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The Effect of Personalization on Cross-Buying and Shopping Cart Abandonment Based on the S-O-R Framework

  • Kon Woo Kwon (Graduate School of Business, Sungkyunkwan University) ;
  • Gee-Woo Bock (Graduate School of Business, Sungkyunkwan University) ;
  • Kyu Min Hwang (Graduate School of Business, Sungkyunkwan University)
  • Received : 2018.08.13
  • Accepted : 2020.02.03
  • Published : 2020.06.30

Abstract

Online retail is a growing opportunity for retailers and consumers. Cross-buying provides companies with an opportunity to increase their revenue contributions from existing consumers. In many fields, especially in the service sector, cross-selling is an easier strategy to use relative to increasing revenue rather than acquiring new consumers. Website personalization has been a powerful indispensable tool for web-based companies and end users. Using the Mehrabian and Russell's Stimulus-Organism-Response framework, we experimentally examined how an online retailing merchant's environmental stimuli (S) arouses internal affective and cognitive states (O), that affect consumers' approach-avoidance behavior (R) in cross-buying and shopping cart abandonment in online transactions.

Keywords

References

  1. Atorough, P. (2013). Consumer behaviour in online shopping-understanding the role of regulatory focus. Doctoral Dissertation. Robert Gordon University. 
  2. Bagozzi, R. P. (1986). Principles of marketing management. Science Research Associates. 
  3. Baker, J., Levy, M., and Greval, D. (1992). An experimental approach to making retail store environmental decisions. Journal of Retailing, 68(4), 445-460. 
  4. Balabanis, G., and Vassileious, S. (1999). Some attitudinal predictors of home-shopping through the internet. Journal of Marketing Management, 15(5), 361-385.  https://doi.org/10.1362/026725799784870315
  5. Ball, D., Coelho, P. S., and Vilares, M. J. (2006). Service personalization and loyalty. Journal of Services Marketing, 20(6), 391-403.  https://doi.org/10.1108/08876040610691284
  6. Bauer, R. A. (1960). Consumer behavior as risk taking. Proceedings of the 43rd National Conference of the American Marketing Association, Chicago, Illinois. 
  7. Bettencourt, L. A. (1997). Customer voluntary performance: Customers as partners in service delivery. Journal of Retailing, 73(3), 383-406.  https://doi.org/10.1016/S0022-4359(97)90024-5
  8. Blom, J. (2000). Personalization: A taxonomy. CHI'00 Extended Abstracts on Human Factors in Computing Systems, 2000(April), 313-314. 
  9. Bodoff, D., and Ho, S. Y. (2015). Effectiveness of website personalization: Does the presence of personalization recommendations cannibalize sampling of other items? International Journal of Electronic Commerce, 20(2), 208-235.  https://doi.org/10.1080/10864415.2016.1087821
  10. Cho, C. H., Kang, J., and Cheon, H. J. (2006). Online shopping hesitation. Cyber Psychology & Behavior, 9(3), 261-274.  https://doi.org/10.1089/cpb.2006.9.261
  11. Cho, J. (2004). Likelihood to abort an online transaction: Influences from cognitive evaluations, attitudes, and behavioral variables. Information & Management, 41(7), 827-838.  https://doi.org/10.1016/j.im.2003.08.013
  12. Choi, J., Lee, H. J., and Kim, Y. C. (2011). The influence of social presence on customer intention to reuse online recommender systems: The roles of personalization and product type. International Journal of Electronic Commerce, 16(1), 129-154.  https://doi.org/10.2753/JEC1086-4415160105
  13. Cooper, S. (2014) Shopping cart abandonment: Online retailers' biggest headache is actually a huge opportunity. Retrieved from www.businessinider. com/shopping-cart-abandonment-2014-11. Accessed at 27 Nov. 2014. 
  14. Danculovic, J., Rossi, G., Schwabe, D., and Miaton, L. (2001). Patterns for personalized web applications. EuroPLoP, 423-436. 
  15. Dick, A. S., and Basu, K. (1994). Customer loyalty: Toward an integrated conceptual framework. Journal of the Academy of Marketing Science, 22(2), 99-113.  https://doi.org/10.1177/0092070394222001
  16. Egeln, L. S., and Joseph, J. A. (2012). Shopping cart abandonment in online shopping. Atlantic Marketing Journal, 1(1), 1-14. 
  17. Fan, H., and Deng, L. (2008). Developing and validating a measure of web personalization strategy. International Journal of Technology and Human Interaction(IJTHI), 4(4), 1-28.  https://doi.org/10.4018/jthi.2008100101
