The Impact of Social Media Influencers and User-Generated Content on Umrah Travel Purchase Decisions in Indonesia

Authors

  • Rizky Ajeng Andriani Master of Marketing Communication Management Study Program, Postgraduate Program, LSPR Institute of Communication and Business, Indonesia
  • Gabrielle Meiscova Johvans M Master of Marketing Communication Management Study Program, Postgraduate Program, LSPR Institute of Communication and Business, Indonesia
  • Rizko Ilham Maulana Master of Marketing Communication Management Study Program, Postgraduate Program, LSPR Institute of Communication and Business, Indonesia

DOI:

https://doi.org/10.55885/jprsp.v6i2.879

Keywords:

Social Media Influencer, User-Generated Content, Homophily, Purchase Decision, Umrah Travel

Abstract

This study aims to examine the influence of social media influencer source credibility and homophily-based user-generated content on Umrah pilgrims’ purchase decisions in the digital environment. The research adopts a quantitative approach using a survey method, with data collected from 316 respondents across Indonesia who have experience or interest in Umrah travel. Data were analyzed using Partial Least Squares-Structural Equation Modeling to evaluate both the measurement and structural models. The results indicate that influencer expertise has a positive and significant effect on purchase decisions, while trustworthiness and attractiveness do not show a significant direct influence. In addition, homophily-based user-generated content demonstrates a strong and significant effect, highlighting the importance of perceived similarity in shaping consumer confidence and reducing perceived risk. These findings suggest that Umrah pilgrims prioritize informational value, experiential relevance, and perceived similarity over visual appeal or assumed trust when making high-risk religious travel decisions. In conclusion, this study emphasizes the strategic role of expert-driven influencer credibility and authentic, homophilic user-generated content in digital marketing communication for Umrah travel services, contributing to the understanding of digital consumer behavior in high-risk and religious service contexts.

References

Al-Emadi, F. A., & Ben Yahia, I. (2020). Ordinary celebrities related criteria to harvest fame and influence on social media. Journal of Research in Interactive Marketing, 14(2), 195-213. https://doi.org/10.1108/JRIM-02-2018-0031

Ali, S. A. U., SM, A. M. I., & Bahri, S. (2025). Digital Trends in Religious Advertising: Commodification of Umrah Hadiths on Instagram in the Context of Hajj and Umrah Marketing. Ulumuna, 29(1), 575-602. https://doi.org/10.20414/ujis.v29i1.1306

Alshurideh, M., Musallam, F., Alkarad, H., & Alnobani, L. (2025). A systematic literature Review of Panic Buying During Unknown Risks: The Covid-19 Pandemic as an Example. International Journal of Management and Marketing Intelligence, 2(4), 13-24. https://doi.org/10.64251/ijmmi.99

Amaliyatul, M., Hermawan, A., & Nuryadin, A. (2024). Pengaruh social media marketing dan user generated content (UGC) terhadap purchase decision produk Luxcrime pada Generasi Z di TikTok. Journal of Information Systems Management and Digital Business, 2(1), 40-49. https://doi.org/10.70248/jismdb.v2i1.1184

Asyraff, M. A., Hanafiah, M. H., Zain, N. A. M., & Hariani, D. (2024). Unboxing the paradox of social media user-generated content (UGC) information qualities and tourist behaviour: moderating effect of perceived travel risk. Journal of Hospitality and Tourism Insights, 7(4), 1809-1830. https://doi.org/10.1108/JHTI-02-2023-0072

Bashir, H. (2024). Elucidating the role of contributors enriching spiritual and religious inspirations for the Muslims to perform holy umrah pilgrimage in Saudi Arabia. A prospective study: Umrah a spritual journey. International Journal of Innovation and Business Strategy (IJIBS), 19(1), 36-47. https://doi.org/10.11113/ijibs.v19.150

Bozkurt, A., & Tu, C. H. (2016). Digital identity formation: Socially being real and present on digital networks. Educational Media International, 53(3), 153-167. https://doi.org/10.1080/09523987.2016.1236885

Bu, Y., Parkinson, J., & Thaichon, P. (2022). Digital content marketing as a catalyst for consumer engagement: The role of homophily and perceived similarity. Journal of Strategic Marketing, 30(3), 213–231. https://doi.org/10.1080/0965254X.2020.1843632

Caber, M., Drori, N., Albayrak, T., & Herstein, R. (2021). Social media usage behaviours of religious tourists: The cases of the Vatican, Mecca, and Jerusalem. International Journal of Tourism Research, 23(5), 816-831. https://doi.org/10.1002/jtr.2444

