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    • All HBS Web  (1,008)
      • Faculty Publications  (398)

      Data AnalyticsRemove Data Analytics →

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      • 2010
      • Book

      The New Science of Retailing: How Analytics Are Transforming the Supply Chain and Improving Performance

      By: Marshall Fisher and Ananth Raman
      Retailers today are drowning in data but lacking in insight: They have huge volumes of information at their disposal. But they're unsure of how to sort through it and use it to make smart decisions. The result? They're struggling with profit-sapping supply chain... View Details
      Keywords: Profit; Knowledge Use and Leverage; Logistics; Supply Chain Management; Mathematical Methods; Retail Industry
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      Fisher, Marshall, and Ananth Raman. The New Science of Retailing: How Analytics Are Transforming the Supply Chain and Improving Performance. Harvard Business Press, 2010.
      • June 2010
      • Article

      What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns

      By: Glenn Ellison, Edward Glaeser and William R. Kerr
      Why do firms cluster near one another? We test Marshall's theories of industrial agglomeration by examining which industries locate near one another, or coagglomerate. We construct pairwise coagglomeration indices for US manufacturing industries from the Economic... View Details
      Keywords: Production; Economics; Industry Clusters; Analytics and Data Science; Labor; Theory; Goods and Commodities; United States; United Kingdom
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      Ellison, Glenn, Edward Glaeser, and William R. Kerr. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns." American Economic Review 100, no. 3 (June 2010): 1195–1213.
      • May 2010 (Revised May 2010)
      • Case

      Data.gov

      By: Karim R. Lakhani, Robert D. Austin and Yumi Yi
      This case presents the logic and execution underlying the launch of Data.gov, an instantiation of President Obama's initiative for transparency and open government. The process used by Vivek Kundra, the federal CIO, and his team to rapidly develop the website and to... View Details
      Keywords: Safety; Rights; Analytics and Data Science; Internet and the Web; Ethics; Cost vs Benefits; Innovation and Management; Information Management; Public Administration Industry; Information Industry; United States
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      Lakhani, Karim R., Robert D. Austin, and Yumi Yi. "Data.gov." Harvard Business School Case 610-075, May 2010. (Revised May 2010.)
      • August 2008
      • Article

      Economic Links and Predictable Returns

      By: Lauren Cohen and Andrea Frazzini
      This paper finds evidence of return predictability across economically linked firms. We test the hypothesis that in the presence of investors subject to attention constraints, stock prices do not promptly incorporate news about economically related firms, generating... View Details
      Keywords: Economics; Price; Assets; Analytics and Data Science; Customers; Stocks; Equity; Strategy; Investment Return; Forecasting and Prediction
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      Cohen, Lauren, and Andrea Frazzini. "Economic Links and Predictable Returns." Journal of Finance 63, no. 4 (August 2008). (Winner of Smith Breeden Prize for the Best Paper Published in the Journal of Finance in Asset Pricing (Distinguished Paper) 2008. Winner of Chicago Quantitative Alliance Academic Paper Competition. First Prize presented by Chicago Quantitative Alliance. Winner of BSI Gamma Foundation Research Grant presented by BSI Gamma Foundation​.)
      • April 2008
      • Article

      The Survey of Industrial R&D—Patent Database Link Project

      By: William R. Kerr and Shihe Fu
      This paper details the construction of a firm-year panel dataset combining the NBER Patent Dataset with the Survey of Industrial R&D conducted by the Census Bureau and National Science Foundation. The dataset constitutes a platform that offers an unprecedented view of... View Details
      Keywords: Analytics and Data Science; Patents; Surveys; Research and Development; Innovation and Invention; Performance Productivity; Projects; Management Practices and Processes; Management Analysis, Tools, and Techniques
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      Kerr, William R., and Shihe Fu. "The Survey of Industrial R&D—Patent Database Link Project." Journal of Technology Transfer 33, no. 2 (April 2008): 173–186.
      • October 2007
      • Article

      Supply and Demand Shifts in the Shorting Market

      By: Lauren Cohen, Karl B. Diether and Christopher J. Malloy
      Using proprietary data on stock loan fees and quantities from a large institutional investor, we examine the link between the shorting market and stock prices. Employing a unique identification strategy, we isolate shifts in the supply and demand for shorting. We find... View Details
      Keywords: Analytics and Data Science; Stocks; Financing and Loans; Price; Strategy; Demand and Consumers; Forecasting and Prediction; Investment Return; Markets; Information
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      Cohen, Lauren, Karl B. Diether, and Christopher J. Malloy. "Supply and Demand Shifts in the Shorting Market." Journal of Finance 62, no. 5 (October 2007): 2061–2096. (Winner of Smith Breeden Prize for the Best Paper Published in the Journal of Finance in Asset Pricing (Distinguished Paper) 2007.)
      • April 2006
      • Background Note

