consumer behavior - Publications - Faculty & Research - Harvard Business School

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Forthcoming
Article

Serving with a Smile on Airbnb: Analyzing the Economic Returns and Behavioral Underpinnings of the Host’s Smile

By: Shunyuan Zhang, Elizabeth Friedman, Kannan Srinivasan, Ravi Dhar and Xupin Zhang

Non-informational cues, such as facial expressions, can significantly influence judgments and interpersonal impressions. While past research has explored how smiling affects business outcomes in offline or in-store contexts, relatively less is known about how smiling... View Details

Keywords: Sharing Economy; Airbnb; Image Feature Extraction; Machine Learning; Facial Expressions; Prejudice and Bias; Nonverbal Communication; E-commerce; Consumer Behavior; Perception

April 2011
Case

Porcini's Pronto: "Great Italian cuisine without the wait!"

By: James L. Heskett and Richard Luecke

Porcini's Inc. operates a chain of 23 full-service restaurants located near shopping malls and downtown areas in the northeastern United States. Known for providing excellent service, Porcini's serves high-quality Italian cuisine made from fresh ingredients. Looking... View Details

July 2019
Article

Using Behavioral Science to Inform the Design of Sugary Drink Portion Limit Policies: Reply to Wilson and Stolarz-Fantino (2018)

By: Leslie John, Grant E. Donnelly and Christina A. Roberto

In their commentary, Wilson & Stolarz-Fantino argue that specific design features of our research mean that it cannot have policy implications and that researchers “need to consider profit maximization in menu design or studies are likely to suggest ill-informed... View Details

Keywords: Policy Implementation; Food; Governing Rules, Regulations, and Reforms; Policy

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August 2016 (Revised July 2017)
Background Note

Brand Portfolio Strategy and Brand Architecture

While companies choose to brand their products and services in many different ways, there are some central tenets that help define an optimal brand portfolio and associated brand architecture. Brand portfolio strategy involves the design, deployment, and management of... View Details

Keywords: Brand Management; Brand Portfolio; Brand Extension; Brand Portfolio Strategy; Brand Architecture; Consumer Behavior; Marketing; Brands and Branding; Marketing Strategy

2010
Other Unpublished Work

God, Government and Outsiders: The Influence of Religious Beliefs on Depositor Behavior in an Emerging Market.

By: Ayesha K. Khan and Tarun Khanna

This paper provides evidence that religious beliefs can have a significant impact on individual financial choices. Using proprietary panel data on the distribution of bank deposits across all commercial banks in Pakistan over a 33-month period, I find that Islamic... View Details

Keywords: Decision Choices and Conditions; Commercial Banking; Cross-Cultural and Cross-Border Issues; Consumer Behavior; Emerging Markets; Religion; Banking Industry; Pakistan

Article

Believe Me, I Have No Idea What I Am Talking About: The Effects of Source Certainty on Consumer Involvement and Persuasion

By: Uma R. Karmarkar and Zakary L. Tormala

This research explores the effect of source certainty-that is, the level of certainty expressed by a message source-on persuasion. The authors propose an incongruity hypothesis, suggesting that source certainty effects depend on perceived source expertise. In three... View Details

Keywords: Research; Experience and Expertise; Risk and Uncertainty; Consumer Behavior; Performance Expectations; Interests; Power and Influence

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2012
Chapter

Banking on Consumer Credit: Explaining Patterns of Household Borrowing in the United States and France

By: J. Gunnar Trumbull

Keywords: Credit; Commercial Banking; Personal Finance; Borrowing and Debt; Financing and Loans; Consumer Behavior; Banking Industry; United States; France

June 2019
Article

Brokers vs. Retail Investors: Conflicting Interests and Dominated Products

I study how brokers distort household investment decisions. Using a novel convertible bond dataset, I find that consumers often purchase dominated bonds—cheap and expensive versions of otherwise identical bonds coexist in the market. The empirical evidence suggests... View Details

Keywords: Brokers; Fiduciary Standard; Consumer Finance; Structured Products; Household; Investment; Decisions; Motivation and Incentives; Conflict of Interests

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June 2024
Article

Inflation with COVID Consumption Baskets

By: Alberto Cavallo

The Covid-19 pandemic led to changes in expenditure patterns that introduced significant bias in the measurement of Consumer Price Index (CPI) inflation. Using publicly-available data on card transactions, I updated the official CPI weights and re-calculated inflation... View Details

Keywords: COVID; Consumer Expenditures; CPI; Inflation; Consumer Behavior; Inflation and Deflation; Health Pandemics

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2019
Working Paper

Large-Scale Demand Estimation with Search Data

By: Tomomichi Amano, Andrew Rhodes and Stephan Seiler

In many online markets, traditional methods of demand estimation are difficult to implement because assortments are very large and individual products are sold infrequently. At the same time, data on consumer search (i.e., browsing) behavior are often available and are... View Details

Keywords: High-dimensional Data; Demand Estimation; Consideration Sets; Consumer Search

June 2013
Supplement

Montague Corporation: Unfolding the Future in Cycling (Video Supplement)

By: Jim Sharpe

This is the Video Supplement for Montague Corporation: Unfolding the Future in Cycling (HBS Case #808087). View Details

