Integrating Digital Technologies for Sustainable Tourism: Quantitative Assessment of Tech-Enabled Organizational Practices
DOI:
https://doi.org/10.26877/asset.v8i2.2589Keywords:
IoT-enabled tourism systems, smart green culture, digital leadership, structural equation modeling, sustainability performance modelingAbstract
This study examines how digital transformation technologies drive sustainability performance in the tourism sector by integrating Internet of Things (IoT), artificial intelligence (AI), and big data analytics into organizational culture and leadership. A mixed dataset of 300 tourism enterprises in Asahan Regency, Indonesia, complemented by technical indicators such as energy consumption (kWh) and IoT penetration, was analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). The results show that Tech-Enabled Organizational Culture (TE-OC) (β = 0.487, p < 0.001) and Tech-Enabled Green Leadership (TE-GL) (β = 0.531, p < 0.001) significantly influence Smart Green Culture (SGC), which has the strongest effect on Technology-Supported Sustainable Tourism Performance (TS-STP) (β = 0.664, p < 0.001; R² = 0.651). While the direct effects of TE-OC and TE-GL on TS-STP are limited, their indirect effects through SGC are substantial, indicating that digitally enabled culture plays a key mediating role. The findings suggest that competitiveness in sustainable tourism depends not only on managerial orientation but also on measurable investments in digital technologies. Limitations include the cross-sectional design and reliance on self-reported data; future research should incorporate longitudinal sensor-based data and comparative analyses across destinations.
References
[1] S. Gössling, “Technology, ICT and tourism: from big data to the big picture,” J. Sustain. Tour., vol. 29, no. 5, pp. 849–858, May 2021, doi: https://doi.org/10.1080/09669582.2020.1865387.
[2] X. Tan, J. Abbas, K. Al-Sulaiti, L. Pilař, and S. A. R. Shah, “The Role of Digital Management and Smart Technologies for Sports Education in a Dynamic Environment: Employment, Green Growth, and Tourism,” J. Urban Technol., vol. 32, no. 1, pp. 133–164, Jan. 2025, doi: https://doi.org/10.1080/10630732.2024.2327269.
[3] M. Asif, L. Yang, and M. Hashim, “The Role of Digital Transformation, Corporate Culture, and Leadership in Enhancing Corporate Sustainable Performance in the Manufacturing Sector of China,” Sustainability, vol. 16, no. 7, p. 2651, Mar. 2024, doi: https://doi.org/10.3390/su16072651.
[4] H. T. Nguyen, A. T. T. Le, A. C. Phan, and T. D. L. Hoang, “A multi-perspective approach of international tourist satisfaction in tourism service: from big data perspective,” J. Asia Bus. Stud., vol. 17, no. 4, pp. 850–872, Jul. 2023, doi: https:/doi.org/10.1108/JABS-03-2022-0090.
[5] T. P. L. Nguyen, “Sustainability-oriented leadership, knowledge management processes and green innovation in service companies,” J. Knowl. Manag., Aug. 2025, doi: https://doi.org/10.1108/JKM-10-2024-1241.
[6] R. Pinhal, A. Estima, and P. Duarte, “Open Innovation in the Tourism Industry: A Systematic Review,” Tour. Hosp., vol. 6, no. 3, p. 124, Jun. 2025, doi: https://doi.org/10.3390/tourhosp6030124.
[7] M. K. Rahman, M. A. Hossain, A. Z. Piprani, and A. R. Abdullah, “Impact of tech-driven integration, flexibility, and ambidexterity on supply chain integration and performance in manufacturing firms: moderating role of uncertainty and agility,” Futur. Bus. J., vol. 11, no. 1, p. 72, Apr. 2025, doi: https://doi.org/10.1186/s43093-025-00488-9.
[8] T.-B. Luong, “Eco-destination image, place attachment, and behavioral intention: the moderating role of eco-travel motivation,” J. Ecotourism, vol. 23, no. 4, pp. 631–656, Oct. 2024, doi: https://doi.org/10.1080/14724049.2023.2286886.
[9] C.-K. Pai, H. Chen, I. K. W. Lai, and T. Li, “Assessing the quality of smart tourism technology: development and validation of a measurement scale,” J. Hosp. Tour. Technol., vol. 16, no. 4, pp. 645–664, Jun. 2025, doi: https://doi.org/10.1108/JHTT-01-2024-0013.
[10] Sujood, N. Bano, and S. Siddiqui, “Consumers’ intention towards the use of smart technologies in tourism and hospitality (T&H) industry: a deeper insight into the integration of TAM, TPB and trust,” J. Hosp. Tour. Insights, vol. 7, no. 3, pp. 1412–1434, Jun. 2024, doi: https://doi.org/10.1108/JHTI-06-2022-0267.
