IDEAS home Printed from https://ideas.repec.org/a/inm/ormnsc/v62y2016i2p571-590.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/mnsc.2014.2113
    Download Restriction: no

    File URL: https://libkey.io/10.1287/mnsc.2014.2113?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
    ---><---

    References listed on IDEAS

    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. Cameron, A. Colin & Gelbach, Jonah B. & Miller, Douglas L., 2011. "Robust Inference With Multiway Clustering," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(2), pages 238-249.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. Koen Pauwels & Shuba Srinivasan, 2004. "Who Benefits from Store Brand Entry?," Marketing Science, INFORMS, vol. 23(3), pages 364-390, July.
    10. 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.
    11. 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.
    12. 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.
    13. Bart J. Bronnenberg & Luc Wathieu, 1996. "Asymmetric Promotion Effects and Brand Positioning," Marketing Science, INFORMS, vol. 15(4), pages 379-394.
    14. Sanjay K. Dhar & Stephen J. Hoch, 1997. "Why Store Brand Penetration Varies by Retailer," Marketing Science, INFORMS, vol. 16(3), pages 208-227.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Karray, Salma & Martín-Herrán, Guiomar, 2019. "Fighting store brands through the strategic timing of pricing and advertising decisions," European Journal of Operational Research, Elsevier, vol. 275(2), pages 635-647.
    2. Marius Johnen & Oliver Schnittka, 2020. "Changing consumers’ minds at the point of sale: price discounts vs. in-store advertising," Marketing Letters, Springer, vol. 31(1), pages 49-71, March.
    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.
    5. Haipeng (Allan) Chen & Woojin Choi & Yan (Lucy) Liu & Haoying Sun & Fu Liu, 2021. "More or Less? Consumer Goal Orientation and Product Choice," Customer Needs and Solutions, Springer;Institute for Sustainable Innovation and Growth (iSIG), vol. 8(1), pages 16-26, June.
    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).

    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. Dekimpe, Marnik G. & Gielens, Katrijn & Raju, Jagmohan & Thomas, Jacquelyn S., 2011. "Strategic Assortment Decisions in Information-Intensive and Turbulent Environments," Journal of Retailing, Elsevier, vol. 87(S1), pages 17-28.
    2. Michaela Draganska & Daniel Klapper & Sofia B. Villas-Boas, 2010. "A Larger Slice or a Larger Pie? An Empirical Investigation of Bargaining Power in the Distribution Channel," Marketing Science, INFORMS, vol. 29(1), pages 57-74, 01-02.
    3. Csilla Horváth & Dennis Fok, 2013. "Moderating Factors of Immediate, Gross, and Net Cross-Brand Effects of Price Promotions," Marketing Science, INFORMS, vol. 32(1), pages 127-152, July.
    4. Groznik, Ana & Heese, H. Sebastian, 2010. "Supply chain interactions due to store-brand introductions: The impact of retail competition," European Journal of Operational Research, Elsevier, vol. 203(3), pages 575-582, June.
    5. Draganska, Michaela & Klapper, Daniel, 2006. "Retail Environment and Manufacturer Competitive Intensity," Research Papers 1953, Stanford University, Graduate School of Business.
    6. Cleeren, K. & Dekimpe, M.G. & Verboven, F., 2005. "Intra- and Inter-Channel Competition in Local-Service Sectors," ERIM Report Series Research in Management ERS-2005-018-MKT, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    7. Deleersnyder, B. & Dekimpe, M.G. & Steenkamp, J-B.E.M. & Koll, O., 2005. "Win-Win Strategies at Discount Stores," ERIM Report Series Research in Management ERS-2005-050-MKT, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    8. Deleersnyder, B. & Dekimpe, M.G. & Steenkamp, J.E.B.M. & Koll, O., 2007. "Win-win strategies at discount stores," Other publications TiSEM 34fbe624-0ee7-4c52-b640-7, Tilburg University, School of Economics and Management.
    9. Rafael Becerril-Arreola & Randolph E. Bucklin & Raphael Thomadsen, 2021. "Effects of Income Distribution Changes on Assortment Size in the Mainstream Grocery Channel," Management Science, INFORMS, vol. 67(9), pages 5878-5900, September.
    10. Vincent R. Nijs & Kanishka Misra & Karsten Hansen, 2014. "Outsourcing Retail Pricing to a Category Captain: The Role of Information Firewalls," Marketing Science, INFORMS, vol. 33(1), pages 66-81, January.
    11. Hökelekli, Gizem & Lamey, Lien & Verboven, Frank, 2017. "The battle of traditional retailers versus discounters: The role of PL tiers," Journal of Retailing and Consumer Services, Elsevier, vol. 39(C), pages 11-22.
    12. Richard Friberg & Mark Sanctuary, 2017. "The Effect of Retail Distribution on Sales of Alcoholic Beverages," Marketing Science, INFORMS, vol. 36(4), pages 626-641, July.
    13. Sergio Meza & K. Sudhir, 2010. "Do private labels increase retailer bargaining power?," Quantitative Marketing and Economics (QME), Springer, vol. 8(3), pages 333-363, September.
    14. Fornari, Daniele & Fornari, Edoardo & Grandi, Sebastiano & Menegatti, Mario, 2016. "Leading national brands facing store brands competition: Is price competitiveness the only thing that matters?," Journal of Retailing and Consumer Services, Elsevier, vol. 30(C), pages 234-241.
    15. Szymanowski, M.G., 2009. "Consumption-based learning about brand quality : Essays on how private labels share and borrow reputation," Other publications TiSEM b12825d8-5e21-4437-adda-b, Tilburg University, School of Economics and Management.
    16. Martin O'Connell & Pierre Dubois & Rachel Griffith, 2022. "The Use of Scanner Data for Economics Research," Annual Review of Economics, Annual Reviews, vol. 14(1), pages 723-745, August.
    17. ter Braak, Anne & Deleersnyder, Barbara, 2018. "Innovation Cloning: The Introduction and Performance of Private Label Innovation Copycats," Journal of Retailing, Elsevier, vol. 94(3), pages 312-327.
    18. Kopalle, Praveen & Biswas, Dipayan & Chintagunta, Pradeep K. & Fan, Jia & Pauwels, Koen & Ratchford, Brian T. & Sills, James A., 2009. "Retailer Pricing and Competitive Effects," Journal of Retailing, Elsevier, vol. 85(1), pages 56-70.
    19. Thomas W. Quan & Kevin R. Williams, 2017. "Product Variety, Across-Market Demand Heterogeneity, and the Value of Online Retail," Cowles Foundation Discussion Papers 2054R3, Cowles Foundation for Research in Economics, Yale University, revised Jun 2018.
    20. Dutta, Shantanu & Bergen, Mark & Levy, Daniel, 2002. "Price flexibility in channels of distribution: Evidence from scanner data," Journal of Economic Dynamics and Control, Elsevier, vol. 26(11), pages 1845-1900, September.

    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:inm:ormnsc:v:62:y:2016:i:2:p:571-590. 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: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    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.