The Role of Instagram Influencers in Enhancing Yogyakarta’s Appeal to Millennial and Gen Z Travelers

Authors

DOI:

https://doi.org/10.29244/jcs.10.3.554-576

Keywords:

destination marketing, influencer marketing, Instagram tourism, parasocial interaction, social media engagement, source credibility, travel intention

Abstract

Background: Instagram influencer marketing is increasingly becoming a determining factor in the decision-making of Millennials and Gen Z regarding visits to tourism destinations. Although source credibility (attractiveness, trustworthiness, and expertise) has been widely studied, little is known about its direct influence on behavioral intention when mediated by affective mechanisms.

Purpose: This study examines how parasocial interaction (PSI) mediates the relationship between source credibility and travel intention, i.e., the tendency to visit Yogyakarta. In this context, PSI refers to the emotional connection that allows followers to feel attached to influencers.

Method: Data were collected via an online survey distributed via Google Forms to Indonesian Instagram users between January and March 2025. Purposive sampling was employed to obtain 213 responses from users who follow travel influencers. The data collected were analyzed using PLS-SEM.

Findings: The results show that attractiveness, trustworthiness, and expertise have no direct impact on travel intention. However, all these credibility dimensions show a strong positive correlation with PSI, which predicts travel intention. Therefore, PSI is identified as a complete mediator in the model.

Conclusions: Travel intention is mainly driven by emotional connection rather than by influencer traits alone. The appraisal mechanism mediates the process from perception to action.

Research Implication: It is recommended that tourism marketers adopt PSI-based strategies by recognizing actors who can build substantive, affective relations with the audience.

References

Balaban, D. C., Szambolics, J., & Chirică, M. (2022). Parasocial relations and social media influencers’ persuasive power. Exploring the moderating role of product involvement. Acta Psychologica, 230, 103731. https://doi.org/10.1016/j.actpsy.2022.103731

Beni Ismarizal, & Ahmad Hudaiby Galih Kusumah. (2023). The Instagram effect on tourist destination choices: unveiling key attraction elements. Journal of Consumer Sciences, 8(2), 124–137. https://doi.org/10.29244/jcs.8.2.124-137

Bilgin, Y. (2024). Social Visibility of Consumption as a Phenomenon driving the self-expression and travel intention of muslim tourists. Geojournal of Tourism and Geosites, 52(1), 98–106. https://doi.org/10.30892/gtg.52109-1186

Casaló, L. V., Flavián, C., & Ibáñez-Sánchez, S. (2020). Influencers on Instagram: Antecedents and consequences of opinion leadership. Journal of Business Research, 117, 510–519. https://doi.org/10.1016/J.JBUSRES.2018.07.005

Cheng, Y., Wei, W., & Zhang, L. (2020). Seeing destinations through vlogs: implications for leveraging customer engagement behavior to increase travel intention. International Journal of Contemporary Hospitality Management, 32(10), 3227–3248. https://doi.org/10.1108/IJCHM-04-2020-0319

Choi, S., Kim, I., Cha, K., Suh, Y.-K., & Kim, K. H. (2019). Travelers parasocial interactions in online travel communities. Journal of Travel & Tourism Marketing, 36(8), 888–904. https://doi.org/10.1080/10548408.2019.1657053

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

DataReportal. (2024). Instagram advertising audience overview: Indonesia. DataReportal. https://datareportal.com/reports/digital-2024-indonesia

Dewantara, M. H., Jin, X., & Gardiner, S. (2025). What makes a travel vlog attractive? Parasocial interactions between travel vloggers and viewers. Journal of Vacation Marketing, 31(1), 113–129. https://doi.org/10.1177/13567667231186554

Djafarova, E., & Rushworth, C. (2017). Exploring the credibility of online celebrities’ Instagram profiles in influencing the purchase decisions of young female users. Computers in Human Behavior, 68, 1–7. https://doi.org/https://doi.org/10.1016/j.chb.2016.11.009

Duong, C. D. (2023). Applying the stimulus-organism-response theory to investigate determinants of students’ social entrepreneurship: moderation role of perceived university support. Social Enterprise Journal, 19(2), 167–192. https://doi.org/10.1108/SEJ-10-2022-0091

Gong, W., & Li, X. (2017). Engaging fans on microblog: the synthetic influence of parasocial interaction and source characteristics on celebrity endorsement. Psychology & Marketing, 34(7), 720–732. https://doi.org/10.1002/mar.21018

Gubalane, A., & Ha, Y. (2023). The effects of social media influencers’ credibility on product evaluation, product attitude, and purchase intention: The mediating effects of product-influencer fit. International Journal of Innovative Research and Scientific Studies, 6(4), 946–959. https://doi.org/10.53894/ijirss.v6i4.2116

Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2021). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) (Third Edition). SAGE Publications, Inc.

