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(1,618)
- Faculty Publications (339)
- 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
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.
- 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
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
- April 29, 2014
- Column
Corporate Reporting in the Big Data Era
By: George Serafeim
Advancements in information technology can improve corporate communication with shareholders, but not through incessant data dumps. Instead, companies will more likely be poised for continued success if they use digital platforms for long-term oriented engagement and... View Details
Keywords: Integrated Reporting; Big Data; Corporate Reporting; Sustainability; Corporate Social Responsibility; Corporate Governance; Accounting; Reporting; Organizational Change and Adaptation; Corporate Accountability; Analytics and Data Science; Information Technology; Communication; Financial Reporting; Business and Shareholder Relations
Serafeim, George. "Corporate Reporting in the Big Data Era." IIRC Blog (April 29, 2014).
- 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
Lakhani, Karim R., Marco Iansiti, and Kerry Herman. "GE and the Industrial Internet." Harvard Business School Case 614-032, April 2014. (Revised March 2015.)
- March 2014
- Teaching Note
The Weather Company
By: Rosabeth Moss Kanter and Ai-Ling Jamila Malone
New CEO David Kenny transformed The Weather Company in less than two years from a primary identity as a cable television channel to a multi-platform digital company innovating in the uses of weather data. He assesses progress and considers strategic choices and... View Details
- March 2014 (Revised January 2015)
- Case
Prodigy Network: Democratizing Real Estate Design and Financing
By: Karim R. Lakhani, Katja Hutter and Greta Friar
This case follows Rodrigo Nino, founder and CEO of commercial real estate development company Prodigy Network, as he develops an equity-based crowdfunding model for small investors to access commercial real estate in Colombia, then tries out the model in the U.S. U.S.... View Details
Keywords: Innovation; Real Estate; Crowdfunding; Crowdsourcing; Digital Innovation; Commercial Real Estate; Online Platforms; Disruption; Transformation; Design; Assets; Equity; Disruptive Innovation; Innovation Strategy; Internet and the Web; Digital Platforms; Real Estate Industry; Latin America; New York (state, US); United States
Lakhani, Karim R., Katja Hutter, and Greta Friar. "Prodigy Network: Democratizing Real Estate Design and Financing." Harvard Business School Case 614-064, March 2014. (Revised January 2015.)
- March 2014 (Revised March 2015)
- Case
Samsung Electronics: TV in an Era of Convergence
By: Karim R. Lakhani, Marco Iansiti and Kerry Herman
From the late 1990s to 2006/2007, Samsung Electronics moved from one of 170 TV manufacturers to gain dominant TV market share year over year from 2007-2013. As digital technologies increasingly converged in 2013-2014, the industry faced new questions: What was the... View Details
Keywords: Digital Innovation; Technology; Technology Management; Digital Convergence; Digital Technology; Innovation; Korea; Samsung; Television; Technological Innovation; Information Technology; Innovation and Invention; Innovation Leadership; Innovation and Management; Product Development; Product Design; Electronics Industry; Korean Peninsula; Asia
Lakhani, Karim R., Marco Iansiti, and Kerry Herman. "Samsung Electronics: TV in an Era of Convergence." Harvard Business School Case 614-034, March 2014. (Revised March 2015.)
- January 2014
- Technical Note
A Note on Funding Digital Innovation Startups
By: Karim Lakhani, Michael Norris and Andrew Otazo
This note provides information on the state of startup financing in Silicon Valley in 2013. It details different avenues startups have to raise funding, including venture capital, corporate venture capital, angel investors, incubators, and crowdfunding. View Details
Keywords: Startup; Innovation & Entrepreneurship; Angel Investors; Accelerator; Crowdfunding; Silicon Valley; Venture Capital; Entrepreneurship; California
Lakhani, Karim, Michael Norris, and Andrew Otazo. "A Note on Funding Digital Innovation Startups." Harvard Business School Technical Note 614-039, January 2014.
- January 2014
- Case
The Weather Company
New CEO David Kenny transformed The Weather Company in less than two years from a primary identity as a cable television channel to a multi-platform digital company innovating in the uses of weather data. He assesses progress and considers strategic choices and... View Details
Keywords: Innovation; Strategy; Strategic Change; Change Management; Expansion; Weather; Growth and Development Strategy; Innovation and Invention; Technology Industry
Kanter, Rosabeth Moss. "The Weather Company." Harvard Business School Case 314-083, January 2014.
