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Nonlinear Impact of the Marketing Mix on Brand Sales Performance

Author

Listed:
  • Rafael Barreiros Porto

    (University of Brasília)

  • Nolah Schutte da Rocha Lima

    (University of Brasília)

Abstract

The pattern of the impact that marketing activities exert on sales has not been widely examined in the literature. Many studies have adopted restricted linear perspectives, disregarding the empirical evidence. We investigated the nonlinear impact of the marketing mix on the volume of sales, volume of consumers and level of purchasing by each consumer, through a longitudinal study with panel data of brands and consumers simultaneously. We analyzed 121 brands during 13 months, with 793 purchases/month by consumers, through application of three generalized estimating equations. The results indicate that the marketing mix, especially branding and pricing, have a strong impact on all the dependent variables in nonlinear form, with good fits of the parameters. The joint effect generates economies of scale for the brands, while for each consumer the joint effect stimulates the gradual purchase of larger quantities. The study demonstrates eight impacting patterns of the marketing mix on the indicators investigated, with alterations in their order and weight for brands and consumers.

Suggested Citation

  • Rafael Barreiros Porto & Nolah Schutte da Rocha Lima, 2015. "Nonlinear Impact of the Marketing Mix on Brand Sales Performance," Brazilian Business Review, Fucape Business School, vol. 12(5), pages 57-77, September.
  • Handle: RePEc:bbz:fcpbbr:v:12:y:2015:i:5:p:57-77
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    References listed on IDEAS

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    1. Bowman, Douglas & Gatignon, Hubert, 2010. "Market Response and Marketing Mix Models: Trends and Research Opportunities," Foundations and Trends(R) in Marketing, now publishers, vol. 4(3), pages 129-207, May.
    2. Habel, Cullen & Lockshin, Larry, 2013. "Realizing the value of extensive replication: A theoretically robust portrayal of double jeopardy," Journal of Business Research, Elsevier, vol. 66(9), pages 1448-1456.
    3. Uncles, Mark D. & Ehrenberg, Andrew S. C. & Goodhardt, Gerald J., 2004. "Reply to commentary on "Understanding brand performance measures: using Dirichlet benchmarks"," Journal of Business Research, Elsevier, vol. 57(12), pages 1329-1330, December.
    4. Franses, Philip Hans, 2006. "Forecasting in Marketing," Handbook of Economic Forecasting, in: G. Elliott & C. Granger & A. Timmermann (ed.), Handbook of Economic Forecasting, edition 1, volume 1, chapter 18, pages 983-1012, Elsevier.
    5. Kevin Lane Keller & Donald R. Lehmann, 2006. "Brands and Branding: Research Findings and Future Priorities," Marketing Science, INFORMS, vol. 25(6), pages 740-759, 11-12.
    6. Jorge M. Oliveira-Castro & Gordon R. Foxall & Victoria K. James & Roberta H.B.F. Pohl & Moema B. Dias & Shing W. Chang, 2008. "Consumer-based brand equity and brand performance," The Service Industries Journal, Taylor & Francis Journals, vol. 28(4), pages 445-461, May.
    7. Ehrenberg, Andrew S. C. & Uncles, Mark D. & Goodhardt, Gerald J., 2004. "Understanding brand performance measures: using Dirichlet benchmarks," Journal of Business Research, Elsevier, vol. 57(12), pages 1307-1325, December.
    8. G. Elliott & C. Granger & A. Timmermann (ed.), 2006. "Handbook of Economic Forecasting," Handbook of Economic Forecasting, Elsevier, edition 1, volume 1, number 1.
    9. Gordon R. Foxall, 2005. "Understanding Consumer Choice," Palgrave Macmillan Books, Palgrave Macmillan, number 978-0-230-51002-9, October.
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