Halal visit probabilities: Insights from Indonesia’s super priority destinations
Nia Agmon · Fauziah Eddyono
International Journal of Research in Business and Social Science · 2025 · Vol. 14 / Issue 7 · 99-107
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Abstract
Although halal tourism has attracted growing scholarly attention, existing studies predominantly emphasize market potential, tourist perceptions, and promotional strategies. To date, no research has rigorously examined the probability of Muslim tourists’ visit decisions by integrating halal attributes, religiosity, and attitudes within Indonesia’s five Super Priority Destinations (SPDs). Addressing this gap, the present study applies a quantitative design using a probabilistic logit model based on survey data from Muslim tourists. The findings reveal that the completeness of halal attributes substantially increases the probability of destination choice, while religiosity and positive tourist attitudes further strengthen the likelihood of visits. These results demonstrate that halal tourism decisions can be modelled as a probabilistic function of destination attributes rather than solely as cultural or religious expressions. The study highlights the critical role of Destination Management Organizations (DMOs) in institutionalizing halal standards, thereby enhancing visit probabilities, boosting competitiveness, and ensuring sustainable tourism development.
Keywords: {'name': 'halal tourism, probabilistic logit model, halal attributes, religiosity'}
Authors & affiliations
Nia Agmon
Universitas Sahid
Fauziah Eddyono
Universitas Sahid
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DOI: 10.2307/1879431
Arli, D., Palmer, J., & Tjiptono, F. (2021). Consumer ethics, religiosity, and willingness to buy counterfeit products. Journal of Consumer Marketing, 38(2), 123–135.
Battour, M. (2017a). Halal tourism and its impact on non-Muslim tourists. Journal of Islamic Marketing, 8(4), 1–16. https://doi.org/10.1108/JIMA-07-2015-0054
DOI: 10.1016/j.tmp.2015.12.008
Beins, B. C., & McCarthy, M. A. (2020). Research methods and statistics. Cambridge University Press.
COMCEC. (2016). Muslim friendly tourism: Understanding the demand and supply sides in the OIC member countries. Standing Committee for Economic and Commercial Cooperation of the OIC. Retrieved from https://www.comcec.org
CrescentRating, & Mastercard. (2024). Global Muslim travel index 2024. CrescentRating. Retrieved from https://www.crescentrating.com
DOI: 10.1108/03090569410062023
DinarStandard. (2024). State of the global Islamic economy report 2024. Salaam Gateway. Retrieved from https://www.salaamgateway.com
Djakfar, M. (2019). Pariwisata halal: Perspektif multidimensi. UIN-Maliki Press.
DOI: 10.20886/ijfr.2022.9.2.165-183
DOI: 10.1362/0267257041838728
Fishbein, M., & Ajzen, I. (1975). Belief, attitude, intention, and behavior: An introduction to theory and research. Addison-Wesley.
DOI: 10.1002/cb.2005
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2019). Multivariate data analysis (8th ed.). Cengage Learning.
DOI: 10.59141/jist.v5i11.1179
DOI: 10.1111/ijcs.12678
Khan, M. (2022). Religiosity and consumer behavior in Muslim markets: Implications for halal tourism. Journal of Islamic Marketing, 13(4), 950–967. https://doi.org/10.1108/JIMA-09-2020-0269
Kotler, P., Keller, K. L., Ang, S. H., Leong, S. M., & Tan, C. T. (2021). Marketing management: An Asian perspective (7th ed.). Pearson Education.
DOI: 10.1086/259131
DOI: 10.33087/jmas.v8i1.829
DOI: 10.32832/jm-uika.v14i1.8912
Mastuki. (2024). Demografi umat Islam Indonesia tahun 2024. Badan Litbang dan Diklat Kementerian Agama RI.
DOI: 10.1086/296093
DOI: 10.5539/ijms.v8n2p1
DOI: 10.1111/ijcs.12268
DOI: 10.9734/arjass/2024/v22i8561
DOI: 10.1007/978-3-319-05542-8_15-2
Schiffman, L. G., & Wisenblit, J. (2019). Consumer behavior (12th ed.). Pearson Education.
Song, H., & Witt, S. F. (2012). Tourism demand modelling and forecasting: Modern econometric approaches. Routledge.
DOI: 10.2307/1882010
Stark, R., & Glock, C. Y. (1965). Religion and society in tension.
DOI: 10.9734/sajsse/2019/v5i430151
Tirole, J. (1988). The theory of industrial organization. MIT Press.
DOI: 10.59141/jist.v5i11.1179
Varian, H. R. (2014). Intermediate microeconomics: A modern approach (9th ed.). W. W. Norton & Company.
Yunisva, H. (2023). Regulasi pariwisata halal di Indonesia: Analisis kebijakan daerah. Journal of Tourism Policy, 5(1), 45–62. https://doi.org/10.31219/osf.io/xxxx