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Modeling the Impact of Personalized Social Media Advertisements on Online Impulse Buying Intention

Author

Listed:
  • Bereczki Alpár-Előd

    (Babeș-Bolyai University, Romania)

  • Alt Mónika-Anetta

    (Babeș-Bolyai University, Romania)

Abstract

This study aims to investigate how personalized social media advertisements influence consumers’ propensity for online impulse buying, using structural equation modeling. A quantitative research design was employed, analyzing the responses of 291 social media users in Romania through the PLS-SEM technique. The findings confirm that personalized advertising has a positive effect on perceived relevance, novelty, and advertising value, which in turn strongly influence consumers’ online impulse buying intentions through their attitudes toward the advertisement. This research offers both theoretical and practical contributions to the fields of online advertising and consumer behavior, advancing our understanding of the mechanisms through which personalized advertising shapes impulsive purchasing behavior in online environments.

Suggested Citation

  • Bereczki Alpár-Előd & Alt Mónika-Anetta, 2025. "Modeling the Impact of Personalized Social Media Advertisements on Online Impulse Buying Intention," Studia Universitatis Babeș-Bolyai Oeconomica, Sciendo, vol. 70(2), pages 38-64.
    • Handle: RePEc:vrs:subboe:v:70:y:2025:i:2:p:38-64:n:1003
    DOI: 10.2478/subboec-2025-0009
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    References listed on IDEAS

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    1. Naa Amponsah Dodoo & Linwan Wu, 2019. "Exploring the anteceding impact of personalised social media advertising on online impulse buying tendency," International Journal of Internet Marketing and Advertising, Inderscience Enterprises Ltd, vol. 13(1), pages 73-95.
    2. Gökhan Aydin, 2018. "Role of Personalization in Shaping Attitudes Towards Social Media Ads," International Journal of E-Business Research (IJEBR), IGI Global Scientific Publishing, vol. 14(3), pages 54-76, July.
    3. Ibrahim Halil Efendioglu & Yakup Durmaz, 2022. "The Impact of Perceptions of Social Media Advertisements on Advertising Value, Brand Awareness and Brand Associations: Research on Generation Y Instagram Users," Papers 2209.13596, arXiv.org.
    4. Alalwan, Ali Abdallah, 2018. "Investigating the impact of social media advertising features on customer purchase intention," International Journal of Information Management, Elsevier, vol. 42(C), pages 65-77.
    5. Mehta REENA & Kulkarni UDITA, 2020. "Impact of Personalized Social Media Advertisements on Consumer Purchase Intention," Economics and Applied Informatics, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, issue 2, pages 15-24.
    6. Eroglu, Sevgin A. & Machleit, Karen A. & Davis, Lenita M., 2001. "Atmospheric qualities of online retailing: A conceptual model and implications," Journal of Business Research, Elsevier, vol. 54(2), pages 177-184, November.
    7. D. Veena Parboteeah & Joseph S. Valacich & John D. Wells, 2009. "The Influence of Website Characteristics on a Consumer's Urge to Buy Impulsively," Information Systems Research, INFORMS, vol. 20(1), pages 60-78, March.
    8. Wang, Yong Jian & Minor, Michael S. & Wei, Jie, 2011. "Aesthetics and the online shopping environment: Understanding consumer responses," Journal of Retailing, Elsevier, vol. 87(1), pages 46-58.
    9. Aguirre, Elizabeth & Mahr, Dominik & Grewal, Dhruv & de Ruyter, Ko & Wetzels, Martin, 2015. "Unraveling the Personalization Paradox: The Effect of Information Collection and Trust-Building Strategies on Online Advertisement Effectiveness," Journal of Retailing, Elsevier, vol. 91(1), pages 34-49.
    10. Sriram K V & Namitha KP & Giridhar B Kamath, 2021. "Social media advertisements and their influence on consumer purchase intention," Cogent Business & Management, Taylor & Francis Journals, vol. 8(1), pages 2000697-200, January.
    11. Celsi, Richard L & Olson, Jerry C, 1988. "The Role of Involvement in Attention and Comprehension Processes," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 15(2), pages 210-224, September.
    12. Dokyun Lee & Kartik Hosanagar & Harikesh S. Nair, 2018. "Advertising Content and Consumer Engagement on Social Media: Evidence from Facebook," Management Science, INFORMS, vol. 64(11), pages 5105-5131, November.
    13. Setyani, Virda & Zhu, Yu-Qian & Hidayanto, Achmad Nizar & Sandhyaduhita, Puspa Indahati & Hsiao, Bo, 2019. "Exploring the psychological mechanisms from personalized advertisements to urge to buy impulsively on social media," International Journal of Information Management, Elsevier, vol. 48(C), pages 96-107.
    14. Rajdeep Grewal & Joseph A. Cote & Hans Baumgartner, 2004. "Multicollinearity and Measurement Error in Structural Equation Models: Implications for Theory Testing," Marketing Science, INFORMS, vol. 23(4), pages 519-529, June.
    15. Tran, Trang P., 2017. "Personalized ads on Facebook: An effective marketing tool for online marketers," Journal of Retailing and Consumer Services, Elsevier, vol. 39(C), pages 230-242.
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    Keywords

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    JEL classification:

    • M30 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Marketing and Advertising - - - General
    • M31 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Marketing and Advertising - - - Marketing
    • M37 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Marketing and Advertising - - - Advertising

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