Exploring the Influence of Smart Tourism Technology and e-WOM on Tourist Citizenship Behavior in Urban Ecotourism
Abstract
Introduction: The rapid development of digital technology has significantly transformed the tourism industry, particularly through the implementation of smart tourism technology and the increasing influence of electronic word-of-mouth (e-WOM). These digital factors are considered important in shaping tourist behavior, including Tourist Citizenship Behavior (TCB), which reflects voluntary actions such as recommending destinations, helping other tourists, and providing feedback. This study aims to examine the influence of smart tourism technology and e-WOM on TCB in the context of the Mangrove Botanical Garden Surabaya.
Methods: This study employs a quantitative approach using a cross-sectional survey design. Data were collected through an online questionnaire from 382 respondents, determined using the Krejcie and Morgan sampling table. The sampling technique used was purposive sampling, targeting tourists who had visited the destination and were exposed to digital tourism platforms. Data were analyzed using multiple linear regression with SPSS, including validity, reliability, classical assumption, and hypothesis testing.
Results: The results show that smart tourism technology and e-WOM simultaneously have a positive and significant effect on Tourist Citizenship Behavior (F = 77.156; p < 0.05). Partially, smart tourism technology has a positive and significant effect on TCB (β = 0.607; p < 0.05), while e-WOM has a positive but not significant effect (β = 0.228; p > 0.05). The coefficient of determination (R²) indicates that 61.6% of TCB is explained by the independent variables. Smart tourism technology is identified as the most dominant factor influencing TCB.
Discussion: These findings highlight the critical role of smart tourism technology in enhancing tourist engagement and encouraging voluntary behaviors that support destination sustainability. While e-WOM contributes to shaping perceptions, its direct influence on behavioral outcomes is limited. The study emphasizes the importance of digital experience in fostering active tourist participation and provides insights for improving tourism management strategies in ecotourism destinations.
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References
Bimrah, K., Dasgupta, R., Hashimoto, S., Saizen, I., & Dhyani, S. (2022). Ecosystem Services of Mangroves: A Systematic Review and Synthesis of Contemporary Scientific Literature. In Sustainability (Vol. 14, Issue 19, p. 12051). https://doi.org/10.3390/su141912051
Filieri, R., McLeay, F., Tsui, B., & Lin, Z. (2018). Consumer perceptions of information helpfulness and determinants of purchase intention in online consumer reviews of services. Information & Management, 55(8), 956–970. https://doi.org/https://doi.org/10.1016/j.im.2018.04.010
Getzner, M., & Islam, M. S. (2020). Ecosystem Services of Mangrove Forests: Results of a Meta-Analysis of Economic Values. In International Journal of Environmental Research and Public Health (Vol. 17, Issue 16, p. 5830). https://doi.org/10.3390/ijerph17165830
Gretzel, U., Lee, H., Lee, E., Chung, N., & Koo, C. (2023). Enhanced Smart Tourism and its role in reshaping the Tourism industry. Journal of Smart Tourism, 3(4), 23–31.
Hailey Shin, H., Jeong, M., & Cho, M. H. (2021). The impact of smart tourism technology and domestic travelers’ technology readiness on their satisfaction and behavioral intention: A cross-country comparison. International Journal of Tourism Research, 23(5), 726–742. https://doi.org/10.1002/jtr.2437
Hair, J. F., Babin, B. J., Anderson, R. E., & Black, W. C. (2022). Multivariate Data Analysis. Cengage Learning. https://books.google.co.id/books?id=PONXEAAAQBAJ
Ismagilova, E., Slade, E. L., Rana, N. P., & Dwivedi, Y. K. (2020). The Effect of Electronic Word of Mouth Communications on Intention to Buy: A Meta-Analysis. Information Systems Frontiers, 22(5), 1203–1226. https://doi.org/10.1007/s10796-019-09924-y
Jeong, M., & Shin, H. H. (2020). Tourists’ experiences with smart tourism technology at smart destinations and their behavior intentions. Journal of Travel Research, 59(8), 1464–1477.
Krejcie, R. V, & Morgan, D. W. (1970). Sample size determination table. Educational and Psychological Measurement, 30(3), 607–610.
Pai, C.-K., Liu, Y., Kang, S., & Dai, A. (2020). The Role of Perceived Smart Tourism Technology Experience for Tourist Satisfaction, Happiness and Revisit Intention. In Sustainability (Vol. 12, Issue 16). https://doi.org/10.3390/su12166592
Pai, C., Liu, Y., Kang, S., & Dai, A. (2020). The role of perceived smart tourism technology experience for tourist satisfaction, happiness and revisit intention. Sustainability (Switzerland), 12(16). https://doi.org/10.3390/su12166592
Pourfakhimi, S., Duncan, T., & Coetzee, W. J. L. (2020). Electronic word of mouth in tourism and hospitality consumer behaviour: state of the art. Tourism Review, 75(4), 637–661. https://doi.org/https://doi.org/10.1108/TR-01-2019-0019
Rodriguez-Sanchez, C., Torres-Moraga, E., & Sancho-Esper, F. (2024). Environmental Sustainability At Destination Level: the Role of Tourist Citizenship Behavior. Advances in Hospitality and Tourism Research, 12(1), 1–32. https://doi.org/10.30519/ahtr.1292435
Samarakoon, P. N., & Mihindukulasooriya, N. (2018). Electronic word-of-mouth (eWOM) for destination promotion by tourists. In P. C., S. K., R. J.M.M., & S.-F. F. (Eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Vol. 11153 LNCS (pp. 251–259). Springer Verlag. https://doi.org/10.1007/978-3-030-03056-8_24
Shin, H. H., Jeong, M., & Cho, M.-H. (2021). The impact of smart tourism technology and domestic travelers’ technology readiness on their satisfaction and behavioral intention: A cross-country comparison. International Journal of Tourism Research, 23(5), 726–742. https://doi.org/10.1002/jtr.2437
Torres-Moraga, E., Rodriguez-Sanchez, C., & Sancho-Esper, F. (2021). Understanding tourist citizenship behavior at the destination level. Journal of Hospitality and Tourism Management, 49, 592–600.
Copyright (c) 2026 Galuh Ajeng Ayuningtiyas, Fedianty Augustinah, dian ferriswara, Priyanto, Amirul Mustofa

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