Publications

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July–August 2024
Article

Doing More with Less: Overcoming Ineffective Long-Term Targeting Using Short-Term Signals

By: Ta-Wei Huang and Eva Ascarza

Firms are increasingly interested in developing targeted interventions for customers with the best response, which requires identifying differences in customer sensitivity, typically through the conditional average treatment effect (CATE) estimation. In theory, to... View Details

Keywords: Long-run Targeting; Heterogeneous Treatment Effect; Statistical Surrogacy; Customer Churn; Field Experiments; Consumer Behavior; Customer Focus and Relationships; AI and Machine Learning; Marketing Strategy

March 2024 (Revised February 2025)
Case

Doing Business in São Paulo, Brazil

By: Laura Alfaro, Hise O. Gibson, Leonard A. Schlesinger and Pedro Levindo

The case gives readers an overview of key factors of doing business in Brazil, including Brazil’s economic transformation since its colonial years until 2023, when leftist President Luiz Inácio Lula da Silva was sworn in for his third term, after the most polarized... View Details

Keywords: Business Cycles; Developing Countries and Economies; Economic Growth; Economic Sectors; Economy; Macroeconomics; Business History; International Relations; Political Elections; Taxation; Consumer Behavior; Brazil; Latin America; Sao Paulo

October 1991 (Revised August 2000)
Case

Becton Dickinson & Company: VACUTAINER Systems Division (Condensed)

By: V. Kasturi Rangan and Frank V. Cespedes

Becton Dickinson, a phenomenally successful company with an 80% market share in the blood collection needles and syringes market faces a change in the customer buying environment (cost containment pressures at hospitals). This forces a reevaluation of the company's... View Details

Keywords: Business Divisions; Customer Satisfaction; Demand and Consumers; Market Participation; Distribution Channels; Success; Corporate Strategy; Value Creation; Health Industry

04 Jun 2013
First Look

First Look: June 4

race tracks, interactive tombstones, and stride-changing running shoes. These four products form the basis to assess the drivers of new product adoption. In particular, one of the critical tasks in marketing new innovations is predicting... View Details

Keywords: Sean Silverthorne

September 2024 (Revised October 2024)
Case

River Remedy: Navigating Mississippi’s Medical Marijuana Market

By: Robin Greenwood, Richard S. Ruback and Robert Ialenti

MBA student William Chism, the founder of a fully integrated medical marijuana company based in Mississippi, must respond to a significant disruption in the fledgling industry. In late 2023, Rapid Analytics, one of two active licensed testing facilities, has its... View Details

Keywords: Plant-Based Agribusiness; Business Growth and Maturation; Forecasting and Prediction; Microeconomics; Local Range; Government Legislation; Demand and Consumers; Supply and Industry; Competitive Strategy; Governance Controls; Agriculture and Agribusiness Industry; Consumer Products Industry; Mississippi

20 Jan 2010
First Look

First Look: Jan. 20

their firms as small firms when investors favor small firms. Local Dividend Clienteles Authors:Bo Becker, Zoran Ivkovic, and Scott Weisbenner Publication:Journal of Finance (forthcoming) Abstract We exploit demographic variation to identify the effect of dividend View Details

Keywords: Martha Lagace

2007
Working Paper

Proprietary vs. Open Two-Sided Platforms and Social Efficiency

By: Andrei Hagiu

This paper identifies a fundamental economic welfare tradeoff between two-sided open platforms and two-sided proprietary (closed) platforms connecting consumers and producers. Proprietary platforms create two-sided deadweight losses through monopoly pricing but at the... View Details

Keywords: Two-Sided Markets; Platforms; Indirect Network Effects; Product Variety; Social Efficiency; Two-Sided Platforms; Network Effects; Welfare or Wellbeing

January 1996 (Revised February 1997)
Case

Exploring Brand-Person Relationships: Three Life Histories

The idea that "relationships" exist between consumers and products has implicitly occupied a central place in brand marketing thought and practice. Now as relational (one-on-one) marketing is said to be replacing transactional (mass) marketing as the dominant paradigm... View Details

Keywords: Consumer Behavior; Relationships; Brands and Branding

February 2005 (Revised May 2005)
Case

Intelliseek

Intelliseek harvests, filters, and mines the content of messages posted by consumers online and on discussion boards and blogs. For any specified consumer product brand, Intelliseek measures the volume of work-of-mouth and its valence (proportion of positive and... View Details

