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      • Summer 2014
      • Article

      When Does a Platform Create Value by Limiting Choice?

      By: Ramon Casadesus-Masanell and Hanna Halaburda
      We present a theory for why it might be rational for a platform to limit the number of applications available on it. Our model is based on the observation that even if users prefer application variety, applications often also exhibit direct network effects. When there... View Details
      Keywords: Platform Governance; Direct Network Effects; Indirect Network Effects; Complements; Tragedy Of The Commons; Equilibrium Selection; Coordination; Foresight; Strategy; Value Creation; Digital Platforms; Balance and Stability; Decision Choices and Conditions; Consumer Behavior; Applications and Software; Network Effects
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      Casadesus-Masanell, Ramon, and Hanna Halaburda. "When Does a Platform Create Value by Limiting Choice?" Journal of Economics & Management Strategy 23, no. 2 (Summer 2014): 259–293.
      • May 2014
      • Article

      Digital Dark Matter and the Economic Contribution of Apache

      By: Shane Greenstein and Frank Nagle
      Researchers have long hypothesized that research outputs from government, university, and private company R&D contribute to economic growth, but these contributions may be difficult to measure when they take a non-pecuniary form. The growth of networking devices and... View Details
      Keywords: Open Source; Apache; Economic Measurement; Digital Economics; Measurement and Metrics; Open Source Distribution; Internet and the Web; Information Technology; Applications and Software; Economic Growth; Research and Development; Information Technology Industry; Information Technology Industry; United States
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      Greenstein, Shane, and Frank Nagle. "Digital Dark Matter and the Economic Contribution of Apache." Research Policy 43, no. 4 (May 2014): 623–631. (Lead Article.)
      • April 2014 (Revised January 2015)
      • Background Note

      Note on Mobile Healthcare

      By: John A. Quelch and Margaret L. Rodriguez
      Delivering health care to the global population was a challenge. Health care costs accounted for ten percent of world GDP by 2013. In the U.S., health care costs were expected to top $3.1 trillion in 2014. New technologies, shortages of trained personnel and... View Details
      Keywords: Health Care; Mobile; Mobile App; Public Health; Startups; Hardware; Software; Telemedicine; Global; Medical Devices; Medical Services; Medical Solutions; Entrepreneurs; Government And Business; Technological Change; Health Care and Treatment; Entrepreneurship; Government and Politics; Technological Innovation; Applications and Software; Information Infrastructure; Health Industry; Technology Industry
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      Quelch, John A., and Margaret L. Rodriguez. "Note on Mobile Healthcare." Harvard Business School Background Note 514-122, April 2014. (Revised January 2015.)
      • February 2014
      • Technical Note

      Mobile Broadband and the Telecommunications Industry in 2011

      By: Lynda M. Applegate, Kerry Herman and Christine Snively
      Mobile broadband carriers provide network access to the Internet for a range of devices (typically portable or mobile), including consumer devices such as smartphones, tablets and E-Readers, but also a host of new emerging devices. Mobile broadband networks enable data... View Details
      Keywords: Telecommunications; Mobile and Wireless Technology; Applications and Software; Information Infrastructure; Digital Platforms; Mobile and Wireless Technology; Information Technology Industry; Information Technology Industry; Information Technology Industry; Information Technology Industry
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      Applegate, Lynda M., Kerry Herman, and Christine Snively. "Mobile Broadband and the Telecommunications Industry in 2011." Harvard Business School Technical Note 814-009, February 2014.
      • January 2014 (Revised January 2017)
      • Case

      Nivea (A)

      By: Karim R. Lakhani, Johann Fuller, Volker Bilgram and Greta Friar
      The case describes the efforts of Beiersdorf, a worldwide leader in the cosmetics and skin care industries, to generate and commercialize new R&D through open innovation using external crowds and "netnographic" analysis. Beiersdorf, best known for its consumer brand... View Details
      Keywords: Innovation; Innovation Management; Crowdsourcing; Big Data; Innovation Strategy; Innovation and Management; Knowledge Management; Knowledge Sharing; Research and Development; Social and Collaborative Networks; Collaborative Innovation and Invention; Analytics and Data Science; Beauty and Cosmetics Industry; Consumer Products Industry
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      Lakhani, Karim R., Johann Fuller, Volker Bilgram, and Greta Friar. "Nivea (A)." Harvard Business School Case 614-042, January 2014. (Revised January 2017.)
      • 2013
      • Working Paper

