IDEAS home Printed from https://ideas.repec.org/a/eee/jbrese/v124y2021icp152-162.html
   My bibliography  Save this article

A multi-category demand model incorporating inter-product proximity

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S014829632030789X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jbusres.2020.11.036?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    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. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. Pradeep K. Chintagunta, 1993. "Investigating Purchase Incidence, Brand Choice and Purchase Quantity Decisions of Households," Marketing Science, INFORMS, vol. 12(2), pages 184-208.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Haans, Hans & Gijsbrechts, Els, 2011. "“One-deal-fits-all?” On Category Sales Promotion Effectiveness in Smaller versus Larger Supermarkets," Journal of Retailing, Elsevier, vol. 87(4), pages 427-443.
    2. Grewal, Dhruv & Janakiraman, Ramkumar & Kalyanam, Kirthi & Kannan, P.K. & Ratchford, Brian & Song, Reo & Tolerico, Stephen, 2010. "Strategic Online and Offline Retail Pricing: A Review and Research Agenda," Journal of Interactive Marketing, Elsevier, vol. 24(2), pages 138-154.
    3. Gelper, Sarah & Wilms, Ines & Croux, Christophe, 2016. "Identifying Demand Effects in a Large Network of Product Categories," Journal of Retailing, Elsevier, vol. 92(1), pages 25-39.
    4. Brown, James R. & Dant, Rajiv P., 2009. "The Theoretical Domains of Retailing Research: A Retrospective," Journal of Retailing, Elsevier, vol. 85(2), pages 113-128.
    5. Kelting, Katie & Berry, Christopher & van Horen, Femke, 2019. "The presence of copycat private labels in a product set increases consumers' choice ease when shopping with an abstract mindset," Journal of Business Research, Elsevier, vol. 99(C), pages 264-274.
    6. Poncin, Ingrid & Ben Mimoun, Mohamed Slim, 2014. "The impact of “e-atmospherics†on physical stores," Journal of Retailing and Consumer Services, Elsevier, vol. 21(5), pages 851-859.
    7. Mussol, Sarah & Aurier, Philippe & de Lanauze, Gilles Séré, 2019. "Developing in-store brand strategies and relational expression through sales promotions," Journal of Retailing and Consumer Services, Elsevier, vol. 47(C), pages 241-250.
    8. Dorai, Sriram & Balasubramanian, Nataraj & Sivakumaran, Bharadhwaj, 2021. "Enhancing relationships in e-tail: Role of relationship quality and duration," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    9. Newman, Christopher L. & Howlett, Elizabeth & Burton, Scot, 2014. "Shopper Response to Front-of-Package Nutrition Labeling Programs: Potential Consumer and Retail Store Benefits," Journal of Retailing, Elsevier, vol. 90(1), pages 13-26.
    10. Ioannis Krasonikolakis & Adam Vrechopoulos & Sergios Dimitriadis & Nancy Pouloudi, 2021. "User perceptions of 3D online store designs: an experimental investigation," Information Systems and e-Business Management, Springer, vol. 19(4), pages 1321-1354, December.
    11. Yeo Amy Chu May & Ong Wei Seng & Kwek Choon Ling, 2019. "The antecedents influencing shoppers’ frequencies of visit and purchase intention in the shopping mall: A study on the pull factors," HOLISTICA – Journal of Business and Public Administration, Sciendo, vol. 10(3), pages 53-74, December.
    12. Grewal, Dhruv & Ailawadi, Kusum L. & Gauri, Dinesh & Hall, Kevin & Kopalle, Praveen & Robertson, Jane R., 2011. "Innovations in Retail Pricing and Promotions," Journal of Retailing, Elsevier, vol. 87(S1), pages 43-52.
    13. Loureiro, Sandra Maria Correia & Roschk, Holger, 2014. "Differential effects of atmospheric cues on emotions and loyalty intention with respect to age under online/offline environment," Journal of Retailing and Consumer Services, Elsevier, vol. 21(2), pages 211-219.
    14. Jaehwan Kim & Greg M. Allenby & Peter E. Rossi, 2002. "Modeling Consumer Demand for Variety," Marketing Science, INFORMS, vol. 21(3), pages 229-250, December.
    15. Joy, Annamma & Wang, Jeff Jianfeng & Chan, Tsang-Sing & Sherry, John F. & Cui, Geng, 2014. "M(Art)Worlds: Consumer Perceptions of How Luxury Brand Stores Become Art Institutions," Journal of Retailing, Elsevier, vol. 90(3), pages 347-364.
    16. Tracy Harkison & Nigel Hemmington & Kenneth F. Hyde, 2018. "Luxury accommodation – significantly different or just more expensive?," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 17(4), pages 231-243, August.
    17. Bhat, Chandra R., 2005. "A multiple discrete-continuous extreme value model: formulation and application to discretionary time-use decisions," Transportation Research Part B: Methodological, Elsevier, vol. 39(8), pages 679-707, September.
    18. Adilson Borges & Felipe Pantoja & Patricia Rossi & Amanda Yamim, 2020. "If I Touch It, I will Like It! The Role of Tactile Inputs on Gustatory Perceptions of Food Items," Post-Print hal-02507986, HAL.
    19. Kim, Sehoon & Connerton, Timothy Paul & Park, Cheongyeul, 2022. "Transforming the automotive retail: Drivers for customers' omnichannel BOPS (Buy Online & Pick up in Store) behavior," Journal of Business Research, Elsevier, vol. 139(C), pages 411-425.
    20. Zhou, Jiaying & Dahana, Wirawan Dony & Ye, Qiongwei & Zhang, Qingyu & Ye, Mingqi & Li, Xi, 2023. "Hedonic service consumption and its dynamic effects on sales in the brick-and-mortar retail context," Journal of Retailing and Consumer Services, Elsevier, vol. 70(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jbrese:v:124:y:2021:i:c:p:152-162. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jbusres .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.