[11] R. Kumar, G. Dutta, and R. K. Phanden, “Digitalization Adoption Barriers in the Context of Sustainability and Operational Excellence: Implications for SMEs,” Eng. Manag. J., vol. 37, no. 4, pp. 355–371, Aug. 2025, doi: https://doi.org/10.1080/10429247.2024.2372519.
[12] E. Weyant, “Research Design: Qualitative, Quantitative, and Mixed Methods Approaches, 5th Edition,” J. Electron. Resour. Med. Libr., vol. 19, no. 1–2, pp. 54–55, Apr. 2022, doi: https://doi.org/10.1080/15424065.2022.2046231.
[13] J. F. Hair, G. T. M. Hult, C. M. Ringle, M. Sarstedt, N. P. Danks, and S. Ray, Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R. in Classroom Companion: Business. Cham: Springer International Publishing, 2021. doi: https://doi.org/10.1007/978-3-030-80519-7.
[14] J.-H. Cheah, F. Magno, and F. Cassia, “Reviewing the SmartPLS 4 software: the latest features and enhancements,” J. Mark. Anal., vol. 12, no. 1, pp. 97–107, Mar. 2024, doi: https://doi.org/10.1057/s41270-023-00266-y.
[15] M. Huseynli and U. Bub, “Enhancing learning in business development education through a method for engineering of digital innovation,” Cogent Educ., vol. 12, no. 1, Dec. 2025, doi: https://doi.org/10.1080/2331186X.2024.2444816.
[16] D. Vázquez‐Brust, C. J. C. Jabbour, J. A. Plaza‐Úbeda, M. Perez‐Valls, A. B. L. de Sousa Jabbour, and D. W. S. Renwick, “The role of green human resource management in the translation of greening pressures into environmental protection practices,” Bus. Strateg. Environ., vol. 32, no. 6, pp. 3628–3648, Sep. 2023, doi: https://doi.org/10.1002/bse.3319.
[17] K. Sun, X. Cao, and Z. Xing, “Can the Diffusion Modes of Green Technology Affect the Enterprise’s Technology Diffusion Network towards Sustainable Development of Hospitality and Tourism Industry in China?,” Sustainability, vol. 13, no. 16, p. 9266, Aug. 2021, doi: https://doi.org/10.3390/su13169266.
[18] M. A. I. Gazi et al., “AI Capability and Sustainable Performance: Unveiling the Mediating Effects of Organizational Creativity and Green Innovation with Knowledge Sharing Culture as a Moderator,” Sustainability, vol. 16, no. 17, p. 7466, Aug. 2024, doi: https://doi.org/10.3390/su16177466.
[19] N. Halpern and D. Mwesiumo, “Dissecting the Role of Sustainability in Shaping Visitors’ Perceived Value for Tourism Destinations,” J. Travel Res., Jul. 2025, doi: https://doi.org/10.1177/00472875251349234
[20] G. Vilagut, “Test-Retest Reliability,” in Encyclopedia of Quality of Life and Well-Being Research, Cham: Springer International Publishing, 2023, pp. 7180–7184. doi: https://doi.org/10.1007/978-3-031-17299-1_3001.
[21] W. W. Chin, “How to Write Up and Report PLS Analyses,” in Handbook of Partial Least Squares, Berlin, Heidelberg: Springer Berlin Heidelberg, 2010, pp. 655–690. doi: 10.1007/978-3-540-32827-8_29.
[22] Z. Zhen, Z. Yousaf, M. Radulescu, and M. Yasir, “Nexus of Digital Organizational Culture, Capabilities, Organizational Readiness, and Innovation: Investigation of SMEs Operating in the Digital Economy,” Sustainability, vol. 13, no. 2, p. 720, Jan. 2021, doi: https://doi.org/10.3390/su13020720
[23] J. Liebowitz, Digital Transformation and Society, vol. 07. in Digital Transformation: Accelerating Organizational Intelligence, vol. 07. WORLD SCIENTIFIC, 2024. doi: https://doi.org/10.1142/13899.
[24] A. Ciacci, E. Ivaldi, L. Penco, and G. Testa, “Measuring Digital Sustainability Paying Attention to the Economic, Social, and Environmental Dimensions: A European Perspective,” Soc. Indic. Res., vol. 177, no. 1, pp. 1–29, Mar. 2025, doi: https://doi.org/10.1007/s11205-024-03459-9
[25] Y. Wang and D. D. Wang, “The Dual Path of the Impact of Digital Technology Adoption on ESG Performance,” Sustainability, vol. 17, no. 6, p. 2341, Mar. 2025, doi: https://doi.org/10.3390/su17062341.
[26] A. Tiwari, A. Upadhyay, R. Kumar, and S. Kazancoglu, “Internet of Things (IoT)-Based Sustainable Energy Management at Tourism Destinations,” Energies, vol. 15, no. 7, p. 2433, Apr. 2022, doi: https://doi.org/10.3390/en15072433.
