Visitor Spending Intensity: The Role of Digital Branding Experience and Perceived Risk in Ranupani Tourism Village
Main Article Content
Abstract
Although digital destination branding and tourist expenditure have received considerable scholarly attention, empirical research integrating digital brand experience, visiting decisions, and visitor spending intensity remains limited, particularly in community-based tourism destinations exposed to natural disaster risks. This study examines the relationship between digital brand experience and visitor spending intensity, with visiting decisions as a mediating variable and perceived disaster risk as a moderating variable, in Ranupani Tourism Village, Indonesia. A quantitative explanatory approach was employed, involving 210 tourists selected through purposive sampling. Data were collected using a five-point Likert-scale questionnaire and analyzed through partial least squares structural equation modeling (PLS-SEM) using SmartPLS. Digital brand experience was positively and significantly associated with visiting decisions (β = 0.313, p < .001), while its direct association with visitor spending intensity was not statistically significant (β = 0.084, p = .230). Visiting decisions were positively associated with visitor spending intensity (β = 0.600, p < .001) and significantly mediated the relationship between digital brand experience and spending intensity (indirect β = 0.187, p < .001). Perceived disaster risk also significantly moderated the relationship between digital brand experience and visiting decisions (interaction β = 0.094, p = .014). These findings support an indirect pathway linking digital brand experience to visitor spending intensity through visiting decisions and highlight the relevance of perceived disaster risk to destination choice. The study contributes to tourism marketing research by integrating digital branding, tourist spending behavior, and disaster risk within a single empirical framework. Tourism managers and policymakers should combine engaging digital destination branding with reliable safety information and local tourism products that encourage visitor spending. Future research should examine additional determinants of expenditure and assess these relationships across destinations with different tourism characteristics and risk contexts.

Citation Metrics:
Downloads
Citation Metrics & Similar Scopus Articles
-
Tantray T.L. (2027)Pathways to peace: understanding the role of grassroots movements in countering radicalization and promoting stability in Jammu and KashmirSecurity Journal, 40(1)
-
Ding S. (2027)Digital Renewal of University Education: Barriers, Opportunities, and Contributions to Sustainable Development Goals (SDGs)Asean Journal of Educational Research and Technology, 6(2), 229-240
-
Aguirre-Suárez T. (2027)A bibliometric and systematic analysis of artificial intelligence and the transition towards smart geotourismGlobal Journal of Environmental Science and Management, 13(1), 523-552
Article Details

Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
References
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
Barrera-Martínez, A. M., Santana-Talavera, A., & Parra-López, E. (2025). Destination competitiveness through the lens of tourist spending: A case study of the Canary Islands. Sustainability, 17(7), Article 3262. https://doi.org/10.3390/su17073262
Candrea, A.-N., Ivasciuc, I.-S., Ispas, A., Constantin, C.-P., & Nechita, F. (2025). From clicks to trips: Examining online destination brand experience in ecotourism decision making. Administrative Sciences, 15(6), Article 228. https://doi.org/10.3390/admsci15060228
Damayanti, N. P. R., Suprina, R., & Yasa, N. N. K. (2025). Destination brand experience and revisit intention: Evidence from tourism destinations. Journal of Destination Marketing & Management, 27, Article 100756.
Damiasih, D. (2024). Interrelation between tourism destination financial management and tourist experiences: Qualitative approach to literature. Atestasi: Jurnal Ilmiah Akuntansi, 7(2), 1214–1223. https://doi.org/10.57178/atestasi.v7i2.932
Dewi, N. K. V. K., Sudiksa, I. N., Kalpikawati, I. A., & Pinaria, N. W. C. (2023). Pengaruh Online Destination Brand Experience terhadap Minat Berkunjung Wisatawan dengan Online Destination Brand Credibility sebagai Variabel Mediasi di Kota Denpasar. Jurnal Kepariwisataan Indonesia: Jurnal Penelitian dan Pengembangan Kepariwisataan Indonesia, 17(1), 132–143. https://doi.org/10.47608/jki.v17i12023.132-143
Dewi, N. P. R., Yasa, N. N. K., & Rahyuda, I. K. (2023). Online destination brand experience and visit intention: The mediating role of destination brand credibility. Journal of Tourism Studies, 28(2), 115–128.