      Separating Homophily and Peer Influence with Latent Space

      By: Joseph P. Davin, Sunil Gupta and Mikolaj Jan Piskorski
      We study the impact of peer behavior on the adoption of mobile apps in a social network. To identify social influence properly, we introduce latent space as an approach to control for latent homophily, the idea that "birds of a feather flock together." In a series of... View Details
      Keywords: Social Influence; Social Network; Mobile App; Peer Effects; Latent Homophily; Latent Space; Proxy Variables; Familiarity; Behavior; Consumer Behavior; Applications and Software; Social and Collaborative Networks; Mobile and Wireless Technology; Power and Influence; Social Media
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      Davin, Joseph P., Sunil Gupta, and Mikolaj Jan Piskorski. "Separating Homophily and Peer Influence with Latent Space." Harvard Business School Working Paper, No. 14-053, January 2014.
      • 2014
      • Case

      Zenglibao: An Internet Money Market Fund Run by Tianhong Asset Management Co., LTD.

      By: F. Warren McFarlan, Yongjun Jin and Xiaohui Li
      Mobile Internet has imposed an increasing impact on traditional finance. Firstly, some financial business modules can be operated via mobile Internet, and the corresponding transaction cost is greatly reduced. For example, payment by traditional bank draft is replaced... View Details
      Keywords: Finance; Internet; China; Mobile Devices; Internet and the Web; Mobile and Wireless Technology; China
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      McFarlan, F. Warren, Yongjun Jin, and Xiaohui Li. "Zenglibao: An Internet Money Market Fund Run by Tianhong Asset Management Co., LTD." Tsinghua University Case, 2014.
      • 2014
      • Teaching Note

      Zenglibao: An Internet Money Market Fund Run By Tianhong Asset Management Co., LTD. (TN)

      By: F. Warren McFarlan, Yongjun Jin and Xiaohui Li
      Mobile Internet has imposed an increasing impact on traditional finance. Firstly, some financial business modules can be operated via mobile Internet, and the corresponding transaction cost is greatly reduced. For example, payment by traditional bank draft is replaced... View Details
      Keywords: Internet; China; Mobile Devices; Finance; Internet and the Web; Mobile and Wireless Technology; China
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      McFarlan, F. Warren, Yongjun Jin, and Xiaohui Li. "Zenglibao: An Internet Money Market Fund Run By Tianhong Asset Management Co., LTD. (TN)." Tsinghua University Teaching Note, 2014.
      • 2013
      • Working Paper

      Heterogeneous Technology Diffusion and Ricardian Trade Patterns

      By: William R. Kerr
      This study tests the importance of Ricardian technology differences for international trade. The empirical analysis has three comparative advantages: including emerging and advanced economies, isolating panel variation regarding the link between productivity and... View Details
      Keywords: Exports; Comparative Advantage; Technological Transfer; Innovation; Networks; Patents; Residency; Technology Adoption; Trade; Research and Development; Immigration; United States
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      Kerr, William R. "Heterogeneous Technology Diffusion and Ricardian Trade Patterns." Harvard Business School Working Paper, No. 14-039, November 2013. (NBER Working Paper Series, No. 19657, November 2013.)
      • Article

      Applying KISS to Healthcare Information Technology

      By: Regina E. Herzlinger, Margo Seltzer and Mark Gaynor
      Current public and private healthcare information technology initiatives have failed to achieve secure integration among providers. Applying the "keep it simple, stupid" principle offers the key guidance for solving this problem. View Details
      Keywords: Technology; Health Care; Public Health; Information Technology Industry; Computer Networks; Computer Services Industries; Software; Hardware; Medical Services; Health Care and Treatment; Information Technology; Applications and Software; Information Infrastructure; Standards; Health Industry; Technology Industry; United States
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      Herzlinger, Regina E., Margo Seltzer, and Mark Gaynor. "Applying KISS to Healthcare Information Technology." Computer 46, no. 11 (November 2013): 72–74.
      • 2013
      • Working Paper

