Publications

February 2025
Article

Improving Customer Compatibility with Tradeoff Transparency

By: Ryan W. Buell and MoonSoo Choi

Through a large-scale field experiment with 393,036 customers considering opening a credit card account with a nationwide retail bank, we investigate how providing transparency into an offering’s tradeoffs affects subsequent rates of customer acquisition and long-run... View Details

Keywords: Transparency; Customer Selection; Customer Compatibility; Retention; Service Operations; Service Delivery; Marketing Strategy; Marketing Communications; Customer Focus and Relationships; Customer Satisfaction; Banking Industry; Australia

2011
Book

The Ultimate Question 2.0: How Net Promoter Companies Thrive in a Customer-Driven World

By: Fred Reichheld and Rob Markey

Defines the fundamental concept of Net Promoter, explaining its connection to your company’s growth and sustained success.
*Presents the closed-loop feedback process and demonstrates its power to energize employees and delight customers.
*Shares new and... View Details

Keywords: Customer Centric Initiative; Customer Defection; Customer Engagement; Customer Experience; Customer Focused Organization; Customer Focus and Relationships; Customer Satisfaction; Customer Value and Value Chain; Network Effects

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

October 2012
Article

Target the Right Market

By: Jill Avery and Thomas Steenburgh

SparkPlace is a two-year-old business with a hot new product: software that manages and measures the effectiveness of permission-based marketing campaigns for social media. The company is in the process of deciding on which of two customer segments to focus its... View Details

Keywords: Marketing; Market Segmentation; Customer Defection; Customer Lifetime Value; Customer Relationship Management; CRM; Market Segmentation And Target Market Selection; Marketing Strategy; Product Marketing; Customer Focus and Relationships; Customer Value and Value Chain; Technology Industry; United States

Read Now

Fall 2016
Article

How Do Customers Respond to Increased Service Quality Competition?

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

When does increased service quality competition lead to customer defection, and which customers are most likely to defect? Our empirical analysis of 82,235 customers exploits the varying competitive dynamics in 644 geographically isolated markets in which a nationwide... View Details

Keywords: Service Quality Competition; Retail Banks; Empirical Operations; Retention; Service Operations; Quality; Competition; Banking Industry; United States

01 Mar 2004
What Do You Think?

Are Customer Loyalty Initiatives Worth the Investment?

this, we should make our services "sticky," tailor offerings to the needs of desired customers, detect and preempt customer defections through special deals, and "bond" with View Details

Keywords: by James Heskett

September–October 2020
Article

Managing Churn to Maximize Profits

By: Aurelie Lemmens and Sunil Gupta

Customer defection threatens many industries, prompting companies to deploy targeted, proactive customer retention programs and offers. A conventional approach has been to target customers either based on their predicted churn probability or their responsiveness to a... View Details

Keywords: Churn Management; Defection Prediction; Loss Function; Stochastic Gradient Boosting; Customer Relationship Management; Consumer Behavior; Profit

SSRN

2019
Working Paper

Managing Churn to Maximize Profits

By: Aurelie Lemmens and Sunil Gupta

Customer defection threatens many industries, prompting companies to deploy targeted, proactive customer retention programs and offers. A conventional approach has been to target customers either based on their predicted churn probability, or their responsiveness to a... View Details

Keywords: Churn Management; Defection Prediction; Loss Function; Stochastic Gradient Boosting; Customer Relationship Management; Consumer Behavior; Profit

SSRN

Read Now

24 May 2017
News

J.Crew Boss Mickey Drexler Confesses: I Didn’t Get the Web

December 2005 (Revised October 2006)
Case

Pharmacy Service Improvement at CVS (A)

CVS's retail pharmacy operations are functioning poorly and dissatisfying customers. Many customers are defecting as a result. A pharmacy service improvement team has documented the current prescription fulfillment process, its exception rates, and the problems... View Details

Keywords: Information Technology; Performance Improvement; Business Processes; Retail Industry; Pharmaceutical Industry; United States

Educators

10 Oct 2013
Working Paper Summaries

Managing Churn to Maximize Profits

Keywords: by Aurélie Lemmens & Sunil Gupta; Retail

30 Oct 2017
News

Could a CVS-Aetna deal actually benefit consumers?

February 2000 (Revised September 2002)
Case

Forever: De Beers and U.S. Antitrust Law

By: Debora L. Spar and Jennifer Burns

For over a century, the international diamond market has been dominated by one of the most successful cartels on earth. Run by the legendary De Beers Corp., the cartel has managed to keep diamond prices increasing and to prevent the defection that dooms most other... View Details

Keywords: Lawfulness; Monopoly; Luxury; Business and Government Relations; Consumer Products Industry; Mining Industry; Africa; United States

Educators

March 2024 (Revised April 2024)
Case

“The Wheels on the Bus” Go Electric: Highland Electric Fleets and Partners

By: Rosabeth M. Kanter and Jacob A. Small

Founder Duncan McIntyre developed an innovative service-based business to electrify transportation fleets for school districts and scale through public-private partnerships while contributing to climate change solutions. The case covers the rationale for electric... View Details

Keywords: Climate Change; Leadership; Growth Management; Supply Chain; Business and Stakeholder Relations; Innovation Leadership; Transportation Industry; United States; Canada

Educators

September – October 2010
Article

The Effect of Product Variety and Inventory Levels on Retail Sales: A Longitudinal Study

By: Zeynep Ton and Ananth Raman

We examine the effects of product variety and inventory levels on store sales. Using four years of data from stores of a large retailer, we show that increases in product variety and inventory levels are both associated with higher sales. We also show that increasing... View Details

Keywords: Buildings and Facilities; Design; Logistics; Product; Quality; Sales; Retail Industry

April 2024
Teaching Note

'The Wheels on the Bus' Go Electric: Highland Electric Fleets and Partners

By: Rosabeth Moss Kanter and Jacob A. Small

Teaching Note for HBS Case No. 324-107. Founder Duncan McIntyre developed an innovative service-based business to electrify transportation fleets for school districts and scale through public-private partnerships while contributing to climate change solutions. The case... View Details

Keywords: Climate Change; Leadership; Growth Management; Supply Chain; Business and Stakeholder Relations; Innovation Leadership; Transportation Industry; United States; Canada