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All HBS Web
(1,298)
- Faculty Publications (114)
Big Data →
- Article
Mining Big Data to Extract Patterns and Predict Real-Life Outcomes
By: Michal Kosinki, Yilun Wang, Himabindu Lakkaraju and Jure Leskovec
Kosinki, Michal, Yilun Wang, Himabindu Lakkaraju, and Jure Leskovec. "Mining Big Data to Extract Patterns and Predict Real-Life Outcomes." Psychological Methods 21, no. 4 (December 2016): 493–506.
- October 2015 (Revised October 2016)
- Case
Building Watson: Not So Elementary, My Dear! (Abridged)
By: Willy C. Shih
This case is set inside IBM Research's efforts to build a computer that can successfully take on human challengers playing the game show Jeopardy! It opens with the machine named Watson offering the incorrect answer "Toronto" to a seemingly simple question during the...
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Keywords:
Analytics;
Big Data;
Business Analytics;
Product Development Strategy;
Machine Learning;
Machine Intelligence;
Artificial Intelligence;
Product Development;
AI and Machine Learning;
Information Technology;
Analytics and Data Science;
Information Technology Industry;
United States
Shih, Willy C. "Building Watson: Not So Elementary, My Dear! (Abridged)." Harvard Business School Case 616-025, October 2015. (Revised October 2016.)
- August 2015 (Revised September 2016)
- Case
Duetto: Industry Transformation with Big Data
By: Lynda M. Applegate, Gabriele Piccoli and Federico Pigni
Applegate, Lynda M., Gabriele Piccoli, and Federico Pigni. "Duetto: Industry Transformation with Big Data." Harvard Business School Case 816-028, August 2015. (Revised September 2016.)
- August 2015 (Revised February 2017)
- Case
Bridj and the Business of Urban Mobility (A): Developing a New Model
By: Rosabeth Moss Kanter and Daniel Fox
Bridj, a Boston startup that provides Big Data-powered, "pop-up" bus routes that respond to transportation demand, has been in operation for a little over a year and has recently launched service in Washington, D.C., its second market. Despite media acclaim and...
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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;
Transportation;
Business Startups;
Management;
Business and Government Relations;
Transportation Industry;
Boston;
District of Columbia
Kanter, Rosabeth Moss, and Daniel Fox. "Bridj and the Business of Urban Mobility (A): Developing a New Model." Harvard Business School Case 316-025, August 2015. (Revised February 2017.)
- July 2015 (Revised October 2017)
- Case
Podium Data: Harnessing the Power of Big Data Analytics
By: Lynda M. Applegate, Karim R. Lakhani and Nicole Bucala
Applegate, Lynda M., Karim R. Lakhani, and Nicole Bucala. "Podium Data: Harnessing the Power of Big Data Analytics." Harvard Business School Case 816-007, July 2015. (Revised October 2017.)
- July 16, 2015
- Article
How Small Businesses Can Fend Off Hackers
By: Lou Shipley
If you wanted to hack a business, which one would you pick: A Fortune 500 company with a large digital-security budget and a team dedicated to protecting its cyberassets? Or a small enterprise that doesn’t employ a single IT security specialist? Security breaches at...
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Keywords:
Hack;
Data Security;
Small Business;
Analytics and Data Science;
Safety;
Information Technology;
Cybersecurity
Shipley, Lou. "How Small Businesses Can Fend Off Hackers." Wall Street Journal (July 16, 2015).
- May–June 2015
- Article
Big Data: Big Deal or Big Hype?
By: Sunil Gupta
Google Flu Trends article of November 2008 heralded a new age for big data where it is possible to leverage the vast amount of data to speak for itself, without theory or expert knowledge of the subject matter. However, in a short span the pendulum swung from big data...
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Gupta, Sunil. "Big Data: Big Deal or Big Hype?" European Business Review (May–June 2015).
- April 2015
- Case
Carolinas HealthCare System: Consumer Analytics
By: John A. Quelch and Margaret L. Rodriguez
In 2014, Dr. Michael Dulin, chief clinical officer for analytics and outcomes research and head of the Dickson Advanced Analytics (DA2) group at Carolinas HealthCare System (CHS), successfully unified all analytics talent and resources into one group over a three year...
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Keywords:
Consumer Segmentation;
Big Data;
Management Information Systems;
Hospital Management;
Health Care and Treatment;
Marketing;
Segmentation;
Analytics and Data Science;
Information Management;
Information Technology;
Health;
Health Industry;
United States
Quelch, John A., and Margaret L. Rodriguez. "Carolinas HealthCare System: Consumer Analytics." Harvard Business School Case 515-060, April 2015.