      Digital Dark Matter and the Economics of Apache

      By: Shane Greenstein and Frank Nagle
      Researchers have long hypothesized that spillovers from government, university, and private company R&D contribute to economic growth, but these contributions may be difficult to measure when they take a non-pecuniary form. The growth of networking devices and the... View Details
      Keywords: Measurement and Metrics; Internet and the Web; Performance Productivity; Applications and Software; Economic Growth; Research and Development
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      Greenstein, Shane, and Frank Nagle. "Digital Dark Matter and the Economics of Apache." NBER Working Paper Series, No. 19507, October 2013.
      • September 2013 (Revised August 2015)
      • Background Note

      Leadership and Teaming

      By: Ethan Bernstein
      Small differences in the leadership of teams can have large consequences for the success of their efforts. Many initiatives fail not because of a fatal error in judgment or insufficient ideas, knowledge, motivation, or capabilities to deliver a solution. They fail... View Details
      Keywords: Teams; Teaming; Leadership And Managing People; Leadership; Team Effectiveness; Team Performance; Team Design; Team Leadership; Teamwork; Team Process; Team Function; Team Launch; 60/30/10 Rule; Team Boundary; Distribution Of Leadership Authority; Self-Managed Teams; Virtual Teams; Unbounded Teams; Acts Of Leadership; Execution Teams; Decision Making Teams; Creativity Teams; Team Size; Task Design; Team Timeline; Team Roles; Team Representation; Diversity; Team Familiarity; Collective Intelligence; Team Stages Of Development; Team Coaching; Performance Pressure; X-Teams; Team Focus; Interaction; Management Teams; Managerial Roles; Management Systems; Management Style; Management Skills; Management Practices and Processes; Organizational Design; Organizational Structure; Performance Effectiveness; Performance Efficiency; Performance Productivity; Groups and Teams; Networks; Social Psychology; Behavior; Conflict and Resolution; Creativity; Social and Collaborative Networks; Satisfaction; Prejudice and Bias; Power and Influence; Personal Characteristics; Familiarity; Cognition and Thinking; Attitudes; Projects; Organizational Culture; Organizational Change and Adaptation; Leadership Development; Leadership Style; Leading Change; Knowledge Use and Leverage; Knowledge Sharing; Collaborative Innovation and Invention; Innovation and Management; Innovation Leadership; Design; Interpersonal Communication; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Information Industry; Asia; North and Central America; South America; Atlantic Ocean; Central Asia; Europe; Latin America; Middle East; Oceania; West Indies
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      Bernstein, Ethan. "Leadership and Teaming." Harvard Business School Background Note 414-033, September 2013. (Revised August 2015.)
      • September–October 2013
      • Article

      Discretion Within Constraint: Homophily and Structure in a Formal Organization

      By: Adam M. Kleinbaum, Toby E. Stuart and Michael Tushman
      Homophily in social relations results from both individual preferences and selective opportunities for interaction, but how these two mechanisms interact in large, contemporary organizations is not well understood. We argue that organizational structures and geography... View Details
      Keywords: Familiarity; Interpersonal Communication; Information Technology; Organizational Structure; Social and Collaborative Networks; Gender; Information Technology Industry
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      Kleinbaum, Adam M., Toby E. Stuart, and Michael Tushman. "Discretion Within Constraint: Homophily and Structure in a Formal Organization." Organization Science 24, no. 5 (September–October 2013): 1316–1336.
      • August 2013 (Revised July 2024)
      • Case

      Amazon in 2024

      By: Sunil Gupta and Margaret L. Rodriguez
      Amazon launched its website in July 1995 to sell books online and by 2020 it has grown to become a digital giant with over $280 billion in annual sales. A large part of its growth came from expanding into a variety of businesses that some see as unrelated. Has it... View Details
      Keywords: Platforms; Complements; Showrooming; Ecosystem; Growth Strategy; Competitive Advantage; Network Effects; Internet and the Web; Business Model; Competitive Strategy; Growth and Development Strategy; Digital Platforms; Retail Industry; Publishing Industry
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      Gupta, Sunil, and Margaret L. Rodriguez. "Amazon in 2024." Harvard Business School Case 514-025, August 2013. (Revised July 2024.)
      • July 2013 (Revised August 2017)
      • Case

      TaKaDu

      By: Elie Ofek and Matthew Preble
      In December 2012, Amir Peleg, founder and CEO of TaKaDu, reflected on how to position his young firm for the next fiscal year and beyond. The small Israeli startup had developed an innovative software system that used patented algorithms and statistical analysis to... View Details
      Keywords: Innovation; Customer Selection; Business Marketing; High-tech Marketing; Enterprise Resource Planning; Water Resources; Water Management; Utilities; Product Positioning; Expansion; Resource Allocation; Applications and Software; Entrepreneurship; Business Startups; Business Strategy; Innovation and Invention; Growth and Development Strategy; Utilities Industry; Australia; Israel
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      Ofek, Elie, and Matthew Preble. "TaKaDu." Harvard Business School Case 514-011, July 2013. (Revised August 2017.)
      • Article

