Main Article Content
Abstract
This research examines the impact of AI technology on the quality of tourist experiences at cultural heritage sites, utilizing an integrated Technology-Organization-Environment (TOE) framework. Analyzing 200 UNESCO World Heritage Sites with 52,847 reviews (2020-2024) using Structural Equation Modeling, we found AI creates dual value pathways: conservation technology enhances heritage value (β=0.45, p<0.001), which strongly influences experience quality (β=0.51, p<0.001), while tourism technology strengthens immersive experiences (β=0.58, p<0.001), which also enhance quality (β=0.36, p<0.001). Both paths significantly improve tourist experience quality, with direct effects of β=0.21 (p<0.01) and β=0.34 (p<0.001) respectively. The integrated model explains 59% of experience quality variance (R²=0.59), superior to alternative specifications. Multi-group analysis reveals technology readiness significantly moderates direct effects (Δβ=0.24-0.25), with sophisticated visitors showing 2-3 times stronger responses, while heritage value appreciation remains universal across digital literacy levels. Findings demonstrate AI enhances rather than diminishes authenticity, with cognitive-emotional appreciation surpassing technological immersion in driving satisfaction.
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References
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References
D. Harisanty, K. L. B. Obille, N. E. V. Anna, E. Purwanti, and F. Retrialisca, "Cultural heritage preservation in the digital age, harnessing artificial intelligence for the future: a bibliometric analysis," Digital Library Perspectives, vol. 40, no. 4, pp. 609-630, 2024. https://doi.org/10.1108/DLP-01-2024-0018
Q. Zhu and X. Liu, "The application of artificial intelligence in the revitalization of intangible cultural heritage helps the cultural industry succeed," Journal of Computational Methods in Sciences and Engineering, p. 14727978251337999, 2025. https://doi.org/10.1177/14727978251337999
A. L. López Naranjo, M. I. Puente Riofrío, V. A. Carrasco Salazar, J. D. Erazo Rodríguez, and P. A. Buñay-Guisñan, "Artificial intelligence in the tourism business: a systematic review," Frontiers in Artificial Intelligence, vol. 8, p. 1599391, 2025. https://doi.org/10.3389/frai.2025.1599391
L. Florido-Benítez and B. del Alcázar Martínez, "How artificial intelligence (AI) is powering new tourism marketing and the future agenda for smart tourist destinations," Electronics, vol. 13, no. 21, p. 4151, 2024. https://doi.org/10.3390/electronics13214151
C. H. Hsu, G. Tan, and B. Stantic, "A fine-tuned tourism-specific generative AI concept," Annals of Tourism Research, vol. 104, p. 103723, 2024. https://doi.org/10.1016/j.annals.2023.103723
C. M. Hall and C. Cooper, "Making tourism smart in the age of artificial intelligence," vol. 28, ed: Taylor & Francis, 2025, pp. 1-5. https://doi.org/10.1080/13683500.2025.2460922
K. Li and D. Pimchangthong, "The impact of job substitution and job intensity on job performance in the process of enterprise digital transformation," Future Technology, vol. 4, no. 3, pp. 251-258, 2025. https://orcid.org/0009-0001-4676-8301
N. Laohaviraphap and T. Waroonkun, "Integrating Artificial Intelligence and the Internet of Things in Cultural Heritage Preservation: A Systematic Review of Risk Management and Environmental Monitoring Strategies," Buildings, vol. 14, no. 12, p. 3979, 2024. https://doi.org/10.3390/buildings14123979
M.-Á. García-Madurga and A.-J. Grilló-Méndez, "Artificial Intelligence in the tourism industry: An overview of reviews," Administrative Sciences, vol. 13, no. 8, p. 172, 2023. https://doi.org/10.3390/admsci13080172
J. Baker, "The technology–organization–environment framework," Information Systems Theory: Explaining and Predicting Our Digital Society, Vol. 1, pp. 231-245, 2011. https://doi.org/10.1007/978-1-4419-6108-2_12
S. Zandi, "Revival of the Silk Road using the applications of AR/VR and its role on cultural tourism," arXiv preprint arXiv:2304.10545, 2023. https://doi.org/10.48550/arXiv.2304.10545
J. F. Hair, M. Sarstedt, C. M. Ringle, and J. A. Mena, "An assessment of the use of partial least squares structural equation modeling in marketing research," Journal of the academy of marketing science, vol. 40, no. 3, pp. 414-433, 2012. https://doi.org/10.1007/s11747-011-0261-6
Y. Xing, Y. Xiao, and Y. Luo, "Integrating restoration and interactive exploration to enhance cultural heritage through VR storytelling," Scientific Reports, vol. 14, no. 1, p. 21194, 2024. https://doi.org/10.1038/s41598-024-72182-9
L. Jiang et al., "A bibliometric insight into immersive technologies for cultural heritage preservation," npj Heritage Science, vol. 13, no. 1, p. 126, 2025. https://doi.org/10.1038/s40494-025-01704-z
Y. Zhang and J. Hwang, "Dawn or dusk? Will virtual tourism begin to boom? An integrated model of AIDA, TAM, and UTAUT," Journal of Hospitality & Tourism Research, vol. 48, no. 6, pp. 991-1005, 2024. https://doi.org/10.1177/10963480231186656
J. F. Hair, A primer on partial least squares structural equation modeling (PLS-SEM). sage, 2014.
ISBN 9781483377445
J.-M. Becker, J.-H. Cheah, R. Gholamzade, C. M. Ringle, and M. Sarstedt, "PLS-SEM’s most wanted guidance," International Journal of Contemporary Hospitality Management, vol. 35, no. 1, pp. 321-346, 2023. https://doi.org/10.1108/IJCHM-04-2022-0474
J.-H. Cheah, S. Amaro, and J. L. Roldán, "Multigroup analysis of more than two groups in PLS-SEM: A review, illustration, and recommendations," Journal of Business Research, vol. 156, p. 113539, 2023. https://doi.org/10.1016/j.jbusres.2022.113539
M. S. Roodposhti and F. Esmaeelbeigi, "Viewpoints on AR and VR in heritage tourism," Digital Applications in Archaeology and Cultural Heritage, vol. 33, p. e00333, 2024. https://doi.org/10.1016/j.daach.2024.e00333
Y. El Archi and B. Benbba, "The applications of technology acceptance models in tourism and hospitality research: A systematic literature review," Journal of Environmental Management & Tourism, vol. 14, no. 2, pp. 379-391, 2023.