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Publications

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    • All HBS Web  (3,036)
      • Faculty Publications  (264)

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      • 2019
      • Working Paper

      Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles

      By: Prithwiraj Choudhury, Dan Wang, Natalie A. Carlson and Tarun Khanna
      We demonstrate how a novel synthesis of three methods—(1) unsupervised topic modeling of text data to generate new measures of textual variance, (2) sentiment analysis of text data, and (3) supervised ML coding of facial images with a cutting-edge convolutional neural... View Details
      Keywords: Spoken Communication; Business History; Analytics and Data Science; Finance; Performance
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      Choudhury, Prithwiraj, Dan Wang, Natalie A. Carlson, and Tarun Khanna. "Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles." Harvard Business School Working Paper, No. 18-064, January 2018. (Revised May 2019.)
      • January–February 2018
      • Article

      Some Customers Would Rather Leave Without Saying Goodbye

      By: Eva Ascarza, Oded Netzer and Bruce G.S. Hardie
      We investigate the increasingly common business setting in which companies face the possibility of both observed and unobserved customer attrition (i.e., “overt” and “silent” churn) in the same pool of customers. This is the case for many online-based services where... View Details
      Keywords: Churn; Retention; Attrition; Customer Base Analysis; Hidden Markov Models; Latent Variable Models; Customer Relationship Management; Consumer Behavior
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      Ascarza, Eva, Oded Netzer, and Bruce G.S. Hardie. "Some Customers Would Rather Leave Without Saying Goodbye." Marketing Science 37, no. 1 (January–February 2018): 54–77.
      • November 2017 (Revised September 2020)
      • Supplement

      Miami's Tech Future (D): Developing New Leadership

      By: Rosabeth Moss Kanter
      Traditional establishment leadership of Miami is increasingly challenged by a rising millennial generation that is more diverse and brings more innovative and entrepreneurial “outside-the-building” approaches, including impatience for change. Leadership succession is... View Details
      Keywords: Leaders; Civic Innovation; Change; Change Leadership; Startup; Scaling And Growth; Jurisdictional Disputes; Communication; Community Impact; Community Relations; Leading Change; Leadership; Diversity; Demographics; Entrepreneurship; Business and Community Relations; Miami; Florida
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      Kanter, Rosabeth Moss. "Miami's Tech Future (D): Developing New Leadership." Harvard Business School Supplement 318-036, November 2017. (Revised September 2020.)
      • September 2017
      • Case

      Sensing (and Monetizing) Happiness at Hitachi

      By: Ethan Bernstein and Stephanie Marton
      Inspired by research linking happiness and productivity, Hitachi had invested in developing new “people analytics” technologies to help companies increase employee happiness. Hitachi had begun manufacturing high-tech badges that quantify a wearer’s activity patterns.... View Details
      Keywords: People Analytics; Japan; Sociometers; Wearables; Interpersonal Communication; Human Resources; Happiness; Technology Industry; Japan
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      Bernstein, Ethan, and Stephanie Marton. "Sensing (and Monetizing) Happiness at Hitachi." Harvard Business School Case 418-019, September 2017.
      • Other Article

      Exploring the Relationship Between Architecture Coupling and Software Vulnerabilities

      By: Robert Lagerstrom, Carliss Y. Baldwin, Alan MacCormack, Daniel J. Sturtevant and Lee Doolan
      Employing software metrics, such as size and complexity, for predicting defects has been given a lot of attention over the years and proven very useful. However, the few studies looking at software architecture and vulnerabilities are limited in scope and findings. We... View Details
      Keywords: Security Vulnerabilities; Software Architecture; Metrics; Software; Complexity; Measurement and Metrics
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      Lagerstrom, Robert, Carliss Y. Baldwin, Alan MacCormack, Daniel J. Sturtevant, and Lee Doolan. "Exploring the Relationship Between Architecture Coupling and Software Vulnerabilities." Proceedings of the International Symposium on Engineering Secure Software and Systems (ESSoS) 9th (2017): 53–69. (Part of Lecture Notes in Computer Science, ISSN 0302-9743.)
      • May 2017 (Revised October 2017)
      • Case

      Hyperloop Transportation Technologies: Building Breakthrough Innovations in Crowd-Powered Ecosystems

      By: Lynda M. Applegate, Terri L. Griffith and Ann Majchrzak
      Dirk Ahlborn, co-founder and CEO of Hyperloop Transportation Technologies, Inc. (HTT) looks back at the evolving organizational design and community that allows HTT to be crowd-powered. Since the founding in 2013, HTT has dealt with building an organization with less... View Details
      Keywords: Collaboration; Crowdsourcing; Entrepreneurial Finance; Innovation; Organizational Design; Startups; Business Startups; Collaborative Innovation and Invention; Entrepreneurship; Finance; Product Development
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      Applegate, Lynda M., Terri L. Griffith, and Ann Majchrzak. "Hyperloop Transportation Technologies: Building Breakthrough Innovations in Crowd-Powered Ecosystems." Harvard Business School Case 817-134, May 2017. (Revised October 2017.)
      • 2017
      • Book

