An Integrated Technology-Adoption Framework for Understanding Self-Service Kiosk Utilization and Customer Satisfaction in Hotels

Authors

Sitinor Wardatulaina Mohd Yusof

Fakulti Pengurusan Teknologi dan Teknousahawanan, Centre of Technopreneurship Development (CTeD), Universiti Teknikal Malaysia Melaka (UTeM), 75450 Ayer Keroh, Melaka (Malaysia)

Haslinda Musa

Fakulti Pengurusan Teknologi dan Teknousahawanan, Centre of Technopreneurship Development (CTeD), Universiti Teknikal Malaysia Melaka (UTeM), 75450 Ayer Keroh, Melaka (Malaysia)

Nurulizwa Rashid

Fakulti Pengurusan Teknologi dan Teknousahawanan, Centre of Technopreneurship Development (CTeD), Universiti Teknikal Malaysia Melaka (UTeM), 75450 Ayer Keroh, Melaka (Malaysia)

Mohd Nor Abd Muhaimin Mohd Yusof

Fakulti Pengurusan Teknologi dan Teknousahawanan, Centre of Technopreneurship Development (CTeD), Universiti Teknikal Malaysia Melaka (UTeM), 75450 Ayer Keroh, Melaka (Malaysia)

Geogina Caryn Anak Jimmy

Fakulti Pengurusan Teknologi dan Teknousahawanan, Centre of Technopreneurship Development (CTeD), Universiti Teknikal Malaysia Melaka (UTeM), 75450 Ayer Keroh, Melaka (Malaysia)

Article Information

DOI: 10.47772/IJRISS.2025.92800024

Subject Category: Technology

Volume/Issue: 9/28 | Page No: 245-258

Publication Timeline

Submitted: 2025-11-14

Accepted: 2025-11-20

Published: 2025-12-18

Abstract

The rapid digitalization of the hospitality industry has accelerated the adoption of Self-Service Technologies (SSTs), particularly self-service kiosks, to enhance operational efficiency and improve customer experience. While SSTs are widely implemented in airlines, retail, and banking, the effect of hotel self-service kiosks on guest satisfaction—especially within Southeast Asia—remains underexplored. Malaysia’s hotel sector is experiencing increased technological investment, yet limited empirical evidence explains how kiosks influence satisfaction in real hotel settings. This study aims to evaluate how ease of use, technology readiness, and speed of delivery influence customer satisfaction with self-service kiosks in Malaysian hotels. The paper expands existing empirical findings and develops a Q1-standard contribution by integrating technology readiness and expectation–disconfirmation with established SST and TAM constructs. A quantitative explanatory design was employed using data from 384 hotel guests who used self-service kiosks during their stay. The questionnaire included validated measures for ease of use (TAM), technology readiness (TRI 2.0), and expectations (expectation–disconfirmation). Data were analyzed using SPSS 29, including descriptive statistics, reliability testing (Cronbach’s alpha), Pearson correlation, and multiple linear regression. Figures and tables referenced from the demographic distributions, reliability results, and regression output are incorporated to support the analysis. The study contributes to the limited body of research addressing SST adoption in Asian hospitality contexts by integrating three key determinants into a unified empirical framework. It expands prior research on SST by demonstrating that expectation–disconfirmation is a stronger predictor of customer satisfaction than ease of use or technology readiness—an insight relevant for Q1 hospitality journals. All three predictors significantly influenced customer satisfaction (Adjusted R² = 0.65). Speed of delivery had the most significant effect (β = 0.354), followed by ease of use (β = 0.202) and technology readiness (β = 0.149). The results validate TAM constructs while highlighting the heightened role of expectation–performance alignment. Self-service kiosks enhance customer satisfaction when they are intuitive, aligned with guests’ technological comfort levels, and meet or exceed expectations. Hotels should improve user-interface design, communicate kiosk benefits, and offer hybrid support for low-readiness guests.

Keywords

Self-service kiosks; Customer satisfaction; Hospitality technology

Downloads

References

1. Al‐Ansi, A., & Han, H. (2022). Role of technology innovation in enhancing hotel guest experiences: A post-COVID-19 review. Journal of Hospitality and Tourism Management, 51, 291–300. https://doi.org/10.1016/j.jhtm.2022.04.011 [Google Scholar] [Crossref]

2. Alrawadieh, Z. (2023). Service robots and self-service in hotels: Impacts on customer satisfaction and behavioural intentions. Tourism Management, 94, 104644. https://doi.org/10.1016/j.tourman.2022.104644 [Google Scholar] [Crossref]

