IDEAS home Printed from https://ideas.repec.org/a/eee/jouret/v91y2015i1p19-33.html
   My bibliography  Save this article

An Analysis of Assortment Choice in Grocery Retailing

Author

Listed:
  • Kwak, Kyuseop
  • Duvvuri, Sri Devi
  • Russell, Gary J.

Abstract

Consumers in grocery retailing commonly buy bundles of products to accommodate current and future consumption. When all products in a particular bundle share common attributes (and are selected from the same product category), the consumer is said to assemble an assortment. This research examines the impact of assortment variety on the assortment choice process. In particular, we test the prediction that consumers demand less variety for higher quality items. To investigate this relationship, we employ a flexible choice model, suitable for the analysis of assortment choice. The model, based upon the assumption that the utility of purchase of one item in an assortment depends upon the set of items already selected, allows for a general utility structure across the assortment items. We apply the model to household assortment choice histories from the yogurt product category. Substantively, we show that yogurt choice is affected by brand quality perceptions (quality-tier competition). Moreover, we show that reaction to reductions in variety (number of yogurt flavors) is mediated by brand quality perceptions. Taken together, these empirical facts paint a picture of a consumer who is willing to trade-off variety against product quality in assortment choice.

Suggested Citation

  • Kwak, Kyuseop & Duvvuri, Sri Devi & Russell, Gary J., 2015. "An Analysis of Assortment Choice in Grocery Retailing," Journal of Retailing, Elsevier, vol. 91(1), pages 19-33.
  • Handle: RePEc:eee:jouret:v:91:y:2015:i:1:p:19-33
    DOI: 10.1016/j.jretai.2014.10.004
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0022435914000700
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jretai.2014.10.004?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. Simona Botti & Ann L. McGill, 2006. "When Choosing Is Not Deciding: The Effect of Perceived Responsibility on Satisfaction," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 33(2), pages 211-219, July.
    2. Joel Huber and Kenneth Train., 2000. "On the Similarity of Classical and Bayesian Estimates of Individual Mean Partworths," Economics Working Papers E00-289, University of California at Berkeley.
    3. Janiszewski, Chris & Cunha, Marcus, Jr, 2004. "The Influence of Price Discount Framing on the Evaluation of a Product Bundle," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 30(4), pages 534-546, March.
    4. Hogarth, Robin M. (ed.), 1990. "Insights in Decision Making," University of Chicago Press Economics Books, University of Chicago Press, edition 1, number 9780226348551, September.
    5. Sangkil Moon & Gary J. Russell, 2008. "Predicting Product Purchase from Inferred Customer Similarity: An Autologistic Model Approach," Management Science, INFORMS, vol. 54(1), pages 71-82, January.
    6. Inseong Song & Pradeep K. Chintagunta, 2006. "Measuring Cross-Category Price Effects with Aggregate Store Data," Management Science, INFORMS, vol. 52(10), pages 1594-1609, October.
    7. Lee, Lung-Fei, 1995. "Asymptotic Bias in Simulated Maximum Likelihood Estimation of Discrete Choice Models," Econometric Theory, Cambridge University Press, vol. 11(3), pages 437-483, June.
    8. Rakesh Niraj & V. Padmanabhan & P. B. Seetharaman, 2008. "Research Note—A Cross-Category Model of Households' Incidence and Quantity Decisions," Marketing Science, INFORMS, vol. 27(2), pages 225-235, 03-04.
    9. Shugan, Steven M, 1980. "The Cost of Thinking," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 7(2), pages 99-111, Se.
    10. D. R. Cox, 1972. "The Analysis of Multivariate Binary Data," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 21(2), pages 113-120, June.