      HBR Guide to Buying a Small Business: Think Big, Buy Small, Own Your Own Company

      By: Richard S. Ruback and Royce Yudkoff
      Find, acquire, and run your own business. Are you looking for an alternative to a career path at a big firm? Does founding your own start-up seem too risky? There is a radical third path open to you: you can buy a small business and run it as CEO. Purchasing a small... View Details
      Keywords: Entrepreneurial Finance; Entrepreneurs; Small Companies; Small Business Finance; Negotiation; Due Diligence; Sourcing; Search Funds; Search; Deal Sourcing; Deal Structuring; Funnel; Debt Financing; Small And Medium Enterprises; Small Business; Internet and the Web; Entrepreneurship; Negotiation Deal; Ownership; Equity; Borrowing and Debt
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      Ruback, Richard S., and Royce Yudkoff. HBR Guide to Buying a Small Business: Think Big, Buy Small, Own Your Own Company. Harvard Business Review Press, 2017.
      • Article

      Online Community as Space for Knowledge Flows

      By: Samer Faraj, Georg von Krogh, Eric Monteiro and Karim R. Lakhani
      Online communities frequently create significant economic and relational value for community participants and beyond. It is widely accepted that the underlying source of such value is the collective flow of knowledge among community participants. We distinguish the... View Details
      Keywords: Knowledge Sharing; Value Creation; Collaborative Innovation and Invention
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      Faraj, Samer, Georg von Krogh, Eric Monteiro, and Karim R. Lakhani. "Online Community as Space for Knowledge Flows." Information Systems Research 27, no. 4 (December 2016): 668–684.
      • 2016
      • Working Paper

      The Skills Gap and the Near-Far Problem in Executive Education and Leadership Development

      By: Mihnea Moldoveanu and Das Narayandas
      Executive development programs have entered a period of rapid transformation, driven on one side by the proliferation of a new technological, cultural, and economic landscape commonly referred to as “digital disruption” and on the other by a widening gap between the... View Details
      Keywords: Information Technology; Executive Education; Disruption; Management Skills
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      Moldoveanu, Mihnea, and Das Narayandas. "The Skills Gap and the Near-Far Problem in Executive Education and Leadership Development." Harvard Business School Working Paper, No. 17-019, September 2016.
      • September 2016
      • Teaching Note

      Nuclear Energy: An Answer to Climate Change?

      By: Michael W. Toffel and Glen W. S. Dowell
      This case asks students to take the perspective of a nuclear energy industry association whose objective is convincing politicians and the public about the merits of its industry. The association is considering whether to approach environmental nongovernmental... View Details
      Keywords: Nuclear Energy; Nuclear Power; Environment; Climate Change; Nonprofit Organizations; Environmental Protection; Environmental Strategy; Energy; Energy Sources; Renewable Energy; Partners and Partnerships; Alliances; Strategy; Energy Industry; United States
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      Toffel, Michael W., and Glen W. S. Dowell. "Nuclear Energy: An Answer to Climate Change?" Harvard Business School Teaching Note 617-015, September 2016.
      • Summer 2016
      • Article

      Open Content, Linus' Law, and Neutral Point of View

      By: Shane Greenstein and Feng Zhu
      The diffusion of the Internet and digital technologies has enabled many organizations to use the open-content production model to produce and disseminate knowledge. While several prior studies have shown that the open-content production model can lead to high-quality... View Details
      Keywords: Prejudice and Bias; Internet and the Web; Balance and Stability; Operations; Knowledge Management; Knowledge Dissemination
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      Greenstein, Shane, and Feng Zhu. "Open Content, Linus' Law, and Neutral Point of View." Information Systems Research 27, no. 3 (September 2016): 618–635.
      • July 2016
      • Case

      Spotify

      By: Anita Elberse and Alexandre de Pfyffer
      In November 2014, Spotify's chief content officer Ken Parks learns that record label Big Machine Records has requested the immediate removal of superstar artist Taylor Swift's entire catalogue from Spotify's music streaming service. Is it time for Spotify to reconsider... View Details
      Keywords: Entertainment; Marketing; Superstar; Music; Entertainment Marketing; Media; Digital Technology; Creative Industries; Product Portfolio Management; General Management; Management; Strategy; Internet and the Web; Open Source Distribution; Creativity; Music Entertainment; Product Marketing; Music Industry
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      Elberse, Anita, and Alexandre de Pfyffer. "Spotify." Harvard Business School Case 516-046, July 2016.
      • 20 May 2016
      • Other Presentation

