Vol. 25 No. 12 (2026): Musytari: Neraca Manajemen, Akuntansi, dan Ekonomi, ISSN 3025-9495
Articles

FACTORS INFLUENCING PURCHASE INTENTION TOWARD SAFF & CO PERFUMES AMONG GENERATION Z CONSUMERS IN MANADO

Daniela Lingkan Mesalina Ticoalu
Department of Management, Faculty of Economics and Business, Sam Ratulangi University
Willem Johan Fredrik Alfa Tumbuan
Department of Management, Faculty of Economics and Business, Sam Ratulangi University
Emilia Margareth Gunawan
Department of Management, Faculty of Economics and Business, Sam Ratulangi University

Published 2026-11-03

Keywords

  • Parasocial Interaction,
  • Influencer Credibility,
  • Online Reviews,
  • Perceived Risk,
  • Purchase Intention

How to Cite

FACTORS INFLUENCING PURCHASE INTENTION TOWARD SAFF & CO PERFUMES AMONG GENERATION Z CONSUMERS IN MANADO. (2026). Musytari : Jurnal Manajemen, Akuntansi, Dan Ekonomi, 25(12). https://doi.cibangsa.org/DOI-2026-746

Abstract

The growth of social commerce has positioned TikTok as an important channel for product discovery and consumer evaluation. This study examines the effects of parasocial interaction, influencers' credibility, online reviews, and perceived risk on purchase intention toward Saff & Co perfumes among Generation Z consumers in Manado. A quantitative approach was employed using a structured questionnaire and purposive sampling. The final sample consisted of 99 Generation Z TikTok users in Manado who had been exposed to Saff & Co-related content and had never purchased the brand's perfume. Data were analyzed using SPSS, including multiple linear regression, t-tests, an F-test, and the coefficient of determination. The results show that parasocial interaction (B = 0.504; p < 0.001), influencers' credibility (B = 0.198; p = 0.033), and online reviews (B = 0.236; p = 0.018) have positive and significant partial effects on purchase intention. Perceived risk has a positive but statistically insignificant coefficient (B = 0.059; p = 0.380). Simultaneously, the four independent variables significantly explain purchase intention (F = 34.472; p < 0.001), with R² = 0.595. The findings highlight the relevance of emotional connection with influencers, influencer credibility, and consumer-generated information in shaping purchase intention toward fragrance products in a TikTok context.

References

  1. [1] Ahn, Y., & Lee, J. (2024). The impact of online reviews on consumers' purchase intentions: Examining the social influence of online reviews, group similarity, and self-construal. Journal of Theoretical and Applied Electronic Commerce Research, 19(2), 1060–1078. https://doi.org/10.3390/jtaer19020055
  2. [2] Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T
  3. [3] Andini, I. (2025, February 5). Tren di e-commerce 2024: Siapa yang memimpin? Parfum & wewangian makin laris, penjualan meningkat Rp1, 4 triliun! Compas. https://compas.co.id/article/tren-di-e-commerce-2024/
  4. [4] Asosiasi Penyelenggara Jasa Internet Indonesia. (2023). Survei penetrasi & perilaku internet 2023. https://survei.apjii.or.id/survei/2023
  5. [5] Cheung, C. M. K., & Thadani, D. R. (2012). The impact of electronic word-of-mouth communication: A literature analysis and integrative model. Decision Support Systems, 54(1), 461–470. https://doi.org/10.1016/j.dss.2012.06.008
  6. [6] Chung, S., & Cho, H. (2017). Fostering parasocial relationships with celebrities on social media: Implications for celebrity endorsement. Psychology & Marketing, 34(4), 481–495. https://doi.org/10.1002/mar.21001
  7. [7] Coutinho, F., Dias, A., & Pereira, L. F. (2023). Credibility of social media influencers: Impact on purchase intention. Human Technology, 19(2), 220–237. https://doi.org/10.14254/1795-6889.2023.19-2.5
  8. [8] Erkan, I., & Evans, C. (2016). The influence of eWOM in social media on consumers' purchase intentions: An extended approach to information adoption. Computers in Human Behavior, 61, 47–55. https://doi.org/10.1016/j.chb.2016.03.003
  9. [9] Featherman, M. S., & Pavlou, P. A. (2003). Predicting e-services adoption: A perceived risk facets perspective. International Journal of Human-Computer Studies, 59(4), 451–474. https://doi.org/10.1016/S1071-5819(03)00111-3
  10. [10] Hammond, E. J., Bhaduri, G., & Copeland, L. (2025). Parasocial interaction and the effects of Gen Z purchase intention on TikTok. Fashion, Style & Popular Culture. https://doi.org/10.1386/fspc_00345_1
  11. [11] Horton, D., & Wohl, R. R. (1956). Mass communication and para-social interaction: Observations on intimacy at a distance. Psychiatry, 19(3), 215–229. https://doi.org/10.1080/00332747.1956.11023049
  12. [12] Iqbal, Dr. N., Syed Hamza Javaid Bukhari, & Muhammad Ashfaque. (2025). Celebrity Culture and the Psychology of Parasocial Relationships in the Age of Instagram and TikTok. Review Journal of Social Psychology & Social Works, 3(3), 366–386. https://doi.org/10.71145/rjsp.v3i3.325
  13. [13] Jacoby, J. (2002). Stimulus-organism-response reconsidered: An evolutionary step in modeling (consumer) behavior. Journal of Consumer Psychology, 12(1), 51–57. https://doi.org/10.1207/S15327663JCP1201_05
  14. [14] Koay, K. Y., Cheah, C. W., & Yap, J. Y. (2024). Self-influencer congruence, parasocial relationships, credibility, and purchase intentions: A sequential mediation model. Journal of Relationship Marketing, 23(1), 1–20. https://doi.org/10.1080/15332667.2023.2216373
  15. [15] Ma, D., Dong, J., & Lee, C.-C. (2025). Influence of perceived risk on consumers' intention and behavior in cross-border e-commerce transactions: A case study of the Tmall Global platform. International Journal of Information Management, 81, 102854. https://doi.org/10.1016/j.ijinfomgt.2024.102854
  16. [16] Mahmud, Md. S., Islam, Md. N., Ali, Md. R., & Mehjabin, N. (2024). Impact of Electronic Word of Mouth on Customers' Buying Intention Considering Trust as a Mediator: A SEM Approach. Global Business Review, 25(2_suppl), S184–S198. https://doi.org/10.1177/0972150920976345
  17. [17] Mehrabian, A., & Russell, J. A. (1974). An approach to environmental psychology. MIT Press.
  18. [18] Ohanian, R. (1990). Construction and validation of a scale to measure celebrity endorsers' perceived expertise, trustworthiness, and attractiveness. Journal of Advertising, 19(3), 39–52. https://doi.org/10.1080/00913367.1990.10673191
  19. [19] Rubin, R. B., & McHugh, M. P. (1987). Development of parasocial interaction relationships. Journal of Broadcasting & Electronic Media, 31(3), 279–292. https://doi.org/10.1080/08838158709386664
  20. [20] Saad, M., Awad, A., Fathy Aziz, A., & Rashad Shma, T. (2025). Influencer marketing's impact on credibility and purchase intention: A study on University of Bisha students in Saudi Arabia. Innovative Marketing, 21(1), 326–337. https://doi.org/10.21511/im.21(1).2025.26