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  • September 2004 (Revised August 2007)
  • Case

Enterprise IT at Cisco (2004)

By: Andrew P. McAfee, F. Warren McFarlan and Alison Berkley Wagonfeld
Illustrates the challenges associated with centralizing IT decisions at Cisco after a decade of decentralized planning and project funding. When Brad Boston became Cisco's new CIO in 2001, he found that managers were starting to get frustrated with the results of their... View Details
Keywords: Management; Resource Allocation; Information Technology; Problems and Challenges; Business Ventures; Change Management; Entrepreneurship; Projects; Planning; Corporate Finance; Information Technology Industry
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McAfee, Andrew P., F. Warren McFarlan, and Alison Berkley Wagonfeld. "Enterprise IT at Cisco (2004)." Harvard Business School Case 605-015, September 2004. (Revised August 2007.)
  • 14 Feb 2022
  • Research & Ideas

Curiosity, Not Coding: 6 Skills Leaders Need in the Digital Age

to ask the right questions about opportunities, risks, and legal and ethical danger zones, and set the boundary conditions to guide the deployment of digital tools and data. Roundtable participants who are digital natives expect... View Details
Keywords: by Linda A. Hill, Ann Le Cam, Sunand Menon, and Emily Tedards; Technology
  • 17 Dec 2012
  • Research & Ideas

Teaming in the Twenty-First Century

and ideas and questions of their members are not going to remain viable compared to competitors that do." In Teaming: How Organizations Learn, Innovate, and Compete in the Knowledge Economy, Edmondson provides the tools organizations need... View Details
Keywords: by Maggie Starvish
  • Forthcoming
  • Article

What's My Employee Worth? The Effects of Salary Benchmarking

By: Zoë B. Cullen, Shengwu Li and Ricardo Perez-Truglia
While U.S. legislation prohibits employers from sharing information about their employees’ compensation with each other, companies are still allowed to acquire and use more aggregated data provided by third parties. Most medium and large firms report using this type... View Details
Keywords: Information Sharing; Wages; Policy; Compensation and Benefits
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Cullen, Zoë B., Shengwu Li, and Ricardo Perez-Truglia. "What's My Employee Worth? The Effects of Salary Benchmarking." Review of Economic Studies (forthcoming).
  • May 2024
  • Case

LinkedIn Corporation, 2024

By: David B. Yoffie, George Gonzalez and Emily Grandjean
By 2024, the LinkedIn profile was well established as the professional identity of record on the Internet. Following a multi-year effort to expand the platform’s user base, as well as a period of rapid growth during the COVID-19 pandemic, LinkedIn’s membership had... View Details
Keywords: Platform; Business Strategy; Competitive Strategy; Goals and Objectives; Social Media; Network Effects; Growth and Development Strategy; Performance Evaluation; Technology Industry; Employment Industry; Sunnyvale
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Yoffie, David B., George Gonzalez, and Emily Grandjean. "LinkedIn Corporation, 2024." Harvard Business School Case 724-484, May 2024.
  • March 2024
  • Exercise

'Storrowed': A Generative AI Exercise

By: Mitchell Weiss
"Storrowed" is an exercise to help participants raise their capacity and curiosity for generative AI. It focuses on generative AI for problem understanding and ideation, but can be adapted for use more broadly. Participants use generative AI tools to understand a... View Details
Keywords: AI and Machine Learning; Problems and Challenges
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Weiss, Mitchell. "'Storrowed': A Generative AI Exercise." Harvard Business School Exercise 824-188, March 2024.
  • June 2016
  • Article

Understanding Online Hotel Reviews Through Automated Text Analysis

By: Shawn Mankad, Hyunjeong "Spring" Han, Joel Goh and Srinagesh Gavirneni
Customer reviews submitted at Internet travel portals are an important yet underexplored new resource in obtaining feedback on customer experience for the hospitality industry. These data are often voluminous and unstructured, presenting analytical challenges for... View Details
Keywords: Hotel Reviews; Natural Language Processing; Information Technology; Service Operations; Accommodations Industry; Moscow
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Mankad, Shawn, Hyunjeong "Spring" Han, Joel Goh, and Srinagesh Gavirneni. "Understanding Online Hotel Reviews Through Automated Text Analysis." Service Science 8, no. 2 (June 2016): 124–138.
  • July 2014 (Revised May 2015)
  • Case

