Publications

November 2019 (Revised May 2020)
Case

Collibra

By: Lynda M. Applegate, Jeffrey F. Rayport and Julia Kelley

Founded in 2008 at Vrije Universiteit Brussels, Collibra was a data intelligence company that found product-market fit in the years after the global financial crisis when many companies were under pressure from consumers and governments to improve their data management... View Details

08 May 2025
Blog Post

Startup Roots and Engineering Ambitions: Lizzie Matusov (MS/MBA 2022)

Who are you & what are you building? I am Lizzie Matusov, cofounder and CEO of Quotient. Quotient is an AI-powered developer tool that discovers, prioritizes, and resolves the friction slowing down engineering teams. Today, over 30%... View Details

2009
Case

The Prediction Lover's Handbook

By: Thomas H. Davenport and Jeanne G. Harris

When picking assessment tools to inform better decisions about future paths, executives are faced with a wide variety of options--some of which are well established, while others are in early stages of development. The authors provide an insider's guide to prediction... View Details

Keywords: Analytics; Analysis; Forecasting and Prediction

August 2001 (Revised March 2003)
Background Note

Comments on the Second Toyota Paradox: With appendix on modularity for managing complex-systems design

Two groups of people start out with the same task, equipped with the same resources and the same initial conditions. One, however, consistently beats the other. What are the differences between what the two groups are doing, and what can we adopt from the better... View Details

Keywords: Management; Product Design; Auto Industry; Japan

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July 2000
Background Note

Industry Transformation

By: Michael E. Porter and Jan W. Rivkin

One of the steepest challenges a strategist faces is to navigate his or her company through a period of industry transformation--an era of rapid and wholesale changes in industry structure. This note considers how periods of transformation typically unfold. It then... View Details

Keywords: Technological Innovation; Management; Management Practices and Processes; Industry Growth; Industry Structures; Strategy; Competitive Strategy; Corporate Strategy; Consulting Industry; Service Industry

November 2002
Case

Siemens ShareNet: Building a Knowledge Network

By: Alan D. MacCormack, Sven Volpel and Kerry Herman

Describes the development of ShareNet, an innovative knowledge management system used by a division of Siemens. ShareNet attempts to capture the knowledge and experience of Siemen's many dispersed sales and marketing units around the globe, making it available to all.... View Details

Keywords: Cost Management; Investment Return; Revenue; Knowledge Acquisition; Knowledge Management; Sales

March 2006 (Revised March 2007)
Background Note

Winning Legally: Using the Law to Create Value, Marshal Resources, and Manage Risk

Describes the four components of legal astuteness: the attitudes, proactive approach, judgment, and knowledge necessary to manage the legal aspects of business effectively. Identifies a number of legal tools legally astute managers can use during different phases of... View Details

Keywords: Management; Law; Business Strategy

24 Apr 2020
News

How to Fight Boredom with Curiosity

22 Oct 2014
Video

Social Impact Investing: Challenges Ahead

May 2022
Article

Variance Analysis: New Insights from Health Care Applications

By: Robert S. Kaplan and Susanna Gallani

We use a health care application to illustrate how variance analysis can be used to benchmark costs across similar service delivery sites. Variances for personnel costs, typically the largest cost component in service organizations, are calculated for price, quantity,... View Details

Keywords: Variance Analysis; Benchmarking; Time-Driven Activity-Based Costing; Health Care; Activity Based Costing and Management; Health Care and Treatment; Service Delivery; Service Industry

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January 2018 (Revised November 2018)
Case

Index

By: Jose Alvarez and Julia Kelley

In December 2017, Marc Freed-Finnegan and Jonathan Wall, the co-founders of retail technology company Index, had to discuss the company’s direction as they entered 2018. Five years earlier, Freed-Finnegan and Wall had founded Index after observing the technological... View Details

Keywords: Product Launch; Product Positioning; Sales; Strategy; Marketing Strategy; Retail Industry; Technology Industry