  18. Fan, H., and Poole, M. S. (2006). What is personalization? Perspectives on the design and implementation of personalization in information systems. Journal of Organizational Computing and Electronic Commerce, 16(3-4), 179-202.  https://doi.org/10.1207/s15327744joce1603&4_2
  19. Featherman, M. S., and Pavlou, P. A. (2003). Predicting E-Services adoption: A perceived risk facets perspective. International Journal of Human-Computer Studies, 59(4), 451-474.  https://doi.org/10.1016/S1071-5819(03)00111-3
  20. Felvey, J. (1982). Cross-Selling by computer. Bank Marketing, 7. 
  21. Fenech, T. (2002). Antecedents to web cart abandonment. Proceedings of Australian and New Zealand Marketing Academy Conference(ANZMAC 2002), Gold Coast, Queensland/Melbourne, Victoria. 
  22. Fornell, C., and Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39-50.  https://doi.org/10.1177/002224378101800104
  23. Hassan, A. M., Kunz, M. B., Pearson, A. W., and Mohamed, F. A. (2006). Conceptualization and measurement of perceived risk in online shopping. Marketing Management Journal, 16(1), 138-147. 
  24. Jacoby, J., and Kaplan, L. B. (1972). The components of perceived risk. Advances in Consumer Research, 3(3), 382-383. 
  25. Jang, S. S., and Namkung, Y. (2009). Perceived quality, emotions, and behavioral intentions: Application of an extended Mehrabian-Russell model to restaurants. Journal of Business Research, 62(4), 451-460.  https://doi.org/10.1016/j.jbusres.2008.01.038
  26. Jeng, S. P. (2011). The effect of corporate reputations on customer perceptions and cross-buying intentions. The Service Industries Journal, 31(6), 851-862.  https://doi.org/10.1080/02642060902942964
  27. Kaptein, M., and Parvinen, P. (2015). Advancing E-commerce personalization: Process framework and case study. International Journal of Electronic Commerce, 19(3), 7-33.  https://doi.org/10.1080/10864415.2015.1000216
  28. Kerlinger, F. N. (1966). Foundations of behavioral research. New York, Holt Renehart and Winston. 
  29. Kim, J. H., and Byun, H. S. (2004). Dynamic web page personalization using intimacy theory. Asia Pacific Journal of Information Systems, 14(4), 147-162. 
  30. Kim, W. (2002). Personalization: Definition, status, and challenges ahead. Journal of Object Technology, 1(1), 29-40.  https://doi.org/10.5381/jot.2002.1.1.c3
  31. Klemperer, P. (1995). Competition when consumers have switching costs: An overview with applications to industrial organization, macroeconomics, and international trade. The Review of Economic Studies, 62(4), 515-539.  https://doi.org/10.2307/2298075
  32. Kramer, J., Noronha, S., and Vergo, J. (2000). A user-centered design approach to personalization. Communications of the ACM, 43(8), 44-48.  https://doi.org/10.1145/345124.345139
  33. Kukar-Kinney, M., and Close, A. G. (2010). The determinants of consumers' online shopping cart abandonment. Journal of the Academy of Marketing Science, 38(2), 240-250.  https://doi.org/10.1007/s11747-009-0141-5
  34. Kumar, V., and Venkatesan, R. (2005). Who are the multichannel shoppers and how do they perform?: Correlates of multichannel shopping behavior. Journal of Interactive Marketing, 19(2), 44-62.  https://doi.org/10.1002/dir.20034
  35. Kumar, V., George, M., and Pancras, J. (2008). Cross-buying in retailing: Drivers and consequences. Journal of Retailing, 84(1), 15-27.  https://doi.org/10.1016/j.jretai.2008.01.007
  36. Liljander, V., Polsa, P., and Van Riel, A. (2009). Modelling consumer responses to an apparel store brand: Store image as a risk reducer. Journal of Retailing and Consumer Services, 16(4), 281-290.  https://doi.org/10.1016/j.jretconser.2009.02.005
  37. Liu, C., and Arnett, K. P. (2000). Exploring the factors associated with web site success in the context of electronic commerce. Information & Management, 38(1), 23-33.  https://doi.org/10.1016/S0378-7206(00)00049-5
  38. Liu, T. C., and Wu, L. W. (2007). Customer retention and cross-buying in the banking industry: An integration of service attributes, satisfaction and trust. Journal of Financial Services Marketing, 12(2), 132-145.  https://doi.org/10.1057/palgrave.fsm.4760067
  39. Manganari, E. E., Siomkos, G. J., and Vrechopoulos, A. P. (2009). Store atmosphere in web retailing. European Journal of Marketing, 43(9-10), 1140-1153.  https://doi.org/10.1108/03090560910976401
