Social Media Use, FoMO-T and Visit Behaviour Intention in Heritage Tourism: A PLS-SEM Study of Young Tourists in Indonesia

Authors

  • Dyah Triana Purti Zaindhari Bali Tourism Polytechnic, Indonesia
  • Hanugerah Kristiono Liestiandre Bali Tourism Polytechnic, Indonesia
  • Luh Yusni Wiarti Bali Tourism Polytechnic, Indonesia

DOI:

https://doi.org/10.32659/tsj.v11i2.699

Keywords:

FoMO-T, Generation Z, Herritage Tourism, Millenials, Social Media Use, Visit Behavioral Intention

Abstract

This study investigates the relationship between social media use and Visit Behavioural Intention among Millennial and Generation Z tourists at Kampoeng Heritage Kajoetangan, Malang, Indonesia, by positioning Fear of Missing Out in Tourism (FoMO-T) as a mediating mechanism. Organised through the Stimulus–Organism–Response framework, social media use is conceptualised through Uses and Gratifications Theory as the stimulus, FoMO-T as the organismic state, and TPB-grounded Visit Behavioural Intention as the response. The study used a quantitative explanatory approach and analysed survey responses from 322 domestic Millennial and Generation Z tourists through PLS-SEM. The empirical results supported the four proposed hypotheses. Social media use positively influenced Visit Behavioural Intention (β = 0.309, p < 0.001) and FoMO-T (β = 0.700, p < 0.001). FoMO-T predicted Visit Behavioural Intention (β = 0.449, p < 0.001) and partially mediated the social media–intention relationship (indirect β = 0.314; VAF = 50.4%). Both endogenous constructs yielded identical R² values of 0.490. However, the two constructs differ in terms of their predictor structures and theoretical positions within the model. The study applies FoMO-T in Indonesian heritage tourism and demonstrates direct cognitive-informational and indirect FoMO-T-mediated affective pathways. It theorises experiential irreversibility as a context-specific amplifier for future operationalisation.

References

Abel, J. P., Buff, C. L., & Burr, S. A. (2016). Social media and the fear of missing out: Scale development and assessment. Journal of Business & Economics Research, 14(1), 33–40. https://doi.org/10.19030/jber.v14i1.9554

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

Alawneh, K., Set, K., & Mokhlis, S. (2026). Impacts of country-specific aspects on tourists' revisit intentions to cultural heritage sites: The mediating role of destination image. Tourism and Hospitality Management, 32(1), 93–105. https://doi.org/10.20867/thm.32.1.7

Ayeh, J. K., Au, N., & Law, R. (2013). Predicting the intention to use consumer-generated media for travel planning. Tourism Management, 35, 132–143. https://doi.org/10.1016/j.tourman.2012.06.010

Baber, R., & Baber, P. (2023). Influence of social media marketing efforts, e-reputation and destination image on intention to visit among tourists: Application of S-O-R model. Journal of Hospitality and Tourism Insights, 6(5), 2298–2316. https://doi.org/10.1108/JHTI-06-2022-0270

Balta, S., Emirtekin, E., Kircaburun, K., & Griffiths, M. D. (2020). Neuroticism, trait fear of missing out, and phubbing: The mediating role of state fear of missing out and problematic Instagram use. International Journal of Mental Health and Addiction, 18(3), 628–639. https://doi.org/10.1007/s11469-018-

9870-8

Bambauer-Sachse, S., & Einsle, C. S. (2025). How can destination management organisations enhance their social media marketing communication in the field of sports tourism? Tourism and Hospitality Management, 31(2), 229–238. https://doi.org/10.20867/thm.31.2.5

Baumeister, R. F., & Leary, M. R. (1995). The need to belong: Desire for interpersonal attachments as a fundamental human motivation. Psychological Bulletin, 117(3), 497–529. https://doi.org/10.1037/0033-2909.117.3.497

Buhalis, D., & Law, R. (2008). Progress in information technology and tourism management: 20 years on and 10 years after the Internet—The state of eTourism research. Tourism Management, 29(4), 609–623. https://doi.org/10.1016/j.tourman.2008.01.005

Çetinkaya, Ö., & Yıldız, S. (2025). Fear of missing out in tourism: A scale development. GSI Journals Serie A: Advancements in Tourism Recreation and Sports Sciences, 8(1), 416–429. https://doi.org/10.53353/atrss.1605324

Chetioui, Y., & El Bouzidi, L. (2023). An investigation of the nexus between online impulsive buying and cognitive dissonance among Gen Z shoppers: Are female shoppers different? Young Consumers, 24(4), 406–426. https://doi.org/10.1108/YC-06-2022-1548

Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.).

