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A Fuzzy Logic Approach to Modeling Brand Value: Evidence from Taiwan’s Banking Industry

  • David Han-Min Wang
  • Tiffany Hui-Kuang YuEmail author
Conference paper
Part of the Lecture Notes in Business Information Processing book series (LNBIP, volume 222)

Abstract

With the growing recognition that brands are valuable assets to organizations, the measurement of brand equity has thus been of interest to the academic and practice communities. Various approaches to measuring brand value have developed but are not yet universally accepted. To capture the qualitative characteristics of brands, this paper attempts to apply fuzzy logic analysis to model the brand values of Taiwan’s banking industry. And, we adopt the Hirose model to examine the effectiveness of the fuzzy logic approach in the context of brand valuation. Our findings show that the fuzzy logic and the Hirose models present similar trends in relation to brand estimation. The evidence provided by this paper would enrich our understanding of the brand valuation methodology.

Keywords

Brand value Fuzzy logic Hirose model 

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References

  1. 1.
    Aaker, D.A.: Managing Brand Equity: Capitalizing on the Value of a Brand Name. Free Press, New York (1991)Google Scholar
  2. 2.
    Aaker, D.A.: Building Strong Brands. Free Press, New York (1996)Google Scholar
  3. 3.
    Aaker, D.A.: Dimensions of brand personality. Journal of Marketing Research 34(3), 347–356 (1997)CrossRefGoogle Scholar
  4. 4.
    Ackerberg, D.A.: Empirically distinguishing informative and prestige effects of advertising. RAND Journal of Economics 32(2), 316–333 (2001)CrossRefGoogle Scholar
  5. 5.
    Ailawadi, K.L., Lehmann, D.R., Neslin, S.A.: Revenue Premium as an Outcome Measure of Brand Equity. Journal of Marketing 67, 1–17 (2003)CrossRefGoogle Scholar
  6. 6.
    Altrock, C.V.: Fuzzy Logic and NeuroFuzzy Applications in Business and Finance. Prentice Hall, Upper Saddle River (1996)Google Scholar
  7. 7.
    Ambler, T.: Marketing and the Bottom Line. FT Prentice Hall, London (2003)Google Scholar
  8. 8.
    Anon: Key imperatives for value creation, Life Insurance International, August 2004 edition, 8–9 (2004a)Google Scholar
  9. 9.
    Anon: The future of financial services, US Banker, Thomas Media, Bristol, 4–6 (2004b)Google Scholar
  10. 10.
    Ballow, J.J., Burgman, R., Molnar, M.J.: Managing for shareholder value: Intangibles, future value and investment decisions. Journal of Business Strategy 25(3), 26–34 (2004)CrossRefGoogle Scholar
  11. 11.
    Benrud, E.: Competition between low and high quality products in the financial service market. Journal of Financial Services Research 23(2), 133–147 (2004)CrossRefGoogle Scholar
  12. 12.
    Chaudhuri, A.: Brand equity or double jeopardy? Journal of Product & Brand Management 4(1), 26–32 (1995)CrossRefGoogle Scholar
  13. 13.
    Chaudhuri, A.: How brand reputation affects the advertising-brand equity link. Journal of Advertising Research 42, 33–43 (2002)Google Scholar
  14. 14.
    Chaudhuri, A., Holbrook, M.B.: The chain of effects from brand trust and brand effect to brand performance: The role of brand loyalty. Journal of Marketing 65, 81–93 (2001)CrossRefGoogle Scholar
  15. 15.
    Choi, T.M., Liu, N., Liu, S.C., Mak, J., To, Y.T.: Fast fashion brand extensions: An empirical study of consumer preferences. Journal of Brand Management 17(7), 472–487 (2010)CrossRefGoogle Scholar
  16. 16.
    Chu, S., Keh, H.T.: Brand value creation: Analysis of the interbrand-business week brand value rankings. Marketing Letters 17, 323–331 (2006)CrossRefGoogle Scholar
  17. 17.
    Dawes, J.G., Mundt, K., Sharp, B.: Consideration sets for financial services brands. Journal of Financial Services Marketing 14(3), 190–202 (2009)CrossRefGoogle Scholar
  18. 18.
    deChernatony, L., Dall’Olmo Riley, F., Harris, F.: Criteria to assess brand success. Journal of Marketing Management 14(7), 765–781 (1998)CrossRefGoogle Scholar
  19. 19.
    deChernatony, L., Cottam, S.: Internal brand factors driving successful financial services brands. European Journal of Marketing 40(5/6), 611–633 (2006)CrossRefGoogle Scholar
  20. 20.
    deChernatony, L., Harris, F., Christodoulides, G.: Developing a brand performance measure for financial services brands. The Service Industries Journal 24(2), 15–33 (2004)CrossRefGoogle Scholar
  21. 21.
    Denby-Jones, S.: Mind the gap. The Banker 145, 66–67 (1995)Google Scholar
  22. 22.
    Dick, A.S., Basu, K.: Customer loyalty: Towards an integrated framework. Journal of The Academy of Marketing Science 22(2), 99–113 (1994)CrossRefGoogle Scholar
  23. 23.
    Doyle, P.: Building value-based branding strategies. Journal of Strategic Marketing 4, 255–268 (2001)CrossRefGoogle Scholar
  24. 24.
    Draeseke, R., Giles, D.E.A.: A fuzzy logic approach to modeling the New Zealand underground economy. Mathematics and Computers in Simulation 59, 115–123 (2002)CrossRefGoogle Scholar
  25. 25.