  40. Mehrabian, A., and Russell, J. A. (1974). An approach to environmental psychology (Vol. 11). Cambridge, MA: MIT press. 
  41. Mitchell, V. W. (1999). Consumer perceived risk: Conceptualisations and models. European Journal of Marketing, 33(1-2), 163-195.  https://doi.org/10.1108/03090569910249229
  42. Moore, S. S. (2004). Perceived performance risk and its influence on Abandoned Cart Syndrome(ACS)-An exploratory study. Master's Thesis. Queensland University of Technology. 
  43. Moore, S., and Mathews, S. (2008). An exploration of online shopping cart abandonment syndrome-A matter of risk and reputation. Journal of Website Promotion, 2(1-2), 71-88.  https://doi.org/10.1080/15533610802104141
  44. Ngobo, P. V. (2004). Drivers of customers' cross-buying intentions. European Journal of Marketing, 38(9-10), 1129-1157.  https://doi.org/10.1108/03090560410548906
  45. Park, S. H., Kim, J. W., Lee, H. J., and Cho, N. (2006). Cross-product category user profiling for e-commerce personalized recommendation. Asia Pacific Journal of Information Systems, 16(3), 159-176. 
  46. Rajamma, R. K., Paswan, A. K., and Hossain, M. M. (2009). Why do shoppers abandon shopping cart? Perceived waiting time, risk, and transaction inconvenience. Journal of Product & Brand Management, 18(3), 188-197.  https://doi.org/10.1108/10610420910957816
  47. Reinartz, W. J., and Kumar, V. (2003). The impact of customer relationship characteristics on profitable lifetime duration. Journal of Marketing, 67(1), 77-99.  https://doi.org/10.1509/jmkg.67.1.77.18589
  48. Riecken, D. (2000). Personalized views of personalization. Communications of the ACM, 43(8), 27-28. 
  49. Roselius, T. (1971). Consumer rankings or risk reduction methods. The Journal of Marketing, 35(1), 56-61.  https://doi.org/10.1177/002224297103500110
  50. Shen, A., and Ball, A. D. (2009). Is personalization of services always a good thing? Exploring the role of Technology-mediated Personalization(TMP) in service relationships. Journal of Services Marketing, 23(2), 79-91.  https://doi.org/10.1108/08876040910946341
  51. Shukla, R. K., Silakari, S., and Chande, P. K. (2012). Existing trends and techniques for web personalization. International Journal of Computer Science, 9(4), 430-439. 
  52. Soureli, M., Lewis, B. R., and Karantinou, K. M. (2008). Factors that affect consumers' cross-buying intention: A model for financial services. Journal of Financial Services Marketing, 13(1), 5-16.  https://doi.org/10.1057/fsm.2008.1
  53. Surprenant, C. F., and Solomon, M. R. (1987). Predictability and personalization in the service encounter. The Journal of Marketing, 51(2), 86-96.  https://doi.org/10.1177/002224298705100207
  54. Teltzrow, M., and Kobsa, A. (2004). Impacts of user privacy preferences on personalized systems. In C. M. Karat, J. O. Blom, and J. Karat (Eds.), Designing personalized user experiences in eCommerce (pp. 315-332). Springer, Dordrecht. 
  55. Toch, E., Wang, Y., and Cranor, L. F. (2012). Personalization and privacy: A survey of privacy risks and remedies in personalization-based systems. User Modeling and User-Adapted Interaction, 22(1-2), 203-220.  https://doi.org/10.1007/s11257-011-9110-z
  56. Verhoef, P. C., Franses, P. H., and Hoekstra, J. C. (2001). The impact of satisfaction and payment equity on cross-buying: A dynamic model for a multi-service provider. Journal of Retailing, 77(3), 359-378.  https://doi.org/10.1016/S0022-4359(01)00052-5
  57. Verhoef, P. C., Franses, P. H., and Hoekstra, J. C. (2002). The effect of relational constructs on customer referrals and number of services purchased from a multiservice provider: Does age of relationship matter? Journal of the Academy of Marketing Science, 30(3), 202-216.  https://doi.org/10.1177/0092070302303002
  58. Wakefield, K. L., and Baker, J. (1998). Excitement at the mall: Determinants and effects on shopping response. Journal of Retailing, 74(4), 515-539.  https://doi.org/10.1016/S0022-4359(99)80106-7
  59. Wolfinbarger, M., and Gilly, M. C. (2001). Shopping online for freedom, control, and fun. California Management Review, 4(2), 34-55.  https://doi.org/10.2307/41166074
  60. Wu, D., Im, I., Tremaine, M., Instone, K., and Turoff, M. (2003). A framework for classifying personalization scheme used on e-commerce websites. Proceedings of the 36th Annual Hawaii International Conference on System Sciences, 12.