Han, J., & Balabanis, G. (2024). Meta-analysis of social media influencer impact: Key antecedents and theoretical foundations. In Psychology and Marketing (Vol. 41, Issue 2, pp. 394–426). John Wiley and Sons Inc. https://doi.org/10.1002/mar.21927

Han, J., & Chen, H. (2022). Millennial social media users’ intention to travel: the moderating role of social media influencer following behavior. International Hospitality Review, 36(2), 340–357. https://doi.org/10.1108/ihr-11-2020-0069

Hassan, S. H., Teo, S. Z., Ramayah, T., & Al-Kumaim, N. H. (2021). The credibility of social media beauty gurus in young millennials’ cosmetic product choice. PLOS ONE, 16(3), e0249286-. https://doi.org/10.1371/journal.pone.0249286

Hernández-Méndez, J., & Baute-Díaz, N. (2024). Influencer marketing in the promotion of tourist destinations: mega, macro and micro-influencers. Current Issues in Tourism, 27(8), 1332–1342. https://doi.org/10.1080/13683500.2023.2214354

Horton, D., & Richard Wohl, R. (1956). Mass communication and para-social interaction. Psychiatry, 19(3), 215–229. https://doi.org/10.1080/00332747.1956.11023049

Jang, S. (Shawn), Bai, B., Hu, C., & Wu, C. M. E. (2009). Affect, travel motivation, and travel intention: a senior market. Journal of Hospitality & Tourism Research, 33(1), 51–73. https://doi.org/10.1177/1096348008329666

Kim, M. (2023). Parasocial interactions in digital tourism: attributes of live streamers and viewer engagement dynamics in South Korea. Behavioral Sciences, 13(11), 953. https://doi.org/10.3390/bs13110953

Kock, N., & Hadaya, P. (2018). Minimum sample size estimation in PLS‐SEM: The inverse square root and gamma‐exponential methods. Information Systems Journal, 28(1), 227–261. https://doi.org/10.1111/isj.12131

Kristiana, Y., Pramono, R., Nathalia, T. C., & Goeltom, V. A. H. (2020). Tourism and original local government revenue in Indonesia Tourism Provinces: The Java Island experience. Systematic Reviews in Pharmacy, 11(9), 745–750. https://doi.org/10.31838/srp.2020.9.105

Labrecque, L. I. (2014). Fostering consumer–brand relationships in social media environments: the role of parasocial interaction. Journal of Interactive Marketing, 28(2), 134–148. https://doi.org/https://doi.org/10.1016/j.intmar.2013.12.003

Lee, J. E., & Watkins, B. (2016). YouTube vloggers’ influence on consumer luxury brand perceptions and intentions. Journal of Business Research, 69(12), 5753–5760. https://doi.org/https://doi.org/10.1016/j.jbusres.2016.04.171

Leite, F. P., Pontes, N., & Schivinski, B. (2024). Influencer marketing effectiveness: giving competence, receiving credibility. Journal of Travel and Tourism Marketing, 41(3), 307–321. https://doi.org/10.1080/10548408.2024.2317748

Lou, C., & Kim, H. K. (2019). Fancying the new rich and famous? explicating the roles of influencer content, credibility, and parental mediation in adolescents’ parasocial relationship, materialism, and purchase intentions. Frontiers in Psychology, 10. https://doi.org/10.3389/fpsyg.2019.02567

Luarn, P., Chen, C. C., & Chiu, Y. P. (2024). Fashion influencers’ credibility on Instagram: the stimulus–organism–response (SOR) perspective. Journal of Strategic Marketing. https://doi.org/10.1080/0965254X.2024.2436023