    11. Matthew Gentzkow, 2007. "Valuing New Goods in a Model with Complementarity: Online Newspapers," American Economic Review, American Economic Association, vol. 97(3), pages 713-744, June.
    12. Dmitri Kuksov & J. Miguel Villas-Boas, 2010. "When More Alternatives Lead to Less Choice," Marketing Science, INFORMS, vol. 29(3), pages 507-524, 05-06.
    13. Kamakura, Wagner A. & Schimmel, Carl W., 2013. "Uncovering audience preferences for concert features from single-ticket sales with a factor-analytic random-coefficients model," International Journal of Research in Marketing, Elsevier, vol. 30(2), pages 129-142.
    14. Jiwoong Shin & Dan Ariely, 2004. "Keeping Doors Open: The Effect of Unavailability on Incentives to Keep Options Viable," Management Science, INFORMS, vol. 50(5), pages 575-586, May.
    15. John T. Gourville & Dilip Soman, 2005. "Overchoice and Assortment Type: When and Why Variety Backfires," Marketing Science, INFORMS, vol. 24(3), pages 382-395, July.
    16. Peter H. Farquhar & Vithala R. Rao, 1976. "A Balance Model for Evaluating Subsets of Multiattributed Items," Management Science, INFORMS, vol. 22(5), pages 528-539, January.
    17. Anselin, Luc, 2002. "Under the hood : Issues in the specification and interpretation of spatial regression models," Agricultural Economics, Blackwell, vol. 27(3), pages 247-267, November.
    18. Kahn, Barbara E & Wansink, Brian, 2004. "The Influence of Assortment Structure on Perceived Variety and Consumption Quantities," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 30(4), pages 519-533, March.
    19. Kahn, Barbara & Moore, William L & Glazer, Rashi, 1987. "Experiments in Constrained Choice," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 14(1), pages 96-113, June.
    20. Hoyer, Wayne D, 1984. "An Examination of Consumer Decision Making for a Common Repeat Purchase Product," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 11(3), pages 822-829, December.
    21. John W. Walsh, 1995. "Flexibility in Consumer Purchasing for Uncertain Future Tastes," Marketing Science, INFORMS, vol. 14(2), pages 148-165.
    22. David R. Bell & James M. Lattin, 1998. "Shopping Behavior and Consumer Preference for Store Price Format: Why “Large Basket” Shoppers Prefer EDLP," Marketing Science, INFORMS, vol. 17(1), pages 66-88.
    23. Robert C. Blattberg & Kenneth J. Wisniewski, 1989. "Price-Induced Patterns of Competition," Marketing Science, INFORMS, vol. 8(4), pages 291-309.
    24. Yasemin Boztuğ & Lutz Hildebrandt, 2008. "Modeling Joint Purchases with a Multivariate MNL Approach," Schmalenbach Business Review (sbr), LMU Munich School of Management, vol. 60(4), pages 400-422, October.
    25. Stephen J. Hoch & Eric T. Bradlow & Brian Wansink, 1999. "The Variety of an Assortment," Marketing Science, INFORMS, vol. 18(4), pages 527-546.
    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. Richards, Timothy J. & Hamilton, Stephen F. & Yonezawa, Koichi, 2018. "Retail Market Power in a Shopping Basket Model of Supermarket Competition," Journal of Retailing, Elsevier, vol. 94(3), pages 328-342.
    2. Yan, Huan & Chang, En-Chung & Chou, Ting-Jui & Tang, Xiaofei, 2015. "The over-categorization effect: How the number of categorizations influences shoppers' perceptions of variety and satisfaction," Journal of Business Research, Elsevier, vol. 68(3), pages 631-638.
    3. Vithala R. Rao & Gary J. Russell & Hemant Bhargava & Alan Cooke & Tim Derdenger & Hwang Kim & Nanda Kumar & Irwin Levin & Yu Ma & Nitin Mehta & John Pracejus & R. Venkatesh, 2018. "Emerging Trends in Product Bundling: Investigating Consumer Choice and Firm Behavior," Customer Needs and Solutions, Springer;Institute for Sustainable Innovation and Growth (iSIG), vol. 5(1), pages 107-120, March.
