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How Point-of-Sale Marketing Mix Impacts National-Brand Purchase Shares

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  • Minha Hwang

    (McGill University, Montreal, Quebec H3A 0G4, Canada)

  • Raphael Thomadsen

    (Washington University in St. Louis, St. Louis, Missouri 63130)

Abstract

Purchase shares of major national brands in consumer packaged-goods industries vary substantially across stores, both between geographic markets and across stores within markets. We measure the relationship between the variation in national-brand purchase shares and five store-specific marketing mix factors: prices, assortment shares, features, displays, and promotion intensity. We do this by first demonstrating the extent to which purchase shares of the top two national brands across six different categories vary across markets, accounts (defined as chain–market interactions) and stores: market-level variation accounts for approximately 30% of the weekly purchase share variation across stores, whereas account-level and store-level variation explain an additional 13% and 5% of the variation, respectively. We then measure the extent to which assortment, pricing, feature, display, and promotion activities affect the purchase shares of the top national brands. We find that price and assortment share are the two most important point-of-sale factors in determining a brand’s purchase share. We also examine how the proximity to a brand’s city of origin, the assortment share of a store’s private label, the extent of retail competition, and the demographics of the store’s neighborhood affect the purchase share’s sensitivity to the point-of-sale marketing mix, revealing several subtle effects. Finally, we measure the extent to which the variation in top national-brand purchase shares is explained by these five factors. We find that, on average, approximately 56% of the variation in national-brand purchase shares can be attributed to these five factors. These results demonstrate the potential importance of trade marketing on a brand’s purchase shares. This paper was accepted by J. Miguel Villas-Boas, marketing .

