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Publications

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    • All HBS Web  (2,888)
      • Faculty Publications  (568)

      Computational Social ScienceRemove Computational Social Science →

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      • 2017
      • Working Paper

      Explaining the Vertical-to-Horizontal Transition in the Computer Industry

      By: Carliss Y. Baldwin
      This paper seeks to explain the technological forces that led to the rise of vertically integrated corporations in the late 19th century and the opposing forces that led to a vertical-to-horizontal transition in the computer industry 100 years later. I first model the... View Details
      Keywords: Organizational Design; Business History; Vertical Integration; Horizontal Integration; Digital Platforms; Computer Industry
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      Baldwin, Carliss Y. "Explaining the Vertical-to-Horizontal Transition in the Computer Industry." Harvard Business School Working Paper, No. 17-084, March 2017.
      • Article

      Social Recycling Transforms Unwanted Goods into Happiness

      By: Grant Edward Donnelly, Cait Lamberton, Rebecca Walker Reczek and Michael I. Norton
      Consumers are often surrounded by resources that once offered meaning or happiness but that have lost this subjective value over time—even as they retain their objective utility. We explore the potential for social recycling—disposing of used goods by allowing other... View Details
      Keywords: Disposition; Well-being; Prosocial Behavior; Pro-environmental Behavior; Happiness; Behavior; Philanthropy and Charitable Giving; Environmental Sustainability
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      Donnelly, Grant Edward, Cait Lamberton, Rebecca Walker Reczek, and Michael I. Norton. "Social Recycling Transforms Unwanted Goods into Happiness." Journal of the Association for Consumer Research 2, no. 1 (January 2017): 48–63.
      • November 2016
      • Case

      But, It's For a Good Cause

      By: Elizabeth Keenan and John Gourville
      Companies have long tried to enhance consumers’ perceptions of their firms and the products they sell in a variety of ways. Such efforts include the development of a brand image that the public views favorably, as in the case of Apple. It extends to the development of... View Details
      Keywords: Social Change; Marketing And Society; Social Marketing; Brands and Branding; Customers; Perception; Advertising; Advertising Campaigns; Partners and Partnerships; Trends; Environmental Sustainability
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      Keenan, Elizabeth, and John Gourville. "But, It's For a Good Cause." Harvard Business School Case 517-062, November 2016.
      • 2016
      • Working Paper

      Alternative Paths of Green Entrepreneurship: The Environmental Legacies of The North Face's Doug Tompkins and Patagonia's Yvon Chouinard

      By: Geoffrey Jones and Ben Gettinger
      This working paper examines the impact of two entrepreneurs who offered alternative paths to reach their shared goal of a more sustainable world. Yvon Chouinard and Doug Tompkins were respective founders of the prominent outdoor apparel brands Patagonia and The North... View Details
      Keywords: Corporate Social Responsibility and Impact; Entrepreneurship; Environmental Sustainability; Apparel and Accessories Industry
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      Jones, Geoffrey, and Ben Gettinger. "Alternative Paths of Green Entrepreneurship: The Environmental Legacies of The North Face's Doug Tompkins and Patagonia's Yvon Chouinard." Harvard Business School Working Paper, No. 17-034, October 2016.
      • Article

      ESG Integration in Investment Management: Myths and Realities

      By: Sakis Kotsantonis, Christopher Pinney and George Serafeim
      The authors’ aim in this article is to set the record straight on the financial performance of sustainable investing while also correcting a number of other widespread misconceptions about this rapidly growing set of principles and methods. Myth Number 1:... View Details
      Keywords: ESG; Sustainability; Investment Management; Finance; Corporate Social Responsibility; Integrated Corporate Reporting; Corporate Social Responsibility and Impact; Investment; Environmental Sustainability; Corporate Governance
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      Kotsantonis, Sakis, Christopher Pinney, and George Serafeim. "ESG Integration in Investment Management: Myths and Realities." Journal of Applied Corporate Finance 28, no. 2 (Spring 2016): 10–16.
      • July 2016 (Revised November 2018)
      • Case

      Code.org

      By: John J-H Kim, Lauren Barley and Allison M. Ciechanover
      The case explores Hadi Partovi’s mission to provide every K-12 student in the United States the opportunity to learn computer science. Students can assess how Partovi transformed his passion into an organization that reached millions around the globe through the launch... View Details
      Keywords: Nonprofit Organizations; Information Technology; Information Infrastructure; Applications and Software; Education; Education Industry; United States
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      Kim, John J-H, Lauren Barley, and Allison M. Ciechanover. "Code.org." Harvard Business School Case 317-008, July 2016. (Revised November 2018.)
      • 2016
      • Working Paper

