Publications

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January 2024 (Revised February 2024)
Exercise

Travelogo: Understanding Customer Journeys

By: Eva Ascarza, Nicolas Padilla and Oded Netzer

In late May 2023, Sarah Merino, the newly appointed manager of the Customer Insights group at Travelogo—an online travel booking platform—initiates a comprehensive analysis of clickstream data to understand the varied behaviors and needs of their users. In preparation... View Details

Keywords: Customer Relationship Management; Analysis; Analytics and Data Science; Marketing Strategy; Segmentation; Consumer Behavior; Travel Industry; United States

May 1999
Background Note

Note on Behavioral Pricing

By: John T. Gourville

The note introduces the behavioral or psychological aspects of consumer price acceptance. Begins by reviewing the traditional economic approach to product pricing and consumer price acceptance--namely, that consumers should be willing to purchase anytime a product's... View Details

Keywords: Customer Satisfaction; Decisions; Fairness; Price; Marketing Strategy; Behavior; Perspective; Public Opinion

Educators

June 2018
Article

Personal and Social Usage: The Origins of Active Customers and Ways to Keep Them Engaged

By: Clarence Lee, Elie Ofek and Thomas Steenburgh

We study how digital service firms can develop an active customer base, focusing on two questions. First, how does the way that customers use the service postadoption to meet their own needs (personal usage) and to interact with one another (social usage) vary across... View Details

Keywords: Customer Engagement; Adoption Routes; Word-of-Mouth; Digital Marketing; Bayesian Estimation; Customers; Communication; Consumer Behavior; Marketing; Internet and the Web; Analytics and Data Science

2013
Working Paper

Where do the Most Active Customers Originate and How Can Firms Keep Them Engaged?

By: Clarence Lee, E. Ofek and Thomas Steenburgh

In this paper, we study how firms offering Web services can acquire and develop an active customer base. We focus on two basic questions. First, how does the method of customer acquisition affect the way customers use the service to meet their own needs and to interact... View Details

Keywords: Customer Engagement; Adoption Routes; Hidden Markov Models; Search; Word-of-Mouth; Digital Media; Customer Relationship Management; Internet and the Web; Mathematical Methods; Consumer Behavior; Entrepreneurship; Marketing Reference Programs; Web Services Industry

Forthcoming
Article

Mitigating the Negative Effects of Customer Anxiety Through Access to Human Contact

By: Michelle A. Kinch and Ryan W. Buell

Prior research in social psychology has shown that when people feel anxious, they seek advice from others. However, companies that operate in high-anxiety settings (like financial services, health care, and education) are increasingly deploying self-service... View Details

Keywords: Anxiety; Self-service; Empirical Operations; Behavioral Operations; Communication Technology; Behavior; Customer Focus and Relationships; Trust; Satisfaction; Financial Services Industry

August 1995 (Revised January 1997)
Exercise

Consumer Behavior Exercise (E)

By: John A. Deighton and Susan M. Fournier

Students are instructed to interview a recent purchaser of a high-involvement product or service in depth about his/her ownership and usage experiences. The exercise provides students with first-hand understanding of important concepts in consumption domain (e.g.,... View Details

Keywords: Consumer Behavior

August 1995 (Revised January 1997)
Exercise

Consumer Behavior Exercise (F)

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 ownership and usage experiences. The exercise provides students with first-hand understanding of important concepts in consumption... View Details

Keywords: Consumer Behavior

August 1995 (Revised January 1997)
Exercise

Consumer Behavior Exercise (D)

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 ownership and usage experiences. The exercise provides students with first-hand understanding of important concepts in consumption domain (e.g.,... View Details

Keywords: Consumer Behavior

01 May 2003
News

Customer Management

Keywords: Robert S. Kaplan, David P. Norton

February 2007
Case

Behavioral Finance at JP Morgan

By: Malcolm P. Baker and Aldo Sesia

Following a successful model in Europe, JP Morgan has introduced a set of five U.S. retail mutual funds with an investment philosophy and marketing strategy grounded in behavioral finance. The asset management group believes that understanding investor biases like... View Details

Keywords: Banks and Banking; Investment Funds; Behavioral Finance; Competitive Advantage; Asset Management; Marketing Strategy; Product Marketing; Customer Focus and Relationships; Banking Industry; Financial Services Industry; United States; Europe

Educators

Research Summary

Overview

By: Ryan W. Buell

From creating flight itineraries online, to interacting with tellers to complete complex banking transactions, to engaging with the government to address civic problems, customers are playing an increasingly vital role in the performance of operations in a broadening... View Details

August 2023
Background Note

Pricing and Customer Psychology

By: Elie Ofek

This note provides an overview of how psychological principles may be used as part of a seller’s pricing strategy. The note defines the concept of psychological pricing and explains the motivations for firms to engage in it. Prominent practices and tactics, with... View Details

Keywords: Price; Marketing Strategy; Consumer Behavior

Educators

February 2024 (Revised February 2024)
Teaching Note

Travelogo: Understanding Customer Journeys

By: Eva Ascarza and Ta-Wei Huang

Teaching Note for HBS Exercise 524-044. The exercise aims to teach students about 1) Customer Segmentation; and 2) constructing buying personas, 3) Get actionable insights from clickstream data. View Details

Keywords: Customer Relationship Management; Analysis; Analytics and Data Science; Marketing Strategy; Segmentation; Consumer Behavior; Travel Industry; United States

Article

Are Self-service Customers Satisfied or Stuck?

By: Ryan W. Buell, Dennis Campbell and Frances X. Frei

This paper investigates the impact of self-service technology (SST) usage on customer satisfaction and retention. Specifically, we disentangle the distinct effects of satisfaction and switching costs as drivers of retention among self-service customers. Our empirical... View Details

Keywords: Service Delivery; Information Technology; Customer Satisfaction; Competition; Cost; Banks and Banking; Behavior; Market Transactions; Management Analysis, Tools, and Techniques

16 Feb 2010
Research & Ideas

The Outside-In Approach to Customer Service

their culture so that some of these ideas begin to permeate and shape the behaviors and actions of their employees. Level 4: At level 4, firms become agnostic about whether they produce all the inputs they provide to their View Details

Keywords: by Sarah Jane Gilbert; Consumer Products

16 Jan 2006
Research & Ideas

What Customers Want from Your Products

Marketers have lost the forest for the trees, focusing too much on creating products for narrow demographic segments rather than satisfying needs. Customers want to "hire" a product to do a job, or, as legendary Harvard Business... View Details

Keywords: by Clayton M. Christensen, Scott Cook & Taddy Hall; Consumer Products

June 2016
Teaching Note

Filene's Basement: Inside a Fired Customer's Relationship

By: Jill Avery and Susan Fournier

How, in a business climate in which building relationships with customers has dominated both managerial thought and marketing budgets, could Filene's Basement have fired a loyal customer, one who was formally and informally recognized as a best customer? This case... View Details

Keywords: CRM; Customer Profitability Analysis; Customer Lifetime Value; Consumer Behavior; Marketing; Marketing Strategy; Customer Focus and Relationships; Brands and Branding; Customer Relationship Management; Retail Industry; United States