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  • August 2014 (Revised May 2015)
  • Case

Teaming at Disney Animation

By: Amy C. Edmondson, David L. Ager, Emily Harburg and Natalie Bartlett
Jonathan Geibel, Director of Systems at Walt Disney Animation Studios (hereafter referred to as Disney Animation), walked through the workspace occupied by the group he had been tasked to lead. Geibel knew he was part of a creative and magical environment. The Disney... View Details
Keywords: Leading Change; Creativity; Organizational Structure; Animation Entertainment; Organizational Culture; Groups and Teams; Motion Pictures and Video Industry; Entertainment and Recreation Industry; United States
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Edmondson, Amy C., David L. Ager, Emily Harburg, and Natalie Bartlett. "Teaming at Disney Animation." Harvard Business School Case 615-023, August 2014. (Revised May 2015.)
  • August 1972 (Revised September 2000)
  • Background Note

Introduction to Accumulated Value, Present Value, and Internal Rate of Return

A simple, intuitive introduction to the usually-difficult topics of discounting and present value. While the mechanics of computing present value and internal rate of return are covered well, the emphasis is more about how to think about these concepts (for example,... View Details
Keywords: Accounting
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Hammond, John S. "Introduction to Accumulated Value, Present Value, and Internal Rate of Return." Harvard Business School Background Note 173-003, August 1972. (Revised September 2000.)
  • June 1999
  • Supplement

Conversation with Donna Dubinsky, A (Video)

Donna Dubinsky, president and CEO of Handspring, Inc. and former president of Palm Computing, speaks about her career. Topics include: early mentors, strategies for building and maintaining business and personal relationships, developing her personal style and... View Details
Keywords: Personal Development and Career
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Ibarra, Herminia M., and Naomi Atkins. "Conversation with Donna Dubinsky, A (Video)." Harvard Business School Video Supplement 499-503, June 1999.
  • December 1994 (Revised May 1999)
  • Case

3M Optical Systems: Managing Corporate Entrepreneurship

By: Christopher A. Bartlett and Afroze A Mohammed
A middle-level division manager must decide whether he should support an investment request for a third attempt at launching a new product developed by a struggling business unit. Describes the long, difficult process by which the unit has developed the product--a... View Details
Keywords: Managerial Roles; Decision Choices and Conditions; Corporate Entrepreneurship; Product Launch; Problems and Challenges; Product Development; Consumer Products Industry
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Bartlett, Christopher A., and Afroze A Mohammed. "3M Optical Systems: Managing Corporate Entrepreneurship." Harvard Business School Case 395-017, December 1994. (Revised May 1999.)
  • 2023
  • Working Paper

Complexity and Time

By: Benjamin Enke, Thomas Graeber and Ryan Oprea
We provide experimental evidence that core intertemporal choice anomalies -- including extreme short-run impatience, structural estimates of present bias, hyperbolicity and transitivity violations -- are driven by complexity rather than time or risk preferences. First,... View Details
Keywords: Decision Choices and Conditions; Motivation and Incentives
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Enke, Benjamin, Thomas Graeber, and Ryan Oprea. "Complexity and Time." NBER Working Paper Series, No. 31047, March 2023.
  • 14 Aug 2017
  • Conference Presentation

A Convex Framework for Fair Regression

By: Richard Berk, Hoda Heidari, Shahin Jabbari, Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel and Aaron Roth
We introduce a flexible family of fairness regularizers for (linear and logistic) regression problems. These regularizers all enjoy convexity, permitting fast optimization, and they span the range from notions of group fairness to strong individual fairness. By varying... View Details
Keywords: Regression Models; Machine Learning; Fairness; Framework; Mathematical Methods
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Berk, Richard, Hoda Heidari, Shahin Jabbari, Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel, and Aaron Roth. "A Convex Framework for Fair Regression." Paper presented at the 4th Workshop on Fairness, Accountability, and Transparency in Machine Learning, Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD), August 14, 2017.
  • June 2016 (Revised August 2019)
  • Case

