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  • All HBS Web  (14,862)
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  • All HBS Web  (14,862)
    • People  (36)
    • News  (4,344)
    • Research  (8,642)
    • Events  (107)
    • Multimedia  (366)
  • Faculty Publications  (7,247)
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  • February 2021
  • Tutorial

Assessing Prediction Accuracy of Machine Learning Models

By: Michael Toffel and Natalie Epstein
This video describes how to assess the accuracy of machine learning prediction models, primarily in the context of machine learning models that predict binary outcomes, such as logistic regression, random forest, or nearest neighbor models. After introducing and... View Details
Keywords: Statistics; Experiments; Forecasting and Prediction; Performance Evaluation; AI and Machine Learning
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Toffel, Michael, and Natalie Epstein. Assessing Prediction Accuracy of Machine Learning Models. Harvard Business School Tutorial 621-706, February 2021. (Click here to access this tutorial.)
  • Article

Core Earnings: New Data and Evidence

By: Ethan Rouen, Eric C. So and Charles C.Y. Wang
Using a novel dataset, we show that components of firms' GAAP earnings stemming from ancillary business activities or transitory shocks are significant in frequency and magnitude. These components have grown over time and are dispersed across various sections of the... View Details
Keywords: Core Earnings; Transitory Earnings; Non-operating Earnings; Quantitative Disclosures; Equity Valuation; Big Data; Business Earnings; Financial Reporting; Valuation; Analytics and Data Science
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Rouen, Ethan, Eric C. So, and Charles C.Y. Wang. "Core Earnings: New Data and Evidence." Journal of Financial Economics 142, no. 3 (December 2021): 1068–1091.
  • February 2021
  • Article

Testing the Waters: Behavior across Participant Pools

By: Erik Snowberg and Leeat Yariv
We leverage a large-scale incentivized survey eliciting behaviors from (almost) an entire university student population, a representative sample of the U.S. population, and Amazon Mechanical Turk (MTurk) to address concerns about the external validity of experiments... View Details
Keywords: Lab Selection; External Validity; Experiments; Behavior; Surveys; Analytics and Data Science; Analysis
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Snowberg, Erik, and Leeat Yariv. "Testing the Waters: Behavior across Participant Pools." American Economic Review 111, no. 2 (February 2021): 687–719.
  • December 2019
  • Case

Bill & Melinda Gates Foundation: Shaping the Vaccine Manufacturing Ecosystem (Abridged)

By: Willy Shih
This case describes the efforts of the Bill & Melinda Gates Foundation to lower the cost of producing vaccines to prevent polio infections. It is an abridged version of HBS Case No. 620-021 with less emphasis on comparison between traditional and the new compact... View Details
Keywords: Vaccine; Manufacturing; Barriers To Entry; Production; Cost; Technological Innovation; Market Entry and Exit; Pharmaceutical Industry
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Shih, Willy. "Bill & Melinda Gates Foundation: Shaping the Vaccine Manufacturing Ecosystem (Abridged)." Harvard Business School Case 620-071, December 2019.
  • Article

Managing the Use and Dissemination of Information about Biomarkers: The Importance of Incentive Structures.

By: Ariel Dora Stern
The use of biomarkers holds great promise for the development of new therapeutics and the acceleration of clinical research. However, biomarkers must be validated—a complex and costly endeavor. Importantly, biomarker validation is meaningfully shaped by economic and... View Details
Keywords: Biomarkers; Information Management; Health Care and Treatment; Motivation and Incentives
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Stern, Ariel Dora. "Managing the Use and Dissemination of Information about Biomarkers: The Importance of Incentive Structures." Journal of Law, Medicine & Ethics 47, no. 3 (September 2019): 396–397.
  • June 2019
  • Teaching Note

Michael Rubin and Fanatics (A) and (B)

