Journal of the Academy of Marketing Science

, Volume 38, Issue 2, pp 240–250 | Cite as

The determinants of consumers’ online shopping cart abandonment

  • Monika Kukar-Kinney
  • Angeline G. CloseEmail author
Original Empirical Research


Despite placing items in virtual shopping carts, online shoppers frequently abandon them —an issue that perplexes online retailers and has yet to be explained by scholars. Here, we identify key drivers to online cart abandonment and suggest cognitive and behavioral reasons for this non-buyer behavior. We show that the factors influencing consumer online search, consideration, and evaluation play a larger role in cart abandonment than factors at the purchase decision stage. In particular, many customers use online carts for entertainment or as a shopping research and organizational tool, which may induce them to buy at a later session or via another channel. Our framework extends theories of online buyer and non-buyer behavior while revealing new inhibitors to buying in the Internet era. The findings offer scholars a broad explanation of consumer motivations for cart abandonment. For retailers, the authors provide suggestions to improve purchase conversion rates and multi-channel management.


Online shopping cart abandonment Online buyer behavior theory E-tail E-commerce 



The authors sincerely thank Heather Reineke for her help with the pilot studies, as well as the four reviewers, Michael Mejza, Bill Messier, Kent Monroe, Patricia Norberg, Koen Pauwels, David Stewart, Matt Thatcher, Richard Watson, and George Zinkhan for their peer reviews and thoughtful suggestions.


  1. Baron, R. M., & Kenny, David A. (1986). The moderator-mediator variable distinction in social psychological research: conceptual, strategic and statistical considerations. Journal of Personality and Social Psychology, 51, 1173–1182. doi: 10.1037/0022-3514.51.6.1173.CrossRefGoogle Scholar
  2. Bellenger, D. N., & Korgaonkar, P. K. (1980). Profiling the recreational shopper. Journal of Retailing, 56(3), 77–92.Google Scholar
  3. Bloch, P. H., Sherrell, D. L., & Ridgway, N. M. (1986). Consumer search: an extended framework. The Journal of Consumer Research, 31(1), 119–126. doi: 10.1086/209052.CrossRefGoogle Scholar
  4. Forrester Research. (2005). “Rethinking the significance of cart abandonment.” Carrie A. Johnson, Charles P. Wilson, Sean Meyer, (Ed)Google Scholar
  5. Hoffman, D. L., & Novak, T. P. (2005). Beyond the basics: Research-based rules for internet retailing advantage. Vanderbilt, TN: eLab.Google Scholar
  6. Holbrook, M. B., & Hirschman, E. C. (1982). The experiential aspects of consumption: consumer fantasies, feelings, and fun. The Journal of Consumer Research, 9(2), 132–140. doi: 10.1086/208906.CrossRefGoogle Scholar
  7. Howard, J. A., & Sheth, J. N. (1969). The theory of buyer behavior. New York: Wiley.Google Scholar
  8. Laroche, M., Zhilin, Y., McDougall, G. H. G., & Jasmin, B. (2005). Internet versus bricks and mortar retailers: an investigation into intangibility and its consequences. Journal of Retailing, 81(4), 251–267. doi: 10.1016/j.jretai.2004.11.002.CrossRefGoogle Scholar
  9. Li, S., & Chatterjee, P. (2006). Reducing shopping cart abandonment at retail websites. Working Paper.Google Scholar
  10. MacKenzie, S. B. (2001). Opportunities for improving consumer research through latent variable structural equation modeling. The Journal of Consumer Research, 28, 159–166. doi: 10.1086/321954.CrossRefGoogle Scholar
  11. Magill, K. (2005). Building a better shopping cart. Multichannel Merchant, 1(8), 18–19.Google Scholar
  12. Mathwick, C., Malhotra, N., & Rigdon, E. (2001). Experiential value: conceptualization, measurement and application in the catalog and internet shopping environment. Journal of Retailing, 77(1), 39–56. doi: 10.1016/S0022-4359(00) 00045-2.CrossRefGoogle Scholar
  13. Miyazaki, A. D., & Fernandez, A. (2001). Consumer perceptions of privacy and security risks for online shopping. The Journal of Consumer Affairs, 35(1), 27–44.CrossRefGoogle Scholar
  14. Moe, W. W. (2003). Buying, searching, or browsing: differentiating between online shoppers using in-store navigational clickstream. Journal of Consumer Psychology, 13(1–2), 29–39. doi: 10.1207/S15327663JCP13-1&2_03.Google Scholar
  15. Nedungadi, P. (1990). Recall and consumer consideration sets: influencing choice without altering brand evaluations. The Journal of Consumer Research, 17(4), 263–276. doi: 10.1086/208556.CrossRefGoogle Scholar
  16. Nelson, R. A., Cohen, R., & Rasmussen, F. R. (2007). An analysis of pricing strategy and price dispersion on the internet. Eastern Economic Journal, 33(1), 95–110. doi: 10.1057/eej.2007.6.CrossRefGoogle Scholar
  17. Novak, T. P., Hoffman, D. L., & Duhachek, A. (2003). The influence of goal-directed and experiential activities on online flow experiences. Journal of Consumer Psychology, 13(1–2), 3–16. doi: 10.1207/S15327663JCP13-1&2_01.Google Scholar
  18. Oliver, R. L., & Shor, M. (2003). Digital redemption of coupons: satisfying and dissatisfying effects of promotion codes. Journal of Product and Brand Management, 12(2), 121–134. doi: 10.1108/10610420310469805.CrossRefGoogle Scholar
  19. Rayport, J. F., & Sviokla, J. J. (1995). Exploiting the virtual value chain. Harvard Business Review, 73(6), 75–85.Google Scholar
  20. Tarasofsky, J. 2008. Online Reservations: Increasing Your Site’s ‘Look to Book’ Ratio. Hotel Marketer. Retrieved from (accessed October 30 2008)
  21. Tellis, G. (1986). Beyond the many faces of price: an integration of pricing strategies. Journal of Marketing, 50(4), 146–160. doi: 10.2307/1251292.CrossRefGoogle Scholar
  22. Weinberg, B. D., Parise, S., & Guinan, P. J. (2007). Multichannel marketing: mindset and program development. Business Horizons, 50(5), 385–394. doi: 10.1016/j.bushor.2007.04.002.CrossRefGoogle Scholar
  23. Wolfinbarger, M., & Gilly, M. C. (2001). Shopping online for freedom, control and fun. California Management Review, 43(2), 34–55.Google Scholar
  24. Xia, L., & Monroe, K. B. (2004). Price partitioning on the internet. Journal of Interactive Marketing, 18(4), 63–73. doi: 10.1002/dir.20017.CrossRefGoogle Scholar
  25. Xie, E., Teo, H.-H., & Wan, W. (2006). Volunteering personal information on the internet: effects of reputation, privacy notices, and rewards on online consumer behavior. Marketing Letters, 17(1), 61–74. doi: 10.1007/s11002-006-4147-1.CrossRefGoogle Scholar
  26. Zhou, L., Dai, L., & Zhang, D. (2007). Online shopping acceptance model—a critical survey of consumers factors in online shopping. Journal of Electronic Commerce Research, 8(1), 41–62.Google Scholar

Copyright information

© Academy of Marketing Science 2009

Authors and Affiliations

  1. 1.Robins School of BusinessUniversity of RichmondRichmondUSA
  2. 2.University of Nevada, Las VegasLas VegasUSA

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