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References
- Alkandi, I. (2022). Technological, organizational, and environmental factors influencing the adopting of cloud computing: A quantitative study. Business Management. https://doi.org/10.3846/bm.2022.692
- Almaiah, M. A., Al-Khasawneh, A., & Althunibat, A. (2020). Exploring the critical challenges and factors influencing the E-learning system usage during COVID-19 pandemic. Education and Information Technologies, 25(6), 5261–5280. https://doi.org/10.1007/s10639-020-10213-y
- Brady, M., & O'Reilly, N. (2020). Learning management systems and their impact on academic work. Technology, Pedagogy and Education, 29(3), 251–268. https://doi.org/10.1080/1475939X.2020.1743746
- Creswell, J. W., & Creswell, J. D. (2018). Research design: Qualitative, quantitative, and mixed methods approaches (5th ed.). SAGE Publications.
- De Vries, H., Bekkers, V., & Tummers, L. (2016). Innovation in the public sector: A systematic review and future research agenda. Public Administration, 94(1), 146–166. https://doi.org/10.1111/padm.12209
- Dlamini, B., & Schutte, D. P. (2025). Determinants of Fourth Industrial Revolution technology adoption in Zimbabwean state universities: A Technology-Organization-Environment framework analysis. International Journal of Economics and Financial Issues, 15(6), 835–841. https://doi.org/10.32479/ijefi.21750
- Dunleavy, M., & Dede, C. (2014). Augmented reality teaching and learning. In Handbook of Research on Educational Communications and Technology (4th ed.). https://doi.org/10.1007/978-1-4614-3185-5_59
- Gil-Garcia, J. R., Dawes, S. S., & Pardo, T. A. (2020). Digital government and public management research: Finding the crossroads. Public Management Review, 20(5), 633–646. https://doi.org/10.1080/14719037.2017.1327181
- Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203
- Herniawati, A., Holifah, L., & Syakur, A. (2025). Effectiveness of learning management system (LMS) use in higher education. International Journal Corner of Educational Research, 4(1), 20–29. https://doi.org/10.54012/ijcer.v4i1.625
- Kayyali, M. (2025). Foundations of digital governance in education. In Digital Policy and Regulation in Educational Governance (pp. 1–28). IGI Global. https://doi.org/10.4018/979-8-3373-2853-9.ch001
- Kharchenko, A., Nalyvaiko, O., Kreydun, N., Sheiko, A., Ptushka, A., Khatuntseva, S., & Zotova, L. (2024). Digital technologies as a factor of transformation of learning in university education. Revista Romaneasca Pentru Educatie Multidimensionala, 16(4), 97–126. https://doi.org/10.18662/rrem/16.4/909
- Kuppusamy, R., Amir, M., Yu, C. L., Din, R., & Othman, N. (2023). A critical review of learning management systems: Identifying students' readiness towards it. International Journal of Academic Research in Business and Social Sciences, 13(12). https://doi.org/10.6007/IJARBSS/v13-i12/20284
- Lee, A. T., Ramasamy, R. K., & Subbarao, A. (2025). Understanding psychosocial barriers to healthcare technology adoption: A review of TAM and UTAUT frameworks. Preprints. https://doi.org/10.20944/preprints202501.0074.v1
- Marzuki, A. G. (2025). Transforming traditional pedagogy: The role of learning management systems in English language instruction in Indonesia. Preprints. https://doi.org/10.20944/preprints202508.0429.v1
