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Impact of delivery performance on online review ratings: the role of temporal distance of ratings

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  • Prashanth Ravula

    (New Jersey City University)

Abstract

Customers are increasingly using online reviews in their purchase decision-making processes. As sellers benefit from displaying several reviews with favorable ratings, many sellers solicit reviews from customers. When a customer places an order on an e-commerce platform, the seller gets a notification to fulfill the order, and the customer is notified of the estimated delivery date. Some customers receive their products on time, while others receive their orders either earlier or later than the notified delivery date. After customers receive their products, the sellers often solicit reviews. This research focuses on the impact of delivery performance on review ratings. Specifically, this study addresses two questions: (1) Do customers reward sellers for early delivery in the same way they penalize them for late deliveries? (2) What is the role of the temporal distance of rating in online ratings in the context of delivery performance? The study estimates ordinal logit models in the Bayesian framework. Findings of the study indicate that customers give much lower (a little higher) ratings to orders delivered late (early) than to orders delivered on time. Further, the findings indicate that temporal distance is positively associated with ratings for late deliveries. The study discusses the theoretical and managerial implications of these results.

Suggested Citation

  • Prashanth Ravula, 2023. "Impact of delivery performance on online review ratings: the role of temporal distance of ratings," Journal of Marketing Analytics, Palgrave Macmillan, vol. 11(2), pages 149-159, June.
    • Handle: RePEc:pal:jmarka:v:11:y:2023:i:2:d:10.1057_s41270-022-00168-5
    DOI: 10.1057/s41270-022-00168-5
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    References listed on IDEAS

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    1. Ji Wu & Haichuan Zhao & Haipeng (Allan) Chen, 2021. "Coupons or Free Shipping? Effects of Price Promotion Strategies on Online Review Ratings," Information Systems Research, INFORMS, vol. 32(2), pages 633-652, June.
    2. Botond Kőszegi & Matthew Rabin, 2006. "A Model of Reference-Dependent Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(4), pages 1133-1165.
    3. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    4. Lawrence E. Williams & Randy Stein & Laura Galguera, 2014. "The Distinct Affective Consequences of Psychological Distance and Construal Level," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 40(6), pages 1123-1138.
    5. Jonah Berger & Alan T. Sorensen & Scott J. Rasmussen, 2010. "Positive Effects of Negative Publicity: When Negative Reviews Increase Sales," Marketing Science, INFORMS, vol. 29(5), pages 815-827, 09-10.
    6. Andrea Frazzini, 2006. "The Disposition Effect and Underreaction to News," Journal of Finance, American Finance Association, vol. 61(4), pages 2017-2046, August.
    7. Eugene W. Anderson & Mary W. Sullivan, 1993. "The Antecedents and Consequences of Customer Satisfaction for Firms," Marketing Science, INFORMS, vol. 12(2), pages 125-143.
    8. Blut, Markus, 2016. "E-Service Quality: Development of a Hierarchical Model," Journal of Retailing, Elsevier, vol. 92(4), pages 500-517.
    9. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    10. Kyeongheui Kim & Meng Zhang & Xiuping Li, 2008. "Effects of Temporal and Social Distance on Consumer Evaluations," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 35(4), pages 706-713, August.
    11. Mishra, Arindra N. & Raj, Alok & Pani, Ashis K., 2020. "Construal Level Research in Decision Making: Analysis and Pushing Forward the Debate Using Bibliometric Review and Thematic Analysis," American Business Review, Pompea College of Business, University of New Haven, vol. 23(1), pages 106-135, May.
    12. Rae Yule Kim, 2020. "The influx of skeptics: an investigation of the diffusion cycle effect on online review," Electronic Markets, Springer;IIM University of St. Gallen, vol. 30(4), pages 821-835, December.
    13. Rese, Alexandra & Schreiber, Stefanie & Baier, Daniel, 2014. "Technology acceptance modeling of augmented reality at the point of sale: Can surveys be replaced by an analysis of online reviews?," Journal of Retailing and Consumer Services, Elsevier, vol. 21(5), pages 869-876.
    14. Blut, Markus & Teller, Christoph & Floh, Arne, 2018. "Testing Retail Marketing-Mix Effects on Patronage: A Meta-Analysis," Journal of Retailing, Elsevier, vol. 94(2), pages 113-135.
    15. Richard H. Thaler, 2000. "From Homo Economicus to Homo Sapiens," Journal of Economic Perspectives, American Economic Association, vol. 14(1), pages 133-141, Winter.
    16. Giselle Moraes Ramos & Winnie Daamen & Serge Hoogendoorn, 2014. "A State-of-the-Art Review: Developments in Utility Theory, Prospect Theory and Regret Theory to Investigate Travellers' Behaviour in Situations Involving Travel Time Uncertainty," Transport Reviews, Taylor & Francis Journals, vol. 34(1), pages 46-67, January.
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