Suggested Citation

  • Minha Hwang & Raphael Thomadsen, 2016. "How Point-of-Sale Marketing Mix Impacts National-Brand Purchase Shares," Management Science, INFORMS, vol. 62(2), pages 571-590, February.
  • Handle: RePEc:inm:ormnsc:v:62:y:2016:i:2:p:571-590
    DOI: 10.1287/mnsc.2014.2113
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    as
    1. Upender Subramanian & Jagmohan S. Raju & Sanjay K. Dhar & Yusong Wang, 2010. "Competitive Consequences of Using a Category Captain," Management Science, INFORMS, vol. 56(10), pages 1739-1765, October.
    2. David J. Reibstein & Paul W. Farris, 1995. "Market Share and Distribution: A Generalization, a Speculation, and Some Implications," Marketing Science, INFORMS, vol. 14(3_supplem), pages 190-202.
    3. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2011. "Robust Inference With Multiway Clustering," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 29(2), pages 238-249, April.
    4. Hernán A. Bruno & Naufel J. Vilcassim, 2008. "—Structural Demand Estimation with Varying Product Availability," Marketing Science, INFORMS, vol. 27(6), pages 1126-1131, 11-12.
    5. Bart J. Bronnenberg & Jean-Pierre H. Dube & Matthew Gentzkow, 2012. "The Evolution of Brand Preferences: Evidence from Consumer Migration," American Economic Review, American Economic Association, vol. 102(6), pages 2472-2508, October.
    6. Barry L. Bayus & William P. Putsis, Jr., 1999. "Product Proliferation: An Empirical Analysis of Product Line Determinants and Market Outcomes," Marketing Science, INFORMS, vol. 18(2), pages 137-153.
    7. Bart J. Bronnenberg & Luc Wathieu, 1996. "Asymmetric Promotion Effects and Brand Positioning," Marketing Science, INFORMS, vol. 15(4), pages 379-394.
    8. Sanjay K. Dhar & Stephen J. Hoch, 1997. "Why Store Brand Penetration Varies by Retailer," Marketing Science, INFORMS, vol. 16(3), pages 208-227.
    9. Sharad Borle & Peter Boatwright & Joseph B. Kadane & Joseph C. Nunes & Shmueli Galit, 2005. "The Effect of Product Assortment Changes on Customer Retention," Marketing Science, INFORMS, vol. 24(4), pages 616-622, July.
    10. Minha Hwang & Bart J. Bronnenberg & Raphael Thomadsen, 2010. "An Empirical Analysis of Assortment Similarities Across U.S. Supermarkets," Marketing Science, INFORMS, vol. 29(5), pages 858-879, 09-10.
    11. Bart Bronnenberg & Sanjay Dhar & Jean-Pierre Dubé, 2011. "Endogenous sunk costs and the geographic differences in the market structures of CPG categories," Quantitative Marketing and Economics (QME), Springer, vol. 9(1), pages 1-23, March.
    12. Bart J. Bronnenberg & Michael W. Kruger & Carl F. Mela, 2008. "—The IRI Marketing Data Set," Marketing Science, INFORMS, vol. 27(4), pages 745-748, 07-08.
    13. Ting Zhu & Vishal Singh & Anthony Dukes, 2011. "Local competition, entry, and agglomeration," Quantitative Marketing and Economics (QME), Springer, vol. 9(2), pages 129-154, June.
    14. Sofia Berto Villas-Boas, 2007. "Vertical Relationships between Manufacturers and Retailers: Inference with Limited Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(2), pages 625-652.
    15. Bart J. Bronnenberg & Sanjay K. Dhar & Jean-Pierre H. Dubé, 2009. "Brand History, Geography, and the Persistence of Brand Shares," Journal of Political Economy, University of Chicago Press, vol. 117(1), pages 87-115, February.
    16. Bart J. Bronnenberg & Carl F. Mela, 2004. "Market Roll-Out and Retailer Adoption for New Brands," Marketing Science, INFORMS, vol. 23(4), pages 500-518, September.
    17. Vrinda Kadiyali & Pradeep Chintagunta & Naufel Vilcassim, 2000. "Manufacturer-Retailer Channel Interactions and Implications for Channel Power: An Empirical Investigation of Pricing in a Local Market," Marketing Science, INFORMS, vol. 19(2), pages 127-148, September.
    18. ANITA M. McGAHAN & MICHAEL E. PORTER, 1997. "How Much Does Industry Matter, Really?," Strategic Management Journal, Wiley Blackwell, vol. 18(S1), pages 15-30, July.
    19. Judith A. Chevalier & Anil K. Kashyap & Peter E. Rossi, 2003. "Why Don't Prices Rise During Periods of Peak Demand? Evidence from Scanner Data," American Economic Review, American Economic Association, vol. 93(1), pages 15-37, March.
    20. Douglas Bowman & Hubert Gatignon, 1996. "Order of Entry as a Moderator of the Effect of the Marketing Mix on Market Share," Marketing Science, INFORMS, vol. 15(3), pages 222-242.
    21. Koen Pauwels & Shuba Srinivasan, 2004. "Who Benefits from Store Brand Entry?," Marketing Science, INFORMS, vol. 23(3), pages 364-390, July.
    22. Marnik G. Dekimpe & Dominique M. Hanssens, 1995. "Empirical Generalizations About Market Evolution and Stationarity," Marketing Science, INFORMS, vol. 14(3_supplem), pages 109-121.
    23. Matthew C. Weinberg, 2011. "More Evidence on the Performance of Merger Simulations," American Economic Review, American Economic Association, vol. 101(3), pages 51-55, May.
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    3. O. Cem Ozturk & Necati Tereyagoglu, 2022. "Distribution Channel Relationships in the Presence of Multimarket Contact," Production and Operations Management, Production and Operations Management Society, vol. 31(1), pages 218-238, January.
    4. Diego Daruich & Julian Kozlowski, 2023. "Macroeconomic Implications of Uniform Pricing," American Economic Journal: Macroeconomics, American Economic Association, vol. 15(3), pages 64-108, July.
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    6. Shen, Qichao & He, Bo & Qing, Qiankai, 2022. "Interplays between manufacturer advertising and retailer store brand introduction: Agency vs. wholesale contracts," Journal of Retailing and Consumer Services, Elsevier, vol. 64(C).

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