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Advertising spending patterns and competitor impact

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  • Gijsenberg, Maarten J.
  • Nijs, Vincent R.

Abstract

In most industries, brand managers do not advertise continuously. Instead, advertising is switched on and off systematically, a phenomenon often referred to as pulsing. Moreover, spending levels vary considerably across periods when brands do advertise. Surprisingly, this variety in advertising spending patterns as observed in practice, as well as competitor impact on these patterns and their sales outcomes, have received relatively little empirical attention. In this paper we focus on two core aspects of observed advertising patterns: incidence and magnitude. Insights are based on the analysis of advertising spending for 370 CPG brands in 71 product categories over a four-year period. We also collected feedback from practitioners dealing with advertising across a wide range of firms. We first empirically establish that pulsing is the dominant form of advertising scheduling. Observed patterns, in turn, are largely driven by television and print advertising. Next, we show that, after accounting for a wide range of other possible drivers, advertising in-sync with competitors is more common than out-of-sync. However, the results suggest that competitive reasoning plays only a relatively minor role in advertising decisions. Finally, we show that, across a wide range of real-world scenarios, investing in top-of-mind awareness through maintenance advertising insulates brands from competitors' actions and boosts sales.

Suggested Citation

  • Gijsenberg, Maarten J. & Nijs, Vincent R., 2019. "Advertising spending patterns and competitor impact," International Journal of Research in Marketing, Elsevier, vol. 36(2), pages 232-250.
  • Handle: RePEc:eee:ijrema:v:36:y:2019:i:2:p:232-250
    DOI: 10.1016/j.ijresmar.2018.11.004
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    as
    1. Toker Doganoglu & Daniel Klapper, 2006. "Goodwill and dynamic advertising strategies," Quantitative Marketing and Economics (QME), Springer, vol. 4(1), pages 5-29, March.
    2. Annette Ptok & Rupinder P. Jindal & Werner J. Reinartz, 2018. "Selling, general, and administrative expense (SGA)-based metrics in marketing: conceptual and measurement challenges," Journal of the Academy of Marketing Science, Springer, vol. 46(6), pages 987-1011, November.
    3. Prasad A. Naik & Murali K. Mantrala & Alan G. Sawyer, 1998. "Planning Media Schedules in the Presence of Dynamic Advertising Quality," Marketing Science, INFORMS, vol. 17(3), pages 214-235.
    4. Fred M. Feinberg, 1992. "Pulsing Policies for Aggregate Advertising Models," Marketing Science, INFORMS, vol. 11(3), pages 221-234.
    5. Marshall Freimer & Dan Horsky, 2012. "Periodic Advertising Pulsing in a Competitive Market," Marketing Science, INFORMS, vol. 31(4), pages 637-648, July.
    6. Elaine Zanutto & Eric Bradlow, 2006. "Data pruning in consumer choice models," Quantitative Marketing and Economics (QME), Springer, vol. 4(3), pages 267-287, September.
    7. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    8. Sunder Kekre & Kannan Srinivasan, 1990. "Broader Product Line: A Necessity to Achieve Success?," Management Science, INFORMS, vol. 36(10), pages 1216-1232, October.
    9. Ashwin Aravindakshan & Prasad Naik, 2011. "How does awareness evolve when advertising stops? The role of memory," Marketing Letters, Springer, vol. 22(3), pages 315-326, September.
    10. Marnik G. Dekimpe & Dominique M. Hanssens, 1995. "The Persistence of Marketing Effects on Sales," Marketing Science, INFORMS, vol. 14(1), pages 1-21.