By: Robert F. Higgins and John Masko
Teaching Note for HBS Nos. 819-077 and 819-082. View Details
Keywords: Fanatics; Licensed Merchandise; Sports; Internet and the Web; Vertical Integration; Expansion; Strategy; Sports Industry; Apparel and Accessories Industry; United States
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Higgins, Robert F., and John Masko. "Michael Rubin and Fanatics (A) and (B)." Harvard Business School Teaching Note 819-134, June 2019.
  • April 2017 (Revised November 2017)
  • Case

BlackRock (D): Organizing for the Future (with video links)

By: Ranjay Gulati, Jan W. Rivkin and Aldo Sesia
By the end of 2015, BlackRock had succeeded beyond any of the early dreams of its founders. The firm remained the world’s largest asset manager, with more than $4.6 trillion under management, and other financial services companies used BlackRock’s Aladdin platform to... View Details
Keywords: Strategy; Competition; Information Technology; Asset Management; Growth and Development Strategy; Financial Services Industry; United States
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Gulati, Ranjay, Jan W. Rivkin, and Aldo Sesia. "BlackRock (D): Organizing for the Future (with video links)." Harvard Business School Multimedia/Video Case 717-487, April 2017. (Revised November 2017.)
  • January 2017 (Revised May 2020)
  • Case

Sesame Workshop (A): Bringing Big Bird Back to Health

By: Rosabeth Moss Kanter, Ryan Raffaelli and Jonathan Cohen
Sesame Workshop was transforming in 2016. CEO Jeff Dunn had reorganized and shifted the iconic institution to respond to digital disruption and a consensus culture. This case examines his efforts to turn Sesame Workshop around. It notes Sesame's storied history and the... View Details
Keywords: Restructuring; Organizational Change and Adaptation; Leadership; Information Technology; Education; Media; Strategy; Education Industry
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Kanter, Rosabeth Moss, Ryan Raffaelli, and Jonathan Cohen. "Sesame Workshop (A): Bringing Big Bird Back to Health." Harvard Business School Case 317-094, January 2017. (Revised May 2020.)
  • 2003
  • Case

E-Business Innovation at Cisco

By: Vijay Govindarajan, Philip Anderson, Chris Trimble and Katrina Veerman
As of March 2001, Cisco Systems prides itself as an "end-to-end networking company." The phrase describes not only their product line but the way they run their business. They created many of the e-business practices that later became cornerstones of the software... View Details
Keywords: Technology Networks; Technological Innovation; Innovation and Management; Business Strategy; Web Services Industry
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Govindarajan, Vijay, Philip Anderson, Chris Trimble, and Katrina Veerman. "E-Business Innovation at Cisco." 2003. (Case No. 1-0001.)
  • September 1988
  • Case

Frontier Airlines, Inc. (A) (Condensed)

By: F. Warren McFarlan
Describes a regional airline that is on the losing end of a strategic application of information technology. Management is focusing on internal data processing issues while its principal, and larger, competitor is using its computerized reservations system to gain... View Details
Keywords: Adoption; Business Strategy; Competitive Strategy; Information Technology; Air Transportation; Air Transportation Industry
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McFarlan, F. Warren. "Frontier Airlines, Inc. (A) (Condensed)." Harvard Business School Case 189-074, September 1988.
  • September 2003 (Revised January 2005)
  • Case

Emergence, Valhalla, and Orchid: Divergent Models for Venture Capital Funds

By: William A. Sahlman and Matthew Willis
Compares and contrasts three different venture capital funds from the perspective of a potential investor. The first fund has a technology-enabled services preference, the second a Mid-Atlantic region preference, and the third a seed round preference. Students are... View Details
Keywords: Borrowing and Debt; Entrepreneurship; Service Operations; Information Technology; Venture Capital
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Sahlman, William A., and Matthew Willis. "Emergence, Valhalla, and Orchid: Divergent Models for Venture Capital Funds." Harvard Business School Case 804-056, September 2003. (Revised January 2005.)
  • April 2001 (Revised May 2002)
  • Case