Keywords: Entrepreneurs; Consumer Products; Innovation ＆ Entrepreneurship; Innovation; General Managers; Growth; Growth Management; International; Consumer Behavior; Marketing Channels; Founding; Channels Of Distribution; Entrepreneurship; Marketing; Leadership; Bicycle Industry; United States

January 2017
Article

Should You Sleep on It? The Effects of Overnight Sleep on Subjective Preference-based Choice

By: Uma R. Karmarkar, Baba Shiv and Rebecca M.C. Spencer

Conventional wisdom and studies of unconscious processing suggest that sleeping on a choice may improve decision-making. Though sleep has been shown to benefit several cognitive tasks, including problem solving, its impact on everyday choices remains unclear. Here we... View Details

Keywords: Decision Making; Choice; Sleep; Choice Sets; Confidence; Consumer Psychology; Consumer Preferences; Decision Choices and Conditions; Consumer Behavior

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June 2013
Supplement

Montague Corporation: Unfolding the Future in Cycling (Spreadsheet Supplement)

By: Jim Sharpe

This is the Spreadsheet Supplement for Montague Corporation: Unfolding the Future in Cycling (Case #808087). Includes Exhibit 3, Exhibit 5, Exhibit 6, and Exhibit 8. View Details

Keywords: Entrepreneurs; Consumer Products; Innovation ＆ Entrepreneurship; Innovation; General Managers; Growth; Growth Management; International; Consumer Behavior; Marketing Channels; Founding; Channels Of Distribution; Bicycles; Entrepreneurship; Marketing; Leadership; Bicycle Industry; United States

December 2020
Article

Stock Market Returns and Consumption

By: Marco Di Maggio, Amir Kermani and Kaveh Majlesi

This paper employs Swedish data containing security level information on households' stock holdings to investigate how consumption responds to changes in stock market returns. We exploit households’ portfolio weights in previous years as an instrument for actual... View Details

Keywords: Capital Gain; Dividend Income; Consumption; Near-rational Behavior; Investment Return; Household; Spending; Behavior

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March 2015 (Revised January 2020)
Case

Behavioural Insights Team (A)

By: Michael Luca and Patrick Rooney

The Behavioural Insights Team case introduces students to the concept of choice architecture and the value of experimental methods (sometimes called A/B testing) within organizational contexts. The exercise provides an opportunity for students to apply these principles... View Details

Keywords: Behavioral Economics; Experiments; Choice Architecture; Public Entrepreneurship; Decision Choices and Conditions; Consumer Behavior; Taxation; Economics; Public Administration Industry; United Kingdom

Research Summary

Overview

Hisano’s research addresses the social and cultural implications of technological development and economic changes mainly in the twentieth-century United States. By analyzing the regulation, manipulation, and presentation of food color, her current book project links... View Details

Keywords: Business History; Consumer Behavior; Agribusiness; Food And Environment; Business Strategy; Commercialization; Business And Government; Advertising; Goods and Commodities; Food; History; Government and Politics; Marketing; Business and Government Relations; Advertising Industry; Food and Beverage Industry; Chemical Industry; United States

2020
Article

How Signal Intensity of Behavioral Orientations Affects Crowdfunding Performance: The Role of Entrepreneurial Orientation in Crowdfunding Business Ventures

By: Goran Calic and Anton Shevchenko

Backers assess a crowdfunding campaign description not merely for a project’s capacity to deliver a reward, but also for the manner in which that reward is delivered. Viewed through the lens of signalling theory, crowdfunding performance depends on the signals of... View Details

Keywords: Crowdfunding; Entrepreneurial Finance; Entrepreneurship; Consumer Behavior; Communication Strategy

September 2015 (Revised March 2017)
Technical Note

FIELD Global Immersion: Developing Customer Empathy

The Design Thinking process begins with empathizing with potential customers. Empathizing, being aware of, interpreting, and understanding the thoughts of others, as well as being able to vicariously experience them oneself, requires the careful and deliberate study of... View Details

Keywords: Market Research; Design Thinking; Customer Behavior; Ethnography; Interviews; Surveys; A/B Testing; Experimentation; Marketing; Customer Focus and Relationships; Consumer Behavior; Demand and Consumers

August 26, 2009
Comment

Where Cash for Clunkers Ran Off the Road

By: John A. Quelch

Today, let us celebrate the end of an unjustifiable drain on the U.S. taxpayer: the Cash for Clunkers (C4C) program.

True, C4C greatly boosted the number of consumers visiting car dealers. Doubtless, some new cars were sold to consumers who thought they... View Details

Keywords: Government Programs; Environmental Impact; Government Waste; Customer Behavior; Economic Growth; Economy; Financial Crisis; Government and Politics; Leadership; Marketing; Programs; Value; Consumer Products Industry; Consumer Products Industry; Consumer Products Industry; United States

2023
Working Paper

Who Invests in Crypto? Wealth, Financial Constraints, and Risk Attitudes

By: Darren Aiello, Scott R. Baker, Tetyana Balyuk, Marco Di Maggio, Mark J. Johnson and Jason Kotter

We provide a first look into the drivers of household cryptocurrency investing. Analyzing consumer transaction data for millions of U.S. households, we find that, except for high income early adopters, cryptocurrency investors resemble the general population. These... View Details

Keywords: Consumer Finance; Cryptocurrency; Fintech; Inflation; Portfolio Choice; Stimulus; Consumer Behavior; Risk and Uncertainty; Investment

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