    11. Marion Debruyne & David J. Reibstein, 2005. "Competitor See, Competitor Do: Incumbent Entry in New Market Niches," Marketing Science, INFORMS, vol. 24(1), pages 55-66, December.
    12. Patrick Puhani, 2000. "The Heckman Correction for Sample Selection and Its Critique," Journal of Economic Surveys, Wiley Blackwell, vol. 14(1), pages 53-68, February.
    13. Mason, Charlotte H. & Milne, George R., 1994. "An approach for identifying cannibalization within product line extensions and multi-brand strategies," Journal of Business Research, Elsevier, vol. 31(2-3), pages 163-170.
    14. Metwally, M M, 1978. "Escalation Tendencies of Advertising," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 40(2), pages 153-163, May.
    15. Dain C. Donelson & Justin J. Hopkins, 2016. "Large Market Declines and Securities Litigation: Implications for Disclosing Adverse Earnings News," Management Science, INFORMS, vol. 62(11), pages 3183-3198, November.
    16. Ashwin Aravindakshan & Prasad A. Naik, 2015. "Understanding the Memory Effects in Pulsing Advertising," Operations Research, INFORMS, vol. 63(1), pages 35-47, February.
    17. Vincent R. Nijs & Shuba Srinivasan & Koen Pauwels, 2007. "Retail-Price Drivers and Retailer Profits," Marketing Science, INFORMS, vol. 26(4), pages 473-487, 07-08.
    18. Jan-Benedict E. M. Steenkamp & Vincent R. Nijs & Dominique M. Hanssens & Marnik G. Dekimpe, 2005. "Competitive Reactions to Advertising and Promotion Attacks," Marketing Science, INFORMS, vol. 24(1), pages 35-54, September.
    19. Bar-Ilan, Avner & Strange, William C., 1999. "The Timing and Intensity of Investment," Journal of Macroeconomics, Elsevier, vol. 21(1), pages 57-77, January.
    20. Maurice W. Sasieni, 1971. "Optimal Advertising Expenditure," Management Science, INFORMS, vol. 18(4-Part-II), pages 64-72, December.
    21. Vijay Mahajan & Eitan Muller, 1986. "Advertising Pulsing Policies for Generating Awareness for New Products," Marketing Science, INFORMS, vol. 5(2), pages 89-106.
    22. Vijay Mahajan & Eitan Muller, 1986. "Reply—Reflections on Advertising Pulsing Policies for Generating Awareness for New Products," Marketing Science, INFORMS, vol. 5(2), pages 110-111.
    23. J. Miguel Villas-Boas, 1993. "Predicting Advertising Pulsing Policies in an Oligopoly: A Model and Empirical Test," Marketing Science, INFORMS, vol. 12(1), pages 88-102.
    24. Hani I. Mesak, 1992. "An Aggregate Advertising Pulsing Model with Wearout Effects," Marketing Science, INFORMS, vol. 11(3), pages 310-326.
    25. Peter Ebbes & Dominik Papies & Harald J. van Heerde, 2011. "The Sense and Non-Sense of Holdout Sample Validation in the Presence of Endogeneity," Marketing Science, INFORMS, vol. 30(6), pages 1115-1122, November.
    26. David B. Montgomery & Marian Chapman Moore & Joel E. Urbany, 2005. "Reasoning About Competitive Reactions: Evidence from Executives," Marketing Science, INFORMS, vol. 24(1), pages 138-149, September.
    27. Maurice W. Sasieni, 1989. "Optimal Advertising Strategies," Marketing Science, INFORMS, vol. 8(4), pages 358-370.
    28. Jean-Pierre Dubé & Günter Hitsch & Puneet Manchanda, 2005. "An Empirical Model of Advertising Dynamics," Quantitative Marketing and Economics (QME), Springer, vol. 3(2), pages 107-144, June.
    29. Riebe, Erica & Wright, Malcolm & Stern, Philip & Sharp, Byron, 2014. "How to grow a brand: Retain or acquire customers?," Journal of Business Research, Elsevier, vol. 67(5), pages 990-997.
    30. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    31. Franses, Philip Hans & Koop, Gary, 1998. "On the sensitivity of unit root inference to nonlinear data transformations," Economics Letters, Elsevier, vol. 59(1), pages 7-15, April.
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