Making Room for the Baby Boom: Senior Living

By: Charles F. Wu, Joseph Beyer and Arthur I. Segel
Tom Alperin's National Development has purchased a building site in affluent Wellesley, MA, and is in the process of deciding whether to build apartments, a combination of independent living and assisted living units for seniors, or perhaps even higher acuity... View Details
Keywords: Senior Living; Assisted Living; Independent Living; Property; Finance; Real Estate Industry; Boston; Massachusetts; United States
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Wu, Charles F., and Joseph Beyer. "Making Room for the Baby Boom: Senior Living." Harvard Business School Case 215-003, July 2014. (Revised May 2015.)
  • November 2012
  • Case

Ahold versus Tesco—Analyzing Performance

By: Suraj Srinivasan and Penelope Rossano
The case relates to understanding and comparing the performance of two leading retail companies—Ahold and Tesco. The case introduces the tools of Dupont and Modified Dupont Decomposition. While performance as measured by return on equity has been similar for the two... View Details
Keywords: Performance Evaluation; Retail Industry
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Srinivasan, Suraj, and Penelope Rossano. "Ahold versus Tesco—Analyzing Performance." Harvard Business School Case 113-040, November 2012.
  • July 2011 (Revised September 2012)
  • Case

Industrial Metrology: Getting In-Line? (A)

By: Willy Shih
Metrology plays a key role in the manufacture of mechanical components. Traditionally it is used extensively in a pre-process stage where a manufacturer does process planning, design, and ramp-up, and in post-process off-line inspection to establish proof of quality.... View Details
Keywords: Transformation; Machinery and Machining; Measurement and Metrics; Product Design; Planning; Quality; Opportunities; Competitive Strategy; Diversification; Segmentation; Technology Adoption; Theory; Manufacturing Industry
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Shih, Willy. "Industrial Metrology: Getting In-Line? (A)." Harvard Business School Case 612-004, July 2011. (Revised September 2012.)
  • 2008
  • Other Unpublished Work

Are Private Equity Firms Better Managed?

By: Nicholas Bloom, Raffaella Sadun and John Van Reenen
We use an innovative survey tool to collect management practice data from over 4,000 medium sized manufacturing firms across Asia, Europe and the US. These measures of managerial practice are strongly associated with firm-level performance (e.g. productivity,... View Details
Keywords: Private Equity; Management Practices and Processes; Production; Performance Improvement; Manufacturing Industry; Asia; Europe; United States
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Bloom, Nicholas, Raffaella Sadun, and John Van Reenen. "Are Private Equity Firms Better Managed?" December 2008. (Slides.)
  • 2007
  • Working Paper

New Framework for Measuring and Managing Macrofinancial Risk and Financial Stability

By: Dale F. Gray, Robert C. Merton and Zvi Bodie
This paper proposes a new approach to improve the way central banks can analyze and manage the financial risks of a national economy. It is based on the modern theory and practice of contingent claims analysis (CCA), which is successfully used today at the level of... View Details
Keywords: Financial Crisis; Macroeconomics; Central Banking; Risk Management
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Gray, Dale F., Robert C. Merton, and Zvi Bodie. "New Framework for Measuring and Managing Macrofinancial Risk and Financial Stability." NBER Working Paper Series, No. 13607, November 2007.
  • May 1997
  • Teaching Note

Managing Product Development: Matching Technology with Context, Instructor's Note

By: Marco Iansiti
This overview to Managing Product Development (MPD) both previews course material, cases, exercises, and lectures--and provides its conceptual and academic underpinnings. Additionally, this note links these materials to the activities students will be undertaking in... View Details
Keywords: Curriculum and Courses; Product Development; Knowledge Management; Performance; Projects; Management Practices and Processes; Opportunities; Strategy; Management Analysis, Tools, and Techniques
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Iansiti, Marco. "Managing Product Development: Matching Technology with Context, Instructor's Note." Harvard Business School Teaching Note 697-103, May 1997.
  • October 1988 (Revised March 1989)
  • Case

Florida Power Light Quality Improvement (QI) Story Exercise (A)

