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A comparative analysis of neuromarketing methods for brand purchasing predictions among young adults

Author

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  • Urszula Garczarek-Bąk

    (Poznań University of Economics and Business)

  • Andrzej Szymkowiak

    (Poznań University of Economics and Business)

  • Piotr Gaczek

    (Poznań University of Economics and Business)

  • Aneta Disterheft

    (Qiagen Business Services)

Abstract

Until now, neuromarketing studies have usually been aimed at assessing the predictive value of psychophysiological measures gathered while watching a marketing message related to a particular product. This study is the first attempt to verify the possibility of predicting familiar and unfamiliar brand purchases based on psychophysiological reactions to a retailer television advertisement measured by EEG, EDA and eye-tracking. The number of private label products chosen later served to assess the binary dependent variable. A logistic regression model (with a prediction rate of 61.2%) was applied to determine which psychophysiological variables explained the largest part of the variance of a final purchase decision. The results show that among various measures, only the electrodermal peaks per second were significant in predicting further purchase decisions. The decision to buy was also influenced by brand familiarity. The article concludes that EDA is an unobtrusive measure of emotion-related anticipation of significant outcomes, particularly for dynamic stimuli, as related to decision-making.

Suggested Citation

  • Urszula Garczarek-Bąk & Andrzej Szymkowiak & Piotr Gaczek & Aneta Disterheft, 2021. "A comparative analysis of neuromarketing methods for brand purchasing predictions among young adults," Journal of Brand Management, Palgrave Macmillan, vol. 28(2), pages 171-185, March.
    • Handle: RePEc:pal:jobman:v:28:y:2021:i:2:d:10.1057_s41262-020-00221-7
    DOI: 10.1057/s41262-020-00221-7
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    References listed on IDEAS

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    1. Michel Wedel & Rik Pieters, 2000. "Eye Fixations on Advertisements and Memory for Brands: A Model and Findings," Marketing Science, INFORMS, vol. 19(4), pages 297-312, October.
    2. Hubert, Mirja, 2010. "Does neuroeconomics give new impetus to economic and consumer research?," Journal of Economic Psychology, Elsevier, vol. 31(5), pages 812-817, October.
    3. Thales Teixeira & Rosalind Picard & Rana el Kaliouby, 2014. "Why, When, and How Much to Entertain Consumers in Advertisements? A Web-Based Facial Tracking Field Study," Marketing Science, INFORMS, vol. 33(6), pages 809-827, November.
    4. Martin Reimann & Raquel Castaño & Judith Zaichkowsky & Antoine Bechara, 2012. "Novel versus familiar brands: An analysis of neurophysiology, response latency, and choice," Marketing Letters, Springer, vol. 23(3), pages 745-759, September.
    5. Chris Janiszewski & Andrew Kuo & Nader T. Tavassoli, 2013. "The Influence of Selective Attention and Inattention to Products on Subsequent Choice," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 39(6), pages 1258-1274.
    6. Campbell, Margaret C & Keller, Kevin Lane, 2003. "Brand Familiarity and Advertising Repetition Effects," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 30(2), pages 292-304, September.
    7. Thales S. Teixeira & Michel Wedel & Rik Pieters, 2010. "Moment-to-Moment Optimal Branding in TV Commercials: Preventing Avoidance by Pulsing," Marketing Science, INFORMS, vol. 29(5), pages 783-804, 09-10.
    8. Dominika Maison & Tomasz Oleksy, 2017. "Validation of EEG as an Advertising Research Method: Relation Between EEG Reaction Toward Advertising and Attitude Toward Advertised Issue (Related to Political and Ideological Beliefs)," Springer Proceedings in Business and Economics, in: Kesra Nermend & Małgorzata Łatuszyńska (ed.), Neuroeconomic and Behavioral Aspects of Decision Making, chapter 0, pages 273-291, Springer.
    9. Ohme, Rafal & Reykowska, Dorota & Wiener, Dawid & Choromanska, Anna, 2010. "Application of frontal EEG asymmetry to advertising research," Journal of Economic Psychology, Elsevier, vol. 31(5), pages 785-793, October.
    10. Carolyn Yoon & Richard Gonzalez & Antoine Bechara & Gregory Berns & Alain Dagher & Laurette Dubé & Scott Huettel & Joseph Kable & Israel Liberzon & Hilke Plassmann & Ale Smidts & Charles Spence, 2012. "Decision neuroscience and consumer decision making," Marketing Letters, Springer, vol. 23(2), pages 473-485, June.
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    2. Ma, Guanhua & Ma, Junhua & Li, Hao & Wang, Yiming & Wang, Zhaohua & Zhang, Bin, 2022. "Customer behavior in purchasing energy-saving products: Big data analytics from online reviews of e-commerce," Energy Policy, Elsevier, vol. 165(C).

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