Routledge. https://doi.org/10.4324/9780203771587

Dimitriou, C. K., & AbouElgheit, E. (2019). Understanding Generation Z's travel social decision-making. Tourism and Hospitality Management, 25(2), 311–334. https://doi.org/10.20867/thm.25.2.4

Faul, F., Erdfelder, E., Buchner, A., & Lang, A.-G. (2009). Statistical power analyses using G*Power 3.1: Tests for correlation and regression analyses. Behavior Research Methods, 41(4), 1149–1160. https://doi.org/10.3758/BRM.41.4.1149

Festinger, L. (1954). A theory of social comparison processes. Human Relations, 7(2), 117–140. https://doi.org/10.1177/001872675400700202

Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39–50. https://doi.org/10.2307/3151312

Ghosh, P., Jha, S. S., Sofique, M. A., & Priyadarsini, P. (2025). The perceived impact of cultural heritage tourism on sustainable community development: A moderated-mediation analysis. Tourism and Hospitality Management, 31(4), 495–506. https://doi.org/10.20867/thm.31.4.1

Good, M. C., & Hyman, M. R. (2020). "Fear of missing out": Antecedents and influence on purchase likelihood. Journal of Marketing Theory and Practice, 28(3), 330–341. https://doi.org/10.1080/10696679.2020.1766359

Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203

Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2022). A primer on partial least squares structural equation modeling (PLS-SEM) (3rd ed.). SAGE Publications.

Hamid, S., Ali, R., Sujood, Jameel, S. T., Azhar, M., & Siddiqui, S. (2023). Understanding behavioural intention of experiencing virtual tourism during COVID-19: An extension of theory of planned behaviour. Tourism and Hospitality Management, 29(3), 423–437. https://doi.org/10.20867/thm.29.3.10

Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8

Jiang, Y., Lyu, C., Chen, W., & Wen, J. (2023). Following mega sports events on social media impacts Gen Z travelers' sports tourism intentions: The case of the 2022 Winter Olympic Games. Tourism Recreation Research. Advance online publication. https://doi.org/10.1080/02508281.2023.2274155

Jiang, Y., Lyu, C., & Li, J. (2025). Unpacking Generation Z tourists' motivation for intangible cultural heritage tourism. Tourism Recreation Research, 50(5), 1263–1269. https://doi.org/10.1080/02508281.2024.2383819

Katz, E., Blumler, J. G., & Gurevitch, M. (1973). Uses and gratifications research.

Public Opinion Quarterly, 37(4), 509–523. https://doi.org/10.1086/268109 Kim, D., & Wongsa, P. (2025). The effects of social comparison in social media on

travel decision making: The role of fear of missing out. Journal of Hospitality and Tourism Technology, 16(5), 1176–1192. https://doi.org/10.1108/JHTT-

05-2024-0281

Kock, N. (2015). Common method bias in PLS-SEM: A full collinearity assessment

approach. International Journal of E-Collaboration, 11(4), 1–10. https://doi.org/10.4018/ijec.2015100101

Kolar, T., & Žabkar, V. (2010). A consumer-based model of authenticity: An oxymoron or the foundation of cultural heritage marketing? Tourism Management, 31(5), 652–664. https://doi.org/10.1016/j.tourman.2009.07.010 Kusumah, E. P., Hurriyati, R., Disman, & Gaffar, V. (2022). Determining revisit intention: The role of virtual reality experience, travel motivation, travel constraint and destination image. Tourism and Hospitality Management,

28(2), 297–314. https://doi.org/10.20867/thm.28.2.3

Leung, D., Law, R., van Hoof, H., & Buhalis, D. (2013). Social media in tourism and hospitality: A literature review. Journal of Travel & Tourism Marketing, 30(1–2), 3–22. https://doi.org/10.1080/10548408.2013.750919

Leung, X. Y., & Jiang, L. (2018). How do destination Facebook pages work? An extended TPB model of fans' visit intention. Journal of Hospitality and Tourism Technology, 9(3), 397–416. https://doi.org/10.1108/JHTT-09-2017-

0088

Liestiandre, H. K., Morrison, A. M., Yasa, N. N. K., Sukawati, T. G. R., & Sukaatmadja, I. P. G. (2024). The impact of a local well-being philosophy on revisit intentions to Bali among digital nomads. Tourism and Hospitality, 5(4), 1099–1124. https://doi.org/10.3390/tourhosp5040062

Liu, J., Wang, C., Zhang, T. (Christina), & Qiao, H. (2023). Delineating the effects of social media marketing activities on Generation Z travel behaviors. Journal of Travel Research, 62(5), 1140–1158. https://doi.org/10.1177/00472875221106394

Mehrabian, A., & Russell, J. A. (1974). An approach to environmental psychology.

