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Fundamental patterns of in-store shopper behavior

Author

Listed:
  • Sorensen, Herb
  • Bogomolova, Svetlana
  • Anderson, Katherine
  • Trinh, Giang
  • Sharp, Anne
  • Kennedy, Rachel
  • Page, Bill
  • Wright, Malcolm

Abstract

This research confirms empirical patterns about in-store behaviors based on a large number of shops and store visits, specifically 654,000 transactions in 40 supermarkets, hypermarkets, convenience and specialty stores in the USA, UK, China, and Australia. Integrating new data with past findings highlights that: (i) many shopping trips are short; (ii) shoppers typically only cover a small proportion of the store on any trip, and (iii) the heterogeneity of key behavioral measures (store coverage, number of items bought, and trip length) is generalizable across countries, most store formats, and store size. These patterns can help retailers and manufacturers benchmark and predict behavior and provide a base for further theoretical developments.

Suggested Citation

  • Sorensen, Herb & Bogomolova, Svetlana & Anderson, Katherine & Trinh, Giang & Sharp, Anne & Kennedy, Rachel & Page, Bill & Wright, Malcolm, 2017. "Fundamental patterns of in-store shopper behavior," Journal of Retailing and Consumer Services, Elsevier, vol. 37(C), pages 182-194.
    • Handle: RePEc:eee:joreco:v:37:y:2017:i:c:p:182-194
    DOI: 10.1016/j.jretconser.2017.02.003
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    as
    1. Sommer, Robert & Aitkens, Susan, 1982. "Mental Mapping of Two Supermarkets," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 9(2), pages 211-215, September.
    2. Marc Vanhuele & Malcolm Wright & Robert East, 2008. "Consumer Behaviour: Applications in Marketing," Post-Print hal-02454375, HAL.
    3. Demirci Orel, Fatma & Kara, Ali, 2014. "Supermarket self-checkout service quality, customer satisfaction, and loyalty: Empirical evidence from an emerging market," Journal of Retailing and Consumer Services, Elsevier, vol. 21(2), pages 118-129.
    4. Laurent, Gilles, 2013. "EMAC Distinguished Marketing Scholar 2012," International Journal of Research in Marketing, Elsevier, vol. 30(4), pages 323-334.
    5. Sam K. Hui & Peter S. Fader & Eric T. Bradlow, 2009. "—The Traveling Salesman Goes Shopping: The Systematic Deviations of Grocery Paths from TSP Optimality," Marketing Science, INFORMS, vol. 28(3), pages 566-572, 05-06.
    6. Uncles, Mark D. & Kwok, Simon, 2013. "Designing research with in-built differentiated replication," Journal of Business Research, Elsevier, vol. 66(9), pages 1398-1405.
    7. Bhat, Chandra R., 2001. "Quasi-random maximum simulated likelihood estimation of the mixed multinomial logit model," Transportation Research Part B: Methodological, Elsevier, vol. 35(7), pages 677-693, August.
    8. Walters, Rockney G. & Jamil, Maqbul, 2003. "Exploring the relationships between shopping trip type, purchases of products on promotion, and shopping basket profit," Journal of Business Research, Elsevier, vol. 56(1), pages 17-29, January.
    9. John U. Farley & L. Winston Ring, 1966. "A Stochastic Model of Supermarket Traffic Flow," Operations Research, INFORMS, vol. 14(4), pages 555-567, August.
    10. Dhar, Ravi & Nowlis, Stephen M, 1999. "The Effect of Time Pressure on Consumer Choice Deferral," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 25(4), pages 369-384, March.
    11. Uncles, Mark D. & Kwok, Simon, 2009. "Patterns of store patronage in urban China," Journal of Business Research, Elsevier, vol. 62(1), pages 68-81, January.
    12. Wu, Couchen & Chen, Hsiu-Li, 2000. "Counting your customers: Compounding customer's in-store decisions, interpurchase time and repurchasing behavior," European Journal of Operational Research, Elsevier, vol. 127(1), pages 109-119, November.
    13. Sam Hui & Eric Bradlow, 2012. "Bayesian multi-resolution spatial analysis with applications to marketing," Quantitative Marketing and Economics (QME), Springer, vol. 10(4), pages 419-452, December.
    14. Sam K. Hui & Peter S. Fader & Eric T. Bradlow, 2009. "Path Data in Marketing: An Integrative Framework and Prospectus for Model Building," Marketing Science, INFORMS, vol. 28(2), pages 320-335, 03-04.
    15. David H. Good & Maureen A. Pirog-Good, 1989. "Models for Bivariate Count Data with an Application to Teenage Delinquency and Paternity," Sociological Methods & Research, , vol. 17(4), pages 409-431, May.
    16. Sam K. Hui & Eric T. Bradlow & Peter S. Fader, 2009. "Testing Behavioral Hypotheses Using an Integrated Model of Grocery Store Shopping Path and Purchase Behavior," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 36(3), pages 478-493.
    17. 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.
    18. Shankar, Venkatesh & Inman, J. Jeffrey & Mantrala, Murali & Kelley, Eileen & Rizley, Ross, 2011. "Innovations in Shopper Marketing: Current Insights and Future Research Issues," Journal of Retailing, Elsevier, vol. 87(S1), pages 29-42.
    19. A. S. C. Ehrenberg, 1995. "Empirical Generalisations, Theory, and Method," Marketing Science, INFORMS, vol. 14(3_supplem), pages 20-28.
    20. Giang Trinh & Cam Rungie & Malcolm Wright & Carl Driesener & John Dawes, 2014. "Predicting future purchases with the Poisson log-normal model," Marketing Letters, Springer, vol. 25(2), pages 219-234, June.
    21. Phua, Peilin & Page, Bill & Bogomolova, Svetlana, 2015. "Validating Bluetooth logging as metric for shopper behaviour studies," Journal of Retailing and Consumer Services, Elsevier, vol. 22(C), pages 158-163.
    22. Fader, Peter S. & Hardie, Bruce G. S., 2002. "A note on an integrated model of customer buying behavior," European Journal of Operational Research, Elsevier, vol. 139(3), pages 682-687, June.
    23. David Hensher, 2001. "The valuation of commuter travel time savings for car drivers: evaluating alternative model specifications," Transportation, Springer, vol. 28(2), pages 101-118, May.
    24. Frank M. Bass & Jerry Wind, 1995. "Introduction to the Special Issue: Empirical Generalizations in Marketing," Marketing Science, INFORMS, vol. 14(3_supplem), pages 1-5.
    25. Wagner Kamakura, 2012. "Sequential market basket analysis," Marketing Letters, Springer, vol. 23(3), pages 505-516, September.
    26. Dorsey, Joshua D. & Ashley, Christy & Oliver, Jason D., 2016. "Triggers and outcomes of customer-to-customer aisle rage," Journal of Retailing and Consumer Services, Elsevier, vol. 32(C), pages 67-77.
    27. Park, C Whan & Iyer, Easwar S & Smith, Daniel C, 1989. "The Effects of Situational Factors on In-Store Grocery Shopping Behavior: The Role of Store Environment and Time Available for Shopping," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 15(4), pages 422-433, March.
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