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    • All HBS Web  (2,281)
      • Faculty Publications  (503)

      Data StrategyRemove Data Strategy →

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      • May 1986
      • Case

      Data Administration in Citibank Brazil (A): The Competitive Advantage

      By: Shoshana Zuboff
      Keywords: Banks and Banking; Information Management; Competitive Advantage; Banking Industry; Brazil
      Citation
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      Zuboff, Shoshana. "Data Administration in Citibank Brazil (A): The Competitive Advantage." Harvard Business School Case 486-109, May 1986.
      • May 1986 (Revised October 1986)
      • Case

      Data Administration in Citibank Brazil (B): Strategy and Technology

      By: Shoshana Zuboff
      Keywords: Banks and Banking; Information Management; Banking Industry; Brazil
      Citation
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      Zuboff, Shoshana. "Data Administration in Citibank Brazil (B): Strategy and Technology." Harvard Business School Case 486-110, May 1986. (Revised October 1986.)
      • May 1986
      • Case

      Data Administration in Citibank Brazil (E): Assessing the Implementation Strategy

      By: Shoshana Zuboff
      Keywords: Information Management; Strategy; Banking Industry; Brazil
      Citation
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      Zuboff, Shoshana. "Data Administration in Citibank Brazil (E): Assessing the Implementation Strategy." Harvard Business School Case 486-113, May 1986.
      • November 1984 (Revised March 1985)
      • Case

      Restructuring European Petrochemicals: Regional Data

      By: Francis Aguilar, Joseph L. Bower and Benjamin Gomes-Casseres
      Keywords: Restructuring; Corporate Strategy; Energy Industry; Chemical Industry; Europe
      Citation
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      Aguilar, Francis, Joseph L. Bower, and Benjamin Gomes-Casseres. "Restructuring European Petrochemicals: Regional Data." Harvard Business School Case 385-217, November 1984. (Revised March 1985.)
      • May 1983 (Revised December 1987)
      • Case

      Technical Data Corp.

      By: William A. Sahlman
      Describes a decision confronting the president of a small company about selling some or all of the shares in his company to another firm. Technical Data Corp. provides analytical services to professional bond market traders over a system of computer terminals operated... View Details
      Keywords: Stocks; Entrepreneurship; Business Startups; Internet and the Web; Information Infrastructure; Mobile and Wireless Technology; Valuation; Negotiation Tactics; Mergers and Acquisitions; Corporate Strategy; Horizontal Integration; Information Industry; Service Industry
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      Sahlman, William A. "Technical Data Corp." Harvard Business School Case 283-072, May 1983. (Revised December 1987.)
      • June 1982 (Revised May 1995)
      • Case

      Ellis Manufacturing Co.

      By: Roy D. Shapiro
      Ellis finds itself in a weakening competitive position largely due to the lack of rationalization in its plants. Driven by a strong traditionally decentralized sales organization, Ellis finds that all plants want control over all product lines. As a result, overall... View Details
      Keywords: Factories, Labs, and Plants; Cost; Analytics and Data Science; Brands and Branding; Performance Capacity; Competitive Strategy; Construction Industry
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      Shapiro, Roy D. "Ellis Manufacturing Co." Harvard Business School Case 682-103, June 1982. (Revised May 1995.)
      • July 1981
      • Background Note

      Competitive Status of the U.S. Automobile Industry--1981: Crisis and Transition

      By: Kim B. Clark
      Examines the competitive status of the U.S. auto industry in 1979-80. Provides information on the historical background of the current crisis using data on the United States and Japan. Discusses the competitive position of the U.S. industry in terms of productivity,... View Details
      Keywords: Competitive Advantage; Auto Industry
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      Clark, Kim B. "Competitive Status of the U.S. Automobile Industry--1981: Crisis and Transition." Harvard Business School Background Note 682-006, July 1981.
      • March 1980 (Revised February 1987)
      • Case

      Sweco, Inc. (A)

      By: Michael E. Porter and George S. Yip
      Describes Sweco's decision about whether to enter the mud-processing equipment industry (used in oil well drilling). This is an internal entry decision, and the case describes Sweco's existing businesses as well as the mud-processing industry and competitors. The case... View Details
      Keywords: Cost vs Benefits; Decisions; Forecasting and Prediction; Cost; Analytics and Data Science; Market Entry and Exit; Competition
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      Porter, Michael E., and George S. Yip. "Sweco, Inc. (A)." Harvard Business School Case 380-167, March 1980. (Revised February 1987.)
      • January 1980 (Revised August 1986)
      • Case

      General Electric vs. Westinghouse in Large Turbine Generators (A)

      By: Michael E. Porter
      Describes the U.S. large turbine generator industry in early 1963, a period of severe price cutting and depressed industry conditions. Presents data to allow a structural analysis of the industry and an analysis of the strategies of the major players since 1946. The... View Details
      Keywords: Transformation; Customer Focus and Relationships; Machinery and Machining; Cost Management; Price; Management Analysis, Tools, and Techniques; Marketing Strategy; Industry Structures; Competition; Manufacturing Industry; United States
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      Porter, Michael E. "General Electric vs. Westinghouse in Large Turbine Generators (A)." Harvard Business School Case 380-128, January 1980. (Revised August 1986.)
      • March 1979 (Revised June 1985)
      • Case