Numenta: Inventing and (or) Commercializing AI

By: David B. Yoffie, Liz Kind and David Ben Shimol
In March 2016, Donna Dubinsky (co-founder and CEO) and Jeff Hawkins (co-founder) were struggling with a key question: Could Numenta be successful in both creating fundamental technology and building a commercial business? Located in Redwood City, CA, Numenta was... View Details
Keywords: Artificial Intelligence; Machine Intelligence; Machine Learning; Strategy; Business Model; Entrepreneurship; Information; Technological Innovation; Research; Research and Development; Information Technology; Applications and Software; Technology Adoption; Digital Platforms; Commercialization; AI and Machine Learning
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Yoffie, David B., Liz Kind, and David Ben Shimol. "Numenta: Inventing and (or) Commercializing AI." Harvard Business School Case 716-469, June 2016. (Revised August 2019.)
  • May 2003 (Revised October 2003)
  • Case

BEA Systems, Inc.: Constant Reinvention to Cope with Market Waves

Developed in 1995 as a specialist software vendor, BEA Systems, Inc. had already transformed itself twice from a transaction processing product company to a server application provider. By July 2002, it had become the fastest company in history to reach $1 billion in... View Details
Keywords: Organizational Change and Adaptation; Digital Platforms; Business Growth and Maturation; Management Practices and Processes; Applications and Software; Entrepreneurship; Organizational Culture; Web Services Industry; Information Technology Industry
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Sull, Donald N., Ramiro Montealegre, and Jeannette Dale. "BEA Systems, Inc.: Constant Reinvention to Cope with Market Waves." Harvard Business School Case 803-118, May 2003. (Revised October 2003.)
  • Research Summary

Industrial competitiveness in high tech and science-based businesses

By: Willy C. Shih
How do emerging economies develop industrial and technical capabilities that overtake those of advanced economies?  Are there some industrial sectors that are especially susceptible to such targeting?  What will it take to restore America’s... View Details
Keywords: Technological Innovation; Technology Diffusion; Knowledge Flows; Competitive Advantage; Globalization; Manufacturing Industry; Biotechnology Industry; Technology Industry; United States; China; Asia
  • September 1991
  • Case

All American Pipeline

By: Timothy A. Luehrman
Goodyear is nearing its first major capital commitments for the largest investment project in its history, the All American Pipeline. The pipeline will transport heavy crude oil from California to Texas. It is the centerpiece of a major program by Goodyear to diversify... View Details
Keywords: Capital; Financial Strategy; Business Startups; Diversification; Valuation; Standards; Supply Chain; Resource Allocation; Cash Flow; Mining Industry; California; Texas
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Luehrman, Timothy A. "All American Pipeline." Harvard Business School Case 292-040, September 1991.
  • 26 Sep 2016
  • News

Letters from Prison

  • March 1994
  • Case

Bose Corp.: The JIT II Program (A)

By: Roy D. Shapiro and Bruce Isaacson
Bose Corp. is evaluating an unusual plan to manage relationships with vendors that supply components for Bose speakers. The company must decide: 1) which planning and ordering activities should be performed by Bose and which can be performed by vendors, 2) how much... View Details
Keywords: Supply Chain Management; Planning; Production; Alliances; Order Taking and Fulfillment; Electronics Industry
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Shapiro, Roy D., and Bruce Isaacson. "Bose Corp.: The JIT II Program (A)." Harvard Business School Case 694-001, March 1994.
  • February 2011
  • Case

oDesk: Changing How the World Works

By: Boris Groysberg, David A. Thomas and Jennifer M. Tydlaska
It is 2010, and Gary Swart, CEO of oDesk, is contemplating the next steps for his organization. Founded in 2004 in California, oDesk operates an online marketplace which matches Employers with Contractors. oDesk provides fact-based information on Contractors, including... View Details
Keywords: Recruitment; Leadership; Growth and Development Strategy; Digital Platforms; Marketplace Matching; Corporate Strategy; Internet and the Web; Consulting Industry
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Groysberg, Boris, David A. Thomas, and Jennifer M. Tydlaska. "oDesk: Changing How the World Works." Harvard Business School Case 411-078, February 2011.