- Article
Big Other: Surveillance Capitalism and the Prospects of an Information Civilization
By: Shoshana Zuboff
This article describes an emergent logic of accumulation in the networked sphere, 'surveillance capitalism,' and considers its implications for 'information civilization.' The institutionalizing practices and operational assumptions of Google Inc. are the...
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Keywords:
Surveillance Capitalism;
Big Data;
Google;
Information Society;
Privacy;
Internet Of Everything;
Rights;
Economic Systems;
Analytics and Data Science;
Internet and the Web;
Ethics
Zuboff, Shoshana. "Big Other: Surveillance Capitalism and the Prospects of an Information Civilization." Journal of Information Technology 30, no. 1 (March 2015): 75–89.
- December 2014
- Article
The Discipline of Business Experimentation
By: Stefan Thomke and Jim Manzi
The data you already have can't tell you how customers will react to innovations. To discover if a truly novel concept will succeed, you must subject it to a rigorous experiment. In most companies, tests do not adhere to scientific and statistical principles. As a...
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Thomke, Stefan, and Jim Manzi. "The Discipline of Business Experimentation." Harvard Business Review 92, no. 12 (December 2014): 70–79.
- Article
Digital Ubiquity: How Connections, Sensors, and Data Are Revolutionizing Business
By: Marco Iansiti and Karim R. Lakhani
When Google bought Nest, a maker of digital thermostats, for $3.2 billion just a few months ago, it was a clear indication that digital transformation and connection are spreading across even the most traditional industrial segments and creating a staggering array of...
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Keywords:
Digital Innovation;
Digitization;
Industrial Internet;
Technological Innovation;
Production;
Competitive Strategy;
Engineering;
Aerospace Industry
Iansiti, Marco, and Karim R. Lakhani. "Digital Ubiquity: How Connections, Sensors, and Data Are Revolutionizing Business." Harvard Business Review 92, no. 11 (November 2014): 90–99.
- 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...
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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...
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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...
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- Blog Post
Health Care Transparency: The Fox Is Guarding the Chicken Coop in Washington Again
Now that more people can shop directly for their own health insurance under the Affordable Care Act, they have been transformed from potential patients to consumers, and like any other consumers of goods or services, they want to know if what they're buying is any... View Details
Herzlinger, Regina E. "Health Care Transparency: The Fox Is Guarding the Chicken Coop in Washington Again." Huffington Post, The Blog (March 24, 2014). http://www.huffingtonpost.com/regina-e-herzlinger/health-care-transparency_b_5022531.html.
- February 2014 (Revised June 2014)
- Background Note
The Information Superhighway Meets the Highway: Technology and Mobility Trends and Opportunities
By: Rosabeth Moss Kanter and Kevin Rosier
Technological innovation is considered a competitive strength for America, but the nation does not score as high in deploying its technology. U.S. transportation systems are in need of repair and renewal, and the sector is at the cusp of a technological revolution. The...
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Keywords:
Technology;
Information Technology;
Infrastructure;
Transportation;
Information Infrastructure
Kanter, Rosabeth Moss, and Kevin Rosier. "The Information Superhighway Meets the Highway: Technology and Mobility Trends and Opportunities." Harvard Business School Background Note 314-093, February 2014. (Revised June 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...
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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
Lakhani, Karim R., Johann Fuller, Volker Bilgram, and Greta Friar. "Nivea (A)." Harvard Business School Case 614-042, January 2014. (Revised January 2017.)
- 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...
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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.
- 2014
- Other Unpublished Work
Using Big Data to Improve Social Policy
By: Himabindu Lakkaraju, Jon Kleinberg, Jure Leskovec, Jens Ludwig and Sendhil Mullainathan
- August 2013 (Revised August 2014)
- Case
Catalina In the Digital Age
By: Robert J. Dolan and Uma R. Karmarkar
Catalina in the Digital Age considers how a company with a dominant market position should evolve its established product lines given the rise of novel digital technologies. Since its founding in 1983, Catalina had enjoyed a distinct position in the world of consumer...
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Keywords:
Big Data;
Digital Technologies;
Marketing;
Customer Relationship Management;
Consumer Behavior;
Analytics and Data Science
Dolan, Robert J., and Uma R. Karmarkar. "Catalina In the Digital Age." Harvard Business School Case 514-021, August 2013. (Revised August 2014.)