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      • September 2018 (Revised January 2020)
      • Case

      Apple Pay and Mobile Payments in Australia (A)

      By: Feng Zhu, Susan Athey and David Lane
      In summer 2016, four of Australia’s top five banks petitioned regulators for permission to bargain collectively with Apple over the terms under which they would support its digital wallet, Apple Pay. They argued that doing so would force concessions from Apple that... View Details
      Keywords: Payment Methods; Mobile Payment; Apple; Banks and Banking; Cooperation; Problems and Challenges; Policy; Digital Platforms; Banking Industry; Australia
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      Zhu, Feng, Susan Athey, and David Lane. "Apple Pay and Mobile Payments in Australia (A)." Harvard Business School Case 619-010, September 2018. (Revised January 2020.)
      • 2018
      • Working Paper

      The State of Open Source Server Software

      By: Shane Greenstein and Klaus Ackermann
      The study assembles new data to construct a census of worldwide web server use across the globe. We document a large concentration of investment in the United States, and a wide dispersion across scores of countries. We find tens of billions of dollars of unmeasured... View Details
      Keywords: Internet; Open Source; Internet and the Web; Policy; Open Source Distribution; Internet and the Web; Global Range
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      Greenstein, Shane, and Klaus Ackermann. "The State of Open Source Server Software." Working Paper, September 2018.
      • August 2018 (Revised June 2019)
      • Case

      Oaktree: Pierre Foods Investment

      By: Victoria Ivashina and Mike Harmon
      This case is a setting to discuss “loan to own” investment strategy that is often pursued by distressed investors. The aftermath of the 2007 financial crisis left many companies with poor liquidity and limited ability to obtain credit. One of these companies was Pierre... View Details
      Keywords: Distress Investing; Investment; Debt Securities; Strategy; Restructuring
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      Ivashina, Victoria, and Mike Harmon. "Oaktree: Pierre Foods Investment." Harvard Business School Case 219-018, August 2018. (Revised June 2019.)
      • July 2018 (Revised December 2018)
      • Case

      SOFWERX: Innovation at U.S. Special Operations Command

      By: Herman Leonard, Mitchell Weiss, Jin Hyun Paik and Kerry Herman
      James “Hondo” Geurts, the Acquisition Executive for U.S. Special Operations Command, was in the middle of his Senate confirmation hearing in 2017 to become Assistant Secretary of the Navy for Research, Development and Acquisition. The questions had a common theme: how... View Details
      Keywords: James Geurts; Innovation; Public Entrepreneurship; Open Innovation; Crowdsourcing; Contests; Prototyping; SOFWERX; Special Operations; SOCOM; Govtech; Procurement; FAR; EZ-Fly; Navy; Department Of Defense; Innovation and Invention; Innovation and Management; Innovation Leadership; Entrepreneurship; Public Sector; Acquisition; Public Administration Industry; United States
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      Leonard, Herman, Mitchell Weiss, Jin Hyun Paik, and Kerry Herman. "SOFWERX: Innovation at U.S. Special Operations Command." Harvard Business School Case 819-004, July 2018. (Revised December 2018.)
      • November 2021
      • Article

      Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data

      By: William Herlands, Edward McFowland III, Andrew Gordon Wilson and Daniel B. Neill
      Identifying anomalous patterns in real-world data is essential for understanding where, when, and how systems deviate from their expected dynamics. Yet methods that separately consider the anomalousness of each individual data point have low detection power for subtle,... View Details
      Keywords: Pattern Detection; Subset Scanning; Gaussian Processes; Mathematical Methods
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      Herlands, William, Edward McFowland III, Andrew Gordon Wilson, and Daniel B. Neill. "Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data." Proceedings of Machine Learning Research (PMLR) 84 (2018): 425–434. (Also presented at the 21st International Conference on Artificial Intelligence and Statistics (AISTATS), 2018.)
      • March 2018 (Revised July 2018)
      • Case

      Cadre

      By: Thomas R. Eisenmann, Scott Duke Kominers and David Lane
      Late in 2017, CEO Ryan Williams and his team debated whether Cadre should become not only a technology-enabled investment manager, but also an online trading exchange providing high levels of liquidity for investors in commercial real estate (CRE) equity. Cadre was a... View Details
      Keywords: "Cadre,"; Entrepreneurship; Market Design; Digital Platforms; Strategy; Internet and the Web; Private Equity; Financial Services Industry; Real Estate Industry; United States
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      Eisenmann, Thomas R., Scott Duke Kominers, and David Lane. "Cadre." Harvard Business School Case 818-058, March 2018. (Revised July 2018.)
      • January 2018 (Revised January 2019)
      • Case

