Publications

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January 2016
Teaching Note

Take-Two Interactive Software, Inc.

By: Sunil Gupta and Margaret Rodriguez

In September 2010, Take-Two Interactive Software, Inc. (T2) reported an unexpectedly high third quarter profit of $5.92 million, driven largely by the success of its video game, Red Dead Redemption (which sold over 6.9 million copies since launching in May). Red Dead... View Details

Keywords: Mergers and Acquisitions; Business Model; Leadership Style; Marketing; Competitive Strategy; Entertainment and Recreation Industry

02 Jan 2007
Research & Ideas

Most Popular Articles of 2006

anything having to do with globalization. But in 2006, some new areas of HBS faculty research began to emerge that also struck a chord with readers. These included the business of open source, how network... View Details

Keywords: by Sean Silverthorne

January 2003 (Revised September 2007)
Background Note

A Note on Racing to Acquire Customers

By: Thomas R. Eisenmann

Examines factors that motivate a firm's race to acquire customers in newly emerging markets and explores conditions under which racing strategies are likely to yield attractive returns. Provides a definition of racing behavior, introduces the notion of an optimal level... View Details

Keywords: Customers; Price Bubble; Network Effects; Emerging Markets; Market Entry and Exit; Behavior; Competition

Educators

May 2025
Background Note

Social Enterprise in Latin America

By: Brian L. Trelstad and Karina Souza

This research note provides an overview of the social enterprise ecosystem in Latin America, exploring current dynamics across key markets, including country-specific insights on Brazil, Mexico, Argentina, Colombia, Chile, and Central America. In a region characterized... View Details

Educators

2007
Book

America the Principled: 6 Opportunities for Becoming a Can-Do Nation Once Again

By: Rosabeth M. Kanter

This book draws on the author's multiple research projects and field observations to analyze problems facing the United States in recent years and to create an agenda for renewing American strengths through returning to core American principles—but in new ways suitable... View Details

Keywords: Values and Beliefs; Policy; Leadership; Civil Society or Community; Cooperation; United States

Article

Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles

By: Prithwiraj Choudhury, Dan Wang, Natalie A. Carlson and Tarun Khanna

We demonstrate how a novel synthesis of three methods—(1) unsupervised topic modeling of text data to generate new measures of textual variance, (2) sentiment analysis of text data, and (3) supervised ML coding of facial images with a cutting-edge convolutional neural... View Details

Keywords: CEOs; Communication Style; Machine Learning; Spoken Communication; Nonverbal Communication; Personal Characteristics; Analysis; Performance

2019
Working Paper

Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles

By: Prithwiraj Choudhury, Dan Wang, Natalie A. Carlson and Tarun Khanna

We demonstrate how a novel synthesis of three methods—(1) unsupervised topic modeling of text data to generate new measures of textual variance, (2) sentiment analysis of text data, and (3) supervised ML coding of facial images with a cutting-edge convolutional neural... View Details

Keywords: Spoken Communication; Business History; Analytics and Data Science; Finance; Performance

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12 Oct 1999
Research & Ideas

Porter’s Perspective: Competing in the Global Economy

clusters are most prevalent in advanced economies, you say that they're one of the essential steps for countries moving in that direction. How are clusters nurtured in emerging nations? A: Many developing countries have free-trade zones... View Details

Keywords: Re: Michael E. Porter

2011
Article

Scalable Detection of Anomalous Patterns With Connectivity Constraints

By: Skyler Speakman, Edward McFowland III and Daniel B. Neill

We present GraphScan, a novel method for detecting arbitrarily shaped connected clusters in graph or network data. Given a graph structure, data observed at each node, and a score function defining the anomalousness of a set of nodes, GraphScan can efficiently and... View Details

Keywords: Biosurveillance; Event Detection; Graph Mining; Scan Statistics; Spatial Scan Statistic

2009
Chapter

Creating Superior Customer Value in a Connected World

By: Ranjay Gulati

"In the early twenty-first century, customers are more demanding than ever, and difficult economic times make them all the more so. As customers tighten their wallets and increase their demands, firms face greater pressure to provide superior customer value. Reducing... View Details

Keywords: Customer Satisfaction; Customer Value and Value Chain; Consumer Behavior; Product Design; Social and Collaborative Networks; Value Creation

2020
Chapter

Islamic Capitalism and the Rise of Religious-Conservative Big Business

By: Kristin Fabbe, Űmit Őzlale and Efe Murat Balikçioğlu

This chapter argues that the rise of “Islamic capitalism” and the country’s so-called “conservative bourgeoisie” owes much to the pragmatism and agility of Islamic actors who are quick to seize upon new economic and political opportunities by leveraging religious... View Details

Keywords: Islamic Capitalism; Economic Systems; Religion; Values and Beliefs; Government and Politics; Power and Influence; Turkey

2015
Article

Scalable Detection of Anomalous Patterns With Connectivity Constraints

By: Skyler Speakman, Edward McFowland III and Daniel B. Neill

We present GraphScan, a novel method for detecting arbitrarily shaped connected clusters in graph or network data. Given a graph structure, data observed at each node, and a score function defining the anomalousness of a set of nodes, GraphScan can efficiently and... View Details

Keywords: Biosurveillance; Event Detection; Graph Mining; Scan Statistics; Spatial Scan Statistic

October 18, 2021
Article

To Regulate Network-Based Platforms, Look at Their Data

By: Chiara Farronato and Daniel Björkegren

Historically, antitrust authorities have taken a laissez-faire approach under the assumption that it is better to err on the side of not intervening when there is uncertainty. This has allowed companies like Google and Facebook to go on a shopping spree to acquire... View Details

Keywords: Antitrust Issues And Policies; Risk and Uncertainty; Digital Platforms; Competitive Advantage; Governing Rules, Regulations, and Reforms; Innovation and Invention; Information Technology Industry

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11 Mar 2001
Research & Ideas

Group Therapy

well, since the economic environments of emerging markets such as Chile, Costa Rica, or Mexico vary so greatly. Since business groups are such an integral part of most economies, understanding how these View Details

Keywords: by Peter Jacobs

August 2012 (Revised January 2013)
Case

Public Health Insurance Exchanges: The Massachusetts Experience

By: Regina Herzlinger and Jordan Bazinsky

The CEO of Tufts Health Plan, James Roosevelt, is wondering whether to offer insurance products on the Massachusetts Connector, the first U.S. exchange. He wonders if he should enter these uncharted waters at all. And, if yes, with a broad network or a narrow network... View Details

Keywords: Health Insurance Exchange; Healthcare Reform; Public Health Insurance Exchange; Decision Making; Market Entry and Exit; Emerging Markets; Health Care and Treatment; Insurance Industry; Health Industry; Massachusetts