Mark Pitts

Describes Peoplestreet, an Internet business being developed at Cambridge Incubator. Peoplestreet is attempting to hire a VP of business development and has identified a candidate, Mark Pitts. Asks students to assess which interview techniques seemed most effective in... View Details
Keywords: Recruitment; Internet and the Web; Job Interviews; Massachusetts
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Cyr, Linda A., and Michael J. Roberts. "Mark Pitts." Harvard Business School Case 801-414, April 2001. (Revised May 2002.)
  • January 1995
  • Teaching Note

Northern Telecom (A): Greenwich Investment Proposal (Condensed)and Northern Telecom (B): The Norstar Launch TN

By: V. Kasturi Rangan
Teaching Note for (9-594-051) and (9-593-104). View Details
Keywords: Communication Technology; Investment; Product Launch; Product Development; Telecommunications Industry; Canada
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Rangan, V. Kasturi. "Northern Telecom (A): Greenwich Investment Proposal (Condensed)and Northern Telecom (B): The Norstar Launch TN." Harvard Business School Teaching Note 595-078, January 1995.
  • April 1993 (Revised June 1993)
  • Case

Northern Telecom (B): The Norstar Launch

By: Robert J. Dolan
Northern Telecom has spent $50 million to develop a new family of telephone systems for small businesses. The investment proposal was justified on the basis of appreciable market share impact. Now, the project team must develop the appropriate supporting marketing... View Details
Keywords: Communication Technology; Investment; Product Launch; Product Development; Telecommunications Industry; Canada; United States
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Dolan, Robert J. "Northern Telecom (B): The Norstar Launch." Harvard Business School Case 593-104, April 1993. (Revised June 1993.)
  • Article

Trade-offs between Productivity and Quality in Selecting Software Development Practices

By: Alan MacCormack, Chris F. Kemerer, Michael A. Cusumano and Bill Crandall
Keywords: Quality; Applications and Software; Research and Development; Practice; Performance Productivity
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MacCormack, Alan, Chris F. Kemerer, Michael A. Cusumano, and Bill Crandall. "Trade-offs between Productivity and Quality in Selecting Software Development Practices." IEEE Software 20, no. 5 (September–October 2003): 78–85.
  • March 2024
  • Case

Transforming a Region: Gothenburg’s path from Shipyards to E-Mobility

By: Christian H.M. Ketels and Orjan Solvell
The case profiles the economic development of the Gothenburg region in Western Sweden, and the efforts of the regional economic development agency. During this period the region’s traditionally strong automotive cluster started to transform towards e-mobility... View Details
Keywords: Regional Economic Activity; Cluster; Economic Development; Economic Growth; Government and Politics; Transformation; Green Technology; Auto Industry; Sweden
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Ketels, Christian H.M., and Orjan Solvell. "Transforming a Region: Gothenburg's Path from Shipyards to E-mobility." Harvard Business School Case 724-403, March 2024.
  • 08 Jan 2018
  • News

HBS-Born Startup Arms Doctors with Analytics to Provide Better Care

Keywords: Ambulatory Health Care Services; Health, Social Assistance
  • 19 Nov 2014
  • News

Creating tools to help patients be better informed about costs

Kyle Schultz (MBA 2004) works with a software company that is developing ways to notify patients about the costs of their health care procedures and the ways insurance can be applied. (Published November 2014) View Details
  • 01 Dec 2010
  • News

HBS Contributors Report

The HBS Contributors Report was mailed to some 13,000 donors in November and reflects all new gifts, pledges, and planned gifts received during fiscal year 2010, ending last June 30. Total commitments exceeded $130 million. Alumni gifts provide approximately... View Details
Keywords: meta
  • 01 Dec 2010
  • News

A Smooth Stretch

HANNA: A yoga business and foundation. Photo courtesy Zobha A dedicated runner until motherhood stood everything on its head, Jamie Hanna (MBA ’98) told Chicago’s examiner.com (September 20, 2010) that by the time she had her second child, “Running didn’t feel good to... View Details
Keywords: Yoga; Apparel Manufacturing; Manufacturing
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