Cheung, M. L., Leung, W. K., Cheah, J. H., & Ting, H. (2022). Exploring the effectiveness of emotional and rational user-generated contents in digital tourism platforms. Journal of Vacation Marketing, 28(2), 152-170. https://doi.org/10.1177/13567667211030675

Chung, N., Han, H., & Koo, C. (2015). Adoption of travel information in user-generated content on social media: the moderating effect of social presence. Behaviour & information technology, 34(9), 902-919. https://doi.org/10.1080/0144929X.2015.1039060

Dhamayanty, S., & Nokialita, F. (2023). The Influence of Celebrity Endorser and Product Quality on Purchase Decision Through Brand Image Package PT Aminareka Perdana. Journal of Event, Travel and Tour Management, 19-23. https://doi.org/10.34013/jett.v3i2.1354

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/10.1016/j.chb.2016.11.009

Erdogan, B. Z. (1999). Celebrity endorsement: A literature review. Journal of marketing management, 15(4), 291-314. https://doi.org/10.1362/026725799784870379

Filieri, R. (2015). What makes online reviews helpful? A diagnosticity-adoption framework to explain informational and normative influences in e-WOM. Journal of business research, 68(6), 1261-1270. https://doi.org/10.1016/j.jbusres.2014.11.006

Friedman, H. H., & Friedman, L. (1979). Endorser effectiveness by product type. Journal of advertising research, 19(5), 63-71. https://doi.org/10.1080/00218499.1979.12518848

Geng, R., & Chen, J. (2021). The influencing mechanism of interaction quality of UGC on consumers’ purchase intention: An empirical analysis. Frontiers in Psychology, 12, 697382. https://doi.org/10.3389/fpsyg.2021.697382

Ghaly, M. I. (2023). The influence of user-generated content and social media travel influencers credibility on the visit intention of Generation Z. Journal of Association of Arab Universities for Tourism and Hospitality, 24(2), 367-382.

Hadrian, M. C., & Ratnasari, N. G. (2025). The influence of information quality in user-generated content (UGC) behavioral intention to revisit: The mediating role of destination image (a study on Lampung as a tourism object). Interaction, Community Engagement, and Social Environment, 3(1), 1-17. https://doi.org/10.61511/icese.v3i1.2025.2041

Hassan, T., Carvache-Franco, M., Carvache-Franco, W., & Carvache-Franco, O. (2024). Motivations as predictors of religious tourism: the Muslim pilgrimage to the city of Mecca. Journal of Cultural Heritage Management and Sustainable Development, 14(3), 419-435. https://doi.org/10.1108/JCHMSD-01-2022-0005

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

Hovland, C. I., Janis, I. L., & Kelley, H. H. (1953). Communication and persuasion. Yale University Press

Hu, S. (2026). Pengaruh social media marketing, e-word of mouth, dan persepsi harga terhadap keputusan pembelian iPhone di platform shopee (Doctoral dissertation, Universitas Katolik Musi Charitas).

Husna, F., & Sariyanti, L. (2025). Umrah Trends in Society: Influencer, Media and the Way to Construct Between Worship and Religious Tourism. Abrahamic Religions: Jurnal Studi Agama-Agama, 5(1), 84-97. https://dx.doi.org/10.22373/arj.v5i1.30023

Hussain, T., & Wang, D. (2024). Social media and the spiritual journey: The place of digital technology in enriching the experience. Religions, 15(5), 616. https://doi.org/10.3390/rel15050616

Ishak, M. I., Harun, A., Muslim, A. K., Muslim, M. A., & Ahmad, N. (2025). Exploring Key Umrah Attributes for Customer Satisfaction: Insights from the Malaysian Umrah Industry. Journal of Technology Management and Technopreneurship (JTMT), 13(2). https://doi.org/10.54554/jtmt.2025.13.02.002

Jenkins, H. (2006). Convergence culture: Where old and new media collide. New York: University Press.