3. Ayof, M. N., Mohd Yusof, S.W., Mohd Yusof, M. N.A. M., & Ortega, R.T. (2025). The Role of Digital Transformation in Shaping Customer Satisfaction in Retailing. International Journal of Research and Innovation in Social Science, 9(9), 9021-9030. https://dx.doi.org/10.47772/IJRISS.2025.909000742 [Google Scholar] [Crossref]

4. Belarmino, A., & Koh, Y. (2023). Guest acceptance of digital service technologies in hotels: A post-pandemic perspective. International Journal of Hospitality Management, 112, 103406. https://doi.org/10.1016/j.ijhm.2023.103406 [Google Scholar] [Crossref]

5. Beldona, S., & Kher, H. (2022). Digital self-service and perceived value among hotel guests. Journal of Hospitality Marketing & Management, 31(7), 783–803. https://doi.org/10.1080/19368623.2022.2026789 [Google Scholar] [Crossref]

6. Belhadi, A., et al. (2023). Smart hotel technologies and operational performance. International Journal of Contemporary Hospitality Management, 35(4), 1412–1430. https://doi.org/10.1108/IJCHM-06-2022-0748 [Google Scholar] [Crossref]

7. Bong, S., & Choi, M. (2024). The role of trust and perceived risk in hotel technology adoption. Information Technology & Tourism, 26, 87–110. https://doi.org/10.1007/s40558-023-00263-1 [Google Scholar] [Crossref]

8. Chan, S., & Wan, L. C. (2022). Exploring customer satisfaction predictors in automated hotel environments. Journal of Hospitality and Tourism Technology, 13(4), 679–695. https://doi.org/10.1108/JHTT-02-2022-0054 [Google Scholar] [Crossref]

9. Cheng, M., & Jiang, S. (2022). Human–machine interaction quality in hospitality self-service technologies. International Journal of Hospitality Management, 108, 103355. https://doi.org/10.1016/j.ijhm.2022.103355 [Google Scholar] [Crossref]

10. Choi, J., Lee, H., & Kim, J. (2024). Expectation–disconfirmation effects in hotel self-service technologies: A moderated model. Tourism Management, 100, 104880. https://doi.org/10.1016/j.tourman.2024.104880 [Google Scholar] [Crossref]

11. Choi, Y., & Hwang, J. (2023). Guests’ emotional responses to hotel service automation. Journal of Travel & Tourism Marketing, 40(5), 535–552. https://doi.org/10.1080/10548408.2023.2219932 [Google Scholar] [Crossref]

12. Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319–340. https://doi.org/10.2307/249008 [Google Scholar] [Crossref]

13. Featherman, M., & Hajli, N. (2021). Perceived security, privacy, and SST satisfaction: An extended EDT perspective. Journal of Retailing and Consumer Services, 61, 102558. https://doi.org/10.1016/j.jretconser.2021.102558 [Google Scholar] [Crossref]

14. Fu, H., Xia, L., & Zhang, X. (2022). The role of usability in predicting customer satisfaction with contactless hotel technologies. International Journal of Contemporary Hospitality Management, 34(8), 3005–3023. https://doi.org/10.1108/IJCHM-11-2021-1421 [Google Scholar] [Crossref]

15. Goh, E., & Wen, J. (2024). Consumer readiness for self-service and robotic technologies in hospitality. Journal of Hospitality & Tourism Research, 48(1), 35–52. https://doi.org/10.1177/10963480231157305 [Google Scholar] [Crossref]

16. Gursoy, D., Chi, C., & Lu, L. (2022). Robots, artificial intelligence, and service automation in hospitality. Tourism Management, 92, 104533. https://doi.org/10.1016/j.tourman.2022.104533 [Google Scholar] [Crossref]

17. Hao, F., & Chon, K. (2023). Managing the speed of delivery in automated hotel environments. Journal of Hospitality & Tourism Research, 47(6), 1201–1220. https://doi.org/10.1177/10963480221128960 [Google Scholar] [Crossref]

18. He, Y., Li, M., & Law, R. (2023). Satisfaction with service automation in hotels: The role of performance and emotional experience. International Journal of Hospitality Management, 109, 103361. https://doi.org/10.1016/j.ijhm.2023.103361 [Google Scholar] [Crossref]

19. Hwang, J., & Lee, J. (2021). Understanding hotel guests’ technology readiness and adoption of smart services. Journal of Travel & Tourism Marketing, 38(3), 271–286. https://doi.org/10.1080/10548408.2021.1897198 [Google Scholar] [Crossref]

20. Jin, L., & Line, N. (2024). Examining the moderating effect of technology readiness on self-service technology adoption in hospitality. Cornell Hospitality Quarterly, 65(2), 150–166. https://doi.org/10.1177/19389655231188920 [Google Scholar] [Crossref]