- January 2014 (Revised March 2015)
- Case
Google Car
By: Karim R. Lakhani, James Weber and Christine Snively
By 2013, Google, while not a traditional manufacturer of automobiles, had invested millions of dollars in its self-driving cars which had logged over 500,000 miles of testing. The Google management team faced several questions. Should Google continue to invest in the... View Details
Keywords: Digital Services; Innovation; Technology; Technological Innovation; Internet and the Web; Market Entry and Exit; Transportation; Auto Industry; United States
Lakhani, Karim R., James Weber, and Christine Snively. "Google Car." Harvard Business School Case 614-022, January 2014. (Revised March 2015.)
- April 2013 (Revised October 2013)
- Case
National Instruments
By: Lynda M. Applegate, Keri Pearlson and Natalie Kindred
This case explores the use of social media to support product design, customer support, marketing and HR activities at National Instruments (NI). Based in Austin, Texas, with over $1 billion in 2011 sales, NI designs, produces, and sells software and hardware platforms... View Details
Keywords: Organizational Structure; Applications and Software; Organizational Culture; Technological Innovation; Digital Platforms; Innovation and Management; Media; Management Systems; Social and Collaborative Networks; Information Technology Industry; Service Industry; Texas
Applegate, Lynda M., Keri Pearlson, and Natalie Kindred. "National Instruments." Harvard Business School Case 813-001, April 2013. (Revised October 2013.)
- March 2013 (Revised April 2014)
- Case
Barnes & Noble: Managing the E-Book Revolution
By: Alan MacCormack, Brian Kimball Dunn and Chris F. Kemerer
The case describes competition in the market for E-Books, and Barnes & Noble's Strategy in this industry. As a traditional retailer, B&N was challenged by the introduction of digital technologies that allow books to be published, distributed and sold to consumers... View Details
Keywords: Innovation; Technology Strategy; Platform Competition; Innovation Strategy; Information Technology; Product Development; Digital Platforms; Standards; Disruptive Innovation; Retail Industry; Publishing Industry; North America
MacCormack, Alan, Brian Kimball Dunn, and Chris F. Kemerer. "Barnes & Noble: Managing the E-Book Revolution." Harvard Business School Case 613-073, March 2013. (Revised April 2014.)
- February 2013
- Article
Digitization, Innovation, and Copyright: What Is the Agenda?
By: Shane Greenstein, Josh Lerner and Scott Stern
This essay discusses the need for research on the consequences of digitization, as well as the impact of alternative policies governing the creation and use of digital information. This agenda focuses on the development of research to investigate the economics of... View Details
Keywords: Information Technology; Research; Copyright; Information Management; Innovation and Invention
Greenstein, Shane, Josh Lerner, and Scott Stern. "Digitization, Innovation, and Copyright: What Is the Agenda?" Strategic Organization 11, no. 1 (February 2013): 110–121.
- December 2012 (Revised April 2025)
- Case
AmTran Technology Ltd.
By: Willy Shih, Jyun-Cheng Wang and Karen E. Robinson
As an original design manufacturer (ODM) of television sets and leading supplier to Vizio, a market leader in the U.S. for LCD flat panel TVs, AmTran Technology Ltd. uses what founder Alpha Wu describes as a "WE" model in which western companies perform sales,... View Details
Keywords: Modularity; Technology Transitions; Analog; Digital; Television; TV; Flat-panel; ATSC; NTSC; Video; Global Strategy; Innovation and Management; Innovation Leadership; Innovation Strategy; Technological Innovation; Growth and Development Strategy; Product Development; Product Design; Supply Chain; Business Strategy; Competitive Strategy; Technology Adoption; Digital Platforms; Electronics Industry; Taiwan; United States; Japan
Shih, Willy, Jyun-Cheng Wang, and Karen E. Robinson. "AmTran Technology Ltd." Harvard Business School Case 613-069, December 2012. (Revised April 2025.)
