Publications

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January 1988 (Revised March 1995)
Supplement

Digital Equipment Corp.: The Endpoint Model (C1)

By: David A. Garvin

To follow Digital Equipment Corp.: The Endpoint Model (B2). The division has just received a request for dramatically increased production. If it complies with the request, it will have to expedite production, override the MRP II system and the planned schedule. Should... View Details

Keywords: Decision Choices and Conditions; Markets; Production; Planning; Risk and Uncertainty; Situation or Environment; System

January 2015
Article

X-CAPM: An Extrapolative Capital Asset Pricing Model

By: Nicholas Barberis, Robin Greenwood, Lawrence Jin and Andrei Shleifer

Survey evidence suggests that many investors form beliefs about future stock market returns by extrapolating past returns. Such beliefs are hard to reconcile with existing models of the aggregate stock market. We study a consumption-based asset pricing model in which... View Details

Keywords: Capital Asset Pricing; Returns; Investing; Asset Pricing; Investment Return

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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: Machine Learning; Statistics; Experiments; Forecasting and Prediction; Performance Evaluation

May 2016 (Revised September 2017)
Case

Pal's Sudden Service—Scaling an Organizational Model to Drive Growth

By: Gary P. Pisano, Francesca Gino and Bradley R. Staats

Pal's Sudden Service has developed a unique operating model and organizational culture in the quick service restaurant business. With a deep emphasis on process control and improvement, zero defects, extensive training, and a high level of employee engagement, Pal's... View Details

Keywords: Growth Strategy; Corporate Culture; Operations Strategy; Motivation; Values; Motivation and Incentives; Strategy; Values and Beliefs; Service Operations; Organizational Culture; Growth and Development Strategy; Service Industry; Food and Beverage Industry

Educators

Web

1.4.1 HBS Learning Model - MBA

1.4 Academic Program Specifics 1.4.1 HBS Learning Model Welcome to HBS Being a Student at HBS 1. Academic Information & Policies 1.1 HBS Community Values 1.2 MBA Honor Code 1.3 Academic Calendar 1.4 Academic Program Specifics 1.4.1 HBS... View Details

November 2021 (Revised December 2021)
Case

Praava Health: A New Model for Bangladesh

By: Michael Chu

Launched in Dhaka, Bangladesh, in 2018, Praava Health (‘Praava’) delivered high-quality in-clinic primary and specialist care, backed by its own high quality diagnostic laboratories, imaging and pharmacy. Praava was founder Sylvana Sinha’s response to what she saw as a... View Details

Keywords: Entrepreneurship; Health Care and Treatment; Investment Return; Mobile and Wireless Technology; Business Model; Growth and Development Strategy; Health Industry; Bangladesh; Asia

Educators

June 2020
Article

Parallel Play: Startups, Nascent Markets, and the Effective Design of a Business Model

By: Rory McDonald and Kathleen Eisenhardt

Prior research advances several explanations for entrepreneurial success in nascent markets but leaves a key imperative unexplored: the business model. By studying five ventures in the same nascent market, we develop a novel theoretical framework for understanding how... View Details

Keywords: Search; Legitimacy; Organizational Innovation; Organizational Learning; Mechanisms And Processes; Institutional Entrepreneurship; Qualitative Methods; Business Model Design; Business Model; Business Startups; Entrepreneurship; Emerging Markets; Adaptation; Competition; Strategy

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2002
Chapter

New Business Models for Higher Education

By: David J. Collis

Keywords: Business Model; Higher Education; Non-Governmental Organizations

25 Mar 2013
Video

Reset - Episode 1 - A New Model

2017
Chapter

Marketing Models for the Customer-Centric Firm

By: Eva Ascarza, Peter S. Fader and Bruce G.S. Hardie

A customer-centric firm takes the view that there are three key drivers of (organic) growth and overall profitability: Customer acquisition, customer retention, and customer development (i.e., increasing the value of each existing customer (per unit of time) while they... View Details

Keywords: Customer Value and Value Chain; Customer Focus and Relationships

Forthcoming
Chapter

Economic Models for Software Vulnerability Research

By: Frank Nagle and Michael Sutton

29 Mar 2009
News

How Crisis Shapes the Corporate Model

29 Aug 2018
HBS Conference

Economic Models of Competition and Collusion

07 Jul 2003
Research & Ideas

The Organizational Model for Open Source

three projects: Debian, a complete non-commercial distribution of Linux; the GNU Object Model Environment (GNOME), which is a graphical user interface for Linux-based operating systems; and Apache, a public domain open source Web server.... View Details

Keywords: by Mallory Stark

February 2010
Supplement

Real Property Negotiation Game (CW): Excel Model

By: Arthur I. Segel, John Vogel and Justin Seth Ginsburgh

This Excel model is used to analyze the deals made in The Real Property Negotiation Game, which simulates the experience negotiating the sale, purchase, or financing of a property. View Details

Keywords: Property; Negotiation Deal; Sales; Financing and Loans; Mathematical Methods; Real Estate Industry