      Fast Generalized Subset Scan for Anomalous Pattern Detection

      By: Edward McFowland III, Skyler Speakman and Daniel B. Neill
      We propose Fast Generalized Subset Scan (FGSS), a new method for detecting anomalous patterns in general categorical data sets. We frame the pattern detection problem as a search over subsets of data records and attributes, maximizing a nonparametric scan statistic... View Details
      Keywords: Pattern Detection; Anomaly Detection; Knowledge Discovery; Bayesian Networks; Scan Statistics; Analytics and Data Science
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      McFowland III, Edward, Skyler Speakman, and Daniel B. Neill. "Fast Generalized Subset Scan for Anomalous Pattern Detection." Art. 12. Journal of Machine Learning Research 14 (2013): 1533–1561.
      • July–August 2013
      • Article

      The Network Secrets of Great Change Agents

      By: Julie Battilana and Tiziana Casciaro
      Change is hard, especially in a large organization. Yet some leaders succeed—often spectacularly—at transforming their workplaces. What makes them able to exert this sort of influence when the vast majority can't? The authors tracked 68 change initiatives in the UK's... View Details
      Keywords: Networks; Organizational Change and Adaptation; Leading Change; Health Industry
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      Battilana, Julie, and Tiziana Casciaro. "The Network Secrets of Great Change Agents." Harvard Business Review 91, nos. 7/8 (July–August 2013): 62–68.
      • June 2013 (Revised March 2015)
      • Case

      Open Innovation at Siemens

      By: Karim R. Lakhani, Katja Hutter, Stephanie Healy Pokrywa and Johann Fuller
      The case describes Siemens, a worldwide innovator in the Energy, Healthcare, Industry, and Infrastructure & Cities sectors, and its efforts to develop and commercialize new R&D through open innovation, including internal and external crowdsourcing contests. Emphasis is... View Details
      Keywords: Innovation; Innovation Management; Crowdsourcing; Innovation Strategy; Innovation and Management; Knowledge Management; Knowledge Sharing; Research and Development; Information Technology; Energy Industry; Health Industry; Green Technology Industry; Manufacturing Industry
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      Lakhani, Karim R., Katja Hutter, Stephanie Healy Pokrywa, and Johann Fuller. "Open Innovation at Siemens." Harvard Business School Case 613-100, June 2013. (Revised March 2015.)
      • 2013
      • Dissertation

      Designing Freemium: A Model of Consumer Usage, Upgrade, and Referral Dynamics

      By: Clarence Lee, Vineet Kumar and Sunil Gupta
      Abstract. Over the past decade "freemium" (free + premium) has become the dominant business model among internet start-ups for its ability to acquire and monetize a large install-base with limited marketing resources. Freemium is a hybrid strategy where a firm offers... View Details
      Keywords: Discrete-Continuous Choice Dynamic Structural Models; Bayesian Estimation; Word-of-Mouth; Digital Services; Freemium; Entrepreneurship; Business Model; Motivation and Incentives; Marketing Strategy; Internet and the Web; Consumer Behavior; Marketing Reference Programs; Business Startups
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      Lee, Clarence, Vineet Kumar, and Sunil Gupta. "Designing Freemium: A Model of Consumer Usage, Upgrade, and Referral Dynamics." Diss., Harvard Business School, 2013. (Job Market Paper.)
      • 2014
      • Working Paper

      Hidden Structure: Using Network Methods to Map System Architecture

      By: Carliss Baldwin, Alan MacCormack and John Rusnak
      In this paper, we describe an operational methodology for characterising the architecture of complex technical systems and demonstrate its application to a large sample of software releases. Our methodology is based upon directed network graphs, which allows us to... View Details
      Keywords: Complexity; Applications and Software; Product Design
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      Baldwin, Carliss, Alan MacCormack, and John Rusnak. "Hidden Structure: Using Network Methods to Map System Architecture." Harvard Business School Working Paper, No. 13-093, May 2013. (Revised April 2014.)
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