      Chain Saw Industry in 1974

      By: Michael E. Porter
      Describes the structure of the chain saw industry in 1974, when it is on the threshold of a major period of growth. Data are provided on each significant competitor. The discussion should center around strategies in a growing market for differently situated... View Details
      Keywords: Industry Growth; Corporate Strategy; Industry Structures; Growth and Development Strategy; Manufacturing Industry
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      Porter, Michael E. "Chain Saw Industry in 1974." Harvard Business School Case 379-157, March 1979. (Revised June 1985.)
      • February 1976 (Revised November 1983)
      • Case

      EG&G, Inc. (B)

      By: Michael E. Porter
      Raises the dilemmas of making strategic decisions within an organizational construct. The divestment of a division of the company raises not only strategic issues but organizational and interpersonal ones as well. The decision is framed through the strategic planning... View Details
      Keywords: Business Divisions; Decisions; Business or Company Management; Organizations; Strategic Planning; Strategy; Service Industry
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      Porter, Michael E. "EG&G, Inc. (B)." Harvard Business School Case 376-188, February 1976. (Revised November 1983.)
      • Forthcoming
      • Article

      Beefing IT Up for Your Investor? Engagement with Open Source Communities, Innovation, and Startup Funding: Evidence from GitHub

      By: Annamaria Conti, Christian Peukert and Maria P. Roche
      We study the engagement of nascent firms with open source communities and its implications for innovation and attracting funding. To do so, we link data on 160,065 U.S. startups from Crunchbase to their activities on the open source software development platform... View Details
      Keywords: Startups; Knowledge; Open Source Communities; GitHub; Machine Learning; Innovation; Business Startups; Venture Capital; Information Technology; Strategy
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      Conti, Annamaria, Christian Peukert, and Maria P. Roche. "Beefing IT Up for Your Investor? Engagement with Open Source Communities, Innovation, and Startup Funding: Evidence from GitHub." Organization Science (forthcoming). (Pre-published online March 7, 2025.)
      • Teaching Interest

      Harvard Business Analytics Program

      By: Michael L. Tushman

      The Harvard Business Analytics Program is offered through a collaboration between Harvard Business School (HBS), the John A. Paulson School of Engineering and Applied Sciences (SEAS), and the Faculty of Arts and Sciences (FAS).

      Designed for... View Details

      • 2025
      • Article

      Ideation with Generative AI—In Consumer Research and Beyond

      By: Julian De Freitas, G. Nave and Stefano Puntoni
      The use of large language models (LLMs) in consumer research is rapidly evolving, with applications including synthetic data generation, data analysis, and more. However, their role in creative ideation—a cornerstone of consumer research—remains underexplored. Drawing... View Details
      Keywords: Large Language Model; AI and Machine Learning; Creativity; Innovation Strategy
      Citation
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      De Freitas, Julian, G. Nave, and Stefano Puntoni. "Ideation with Generative AI—In Consumer Research and Beyond." Journal of Consumer Research (2025).
      • Research Summary

      Mastering Strategy Execution

      By: Robert Simons

      Professor Robert Simons’ research encompasses three areas of management accountability that are the foundation for successful strategy execution: organization design, performance measurement and control, and risk management. In addition, Simons is interested in the... View Details

      • Research Summary

      Overview

      By: Roberto Verganti
      Roberto’s research focuses on how to create innovations that are meaningful for people, for society, and for their creators. He explores how leaders and organizations generate radically new visions, and make those visions come real. His studies lie at the intersection... View Details
      Keywords: Integrated Design; Strategy; Design Thinking; Innovation; Artificial Intelligence; Design; Technology; Leadership; Innovation Strategy
      • Research Summary

      Overview

      By: Marlous van Waijenburg

      Professor van Waijenburg’s research focuses on the historical roots of relative African poverty and state fragility. Where sufficiently reliable and comparable records exist, she creates new datasets from a range of qualitative and quantitative archival sources. The... View Details

      • Research Summary

      Overview

      By: Srikant M. Datar
      Professor Datar has several research and course development interests. His initial areas of research interest were in cost management and management control, strategy implementation and governance. Over the last few years his areas of interest are management education,... View Details
      • Research Summary

      Overview

      By: Andy Wu
      How can technology entrepreneurs build competitive advantage from the ground up? Professor Andy Wu conducts scholarly research and develops course materials that document how technology entrepreneurs can (1) organize for innovation to create new market opportunities... View Details
      Keywords: Strategy; Entrepreneurship; Venture Capital; Growth Management; Organizational Design; Organizational Structure; Technology Platform; Technological Innovation; Information Technology Industry; Retail Industry; Pharmaceutical Industry; Video Game Industry; Media and Broadcasting Industry; United States; China; Southeast Asia; South Asia
      • Research Summary

      Overview

      By: Chiara Farronato
      Based on a broad interest in the economics of innovation and the Internet, Professor Farronato concentrates her research on the evolution of e-commerce and peer-to-peer online platforms, including platform adoption, economies of scale, and drivers of heterogeneous... View Details
      Keywords: Digital Platforms; Antitrust; Network Effects; E-Commerce Strategy
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