The Influence of Social Media Advertising on Consumer Purchase Decisions: The Mediating Roles of Brand Perception, Attitudes, and Purchase Intention
Main Article Content
Abstract
This study aimed to examine the direct influence of social media advertising factors on consumer purchase decisions and investigate the mediating roles of brand perception, consumer attitudes, and purchase intention. The research employed a quantitative survey methodology to collect data from 400 Thai active social media users. Structural Equation Modeling (SEM) was used for data analysis and hypothesis testing. The results demonstrated that social media advertising factors—specifically, platform characteristics, user engagement, and influencer credibility—exert both direct and indirect effects, yielding significant total effects on purchase decisions. The structural model explained 66% of the variance in consumer purchase decisions (R² = .66). Furthermore, the results confirm that consumer brand perception, attitude, and purchase intention act as crucial full and partial mediators in this relationship. Theoretically, this study extends the Hierarchy of Effects model by confirming the sequential cognitive-affective-conative pathway in the context of digital advertising. The study highlights the importance of creating tailored content for specific social media platforms and leveraging authentic influencer partnerships to guide consumers through the decision-making process effectively. These findings contribute to the understanding of modern consumer behavior and offer practical guidelines for marketers to optimize their digital strategies in the post-pandemic era.
Article Details

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
1. Any views and comments in the Journal of Social Innovation and Lifelong Learning are the authors’ views. The editorial staff have not to agree with those views and it is not considered as the editorial’s responsibility.
2. The responsibility of content and draft check of each article belongs to each author. In case, there is any lawsuit about copyright infringement. It is considered as the authors’ sole responsibility.
3. The article copyright belonging to the authors and The Far Eastern University are copyrighted legally. Republication must be received direct permission from the authors and The Far Eastern University in written form.
References
Aaker, D. A. (1996). Building strong brands. Free Press.
Ajzen, I. (1991). The Theory of Planned Behavior. Organizational Behavior and Human Decision Processes, 50(2), 179-211. https://www.researchgate.net/publication/ 272790646_The_Theory_of_Planned_Behavior
Audrezet, A., de Kerviler, G., & Moulard, J. G. (2020). Authenticity under threat: When social media influencers need to go beyond self-presentation. Journal of Business Research, 117, 557-569. https://doi.org/10.1016/j.jbusres.2018.07.008
Bigné, E., Chumpitaz, R., & Currás, R. (2010). Alliances Between Brands and Social Causes: The Influence of Company Credibility on Social Responsibility Image. Journal of Business Ethics, 96, 169-186. https://link.springer.com/article/10.1007/s10551-010-0461-x
Campbell, C., & Farrell, J. R. (2020). More than meets the eye: The functional components underlying influencer marketing. Business Horizons, 63(4), 469-479. https://doi.org/ 10.1016/j.bushor.2020.03.003
Casaló, L. V., Flavián, C., & Sergio Ibáñez-Sánchez (2020). Influencers on Instagram: Antecedents and consequences of
opinion leadership. Journal of Business Research, 117, 510-529. https://doi.org/10.1016/j.jbusres.2018.07.005
Creswell, J. W., & Creswell, J. D. (2018). Research design: Qualitative, quantitative, and mixed methods approaches (5th ed.). SAGE Publications.
Datareportal. (2024). Digital 2024: Thailand. https://datareportal.com/ reports/digital-2024-thailand
de Vries, L., Gensler, S., & Leeflang, P. S. H. (2012). Popularity of brand posts on brand fan pages: An investigation of the effects of social media marketing. Journal of Interactive Marketing, 26(2), 83-91. https://aog.nl/custom/uploads/2016/06/De-Vries-Gensler-en-Leeflang-2012.pdf
Etikan, I., Musa, S. A., & Alkassim, R. S. (2016). Comparison of Convenience Sampling and Purposive Sampling American Journal of Theoretical and Applied Statistics, 5(1), 1-4. https://doi.org/10.11648/j.ajtas.20160501.11
Freberg, K., Graham, K., McGaughey, K., & Freberg, L. A. (2011). Who are the social media influencers? A study of public perceptions of personality. Public Relations Review, 37(1), 90-92. https://doi.org/10.1016/j.pubrev.2010.11.001
Haenlein, M., Anadol, E., Farnsworth, T., Hugo, H., Hunichen, J., & Welte, D. (2020). Navigating the New Era of Influencer Marketing: How to be Successful on Instagram, TikTok, & Co. California Management Review, 63(1), 5-25. https://doi.org/10.1177/ 0008125620958166
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2021). A primer on partial least squares structural equation modeling (PLS-SEM) (3rd ed.). Sage. https://doi.org/10.1007/978-3-030-80519-7
Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1-55.