- November 2012
- Case
Bonnier: Digitalizing the Media Business
By: Lynda Applegate, Daniel Nylen, Jonny Holmstrom and Kalle Lyytinen
The case follows leading Scandinavian media company Bonnier as it establishes a designated R&D division for the first time. The case, in particular, focuses on its first flagship project, called Mag+, in which it creates a digital platform for publishing digital... View Details
Applegate, Lynda, Daniel Nylen, Jonny Holmstrom, and Kalle Lyytinen. "Bonnier: Digitalizing the Media Business." Harvard Business School Case 813-073, November 2012.
- November 2012 (Revised May 2013)
- Case
ASUSTeK and the Google Nexus 7 Tablet
By: Willy C. Shih and Jyun-Cheng Wang
Days after Jerry Shen introduced a new tablet computer at the Consumer Electronics Show, a Google meeting convinced him to go with a lower price point and co-branding as the Nexus 7. While his company would have a premier position at launch, companies like Samsung... View Details
Keywords: Nexus; Google; ASUSTeK; Android; Tablet; Kindle; Kindle Fire; Notebook Computers; ODM; Apple; Price Point; App Store; Ecosystem; Open Handset Alliance; Reference Design; iPad; EMS; Electronic Manufacturing Services; Smartphone; Innovation and Management; Innovation Strategy; Technological Innovation; Product Marketing; Product Launch; Product Positioning; Industry Structures; Product Design; Product Development; Business Strategy; Competitive Strategy; Mobile and Wireless Technology; Digital Platforms; Information Technology; Internet and the Web; Computer Industry; Information Technology Industry; Technology Industry; Taiwan; United States
Shih, Willy C., and Jyun-Cheng Wang. "ASUSTeK and the Google Nexus 7 Tablet." Harvard Business School Case 613-056, November 2012. (Revised May 2013.)
- November 2012 (Revised August 2013)
- Supplement
Global Unichip Corporation (B)
By: Willy Shih and Chen-Fu Chien
Jim Lai, President of Global Unichip Corporation (GUC), mapped out the changes he saw coming to the global semiconductor industry. The big question was how many system developers would start coming directly to GUC. View Details
Keywords: Abstraction; Value-network; Vertical Integration; Entry Barriers; Intermediaries; Dis-intermediation; Aggregator; Vertical Specialization; Technology Adoption; Digital Platforms; Competitive Strategy; Corporate Strategy; Integration; Technological Innovation; Innovation Strategy; Innovation and Management; Industry Structures; Information Infrastructure; Information Technology; Complexity; Semiconductor Industry; Technology Industry; Telecommunications Industry; Taiwan
Shih, Willy, and Chen-Fu Chien. "Global Unichip Corporation (B)." Harvard Business School Supplement 613-049, November 2012. (Revised August 2013.)
- October 2012 (Revised August 2013)
- Case
Global Unichip Corporation (A)
By: Willy Shih and Chen-Fu Chien
Global Unichip Corporation (GUC) is a design services company that acts as a front-end to TSMC, the world's largest semiconductor foundry. In so doing, it masked the complexity of the latest process technologies, and reduced the entry barriers for small firms to... View Details
Keywords: Abstraction; Value-network; Entry Barriers; Intermediaries; Dis-intermediation; Aggregator; Vertical Specialization; Technology Adoption; Digital Platforms; Competitive Strategy; Corporate Strategy; Horizontal Integration; Vertical Integration; Technological Innovation; Innovation Strategy; Innovation and Management; Industry Structures; Information Infrastructure; Complexity; Information Technology; Semiconductor Industry; Technology Industry; Telecommunications Industry; Taiwan
Shih, Willy, and Chen-Fu Chien. "Global Unichip Corporation (A)." Harvard Business School Case 613-048, October 2012. (Revised August 2013.)
- September 2012 (Revised April 2013)
- Case
Digital Microscopy at Carl Zeiss: Managing Disruption
By: Willy Shih
Ulrich Simon, the head of the Microscopy business group at Carl Zeiss AG knew that his unit was facing a disruptive threat, so he chartered a special team to tackle the industrial segment. Given a high degree of autonomy, the project team developed an understanding of... View Details
Keywords: Modularity; High Technology Products; Emergent Strategy; Product Lines; Corporate Strategy; Digital Platforms; Disruptive Innovation; Technology Industry; Germany
Shih, Willy. "Digital Microscopy at Carl Zeiss: Managing Disruption." Harvard Business School Case 613-039, September 2012. (Revised April 2013.)