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Show Results For
- All HBS Web
(900)
- People (2)
- News (118)
- Research (669)
- Events (12)
- Multimedia (1)
- Faculty Publications (272)
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- 2015
- Chapter
Consuming Brands
By: Jill Avery and Anat Keinan
Traditional definitions of branding often underestimate the value a brand has for infusing a choice situation with meaning. This chapter explores how people consume brands and presents three perspectives on the meaning of brands that have diverse theoretical roots in... View Details
Avery, Jill, and Anat Keinan. "Consuming Brands." Chap. 8 in The Cambridge Handbook of Consumer Psychology, edited by Michael I. Norton, Derek D. Rucker, and Cait Lamberton. New York: Cambridge University Press, 2015.
- 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
Winer, R. S., R.E. Bucklin, J. A. Deighton, J. Erdem, P.S. Fader, J.J. Inman, H. Katahira, Katherine N. Lemon, and A. Mitchell. "When Worlds Collide: The Implications of Panel Data-Based Choice Models for Consumer Behavior." Marketing Letters 5, no. 4 (October 1994).
- July 2012
- Article
Discrete Choice Cannot Generate Demand That Is Additively Separable in Own Price
By: Sonia Jaffe and Scott Duke Kominers
We show that in a unit demand discrete choice framework with at least three goods, demand cannot be additively separable in own price. This result sharpens the analogous result of Jaffe and Weyl (2010) in the case of linear demand and has implications for testing of... View Details
Keywords: Discrete Choice; Unit Demand; Separable Demand; Linear Demand; Demand and Consumers; Market Design; Mathematical Methods; Economics
Jaffe, Sonia, and Scott Duke Kominers. "Discrete Choice Cannot Generate Demand That Is Additively Separable in Own Price." Economics Letters 116, no. 1 (July 2012): 129–132.
- 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
Adamowicz, Wiktor, David Bunch, Trudy Ann Cameron, Benedict G.C. Dellaert, Michael Hanneman, Michael Keane, Jordan Louviere, Robert Meyer, Thomas J. Steenburgh, and Joffre Swait. "Behavioral Frontiers in Choice Modeling." Marketing Letters 19, nos. 3/4 (December 2008): 215–219.
- March 2018
- Article
How Context Affects Choice
By: Raphael Thomadsen, Robert P. Rooderkerk, On Amir, Neeraj Arora, Bryan Bollinger, Karsten Hansen, Leslie John, Wendy Liu, Aner Sela, Vishal Singh, K. Sudhir and Wendy Wood
Due to its origins in the literature on judgment and decision-making, context effects in marketing are construed exclusively in terms of how choices deviate from utility maximization principles as a function of how choices are presented (e.g., framing, sequence,... View Details
Keywords: Decision Making; Decision Choices and Conditions; Situation or Environment; Consumer Behavior
Thomadsen, Raphael, Robert P. Rooderkerk, On Amir, Neeraj Arora, Bryan Bollinger, Karsten Hansen, Leslie John, Wendy Liu, Aner Sela, Vishal Singh, K. Sudhir, and Wendy Wood. "How Context Affects Choice." Special Issue on 2016 Choice Symposium. Customer Needs and Solutions 5, nos. 1-2 (March 2018): 3–14.
- 2022
- Article
Dynamic Pricing Algorithms, Consumer Harm, and Regulatory Response
By: Alexander MacKay and Samuel N. Weinstein
Pricing algorithms are rapidly transforming markets, from ride-sharing apps, to air travel, to online retail. Regulators and scholars have watched this development with a wary eye. Their focus so far has been on the potential for pricing algorithms to facilitate... View Details
Keywords: Competition Policy; Regulation; Algorithmic Pricing; Dynamic Pricing; Economics; Law And Economics; Law And Regulation; Consumer Protection; Antitrust Law; Industrial Organization; Antitrust Issues And Policies; Technological Change: Choices And Consequences; Competition; Policy; Price; Governing Rules, Regulations, and Reforms; Microeconomics; Duopoly and Oligopoly; Law
MacKay, Alexander, and Samuel N. Weinstein. "Dynamic Pricing Algorithms, Consumer Harm, and Regulatory Response." Washington University Law Review 100, no. 1 (2022): 111–174. (Direct download.)
- August 1995 (Revised January 1997)
- Exercise
Consumer Behavior Exercise (C)
By: John A. Deighton and Susan M. Fournier
Students are instructed to interview a recent purchaser of a high-involvement/ego-expressive product or service in depth about his/her buying decision. The exercise provides students with first-hand understanding of important concepts in consumer choice domain (e.g.,... View Details
Keywords: Consumer Behavior
Deighton, John A., and Susan M. Fournier. "Consumer Behavior Exercise (C)." Harvard Business School Exercise 596-041, August 1995. (Revised January 1997.)
- August 1995 (Revised January 1997)
- Exercise
Consumer Behavior Exercise (A)
By: John A. Deighton and Susan M. Fournier
Students are instructed to interview a recent purchaser of a low-involvement product or service in depth about his/her buying decision. The exercise provides students with first-hand understanding of important concepts in consumer choice domain (e.g., stages in the... View Details
Keywords: Consumer Behavior
Deighton, John A., and Susan M. Fournier. "Consumer Behavior Exercise (A)." Harvard Business School Exercise 596-039, August 1995. (Revised January 1997.)
