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      • 2016
      • Working Paper

      Entrepreneurs and the Co-Creation of Ecotourism in Costa Rica

      By: Geoffrey Jones and Andrew Spadafora
      Between the 1970s and the 2000s, Costa Rica became established as the world’s leading ecotourism destination. This working paper suggests that although Costa Rica benefited from biodiversity and a pleasant climate, the country’s preeminence in ecotourism requires more... View Details
      Keywords: Tourism; Latin America; Business History; Sustainable Strategy; Sustainability; Nonprofit; Entrepreneurs; Environment; Entrepreneurship; History; Environmental Sustainability; Tourism Industry; Costa Rica
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      Jones, Geoffrey, and Andrew Spadafora. "Entrepreneurs and the Co-Creation of Ecotourism in Costa Rica." Harvard Business School Working Paper, No. 16-136, June 2016.
      • May 2016 (Revised April 2019)
      • Case

      Olivia Lum: Wanting to Save the World

      By: Geoffrey Jones and Essie Alamsyah
      This case considers the entrepreneurial career of Olivia Lum, who founded the Singaporean water company Hyflux in 1989. An orphan born in Malaysia, Lum provides a rare case of an entrepreneurial success in a country whose economic success has primarily rested on... View Details
      Keywords: Industrial Organization; Chinitz; Agglomeration; Clusters; Cities; Mine; Environmental Management; Operations Management; Sustainable Operations; Environmental Regulation; Entrepreneurship; Globalization; History; Operations; Management; Environmental Sustainability; Green Technology Industry; Green Technology Industry; China; Singapore
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      Jones, Geoffrey, and Essie Alamsyah. "Olivia Lum: Wanting to Save the World." Harvard Business School Case 316-178, May 2016. (Revised April 2019.)
      • 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.)
      • Article

      Crowdsourcing City Government: Using Tournaments to Improve Inspection Accuracy

      By: Edward Glaeser, Andrew Hillis, Scott Duke Kominers and Michael Luca
      The proliferation of big data makes it possible to better target city services like hygiene inspections, but city governments rarely have the in-house talent needed for developing prediction algorithms. Cities could hire consultants, but a cheaper alternative is to... View Details
      Keywords: User-generated Content; Operations; Tournaments; Policy-making; Machine Learning; Online Platforms; Analytics and Data Science; Mathematical Methods; City; Infrastructure; Business Processes; Government and Politics
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      Glaeser, Edward, Andrew Hillis, Scott Duke Kominers, and Michael Luca. "Crowdsourcing City Government: Using Tournaments to Improve Inspection Accuracy." American Economic Review: Papers and Proceedings 106, no. 5 (May 2016): 114–118.
      • Article

      Gathering Data for Archival, Field, Survey, and Experimental Accounting Research

      By: Robert Bloomfield, Mark W. Nelson and Eugene F. Soltes
      In the published proceedings of the first Journal of Accounting Research Conference, Vatter (1966) lamented that “Gathering direct and original facts is a tedious and difficult task, and it is not surprising that such work is avoided.” For the 50th JAR Conference,... View Details
      Keywords: Archival; Data; Experiment; Empirical Methods; Field Study; Analytics and Data Science; Surveys; Financial Reporting
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      Bloomfield, Robert, Mark W. Nelson, and Eugene F. Soltes. "Gathering Data for Archival, Field, Survey, and Experimental Accounting Research." Journal of Accounting Research 54, no. 2 (May 2016): 341–395.
      • Article

      Making Private Data Accessible in an Opaque Industry: The Experience of the Private Capital Research Institute

      By: Josh Lerner and Leslie Jeng
      Private markets are becoming an increasingly important way of financing rapidly growing and mature firms, and private investors are reputed to have far-reaching economic impacts. These important markets, however, are uniquely difficult to study. This paper explores... View Details
      Keywords: Analytics and Data Science; Research; Entrepreneurship; Private Sector
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      Lerner, Josh, and Leslie Jeng. "Making Private Data Accessible in an Opaque Industry: The Experience of the Private Capital Research Institute." American Economic Review: Papers and Proceedings 106, no. 5 (May 2016): 157–160.
      • 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.)
      • 2016
      • Working Paper

