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Proactive Customer Education, Customer Retention, and Demand for Technology Support: Evidence from a Field Experiment

Author

Listed:
  • German F. Retana

    (INCAE Business School, Alajuela, Costa Rica)

  • Chris Forman

    (Georgia Institute of Technology, Scheller College of Business, Atlanta, Georgia 30308)

  • D. J. Wu

    (Georgia Institute of Technology, Scheller College of Business, Atlanta, Georgia 30308)

Abstract

Do service provider efforts to educate customers influence customer outcomes? We analyze the outcome of a field experiment executed by a major public cloud infrastructure services provider in 2011. Out of 2,673 customers who adopted the service during the experiment, 366 received a service intervention: an engagement through which the provider offered initial guidance on how to use basic features of the service. Before execution, it was unclear if this proactive customer education would have positive or negative effects on customer retention and demand for technology support. We show the treatment reduces by half the number of customers who churn from the service during the first week. Further, treated customers ask 19.55% fewer questions during the first week of their tenure than the controls. Although the treatment’s effects decay within one week, we show that such proactive customer education can have significant economic benefits for the provider. In particular, we find that treated customers increase their accumulated usage of the service by 46.57% in the eight months after sign-up. Finally, we provide evidence that the effects of the treatment are strongest among customers who have less experience with the provider.

Suggested Citation

  • German F. Retana & Chris Forman & D. J. Wu, 2016. "Proactive Customer Education, Customer Retention, and Demand for Technology Support: Evidence from a Field Experiment," Manufacturing & Service Operations Management, INFORMS, vol. 18(1), pages 34-50, February.
  • Handle: RePEc:inm:ormsom:v:18:y:2016:i:1:p:34-50
    DOI: 10.1287/msom.2015.0547
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    1. Paul Klemperer, 1995. "Competition when Consumers have Switching Costs: An Overview with Applications to Industrial Organization, Macroeconomics, and International Trade," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(4), pages 515-539.
    2. Angrist, Joshua D, 1990. "Lifetime Earnings and the Vietnam Era Draft Lottery: Evidence from Social Security Administrative Records," American Economic Review, American Economic Association, vol. 80(3), pages 313-336, June.
    3. Oualid Jouini & Yves Dallery & Zeynep Aksin, 2009. "Queueing models for full-flexible multi-class call centers with real-time anticipated delays," Post-Print hal-00565481, HAL.
    4. Praveen R. Nayyar, 1990. "Information asymmetries: A source of competitive advantage for diversified service firms," Strategic Management Journal, Wiley Blackwell, vol. 11(7), pages 513-519, November.
    5. Peter S. Fader & Bruce G. S. Hardie & Ka Lok Lee, 2005. "“Counting Your Customers” the Easy Way: An Alternative to the Pareto/NBD Model," Marketing Science, INFORMS, vol. 24(2), pages 275-284, August.
    6. Dennis Campbell & Frances Frei, 2010. "Cost Structure, Customer Profitability, and Retention Implications of Self-Service Distribution Channels: Evidence from Customer Behavior in an Online Banking Channel," Management Science, INFORMS, vol. 56(1), pages 4-24, January.
    7. Anuj Kumar & Rahul Telang, 2011. "Product Customization and Customer Service Costs: An Empirical Analysis," Manufacturing & Service Operations Management, INFORMS, vol. 13(3), pages 347-360, July.
    8. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    9. Mei Xue & Lorin M. Hitt & Patrick T. Harker, 2007. "Customer Efficiency, Channel Usage, and Firm Performance in Retail Banking," Manufacturing & Service Operations Management, INFORMS, vol. 9(4), pages 535-558, April.
    10. Bronwyn Hall & Jacques Mairesse & Laure Turner, 2007. "Identifying Age, Cohort, And Period Effects In Scientific Research Productivity: Discussion And Illustration Using Simulated And Actual Data On French Physicists," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 16(2), pages 159-177.
    11. Noah Gans & Ger Koole & Avishai Mandelbaum, 2003. "Telephone Call Centers: Tutorial, Review, and Research Prospects," Manufacturing & Service Operations Management, INFORMS, vol. 5(2), pages 79-141, September.
    12. Oualid Jouini & Zeynep Akşin & Yves Dallery, 2011. "Call Centers with Delay Information: Models and Insights," Manufacturing & Service Operations Management, INFORMS, vol. 13(4), pages 534-548, October.
    13. A. Colin Cameron & Pravin K. Trivedi, 2010. "Microeconometrics Using Stata, Revised Edition," Stata Press books, StataCorp LP, number musr, March.
    14. Jouini, Oualid & Dallery, Yves & Aksin, Zeynep, 2009. "Queueing models for full-flexible multi-class call centers with real-time anticipated delays," International Journal of Production Economics, Elsevier, vol. 120(2), pages 389-399, August.
    15. Oualid Jouini & Zeynep Aksin & Yves Dallery, 2011. "Call Centers with Delay Information: Models and Insights," Post-Print hal-00680769, HAL.
    16. Mei Xue & Lorin M. Hitt & Pei-yu Chen, 2011. "Determinants and Outcomes of Internet Banking Adoption," Management Science, INFORMS, vol. 57(2), pages 291-307, February.
    17. Vicki McKinney & Kanghyun Yoon & Fatemeh “Mariam” Zahedi, 2002. "The Measurement of Web-Customer Satisfaction: An Expectation and Disconfirmation Approach," Information Systems Research, INFORMS, vol. 13(3), pages 296-315, September.
    18. Angrist, Joshua D, 1990. "Lifetime Earnings and the Vietnam Era Draft Lottery: Evidence from Social Security Administrative Records: Errata," American Economic Review, American Economic Association, vol. 80(5), pages 1284-1286, December.
    19. Anuj Kumar & Rahul Telang, 2012. "Does the Web Reduce Customer Service Cost? Empirical Evidence from a Call Center," Information Systems Research, INFORMS, vol. 23(3-part-1), pages 721-737, September.
    20. Mario Cleves & William W. Gould & Roberto G. Gutierrez & Yulia Marchenko, 2010. "An Introduction to Survival Analysis Using Stata," Stata Press books, StataCorp LP, edition 3, number saus3, March.
    21. Mor Armony & Itai Gurvich, 2010. "When Promotions Meet Operations: Cross-Selling and Its Effect on Call Center Performance," Manufacturing & Service Operations Management, INFORMS, vol. 12(3), pages 470-488, April.
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    3. Jérémie Gallien & Alan Scheller-Wolf, 2016. "Introduction to the Special Issue on Practice-Focused Research," Manufacturing & Service Operations Management, INFORMS, vol. 18(1), pages 1-4, February.
    4. Yuqian Xu & Anindya Ghose & Binqing Xiao, 2024. "Mobile Payment Adoption: An Empirical Investigation of Alipay," Information Systems Research, INFORMS, vol. 35(2), pages 807-828, June.
    5. Rafael Marques & Rafael Teixeira & Daniel P. Lacerda & Fabio S. Piran, 2023. "Exploring outsourcing service productivity from the buyer and supplier perspective: A case analysis in the fleet maintenance industry," Operations Management Research, Springer, vol. 16(2), pages 853-867, June.
    6. Santiago Gallino & Antonio Moreno, 2018. "The Value of Fit Information in Online Retail: Evidence from a Randomized Field Experiment," Manufacturing & Service Operations Management, INFORMS, vol. 20(4), pages 767-787, October.

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