      Informing Service Management with Customer Data

      By: Frances X. Frei and Dennis Campbell
      Taught as the third module in a Harvard Business School course on Managing Service Operations. Explores the role of data analysis in ongoing service management. Describes how to realize the maximum amount of value from analyses and use this information in... View Details
      Keywords: Decision Making; Design; Analytics and Data Science; Service Operations; Mathematical Methods; Value
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      Frei, Frances X., and Dennis Campbell. "Informing Service Management with Customer Data." Harvard Business School Background Note 606-097, April 2006.
      • February 2006 (Revised March 2008)
      • Case

      ChoicePoint (A)

      By: Lynn S. Paine and Zack Phillips
      The CEO of ChoicePoint, a leading company in the rapidly growing U.S. personal data industry, must reexamine the company's business model after a serious breach of data security affecting some 145,000 U.S. citizens. He must decide on steps to strengthen data protection... View Details
      Keywords: Business Model; Safety; Rights; Analytics and Data Science; Ethics; Information Technology; Information Industry; United States
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      Paine, Lynn S., and Zack Phillips. "ChoicePoint (A)." Harvard Business School Case 306-001, February 2006. (Revised March 2008.)
      • February 2006
      • Article

      Do Stronger Intellectual Property Rights Increase International Technology Transfer? Empirical Evidence from U.S. Firm-Level Panel Data

      By: Lee G. Branstetter, Raymond Fisman and C. Fritz Foley
      Keywords: Intellectual Property; Rights; Information Technology; Information; Analytics and Data Science; United States
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      Branstetter, Lee G., Raymond Fisman, and C. Fritz Foley. "Do Stronger Intellectual Property Rights Increase International Technology Transfer? Empirical Evidence from U.S. Firm-Level Panel Data." Quarterly Journal of Economics 121, no. 1 (February 2006): 321–349.
      • Article

      Some Uses of Happiness Data in Economics

      By: Rafael Di Tella and Robert MacCulloch
      Keywords: Happiness; Analytics and Data Science; Economics
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      Di Tella, Rafael, and Robert MacCulloch. "Some Uses of Happiness Data in Economics." Journal of Economic Perspectives 20, no. 1 (Winter 2006): 25–46.
      • August 2005 (Revised March 2006)
      • Case

      Moneyball (A): What Are You Paying For?

      By: Frances X. Frei, Dennis Campbell and Eliot Sherman
      Explores the contextual elements of Major League Baseball and presents data to allow for an analytic examination of alleged market inefficiencies within the sport. View Details
      Keywords: Market Design; Performance; Sports; Compensation and Benefits; Sports Industry; United States
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      Frei, Frances X., Dennis Campbell, and Eliot Sherman. "Moneyball (A): What Are You Paying For?" Harvard Business School Case 606-025, August 2005. (Revised March 2006.)
      • May 2005
      • Exercise

      Forecasting the Adoption of E-books

      By: Elie Ofek
      Gives students an opportunity to understand the challenges inherent in forecasting the diffusions of innovations. Provides data for forecasting the adoption of electronic books. Students are encouraged to use the Bass Model framework, while being cognizant of its... View Details
      Keywords: Forecasting and Prediction; Framework; Books; Analytics and Data Science; Product Launch; Internet and the Web; Technology Adoption
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      Ofek, Elie. "Forecasting the Adoption of E-books." Harvard Business School Exercise 505-063, May 2005.
      • August 2004 (Revised September 2005)
      • Case

      Canyon Ranch

      By: Lynda M. Applegate and Gabriele Piccoli
      How should Canyon Ranch leverage its uniqueness in the face of increasing competition and an entrenched customer definition of the firm? The firm is attempting to create demand for return visits and foster the customization and personalization of the Canyon Ranch... View Details
      Keywords: Customer Relationship Management; Information Technology; Growth and Development Strategy; Competitive Strategy; Experience and Expertise; Analytics and Data Science; Customization and Personalization
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      Applegate, Lynda M., and Gabriele Piccoli. "Canyon Ranch." Harvard Business School Case 805-027, August 2004. (Revised September 2005.)
      • January 2004
      • Case

