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A multi-category demand model incorporating inter-product proximity

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  • Ma, Yu
  • Seetharaman, P.B. (Seethu)
  • Singh, Vishal

Abstract

Grocery stores typically contain hundreds of product categories. Physically arranging these product categories among a limited number of store aisles and shelves is a challenging task. We propose a multi-category demand model that considers physical locations of product categories to be important determinants of consumers’ purchase incidence decisions in these categories at the store, and examine two issues: (1) to what extent does store layout influence shopping basket decisions? (2) how should the store layout be re-designed to achieve optimal profit? Our analyses suggest the retailer can significantly increase store profitability by re-organizing retail layout configurations.

Suggested Citation

  • Ma, Yu & Seetharaman, P.B. (Seethu) & Singh, Vishal, 2021. "A multi-category demand model incorporating inter-product proximity," Journal of Business Research, Elsevier, vol. 124(C), pages 152-162.
  • Handle: RePEc:eee:jbrese:v:124:y:2021:i:c:p:152-162
    DOI: 10.1016/j.jbusres.2020.11.036
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    References listed on IDEAS

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    1. Ailawadi, Kusum L. & Beauchamp, J.P. & Donthu, Naveen & Gauri, Dinesh K. & Shankar, Venkatesh, 2009. "Communication and Promotion Decisions in Retailing: A Review and Directions for Future Research," Journal of Retailing, Elsevier, vol. 85(1), pages 42-55.
    2. Jia Li & Tat Y. Chan & Michael Lewis, 2016. "What Happens When Manufacturers Perform The Retailing Functions?," Production and Operations Management, Production and Operations Management Society, vol. 25(8), pages 1391-1403, August.
    3. Grewal, Dhruv & Levy, Michael & Kumar, V., 2009. "Customer Experience Management in Retailing: An Organizing Framework," Journal of Retailing, Elsevier, vol. 85(1), pages 1-14.
    4. Pradeep K. Chintagunta, 1993. "Investigating Purchase Incidence, Brand Choice and Purchase Quantity Decisions of Households," Marketing Science, INFORMS, vol. 12(2), pages 184-208.
    5. Garaus, Marion & Wagner, Udo & Kummer, Claudia, 2015. "Cognitive fit, retail shopper confusion, and shopping value: Empirical investigation," Journal of Business Research, Elsevier, vol. 68(5), pages 1003-1011.
    6. Puneet Manchanda & Asim Ansari & Sunil Gupta, 1999. "The “Shopping Basket”: A Model for Multicategory Purchase Incidence Decisions," Marketing Science, INFORMS, vol. 18(2), pages 95-114.
    7. Dailey, Lynn, 2004. "Navigational web atmospherics: Explaining the influence of restrictive navigation cues," Journal of Business Research, Elsevier, vol. 57(7), pages 795-803, July.
    8. Ma, Yu & Seetharaman, P.B. & Narasimhan, Chakravarthi, 2012. "Modeling Dependencies in Brand Choice Outcomes Across Complementary Categories," Journal of Retailing, Elsevier, vol. 88(1), pages 47-62.
    9. Mazursky, David & Vinitzky, Gideon, 2005. "Modifying consumer search processes in enhanced on-line interfaces," Journal of Business Research, Elsevier, vol. 58(10), pages 1299-1309, October.
    10. Puccinelli, Nancy M. & Goodstein, Ronald C. & Grewal, Dhruv & Price, Robert & Raghubir, Priya & Stewart, David, 2009. "Customer Experience Management in Retailing: Understanding the Buying Process," Journal of Retailing, Elsevier, vol. 85(1), pages 15-30.
    11. Griffith, David A., 2005. "An examination of the influences of store layout in online retailing," Journal of Business Research, Elsevier, vol. 58(10), pages 1391-1396, October.
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