[27] Z. Zhang, “The Role of IoT in Sustainable Smart Ecotourism,” Heliyon, vol. 10, no. 8, p. e208027, Aug. 2024, doi: https://doi.org/10.1016/j.heliyon.2024.e208027.
[28] Y. Lu, “Data-Driven Sustainable Smart City Framework: Integrating IoT and Big Data for Green Tourism,” Sustainable Cities Soc., vol. 74, p. 103505, Nov. 2021, doi: https://doi.org/10.1016/j.scs.2021.103505.
[29] E. Karvounidi, A. Antoniadou, and P. Karydis, “Energy Efficiency in Hotel Operations: Smart Energy Management Systems,” Int. Res. J. Eng. Manag. Sci., vol. 3, no. 6, pp. 145–152, Jun. 2024.
[30] C. Okot, “An IoT Framework for Sustainable Development: Case of Emerging Economies,” J. Theor. Appl. Electron. Commerce Res., vol. 18, no. 4, pp. 1–18, Oct. 2023, doi: https://doi.org/10.4067/S0718-18762023000400003.
[31] M. Humayun, “Smart City Energy Optimization through IoT and AI,” Appl. Artif. Intell., vol. 36, no. 1, pp. 77–94, Jan. 2022, doi: https://doi.org/10.1080/08839514.2022.2037255.
[32] N. Rao, “IoT-Based Intelligent Energy Management System for Sustainable Hospitality,” Sustain. Energy Technol. Assessments, vol. 61, p. 102400, Jul. 2024, doi: https://doi.org/10.1016/j.seta.2024.102400.
[33] Reuters, “How Travel Is Getting Smart and More Sustainable with AI,” Reuters Sustainability, Jun. 2025. [Online]. Available: https://www.reuters.com/sustainability/land-use-biodiversity/how-travel-is-getting-smart-more-sustainable-with-ai-2025-06-04/
[34] Y. Zhang, H. Li, and J. Wang, “Smart Ecotourism: A Review of Emerging Digital and Green Technologies,” Sustainability, vol. 16, no. 9, p. 4711, May 2024, doi: https://doi.org/10.3390/su16094711.
[35] M. Goriup and K. Ratkajec, “Tourism 4.0: Technology as an Enabler of Sustainable Tourism Innovation,” Technol. Forecast. Soc. Change, vol. 197, p. 122424, Oct. 2024, doi: https://doi.org/10.1016/j.techfore.2023.122424
[36] P. Tripathy, R. Sahu, and A. Sharma, “iTour: IoT-Enabled Smart Tourism Application,” in Proc. Int. Conf. Smart Cities, Singapore, 2018, pp. 211–220, doi: https://doi.org/10.1007/978-981-13-1534-3_22.
[37] D. Watson, A. Boudreau, and B. Sears, “Energy Informatics: Leveraging ICT for Energy Efficiency,” Energy Policy, vol. 39, no. 2, pp. 546–558, Feb. 2011, doi: https://doi.org/10.1016/j.enpol.2010.10.028.
[38] J. López, F. Morales, and A. Pérez, “IoT-Enabled Energy Sustainability and Circular Systems,” arXiv preprint, Jun. 2023, doi: https://doi.org/10.48550/arXiv.2306.02444.
[39] F. Bazigu and P. Mwebaze, “IoT for Resource Optimization in Sustainable Manufacturing,” arXiv preprint, Feb. 2025, doi: https://doi.org/10.48550/arXiv.2502.03040.
[40] K. Shawn, J. Lee, and Y. Kim, “Energy Consumption Optimization in Smart Buildings with IoT,” arXiv preprint, Apr. 2019, doi: https://doi.org/10.48550/arXiv.1904.09821.
[41] A. Gretzel, W. Fuchs, and M. Baggio, “Smart Tourism: Foundations and Developments,” Ann. Tourism Res., vol. 92, p. 103327, Jan. 2022, doi: https://doi.org/10.1016/j.annals.2021.103327.
[42] A. Tiwari, “Sustainable Energy and IoT at Tourism Destinations: A Conceptual Overview,” J. Sustain. Tour. Dev., vol. 32, no. 4, pp. 311–325, Apr. 2024.
[43] EHL Insights, “Smart Hotel Technologies for Sustainability,” EHL Hospitality Insights, 2024. [Online]. Available: https://hospitalityinsights.ehl.edu/sustainable-technologies-smart-hotels
[44] T. Watson and J. Kranz, “Energy Informatics for Sustainable Smart Cities,” Sustain. Cities Soc., vol. 77, p. 103524, Dec. 2023, doi: https://doi.org/10.1016/j.scs.2021.103524.
[45] A. Smith, “Green Computing and Sustainable IT Practices,” J. Clean. Prod., vol. 412, p. 137552, Feb. 2025, doi: https://doi.org/10.1016/j.jclepro.2024.137552.
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