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What's in a “Name”? Impact of Use of Customer Information in E-Mail Advertisements

Author

Listed:
  • Sunil Wattal

    (Fox School of Business, Temple University, Philadelphia, Pennsylvania 19122)

  • Rahul Telang

    (Heinz College, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213)

  • Tridas Mukhopadhyay

    (Tepper School of Business, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213)

  • Peter Boatwright

    (Tepper School of Business, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213)

Abstract

In this study, we examine how consumers respond to firms' use of two types of information for personalization: product preferences and name. We collect a unique data set of over 10 million e-mail advertisements sent by a website to over 600,000 customers who could buy the advertised products from the online merchant. We estimate a two-stage hierarchical model using Bayesian analysis to account for observable and unobservable consumer heterogeneity. Our analysis suggests several interesting results regarding consumers' responses to firms' use of information. When firms use product-based personalization (where the use of information is not explicitly mentioned), consumers respond positively. On the other hand, consumers respond negatively when firms are explicit in their use of personally identifiable information (i.e., a personalized greeting). We also find that negative responses to personalized greetings are moderated by consumers' familiarity with firms. The main contribution of this study is that it not only indicates the economic benefits of personalization in e-mails but also highlights consumers' concerns over the use of information in personalization.

Suggested Citation

  • Sunil Wattal & Rahul Telang & Tridas Mukhopadhyay & Peter Boatwright, 2012. "What's in a “Name”? Impact of Use of Customer Information in E-Mail Advertisements," Information Systems Research, INFORMS, vol. 23(3-part-1), pages 679-697, September.
  • Handle: RePEc:inm:orisre:v:23:y:2012:i:3-part-1:p:679-697
    DOI: 10.1287/isre.1110.0384
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    1. Bertrand, Marianne & Karlan, Dean S. & Mullainathan, Sendhil & Shafir, Eldar & Zinman, Jonathan, 2005. "What's Psychology Worth? A Field Experiment in the Consumer Credit Market," Center Discussion Papers 28441, Yale University, Economic Growth Center.
    2. Greg Shaffer & Z. John Zhang, 1995. "Competitive Coupon Targeting," Marketing Science, INFORMS, vol. 14(4), pages 395-416.
    3. Pei-Yu (Sharon) Chen & Lorin M. Hitt, 2002. "Measuring Switching Costs and the Determinants of Customer Retention in Internet-Enabled Businesses: A Study of the Online Brokerage Industry," Information Systems Research, INFORMS, vol. 13(3), pages 255-274, September.
    4. Rajiv Dewan & Bing Jing & Abraham Seidmann, 2003. "Product Customization and Price Competition on the Internet," Management Science, INFORMS, vol. 49(8), pages 1055-1070, August.
    5. Marianne Bertrand & Dean Karlan & Sendhil Mullainathan & Eldar Shafir & Jonathan Zinman, 2010. "What's Advertising Content Worth? Evidence from a Consumer Credit Marketing Field Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 263-306.
    6. Gefen, David, 2000. "E-commerce: the role of familiarity and trust," Omega, Elsevier, vol. 28(6), pages 725-737, December.
    7. Howard, Daniel J & Gengler, Charles & Jain, Ambuj, 1995. "What's in a Name? A Complimentary Means of Persuasion," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 22(2), pages 200-211, September.
    8. Philip Heidelberger & Peter D. Welch, 1983. "Simulation Run Length Control in the Presence of an Initial Transient," Operations Research, INFORMS, vol. 31(6), pages 1109-1144, December.
    9. Peter E. Rossi & Robert E. McCulloch & Greg M. Allenby, 1996. "The Value of Purchase History Data in Target Marketing," Marketing Science, INFORMS, vol. 15(4), pages 321-340.
    10. Füsun Gönül & Kannan Srinivasan, 1993. "Modeling Multiple Sources of Heterogeneity in Multinomial Logit Models: Methodological and Managerial Issues," Marketing Science, INFORMS, vol. 12(3), pages 213-229.
    11. Tamara Dinev & Paul Hart, 2006. "An Extended Privacy Calculus Model for E-Commerce Transactions," Information Systems Research, INFORMS, vol. 17(1), pages 61-80, March.
    12. Naresh K. Malhotra & Sung S. Kim & James Agarwal, 2004. "Internet Users' Information Privacy Concerns (IUIPC): The Construct, the Scale, and a Causal Model," Information Systems Research, INFORMS, vol. 15(4), pages 336-355, December.
    13. Yuxin Chen & Chakravarthi Narasimhan & Z. John Zhang, 2001. "Individual Marketing with Imperfect Targetability," Marketing Science, INFORMS, vol. 20(1), pages 23-41, November.
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    Cited by:

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    2. Burtch, Gordon & Ghose, Anindya & Wattal, Sunil, 2015. "The hidden cost of accommodating crowdfunder privacy preferences: a randomized field experiment," Journal of Financial Perspectives, EY Global FS Institute, vol. 3(3), pages 138-154.
    3. Paul Belleflamme & Wing Man Wynne Lam & Wouter Vergote, 2019. "Competitive Imperfect Price Discrimination and Market Power," CESifo Working Paper Series 7964, CESifo.
    4. Li, T., 2018. "Digital Traces: Personalization and Privacy," ERIM Inaugural Address Series Research in Management 108848, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam..
    5. Ben C. F. Choi & Zhenhui (Jack) Jiang & Bo Xiao & Sung S. Kim, 2015. "Embarrassing Exposures in Online Social Networks: An Integrated Perspective of Privacy Invasion and Relationship Bonding," Information Systems Research, INFORMS, vol. 26(4), pages 675-694, December.
    6. Nathan M. Fong, 2017. "How Targeting Affects Customer Search: A Field Experiment," Management Science, INFORMS, vol. 63(7), pages 2353-2364, July.

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