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Choosing between hotels: impact of bimodal rating summary statistics and maximizing behavioral tendency

Author

Listed:
  • Ludovik Coba

    (Free University of Bozen-Bolzano)

  • Laurens Rook

    (Delft University of Technology)

  • Markus Zanker

    (Free University of Bozen-Bolzano)

Abstract

Rating summary statistics are basic aggregations that reflect users’ assessments of experienced products and services in numerical form. Thus far, scholars primarily investigated textual reviews, but dedicated considerably less time and effort exploring the potential impact of plain rating summary statistics on people’s choice behavior. Notwithstanding their fundamental nature, however, rating summary statistics also are relevant to electronic commerce in general, and to e-tourism in particular. In this work, we attempted to fill this void, by exploring the effects of different types of rating attributes (the mean rating value, the overall number of ratings, and the bimodality of rating distributions) on hotel choice behavior. We also investigated whether individual differences in the cause of people’s maximizing behavioral tendency moderated the effect of rating summary statistics on hotel choice behavior. Results of an eye-tracked conjoint experiment show that people’s high or low on decision difficulty as the cause of maximization determined whether and how rating summary statistics have an impact on the choice between hotels. Implications for the tourism and hospitality domain are addressed.

Suggested Citation

  • Ludovik Coba & Laurens Rook & Markus Zanker, 2020. "Choosing between hotels: impact of bimodal rating summary statistics and maximizing behavioral tendency," Information Technology & Tourism, Springer, vol. 22(1), pages 167-186, March.
    • Handle: RePEc:spr:infott:v:22:y:2020:i:1:d:10.1007_s40558-019-00156-z
    DOI: 10.1007/s40558-019-00156-z
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    References listed on IDEAS

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    1. Park, Jeong-Yeol & Jang, SooCheong (Shawn), 2013. "Confused by too many choices? Choice overload in tourism," Tourism Management, Elsevier, vol. 35(C), pages 1-12.
    2. Vithala R. Rao, 2008. "Developments in Conjoint Analysis," International Series in Operations Research & Management Science, in: Berend Wierenga (ed.), Handbook of Marketing Decision Models, chapter 0, pages 23-53, Springer.
    3. Glauber Eduardo De Oliveira Santos & Vicente Ramos & Javier Rey-Maquieira, 2011. "A Microeconomic Model of Multidestination Tourism Trips," Tourism Economics, , vol. 17(3), pages 509-529, June.
    4. Michael Antioco & Kristof Coussement, 2018. "Misreading of consumer dissatisfaction in online product reviews: Writing style as a cause for bias," Post-Print hal-02572087, HAL.
    5. Elena Reutskaja & Rosemarie Nagel & Colin F. Camerer & Antonio Rangel, 2011. "Search Dynamics in Consumer Choice under Time Pressure: An Eye-Tracking Study," American Economic Review, American Economic Association, vol. 101(2), pages 900-926, April.
    6. Herbert A. Simon, 1955. "A Behavioral Model of Rational Choice," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 69(1), pages 99-118.
    7. Dorfman, Robert, 1979. "A Formula for the Gini Coefficient," The Review of Economics and Statistics, MIT Press, vol. 61(1), pages 146-149, February.
    8. Xiang, Zheng & Du, Qianzhou & Ma, Yufeng & Fan, Weiguo, 2017. "A comparative analysis of major online review platforms: Implications for social media analytics in hospitality and tourism," Tourism Management, Elsevier, vol. 58(C), pages 51-65.
    9. Xiang, Zheng & Magnini, Vincent P. & Fesenmaier, Daniel R., 2015. "Information technology and consumer behavior in travel and tourism: Insights from travel planning using the internet," Journal of Retailing and Consumer Services, Elsevier, vol. 22(C), pages 244-249.
    10. Judith A. Chevalier & Yaniv Dover & Dina MayzlinDina Mayzlin, 2018. "Channels of Impact: User Reviews When Quality Is Dynamic and Managers Respond," Marketing Science, INFORMS, vol. 37(5), pages 688-709, September.
    11. Benjamin Scheibehenne & Rainer Greifeneder & Peter M. Todd, 2010. "Can There Ever Be Too Many Options? A Meta-Analytic Review of Choice Overload," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 37(3), pages 409-425, October.
    12. repec:cup:judgdm:v:11:y:2016:i:2:p:126-146 is not listed on IDEAS
    13. Bart de Langhe & Philip M. Fernbach & Donald R. Lichtenstein, 2016. "Navigating by the Stars: Investigating the Actual and Perceived Validity of Online User Ratings," Journal of Consumer Research, Oxford University Press, vol. 42(6), pages 817-833.
    14. Bettman, James R & Luce, Mary Frances & Payne, John W, 1998. "Constructive Consumer Choice Processes," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 25(3), pages 187-217, December.
    15. Yubo Chen & Jinhong Xie, 2008. "Online Consumer Review: Word-of-Mouth as a New Element of Marketing Communication Mix," Management Science, INFORMS, vol. 54(3), pages 477-491, March.
    16. repec:cup:judgdm:v:3:y:2008:i::p:371-388 is not listed on IDEAS
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