most humans on the planet. Researchers from across the psychological sciences have sought to document and investigate the impact of COVID-19 in myriad ways, causing an explosion of research that is broad... View Details
      Keywords: COVID-19; Mental Health; Psychological Distress; Subjective Well-being; Lonelines; Social Connection; Self-harm; Suicide; Health Pandemics; Well-being
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      Aknin, Lara, Jan-Emmanuel De Neve, Elizabeth Dunn, Daisy Fancourt, Elkhonon Goldberg, John Helliwell, Sarah P. Jones, Elie Karam, Richard Layard, Sonja Lyubomirsky, Andrew Rzepa, Shekhar Saxena, Emily Thornton, Tyler VanderWeele, Ashley V. Whillans, Jamil Zaki, Ozge Karadag Caman, and Yanis Ben Amour. "Mental Health During the First Year of the COVID-19 Pandemic: A Review and Recommendations for Moving Forward." Perspectives on Psychological Science 17, no. 4 (July 2022): 915–936.
      • 2022
      • Article

      Science-based Entrepreneurship in India: A Policy Glass (as yet) Quarter-Full

      By: Tarun Khanna
      India is celebrated for a resurgence of de novo entrepreneurship in recent decades. Entrants have engaged in creative risk-taking to provide market-based solutions for private or social needs despite not being scions of wealthy industrial or business families. In this... View Details
      Keywords: Entrepreneurship; Innovation and Invention; Science; Policy; Investment
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      Khanna, Tarun. "Science-based Entrepreneurship in India: A Policy Glass (as yet) Quarter-Full." India Policy Forum 19 (2022): 1–53.
      • June 2022 (Revised August 2022)
      • Case

      Sustainability Reporting at Dollar Tree, Inc.

      By: Suraj Srinivasan and Li-Kuan Ni
      The cases discusses the ESG strategy of Dollar Tree Inc., a U.S. Fortune 500 company in the deep discount retail industry and the and shareholder pressure faced by the company. In 2022, the company faced a shareholder resolution from a renowned shareholder advocacy... View Details
      Keywords: ESG; Sustainability; Shareholder Activism; Dollar Tree; Sustainability Reporting; ESG Reporting; Board Of Directors; Shareholder Engagement; GHG; Environmental Accounting; Integrated Corporate Reporting; Trends; Communication; Announcements; Voting; Environmental Management; Climate Change; Environmental Sustainability; Values and Beliefs; Corporate Accountability; Corporate Disclosure; Corporate Governance; Governing Rules, Regulations, and Reforms; Policy; Reports; Business or Company Management; Risk Management; Corporate Social Responsibility and Impact; Outcome or Result; Strategic Planning; Business and Stakeholder Relations; Situation or Environment; Opportunities; Civil Society or Community; Social Issues; Public Opinion; Strategy; Adaptation; Alignment; Business Strategy; Corporate Strategy; Value Creation; Retail Industry; United States; Virginia
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      Srinivasan, Suraj, and Li-Kuan Ni. "Sustainability Reporting at Dollar Tree, Inc." Harvard Business School Case 122-044, June 2022. (Revised August 2022.)
      • 2022
      • Working Paper

      Machine Learning Models for Prediction of Scope 3 Carbon Emissions

      By: George Serafeim and Gladys Vélez Caicedo
      For most organizations, the vast amount of carbon emissions occur in their supply chain and in the post-sale processing, usage, and end of life treatment of a product, collectively labelled scope 3 emissions. In this paper, we train machine learning algorithms on 15... View Details
      Keywords: Carbon Emissions; Climate Change; Environment; Carbon Accounting; Machine Learning; Artificial Intelligence; Digital; Data Science; Environmental Sustainability; Environmental Management; Environmental Accounting
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      Serafeim, George, and Gladys Vélez Caicedo. "Machine Learning Models for Prediction of Scope 3 Carbon Emissions." Harvard Business School Working Paper, No. 22-080, June 2022.
      • May 2022
      • Teaching Note

      Climate Action in Miami

      By: Rosabeth Moss Kanter and Catarina Martinez
      Teaching Note for HBS Case No. 322-101. The Miami metropolitan area is a global epicenter of climate risk from heat and sea level rise, but leaders have only recently mobilized for action to respond to this systemic challenge. Resilient 305 began a collaboration across... View Details
      Keywords: Climate Change; Climate Impact; Change; Leadership; Cross-sector Collaboration; Coalition; Ecosystem; Greenhouse Gas Emissions; Cities; Environmental Sustainability; Infrastructure; Green Technology; Environmental Management; Miami
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      Kanter, Rosabeth Moss, and Catarina Martinez. "Climate Action in Miami." Harvard Business School Teaching Note 322-128, May 2022.
      • 2022
      • Chapter

      Capitalism and the Environment

      By: Geoffrey Jones
      Capitalism drove the environmental decimation of the planet. The environment was seen as a free good, while the consequences of dirty industrial and agricultural processes were seen as external to the firm. Public policies largely allowed this to happen, as politicians... View Details
      Keywords: History; Environment; Sustainability; Capitalism; Ethics; Business History; Environmental Sustainability; Green Technology; Pollution; Climate Change
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      Jones, Geoffrey. "Capitalism and the Environment." Chap. 8 in Evolutions of Capitalism: Historical Perspectives: 1200–2000, edited by Catherine Casson and Philipp Robinson Rössner, 187–211. Bristol, United Kingdom: Bristol University Press, 2022.
      • Other Article