Lu, C. Y., & Lu, A. C. C. (2022). Parasocial interaction, destination personality fit and consumers’ behavioral intentions: the case of tv shopping. Sustainability, 14(15), 9476. https://doi.org/10.3390/su14159476

Majaliwa, D., & Magasi, C. (2024). Tour company’s service quality and tourists’ revisit intention in arusha region tourist destinations. Journal of Consumer Sciences, 9(1), 1–21. https://doi.org/10.29244/jcs.9.1.1-21

Masuda, H., Han, S. H., & Lee, J. (2022). Impacts of influencer attributes on purchase intentions in social media influencer marketing: Mediating roles of characterizations. Technological Forecasting and Social Change, 174. https://doi.org/10.1016/j.techfore.2021.121246

Mattson, M. (2005). A Review of: Perloff, R. M. (2003). “The Dynamics of Persuasion: Communication and Attitudes in the 21st Century (2nd ed.).” Journal of Health Communication, 10(6), 581–588. https://doi.org/10.1080/10810730500228987

Mehrabian, A., & Russell, J. A. (1974). An approach to environmental psychology. In An approach to environmental psychology. The MIT Press.

Meliawati, T., Gerald, S. C., & Akhmad Edhy Aruman. (2023). The effect of social media marketing tiktok and product quality towards purchase intention. Journal of Consumer Sciences, 8(1), 77–92. https://doi.org/10.29244/jcs.8.1.77-92

Meng, B., Zhang, J., & Choi, K. (2024). The formation of parasocial relationships in tourism social media: A rational and emotional trust‐building process. International Journal of Tourism Research, 26(3). https://doi.org/10.1002/jtr.2650

Nadroo, Z. M., Lim, W. M., & Naqshbandi, M. A. (2024). Domino effect of parasocial interaction: Of vicarious expression, electronic word-of-mouth, and bandwagon effect in online shopping. Journal of Retailing and Consumer Services, 78, 103746. https://doi.org/https://doi.org/10.1016/j.jretconser.2024.103746

Najar, A. H., Wani, I. S., & Rather, A. H. (2024). Impact of social media influencers credibility on destination brand trust and destination purchase intention: extending meaning transfer model?. Global Business Review. https://doi.org/10.1177/09721509241225354

Nuryadin, D., & Purwiyanta, P. (2023). Multiplier Effects of Tourism Sector in Yogyakarta: Input-Output Analysis. JEJAK, 16(1). https://doi.org/10.15294/jejak.v16i1.40054

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

Pop, R.-A., Săplăcan, Z., Dabija, D.-C., & Alt, M. A. (2022). The impact of social media influencers on travel decisions: the role of trust in consumer decision journey. Current Issues in Tourism, 25(5), 823–843. https://doi.org/10.1080/13683500.2021.1895729

Raafat, M., Montaser, N., & Soliman, D. (2023). The impact of social media influencer’s credibility on the travel intentions of the Egyptian millennials: applied to domestic tourism. Geojournal of Tourism and Geosites , 47(2), 656–663. https://doi.org/10.30892/gtg.47234-1066

Rifai, M., & Agustin, H. (2022). Safety and health tourism risk analysis at waterpark tourism objects in Sleman Regency, Yogyakarta | Analisis Risiko Keselamatan dan Kesehatan Wisata di Objek Wisata Waterpark di Kabupaten Sleman, Yogyakarta. Media Publikasi Promosi Kesehatan Indonesia, 5(5), 559–565. https://doi.org/10.56338/mppki.v5i5.2195

Roy, S., & Attri, R. (2024). I Bond, I Engage, I Visit: Investigating the effects of vloggers tourist engagement and its outcome on tourist attitudes. Journal of Travel Research. https://doi.org/10.1177/00472875241276546

Sarstedt, M., Ringle, C. M., & Hair, J. F. (2017). Treating Unobserved Heterogeneity in PLS-SEM: A Multi-method Approach. In H. Latan & R. Noonan (Eds.), Partial Least Squares Path Modeling: Basic Concepts, Methodological Issues and Applications (pp. 197–217). Springer International Publishing. https://doi.org/10.1007/978-3-319-64069-3_9