21. Kiatkawsin, K., & Sutherland, I. (2022). Technology readiness and post-adoption behaviour of hotel SST users. Journal of Hospitality and Tourism Technology, 13(2), 274–292. https://doi.org/10.1108/JHTT-10-2021-0284 [Google Scholar] [Crossref]

22. Kuo, C., & Chuang, Y. (2023). Balancing automation and human touch in hotels: Implications for customer satisfaction. Journal of Service Management, 34(2), 199–217. https://doi.org/10.1108/JOSM-06-2022-0200 [Google Scholar] [Crossref]

23. Law, R., Chan, E. S., & Li, M. (2024). User interface design and satisfaction with hotel technology systems. Journal of Hospitality and Tourism Technology, 15(1), 45–61. https://doi.org/10.1108/JHTT-06-2023-0187 [Google Scholar] [Crossref]

24. Lee, W., & Kim, H. (2021). Satisfaction with self-service hotel kiosks: A cross-cultural examination. Service Industries Journal, 41(19–20), 1330–1349. https://doi.org/10.1080/02642069.2021.1905117 [Google Scholar] [Crossref]

25. Li, X., Wang, Y., & Lee, C. (2021). Technological innovation and guest experience in hospitality. Current Issues in Tourism, 24(18), 2554–2569. https://doi.org/10.1080/13683500.2020.1796832 [Google Scholar] [Crossref]

26. Lin, M., Chen, Z., & Liu, S. (2024). Technology-enabled self-service in tourism: Measuring efficiency and satisfaction. Tourism Management, 98, 104743. https://doi.org/10.1016/j.tourman.2023.104743 [Google Scholar] [Crossref]

27. Manes, E., & Tchetchik, A. (2023). Post-pandemic consumer preferences for automated hotel services. Current Issues in Tourism, 26(14), 2349–2368. https://doi.org/10.1080/13683500.2022.2060112 [Google Scholar] [Crossref]

28. Mariani, M., Borghi, M., & Okumus, F. (2023). Service automation and customer experience in hospitality: A systematic review. International Journal of Hospitality Management, 107, 103351. https://doi.org/10.1016/j.ijhm.2022.103351 [Google Scholar] [Crossref]

29. Meesala, A., & Paul, J. (2022). Service quality, satisfaction, and behavioural intention in hospitality. Journal of Retailing and Consumer Services, 66, 102904. https://doi.org/10.1016/j.jretconser.2022.102904 [Google Scholar] [Crossref]

30. Oliver, R. L. (1980). A cognitive model of satisfaction decisions. Journal of Marketing Research, 17(4), 460–469. https://doi.org/10.1177/002224378001700405 [Google Scholar] [Crossref]

31. Parasuraman, A., & Colby, C. L. (2015). An updated and expanded technology readiness index. Journal of Service Research, 18(1), 59–74. https://doi.org/10.1177/1094670514539730 [Google Scholar] [Crossref]

32. Park, S., & Zhang, Y. (2022). Determinants of guest satisfaction in automated hotel settings: A technology readiness-based approach. International Journal of Hospitality Management, 102, 103172. https://doi.org/10.1016/j.ijhm.2022.103172 [Google Scholar] [Crossref]

33. Prentice, C., Nguyen, M., & King, B. (2022). Technology-enabled customer experience in hotels: The mediating role of perceived control. Tourism Management Perspectives, 41, 100949. https://doi.org/10.1016/j.tmp.2021.100949 [Google Scholar] [Crossref]

34. Rahman, M., Aziz, F., & Said, J. (2022). Digital transformation in Malaysian hospitality: Drivers and guest perceptions. Asia Pacific Journal of Tourism Research, 27(6), 745–761. https://doi.org/10.1080/10941665.2022.2056824 [Google Scholar] [Crossref]

35. Shin, H., & Jeong, M. (2023). Guest satisfaction with hotel kiosks: Investigating perceived control and emotional outcomes. International Journal of Hospitality Management, 109, 103377. https://doi.org/10.1016/j.ijhm.2023.103377 [Google Scholar] [Crossref]

36. Shin, H., & Perdue, R. (2022). Impact of contactless service technologies on guest satisfaction during COVID-19. Tourism Management, 89, 104428. https://doi.org/10.1016/j.tourman.2021.104428 [Google Scholar] [Crossref]

37. Teng, Z., Lim, A., & Wong, M. (2023). Self-service kiosks in ASEAN hotels: Adoption barriers and opportunities. Journal of Hospitality and Tourism Technology, 14(2), 389–408. https://doi.org/10.1108/JHTT-08-2022-0154 [Google Scholar] [Crossref]