- Research Summary
Superfluous Choices and the Persistence of Preference
Superfluous choices are unnecessary choice steps that could be removed without affecting the final choice context and outcome. They are introduced in this article in order to study the mere effects of consumer participation. Superfluous choices have no immediate impact... View Details
- August 1995 (Revised January 1997)
- Exercise
Consumer Behavior Exercise (B)
By: John A. Deighton and Susan M. Fournier
Students are instructed to interview a recent purchaser of a high-involvement/utilitarian product or service in depth about his/her buying decision. The exercise provides students with first-hand understanding of important concepts in consumer choice domain (e.g.,... View Details
Keywords: Consumer Behavior
Deighton, John A., and Susan M. Fournier. "Consumer Behavior Exercise (B)." Harvard Business School Exercise 596-040, August 1995. (Revised January 1997.)
- 19 Feb 2019
- Working Paper Summaries
Relative Performance Transparency: Effects on Sustainable Choices
- July 2019
- Article
I Know Why You Voted for Trump: (Over)inferring Motives Based on Choice
By: Kate Barasz, Tami Kim and Ioannis Evangelidis
People often speculate about why others make the choices they do. This paper investigates how such inferences are formed as a function of what is chosen. Specifically, when observers encounter someone else's choice (e.g., of political candidate), they use the chosen... View Details
Keywords: Self-other Difference; Social Perception; Inference-making; Preferences; Consumer Behavior; Prediction; Prediction Error; Decision Choices and Conditions; Perception; Behavior; Forecasting and Prediction
Barasz, Kate, Tami Kim, and Ioannis Evangelidis. "I Know Why You Voted for Trump: (Over)inferring Motives Based on Choice." Special Issue on The Cognitive Science of Political Thought. Cognition 188 (July 2019): 85–97.
- 2013
- Dissertation
Designing Freemium: A Model of Consumer Usage, Upgrade, and Referral Dynamics
By: Clarence Lee, Vineet Kumar and Sunil Gupta
Abstract. Over the past decade "freemium" (free + premium) has become the dominant business model among internet start-ups for its ability to acquire and monetize a large install-base with limited marketing resources. Freemium is a hybrid strategy where a firm offers... View Details
- October 2013
- Article
A Traffic Light Food Labeling Intervention Increases Consumer Awareness of Health and Healthy Choices at the Point-of-Purchase
By: Lillian Sonnenberg, Emily Gelsomin, Douglas E. Levy, Jason Riis, Susan Barraclough and Anne N. Thorndike
We surveyed customers in a hospital cafeteria in Boston, Massachusetts before and after implementation of traffic light food labeling to determine the effect of labels on customers' awareness and purchase of healthy foods. View Details
Sonnenberg, Lillian, Emily Gelsomin, Douglas E. Levy, Jason Riis, Susan Barraclough, and Anne N. Thorndike. "A Traffic Light Food Labeling Intervention Increases Consumer Awareness of Health and Healthy Choices at the Point-of-Purchase." Preventive Medicine 57, no. 4 (October 2013): 253–257.
- 05 May 2008
- Research & Ideas
Connecting with Consumers Using Deep Metaphors
varied the set of customers or consumers being studied were in other ways. It was as if we had identified a secret code of thought. The seven deep metaphors discussed in Marketing Metaphoria are those appearing most often across a variety... View Details
- 2022
- Working Paper
Consumer Reviews and Regulation: Evidence from NYC Restaurants
By: Chiara Farronato and Georgios Zervas
We investigate the informativeness of hygiene signals in online reviews, and their effect on consumer choice and restaurant hygiene. We first extract signals of hygiene from Yelp. Among all dimensions that regulators monitor through mandated restaurant inspections, we... View Details
Keywords: Restaurants; Reviews; Hygiene; Yelp; Regulation; Food; Governing Rules, Regulations, and Reforms; Consumer Behavior
Farronato, Chiara, and Georgios Zervas. "Consumer Reviews and Regulation: Evidence from NYC Restaurants." NBER Working Paper Series, No. 29715, February 2022.
- 2010
- Working Paper
A Brief Postwar History of U.S. Consumer Finance
By: Andrea Ryan, Gunnar Trumbull and Peter Tufano
This article describes the consumer finance sector in the US since World War II. We first define the sector in terms of the functions delivered by firms (payments, savings/investing, borrowing, managing risk, and providing advice.) We provide time series evidence on... View Details
Keywords: Decision Choices and Conditions; Borrowing and Debt; Mortgages; Personal Finance; Business History; Innovation and Invention; Risk and Uncertainty; Financial Services Industry; United States
Ryan, Andrea, Gunnar Trumbull, and Peter Tufano. "A Brief Postwar History of U.S. Consumer Finance." Harvard Business School Working Paper, No. 11-058, December 2010.
- Research Summary
The Asymmetric Effect of Discount Retraction on Subsequent Choice
This paper examines the subsequent impact of a temporary price discount on brand preference after the promotion is retracted. Theorizing that price salience has an impact on price sensitivity, we propose that the effects of retracting a discount depend on the promoted... View Details
- June 2021
- Case
Mobileye 2021: Robotaxi and/or Consumer AV?
By: David B. Yoffie, Danielle Golan and Nicole Tempest Keller
In March 2021, Amnon Shashua, co-founder and CEO of Israel-based Mobileye, was preparing to meet with Intel’s new CEO, Pat Gelsinger, to review plans for the future. Mobileye had been acquired by California-based Intel in 2017, but still operated independently.... View Details
Keywords: Technology Companies; Robotics; Autonomous Vehicles; Strategy; Decision Making; Transportation; Technological Innovation; Technology Industry; Auto Industry; Transportation Industry; Israel
Yoffie, David B., Danielle Golan, and Nicole Tempest Keller. "Mobileye 2021: Robotaxi and/or Consumer AV?" Harvard Business School Case 721-481, June 2021.