      Macroeconomic Policy and the State of the U.S. Economy, 2003

      By: David A. Moss
      Based on excerpts from Federal Reserve Chairman Alan Greenspan's testimony before the U.S. Senate Committee on Banking, Housing, and Urban Affairs on July 16, 2003, as well as economic data that were available to Chairman Greenspan at the time. Taken together, the text... View Details
      Keywords: Macroeconomics; Banks and Banking; Policy; Housing; Analytics and Data Science; Problems and Challenges; Urban Development; United States
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      Moss, David A. "Macroeconomic Policy and the State of the U.S. Economy, 2003." Harvard Business School Case 704-030, January 2004.
      • August 2003
      • Case

      Mercury Computer Systems: The Evolution from Integrated Technology to Open Standard

      By: Rebecca Henderson and Nancy Confrey
      For 20 years, Mercury Computer Systems has thrived, providing products and services that support ultrafast processing of real time data. Now Jay Bertelli, the CEO, faces a critical question: How can the firm compete once the standards on which its products are based... View Details
      Keywords: Analytics and Data Science; Open Source Distribution; Strategic Planning; Competitive Strategy; Competitive Advantage; Information Technology; Information Technology Industry
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      Henderson, Rebecca, and Nancy Confrey. "Mercury Computer Systems: The Evolution from Integrated Technology to Open Standard." Harvard Business School Case 704-424, August 2003.
      • October 2002
      • Exercise

      Luster Paint Corporation, The

      By: Janice H. Hammond
      Describes a marketing director about to launch a new process for demand forecasting. Provides data that allow students to do a multivariable regression analysis. A rewritten version of an earlier case. View Details
      Keywords: Forecasting and Prediction; Analytics and Data Science; Management Practices and Processes; Demand and Consumers; Mathematical Methods
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      Hammond, Janice H. "Luster Paint Corporation, The." Harvard Business School Exercise 603-078, October 2002.
      • July 2002 (Revised June 2003)
      • Case

      Microsoft Financial History

      By: William A. Sahlman
      Contains background financial data on Microsoft as of mid-2001. View Details
      Keywords: History; Analytics and Data Science; Crime and Corruption; Profit
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      Sahlman, William A. "Microsoft Financial History." Harvard Business School Case 803-018, July 2002. (Revised June 2003.)
      • November 2001 (Revised August 2005)
      • Case

      BigEast Bank (A): Credit Card Approval

      By: Frances X. Frei and Dennis Campbell
      BigEast is considering adopting a relationship-centric view in its credit card approval process. This would shift the bank's current practice of analyzing applications based on the merits of a single product to one where the customer's existing relationship is... View Details
      Keywords: Customers; Forecasting and Prediction; Banks and Banking; Analytics and Data Science; Managerial Roles; Relationships; Adoption; Banking Industry
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      Frei, Frances X., and Dennis Campbell. "BigEast Bank (A): Credit Card Approval." Harvard Business School Case 602-098, November 2001. (Revised August 2005.)
      • October 2001 (Revised October 2017)
      • Case

      Store24 (A): Managing Employee Retention

      By: Frances X. Frei and Dennis Campbell
      Provides a retailing context in which employee retention strategies are explored through analyzing detailed store-level data. View Details
      Keywords: Retention; Management Analysis, Tools, and Techniques; Analytics and Data Science; Strategy; Mathematical Methods; Retail Industry
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      Frei, Frances X., and Dennis Campbell. "Store24 (A): Managing Employee Retention." Harvard Business School Case 602-096, October 2001. (Revised October 2017.)
      • April 2001
      • Article

      Academic-Practitioner Collaboration in Management Research: A Case of Cross-Profession Collaboration

      By: T. M. Amabile, C. Patterson, Jennifer Mueller, T. Wojcik, P. Odomirok, M. Marsh and S. Kramer
      We present a case of academic-practitioner research collaboration to illuminate three potential determinants of the success of such cross-profession collaborations: collaborative team characteristics, collaboration environment characteristics, and collaboration... View Details
      Keywords: Research; Cases; Analytics and Data Science; Theory
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      Amabile, T. M., C. Patterson, Jennifer Mueller, T. Wojcik, P. Odomirok, M. Marsh, and S. Kramer. "Academic-Practitioner Collaboration in Management Research: A Case of Cross-Profession Collaboration." Academy of Management Journal 44, no. 2 (April 2001): 418–431.
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