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Selection is superior to scale: determining brand loyalty highly correlated to market share

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Listed:
  • Takumi Kato

    (Meiji University)

  • Nobu Takenaka

    (M-Force, Inc.)

  • Rie Ito

    (M-Force, Inc.)

  • Kazuki Nishiguchi

    (M-Force, Inc.)

Abstract

Despite the extensive research on loyalty, academic discussions on simple and effective loyalty indices are surprisingly scarce. One of the few suggestions for loyalty indices is the net promoter score (NPS). Approximately two-thirds of Fortune 1000 companies currently use this index due to its overwhelming simplicity. However, scholars have criticized NPS for being inferior to other loyalty indices. Accordingly, scholars have mainly used Likert scales that cannot compare products/services using a single question and are subject to a response bias due to cultural differences. To fill this gap, we address the following four main criticisms of NPS: First, its advantages over the Likert scale of preferences and recommendation and purchase intentions are unproven; second, it cannot compare a competing product or service using a single question; third, its threshold setting is subjective; and fourth, it suffers from a cultural response bias tendency. This study asks the following research question: “Is brand selection superior to Likert scales in explaining sales performance?” To form a generalized conclusion, we examine 100 brands selected from 20 industries in the US market. The results of randomized controlled trials prove the superiority of selection over scale. Thus, brand selection should be emphasized to measure brand loyalty.

Suggested Citation

  • Takumi Kato & Nobu Takenaka & Rie Ito & Kazuki Nishiguchi, 2025. "Selection is superior to scale: determining brand loyalty highly correlated to market share," Journal of Marketing Analytics, Palgrave Macmillan, vol. 13(1), pages 17-28, March.
  • Handle: RePEc:pal:jmarka:v:13:y:2025:i:1:d:10.1057_s41270-023-00270-2
    DOI: 10.1057/s41270-023-00270-2
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    References listed on IDEAS

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    1. Popp, Bastian & Woratschek, Herbert, 2017. "Consumers’ relationships with brands and brand communities – The multifaceted roles of identification and satisfaction," Journal of Retailing and Consumer Services, Elsevier, vol. 35(C), pages 46-56.
    2. Davinder Malhotra & Raymond Poteau & Xianzhi Wang, 2020. "A Reexamination of Economies of Scale in the Management of Real Estate Investment Trusts," Journal of Real Estate Portfolio Management, Taylor & Francis Journals, vol. 26(2), pages 132-149, December.
    3. Sven Baehre & Michele O’Dwyer & Lisa O’Malley & Nick Lee, 2022. "The use of Net Promoter Score (NPS) to predict sales growth: insights from an empirical investigation," Journal of the Academy of Marketing Science, Springer, vol. 50(1), pages 67-84, January.
    4. van Doorn, Jenny & Leeflang, Peter S.H. & Tijs, Marleen, 2013. "Satisfaction as a predictor of future performance: A replication," International Journal of Research in Marketing, Elsevier, vol. 30(3), pages 314-318.
    5. Wongsansukcharoen, Jedsada, 2022. "Effect of community relationship management, relationship marketing orientation, customer engagement, and brand trust on brand loyalty: The case of a commercial bank in Thailand," Journal of Retailing and Consumer Services, Elsevier, vol. 64(C).
    6. Baehre, Sven & O'Dwyer, Michele & O'Malley, Lisa & Story, Vicky M, 2022. "Customer mindset metrics: A systematic evaluation of the net promoter score (NPS) vs. alternative calculation methods," Journal of Business Research, Elsevier, vol. 149(C), pages 353-362.
    7. Mecredy, Philip & Wright, Malcolm J. & Feetham, Pamela, 2018. "Are promoters valuable customers? An application of the net promoter scale to predict future customer spend," Australasian marketing journal, Elsevier, vol. 26(1), pages 3-9.
    8. Anne-Wil Harzing & Michelle Brown & Kathrin Köster & Shuming Zhao, 2012. "Response Style Differences in Cross-National Research," Management International Review, Springer, vol. 52(3), pages 341-363, June.
    9. Iwata, N. & Okuyama, Y. & Kawakami, Y. & Saito, K., 1989. "Prevalence of depressive symptoms in a Japanese occupational setting: A preliminary study," American Journal of Public Health, American Public Health Association, vol. 79(11), pages 1486-1489.
    10. Wu, Junfeng & Liu, Baohua & Chang, Samuel & Chan, Kam C., 2022. "Effects of air pollution on accounting conservatism," International Review of Financial Analysis, Elsevier, vol. 84(C).
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