      Shareholder Activism on Sustainability Issues

      By: Jody Grewal, George Serafeim and Aaron Yoon
      Shareholder activism on sustainability issues has become increasingly prevalent over the years, with the number of proposals filed doubling from 1999 to 2013. We use recent innovations in accounting standard setting to classify 2,665 shareholder proposals that address... View Details
      Keywords: Sustainability; Activism; Activist Investors; Activist Shareholder; Corporate Social Responsibility; Environment; Corporate Performance; Corporate Accountability; Corporate Social Responsibility and Impact; Performance; Environmental Sustainability; Corporate Governance; Business and Shareholder Relations; Investment Activism
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      Grewal, Jody, George Serafeim, and Aaron Yoon. "Shareholder Activism on Sustainability Issues." Harvard Business School Working Paper, No. 17-003, July 2016.
      • June 2016 (Revised January 2018)
      • Case

      World Wildlife Fund (WWF)

      By: Ramon Casadesus-Masanell and Jordan Mitchell
      Nearly all environmental organizations have a similar aim: to stop the degradation of the natural environment. However, the strategies that environmental organizations choose to employ are sometimes starkly different. This case compares the models of two dissimilar... View Details
      Keywords: Business Model; Business and Community Relations; Business and Government Relations; Environmental Sustainability; Non-Governmental Organizations; Business Strategy
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      Casadesus-Masanell, Ramon, and Jordan Mitchell. "World Wildlife Fund (WWF)." Harvard Business School Case 716-468, June 2016. (Revised January 2018.)
      • May 2016 (Revised April 2018)
      • Case

      Building the Digital Manufacturing Enterprise of the Future at Siemens

      By: Willy Shih
      This case describes the motivation for and the development of Siemens' digital manufacturing enterprise vision, which became the foundation for its implementation of Industrie 4.0. While the effort started with a purely defensive move by Anton Huber, head of the... View Details
      Keywords: Big Data; Internet Of Things; Internet Of Everything; Industrie 4.0; Digital Factory; Digital Enterprise; Digital Manufacturing; Manufacturing; Production Management; Production Planning; Computer Software; Germany; German Manufacturing; Machinery and Machining; Information Technology; Digital Platforms; Technological Innovation; Production; Supply Chain; Applications and Software; Information Infrastructure; Internet and the Web; Analytics and Data Science; Manufacturing Industry; Germany
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      Shih, Willy. "Building the Digital Manufacturing Enterprise of the Future at Siemens." Harvard Business School Case 616-060, May 2016. (Revised April 2018.)
      • 2016
      • Book

      Antonio Serra and the Economics of Good Government

      By: Rosario Patalano and Sophus A. Reinert
      Little is known of Antonio Serra except that he wrote his extraordinary 1613 Short Treatise on the Causes That Make Kingdoms Abound in Gold and Silver even in the Absence of Mines in a Neapolitan jail and that he died there soon afterwards. However, the... View Details
      Keywords: History; Books; Government and Politics; Economics
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      Patalano, Rosario and Sophus A. Reinert, eds. Antonio Serra and the Economics of Good Government. Palgrave Studies in the History of Finance. New York: Palgrave Macmillan, 2016.
      • Spring 2016
      • Article

      Has Social Science Taken Over Electoral Campaigns and Should We Regret It?

      By: Vincent Pons
      Keywords: Data Analytics; Elections; Electoral Campaigns; Persuasion; Randomized Experiments
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      Pons, Vincent. "Has Social Science Taken Over Electoral Campaigns and Should We Regret It?" French Politics, Culture and Society 34, no. 1 (Spring 2016): 34–47.
      • March 22, 2016
      • Article

      The Globalization of Corporate Environmental Disclosure: Accountability or Greenwashing?

      By: Christopher Marquis, Michael W. Toffel and Yanhua Zhou
      This article is a layman summary of "Scrutiny, Norms, and Selective Disclosure: A Global Study of Greenwashing," published in Organization Science 27, no. 2 (March–April 2016): 483–504. View Details
      Keywords: Reporting; Environmental Performance; Civil Society; Corporate Disclosure; Integrated Corporate Reporting; Corporate Social Responsibility and Impact; Civil Society or Community; Environmental Sustainability
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      Marquis, Christopher, Michael W. Toffel, and Yanhua Zhou. "The Globalization of Corporate Environmental Disclosure: Accountability or Greenwashing?" Work In Progress (American Sociological Association blog) (March 22, 2016). (Reprinted as Environmental disclosure: corporate accountability or greenwashing?” LSE Business Review, June 9, 2016.)
      • March 2016 (Revised April 2019)
      • Technical Note

      ESG Metrics: Reshaping Capitalism?

      By: George Serafeim
      In the past twenty-five years, the world had seen an exponential growth in the number of companies reporting environmental, social and governance (ESG) data. Investor interest in ESG data also grew rapidly. A growing belief that increasing levels of social inequality... View Details
      Keywords: Capitalism; Sustainability; Accountability; Corporate Social Responsibility; Responsibilities To Society; Environment; Social Impact Investment; ESG; Corporate Social Responsibility and Impact; Environmental Sustainability; Measurement and Metrics; Integrated Corporate Reporting; Corporate Accountability; Accounting; Economic Systems
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      Serafeim, George, and Jody Grewal. "ESG Metrics: Reshaping Capitalism?" Harvard Business School Technical Note 116-037, March 2016. (Revised April 2019.)
      • February 2016 (Revised October 2017)
      • Case

      Nuclear Energy: An Answer to Climate Change?