      ZappRx

      By: Jeffrey J. Bussgang and Olivia Hull
      In October 2015, ZappRx founder Zoe Barry is deciding between two business models for her health technology start-up. Her product, a software application that aims to expedite the prescription fulfillment process for patients with rare diseases, has attracted interest... View Details
      Keywords: Speciality Drugs; Hub Services; Pivot; Speciality Prescriptions; Health Care and Treatment; Customization and Personalization; Internet and the Web; Business Model; Decision Choices and Conditions; Pharmaceutical Industry; Massachusetts
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      Bussgang, Jeffrey J., and Olivia Hull. "ZappRx." Harvard Business School Case 818-001, January 2018. (Revised January 2019.)
      • November 2017
      • Case

      iRobot: Moving Beyond the Roomba

      By: Rajiv Lal and Scott Johnson
      The makers of the Roomba, a robotic vacuum cleaner, connected the latest version of their product to the Internet. This new feature opened up a wealth of new opportunities and challenges for the company. View Details
      Keywords: Irobot; Smart Home; Connected Home; Roomba; Vacuum; Mapping; Internet Of Things; Connected Products; Organizational Structure; Organizational Design; Information Infrastructure; Applications and Software; Digital Platforms; Mobile and Wireless Technology; Consumer Products Industry; Electronics Industry; Manufacturing Industry; Technology Industry; United States
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      Lal, Rajiv, and Scott Johnson. "iRobot: Moving Beyond the Roomba." Harvard Business School Case 518-055, November 2017.
      • 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.)
      • 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.)
      • April 2017 (Revised February 2020)
      • Case

      edaixi (eWash): Digital Transformation of Laundry Services (A)

      By: Feng Zhu, Weiru Chen, Chuang Chen and Ciwu Lin
      Founded in 2013 as a laundry service featuring online ordering for home pickup and delivery, China’s edaixi (eWash) illustrated the online-to-offline (O2O) business model. As yet unclear in 2016 was the optimal way to organize third-party laundry service providers,... View Details
      Keywords: Laundry; O2O; Online-to-offline; Business Model; Service Operations; Ownership Type; Digital Platforms; Transformation; China
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      Zhu, Feng, Weiru Chen, Chuang Chen, and Ciwu Lin. "edaixi (eWash): Digital Transformation of Laundry Services (A)." Harvard Business School Case 617-034, April 2017. (Revised February 2020.)
      • April 2017 (Revised February 2020)
      • Supplement

      edaixi (eWash): Digital Transformation of Laundry Services (B)

      By: Feng Zhu, Weiru Chen, Chuang Chen and Ciwu Lin
      Founded in 2013 as a laundry service featuring online ordering for home pickup and delivery, China’s edaixi (eWash) illustrated the online-to-offline (O2O) business model. As yet unclear in 2016 was the optimal way to organize third-party laundry service providers,... View Details
      Keywords: Laundry; O2O; Online-to-offline; Service Operations; Business Model; Digital Platforms; Transformation; Service Industry; China
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      Zhu, Feng, Weiru Chen, Chuang Chen, and Ciwu Lin. "edaixi (eWash): Digital Transformation of Laundry Services (B)." Harvard Business School Supplement 617-038, April 2017. (Revised February 2020.)
      • 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.
      • February 2017
      • Case

      GE Digital

      By: Rajiv Lal and Scott Johnson
      Known for manufacturing industrial equipment, GE has decided to invest in software and analytics capabilities to become a digital industrial company. They have also created a software platform that they hope will power the Industrial Internet. GE executives forecasted... View Details
      Keywords: GE; General Electric; Manufacturing; Industrial Internet; Wind Power; Digital Manufacturing; Renewable Energy; Energy; Innovation and Management; Innovation Strategy; Organizational Change and Adaptation; Organizational Culture; Applications and Software; Growth and Development Strategy; Transformation; Green Technology Industry; Technology Industry; Manufacturing Industry; North America
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      Lal, Rajiv, and Scott Johnson. "GE Digital." Harvard Business School Case 517-063, February 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.
      • January 2017 (Revised June 2017)
      • Case

      Chicago and the Array of Things: A Fitness Tracker for the City

      By: Rajiv Lal and Scott Johnson
      The city of Chicago has recently launched a project called the Array of Things. The program involves a series of sensor nodes placed around the city that capture a massive amount of data including pedestrian and vehicle flow, air quality, and cloud cover. The Array of... View Details
      Keywords: Smart Connected Products; Smart Cities; Internet Of Things; Sensors; Govenment; Government Administration; Technological Innovation; Digital Platforms; Applications and Software; Information Infrastructure; Internet and the Web; Public Administration Industry; Technology Industry; Chicago; United States
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      Lal, Rajiv, and Scott Johnson. "Chicago and the Array of Things: A Fitness Tracker for the City." Harvard Business School Case 517-044, January 2017. (Revised June 2017.)
      • 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.
      • 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.
      • 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.
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