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Thematic Discrepancy Analysis: A Method to Gain Insights into Lurkers and Test for Non-Response Bias

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  • Thompson, Scott A.
  • Loveland, James M.
  • Fombelle, Paul W.

Abstract

Word of mouth (WOM), long recognized as a highly influential source of information, has taken on new importance with the proliferation of online WOM. Research in online environments has focused on individuals who actively participate in generating WOM. However, over 90% of those that read WOM are non-participants, commonly called “lurkers.” This paper develops and tests a thematic discrepancy analysis (TDA) approach that combines commonly available information on Views and Replies with content analysis to provide new insights into differences between WOM participants and lurkers. TDA provides managers with market-sensing information to identify hidden opportunities and threats, as well as to test for non-response bias. Given the lack of approaches to address non-response bias due to lurkers, TDA represents a significant contribution to research methodology. We demonstrate the efficacy of TDA by applying it to a large scale WOM dataset containing over 80,000 messages from a brand-specific online forum.

Suggested Citation

  • Thompson, Scott A. & Loveland, James M. & Fombelle, Paul W., 2014. "Thematic Discrepancy Analysis: A Method to Gain Insights into Lurkers and Test for Non-Response Bias," Journal of Interactive Marketing, Elsevier, vol. 28(1), pages 55-67.
  • Handle: RePEc:eee:joinma:v:28:y:2014:i:1:p:55-67
    DOI: 10.1016/j.intmar.2013.06.001
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    References listed on IDEAS

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    1. Susanne M. Humphrey, 1999. "Automatic indexing of documents from journal descriptors: A preliminary investigation," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 50(8), pages 661-674.
    2. Kristine de Valck & Roberts V. Kozinets & Andrea C. Wojnicki & Sarah J.S. Wilner, 2010. "Networked Narratives: Understanding Word-of-Mouth Marketing in Online Communities," Post-Print hal-00458424, HAL.
    3. Armstrong, J. Scott & Overton, Terry S., 1977. "Estimating Nonresponse Bias in Mail Surveys," MPRA Paper 81694, University Library of Munich, Germany.
    4. Muniz, Albert M, Jr & O'Guinn, Thomas C, 2001. "Brand Community," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 27(4), pages 412-432, March.
    5. David Godes & Dina Mayzlin, 2004. "Using Online Conversations to Study Word-of-Mouth Communication," Marketing Science, INFORMS, vol. 23(4), pages 545-560, June.
    6. Albert M. Muiz Jr. & Hope Jensen Schau, 2005. "Religiosity in the Abandoned Apple Newton Brand Community," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 31(4), pages 737-747, March.
    7. Xueming Luo, 2009. "Quantifying the Long-Term Impact of Negative Word of Mouth on Cash Flows and Stock Prices," Marketing Science, INFORMS, vol. 28(1), pages 148-165, 01-02.
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    Cited by:

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    2. Thompson, Scott A. & Kim, Molan & Loveland, James M. & Lacey, Russell & Castro, Iana A., 2017. "Consumer Communities Do Well, But Will They Do Good? A Study of Participation in Distributed Computing Projects," Journal of Interactive Marketing, Elsevier, vol. 37(C), pages 32-43.

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