Hudders, L., De Jans, S., & De Veirman, M. (2021). The commercialization of social media stars: a literature review and directions for future research. International Journal of Advertising, 40(3), 327-361. https://doi.org/10.1080/02650487.2020.1836925
Kaplan, A. M., & Haenlein, M. (2010). Users of the world, unite! The challenges and opportunities of Social Media. Business Horizons, 53(1), 59-68. https://doi.org/ 10.1016/j.bushor.2009.09.003
Lipsman, A., Mudd, G., Rich, M., & Bruich, S. (2012). The power of ‘like’: How brands reach (and influence) fans through social-media marketing. Journal of Advertising Research, 52(1), 40-52. https://doi.org/10.2501/JAR-52-1-040-052
Mangold, W. G., & Faulds, D. J. (2009). Social media: The new hybrid element of the promotion mix. Business Horizons, 52(4), 357-365. https://doi.org/10.1016/ j.bushor.2009.03.002
Mason, A. N., Narcum, J., & Mason, K. (2021). Social media marketing gains importance after COVID-19. Cogent Business & Management, 8(1), 1870797. https://www.mendeley. com/catalogue/b7a91af3-8fa8-3d1b-a694-8888ab20b821/
Ohanian, R. (1990). Construction and Validation of a Scale to Measure Celebrity Endorsers’ Perceived Expertise, Trustworthiness, and Attractiveness. Journal of Advertising, 19, 39-52. https://doi.org/10.1080/00913367.1990.10673191
Phugsarug, J. (2023). The Impact of Social Media Influencers on Purchase Intention Towards E-Retailing Businesses in Thailand. The 2023 International Academic Multidisciplines Research Conference in Amsterdam, 180-185. http://icbtsproceeding.ssru.ac.th/ index.php/ICBTSAMSTERDAM2023/article/view/782/766
Pöyry, E., Pelkonen, M., Naumanen, E., & Laaksonen, S. M. (2022). A call for authenticity: Audience responses to social media influencer endorsements in strategic communication. International Journal of Strategic Communication, 16(1), 49-68. https://doi.org/10.1080/1553118X.2021.1965476
Schivinski, B., & Dabrowski, D. (2016). The impact of brand communication on brand awareness and brand attitude. International Journal of Market Research, 58(1), 53-70. https://doi.org/10.1108/JRIM-02-2014-0007
Anderson, M., Faverio, M. & Gottfried, J. (2023). Teens, Social Media and Technology 2023. Pew Research Center. https://www.pewresearch.org/internet/2023/12/11/teens-social-media-and-technology-2023/
Statista. (2023). Social media advertising spending worldwide from 2017 to 2027. Statista. https://www.statista.com/topics/1538/social-media-marketing/
Stratton, S. J. (2021). Population research: Convenience sampling strategies. Prehospital and Disaster Medicine, 36(4), 373-374. https://doi.org/10.1017/S1049023X2100064X
Su, Y., Baker, B. J., Doyle, J. P., & Yan, M. (2020). Fan engagement in 15 seconds: Athletes’ relationship marketing during a pandemic via TikTok. International Journal of Sport Communication, 13(3), 436-446.
https://doi.org/10.1123/ijsc.2020-0239
Yang, Y., Zhao, Y., & Ma, Y. (2022). Analysis of the factors influencing the effect of short video marketing based on the SOR model. Frontiers in Psychology, 13, 899538. https://doi.org/10.3389/fpsyg.2022.899538