Joseph, W. B. (1982). The credibility of physically attractive communicators: A review. Journal of advertising, 11(3), 15-24. https://doi.org/10.1080/00913367.1982.10672807

Jun, S.-H. (2020). The effects of perceived risk, brand credibility and past experience on purchase intention in the Airbnb context. Sustainability, 12(12), 5212. https://doi.org/10.3390/su12125212

Kahfi, A., Dewi, E. P., & Mohamoud, M. E. (2025). The Backpacker Umrah Phenomenon In The Digital Era: Impact On Pilgrims'spirituality And The Travel Industry. Multazam: Jurnal Manajemen Haji dan Umrah, 5(1), 62-78. https://doi.org/10.32332/multazam.v5i1.10129

Leonhardt, J. M., Keller, L. R., & Pezzuti, T. (2020). We’re not so different: Collectivism increases perceived homophily, which increases trust and consumers’ reliance on user-generated product information. Journal of Business Research, 112, 562–571.

https://doi.org/10.1016/j.jbusres.2019.11.015

Lou, C., & Yuan, S. (2019). Influencer marketing: How message value and credibility affect consumer trust of branded content on social media. Journal of interactive advertising, 19(1), 58-73. https://doi.org/10.1080/15252019.2018.1533501

Lu, W., & Stepchenkova, S. (2015). User-generated content as a research mode in tourism and hospitality applications: Topics, methods, and software. Journal of Hospitality Marketing & Management, 24(2), 119-154. https://doi.org/10.1080/19368623.2014.907758

Lücking, M. (2023). Cosmopolitan Imagery: Prestigious Connections to the World in Contemporary Muslim and Christian Indonesian Pilgrimage Pictures. International Journal of Islam in Asia, 2(2), 203-231.

Madyan, S., Abyad, H., & Karimullah, I. W. (2025). The Modern Pilgrimage of Umrah: The Convergence of Spiritual Devotion and Pop-Consumer Culture in Indonesia. International Journal of Religious Tourism and Pilgrimage, 13(2), 3. https://doi.org/10.21427/q4d8-q466

McPherson, M., Smith-Lovin, L., & Cook, J. M. (2001). Birds of a feather: Homophily in social networks. Annual Review of Sociology, 27, 415–444. https://doi.org/10.1146/annurev.soc.27.1.415

Muda, M., & Hamzah, M. I. (2021). Should I suggest this YouTube clip? The impact of UGC source credibility on eWOM and purchase intention. Journal of Research in Interactive Marketing, 15(3), 441-459. https://doi.org/10.1108/JRIM-04-2020-0072

Mursid, A., & Wu, C. H. J. (2022). Customer participation, value co-creation and customer loyalty: evidence from Umrah travel agencies in Indonesia. Journal of Islamic Marketing, 13(3), 628-648. https://doi.org/10.1108/JIMA-06-2020-0190

Muslim, A., Harun, A., Ismael, D., & Othman, B. (2020). Social media experience, attitude and behavioral intention towards umrah package among generation X and Y. Management Science Letters, 10(1), 1-12.

Naeem, M. (2021). The role of social media to generate social proof as engaged society for stockpiling behaviour of customers during Covid-19 pandemic. Qualitative Market Research: An International Journal, 24(3), 281-301. https://doi.org/10.1108/QMR-04-2020-0050

Nasution, N. S. P., Yunita, N., & Sabrina, H. (2025). The Influence of UGC and Influencer Marketing on Consumer Buying Interest: A Case Study of Warunk Juragan. Journal of Management and Business Innovations, 7(01), 1-8. http://dx.doi.org/10.30829/jombi.v7i01.23549

Ngo, T. T. A., Nguyen, B., Pham, Q. T., & Nguyen, H. M. (2024). Electronic word-of-mouth on social networking sites: Information credibility, usefulness, adoption, and online purchase intention. Heliyon, 10(3), e25134. https://doi.org/10.1016/j.heliyon.2024.e25134

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

Poleac, G., & Ghergut-Babii, A. N. (2024). How social media algorithms influence the way users decide-perspectives of social media users and practitioners. Technium Soc. Sci. J., 57, 69.

Qurashi, J. (2017). Commodification of Islamic religious tourism: From spiritual to touristic experience. International Journal of Religious Tourism and Pilgrimage, 5(1), 89-104.

Ranga, I., Singh, R., & Ranga, B. (2023). Which user-generated content is considered useful by tourists? An investigation into the role of information types shared in online discourse in online travel communities. International Journal of Human–Computer Interaction, 39(15), 3114-3126. https://doi.org/10.1080/10447318.2022.2093447

Rezky, W. M., Suhud, U., & Febrilia, I. (2024). From Trust to Travel: Factors Influencing Purchase Intentions in Selecting Umrah Travel Agents. In International Student Conference on Business, Education, Economics, Accounting, and Management (ISC-BEAM) (Vol. 3, No. 1, pp. 2058-2072). https://doi.org/10.21009/ISC-BEAM.013.153

Sari, Y. M., Hayu, R. S., & Salim, M. (2021). The effect of trustworthiness, attractiveness, expertise, and popularity of celebrity endorsement. Jurnal Manajemen dan Kewirausahaan, 9(2), 163-172.

