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Publications

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  • All HBS Web  (62)
    • Faculty Publications  (14)

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    • All HBS Web  (62)
      • Faculty Publications  (14)

      Customer DefectionRemove Customer Defection →

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      • 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
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      Buell, Ryan W., and MoonSoo Choi. "Improving Customer Compatibility with Tradeoff Transparency." Management Science 71, no. 2 (February 2025): 1335–1355.
      • 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
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      Kanter, Rosabeth Moss, and Jacob A. Small. "'The Wheels on the Bus' Go Electric: Highland Electric Fleets and Partners." Harvard Business School Teaching Note 324-129, April 2024.
      • 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
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      Kanter, Rosabeth M., and Jacob A. Small. "'The Wheels on the Bus' Go Electric: Highland Electric Fleets and Partners." Harvard Business School Case 324-107, March 2024. (Revised April 2024.)
      • December 2022
      • Article

      I Don't 'Recall': The Decision to Delay Innovation Launch to Avoid Costly Product Failure

      By: Byungyeon Kim, Oded Koenigsberg and Elie Ofek
      Innovations embody novel features or cutting-edge components aimed at delivering desired customer benefits. Oftentimes, however, we observe the need to recall new products shortly after their introduction. Indeed, a firm may rush an innovation to market in an attempt... View Details
      Keywords: Innovation Management; Innovation And Strategy; Product Development Strategy; Product Introduction; Quality Control; Product Recalls; Game Theory; Market Timing; Innovation Strategy; Product Launch; Product Development
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      Kim, Byungyeon, Oded Koenigsberg, and Elie Ofek. "I Don't 'Recall': The Decision to Delay Innovation Launch to Avoid Costly Product Failure." Management Science 68, no. 12 (December 2022): 8889–8908.
      • 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
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      Lemmens, Aurelie, and Sunil Gupta. "Managing Churn to Maximize Profits." Marketing Science 39, no. 5 (September–October 2020): 956–973.
      • 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
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      Buell, Ryan W., Dennis Campbell, and Frances X. Frei. "How Do Customers Respond to Increased Service Quality Competition?" Manufacturing & Service Operations Management 18, no. 4 (Fall 2016): 585–607.
      • 2013
      • Tool

      Harvard Business Review's Go to Market Tools: Customer Lifetime Value

      By: Thomas Steenburgh and Jill Avery
      How much are your customers worth? Has your marketing budget been slashed? Need to figure out the best place to invest your time and effort to reach your growth target? HBR's Go to Market Tool helps calculate your customer's lifetime value, allowing you to prioritize... View Details
      Keywords: Quantitative Analysis; Tools; Customer Lifetime Value; Customer Defection; CRM; Customer Relationship Management; Marketing; Marketing Strategy; Customer Focus and Relationships
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      Steenburgh, Thomas, and Jill Avery. Harvard Business Review's Go to Market Tools: Customer Lifetime Value. Tool. Harvard Business Review Press, 2013. Electronic.
      • 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
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      Lemmens, Aurelie, and Sunil Gupta. "Managing Churn to Maximize Profits." Harvard Business School Working Paper, No. 14-020, September 2013. (Revised December 2019. Forthcoming at Marketing Science.)
      • 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
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      Avery, Jill, and Thomas Steenburgh. "Target the Right Market." Harvard Business Review 90, no. 10 (October 2012): 119–123.
      • 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
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      Reichheld, Fred, and Rob Markey. The Ultimate Question 2.0: How Net Promoter Companies Thrive in a Customer-Driven World. Boston, MA: Harvard Business Review Press, 2011.
      • 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
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      Ton, Zeynep, and Ananth Raman. "The Effect of Product Variety and Inventory Levels on Retail Sales: A Longitudinal Study." Production and Operations Management 19, no. 5 (September–October 2010): 546–560.
      • 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
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      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.)
      • 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
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      Spar, Debora L., and Jennifer Burns. "Forever: De Beers and U.S. Antitrust Law." Harvard Business School Case 700-082, February 2000. (Revised September 2002.)
      • November–December 1995
      • Article

      Why Satisfied Customers Defect

      By: T. O. Jones and W. E. Sasser Jr.
      Keywords: Customers
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      Jones, T. O., and W. E. Sasser Jr. "Why Satisfied Customers Defect." Harvard Business Review 73, no. 6 (November–December 1995).
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