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Estimating store choices with endogenous shopping bundles and price uncertainty

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  • Kim, Hyunchul
  • Kim, Kyoo il

Abstract

We develop a structural model of retail store choices for which household shopping plans and price beliefs are endogenously determined. In our model individual households make their store choices based on their expected basket costs, which are determined by their shopping plans and price beliefs. Previous studies use realized purchases as a proxy for unobserved shopping lists and also assume homogenous price expectation across all households over the entire sample period. Our approach improves the measures of expected basket costs by estimating intended shopping lists of households using a duration model and also by constructing household-, time-, store-, and goods-specific price expectations. In our empirical application using a scanner data set, we find that the store choices become significantly more elastic to prices when the correction is applied.

Suggested Citation

  • Kim, Hyunchul & Kim, Kyoo il, 2017. "Estimating store choices with endogenous shopping bundles and price uncertainty," International Journal of Industrial Organization, Elsevier, vol. 54(C), pages 1-36.
    • Handle: RePEc:eee:indorg:v:54:y:2017:i:c:p:1-36
    DOI: 10.1016/j.ijindorg.2017.06.005
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    Cited by:

    1. Brian Adams & Kevin R. Williams, 2019. "Zone Pricing in Retail Oligopoly," American Economic Journal: Microeconomics, American Economic Association, vol. 11(1), pages 124-156, February.
    2. Yanghao Wang & Metin Çakır & Timothy A. Park, 2025. "The role of geographic market definition in analysis of grocery retailing," American Journal of Agricultural Economics, John Wiley & Sons, vol. 107(1), pages 208-230, January.
    3. Boto-García, David & Alvarez, Antonio, 2020. "Modelling the effect of store flyers on supermarket sales: An application to olive oil demand," Journal of Retailing and Consumer Services, Elsevier, vol. 54(C).

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    More about this item

    Keywords

    Store choice; Expected basket cost; Price expectation; Consumer demand; Supermarket industry;
    All these keywords.

    JEL classification:

    • D1 - Microeconomics - - Household Behavior
    • D8 - Microeconomics - - Information, Knowledge, and Uncertainty
    • L1 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance
    • L8 - Industrial Organization - - Industry Studies: Services

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