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The psychology of online shopping cart abandonment: a scrutiny of the current research framework and building an improved model of the online shopper journey

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  • Banwari Mittal

    (Northern Kentucky University)

Abstract

About two-thirds of all online shopping carts get abandoned, costing e-tailers substantial lost sales. Over the last two decades, consumer researchers have investigated the consumer psychology behind this consumer act. However, the guiding research framework for this entire body of research is conceptually flawed. To remedy this flaw, the present paper formulates a new construal of online shopping cart abandonment (OSCA), differentiating its three forms anchored in the three specific stages of the customer’s journey: exploration, pre-choice, and post-choice. The drivers of OSCA are then also pinned down to the stage-specific OSCA forms. The proposed framework suggests the need to reframe all of the past research hypotheses, for which purpose 15 propositions are advanced. Because the three stage-specific OSCA forms have their own individual drivers and, correspondingly, their own remedial managerial actions, future research findings informed by the proposed framework will be theoretically more valid and therefore more valuable as action guide for e-tailers.

Suggested Citation

  • Banwari Mittal, 2025. "The psychology of online shopping cart abandonment: a scrutiny of the current research framework and building an improved model of the online shopper journey," Electronic Commerce Research, Springer, vol. 25(2), pages 777-803, April.
  • Handle: RePEc:spr:elcore:v:25:y:2025:i:2:d:10.1007_s10660-022-09667-0
    DOI: 10.1007/s10660-022-09667-0
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    1. Mosteller, Jill & Donthu, Naveen & Eroglu, Sevgin, 2014. "The fluent online shopping experience," Journal of Business Research, Elsevier, vol. 67(11), pages 2486-2493.
    2. Rohm, Andrew J. & Swaminathan, Vanitha, 2004. "A typology of online shoppers based on shopping motivations," Journal of Business Research, Elsevier, vol. 57(7), pages 748-757, July.
    3. Punj, Girish & Moore, Robert, 2009. "Information search and consideration set formation in a web-based store environment," Journal of Business Research, Elsevier, vol. 62(6), pages 644-650, June.
    4. Urvashi Tandon & Amit Mittal & Sridhar Manohar, 2021. "Examining the impact of intangible product features and e-commerce institutional mechanics on consumer trust and repurchase intention," Electronic Markets, Springer;IIM University of St. Gallen, vol. 31(4), pages 945-964, December.
    5. Grewal, Dhruv & Roggeveen, Anne L., 2020. "Understanding Retail Experiences and Customer Journey Management," Journal of Retailing, Elsevier, vol. 96(1), pages 3-8.
    6. Casado-Aranda, Luis-Alberto & Dimoka, Angelika & Sánchez-Fernández, Juan, 2019. "Consumer Processing of Online Trust Signals: A Neuroimaging Study," Journal of Interactive Marketing, Elsevier, vol. 47(C), pages 159-180.
    7. Christopher P. Furner & Robert A. Zinko, 2017. "The influence of information overload on the development of trust and purchase intention based on online product reviews in a mobile vs. web environment: an empirical investigation," Electronic Markets, Springer;IIM University of St. Gallen, vol. 27(3), pages 211-224, August.
    8. Heng Tang & Xiaowan Lin, 2019. "Curbing shopping cart abandonment in C2C markets — an uncertainty reduction approach," Electronic Markets, Springer;IIM University of St. Gallen, vol. 29(3), pages 533-552, September.
    9. Gurumurthy Kalyanaram & Russell S. Winer, 1995. "Empirical Generalizations from Reference Price Research," Marketing Science, INFORMS, vol. 14(3_supplem), pages 161-169.
    10. Carmen-Maria Albrecht & Stefan Hattula & Donald R. Lehmann, 2017. "The relationship between consumer shopping stress and purchase abandonment in task-oriented and recreation-oriented consumers," Journal of the Academy of Marketing Science, Springer, vol. 45(5), pages 720-740, September.
    11. Bingqian Zhang & Guochao Peng & Caihua Liu & Zuopeng Justin Zhang & Sajjad M. Jasimuddin, 2022. "Adaptation behaviour in using one-stop smart governance apps: an exploratory study between digital immigrants and digital natives," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(4), pages 1971-1991, December.
    12. Kapoor, Anuj Pal & Vij, Madhu, 2021. "Following you wherever you go: Mobile shopping ‘cart-checkout’ abandonment," Journal of Retailing and Consumer Services, Elsevier, vol. 61(C).
    13. Bauer, Hans H. & Falk, Tomas & Hammerschmidt, Maik, 2006. "eTransQual: A transaction process-based approach for capturing service quality in online shopping," Journal of Business Research, Elsevier, vol. 59(7), pages 866-875, July.
    14. Gao, Lingling & Bai, Xuesong, 2014. "Online consumer behaviour and its relationship to website atmospheric induced flow: Insights into online travel agencies in China," Journal of Retailing and Consumer Services, Elsevier, vol. 21(4), pages 653-665.
    15. Senecal, Sylvain & Kalczynski, Pawel J. & Nantel, Jacques, 2005. "Consumers' decision-making process and their online shopping behavior: a clickstream analysis," Journal of Business Research, Elsevier, vol. 58(11), pages 1599-1608, November.
    16. Tueanrat, Yanika & Papagiannidis, Savvas & Alamanos, Eleftherios, 2021. "A conceptual framework of the antecedents of customer journey satisfaction in omnichannel retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 61(C).
    17. Close, Angeline G. & Kukar-Kinney, Monika, 2010. "Beyond buying: Motivations behind consumers' online shopping cart use," Journal of Business Research, Elsevier, vol. 63(9-10), pages 986-992, September.
    18. Montgomery, Alan L. & Smith, Michael D., 2009. "Prospects for Personalization on the Internet," Journal of Interactive Marketing, Elsevier, vol. 23(2), pages 130-137.
    19. Monika Kukar-Kinney & Angeline Close Scheinbaum & Larry Olanrewaju Orimoloye & Jeffrey R. Carlson & Heping He, 2022. "A model of online shopping cart abandonment: evidence from e-tail clickstream data," Journal of the Academy of Marketing Science, Springer, vol. 50(5), pages 961-980, September.
    20. Ren, Minglun & Liu, Jiqiong & Feng, Shuai & Yang, Aifeng, 2021. "Pricing and return strategy of online retailers based on return insurance," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    21. Goic, Marcel & Rojas, Andrea & Saavedra, Ignacio, 2021. "The Effectiveness of Triggered Email Marketing in Addressing Browse Abandonments," Journal of Interactive Marketing, Elsevier, vol. 55(C), pages 118-145.
    22. Khan, Asad & Rezaei, Sajad & Valaei, Naser, 2022. "Social commerce advertising avoidance and shopping cart abandonment: A fs/QCA analysis of German consumers," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
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