Publications

November 2020 (Revised September 2021)
Case

HP Instant Ink: (Self) Disrupting the Consumer Printing Market

By: Elie Ofek, Marco Bertini, Oded Koenigsberg and George Gonzalez

Seeking to disrupt the consumer printing market (before being disrupted by others), and in response to customer pain points, in 2013 HP Inc. launched an ink replenishment service called Instant Ink, where customers pay a monthly subscription fee based on the number of... View Details

Keywords: Printing; Ink; Subscription Model; Customers; Information Infrastructure; Service Delivery; Business Model; Disruption; Growth and Development Strategy

April 2021
Article

A Model of Multi-Pass Search: Price Search Across Stores and Time

By: Navid Mojir and K. Sudhir

In retail settings with price promotions, consumers often search across stores and time. However, the search literature typically only models one pass search across stores, ignoring revisits to stores; the choice literature using scanner data has modeled search across... View Details

Keywords: Consumer Search; Multi-pass Search; Price Search; Store Search; Spatial Search; Temporal Search; Spatiotemporal Search; Dynamic Structural Models; MPEC; Price Promotions; Store Loyalty; Consumer Behavior; Price; Spending; Marketing; Mathematical Methods

SSRN

March 1992
Background Note

Researching and Monitoring Consumer Markets

By: Robert J. Dolan

Describes the major research techniques for consumer goods new product development, i.e. pre-test markets and electronic purchase monitoring. Provides students with information on availability and utility of these services. View Details

Keywords: Demand and Consumers; Product Marketing; Product Development; Research

July–August 2013
Article

A Joint Model of Usage and Churn in Contractual Settings

By: Eva Ascarza and Bruce G.S. Hardie

As firms become more customer-centric, concepts such as customer equity come to the fore. Any serious attempt to quantify customer equity requires modeling techniques that can provide accurate multiperiod forecasts of customer behavior. Although a number of researchers... View Details

Keywords: Churn; Retention; Contractual Settings; Access Services; Hidden Markov Models; RFM; Latent Variable Models; Customer Value and Value Chain; Consumer Behavior

June 2007
Tutorial

Congruence Model Tutorial

By: Christopher Marquis and Alison Comings

Utilizes Beer & Tushman's SMA: Microelectronic Products Division (A) case to explore O'Reilly and Tushman's congruence model. Participants learn about the model through a series of video presentations and become familar with the problems facing SMA through an... View Details

Keywords: Problems and Challenges; Mathematical Methods; Electronics Industry

October 1994
Article

When Worlds Collide: The Implications of Panel Data-Based Choice Models for Consumer Behavior

By: R. S. Winer, R.E. Bucklin, J. A. Deighton, J. Erdem, P.S. Fader, J.J. Inman, H. Katahira, Katherine N. Lemon and A. Mitchell

Keywords: Analytics and Data Science; Consumer Behavior; Decision Choices and Conditions

February 1969
Article

Test of a Product Cycle Model of International Trade: U.S. Exports of Consumer Durables

By: Louis T Wells Jr

Keywords: Global Range; Trade; Product; Goods and Commodities; United States

Research Summary

Relative Thinking and Consumer Choice

By: Joshua R. Schwartzstein

Fixed differences appear smaller when compared to large differences. Professor Schwartzstein has proposed a model of relative thinking, in which a person weighs a given change by less when he compares it to a larger range. Relative thinking implies that a person is... View Details

1980
Article

Consumer Impulse Purchase and Credit Card Usage: An Empirical Examination Using the Log Linear Model

By: Rohit Deshpandé and S. Krishnan

Most of the work in impulse purchase behavior has investigated the association of socioeconomic variables and unplanned purchases with equivocal results. This paper examines the interrelationship between impulse purchases, credit card usage, cost of items bought, and... View Details

Keywords: Consumer Behavior; Mathematical Methods; Credit Cards; Income

06 Apr 2009
Research & Ideas

Cheers to the American Consumer

problem-solving entrepreneurs and successful entrepreneurs such as Bill Gates and Michael Dell become well-respected role models for younger people. Marketing, a distinctly American expertise, has of course encouraged View Details

Keywords: by John Quelch

05 May 2008
Research & Ideas

Connecting with Consumers Using Deep Metaphors

authors of Marketing Metaphoria: What Deep Metaphors Reveal about the Minds of Consumers (HBS Press, 2008). Transformation is just one metaphor that finds expression in products that satisfy deeply held View Details

Keywords: by Martha Lagace; Consumer Products

01 Mar 2009
News

Model Patient

as a national blueprint. Near-universal coverage, a pipe dream anywhere in the United States a few short years ago, is the chief reason that the state’s model has generated so much excitement. And the Bay State’s example has arguably put... View Details

Keywords: Garry Emmons; Health, Social Assistance

2010
Working Paper

Banking Market Concentration and Consumer Credit Constraints: Evidence from the 1983 Survey of Consumer Finances

This paper uses data from the 1983 Survey of Consumer Finances to test the relationship between the banks' market power and households' self-reported levels of credit constraints. The 1983 Survey was the last to identify households' geographic location, making it... View Details

Keywords: Age Characteristics; Household Characteristics; Borrowing and Debt; Credit; Banks and Banking; Interest Rates; Geographic Location; Banking Industry

December 2008
Article

Behavioral Frontiers in Choice Modeling

We review the discussion at a workshop whose goal was to achieve a better integration among behavioral, economic, and statistical approaches to choice modeling. The workshop explored how current approaches to the specification, estimation, and application of choice... View Details

Keywords: Mathematical Methods; Integration; Goals and Objectives; Decision Choices and Conditions; Problems and Challenges; Business Processes; Customers; Behavior; Economics

October 2016 (Revised October 2020)
Case

Essent: From a State-Owned Utility to a Commercial Company

By: Ananth Raman and Elena Corsi

Patrick Lammers, Chief Commercial Officer (CCO) for the Dutch energy company Essent NV, once a state-owned company, was pleased with the progress Essent’s consumer (“B2C”) business had made: Earnings Before Income Tax (EBIT) for B2C had gone from a loss of €18 million... View Details

Keywords: Lean Management; Operation Management; Service Management; Commercialization; Operations; Management; Energy; Organizational Change and Adaptation; Service Operations; Performance; Energy Industry; Europe

September 2014
Article

Structural Models of Complementary Choices

By: Steven T. Berry, Ahmed Khwaja, Vineet Kumar, Andres Musalem, Kenneth C. Wilbur, Greg Allenby, Bharat Anand, Pradeep K. Chintagunta, W. Michael Hanemann, Przemyslaw Jeziorski and Angelo Mele

Complementary choices are important and pervasive yet occasionally elusive. Single consumers make complementary choices in purchase decisions (e.g., chips and salsa), product inter-operabilities (smartphones and networks), and dynamic decisions (current exercise and... View Details

Keywords: Decision Choices and Conditions; Consumer Behavior

April 2006
Background Note

Designing Sustainable Service Models

By: Frances X. Frei

Taught as the second module in a Harvard Business School course on Managing Service Operations. Addresses the challenge of designing service models that effectively incorporate a customer operating role, as well as how to align operations to deliver value to both the... View Details

Keywords: Business Model; Customers; Design; Managerial Roles; Consumer Behavior; Service Operations; Power and Influence; Value