38. Tung, V., & Au, N. (2024). Artificial intelligence and service design in hospitality: Implications for SST enhancement. Tourism Management, 101, 104910. https://doi.org/10.1016/j.tourman.2024.104910 [Google Scholar] [Crossref]

39. Wang, H., & Chen, S. (2023). Digital transformation and service innovation in hotels: A review and research agenda. International Journal of Contemporary Hospitality Management, 35(6), 2317–2339. https://doi.org/10.1108/IJCHM-05-2022-0562 [Google Scholar] [Crossref]

40. Wang, K., & Leung, D. (2021). Expectation–disconfirmation and satisfaction with hotel SSTs: A structural equation model. Journal of Hospitality & Tourism Research, 45(6), 1228–1247. https://doi.org/10.1177/1096348020947775 [Google Scholar] [Crossref]

41. Wen, J., Kozak, M., Yang, S., & Liu, F. (2022). The future of service robots and SSTs in hospitality. Tourism Management Perspectives, 41, 100953. https://doi.org/10.1016/j.tmp.2021.100953 [Google Scholar] [Crossref]

42. Xu, X., Liu, W., & Gursoy, D. (2023). Influence of perceived enjoyment on SST satisfaction in hospitality. Journal of Hospitality Marketing & Management, 32(2), 160–180. https://doi.org/10.1080/19368623.2022.2095058 [Google Scholar] [Crossref]

43. Yang, S., Kim, H., & Lee, Y. (2023). Predicting satisfaction and continued use of hotel SSTs: A TAM–TRI perspective. Journal of Travel Research, 62(8), 1752–1767. [Google Scholar] [Crossref]

44. https://doi.org/10.1177/00472875221102356 [Google Scholar] [Crossref]

45. Yang, X., & Hsu, C. (2024). Digitalisation in hotels: Mapping the evolution of service automation. International Journal of Contemporary Hospitality Management, 36(2), 503–526. https://doi.org/10.1108/IJCHM-11-2022-1403 [Google Scholar] [Crossref]

46. Yang, Y., & Wong, I. (2024). Service expectations and satisfaction with hotel automation technologies. Journal of Travel Research, 63(4), 812–829. https://doi.org/10.1177/00472875231211102 [Google Scholar] [Crossref]

47. Yim, B., & Park, S. (2022). Customer readiness and SST-enabled service quality in tourism. Tourism Economics, 28(5), 1227–1248. https://doi.org/10.1177/13548166211052571 [Google Scholar] [Crossref]

48. Yusof, S. W., Jabar, J., Murad, M. A., & Ortega, R. T. (2017). Exploring the cultural determinants of entrepreneurial success: The case of Malaysia. International Journal of Advanced and Applied Sciences, 12(4), 287-297. https://doi.org/10.21827/ijans.v12i4.2030 37 [Google Scholar] [Crossref]

49. Yusof, W. S., Rashid, N., Shaharin, N., & Xuan, L. K. (2024). The impact of information technology towards logistics performance. International Journal of Academic Research in Economics & Management Sciences, 13(3), 488-503. https://doi.org/10.6007/IJAREMS/v13-i3/22424 [Google Scholar] [Crossref]

50. Zhang, G., & Lu, L. (2024). Emotions in automated hospitality service encounters: A behavioural model. Annals of Tourism Research, 104, 103559. https://doi.org/10.1016/j.annals.2024.103559 [Google Scholar] [Crossref]

51. Zhang, L., Li, J., & Xie, K. (2023). Smart hotel technologies and customer experience: Mediation of perceived value. International Journal of Hospitality Management, 110, 103388. https://doi.org/10.1016/j.ijhm.2023.103388 [Google Scholar] [Crossref]

52. Zhou, Z., & Chen, H. (2021). SST satisfaction and loyalty formation: A hospitality perspective. International Journal of Hospitality Management, 95, 102945. https://doi.org/10.1016/j.ijhm.2021.102945 [Google Scholar] [Crossref]

53. Zhu, H., & Li, M. (2022). Smart hotel technologies and customer experience: Moderating role of user traits. International Journal of Hospitality Management, 107, 103288. https://doi.org/10.1016/j.ijhm.2022.103288 [Google Scholar] [Crossref]

54. Zopiatis, A., Savva, C. S., & Lambertides, N. (2023). Tourism digitalisation and the evolving role of SSTs in service encounters. Tourism Management Perspectives, 45, 101067. https://doi.org/10.1016/j.tmp.2022.101067 [Google Scholar] [Crossref]

Metrics

Views & Downloads

Similar Articles