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  • All HBS Web  (7,925)
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  • 2023
  • Article

Provable Detection of Propagating Sampling Bias in Prediction Models

By: Pavan Ravishankar, Qingyu Mo, Edward McFowland III and Daniel B. Neill
With an increased focus on incorporating fairness in machine learning models, it becomes imperative not only to assess and mitigate bias at each stage of the machine learning pipeline but also to understand the downstream impacts of bias across stages. Here we consider... View Details
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Ravishankar, Pavan, Qingyu Mo, Edward McFowland III, and Daniel B. Neill. "Provable Detection of Propagating Sampling Bias in Prediction Models." Proceedings of the AAAI Conference on Artificial Intelligence 37, no. 8 (2023): 9562–9569. (Presented at the 37th AAAI Conference on Artificial Intelligence (2/7/23-2/14/23) in Washington, DC.)
  • Research Summary

Adoption of Machine Learning Models in Real World Decision Making

By: Himabindu Lakkaraju
The goal of this research is to assess the impact of deploying machine learning models in real world decision making in domains such as health care. View Details
  • April 2021
  • Article

Today's Surgeon Compensation Models Fall Short: Aligning Incentives to Create More Equitable and Value-based Compensation Models

By: Susanna Gallani, Mary Witkowski, Lauren Haskins, Haley Jeffcoat, Vinita Mujumdar and Frank Opelka
Modern medicine is undergoing a transformation that involves innovative surgical approaches, increased medical treatment options, clinical care pathways that require collaboration beyond hospital walls, and health data captured by electronic health records and other... View Details
Keywords: Physician Compensation; Surgeons; Health Care and Treatment; Business Model; Compensation and Benefits
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Gallani, Susanna, Mary Witkowski, Lauren Haskins, Haley Jeffcoat, Vinita Mujumdar, and Frank Opelka. "Today's Surgeon Compensation Models Fall Short: Aligning Incentives to Create More Equitable and Value-based Compensation Models." Bulletin of the American College of Surgeons 106, no. 4 (April 2021): 33–39.
  • 25 Jul 2023
  • Research & Ideas

Could a Business Model Help Big Pharma Save Lives and Profit?

reasonable profits and reduced Hepatitis C, and rates of which are expected to fall by 86 percent between 2020 and 2030, according to Egypt’s Ministry of Health. This real-world example demonstrates how a business model can help Big... View Details
Keywords: by Esther Schrader; Pharmaceutical; Health
  • 19 Jul 2011
  • Working Paper Summaries

Signaling to Partially Informed Investors in the Newsvendor Model

Keywords: by Vishal Gaur, Richard Lai, Ananth Raman & William Schmidt
  • 2009
  • Article

Modeling Expert Opinions on Food Healthfulness: A Nutrition Metric

By: Jolie M. Martin, John Beshears, Katherine L. Milkman, Max H. Bazerman and Lisa Sutherland

Research over the last several decades indicates the failure of existing nutritional labels to substantially improve the healthiness of consumers' food and beverage choices. The difficulty for policy-makers is to encapsulate a wide body of scientific knowledge in a... View Details

Keywords: Judgments; Food; Nutrition; Labels; Knowledge Use and Leverage; Demand and Consumers; Measurement and Metrics; Mathematical Methods
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Martin, Jolie M., John Beshears, Katherine L. Milkman, Max H. Bazerman, and Lisa Sutherland. "Modeling Expert Opinions on Food Healthfulness: A Nutrition Metric." Journal of the American Dietetic Association 109, no. 6 (June 2009): 1088–1091.
  • March 2015
  • Article

Signaling to Partially Informed Investors in the Newsvendor Model

By: William Schmidt, Vishal Gaur, Richard Lai and Ananth Raman
We investigate a puzzling phenomenon in which firms make investment decisions that purposefully do not maximize expected profits. Using an extension to the newsvendor model, we focus on a relatively common scenario in which the firm's investor has imperfect information... View Details
Keywords: Decision Choices and Conditions; Investment
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Schmidt, William, Vishal Gaur, Richard Lai, and Ananth Raman. "Signaling to Partially Informed Investors in the Newsvendor Model." Production and Operations Management 24, no. 3 (March 2015): 383–401.
  • December 10, 2024
  • Other Article

A New Model for Funding Healthcare Innovation

By: Regina E. Herzlinger and Duke Rohlen
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Herzlinger, Regina E., and Duke Rohlen. "A New Model for Funding Healthcare Innovation." Harvard Business Review (December 10, 2024).
  • 2020
  • Conference Presentation

Active World Model Learning with Progress-driven Exploration

By: K-H Kim, M. Sano, J. De Freitas, N. Haber and D. L. K. Yamins
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Kim, K-H, M. Sano, J. De Freitas, N. Haber, and D. L. K. Yamins. "Active World Model Learning with Progress-driven Exploration." Paper presented at the 8th International Conference on Learning Representations (ICLR), Addis Ababa, Ethiopia, 2020.
  • 2010
  • Chapter

