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  • All HBS Web  (2,290)
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  • April 2008 (Revised May 2010)
  • Case

Visions of Web 3.0

By: Thomas R. Eisenmann and David Andrew Vivero
Explores the Semantic Web, a vision for the next generation of the World Wide Web in which information is stored in machine-readable formats. While the Semantic Web would make information more easily accessible, barriers to its adoption are very high because website... View Details
Keywords: Business Startups; Entrepreneurship; Strategy; Technology Adoption; Digital Platforms; Internet and the Web
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Eisenmann, Thomas R., and David Andrew Vivero. "Visions of Web 3.0." Harvard Business School Case 808-147, April 2008. (Revised May 2010.)
  • November 1978 (Revised December 1979)
  • Case

Federal Express (C)

The Marketing Director for Federal Express, a fast growing freight airline specializing in small packages, must select a strategy to achieve a big sales increase for one of the company's services. First he must decide on the relative emphasis to place between... View Details
Keywords: Product Marketing; Sales; Air Transportation Industry; Service Industry; United States
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Lovelock, Christopher H. "Federal Express (C)." Harvard Business School Case 579-041, November 1978. (Revised December 1979.)
  • 20 Oct 2011
  • Research & Ideas

Getting the Marketing Mix Right

Businesses rely on solid marketing strategies to boost sales—yet the tools used to evaluate these strategies often provide misleading results, leaving managers with the inability to accurately measure how... View Details
Keywords: by Dina Gerdeman
  • June 1996 (Revised January 1999)
  • Case

XcelleNet, Inc. (A)

By: Stephen P. Bradley, Richard L. Nolan and James Leonard
XcelleNet, a $35 million system software company based in Atlanta, was founded in 1986 to address the computing needs of a class of remote and mobile users and data that were rarely connected to a network. Though the clear first mover and leader in the remote... View Details
Keywords: Technological Innovation; Opportunities; Competitive Strategy; Competitive Advantage; Technology Networks; Computer Industry; Atlanta
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Bradley, Stephen P., Richard L. Nolan, and James Leonard. "XcelleNet, Inc. (A)." Harvard Business School Case 796-189, June 1996. (Revised January 1999.)
  • 1991
  • Article

Job Satisfaction, Service Capability and Customer Satisfaction: An Examination of Linkages and Management Implications

By: Leonard A. Schlesinger and Jeffrey Zornitsky
Survey data from 1,277 employees and 4,269 customers of a personal lines insurance organization were analyzed with the following results: (a) employee perceptions of service quality are positively related to both job satisfaction and self-perceived service capability;... View Details
Keywords: Service Delivery; Satisfaction; Jobs and Positions; Customer Satisfaction
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Schlesinger, Leonard A., and Jeffrey Zornitsky. "Job Satisfaction, Service Capability and Customer Satisfaction: An Examination of Linkages and Management Implications." Human Resource Planning 14, no. 2 (1991): 141–149.
  • August 1997
  • Case

Orbital Sciences Corporation: ORBCOMM

By: Das Narayandas and John A. Quelch
In late 1993, Orbital Communications Corp. (OCC), a subsidiary of Orbital Sciences Corp., is developing a global two-way wireless data communications system, called "ORBCOMM," based on a 26-satellite constellation in low earth orbit. Service is scheduled to begin in... View Details
Keywords: Business Subsidiaries; Business Model; Business Startups; Price; Global Strategy; Marketing Strategy; Demand and Consumers; Partners and Partnerships; Salesforce Management; Telecommunications Industry
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Narayandas, Das, and John A. Quelch. "Orbital Sciences Corporation: ORBCOMM." Harvard Business School Case 598-027, August 1997.
  • 2010
  • Working Paper

Specialization and Variety in Repetitive Tasks: Evidence from a Japanese Bank

By: Bradley R. Staats and Francesca Gino
Sustaining operational productivity in the completion of repetitive tasks is critical to many organizations' success. Yet research points to two different work-design related strategies for accomplishing this goal: specialization to capture the benefits of repetition... View Details
Keywords: Employees; Working Conditions; Service Delivery; Performance Productivity; Financial Services Industry; Japan
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Staats, Bradley R., and Francesca Gino. "Specialization and Variety in Repetitive Tasks: Evidence from a Japanese Bank." Harvard Business School Working Paper, No. 11-015, August 2010. (Revised May 2011.)
  • 2021
  • Working Paper

