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      • September 2014 (Revised February 2017)
      • Case

      Belk: Towards Exceptional Scheduling

      By: Ethan Bernstein, Saravanan Kesavan, Bradley Staats and Luke Hassall
      With 24,000 staff and over 300 stores, Belk Inc. sought to replace its entirely manual labor scheduling system with an automated software solution from Reflexis. Belk hoped the upgrade would simplify scheduling, reduce time employees spent in non-customer-facing roles,... View Details
      Keywords: Retail; Scheduling; Local Autonomy; Automation; Metrics; Organizational Change; Human Resource Management; Process Improvement; Performance Measurement; Transparency; Southern United States; Retailing; Department Stores; System Outsourced Services; Employee Relationship Management; Selection and Staffing; Change Management; Governance Controls; Resource Allocation; Service Operations; Organizational Culture; Organizational Change and Adaptation; Performance Evaluation; Performance Improvement; Applications and Software; Family Business; Retail Industry; Technology Industry; United States
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      Bernstein, Ethan, Saravanan Kesavan, Bradley Staats, and Luke Hassall. "Belk: Towards Exceptional Scheduling." Harvard Business School Case 415-023, September 2014. (Revised February 2017.)
      • September 2014
      • Supplement

      Netflix: Designing the Netflix Prize (B)

      By: Karim R. Lakhani, Wesley M. Cohen, Kynon Ingram, Tushar Kothalkar, Maxim Kuzemchenko, Santosh Malik, Cynthia Meyn, Stephanie Healy Pokrywa and Greta Friar
      This supplemental case follows up on the Netflix Prize Contest described in Netflix: Designing the Netflix Prize (A). In the A case, Netflix CEO Reed Hastings must decide how to organize a crowdsourcing contest to improve the algorithms for Netflix's movie... View Details
      Keywords: Crowdsourcing; Prizes; Digitization; Algorithms; Recommendation Software; Disruption; Transformation; Collaborative Innovation and Invention; Technological Innovation; Knowledge Sharing; Applications and Software
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      Lakhani, Karim R., Wesley M. Cohen, Kynon Ingram, Tushar Kothalkar, Maxim Kuzemchenko, Santosh Malik, Cynthia Meyn, Stephanie Healy Pokrywa, and Greta Friar. "Netflix: Designing the Netflix Prize (B)." Harvard Business School Supplement 615-025, September 2014.
      • September 2, 2014
      • Article

      How to Manage Scheduling Software Fairly

      By: Ethan Bernstein, Saravanan Kesavan and Bradley Staats
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      Bernstein, Ethan, Saravanan Kesavan, and Bradley Staats. "How to Manage Scheduling Software Fairly." Harvard Business Review Blogs (September 2, 2014). (A version of this article appeared in the December 2014 issue of Harvard Business Review under the title "Taming Scheduling Software.")
      • August 2014
      • Case

      Opening the Valve: From Software to Hardware (A)

      By: Ethan Bernstein, Francesca Gino and Bradley Staats
      Valve, one of the world's top video game software companies, has also become an iconic example of an organization with virtually no hierarchy. A 400-person organization, Valve's unique organizational form (described in detail in the case and accompanying employee... View Details
      Keywords: Valve; Self-Managed Organizations; Organization Design; Strategy; Flat Organization; Video Games; Organization Alignment; Family Business; Steam; Steam Machine; Design; Games, Gaming, and Gambling; Human Resources; Collaborative Innovation and Invention; Technological Innovation; Leadership Style; Management Practices and Processes; Organizational Design; Organizational Structure; Organizational Culture; Organizational Change and Adaptation; Groups and Teams; Alignment; Software; Hardware; Video Game Industry; Seattle
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      Bernstein, Ethan, Francesca Gino, and Bradley Staats. "Opening the Valve: From Software to Hardware (A)." Harvard Business School Case 415-015, August 2014.
      • August 2014 (Revised August 2015)
      • Supplement

      Opening the Valve: From Software to Hardware (B)

      By: Ethan Bernstein, Francesca Gino and Bradley Staats
      Valve, one of the world's top video game software companies, has also become an iconic example of an organization with virtually no hierarchy. A 400-person organization, Valve's unique organizational form (described in detail in the case and accompanying employee... View Details
      Keywords: Valve; Self-Managed Organizations; Organization Design; Strategy; Flat Organization; Video Games; Organization Alignment; Family Business; Steam; Steam Machine; Design; Games, Gaming, and Gambling; Human Resources; Collaborative Innovation and Invention; Technological Innovation; Leadership Style; Management Practices and Processes; Organizational Design; Organizational Structure; Organizational Culture; Organizational Change and Adaptation; Groups and Teams; Alignment; Software; Hardware; Video Game Industry; Seattle
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      Bernstein, Ethan, Francesca Gino, and Bradley Staats. "Opening the Valve: From Software to Hardware (B)." Harvard Business School Supplement 415-016, August 2014. (Revised August 2015.)
      • August 2014
      • Case