Improving Models of Euro Area Money Demand

By: Bjoern Fischer and Huw Pill
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Fischer, Bjoern, and Huw Pill. "Improving Models of Euro Area Money Demand." Chap. 3 in Enhancing Monetary Analysis, edited by Lucas Papademos and Jürgen Stark, 131–206. European Central Bank, 2010.
  • 2015
  • Chapter

A Corporate View of Business Model Innovations

By: Ramon Casadesus-Masanell, Joan E. Ricart and Jorge Tarzijan
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Casadesus-Masanell, Ramon, Joan E. Ricart, and Jorge Tarzijan. "A Corporate View of Business Model Innovations." Chap. 4 in Business Model Innovation: The Organizational Dimension, edited by Nicolai J. Foss and Tina Saebi, 64–84. Oxford University Press, 2015.
  • June 2006
  • Supplement

Genentech - Capacity Planning - Spreadsheet Model

By: Daniel C. Snow and Steven C. Wheelwright
Keywords: Green Technology Industry
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Snow, Daniel C., and Steven C. Wheelwright. "Genentech - Capacity Planning - Spreadsheet Model." Harvard Business School Spreadsheet Supplement 606-713, June 2006.
  • December 2003 (Revised November 2004)
  • Teaching Note

The Netherlands: Is the Polder Model Sinking?

By: Huw Pill
Teaching Note to (9-702-051). View Details
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Pill, Huw. "The Netherlands: Is the Polder Model Sinking?" Harvard Business School Teaching Note 704-024, December 2003. (Revised November 2004.)
  • June 2002 (Revised June 2014)
  • Case

The Netherlands: Is the Polder Model Sinking?

By: Huw Pill, Marie-Laure Y Goepfer, Mathijs Robbens and Ingrid Vogel
The Netherlands suffered economic crisis in the late 1970s and early 1980s, despite (or perhaps because of) its access to North Sea gas. In response to mounting inflation and unemployment, a tripartite agreement between employers, unions, and government was reached in... View Details
Keywords: Macroeconomics; Labor Unions; Netherlands
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Pill, Huw, Marie-Laure Y Goepfer, Mathijs Robbens, and Ingrid Vogel. "The Netherlands: Is the Polder Model Sinking?" Harvard Business School Case 702-051, June 2002. (Revised June 2014.)
  • October 1972
  • Article

A Dynamic Model for Bond Portfolio Management

By: D. B. Crane and S. P. Bradley
Keywords: Bonds; Investment; Management
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Crane, D. B., and S. P. Bradley. "A Dynamic Model for Bond Portfolio Management." Management Science 19, no. 2 (October 1972).
  • 2000
  • Chapter

A Model of Creativity and Innovation in Organizations

By: T. M. Amabile
Keywords: Creativity; Innovation and Invention; Organizational Design; Organizational Change and Adaptation
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Amabile, T. M. "A Model of Creativity and Innovation in Organizations." In Research in Organizational Behavior. Vol. 22, edited by B. Staw and R. Sutton. Elsevier Science, 2000.
  • November 2022
  • Case

Ajax Health: A New Model for Medical Technology Innovation

By: Regina E. Herzlinger and Ben Creo
This case teaches key success factors for both startup and established MedTech firms. It examines how to structure a firm to maximize innovation and financial returns with organizational structures that better align the incentives for the different skill sets... View Details
Keywords: Business Startups; Success; Innovation Strategy; Mergers and Acquisitions; Market Entry and Exit; Financial Strategy; Business Model; Partners and Partnerships; Entrepreneurship; Private Equity; Technology Industry; Medical Devices and Supplies Industry
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Herzlinger, Regina E., and Ben Creo. "Ajax Health: A New Model for Medical Technology Innovation." Harvard Business School Case 323-043, November 2022.
  • October 2004 (Revised September 2005)
  • Supplement

Sonoco Products Company (B): The Hybrid Model

By: David A. Thomas, Boris Groysberg and Cate Reavis
Supplements the (A) case. View Details
Keywords: Business Model; Non-Renewable Energy; Energy Industry
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Thomas, David A., Boris Groysberg, and Cate Reavis. "Sonoco Products Company (B): The Hybrid Model." Harvard Business School Supplement 405-010, October 2004. (Revised September 2005.)
  • April 1998 (Revised September 1998)
  • Case

Classic Pen Company, The: Developing an ABC Model

By: Robert S. Kaplan
Classic Pen has diversified from its core blue and black pen business by introducing new specialized colors. But costs have risen and margins on blue and black pens are decreasing. The controller turns to activity-based costing (ABC) for an explanation. View Details
Keywords: Activity Based Costing and Management; Manufacturing Industry
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Kaplan, Robert S. "Classic Pen Company, The: Developing an ABC Model." Harvard Business School Case 198-117, April 1998. (Revised September 1998.)
  • 08 Jul 2002
  • Research & Ideas

How to Fashion Your New E-Business Model

as AOL (now AOL Time Warner) are defining the business models that are reshaping the global business landscape and redefining power.— Lynda M. Applegate The point within a value chain where maximum economies of scale and scope are created... View Details
Keywords: by Lynda M. Applegate
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