MIT Press.

Munar, A. M., & Jacobsen, J. K. S. (2014). Motivations for sharing tourism experiences through social media. Tourism Management, 43, 46–54. https://doi.org/10.1016/j.tourman.2014.01.012

Pahrudin, P., Liu, L.-W., Royanow, A. F., & Kholid, I. (2023). A large-sport event and its influence on tourism destination image in Indonesia. Tourism and Hospitality Management, 29(3), 335–348. https://doi.org/10.20867/thm.29.3.2

Park, E., Choi, B.-K., & Lee, T. J. (2019). The role and dimensions of authenticity in heritage tourism. Tourism Management, 74, 99–109. https://doi.org/10.1016/j.tourman.2019.03.001

Podsakoff, P. M., MacKenzie, S. B., Lee, J.-Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879–903. https://doi.org/10.1037/0021-9010.88.5.879

Przybylski, A. K., Murayama, K., DeHaan, C. R., & Gladwell, V. (2013). Motivational, emotional, and behavioral correlates of fear of missing out. Computers in Human Behavior, 29(4), 1841–1848. https://doi.org/10.1016/j.chb.2013.02.014

Ringle, C. M., Wende, S., & Becker, J.-M. (2024). SmartPLS 4. SmartPLS. https://www.smartpls.com

Rudež, H. N. (2023). What features of digital travel-related information is Generation Z looking for? Tourism and Hospitality Management, 29(4),

495–504. https://doi.org/10.20867/thm.29.4.2

Tam, L. D., Tuu, H. H., & Cong, L. C. (2024). The effect of social media marketing on tourist loyalty: A mediation-moderation analysis in the tourism sector under the Stimulus-Organism-Response model. Journal of Tourism and Services, 15(29), 294–319. https://doi.org/10.29036/jots.v15i29.914

Timothy, D. J., & Boyd, S. W. (2003). Heritage tourism. Pearson Education. Tussyadiah, I. P., & Fesenmaier, D. R. (2009). Mediating tourist experiences:

Access to places via shared videos. Annals of Tourism Research, 36(1), 24–40. https://doi.org/10.1016/j.annals.2008.10.001

Ulucan, E. (2024). The impact of social media addiction and FoMO on touristic purchasing decisions: Conquering FoMOurism and FoMOurists as a new culture. The Journal of Academic Social Science, 149(149), 229–248. https://doi.org/10.29228/ASOS.74577

Uram, P., & Skalski, S. (2022). Still logged in? The link between Facebook addiction, FoMO, self-esteem, life satisfaction and loneliness in social media users. Psychological Reports, 125(1), 21–38. https://doi.org/10.1177/0033294120980970

Urry, J., & Larsen, J. (2011). The tourist gaze 3.0 (3rd ed.). SAGE Publications Ltd. https://doi.org/10.4135/9781446251904

Uslu, A., & Tosun, P. (2024). Examining the impact of the fear of missing out on museum visit intentions. Journal of Hospitality & Tourism Research, 48(6), 1097–1112. https://doi.org/10.1177/10963480231168608

Vogel, E. A., Rose, J. P., Roberts, L. R., & Eckles, K. (2014). Social comparison, social media, and self-esteem. Psychology of Popular Media Culture, 3(4), 206–222. https://doi.org/10.1037/ppm0000047

Widaningsih, T. T., & Putranto, A. (2025). Digital tourism communication: Effects of influencer credibility, content quality, and e-WoM on emotions, FoMO, self-identification, and visit intentions of Gen Z travelers. Frontiers in Communication, 10, Article 1717937.

https://doi.org/10.3389/fcomm.2025.1717937

Xiang, Z., & Gretzel, U. (2010). Role of social media in online travel information search. Tourism Management, 31(2), 179–188. https://doi.org/10.1016/j.tourman.2009.02.016

Zeithaml, V. A., Berry, L. L., & Parasuraman, A. (1996). The behavioral consequences of service quality. Journal of Marketing, 60(2), 31–46. https://doi.org/10.1177/002224299606000203

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Published

2026-06-30

How to Cite

Purti Zaindhari, D. T., Liestiandre, H. K., & Wiarti, L. Y. (2026). Social Media Use, FoMO-T and Visit Behaviour Intention in Heritage Tourism: A PLS-SEM Study of Young Tourists in Indonesia. Tourism Scientific Journal, 11(2), 287–305. https://doi.org/10.32659/tsj.v11i2.699

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