      Netflix: Designing the Netflix Prize (A)

      By: Karim R. Lakhani, Wesley M. Cohen, Kynon Ingram, Tushar Kothalkar, Maxim Kuzemchenko, Santosh Malik, Cynthia Meyn, Greta Friar and Stephanie Healy Pokrywa
      In 2006, Reed Hastings, CEO of Netflix, was looking for a way to solve Netflix's customer churn problem. Netflix used Cinematch, its proprietary movie recommendation software, to promote individually determined best-fit movies to customers. Hastings determined that a... View Details
      Keywords: Crowdsourcing; Prizes; Digitization; Algorithms; Recommendation Software; Disruption; Transformation; Collaborative Innovation and Invention; Technological Innovation; Knowledge Sharing; Applications and Software; Motion Pictures and Video Industry; Entertainment and Recreation Industry; Technology Industry; United States
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      Lakhani, Karim R., Wesley M. Cohen, Kynon Ingram, Tushar Kothalkar, Maxim Kuzemchenko, Santosh Malik, Cynthia Meyn, Greta Friar, and Stephanie Healy Pokrywa. "Netflix: Designing the Netflix Prize (A)." Harvard Business School Case 615-015, August 2014.
      • July 2014 (Revised August 2015)
      • Case

      Qihoo

      By: Feng Zhu
      Qihoo, one of the largest Internet companies in China today, was founded in 2005. The company started its business by offering a security software product, and quickly dominated the market in China after its unusual move of giving its product away for free in 2009.... View Details
      Keywords: Platform Strategy; Business Model Innovation; Chinese Internet Market; Competitive Strategy; Information Technology; Digital Platforms; Internet and the Web; Information Technology Industry
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      Zhu, Feng. "Qihoo." Harvard Business School Case 615-017, July 2014. (Revised August 2015.)
      • June–July 2014
      • Article

      Language as a Lightning Rod: Power Contests, Emotion Regulation, and Subgroup Dynamics in Global Teams

      By: Pamela J. Hinds, Tsedal Neeley and Catherine Durnell Cramton
      Through an ethnographic study comprised of interviews with and observations of 96 globally distributed members in six software development teams, we propose a model that captures how asymmetries in language fluency contribute to an us vs. them dynamic so common in... View Details
      Keywords: Equality and Inequality; Communication Intention and Meaning; Groups and Teams; Applications and Software; Emotions; Cross-Cultural and Cross-Border Issues; Power and Influence; Information Technology Industry
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      Hinds, Pamela J., Tsedal Neeley, and Catherine Durnell Cramton. "Language as a Lightning Rod: Power Contests, Emotion Regulation, and Subgroup Dynamics in Global Teams." Journal of International Business Studies 45, no. 5 (June–July 2014): 536–561.
      • 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 (Revised June 2014)
      • Case

      Intellectual Property Strategy at North Technology Group—Sailing Downwind

      By: Felix Oberholzer-Gee and William W. Fisher III
      North Sails is the world's leading sailmaker. The company commands a global market share of more than 50% and is largely responsible for the rapid technological progress in the sailmaking industry over the past 30 years. CEO Tom Whidden needs to consider how to best... View Details
      Keywords: Technology; Information Technology; Competitive Advantage; Intellectual Property
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      Oberholzer-Gee, Felix, and William W. Fisher III. "Intellectual Property Strategy at North Technology Group—Sailing Downwind." Harvard Business School Case 714-403, May 2014. (Revised June 2014.)
      • 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; Web Services 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.)
      • May 2014
      • Article

      Right Up the Middle: How Israeli Firms Go Global

      By: Jonathan Friedrich, Amit Noam and Elie Ofek
      The article considers international business enterprises based in Israel and how they successfully expanded from their origins as small businesses. A common technique of those companies in which they focused on market entry in other countries whose markets were too... View Details
      Keywords: Globalized Firms and Management; Israel
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      Friedrich, Jonathan, Amit Noam, and Elie Ofek. "Right Up the Middle: How Israeli Firms Go Global." Harvard Business Review 92, no. 5 (May 2014): 113–117.
      • April 2014 (Revised March 2015)
      • Case