    Farquhar, P.H.: Managing brand equity. Marketing Research 1, 24–33 (1989)Google Scholar
  26. 26.
    Fehle, S., Fournier, S.M., Madden, T.J., Shrider, D.G.: Brand value and asset pricing. Quarterly Journal of Finance and Accounting 47(1), 3–26 (2008)Google Scholar
  27. 27.
    Gibson, R.: The end of the line? overkill on extensions, Wall Street Journal, B1, June 18, 1990Google Scholar
  28. 28.
    Hem, L.E., Iversen, N.M.: Transfer of brand equity in brand extension: The importance of brand loyalty. Advances in Consumer Research 30, 72–79 (2003)CrossRefGoogle Scholar
  29. 29.
    Hirose, Y.: The Report of the Committee on Brand Valuation, Ministry of Economy, Trade and Industry, The Government of Japan (2002)Google Scholar
  30. 30.
    Hirschey, M., Weygandt, J.J.: Amortization policy for advertising and research and development expenditures. Journal of Accounting Research 23, 326–335 (1985)CrossRefGoogle Scholar
  31. 31.
    Ho, Y.K., Keh, H.T., Ong, J.: The effects of R&D and advertising on firm value: An examination of manufacturing and non-manufacturing firms. IEEE Transactions on Engineering Management 52(1), 3–14 (2005)CrossRefGoogle Scholar
  32. 32.
    Jones, J.: The future of banking: Implications of branding and loyalty. Journal of Financial Services Marketing 3, 53–66 (1999)Google Scholar
  33. 33.
    Keller, K.L.: Conceptualizing, measuring, and managing customer-based brand equity. Journal of Marketing 57, 1–22 (1993)CrossRefGoogle Scholar
  34. 34.
    Keller, K.L.: Strategic Brand Management. Prentice Hall, Upper Saddle River (2002)Google Scholar
  35. 35.
    Kerin, R.A., Sethuraman, R.: Exploring the brand value - shareholder value nexus for consumer goods companies. Journal of the Academy of Marketing Science 4, 260–273 (1998)CrossRefGoogle Scholar
  36. 36.
    Koenker, R., Basset, G.: Regression quantiles. Econometrica 46, 33–50 (1978)CrossRefGoogle Scholar
  37. 37.
    Kotler, P.: Marketing Management. Prentice Hall, Upper Saddle River (2000)Google Scholar
  38. 38.
    Loken, B., Roedder, J.D.: Diluting brand beliefs: when do brand extensions have a negative impact? Journal of Marketing 57, 71–84 (1993)CrossRefGoogle Scholar
  39. 39.
    Mizik, N., Jacobson, R.: Trading off between value creation and value appropriation: The financial implications of shifts in strategic emphasis. Journal of Marketing 67, 63–76 (2003)CrossRefGoogle Scholar
  40. 40.
    Mizik, N., Jacobson, R.: The Financial Value Impact of Perceptual Brand Attributes. Journal of Marketing Research 15, 15–32 (2008)CrossRefGoogle Scholar
  41. 41.
    O’Loughlin, D., Szmigin, I.: External and internal accountability of financial services suppliers: Current paradoxes in managing expectations and experience. Journal of Strategic Marketing 13(2), 133–147 (2005)CrossRefGoogle Scholar
  42. 42.
    Park, C.W., Milberg, S., Lawson, R.: Evaluation of brand extensions: The role of product feature similarity and brand concept consistency. Journal of Consumer Research 18, 185–193 (1991)CrossRefGoogle Scholar
  43. 43.
    Petruzzellis, L., Romanazzi, S., Tassiello, V.: Branding relationships in financial services: Paradigm shift in Mediterranean countries. Journal of Brand Management 18(4/5), 312–328 (2011)CrossRefGoogle Scholar
  44. 44.
    Reichheld, F.F.: Learning from customer defections. Harvard Business Review 74, 56–69 (1996)Google Scholar
  45. 45.
    Selnes, F.: Antecedent and consequences of trust and satisfaction in buyer-seller relationships. European Journal of Marketing 32(3/4), 305–322 (1998)CrossRefGoogle Scholar
  46. 46.
    Slotegraaf, R.J., Pauwels, K.: The impact of brand equity and innovation on the long-term effectiveness of promotions”. Journal of Marketing Research 45, 293–306 (2008)CrossRefGoogle Scholar
  47. 47.
    Springen, K., Miller, A.: Sequels for the shelf. Newsweek 9, 42–43 (1990)Google Scholar
  48. 48.
    Srivastava, R.K., Shervani, T.A., Fahey, L.: Market-based assets and shareholder value: A framework for analysis. Journal of Marketing 62, 2–18 (1998)CrossRefGoogle Scholar
  49. 49.
    Stobart, P.: Alternative methods of brand valuation. In: Murphy, J. (ed.) Brand Valuation. Business Book, London (1991)Google Scholar
  50. 50.
    Sullivan, M.: Measuring image spillovers in umbrella branded products. Journal of Business 63, 309–329 (1990)CrossRefGoogle Scholar
  51. 51.
    Winters, L.C.: Brand equity measures: Some recent advances. Marketing Research 3, 70–73 (1991)Google Scholar
  52. 52.
    Yen, J., Lengari, R.: Fuzzy Logic: Intelligence, Control and Information. Prentice Hall, New York (1999)Google Scholar
  53. 53.
    Yoo, B., Donthu, N., Lee, S.: An examination of selected marketing mix elements and brand equity. Journal of Academy of Marketing Science 28, 195–211 (2000)CrossRefGoogle Scholar

Copyright information

© Springer International Publishing Switzerland 2015

Authors and Affiliations

  1. 1.Department of AccountingFeng Chia UniversityTaichungTaiwan
  2. 2.Department of Public FinanceFeng Chia UniversityTaichungTaiwan

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