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Measuring and Understanding Brand Value in a Dynamic Model of Brand Management

Author

Listed:
  • Ron N. Borkovsky

    (Rotman School of Management, University of Toronto, Toronto, Ontario M5S 3E6, Canada)

  • Avi Goldfarb

    (Rotman School of Management, University of Toronto, Toronto, Ontario M5S 3E6, Canada)

  • Avery M. Haviv

    (Simon Business School, University of Rochester, Rochester, New York 14627)

  • Sridhar Moorthy

    (Rotman School of Management, University of Toronto, Toronto, Ontario M5S 3E6, Canada)

Abstract

We develop a structural model of brand management to estimate the value of a brand to a firm. In our framework, a brand’s value is the expected net present value of future cash flows accruing to a firm due to its brand. Our brand value measure recognizes that a firm can change its brand equity by investing in advertising. We estimate quarterly brand values in the stacked chips category for the period 2001–2006 and explore how those values change over time. Comparing our brand value measure to its static counterpart, we find that a static measure, which ignores advertising and its ability to affect brand equity dynamics, yields brand values that are artificially high and that fluctuate too much over time. We also explore how changing the ability to build and sustain brand equity affects brand value. At our estimated parameterization, if brand equity were to depreciate more slowly, or if advertising were more effective at building brand equity, then brand value would increase. However, counterintuitively, we find that when the effectiveness of advertising is sufficiently high, increasing the rate at which brand equity depreciates can increase the value of a firm’s brand, even as it reduces the value of the firm overall.

Suggested Citation

  • Ron N. Borkovsky & Avi Goldfarb & Avery M. Haviv & Sridhar Moorthy, 2017. "Measuring and Understanding Brand Value in a Dynamic Model of Brand Management," Marketing Science, INFORMS, vol. 36(4), pages 471-499, July.
  • Handle: RePEc:inm:ormksc:v:36:y:2017:i:4:p:471-499
    DOI: 10.1287/mksc.2016.1020
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    2. Bradley Shapiro & Günter J. Hitsch & Anna Tuchman, 2020. "Generalizable and Robust TV Advertising Effects," NBER Working Papers 27684, National Bureau of Economic Research, Inc.
    3. Brett Hollenbeck, 2020. "Horizontal mergers and innovation in concentrated industries," Quantitative Marketing and Economics (QME), Springer, vol. 18(1), pages 1-37, March.
    4. Linli Xu & Jorge M. Silva-Risso & Kenneth C. Wilbur, 2018. "Dynamic Quality Ladder Model Predictions in Nonrandom Holdout Samples," Management Science, INFORMS, vol. 64(7), pages 3187-3207, July.
    5. T. Tony Ke & Jiwoong Shin & Jungju Yu, 2023. "A Model of Product Portfolio Design: Guiding Consumer Search Through Brand Positioning," Marketing Science, INFORMS, vol. 42(6), pages 1101-1124, November.
    6. Anita Rao, 2020. "Strategic Research and Development Investment Decisions in the Pharmaceutical Industry," Marketing Science, INFORMS, vol. 39(3), pages 564-586, May.
    7. Robert W. Palmatier & Andrew T. Crecelius, 2019. "The “first principles” of marketing strategy," AMS Review, Springer;Academy of Marketing Science, vol. 9(1), pages 5-26, June.
    8. Robert Clark & Yiran Gong, 2021. "Why Do Some New Products Fail? Evidence from the Entry and Exit of Vanilla Coke," Working Paper 1475, Economics Department, Queen's University.
    9. Bradley T. Shapiro & Günter J. Hitsch & Anna E. Tuchman, 2021. "TV Advertising Effectiveness and Profitability: Generalizable Results From 288 Brands," Econometrica, Econometric Society, vol. 89(4), pages 1855-1879, July.
    10. Ron N. Borkovsky, 2017. "The timing of version releases: A dynamic duopoly model," Quantitative Marketing and Economics (QME), Springer, vol. 15(3), pages 187-239, September.
    11. Hauke A. Wetzel & Stefan Hattula & Maik Hammerschmidt & Harald J. Heerde, 2018. "Building and leveraging sports brands: evidence from 50 years of German professional soccer," Journal of the Academy of Marketing Science, Springer, vol. 46(4), pages 591-611, July.
    12. Bart J. Bronnenberg & Jean-Pierre Dubé & Chad Syverson, 2022. "Marketing Investment and Intangible Brand Capital," Journal of Economic Perspectives, American Economic Association, vol. 36(3), pages 53-74, Summer.
    13. Rex Yuxing Du & Mingyu Joo & Kenneth C. Wilbur, 2018. "Advertising and Brand Attitudes: Evidence from 575 Brands over Five Years," Papers 1810.07783, arXiv.org.
    14. Uzma Khan & Alexander DePaoli, 2024. "Brand loyalty in the face of stockouts," Journal of the Academy of Marketing Science, Springer, vol. 52(1), pages 44-74, January.
    15. Bradley Shapiro & Günter J. Hitsch & Anna Tuchman, 2020. "Generalizable and Robust TV Advertising Effects," Working Papers 2020-111, Becker Friedman Institute for Research In Economics.
    16. Andonova, Veneta & Losada-Otálora, Mauricio, 2020. "Understanding the interplay between brand and innovation orientation: Evidence from emerging multinationals," Journal of Business Research, Elsevier, vol. 119(C), pages 540-552.

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