      GE and the Industrial Internet

      By: Karim R. Lakhani, Marco Iansiti and Kerry Herman
      CEO Jeff Immelt considers whether GE is moving fast enough on its new Industrial Internet initiative. The undertaking includes building out an Industrial Internet, connecting machines and devices, collecting their data and operations, and providing services to clients... View Details
      Keywords: Technology; Operations Management; Strategy; Big Data; Business Analysis; Corporate Strategy; Digital Technology; Digital Innovation; General Management; General Strategy; Global Competitiveness; Global Strategy; Innovation; Innovation And Management; Industrial Internet; GE; Innovation and Invention; Information Technology; Analytics and Data Science; Air Transportation Industry; Energy Industry; Health Industry; Industrial Products Industry; Information Technology Industry; Manufacturing Industry; Medical Devices and Supplies Industry; Rail Industry; Transportation Industry; Technology Industry; North and Central America; Asia; Europe; Middle East; Latin America
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      Lakhani, Karim R., Marco Iansiti, and Kerry Herman. "GE and the Industrial Internet." Harvard Business School Case 614-032, April 2014. (Revised March 2015.)
      • 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.)
      • 2014
      • Working Paper

      Visualizing and Measuring Software Portfolio Architectures: A Flexibility Analysis

      By: Robert Lagerstrom, Carliss Y. Baldwin, Alan MacCormack and David Dreyfus
      In this paper, we test a method for visualizing and measuring software portfolio architectures and use our measures to predict the costs of architectural change. Our data is drawn from a biopharmaceutical company, comprising 407 architectural components with 1,157... View Details
      Keywords: Design Structure Matrices; Software Architecture; Flexibility; Software Application Portfolio; Complexity; Applications and Software; Forecasting and Prediction
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      Lagerstrom, Robert, Carliss Y. Baldwin, Alan MacCormack, and David Dreyfus. "Visualizing and Measuring Software Portfolio Architectures: A Flexibility Analysis." Harvard Business School Working Paper, No. 14-083, March 2014.
      • February 2014
      • Case

      BGI: Data-driven Research

      By: Willy Shih and Sen Chai
      BGI has the largest installed gene-sequencing capacity in the world, and to Zhang Gengyun, general manager of the Life Sciences Division, this represented an opportunity to apply his training as a plant breeder and his early career work as a biochemist to improving... View Details
      Keywords: Genomics; Gene Sequencing; Life Sciences; Plant Breeding; Human Genome Program; Beijing Genomics Institute; BGI; Rice Genome; Technological Innovation; Innovation Strategy; Research; Research and Development; Science; Genetics; Science-Based Business; Strategy; Commercialization; Corporate Strategy; Information Technology; Applications and Software; Agriculture and Agribusiness Industry; Biotechnology Industry; Food and Beverage Industry; China; United States
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      Shih, Willy, and Sen Chai. "BGI: Data-driven Research." Harvard Business School Case 614-056, February 2014.
      • 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; Telecommunications Industry; Information Technology Industry; Technology Industry; Communications 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 March 2014)
      • Case

      SAP 2014: Reaching for the Cloud

      By: Karim R. Lakhani, Marco Iansiti and Noah Fisher
      In May 2014, Bill McDermott will become the sole CEO of SAP AG, the world leader in the Enterprise Resource Planning (ERP) field. The case occurs in January 2014 at SAP's investors meeting, at a time when the company's stock is near record high. A 2010 strategy... View Details
      Keywords: Cloud Computing; Platform; Strategy And Execution; Strategy And Leadership; Enterprise Resource Planning; Software; Information Technology; Digital Platforms; Applications and Software; Information Technology Industry; Germany
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      Lakhani, Karim R., Marco Iansiti, and Noah Fisher. "SAP 2014: Reaching for the Cloud." Harvard Business School Case 614-052, January 2014. (Revised March 2014.)
      • January 2014 (Revised May 2015)
      • Case

      Open English

      By: Jeffrey J. Bussgang and Lisa Mazzanti
      Open English, a Miami-based startup offering online English language learning services, had more than 30,000 active students across Latin America in 2012. The company had just closed a $43 million financing round in order to rapidly scale its service to the next level.... View Details
      Keywords: Technology Strategy; Product Management; Startup; Online Learning; Digital Platforms; Entrepreneurship; Business Startups; Technology Industry; Miami; Venezuela
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      Bussgang, Jeffrey J., and Lisa Mazzanti. "Open English." Harvard Business School Case 814-020, January 2014. (Revised May 2015.)
      • 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.
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