Florida Power and Light (FPL) has developed a widely acclaimed quality improvement program (QIP). This exercise leads the students through the process that a division of FPL utilized in an attempt to "improve service." Specifically, the process requires students to... View Details
Keywords: Quality; Service Delivery; Performance Improvement; Business Processes; Utilities Industry; Florida
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Hart, Christopher. "Florida Power Light Quality Improvement (QI) Story Exercise (A)." Harvard Business School Case 689-041, October 1988. (Revised March 1989.)
  • 2025
  • Article

Educating Students and Professionals on the Business Implications of Climate Change

By: Michael W. Toffel
As climate change poses unprecedented challenges and opportunities, the private sector must play a pivotal role in both adaptation and mitigation efforts. This article discusses the new Harvard Business School Online course, Business and Climate Change, designed to... View Details
Keywords: Climate Impact; Online Courses; Online Education; Decarbonization; Mitigation Policies; Climate Risk; Climate Change; Risk Management; Science; Policy; Business Education; Adaptation
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Toffel, Michael W. "Educating Students and Professionals on the Business Implications of Climate Change." Global Focus: The EFMD Business Magazine 192, no. 2 (2025): 29–32.
  • 13 Oct 2010
  • Working Paper Summaries

Employee Selection as a Control System

Keywords: by Dennis Campbell; Banking
  • February 2024
  • Supplement

JTC: Stronger Together with Shared Ownership: What JTC Did and Its Impact

By: Ethan Bernstein
Nigel Le Quesne, CEO of Jersey-based financial services firm JTC, firmly believed that "shared ownership" was at the heart of his company’s successful track record. The firm had seen its revenues, profits, and number of clients and staff grow steadily throughout its... View Details
Keywords: Employee Stock Ownership Plan; Leadership Style; Organizational Culture; Going Public; Employee Ownership; Financial Services Industry
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Bernstein, Ethan. "JTC: Stronger Together with Shared Ownership: What JTC Did and Its Impact." Harvard Business School Multimedia/Video Supplement 424-707, February 2024.
  • 2022
  • Article

Data Poisoning Attacks on Off-Policy Evaluation Methods

By: Elita Lobo, Harvineet Singh, Marek Petrik, Cynthia Rudin and Himabindu Lakkaraju
Off-policy Evaluation (OPE) methods are a crucial tool for evaluating policies in high-stakes domains such as healthcare, where exploration is often infeasible, unethical, or expensive. However, the extent to which such methods can be trusted under adversarial threats... View Details
Keywords: Analytics and Data Science; Cybersecurity; Mathematical Methods
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Lobo, Elita, Harvineet Singh, Marek Petrik, Cynthia Rudin, and Himabindu Lakkaraju. "Data Poisoning Attacks on Off-Policy Evaluation Methods." Proceedings of the Conference on Uncertainty in Artificial Intelligence (UAI) 38th (2022): 1264–1274.
  • July 1995 (Revised October 1995)
  • Background Note

Electronic Commerce: Trends and Opportunities

By: Lynda M. Applegate and Janis Lee Gogan
In a 1966 Harvard Business Review article, Felix Kaufman implored general managers to think beyond their own organizational boundaries to the possibilities of interorganizational systems (IOS)--networked computers that enable companies to share information and... View Details
Keywords: Internet and the Web; Trends; Opportunities
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Applegate, Lynda M., and Janis Lee Gogan. "Electronic Commerce: Trends and Opportunities." Harvard Business School Background Note 196-006, July 1995. (Revised October 1995.)
  • 2010
  • Chapter

Measuring and Managing Macrofinancial Risk and Financial Stability: A New Framework

By: Dale F. Gray, Robert C. Merton and Zvi Bodie
This paper proposes a new approach to improve the way central banks can analyze and manage the financial risks of a national economy. It is based on the modern theory and practice of contingent claims analysis (CCA), which is successfully used today at the level of... View Details
Keywords: Financial Statements; Economy; Financial Condition; Central Banking; Management Analysis, Tools, and Techniques; Management Practices and Processes; Risk Management; Measurement and Metrics; System Shocks
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Gray, Dale F., Robert C. Merton, and Zvi Bodie. "Measuring and Managing Macrofinancial Risk and Financial Stability: A New Framework." In Financial Stability, Monetary Policy, and Central Banking. Vol. 15, edited by Alfaro A. Rodrigo and Cifuentes S. Rodrigo., 2010.
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