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Article

Seeking the Roots of Entrepreneurship: Insights from Behavioral Economics

By: Thomas Astebro, Holger Herz, Ramana Nanda and Roberto A. Weber

There is a growing body of evidence that many entrepreneurs seem to enter and persist in entrepreneurship despite earning low risk-adjusted returns. This has lead to attempts to provide explanations—using both standard economic theory and behavioral economics—for why... View Details

Keywords: Entrepreneurship; Personal Characteristics; Attitudes; Behavior

Research Summary

Sustaining innovation in mature organizations

A theoretical investigation of how mature organizations can prevent exploitation (refinement of existing capabilities) from driving out exploration (development of new capabilities). We propose that perturbations create opportunity for organizations to learn. To... View Details

September 2020
Case

Drinkworks: Home Bar by Keurig

By: Sunil Gupta, Jonathan Levav and Julia Kelley

In the summer of 2018, Drinkworks CEO Nathaniel Davis needed to make a number of go-to-market decisions ahead of his company’s upcoming product launch. Formed through a joint venture between Keurig Dr. Pepper and Anheuser-Busch InBev, Drinkworks had developed an... View Details

November 2007 (Revised September 2010)
Background Note

The Rong Family: A Chinese Business History

By: Elisabeth Koll

Provides the complex historical background to understanding the development of family businesses in China from the late 19th century to the present. Using the example of the Rong family, China's most prominent industrialist family in pre-1949 China, analyzes the... View Details

Keywords: Family Business; Business History; Organizational Change and Adaptation; Organizational Structure; Alliances; Business and Government Relations; Social and Collaborative Networks; China

January 2010 (Revised November 2017)
Background Note

GUIDES: Insight through Indicators

By: Matthew Weinzierl, Jonathan Schlefer and Ann Cullen

GUIDES is an easily remembered framework that can help the business leader and student to confidently and quickly identify, organize, and interpret a country's key economic indicators. Alternatively, it can help them to evaluate third-party analyses and to compare such... View Details

Keywords: Economy; Macroeconomics; Framework; Country; Analysis; Performance Evaluation

September 2010 (Revised March 2012)
Case

AQR's Momentum Funds (A)

By: Daniel Baird Bergstresser, Lauren H. Cohen, Randolph B. Cohen and Christopher J. Malloy

AQR is a hedge fund based in Greenwich, Connecticut, that is considering offering a wholly new line of product to retail investors, namely the ability to invest in the price phenomenon known as momentum. There is a large body of empirical evidence supporting momentum... View Details

Keywords: Financial Strategy; Investment Funds; Investment Portfolio; Governing Rules, Regulations, and Reforms; Product Development; Financial Services Industry; Greenwich

January – February 2012
Article

How Managers Use Multiple Media: Discrepant Events, Power, and Timing in Redundant Communication

By: Paul Leonardi, Tsedal Neeley and Elizabeth M. Gerber

Several recent studies have found that managers engage in redundant communication; that is, they send the same message to the same recipient through two or more unique media sequentially. Given how busy most managers are, and how much information their subordinates... View Details

Keywords: Communication; Media; Information; Groups and Teams; Projects; Management Style; Power and Influence; Motivation and Incentives; Technology

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Article

Conversational Receptiveness: Expressing Engagement with Opposing Views

By: M. Yeomans, J. Minson, H. Collins, H. Chen and F. Gino

We examine “conversational receptiveness”—the use of language to communicate one’s willingness to thoughtfully engage with opposing views. We develop an interpretable machine-learning algorithm to identify the linguistic profile of receptiveness (Studies 1A-B). We then... View Details

Keywords: Receptiveness; Natural Language Processing; Disagreement; Interpersonal Communication; Relationships; Conflict Management

2022
Working Paper

Product2Vec: Leveraging Representation Learning to Model Consumer Product Choice in Large Assortments

By: Fanglin Chen, Xiao Liu, Davide Proserpio and Isamar Troncoso

We propose a method, Product2Vec, based on representation learning, that can automatically learn latent product attributes that drive consumer choices, to study product-level competition when the number of products is large. We demonstrate Product2Vec’s... View Details

Keywords: Consumer Choice; Consumer Behavior; Competition; Product Marketing

Research Summary

An Impossibility Theorem on Beliefs in Games (with H. Jerome Keisler)

A 'paradox' of self-reference in beliefs in games is identified, which yields a game-theoretic impossibility theorem akin to (a weak form of) Tarski's Theorem of mathematical logic. A rough interpretation of the theorem is that if a model of a game is available to the... View Details