Studying the U.S.-Based Portfolio Companies of U.S. Impact Investors

By: M. Diane Burton, Gurveen Chadha, Shawn A. Cole, Abhishek Dev, Christina Jarymowycz, Leslie Jeng, Laura Kelley, Josh Lerner, Jaime R. Diaz Palacios, Yue (Cynthia) Xu and T. Robert Zochowski
Recent years have seen a dramatic increase in the reliance on market-based solutions to social and environmental problems around the world (Barman 2016; Horvath and Powell 2020). The growth of impact investing is a vivid example of this trend and, although there have... View Details
Keywords: Impact Investing; Impact Portfolio Companies; Investment; Social Issues; Environmental Sustainability; Investment Portfolio; Business Ventures; Analytics and Data Science; Performance; United States
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Burton, M. Diane, Gurveen Chadha, Shawn A. Cole, Abhishek Dev, Christina Jarymowycz, Leslie Jeng, Laura Kelley, Josh Lerner, Jaime R. Diaz Palacios, Yue (Cynthia) Xu, and T. Robert Zochowski. "Studying the U.S.-Based Portfolio Companies of U.S. Impact Investors." Harvard Business School Working Paper, No. 21-130, June 2021.
  • winter 2003
  • Article

Massively Categorical Variables: Revealing the Information in Zip Codes

We introduce the idea of a massively categorical variable, a variable such as zip code that takes on too many values to be treated in the standard manner, and show how to use it directly as explanatory variables in an econometric model. In an application of this... View Details
Keywords: Strategy; Analytics and Data Science; Behavior; Marketing; Standards; Finance
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Steenburgh, Thomas J., Andrew Ainslie, and Peder Hans Engebretson. "Massively Categorical Variables: Revealing the Information in Zip Codes." Marketing Science 22, no. 1 (winter 2003): 40–57.
  • 2023
  • Working Paper

Learning by Investing: Entrepreneurial Spillovers from Venture Capital

By: Josh Lerner, Jinlin Li and Tong Liu
This paper studies how investing in venture capital (VC) affects the entrepreneurial outcomes of individual limited partners (LPs). Using comprehensive administrative data on entrepreneurial activities and VC fundraising and investments in China, we first document that... View Details
Keywords: Partners and Partnerships; Entrepreneurship; Venture Capital; Investment; China
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Lerner, Josh, Jinlin Li, and Tong Liu. "Learning by Investing: Entrepreneurial Spillovers from Venture Capital." Harvard Business School Working Paper, No. 24-029, November 2023. (Revise and resubmit, Review of Financial Studies.)
  • March 2024
  • Supplement

Madrigal: Conducting a Customer-Base Audit

By: Eva Ascarza, Bruce Hardie, Peter S. Fader and Michael Ross
This case presents a scenario where Madrigal, a U.S. retailer with a rich 20-year history and a solid loyalty program, faces a turning point with the arrival of a new CEO. This leadership change reveals a critical gap in understanding the customer base, prompting an... View Details
Keywords: Customer Relationship Management; Analytics and Data Science; Growth and Development Strategy; Retail Industry; United States
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Ascarza, Eva, Bruce Hardie, Peter S. Fader, and Michael Ross. "Madrigal: Conducting a Customer-Base Audit." Harvard Business School Spreadsheet Supplement 524-707, March 2024.
  • October 2024 (Revised June 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 June 2025.)
  • June 23, 2021
  • Article

Research: When A/B Testing Doesn't Tell You the Whole Story

By: Eva Ascarza
When it comes to churn prevention, marketers traditionally start by identifying which customers are most likely to churn, and then running A/B tests to determine whether a proposed retention intervention will be effective at retaining those high-risk customers. While... View Details
Keywords: Customer Retention; Churn; Targeting; Market Research; Marketing; Investment Return; Customers; Retention; Research
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Ascarza, Eva. "Research: When A/B Testing Doesn't Tell You the Whole Story." Harvard Business Review Digital Articles (June 23, 2021).
  • April 2016
  • Teaching Note