    Design Rules, Vol. 1: The Power of Modularity

    We live in a dynamic economic and commercial world, surrounded by objects of remarkable complexity and power. In many industries, changes in products and technologies have brought with them new kinds of firms and forms of organization. We are... View Details
    • October 2024 (Revised April 2025)
    • Case

    Nvidia

    By: Andy Wu and Matt Higgins
    This case study examines Nvidia's strategic pivot from gaming GPUs to becoming a leader in general-purpose computing and AI. It explores how Nvidia leveraged its GPU architecture to dominate the growing fields of data center acceleration and AI training, outpacing... View Details
    Keywords: Strategy; Technological Innovation; AI and Machine Learning; Product Development; Manufacturing Industry; Technology Industry; Electronics Industry; United States; China; Taiwan
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    Wu, Andy, and Matt Higgins. "Nvidia." Harvard Business School Case 725-383, October 2024. (Revised April 2025.)
    • July 1991 (Revised September 1995)
    • Case

    Eastman Kodak Co.: Managing Information Systems Through Strategic Alliances

    By: Lynda M. Applegate
    In January 1988, Colby Chandler, Kodak CEO, created the Corporate Information Systems (CIS) and appointed Katherine Hudson head. She at once became the first head of IT and first woman corporate vice president in the company. Throughout 1989, Hudson inaugurated a... View Details
    Keywords: Corporate Strategy; Information Technology; Partners and Partnerships; Organizational Structure; Success; Trends; Information Management; Service Operations; Manufacturing Industry
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    Applegate, Lynda M. "Eastman Kodak Co.: Managing Information Systems Through Strategic Alliances." Harvard Business School Case 192-030, July 1991. (Revised September 1995.)
    • 2009
    • Case

    Midland Energy Resources, Inc.: Cost of Capital: Brief Case No. 4129.

    By: Timothy A. Luehrman and Joel L. Heilprin
    The senior vice president of project finance for a global oil and gas company must determine the weighted average cost of capital for the company as a whole and each of its divisions as part of the annual capital budgeting process. The case uses comparable companies to... View Details
    Keywords: Capital Budgeting; Cost of Capital; Energy Industry
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    Luehrman, Timothy A., and Joel L. Heilprin. "Midland Energy Resources, Inc.: Cost of Capital: Brief Case No. 4129." Watertown, MA: Harvard Business Publishing Case, 2009.
    • February 2004 (Revised January 2005)
    • Case

    Hewlett-Packard: Culture in Changing Times

    By: Michael Beer, Rakesh Khurana and James Weber
    HP had been a highly successful and respected company for decades. It was well known for its company culture and management practices--the HP way--which emphasized both profits and people. Changing markets, strong competitors, and the growth of its computer business,... View Details
    Keywords: Acquisition; Decision Choices and Conditions; Human Resources; Leading Change; Managerial Roles; Organizational Change and Adaptation; Organizational Culture; Performance Effectiveness; Adoption; Competition
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    Beer, Michael, Rakesh Khurana, and James Weber. "Hewlett-Packard: Culture in Changing Times." Harvard Business School Case 404-087, February 2004. (Revised January 2005.)
    • 06 Mar 2016
    • News

    From the Net to the Masses

    • March 1993 (Revised April 1995)
    • Case

    IBM After-Sales Service

    By: Janice H. Hammond
    IBM has established a service delivery system to provide service and maintenance parts for its installed base of computers. The case outlines the competitive pressures IBM faces from alternative providers of maintenance services (e.g. other OEMs, third-party... View Details
    Keywords: Service Delivery; Service Operations; Supply Chain; Supply Chain Management; Logistics; Operations; Distribution; Customer Focus and Relationships; Competitive Strategy; Computer Industry
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    Hammond, Janice H. "IBM After-Sales Service." Harvard Business School Case 693-001, March 1993. (Revised April 1995.)
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