June 2001 (Revised March 2002)
Case

Ducati

Focuses on the turnaround and strategic repositioning of Ducati, an Italian maker of high-end sport motorcycles, and describes the current concerns with the growth prospects of the company. Federico Minoli, the CEO and strategic mind behind the turnaround, knew that... View Details

Keywords: Growth and Development Strategy; Competitive Strategy; Product Positioning; Management Teams; Brands and Branding; Motorcycle Industry

Article

Invention and Agglomeration in the Bay Area: Not Just ICT

By: Chris Forman, Avi Goldfarb and Shane Greenstein

We document that the Bay Area rose from 4% of all successful US patent applications in 1976 to 16% in 2008. This is partly driven by the increase in the prevalence of information and communication technology; however, even for patents unrelated to information and... View Details

Keywords: Agglomeration; Information Technology; Patents; San Francisco

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July 2008 (Revised May 2009)
Case

The Springfield Nor'easters: Maximizing Revenues in the Minor Leagues

By: Frank V. Cespedes, Christopher H. Lovelock and Laura Winig

The marketing director of a new minor-league baseball team must design, conduct, and then interpret survey research to determine optimal ticket pricing that will yield large attendance figures and contribute to the owner's goal of breaking even in the first year of... View Details

Keywords: Market Research; Quantitative Analysis; Consumer Marketing; Pricing Strategy; Price; Marketing Strategy; Mathematical Methods; Product Launch; Sports; Sports Industry; Massachusetts

2009
Chapter

Platform Rules: Multi-Sided Platforms As Regulators

By: Kevin J. Boudreau and Andrei Hagiu

This chapter provides a basic conceptual framework for interpreting non-price instruments used by multi-sided platforms (MSPs) by analogizing MSPs as "private regulators" who regulate access to and interactions around the platform. We present evidence on Facebook,... View Details

Keywords: Price; Governing Rules, Regulations, and Reforms; Multi-Sided Platforms; Strategy

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Research Summary

One aspect of my research is highly quantitative, based on the construction and analysis of psychometric instruments, and another relies on the qualitative data obtained from the interview process. I look upon both psychometric and interview-derived data in terms of a... View Details

January 2000 (Revised October 2001)
Case

Security Capital Pacific Trust: A Case for Branding

A real estate operations and investment trust is considering whether it should pursue branding as a strategic investment. Through interpretation of case data and video from focus groups, students deduce the consumer (cognitive, psychological, and economic),... View Details

Keywords: Decision Making; Brands and Branding

March 2022 (Revised January 2025)
Technical Note

Statistical Inference

By: Iavor I. Bojinov, Michael Parzen and Paul Hamilton

This note provides an overview of statistical inference for an introductory data science course. First, the note discusses samples and populations. Next the note describes how to calculate confidence intervals for means and proportions. Then it walks through the logic... View Details

Keywords: Data Science; Statistics; Mathematical Modeling; Mathematical Methods; Analytics and Data Science

September 1990 (Revised April 1993)
Case

R.J. Reynolds Tobacco Co.

By: William J. Bruns Jr.

Following the company's purchase as a part of a leveraged buyout, the new management team of R.J. Reynolds Tobacco Co. had to decide what to do about the build-up of excess inventory of its independent wholesale customers. The case introduces students to the problems... View Details

Keywords: Activity Based Costing and Management; Customer Satisfaction; Business or Company Management; Business Growth and Maturation; Consumer Products Industry

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May 2013
Case

Launching Krispy Natural: Cracking the Product Management Code

By: Frank V. Cespedes and Heather Beckham

Pemberton Products is a U.S. market leader in the cookie and bakery snacks segment of the sweet snack market. Looking to expand into the salty snack market, the company acquires Krispy Inc., a maker of salty snack crackers located in the southeastern U.S. To compete... View Details

Keywords: Analytics and Data Science; Competition; Organizational Culture; Management Teams; Brands and Branding; Expansion; Marketing Strategy; Product Launch; Acquisition; Food and Beverage Industry; Ohio; United States

Teaching Interest

Strategic Financial Analysis

By: Suraj Srinivasan

In a competitive climate, how do some companies outperform others? Managers, consultants, analysts, and investors must understand financial analysis to answer that question and make strategic decisions that drive business profitability and... View Details

Keywords: Strategic Change; Restructuring; Strategy

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