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- Faculty Publications (98)
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- All HBS Web (193)
- Faculty Publications (98)
- June 23, 2021
- Article
Research: When A/B Testing Doesn't Tell You the Whole Story
By: Eva Ascarza
When it comes to churn prevention, marketers traditionally start by identifying which customers are most likely to churn, and then running A/B tests to determine whether a proposed retention intervention will be effective at retaining those high-risk customers. While... View Details
Keywords: Customer Retention; Churn; Targeting; Market Research; Marketing; Investment Return; Customers; Retention; Research
Ascarza, Eva. "Research: When A/B Testing Doesn't Tell You the Whole Story." Harvard Business Review Digital Articles (June 23, 2021).
- October 2001 (Revised October 2017)
- Case
Pilgrim Bank (A): Customer Profitability
By: Frances X. Frei and Dennis Campbell
Provides a context in which students can explore managerial decision making that is critically informed by data analysis. The setting is a retail bank and the decision making relates to the bank's policy toward online banking. The management team is evaluating whether... View Details
Frei, Frances X., and Dennis Campbell. "Pilgrim Bank (A): Customer Profitability." Harvard Business School Case 602-104, October 2001. (Revised October 2017.)
- 20 Dec 2022
- Op-Ed
Employee Feedback: The Key to Retention During the Great Resignation
well-being of our customers and the people we serve first”—and requires senior teams at every level to foster repeated honest conversations with lower levels about whether their unit is practicing that credo. According to recently retired... View Details
Keywords: by Michael Beer
- Article
Are Self-service Customers Satisfied or Stuck?
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
Buell, Ryan W., Dennis Campbell, and Frances X. Frei. "Are Self-service Customers Satisfied or Stuck?" Production and Operations Management 19, no. 6 (November–December 2010). (Awarded the Decision Sciences Institute Stan Hardy Award for Outstanding Paper Published during 2010 in the Field of Operations Management.)
- 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
Keywords: Service Operations; Customer Satisfaction; Customer Retention; Customer Behavior; Operational Transparency; Customer Compatibility; Engagement; Customers; Decision Making; Design; Management; Operations; Quality; Relationships; Social Psychology; Technology; Value; Banking Industry; Service Industry; Travel Industry; Web Services Industry; Retail Industry; Food and Beverage Industry
- June 2020
- Background Note
Customer Management Dynamics and Cohort Analysis
By: Elie Ofek, Barak Libai and Eitan Muller
The digital revolution has allowed companies to amass considerable amounts of data on their customers. Using this information to generate actionable insights is fast becoming a critical skill that firms must master if they wish to effectively compete and win in today’s... View Details
Keywords: Cohort Analysis; Customers; Analytics and Data Science; Segmentation; Analysis; Customer Value and Value Chain
Ofek, Elie, Barak Libai, and Eitan Muller. "Customer Management Dynamics and Cohort Analysis." Harvard Business School Background Note 520-122, June 2020.
- 14 Jul 2003
- Research & Ideas
Keeping Your Balance With Customers
strength of its partnership by striving for sole-source relationships. At all of these companies, customer retention strategies were based on providing superior service, listening to View Details
Keywords: by Robert S. Kaplan & David P. Norton
- July 2010
- Supplement
Marketing Analysis Toolkit: Customer Lifetime Value Analysis (CW)
By: Thomas J. Steenburgh and Jill Avery
Customers are increasingly being viewed as assets that bring value to the firm. Customer lifetime value is a metric which allows managers to understand the overall value of their customer base and relate it to three customer strategies firms employ: asset acquisition -... View Details
- May 2024
- Background Note
Net Revenue Retention: Unpacking the Dynamics of Customer Monetization
By: Elie Ofek, Barak Libai and Eitan Muller
Firms and investors alike are beginning to recognize the importance of tracking how revenues from existing customers are evolving over time and to appreciate the value in understanding what might explain changes in these revenues. Consequently, in addition to looking... View Details
Keywords: Customer Relationship Management; Revenue; Measurement and Metrics; Customer Value and Value Chain
Ofek, Elie, Barak Libai, and Eitan Muller. "Net Revenue Retention: Unpacking the Dynamics of Customer Monetization." Harvard Business School Background Note 524-092, May 2024.
- June 2016
- Teaching Note
HubSpot: Lower Churn through Greater CHI
By: Jill Avery, Asis Martinez Jerez and Thomas Steenburgh
HubSpot, a web marketing startup selling inbound marketing software to small- and medium-sized businesses, is under pressure from its venture capital partners to rapidly acquire new customers and to maintain a low level of customer churn. The B2B SaaS company is in the... View Details
- 2011
- Other Unpublished Work
Popularity Profiles: How Customers' Use of a Long-Tail Assortment Relates to their Service Retention
By: Anita Elberse and David A. Schweidel
Keywords: Customer Relationship Management
- 01 Mar 2004
- What Do You Think?
Are Customer Loyalty Initiatives Worth the Investment?