      Competing to Change the World: Creating Shared Value

      By: Michael E. Porter
      The principle of shared value involves creating economic value in a way that also creates value for society by addressing its needs and challenges. Shared value is becoming an integral part of strategy and is defining a whole new set of best practices that companies... View Details
      Keywords: Society; Shared Value; Value Creation; Strategy; Civil Society or Community
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      Porter, Michael E. "Competing to Change the World: Creating Shared Value." Rotterdam School of Management, Erasmus University, Rotterdam, The Netherlands, May 20, 2016.
      • 18 May 2016
      • Other Presentation

      Competing to Change the World: Creating Shared Value

      By: Michael E. Porter
      The principle of shared value involves creating economic value in a way that also creates value for society by addressing its needs and challenges. Shared value is becoming an integral part of strategy and is defining a whole new set of best practices that companies... View Details
      Keywords: Society; Shared Value; Value Creation; Strategy; Civil Society or Community; United States
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      Porter, Michael E. "Competing to Change the World: Creating Shared Value." ZfU Seminar, ZfU International Business School, Zürich, Switzerland, May 18, 2016.
      • 2016
      • Article

      The Mirroring Hypothesis: Theory, Evidence, and Exceptions

      By: Lyra J. Colfer and Carliss Y. Baldwin
      The mirroring hypothesis predicts that organizational ties within a project, firm, or group of firms (e.g., communication, collocation, employment) will correspond to the technical dependencies in the work being performed. This article presents a unified picture of... View Details
      Keywords: Modularity; Mirroring Hypothesis; Organization Design; Conway's Law; Knowledge Boundaries; Relational Contracts; Open Source Software; Organizational Design; Organizational Structure; Boundaries; Knowledge Management; Applications and Software
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      Colfer, Lyra J., and Carliss Y. Baldwin. "The Mirroring Hypothesis: Theory, Evidence, and Exceptions." Industrial and Corporate Change 25, no. 5 (2016): 709–738. (Lead Article.)
      • 28 Apr 2016
      • Other Presentation

      Unlocking the Potential of Geothermal Energy: Strategic Implications for Iceland, Other Nations and the International Community

      By: Michael E. Porter and Christian H.M. Ketels
      Professor Porter initiated the mapping of Iceland Geothermal Cluster Initiative in cooperation with the consulting company Gekon. He and his colleaque Dr. Christian Ketels introduced their findings in November 2010 at the first Iceland Geothermal Conference held in... View Details
      Keywords: Iceland; Geothermal; Renewable; Competitiveness; Competition; Renewable Energy; Energy Industry; Iceland
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      Porter, Michael E., and Christian H.M. Ketels. "Unlocking the Potential of Geothermal Energy: Strategic Implications for Iceland, Other Nations and the International Community." Iceland Geothermal Conference, Reykjavik, Iceland, April 28, 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.)
      • 2016
      • Book

      Revolutionizing Innovation: Users, Communities, and Open Innovation

      By: Dietmar Harhoff and Karim R. Lakhani
      The last two decades have witnessed an extraordinary growth of new models of managing and organizing the innovation process, which emphasize users over producers. Large parts of the knowledge economy now routinely rely on users, communities, and open innovation... View Details
      Keywords: Innovation and Management; Transformation; Collaborative Innovation and Invention
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      Harhoff, Dietmar and Karim R. Lakhani, eds. Revolutionizing Innovation: Users, Communities, and Open Innovation. Cambridge, MA: MIT Press, 2016.
      • January 2016
      • Case

      Open Innovation at Fujitsu (A)

      By: Amy C. Edmondson and Jean-François Harvey
      This case study examines the open innovation journey at Fujitsu, a global information and communication technology company. The case ends with the location decision between Tokyo, Japan, downtown San Francisco or Sunnyvale, California, regarding establishing a small... View Details
      Keywords: Open Innovation; Collaboration; Culture Change; Leadership; Japan; United States; Inter-organizational Relationships; Teaming; Maker Movement; Nascent Industries; Change Management; Leading Change; Organizational Culture; Emerging Markets; Collaborative Innovation and Invention; Information Technology Industry; Technology Industry; Sunnyvale; Tokyo; San Francisco
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      Edmondson, Amy C., and Jean-François Harvey. "Open Innovation at Fujitsu (A)." Harvard Business School Case 616-034, January 2016.
      • 2016
      • Working Paper

      Net Neutrality: A Fast Lane to Understanding the Trade-offs

      By: Shane Greenstein, Martin Peitz and Tommaso Valletti
      The “net neutrality” principle has triggered a heated debate, and advocates have proposed policy interventions. In this paper, we provide perspective by framing issues in terms of the positive economic factors at work. We stress the incentives of market participants... View Details
      Keywords: Rights; Internet and the Web; Debates
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      Greenstein, Shane, Martin Peitz, and Tommaso Valletti. "Net Neutrality: A Fast Lane to Understanding the Trade-offs." NBER Working Paper Series, No. 21950, January 2016.
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