      Sustainable Strategies and Net-Zero Goals

      By: Mark L. Frigo, Robert S. Kaplan and Karthik Ramanna
      In a recent Harvard Business Review article, Kaplan and Ramanna describe a rigorous approach, the E-liability method, for companies’ ESG reporting, especially as it pertains to GHG emissions measurements. They argue that the current standards for measuring... View Details
      Keywords: Measurement; Sustainability; Net-zero Emissions; Environmental Sustainability; Integrated Corporate Reporting; Measurement and Metrics; Strategy
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      Frigo, Mark L., Robert S. Kaplan, and Karthik Ramanna. "Sustainable Strategies and Net-Zero Goals." Special Issue on Sustainability. Strategic Finance 103, no. 10 (April 2022): 42–49.
      • March 2022 (Revised January 2025)
      • Technical Note

      Exploratory Data Analysis

      By: Iavor I. Bojinov, Michael Parzen and Paul Hamilton
      This module note provides an overview of exploratory data analysis for an introduction to data science course. It begins by defining the term "data", and then describes the different types of data that companies work with (structured v. unstructured, categorical v.... View Details
      Keywords: Data Analysis; Data Science; Statistics; Data Visualization; Exploratory Data Analysis; Analytics and Data Science; Analysis
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      Bojinov, Iavor I., Michael Parzen, and Paul Hamilton. "Exploratory Data Analysis." Harvard Business School Technical Note 622-098, March 2022. (Revised January 2025.)
      • March 2022 (Revised July 2022)
      • Case

      Climate Action in Miami

      By: Rosabeth Moss Kanter
      The Miami metropolitan area is a global epicenter of climate risk from heat and sea level rise, but leaders have only recently mobilized for action to respond to this systemic challenge. Resilient 305 began a collaboration across officials in the cities of Miami and... View Details
      Keywords: Climate Change; Climate Impact; Change; Leadership; Cross-sector Collaboration; Coalition; Ecosystem; Greenhouse Gas Emissions; Green Business; Adaptation; Environmental Sustainability; Infrastructure; Green Technology; Environmental Management; Miami
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      Kanter, Rosabeth Moss. "Climate Action in Miami." Harvard Business School Case 322-101, March 2022. (Revised July 2022.)
      • March 2022 (Revised October 2022)
      • Case

      John F. Kennedy: Changing the World

      By: Robert Simons and Max Saffer
      This case traces the rise of John F. Kennedy from a wealthy family in Boston to president of the United States. The case describes how Kennedy, as a young man, lived a privileged life in the shadow of his older brother, Joe. When Joe was killed in World War II, Jack... View Details
      Keywords: Politics; Business And Government; Legacy; Leadership Development; Personal Characteristics; Business and Government Relations; Success; Power and Influence; Decision Making; Personal Development and Career; United States
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      Simons, Robert, and Max Saffer. "John F. Kennedy: Changing the World." Harvard Business School Case 122-088, March 2022. (Revised October 2022.)
      • March 2022
      • Case

      Shanghai Pudong Science and Technology Investment Co., Ltd.: December 2014

      By: Josh Lerner, Luyang Zhang, Xinlai Tong and Yue Kong
      In early December 2014, the senior team of Pudong Science and Technology Investment (hereafter, Pudong S&T) gathered in the offices of their chairman, Dr. Xudong Zhu. Before completing its cross-border acquisition of Montage Technology, Pudong S&T—wholly owned by the... View Details
      Keywords: Mergers and Acquisitions; Ownership Stake; Risk Management; Ownership Type; China
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      Lerner, Josh, Luyang Zhang, Xinlai Tong, and Yue Kong. "Shanghai Pudong Science and Technology Investment Co., Ltd.: December 2014 ." Harvard Business School Case 822-111, March 2022.
      • Article

      The Messy but Essential Pursuit of Purpose

      By: Ranjay Gulati
      Most forward-thinking executives have embraced the notion that purpose-driven companies can solve social and environmental problems while also generating wealth, creating win-win outcomes that benefit everyone. But ideal solutions are rare. Many purpose-driven... View Details
      Keywords: Purpose; Sustainability; Mission and Purpose; Social Issues; Environmental Sustainability; Profit; Business and Stakeholder Relations; Decision Making
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      Gulati, Ranjay. "The Messy but Essential Pursuit of Purpose." Harvard Business Review 100, no. 2 (March–April 2022): 45–55.
      • February 2022
      • Teaching Plan

      Community Solutions

      By: Brian Trelstad and Tom Quinn
      Teaching Plan for HBS Case No. 322-021. Community Solutions was an anti-homelessness nonprofit founded in 2011 after protagonist Rosanne Haggerty grew frustrated with the limited impact of traditional housing and outreach strategies. It set an ambitious goal, reached... View Details
      Keywords: Homelessness; Social Issues; Housing; Human Needs; Poverty; Welfare; Business and Community Relations; Analytics and Data Science; Business Strategy; Corporate Social Responsibility and Impact; Philanthropy and Charitable Giving
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      Trelstad, Brian, and Tom Quinn. "Community Solutions." Harvard Business School Teaching Plan 322-060, February 2022.
      • February 1, 2022
      • Article

      Business Schools Must Do More to Address the Climate Crisis

      By: Concepción Galdón, Knut Haanaes, Daniel Halbheer, Jennifer Howard-Grenville, Katell Le Goulven, Mike Rosenberg, Peter Tufano and Amelia Whitelaw
      Business schools have much to contribute to the fight against climate change. They are experts in organizational transformation, performance measurement, operations, marketing, leadership, and governance. A group of eight business schools has come together to find... View Details
      Keywords: Climate Change; Business Education; Environmental Sustainability; Education Industry
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      Galdón, Concepción, Knut Haanaes, Daniel Halbheer, Jennifer Howard-Grenville, Katell Le Goulven, Mike Rosenberg, Peter Tufano, and Amelia Whitelaw. "Business Schools Must Do More to Address the Climate Crisis." Harvard Business Review Digital Articles (February 1, 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.)
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