Sokolova, K., & Kefi, H. (2020). Instagram and YouTube bloggers promote it, why should I buy? How credibility and parasocial interaction influence purchase intentions. Journal of Retailing and Consumer Services, 53, 101742. https://doi.org/https://doi.org/10.1016/j.jretconser.2019.01.011

Song, S., Yao, X., & Wen, N. (2021). What motivates Chinese consumers to avoid information about the COVID-19 pandemic?: The perspective of the stimulus-organism-response model. Information Processing & Management, 58(1), 102407. https://doi.org/10.1016/j.ipm.2020.102407

Soroya, S. H., Farooq, A., Mahmood, K., Isoaho, J., & Zara, S. (2021). From information seeking to information avoidance: Understanding the health information behavior during a global health crisis. Information Processing & Management, 58(2), 102440. https://doi.org/10.1016/j.ipm.2020.102440

Sriyadi, Akhmadi, H., & Yekti, A. (2021). Impact of Agrotourism Development on Increasing Value Added of Agricultural Products and Farmers’ Income Levels (A Study in Karangtengah, Bantul, Yogyakarta). E3S Web of Conferences, 232. https://doi.org/10.1051/e3sconf/202123202013

Sultan, P., Wong, H. Y., & Azam, M. S. (2021). How perceived communication source and food value stimulate purchase intention of organic food: An examination of the stimulus-organism-response (SOR) model. Journal of Cleaner Production, 312, 127807. https://doi.org/10.1016/j.jclepro.2021.127807

Syarif, R., Sucipto, K. R. R., Rimakka, A. I. D., & Pratama, A. A. D. M. (2025). Social media food influencers and follower’s local food purchase intention: a parasocial relationship perspective. Journal of Consumer Sciences, 10(1), 173–196. https://doi.org/10.29244/jcs.10.1.173-196

Tandon, A., Jabeen, F., Talwar, S., Sakashita, M., & Dhir, A. (2021). Facilitators and inhibitors of organic food buying behavior. Food Quality and Preference, 88, 104077. https://doi.org/10.1016/j.foodqual.2020.104077

Tran, P. D., Le, T. D., Nguyen, N. P., & Nguyen, U. T. (2024). The impact of source characteristics and parasocial relationship on electronic word-of-mouth influence: the moderating role of brand credibility. Asia Pacific Journal of Marketing and Logistics. https://doi.org/10.1108/APJML-02-2024-0170

Vu, V. C., Wang, S., Keating, B. W., & Chen, E. Y. I. (2024). Increasing social media stickiness through parasocial interaction and influencer source credibility. Australasian Marketing Journal. https://doi.org/10.1177/14413582241306130

Yılmazdoğan, O. C., Doğan, R. Ş., & Altıntaş, E. (2021). The impact of the source credibility of Instagram influencers on travel intention: The mediating role of parasocial interaction. Journal of Vacation Marketing, 27(3), 299–313. https://doi.org/10.1177/1356766721995973

Yuan, C. L., Kim, J., & Kim, S. J. (2016). Parasocial relationship effects on customer equity in the social media context. Journal of Business Research, 69(9), 3795–3803. https://doi.org/10.1016/j.jbusres.2015.12.071

Zahrudy, F., & Rany, T. A. P. (2025). From perception to purchase: how anthropomorphism shapes buying intentions through product knowledge. Journal of Management and Entrepreneurship Research, 6(3), 188–203. https://doi.org/10.34001/jmer.2025.9.06.3-69

Zheng, X., Luo, J. M., & Shang, Z. (2022). Effect of parasocial relationship on tourist’s destination attitude and visit intention. PLoS ONE, 17(4 April 2022). https://doi.org/10.1371/journal.pone.0265259

Zhou, P., Leong, A. M. W., Chen, H., & Luo, J. M. (2024). Effects of travel vloggers’ attributes on tourists’ intention: the role of cynicism. Current Issues in Tourism, 1–21. https://doi.org/10.1080/13683500.2024.2347406

Downloads

Published

2025-12-31

How to Cite

The Role of Instagram Influencers in Enhancing Yogyakarta’s Appeal to Millennial and Gen Z Travelers. (2025). Journal of Consumer Sciences, 10(3), 554-576. https://doi.org/10.29244/jcs.10.3.554-576