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The Role of Influencers in Shaping the Economic Decisions of Consumers Using the Logistic Regression Approach—Does the Generation Factor Matter?

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  • Jeanne Laure J. Mawad

    (Finance Department, Holy Spirit University of Kaslik, Jounieh P.O. Box 446, Lebanon)

  • Sibelle S. Freiha

    (Finance Department, Holy Spirit University of Kaslik, Jounieh P.O. Box 446, Lebanon)

Abstract

This article explores the role of social media marketing in shaping economic decisions among consumers. This study aims to examine the characteristics influencing consumer intentions, with a strong emphasis on the role of influencers. In order to conduct this study, a logistic regression was employed. The sample reveals that individuals who view influencers as credible sources of information and experience, those who exhibit homophily with influencers, those who perceive the influencers’ content as high-quality, and those who develop strong parasocial relationships with influencers show higher consumption intentions. In contrast, older individuals tend to have lower consumption intentions. These consumption intention characteristics vary across genders and generations. The study concludes with recommendations targeting all relevant stakeholders, influencers, businesses, policy makers, and consumers.

Suggested Citation

  • Jeanne Laure J. Mawad & Sibelle S. Freiha, 2024. "The Role of Influencers in Shaping the Economic Decisions of Consumers Using the Logistic Regression Approach—Does the Generation Factor Matter?," Sustainability, MDPI, vol. 16(21), pages 1-18, November.
    • Handle: RePEc:gam:jsusta:v:16:y:2024:i:21:p:9546-:d:1512616
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    References listed on IDEAS

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    1. Milad Farzin & Majid Fattahi, 2018. "eWOM through social networking sites and impact on purchase intention and brand image in Iran," Journal of Advances in Management Research, Emerald Group Publishing Limited, vol. 15(2), pages 161-183, March.
    2. Mardon, Rebecca & Molesworth, Mike & Grigore, Georgiana, 2018. "YouTube Beauty Gurus and the emotional labour of tribal entrepreneurship," Journal of Business Research, Elsevier, vol. 92(C), pages 443-454.
    3. Morten W. Fagerland & David W. Hosmer, 2012. "A generalized Hosmer–Lemeshow goodness-of-fit test for multinomial logistic regression models," Stata Journal, StataCorp LP, vol. 12(3), pages 447-453, September.
    4. Casaló, Luis V. & Flavián, Carlos & Ibáñez-Sánchez, Sergio, 2020. "Influencers on Instagram: Antecedents and consequences of opinion leadership," Journal of Business Research, Elsevier, vol. 117(C), pages 510-519.
    5. Bandura, Albert, 1991. "Social cognitive theory of self-regulation," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 248-287, December.
    6. Dabholkar, Pratibha A. & Sheng, Xiaojing, 2009. "The role of perceived control and gender in consumer reactions to download delays," Journal of Business Research, Elsevier, vol. 62(7), pages 756-760, July.
    7. Teemu Kautonen & Marco van Gelderen & Matthias Fink, 2015. "Robustness of the Theory of Planned Behavior in Predicting Entrepreneurial Intentions and Actions," Entrepreneurship Theory and Practice, , vol. 39(3), pages 655-674, May.
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