Whither the Weather (Company): Forecasting 2016

By: Rosabeth Moss Kanter and Jonathan Cohen
This Note was created for the purpose of aiding classroom instructors in the use of the Harvard Business School case, "Whither the Weather (Company): Forecasting 2016." As chairman and CEO, David Kenny guided the Weather Company's transformation from a cable television... View Details
Keywords: Weather Company; IBM; Digital; Technology; David Kenny; Television; Weather Channel; Legacy Business; Mainstream; Newstream; Reorganization; Acquisitions; Transformation; Information Technology; Television Entertainment; Acquisition; Consolidation; Change; Leadership
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Kanter, Rosabeth Moss, and Jonathan Cohen. "Whither the Weather (Company): Forecasting 2016." Harvard Business School Teaching Note 316-161, April 2016.
  • 20 Oct 2010
  • Op-Ed

Export Competitiveness: Reversing the Logic

empirical data confirms the presence of this effect but does not indicate that it renders export-driven growth strategies infeasible (Wood/Mayer, 2009). Overall, the discussion remains far from having... View Details
Keywords: by Christian Ketels
  • March 2024
  • Case

Madrigal: Conducting a Customer-Base Audit

By: Eva Ascarza, Bruce Hardie, Michael Ross and Peter S. Fader
This case presents a scenario where Madrigal, a U.S. retailer with a rich 20-year history and a solid loyalty program, faces a turning point with the arrival of a new CEO. This leadership change reveals a critical gap in understanding the customer base, prompting an... View Details
Keywords: Customer Relationship Management; Analytics and Data Science; Growth and Development Strategy; Customer Value and Value Chain; Retail Industry; United States
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Ascarza, Eva, Bruce Hardie, Michael Ross, and Peter S. Fader. "Madrigal: Conducting a Customer-Base Audit." Harvard Business School Case 524-046, March 2024.
  • June 1980 (Revised December 1992)
  • Case

Parker House (B)

The management of Boston's historic Parker House, owned by Dunfey Hotels, has received a request from a tour wholesaler to book a large number of rooms at the hotel during summer and fall 1980. This booking is tied to bookings at two other Dunfey hotels that need this... View Details
Keywords: Product Positioning; Segmentation; Accommodations Industry; Boston
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Lovelock, Christopher H. "Parker House (B)." Harvard Business School Case 580-152, June 1980. (Revised December 1992.)
  • 2010
  • Book

Buy-In: Saving Your Good Idea from Getting Shot Down

By: John P. Kotter and Lorne A. Whitehead
You've got a good idea. You know it could make a crucial difference for you, your organization, your community. You present it to the group but get confounding questions, inane comments, and verbal bullets in return. Before you know what's happened, your idea is dead,... View Details
Keywords: Communication Intention and Meaning; Cost vs Benefits; Problems and Challenges; Interests; Value
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Kotter, John P., and Lorne A. Whitehead. Buy-In: Saving Your Good Idea from Getting Shot Down. Harvard Business Review Press, 2010.
  • March 2006 (Revised February 2017)
  • Case

Rwanda: National Economic Transformation

By: Michael E. Porter, Kaia Miller, Michael McCreless, Kjell Carlsson, Jem Hudson and Haviland Sheldahl-Thomason
Set in the year 2004, when Rwanda commemorated the 10th anniversary of a genocide that had claimed the lives of over 10% of its population. Focuses on the formulation of an economic strategy to rebuild the economy and its institutions after the devastation. Rwanda, one... View Details
Keywords: Crime and Corruption; Developing Countries and Economies; Policy; Government Administration; Crisis Management; Strategy; Rwanda
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Porter, Michael E., Kaia Miller, Michael McCreless, Kjell Carlsson, Jem Hudson, and Haviland Sheldahl-Thomason. "Rwanda: National Economic Transformation." Harvard Business School Case 706-491, March 2006. (Revised February 2017.)
  • March 2024
  • Teaching Note

Madrigal: Conducting a Customer-Base Audit

By: Eva Ascarza, Peter S. Fader, Bruce Hardie and Michael Ross
Teaching Note for HBS Case No. 524-046. This case presents a scenario where Madrigal, a U.S. retailer with a rich 20-year history and a solid loyalty program, faces a turning point with the arrival of a new CEO. This leadership change reveals a critical gap in... View Details
Keywords: Customer Relationship Management; Analytics and Data Science; Growth and Development Strategy; Customer Value and Value Chain; Retail Industry; United States
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Ascarza, Eva, Peter S. Fader, Bruce Hardie, and Michael Ross. "Madrigal: Conducting a Customer-Base Audit." Harvard Business School Teaching Note 524-047, March 2024.
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