      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 patterns of dependency in the work being performed. A thorough understanding of the... View Details
      Keywords: Modularity; Innovation; Product And Process Development; Organization Design; Design Structure; Organizational Ties; Mirroring Hypothesis; Industry Architecture; Product Architecture; Complex Technical Systems; Information Technology; Organizational Design; Organizational Structure; Relationships; Innovation and Invention; Product Development
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      Colfer, Lyra J., and Carliss Y. Baldwin. "The Mirroring Hypothesis: Theory, Evidence and Exceptions." Harvard Business School Working Paper, No. 16-124, April 2016. (Revised May 2016.)
      • Article

      Beyond Statistics: The Economic Content of Risk Scores

      By: Liran Einav, Amy Finkelstein, Raymond Kluender and Paul Schrimpf
      "Big data" and statistical techniques to score potential transactions have transformed insurance and credit markets. In this paper, we observe that these widely-used statistical scores summarize a much richer heterogeneity, and may be endogenous to the context in which... View Details
      Keywords: Analytics and Data Science; Risk and Uncertainty; Insurance Industry
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      Einav, Liran, Amy Finkelstein, Raymond Kluender, and Paul Schrimpf. "Beyond Statistics: The Economic Content of Risk Scores." American Economic Journal: Applied Economics 8, no. 2 (April 2016): 195–224.
      • Article

      Products to Platforms: Making the Leap

      By: Feng Zhu and Nathan Furr
      Following the path of companies such as Apple and Amazon, more and more firms are trying to become not just product purveyors but also platform providers, facilitating direct connections between customers and other groups. Although launching a platform can generate new... View Details
      Keywords: Product; Digital Platforms; Expansion
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      Zhu, Feng, and Nathan Furr. "Products to Platforms: Making the Leap." Harvard Business Review 94, no. 4 (April 2016): 72–78.
      • Spring 2016
      • Article

      The Billion Prices Project: Using Online Prices for Inflation Measurement and Research

      By: Alberto Cavallo and Roberto Rigobon
      New data-gathering techniques, often referred to as “Big Data” have the potential to improve statistics and empirical research in economics. In this paper we describe our work with online data at the Billion Prices Project at MIT and discuss key lessons for both... View Details
      Keywords: Billion Prices Project; Online Scraped Data; Online Price Index; Economics; Research; Price; Analytics and Data Science
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      Cavallo, Alberto, and Roberto Rigobon. "The Billion Prices Project: Using Online Prices for Inflation Measurement and Research." Journal of Economic Perspectives 30, no. 2 (Spring 2016): 151–178.
      • Article

      The Radical Flank Effect and Cross-occupational Collaboration for Technology Development during a Power Shift

      By: Emily Truelove and Katherine C. Kellogg
      This 12-month ethnographic study of an early entrant into the U.S. car-sharing industry demonstrates that when an organization shifts its focus from developing radical new technology to incrementally improving this technology, the shift may spark an internal power... View Details
      Keywords: Groups and Teams; Conflict and Resolution; Power and Influence; Perception; Behavior; Collaborative Innovation and Invention
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      Truelove, Emily, and Katherine C. Kellogg. "The Radical Flank Effect and Cross-occupational Collaboration for Technology Development during a Power Shift." Administrative Science Quarterly 61, no. 4 (December 2016): 662–701.
      • 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 2017)
      • Teaching Note

      Bridj and the Business of Urban Mobility (A): Introducing a New Model

      By: Rosabeth Moss Kanter and Jonathan Cohen
      This note is for the purpose of aiding classroom instructors in the use of the Harvard Business School case "Bridj and the Business of Urban Mobility: Introducing a New Model." Instructors may use it to help students understand the challenges that come with disrupting... View Details
      Keywords: Startup; Startup Management; Big Data; Smart Transit; Stakeholder Engagement; Stakeholder Management; Urban Vehicle; Mobility; Mass Transit; Uber; Government Relations; Technological Innovation; Analytics and Data Science; Entrepreneurship; Business and Stakeholder Relations; Business Startups; Transportation; Business and Government Relations; Transportation Industry; United States
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      Kanter, Rosabeth Moss, and Jonathan Cohen. "Bridj and the Business of Urban Mobility (A): Introducing a New Model." Harvard Business School Teaching Note 316-155, March 2016. (Revised April 2017.)
      • 2016
      • Working Paper