Keywords: Internet and the Web; Information Technology; Consumer Behavior; Knowledge Management; Marketing Reference Programs; Web Services Industry

21 Jun 2021
Blog Post

Celebrating the Past, Crafting the Future Part 1: HBS/HKS Faculty Reflections

exceptionally important endeavor. It has been immensely fulfilling to lead and participate in this process, which makes it fully appropriate that we should pause to reflect on the trajectory that has brought us to this milestone. The... View Details

August 2023
Case

Salma Qarnain: Spaceships to Broadway

By: Leslie Perlow, Mel Martin and Hannah Weisman

Salma Qarnain, daughter of Pakistani Muslim immigrants, is an engineer trained at Stanford and MIT. She began her career building spacecrafts but 30 years later finds herself pursuing her calling, acting on Broadway. The case explores Qarnain’s career path, family... View Details

Keywords: Personal Development and Career; Job Search; Job Design and Levels; Happiness; Identity; Well-being; Work-Life Balance; Family and Family Relationships; Theater Entertainment; Film Entertainment; Talent and Talent Management; Motion Pictures and Video Industry; Motion Pictures and Video Industry; Motion Pictures and Video Industry; United States; New York (city, NY); Boston; California

January 8, 2010
Other Article

Multinational Firms, Agglomeration, and Global Networks

By: Laura Alfaro and Maggie Chen

Agglomeration effects are important but difficult to measure. This column uses a new database with precise geographical information to investigate the locational interdependence of multinational firms. Knowledge spillovers and capital- and labour-market externalities... View Details

Keywords: Geographic Location; Business Subsidiaries; Industry Clusters; Multinational Firms and Management; Network Effects

05 Jul 2006
Working Paper Summaries

Exploring the Structure of Complex Software Designs: An Empirical Study of Open Source and Proprietary Code

Keywords: by Alan D. MacCormack, John Rusnak & Carliss Y. Baldwin; Video Game; Video Game

08 Dec 2015
First Look

December 8, 2015

forward. The Turkish banking industry was undergoing a transformation prompted by the demands of the country's digitally savvy, young population, and by new regulations on consumer banking that threatened... View Details

Keywords: Sean Silverthorne

March–April 2023
Article

Market Segmentation Trees

By: Ali Aouad, Adam Elmachtoub, Kris J. Ferreira and Ryan McNellis

Problem definition: We seek to provide an interpretable framework for segmenting users in a population for personalized decision making. Methodology/results: We propose a general methodology, market segmentation trees (MSTs), for learning market... View Details

Keywords: Decision Trees; Computational Advertising; Market Segmentation; Analytics and Data Science; E-commerce; Consumer Behavior; Marketplace Matching; Marketing Channels; Digital Marketing

2021
Working Paper

Bollywood, Skin Color and Sexism: The Role of the Film Industry in Emboldening and Contesting Stereotypes in India after Independence

By: Sudev Sheth, Geoffrey Jones and Morgan Spencer

This working paper examines the social impact of the film industry in India during the first four decades after Indian Independence in 1947. It shows that Bollywood, the mainstream cinema in India and the counterpart in scale to Hollywood in the United States, shared... View Details

Keywords: Film Industry; Bollywood; Tamil Cinema; Male Gaze; Social Impact; Stereotypes; Oral History; Film Entertainment; Gender; Race; Personal Characteristics; Prejudice and Bias; Business History; Motion Pictures and Video Industry; India

May 2021
Case

Endeavor Kenya: Building an Entrepreneurial Ecosystem

By: Lynda M. Applegate, Shikhar Ghosh and Christian Godwin

In 2016, Fiona Mungai became Endeavor Kenya’s first managing director. In this role, she helped the organization build its inaugural board and select its first Endeavor entrepreneur, a fintech company called Cellulant. Throughout this process, Mungai observed the power... View Details

November 2021
Article

Ratings, Reviews, and the Marketing of New Products

By: Itay P. Fainmesser, Dominique Olié Lauga and Elie Ofek

We study how user-generated content (UGC) about new products impacts a firm's advertising and pricing decisions and the effect on profits and market dynamics. We construct a two-period model where consumers value quality and are heterogeneous in their taste for the new... View Details

Keywords: Online Reviews; Product Ratings; Social Networks; Word Of Mouth; Pricing; User-generated Content; Advertising; Product Marketing; Price; Consumer Behavior; Product Positioning; Social Media