- Mtebe, J. S., & Raisamo, R. (2020). Challenges and instructors' intention to adopt and use open educational resources in higher education in Tanzania. International Review of Research in Open and Distributed Learning, 21(1), 1–22. https://doi.org/10.19173/irrodl.v21i1.3657
- Nguyen, T. T., Nguyen, T. D., & Nguyen, V. T. (2022). Factors affecting LMS adoption in Vietnamese higher education during COVID-19: An institutional perspective. International Journal of Emerging Technologies in Learning, 17(12), 4–21. https://doi.org/10.3991/ijet.v17i12.29959
- Osborne, S. P. (2018). From public service-dominant logic to public service logic: Are public service organizations capable of co-production and value co-creation? Public Management Review, 20(2), 225–231. https://doi.org/10.1080/14719037.2017.1350461
- Osborne, S. P., Nasi, G., & Powell, M. (2022). Beyond co-production: Value creation and public services. Public Administration, 100(4), 941–955. https://doi.org/10.1111/padm.12780
- Plano Clark, V. L. (2019). Meaningful integration within mixed methods studies: Identifying why, what, when, and how. Contemporary Educational Psychology, 57, 106–111. https://doi.org/10.1016/j.cedpsych.2019.01.007
- Qolamani, K. I. B., & Mohammed, M. M. (2023). The digital revolution in higher education: Transforming teaching and learning. QALAMUNA: Jurnal Pendidikan, Sosial, Dan Agama, 15(2), 837–846. https://doi.org/10.37680/qalamuna.v15i2.3905
- Ringle, C. M., Sarstedt, M., Mitchell, R., & Gudergan, S. P. (2020). Partial least squares structural equation modeling in HRM research. International Journal of Human Resource Management, 31(12), 1617–1643. https://doi.org/10.1080/09585192.2017.1416655
- Ringle, C. M., Wende, S., & Becker, J. M. (2022). SmartPLS 4. SmartPLS GmbH. https://www.smartpls.com
- Rosita, T., & Fatmasari, R. (2023). Acceptance of distance learning technology in technology-based learning management. Al-Tanzim: Jurnal Manajemen Pendidikan Islam, 7(4), 1191–1201. https://doi.org/10.33650/al-tanzim.v7i4.5945
- Sarstedt, M., Ringle, C. M., & Hair, J. F. (2021). Partial least squares structural equation modeling. In C. Homburg, M. Klarmann, & A. Vomberg (Eds.), Handbook of Market Research (pp. 587–632). Springer. https://doi.org/10.1007/978-3-319-57413-4_15
- Shang, B. (2025). AI empowerment: Digital transformation of graduate education governance. Journal of Computing and Electronic Information Management, 18(3), 5–10. https://doi.org/10.54097/yq1swa37
- Tondeur, J., Scherer, R., Siddiq, F., & Baran, E. (2019). Developing a comprehensive understanding of ICT integration in education: An empirical analysis of eight dimensions. Australasian Journal of Educational Technology, 35(4), 1–15. https://doi.org/10.14742/ajet.4052
References
Alkandi, I. (2022). Technological, organizational, and environmental factors influencing the adopting of cloud computing: A quantitative study. Business Management. https://doi.org/10.3846/bm.2022.692
Almaiah, M. A., Al-Khasawneh, A., & Althunibat, A. (2020). Exploring the critical challenges and factors influencing the E-learning system usage during COVID-19 pandemic. Education and Information Technologies, 25(6), 5261–5280. https://doi.org/10.1007/s10639-020-10213-y
Brady, M., & O'Reilly, N. (2020). Learning management systems and their impact on academic work. Technology, Pedagogy and Education, 29(3), 251–268. https://doi.org/10.1080/1475939X.2020.1743746
Creswell, J. W., & Creswell, J. D. (2018). Research design: Qualitative, quantitative, and mixed methods approaches (5th ed.). SAGE Publications.