      The Impact of Patent Wars on Firm Strategy: Evidence from the Global Smartphone Market

      By: Feng Zhu
      Strategy scholars have documented in various empirical settings that firms seek and leverage stronger institutions to mitigate hazards and gain competitive advantage. In this paper, we argue that such “institution-seeking” behavior may not be confined to the pursuit of... View Details
      Keywords: Patent Wars; Patent Litigation; Intellectual Property (IP) Enforcement; Institutions; Smartphone; Patent Thicket; Digital Platforms; Patents; Lawsuits and Litigation; Globalized Markets and Industries; Business Strategy; Telecommunications Industry
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      Paik, Yongwook, and Feng Zhu. "The Impact of Patent Wars on Firm Strategy: Evidence from the Global Smartphone Market." Harvard Business School Working Paper, No. 14-015, August 2013. (Revised March 2016.)
      • February 25, 2016
      • Article

      The Hodgepodge Principle in U.S. Privacy Policy

      By: John A. Deighton
      Data, says Professor Lawrence Summers, is the new oil, "a hugely valuable asset essential to economic life." Personal data, the kind of data that invites thoughts of privacy, is a big part of that. The European Union saw this economic fuel source coming long ago and... View Details
      Keywords: Data; Privacy; Technology; Big Data; Personal Data; Marketing; Information Technology; Analytics and Data Science
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      Deighton, John A. "The Hodgepodge Principle in U.S. Privacy Policy." Harvard Law and Policy Review Blog (March 2, 2016). http://harvardlpr.com/2016/03/02/the-hodgepodge-principle-in-us-privacy-policy/.
      • March 2016
      • Article

      Environmental Demands and the Emergence of Social Structure: Technological Dynamism and Interorganizational Network Forms

      By: Adam Tatarynowicz, Maxim Sytch and Ranjay Gulati
      This study investigates the origins of variation in the structures of interorganizational networks across industries. We combine empirical analyses of existing interorganizational networks in six industries with an agent-based simulation model of network emergence.... View Details
      Keywords: Interorganizatonal Relationships; Social Networks; Network Emergence; Interorganizational Networks; Information Technology; Networks; Organizational Structure; Social and Collaborative Networks; Social Media
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      Tatarynowicz, Adam, Maxim Sytch, and Ranjay Gulati. "Environmental Demands and the Emergence of Social Structure: Technological Dynamism and Interorganizational Network Forms." Administrative Science Quarterly 61, no. 1 (March 2016): 52–86.
      • Other Article

      Online Discounting: Who is Leading the Race to the Bottom?

      By: Ayelet Israeli, Eric Anderson and Anne Coughlan
      A short review of the finidings in: Israeli, Ayelet, Eric Anderson, and Anne Coughlan. "Minimum Advertised Pricing: Patterns of Violation in Competitive Retail Markets." Marketing Science 35, no. 4 (July–August 2016): 539–564. View Details
      Keywords: Pricing; Price Policies; Pricing Policies; Discounting; Retailing; Retailing Industry; Minimum Advertised Price; Ecommerce; E-Commerce Strategy; Price; Distribution Channels; Distribution; Digital Marketing; E-commerce; Technology Industry; Technology Industry; Technology Industry; United States
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      Israeli, Ayelet, Eric Anderson, and Anne Coughlan. "Online Discounting: Who is Leading the Race to the Bottom?" Harvard Business Review 94, no. 3 (March 2016): 24–24. (Idea Watch.)
      • 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.
      • February 2016 (Revised May 2016)
      • Case

      Astroscale, Space Debris, and Earth's Orbital Commons

      By: Matthew Weinzierl, Angela Acocella and Mayuka Yamazaki
      An engineer and technology entrepreneur, Nobu Okada, had turned a mid-life crisis into a bold—some would say quixotic—quest to prevent a tragedy of the commons at the global scale. Namely, Okada believed the accumulation of debris in near-Earth orbital space posed a... View Details
      Keywords: Market Entry and Exit; Global Range; Entrepreneurship; Crisis Management; Wastes and Waste Processing; Economics; Aerospace Industry
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      Weinzierl, Matthew, Angela Acocella, and Mayuka Yamazaki. "Astroscale, Space Debris, and Earth's Orbital Commons." Harvard Business School Case 716-037, February 2016. (Revised May 2016.)
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