Publications

January 2005 (Revised June 2005)
Case

Zipcar: Influencing Customer Behavior

By: Frances X. Frei and Hanna Rodriguez-Farrar

At Zipcar, customers share the use of cars and, as a result, rely on each other for their service experience. Customers are required to keep the car clean and the gas tank full and to return the car on time. Told from the perspective of two customers: Sal Fishman, who... View Details

Keywords: Information Technology; Governance Controls; Behavior; Service Delivery; Service Operations; Consumer Behavior; Leasing; Transportation Industry; Service Industry; United States

March 2006
Background Note

Influencing Customer Behavior in Service Operations

By: Frances X. Frei and Amy C. Edmondson

Explores ways in which service firms can influence the behavior of their customers. Drawing from research on employee motivation and applying it to customer motivation, the note describes two levels of managerial control: instrumental control, which shapes behavior... View Details

Keywords: Customers; Governance Controls; Consumer Behavior; Service Operations; Emotions; Motivation and Incentives; Power and Influence; Service Industry

2002
Working Paper

Control Systems for Customer Behavior

By: Frances X. Frei, Amy C. Edmondson and Corey Hajim

July 2007 (Revised April 2008)
Teaching Note

Zipcar: Influencing Customer Behavior (TN)

By: Frances X. Frei

Keywords: Customers; Behavior; Transportation Industry

2014
Other Teaching and Training Material

Marketing Reading: Creating Customer Value

By: Sunil Gupta

This Reading explores how firms can create value for their customers. The goal of any business is to delight customers by understanding its customers' needs and to provide products and services to meet those needs. As a result, it is critical to understand what... View Details

Keywords: Consumer Behavior; Consumer Marketing; Customer Experience; Network Effects; Service Profit Chain; Total Customer Value

October 1992
Article

Segmenting Industrial Customers by Buyer Behavior

By: V. K. Rangan, R. T. Moriarty Jr. and G. Swartz

Keywords: Consumer Behavior; Customers

11 Mar 2015
News

How Self-Service Kiosks Are Changing Customer Behavior

May 2021
Simulation

Customer Compatibility Exercise Application

By: Ryan W. Buell

Customers impose considerable variability on the operating systems of service organizations. They show up when they wish (arrival variability), they ask for different things (request variability), they vary in their willingness and ability to help themselves (effort... View Details

Keywords: Customer Compatibility; Customer Relationship Management; Strategy; Service Operations; Service Delivery; Performance Efficiency; Analysis; Consumer Behavior; Analytics and Data Science

September 2015 (Revised March 2025)
Technical Note

FIELD Global Capstone: Developing Customer Empathy

By: Jill Avery

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

March–April 2019
Article

Operational Transparency: Make Your Processes Visible to Customers and Your Customers Visible to Employees

By: Ryan W. Buell

Conventional wisdom holds that the more contact an operation has with its customers, the less efficiently it will run. But when customers are partitioned away from the operation, they are less likely to fully understand and appreciate the work going on behind the... View Details

Keywords: Operational Transparency; Customers; Services; Operations; Customer Focus and Relationships; Employees; Customer Satisfaction; Behavior; Service Industry

2023
Working Paper

The Customer Journey as a Source of Information

By: Nicolas Padilla, Eva Ascarza and Oded Netzer

In the face of heightened data privacy concerns and diminishing third-party data access, firms are placing increased emphasis on first-party data (1PD) for marketing decisions. However, in environments with infrequent purchases, reliance on past purchases 1PD... View Details

Keywords: Customer Journey; Privacy; Consumer Behavior; Analytics and Data Science; AI and Machine Learning; Customer Focus and Relationships

Read Now

Research Summary

Customer Intelligence

Data and Reality Mining for Business Applications
Business Value of Social Networks
Customer Behavior Patterns
Analitical Customer Relationship Management

View Details

March 13, 2023
Article

Sales Teams Need to Stop Focusing on the Customer Funnel

By: Frank V. Cespedes

Understanding where customers are, how they navigate streams in your market, and how to interact with them in a given stream is now central to crafting a good customer experience, and that has implications. Among other things, companies need to shift from thinking... View Details

Keywords: Customer Experience; Customer Value and Value Chain; Customer Relationship Management; Consumer Behavior

Register to Read

March 2021 (Revised September 2021)
Case

Applied: Using Behavioral Science to Debias Hiring

By: Ashley Whillans and Jeff Polzer

The UK government’s Behavioural Insights Team (BIT) needed to hire a new associate and were trying to increase the diversity of their job candidates. This decision was based on academic research showing that recruiters and managers often fell into common traps like... View Details

Keywords: Hiring; Bias; Behavioral Science; Selection and Staffing; Diversity; Prejudice and Bias; Information Technology; Recruitment

February 2015 (Revised September 2016)
Teaching Note

Making stickK Stick: The Business of Behavioral Economics

By: Leslie K. John and Michael Norton

Email mking@hbs.edu for a courtesy copy.

This Teaching Note explains the theory of the case and teaching plan for the case: Making sticK Stick: The Business of Behavioral Economics (514019). The case focuses on a... View Details

Keywords: Behavioral Economics; Behavior Change; B2B Vs. B2C; Human Resource Management; Marketing Of Innovations; Health ＆ Wellness; Weight Loss; Charitable Giving; Marketing; Consumer Behavior; Entrepreneurship; Internet and the Web; Health; Business Model; Sales; Human Resources; Health Industry; United States

May–June 2023
Article

Need for Speed: The Impact of In-Process Delays on Customer Behavior in Online Retail

By: Santiago Gallino, Nil Karacaoglu and Antonio Moreno

The impact of delays has been widely studied in various offline services. The focus of this study is online services, and we explore the impact of in-process delays—measured by website speed—on customer behavior. We leverage novel retail and website speed data to... View Details

Keywords: Online Retail; Quasi-experiments; Abandonment; Synthetic Control; E-commerce; Internet and the Web; Consumer Behavior; Policy; Retail Industry

Article

The Cost Structure, Customer Profitability, and Retention Implications of Self-Service Distribution Channels: Evidence from Customer Behavior in an Online Banking Channel

By: Dennis Campbell and Frances X. Frei

This paper uses the context of online banking to investigate the consequences of employing self-service distribution channels to alter customer interactions with the firm. Using a sample of retail banking customers observed over a 30-month period at a large U.S. bank,... View Details

Keywords: Cost; Service Operations; Distribution Channels; Consumer Behavior; Internet and the Web; Banks and Banking; Technology Adoption; Service Delivery; Market Transactions; Market Participation; Profit; Retail Industry; Banking Industry; United States

Research Summary

Understanding Customers

In conventional business case studies, protagonists almost never have the option of stepping back to seek a new understanding of the customer. But to be effective in practice, managers need both the self-assurance and ability to initiate and pursue, with rigor and... View Details

March 2020
Article

The Role of Numbers in the Customer Journey

By: Shelle Santana, Manoj Thomas and Vicki Morwitz

At each stage in customers’ journeys, they encounter different types of numeric information that they process using different judgment strategies. Relevant numbers might include budgets, price, product attributes, product counts, product ratings, numbers in brand... View Details

Keywords: Numbers; Heuristics; Numerical Cognition; Pricing; Customer Journey; Information; Consumer Behavior