De Vries, H., Bekkers, V., & Tummers, L. (2016). Innovation in the public sector: A systematic review and future research agenda. Public Administration, 94(1), 146–166. https://doi.org/10.1111/padm.12209
Dlamini, B., & Schutte, D. P. (2025). Determinants of Fourth Industrial Revolution technology adoption in Zimbabwean state universities: A Technology-Organization-Environment framework analysis. International Journal of Economics and Financial Issues, 15(6), 835–841. https://doi.org/10.32479/ijefi.21750
Dunleavy, M., & Dede, C. (2014). Augmented reality teaching and learning. In Handbook of Research on Educational Communications and Technology (4th ed.). https://doi.org/10.1007/978-1-4614-3185-5_59
Gil-Garcia, J. R., Dawes, S. S., & Pardo, T. A. (2020). Digital government and public management research: Finding the crossroads. Public Management Review, 20(5), 633–646. https://doi.org/10.1080/14719037.2017.1327181
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203
Herniawati, A., Holifah, L., & Syakur, A. (2025). Effectiveness of learning management system (LMS) use in higher education. International Journal Corner of Educational Research, 4(1), 20–29. https://doi.org/10.54012/ijcer.v4i1.625
Kayyali, M. (2025). Foundations of digital governance in education. In Digital Policy and Regulation in Educational Governance (pp. 1–28). IGI Global. https://doi.org/10.4018/979-8-3373-2853-9.ch001
Kharchenko, A., Nalyvaiko, O., Kreydun, N., Sheiko, A., Ptushka, A., Khatuntseva, S., & Zotova, L. (2024). Digital technologies as a factor of transformation of learning in university education. Revista Romaneasca Pentru Educatie Multidimensionala, 16(4), 97–126. https://doi.org/10.18662/rrem/16.4/909
Kuppusamy, R., Amir, M., Yu, C. L., Din, R., & Othman, N. (2023). A critical review of learning management systems: Identifying students' readiness towards it. International Journal of Academic Research in Business and Social Sciences, 13(12). https://doi.org/10.6007/IJARBSS/v13-i12/20284
Lee, A. T., Ramasamy, R. K., & Subbarao, A. (2025). Understanding psychosocial barriers to healthcare technology adoption: A review of TAM and UTAUT frameworks. Preprints. https://doi.org/10.20944/preprints202501.0074.v1
Marzuki, A. G. (2025). Transforming traditional pedagogy: The role of learning management systems in English language instruction in Indonesia. Preprints. https://doi.org/10.20944/preprints202508.0429.v1
Mtebe, J. S., & Raisamo, R. (2020). Challenges and instructors' intention to adopt and use open educational resources in higher education in Tanzania. International Review of Research in Open and Distributed Learning, 21(1), 1–22. https://doi.org/10.19173/irrodl.v21i1.3657
Nguyen, T. T., Nguyen, T. D., & Nguyen, V. T. (2022). Factors affecting LMS adoption in Vietnamese higher education during COVID-19: An institutional perspective. International Journal of Emerging Technologies in Learning, 17(12), 4–21. https://doi.org/10.3991/ijet.v17i12.29959
Osborne, S. P. (2018). From public service-dominant logic to public service logic: Are public service organizations capable of co-production and value co-creation? Public Management Review, 20(2), 225–231. https://doi.org/10.1080/14719037.2017.1350461
Osborne, S. P., Nasi, G., & Powell, M. (2022). Beyond co-production: Value creation and public services. Public Administration, 100(4), 941–955. https://doi.org/10.1111/padm.12780
Plano Clark, V. L. (2019). Meaningful integration within mixed methods studies: Identifying why, what, when, and how. Contemporary Educational Psychology, 57, 106–111. https://doi.org/10.1016/j.cedpsych.2019.01.007
Qolamani, K. I. B., & Mohammed, M. M. (2023). The digital revolution in higher education: Transforming teaching and learning. QALAMUNA: Jurnal Pendidikan, Sosial, Dan Agama, 15(2), 837–846. https://doi.org/10.37680/qalamuna.v15i2.3905
Ringle, C. M., Sarstedt, M., Mitchell, R., & Gudergan, S. P. (2020). Partial least squares structural equation modeling in HRM research. International Journal of Human Resource Management, 31(12), 1617–1643. https://doi.org/10.1080/09585192.2017.1416655
Ringle, C. M., Wende, S., & Becker, J. M. (2022). SmartPLS 4. SmartPLS GmbH. https://www.smartpls.com
Rosita, T., & Fatmasari, R. (2023). Acceptance of distance learning technology in technology-based learning management. Al-Tanzim: Jurnal Manajemen Pendidikan Islam, 7(4), 1191–1201. https://doi.org/10.33650/al-tanzim.v7i4.5945
Sarstedt, M., Ringle, C. M., & Hair, J. F. (2021). Partial least squares structural equation modeling. In C. Homburg, M. Klarmann, & A. Vomberg (Eds.), Handbook of Market Research (pp. 587–632). Springer. https://doi.org/10.1007/978-3-319-57413-4_15
Shang, B. (2025). AI empowerment: Digital transformation of graduate education governance. Journal of Computing and Electronic Information Management, 18(3), 5–10. https://doi.org/10.54097/yq1swa37
Tondeur, J., Scherer, R., Siddiq, F., & Baran, E. (2019). Developing a comprehensive understanding of ICT integration in education: An empirical analysis of eight dimensions. Australasian Journal of Educational Technology, 35(4), 1–15. https://doi.org/10.14742/ajet.4052