    4. Mark Heitmann & Andreas Herrmann & Christian Kaiser, 2007. "The effect of product variety on purchase probability," Review of Managerial Science, Springer, vol. 1(2), pages 111-131, August.
    5. Katrin Dippold & Harald Hruschka, 2013. "Variable selection for market basket analysis," Computational Statistics, Springer, vol. 28(2), pages 519-539, April.
    6. Philippe Aurier & Victor D. Mejía, 2021. "The differing impacts of brand-line breadth and depth on customers’ repurchasing behavior of frequently purchased packaged goods," Journal of the Academy of Marketing Science, Springer, vol. 49(6), pages 1244-1266, November.
    7. Bonnet, Céline & Richards, Timothy J., 2016. "Models of Consumer Demand for Differentiated Products," TSE Working Papers 16-741, Toulouse School of Economics (TSE).
    8. Simona Botti & Susan Broniarczyk & Gerald Häubl & Ron Hill & Yanliu Huang & Barbara Kahn & Praveen Kopalle & Donald Lehmann & Joe Urbany & Brian Wansink, 2008. "Choice under restrictions," Marketing Letters, Springer, vol. 19(3), pages 183-199, December.
    9. Claire Heeryung Kim & Joonkyung Kim, 2021. "The Role of Cause Involvement and Assortment Size on Decision Difficulty via Communal Relationships," Sustainability, MDPI, vol. 13(23), pages 1-16, December.
    10. Bauer, Johannes C. & Kotouc, Alexander J. & Rudolph, Thomas, 2012. "What constitutes a “good assortment†? A scale for measuring consumers' perceptions of an assortment offered in a grocery category," Journal of Retailing and Consumer Services, Elsevier, vol. 19(1), pages 11-26.
    11. Li, Eric A.L., 2014. "Test for the real option in consumer behavior," Research in Economics, Elsevier, vol. 68(1), pages 70-83.
    12. Kim, Chul & Jun, Duk Bin & Park, Sungho, 2018. "Capturing flexible correlations in multiple-discrete choice outcomes using copulas," International Journal of Research in Marketing, Elsevier, vol. 35(1), pages 34-59.
    13. Anocha Aribarg & Neeraj Arora, 2008. "—Interbrand Variant Overlap: Impact on Brand Preference and Portfolio Profit," Marketing Science, INFORMS, vol. 27(3), pages 474-491, 05-06.
    14. Jonah Berger & Michaela Draganska & Itamar Simonson, 2007. "The Influence of Product Variety on Brand Perception and Choice," Marketing Science, INFORMS, vol. 26(4), pages 460-472, 07-08.
    15. Gérard P. Cachon & Santiago Gallino & Marcelo Olivares, 2019. "Does Adding Inventory Increase Sales? Evidence of a Scarcity Effect in U.S. Automobile Dealerships," Management Science, INFORMS, vol. 65(4), pages 1469-1485, April.
    16. Beneke, Justin & Cumming, Alice & Jolly, Lindsey, 2013. "The effect of item reduction on assortment satisfaction—A consideration of the category of red wine in a controlled retail setting," Journal of Retailing and Consumer Services, Elsevier, vol. 20(3), pages 282-291.
    17. A. Ye(scedilla)im Orhun, 2009. "Optimal Product Line Design When Consumers Exhibit Choice Set-Dependent Preferences," Marketing Science, INFORMS, vol. 28(5), pages 868-886, 09-10.
    18. Tetyana Kosyakova & Thomas Otter & Sanjog Misra & Christian Neuerburg, 2020. "Exact MCMC for Choices from Menus—Measuring Substitution and Complementarity Among Menu Items," Marketing Science, INFORMS, vol. 39(2), pages 427-447, March.
    19. Christina Schamp & Mark Heitmann & Robin Katzenstein, 2019. "Consideration of ethical attributes along the consumer decision-making journey," Journal of the Academy of Marketing Science, Springer, vol. 47(2), pages 328-348, March.
    20. Jing Wang & Anocha Aribarg & Yves F. Atchadé, 2013. "Modeling Choice Interdependence in a Social Network," Marketing Science, INFORMS, vol. 32(6), pages 977-997, November.

    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:jouret:v:91:y:2015:i:1:p:19-33. 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: https://www.journals.elsevier.com/journal-of-retailing .

    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.