Disegna, M., & Osti, L. (2016). Tourists’ expenditure behaviour: The influence of satisfaction and the dependence of spending categories. Tourism Economics, 22(1), 5–30. https://doi.org/10.5367/te.2014.0410
Downward, P., & Lumsdon, L. (2003). Beyond the demand for day-visits: An analysis of visitor spending. Tourism Economics, 9(1), 67–76. https://doi.org/10.5367/000000003101298277
Gholipour, H. F., Tajaddini, R., & Foroughi, B. (2023). International tourists’ spending on traveling inside a destination: Does local happiness matter? Current Issues in Tourism, 26(12), 2027–2043. https://doi.org/10.1080/13683500.2022.2077178
Jiménez-Barreto, J., Rubio, N., Campo, S., & Molinillo, S. (2020). Linking destination brand experience and loyalty: The mediating role of destination brand love. Journal of Destination Marketing & Management, 16, Article 100413.
Khan, I., & Fatma, M. (2019). Connecting the dots between CSR and brand loyalty: The mediating role of brand experience and brand trust. International Journal of Business Excellence, 17(4), 439–455. https://doi.org/10.1504/IJBEX.2019.099123
Lyu, S. O., Li, M., & Law, R. (2024). Perceived risks and risk coping strategies in international travel. Journal of Travel Research, 63(1), 3–18.
Maulidina, M., Siregar, O. M., Wulandari, S. E., & Putri, H. Y. (2026). Digital transformation and destination branding as drivers of destination brand experience: Evidence from Medan City, Indonesia. Jesya, 9(2), 1855–1867. https://doi.org/10.36778/jesya.v9i2.2912
Mayer, M., & Vogt, L. (2016). Economic effects of tourism and its influencing factors: An overview focusing on the spending determinants of visitors. Zeitschrift für Tourismuswissenschaft, 8(2), 169–198.
Pai, W.-T., Phan, K.-T., Pham, C.-V., Lee, J.-M., & Hsieh, C.-J. (2024). Analyzing tourist expenditures incurred on long-, medium-, and short-haul trips to Taiwan. Annals of Tourism Research Empirical Insights, 5(2), Article 100138. https://doi.org/10.1016/j.annale.2024.100138
Phan, K.-T., Chen, S.-H., Lee, J.-M., & Pham, C.-V. (2024). Expenditure decisions of international tourists to Taiwan: Application of the Heckman two-stage approach. Cogent Social Sciences, 10(1), Article 2318870. https://doi.org/10.1080/23311886.2024.2318870
Pulido-Fernández, J. I., Cárdenas-García, P. J., & Carrillo-Hidalgo, I. (2017). Explaining tourism expenditure based on trip characteristics in emerging urban-cultural destinations. Tourism Review, 72(1), 68–86. https://doi.org/10.1108/TR-09-2016-0040
Rindrasih, E. (2018). Tourists’ perceived risk and image of destinations prone to natural disasters: The case of Bali and Yogyakarta, Indonesia. Humaniora, 30(2), 192–203. https://doi.org/10.22146/jh.32239
Schweiggart, N., Shah, A. M., Qayyum, A., & Jamil, R. A. (2025). Navigating negative experiences: How do they influence tourists’ psychological and behavioral responses to tourism service failures on social media. Asia Pacific Journal of Tourism Research, 30(6), 786–808. https://doi.org/10.1080/10941665.2025.2471492
Slovic, P. (1987). Perception of risk. Science, 236(4799), 280–285. https://doi.org/10.1126/science.3563507
Wei, W., Kim, S., & Lee, H. (2024). Destination image, perceived risk, and revisit intention: Evidence from disaster-prone destinations. Tourism Management, 95, Article 104691.