Shoenberger, H., & Kim, E. (2023). Perceived homophily and source credibility in social media influencer communication. Journal of Interactive Advertising, 23(1), 1–15. https://doi.org/10.1080/15252019.2022.2143176

Singh, H., & Chakrabarti, S. (2020). Defining the relationship between consumers and retailers through user-generated content: insights from the research literature. International Journal of Retail & Distribution Management, 49(1), 41-60. https://doi.org/10.1108/IJRDM-03-2020-0080

Sujatmiko, S., Ar, D. P., Hamdat, A., & Salam, K. N. (2025). User-Generated Content (UGC) and Its Impact on Tourism Marketing: A Systematic Literature Review. Golden Ratio of Mapping Idea and Literature Format, 5(2), 97-105. https://doi.org/10.52970/grmilf.v5i2.1491

Sukarnoto, T., & Cahyono, H. (2025). The Role of Social Proof in The Decision-Making of The Rural Community Of Cirebon to Become Customers of Sharia Microfinance Institutions. Ecopreneur: Jurnal Ekonomi dan Bisnis Islam, 6(2). https://doi.org/10.47453/ecopreneur.v6i2.3578

Supriyanto, S., Ady, S. U., & Sayidah, N. (2024). Analysis of Marketing Psychology: Understanding Consumer Behavior and its Implications for Business Strategy. International Journal of Economics, Management and Accounting (IJEMA), 2(5), 561-570. https://doi.org/10.47353/ijema.v2i5.215

Tran, H.-A., Farrell, A., Evanschitzky, H., Nguyen, B., & Ackfeldt, A.-L. (2024). Using affective content to promote high-involvement services on social media. Journal of Business Research, 179, 114676. https://doi.org/10.1016/j.jbusres.2024.114676

Tseng, S., & Fogg, B. J. (1999). Credibility and computing technology. Communications of the ACM, 42(5), 39-44.

Volkmer, S. A., & Meißner, M. (2025). Delight my brain and my eyes: Credibility and aesthetic judgments of endorsers. Journal of Retailing and Consumer Services, 84, 104217. https://doi.org/10.1016/j.jretconser.2024.10421

Weismueller, J., Harrigan, P., Wang, S., & Soutar, G. N. (2020). Influencer endorsements: How advertising disclosure and source credibility affect consumer purchase intention on social media. Australasian marketing journal, 28(4), 160-170. https://doi.org/10.1016/j.ausmj.2020.03.002

Wijaya, C. O., Wijaya, S., & Jaolis, F. (2025). The influence of social media content on attitude, destination image and intention of female Muslim travelers to visit halal destinations: comparison between UGC and FGC. Journal of Islamic Marketing, 16(2), 402-427. https://doi.org/10.1108/JIMA-08-2023-0235

Yin, H. (2024). From Virality to Engagement: Examining the Transformative Impact of Social Media, Short Video Platforms, and Live Streaming on Information Dissemination and Audience Behavior in the Digital Age. Advances in Social Behavior Research, 14, 10-14. https://doi.org/10.54254/2753-7102/2024.18644

Zaid, B., Fedtke, J., Shin, D. D., El Kadoussi, A., & Ibahrine, M. (2022). Digital Islam and Muslim millennials: How social media influencers reimagine religious authority and Islamic practices. Religions, 13(4), 335. https://doi.org/10.3390/rel13040335

Zarkada, A. K., Kashif, M., & Zainab. (2025). The structure and content of the religious tourism destination image construct: an exploratory netnography of travelers’ reviews of Makkah and Medina. Journal of Islamic Marketing, 16(3), 689-712. https://doi.org/10.1108/JIMA-06-2024-0229

Zhang, Y., Gao, J., Cole, S., & Ricci, P. (2021). the spread of user-generated contents (UGC) shapes international tourism distribution: Using agent-based modeling to inform strategic UGC marketing. Journal of Travel How Research, 60(7), 1469-1491. https://doi.org/10.1177/0047287520951639

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2026-04-08

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Andriani, R. A., M, G. M. J. ., & Maulana, R. I. . (2026). The Impact of Social Media Influencers and User-Generated Content on Umrah Travel Purchase Decisions in Indonesia. Journal of Public Representative and Society Provision, 6(2), 401-416. https://doi.org/10.55885/jprsp.v6i2.879

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Vol. 6 No. 2 (2026): Journal of Public Representative and Society Provision

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