Summing Up This month's column presented two views of the importance of customer loyalty management, one challenging its feasibility and long-term impact (Michael Treacy, Double Digit Growth) and one concluding that it is one of the most... View Details
Keywords: by James Heskett
- 06 Jul 2020
- Research & Ideas
The Right Way to Manage Customer Churn for Maximum Profit
Focusing on retaining higher-spending customers, even if they aren’t as likely to leave, can increase the total profit a company can reap. As their research evolved, Gupta and Lemmens expanded this idea with another factor: which View Details
- January 2017 (Revised October 2021)
- Case
Delivering the Goods at Shippo
By: Jeffrey J. Bussgang, Jeffrey F. Rayport and Olivia Hull
Laura Behrens Wu, CEO of software start-up Shippo, prepares her pitch for a Series A funding round following a successful seed round. Customer adoption of Shippo’s e-commerce dashboard application, which allows small and medium retailers to compare delivery rates... View Details
Keywords: Application Program Interface; API; API Strategy; Customer Cohorts; Churn; Retention; Entrepreneurship; Venture Capital; Business Startups; Strategy; Transition; Customer Focus and Relationships; Technological Innovation; Organizational Change and Adaptation; Valuation; Shipping Industry; Technology Industry; Retail Industry; San Francisco; California; United States
Bussgang, Jeffrey J., Jeffrey F. Rayport, and Olivia Hull. "Delivering the Goods at Shippo." Harvard Business School Case 817-065, January 2017. (Revised October 2021.)
- 11 Nov 2013
- Research & Ideas
A Smarter Way to Reduce Customer Defections
Managing Churn to Maximize Profits with Aurélie Lemmens, an associate professor at the Tilburg School of Economics and Management. They propose a new method to target customers that potentially boosts a company's profits in a big way—by... View Details
- 30 Mar 2003
- Research & Ideas
How Your Employees and Customers Drive a New Value Profit Chain
recognition, and involvement of top management in the hiring and retention decisions regarding large numbers of managers. Many organizations don't know the profitability of their existing customers. Many treat all View Details
Keywords: by Manda Mahoney
- 01 Mar 2023
- News
Elevator Pitch: Spread the Wealth
Illustration by Drue Wagner Illustration by Drue Wagner Sabine Tejerina (MBA 2009) Cofounder and COO, Upstreet Concept: Launched in 2020, Upstreet makes it easier and more economical for companies to reward employees and customers with... View Details
- March 17, 2021
- Other Article
Beyond Pajamas: Sizing Up the Pandemic Shopper
By: Ayelet Israeli, Eva Ascarza and Laura Castrillo
A first look at how the COVID-19 pandemic impacted e-commerce apparel shopping in the US and the UK. Extensive analysis and interactive graphics utilizing millions of transactions.
While the pandemic is still playing out, our preliminary investigations... View Details
While the pandemic is still playing out, our preliminary investigations... View Details
Keywords: Retail; Retail Analytics; Consumer; Pandemic; COVID; COVID-19; Apparel; Ecommerce; Online Shopping; Online Apparel; Online Sales; Returns; CRM; Customer Retention; Customer Experience; Customer Value; Digital; Customer Focus and Relationships; Customers; Health Pandemics; Consumer Behavior; Customer Relationship Management; Internet and the Web; Behavior; E-commerce; Retail Industry; Apparel and Accessories Industry; Technology Industry; United States; United Kingdom
Israeli, Ayelet, Eva Ascarza, and Laura Castrillo. "Beyond Pajamas: Sizing Up the Pandemic Shopper." Harvard Business School Working Knowledge (March 17, 2021).
- February 2019 (Revised July 2019)
- Case
Sales Force Management at Nobel Ilac
By: Doug J. Chung and Gamze Yucaoglu
Nobel Ilac was a Turkish generic pharmaceutical company marketing more than 100 drugs in 20 countries and, as of 2017, had over 2,500 employees worldwide. Nobel had implemented a transformation strategy—more specifically, a customer segmentation plan—whereby the sales... View Details
Keywords: Sales Strategy; Compensation; Employee Retention; Recruiting; Pharmaceuticals; Salesforce Management; Strategy; Organizational Design; Human Resources; Compensation and Benefits; Employees; Retention; Recruitment; Pharmaceutical Industry; Turkey
Chung, Doug J., and Gamze Yucaoglu. "Sales Force Management at Nobel Ilac." Harvard Business School Case 519-067, February 2019. (Revised July 2019.)
- July–August 2013
- Article
A Joint Model of Usage and Churn in Contractual Settings
By: Eva Ascarza and Bruce G.S. Hardie
As firms become more customer-centric, concepts such as customer equity come to the fore. Any serious attempt to quantify customer equity requires modeling techniques that can provide accurate multiperiod forecasts of customer behavior. Although a number of researchers... View Details
Keywords: Churn; Retention; Contractual Settings; Access Services; Hidden Markov Models; RFM; Latent Variable Models; Customer Value and Value Chain; Consumer Behavior
Ascarza, Eva, and Bruce G.S. Hardie. "A Joint Model of Usage and Churn in Contractual Settings." Marketing Science 32, no. 4 (July–August 2013): 570–590.