      By: Michael W. Toffel, Glen W. S. Dowell and James Weber
      Environmental activist groups have traditionally opposed nuclear energy. However, the growing environmental problems associated with global climate change require major changes to reduce the carbon intensity of electricity generation. Should environmental groups... View Details
      Keywords: Nuclear Energy; Nuclear Power; Climate Change; Safety; Activism; Nonprofit; Environment; Environmental Protection; Social Movements; Energy; Energy Generation; Environmental Sustainability; Non-Governmental Organizations; Non-Renewable Energy; Energy Industry; United States
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      Toffel, Michael W., Glen W. S. Dowell, and James Weber. "Nuclear Energy: An Answer to Climate Change?" Harvard Business School Case 616-052, February 2016. (Revised October 2017.)
      • February 2016 (Revised May 2016)
      • Case

      Environmental Health

      By: John A. Quelch and Emily C. Boudreau
      Keywords: Environmental And Social Sustainability; Policy; Environmental Policy; Health; Management; Environmental Sustainability; North America; Europe
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      Quelch, John A., and Emily C. Boudreau. "Environmental Health." Harvard Business School Case 516-077, February 2016. (Revised May 2016.)
      • February 2016 (Revised February 2017)
      • Case

      Greening Walmart: Progress and Controversy

      By: Rebecca Henderson and James Weber
      In 2005, Walmart, the world’s largest retailer, launched a sustainability initiative aimed at reducing waste and making the company more environmentally and socially conscious. By 2015, the company had made progress on multiple dimensions: energy efficiency in its... View Details
      Keywords: Sustainability; Organizational Change and Adaptation; Business or Company Management; Motivation and Incentives; Reputation; Environmental Sustainability; Retail Industry; United States
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      Henderson, Rebecca, and James Weber. "Greening Walmart: Progress and Controversy." Harvard Business School Case 316-042, February 2016. (Revised February 2017.)
      • 2016
      • Teaching Note

      Advanced Leadership Pathways: Shelly London and Ethics Education

      By: Rosabeth Moss Kanter, Tessa Natanay Hamilton and Ai-Ling Jamila Malone
      Teaching Note for Case 313-028. Following a successful career as a Senior Vice President, Vice President, and Chief Communications Officer at two large corporate companies, Shelly London became a Harvard Advanced Leadership Fellow. During her fellowship she set out to... View Details
      Keywords: Ethics; Education; Moral Sensibility; Behavior; Decision Making; Leadership; Innovation and Management; Change Management; Social Enterprise; Education Industry; Service Industry; North and Central America
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      Kanter, Rosabeth Moss, Tessa Natanay Hamilton, and Ai-Ling Jamila Malone. "Advanced Leadership Pathways: Shelly London and Ethics Education." Harvard Business Publishing Teaching Note, 2016. (Harvard Advanced Leadership Initiative.)
      • 2016
      • Working Paper

      Paying (for) Attention: The Impact of Information Processing Costs on Bayesian Inference

      By: Scott Duke Kominers, Xiaosheng Mu and Alexander Peysakhovich
      Human information processing is often modeled as costless Bayesian inference. However, research in psychology shows that attention is a computationally costly and potentially limited resource. We study a Bayesian individual for whom computing posterior beliefs is... View Details
      Keywords: Behavior; Cognition and Thinking; Economics
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      Kominers, Scott Duke, Xiaosheng Mu, and Alexander Peysakhovich. "Paying (for) Attention: The Impact of Information Processing Costs on Bayesian Inference." Working Paper, February 2016.
      • January 2016
      • Teaching Note

      Groom Energy Solutions: Selling Efficiency

      By: Michael W. Toffel, Kira Fabrizio and Stephanie van Sice
      This case examines a start-up service provider that helps clients improve the energy efficiency of their factories, warehouses, and commercial and office spaces by integrating and installing lighting, heating, and cooling technologies. The company seeks to double... View Details
      Keywords: Energy Efficiency; Energy Efficiency Paradox; Environment; Environmental Strategy; Growth; Energy; Energy Conservation; Entrepreneurship; Environmental Sustainability; Energy Industry
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      Toffel, Michael W., Kira Fabrizio, and Stephanie van Sice. "Groom Energy Solutions: Selling Efficiency." Harvard Business School Teaching Note 616-023, January 2016.
      • January 2016 (Revised January 2017)
      • Case

      Rumie: Bringing Digital Education to the Underserved

      By: John J-H Kim and Amram Migdal
      In fall of 2015, the Toronto, Canada–based education technology nonprofit Rumie had distributed thousands of computer tablets preloaded with collections of thousands of pieces of curated educational content to nongovernmental organizations (NGOs) in some of the most... View Details
      Keywords: Edtech; Education Technology; Social Enterprise; Nonprofit; Education Startup; Technological Innovation; Nonprofit Organizations; Social Entrepreneurship; Education; Business Startups; Education Industry; Canada; Africa
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      Kim, John J-H, and Amram Migdal. "Rumie: Bringing Digital Education to the Underserved." Harvard Business School Case 316-140, January 2016. (Revised January 2017.)
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