BEYOND ICT INFRASTRUCTURE: DIGITAL ADAPTATION AND THE SELECTIVE ROLE OF TRANSFORMATIONAL LEADERSHIP IN TEACHER PROFESSIONALISM

Authors

DOI:

https://doi.org/10.22437/jiituj.v10i4.58315

Keywords:

Digital Adaptation, Digital Pedagogy, ICT Infrastructure, Teacher Professionalism, Transformational Leadership

Abstract

This study examines how ICT infrastructure, digital adaptation, digital pedagogical competence, and transformational leadership contribute to junior high school teachers’ professionalism, with particular attention to the selective moderating role of transformational leadership. A sequential explanatory mixed-methods design was employed. Quantitative data were obtained from 342 teachers, of which 301 screened responses were analyzed using partial least squares structural equation modeling (PLS-SEM). The qualitative phase involved eight structured interviews with teachers and school leaders, which were analyzed thematically to explain significant, nonsignificant, and directionally unexpected statistical relationships. The model explained 62.9% of the variance in teacher professionalism. Digital adaptation (β = 0.304, p < 0.001) and transformational leadership (β = 0.328, p < 0.001) had significant positive effects, whereas ICT infrastructure and digital pedagogical competence were not significant predictors. Transformational leadership strengthened the relationship between digital adaptation and professionalism (β = 0.197, p = 0.005), attenuated the relationship between ICT infrastructure and professionalism (β = −0.202, p = 0.006), and did not significantly moderate the relationship between digital pedagogical competence and professionalism. The study’s novelty lies in proposing a selective adaptive-leadership mechanism that demonstrates how leadership can activate teachers’ adaptive capacity, reduce reliance on resource differences, or leave competence-based pathways unchanged, rather than uniformly strengthening all digital antecedents. Practically, the findings support continuous adaptive learning, instructional mentoring, collaborative professional development, and leadership-supported implementation routines. The findings are limited by the cross-sectional self-reported design, incomplete discriminant validity, small interaction effects, a limited number of qualitative participants, and a single urban educational context.

Author Biographies

  • Farhan Farhan, Universitas Teknologi Muhammadiyah Jakarta

    Universitas Teknologi Muhammadiyah Jakarta, Jakarta, Indonesia

  • Rita Yuni Mulyanti, Universitas Teknologi Muhammadiyah Jakarta

    Universitas Teknologi Muhammadiyah Jakarta, Jakarta, Indonesia

  • Lela Nurlaela Wati, Universitas Teknologi Muhammadiyah Jakarta

    Universitas Teknologi Muhammadiyah Jakarta, Jakarta, Indonesia

  • Mohamad Lutfi, Universitas Teknologi Muhammadiyah Jakarta

    Universitas Teknologi Muhammadiyah Jakarta, Jakarta, Indonesia

References

Agustian, E., Hidayati, D., & Widodo, W. (2024). Kepemimpinan transformasional kepala sekolah dalam penerapan kurikulum merdeka [The transformational leadership of school principals in the implementation of the Merdeka Curriculum]. Journal of Education and Teaching (JET), 5(3), 323–335. https://doi.org/10.51454/jet.v5i3.444.

Ahmad, F. B. (2025). Degree of teachers’ adaptation to digital skills sustainable development. Asian Journal of Education and Training, 11(1), 22–30. https://doi.org/10.20448/edu.v11i1.6432.

Anderson, R. E., & Dexter, S. (2005). School technology leadership: An empirical investigation of prevalence and effect. Educational Administration Quarterly, 41(1), 49–82. https://doi.org/10.1177/0013161X04269517.

Avalos, B. (2011). Teacher professional development in teaching and teacher education over ten years. Teaching and Teacher Education, 27(1), 10–20. https://doi.org/10.1016/j.tate.2010.08.007.

Avolio, B. J., & Bass, B. M. (2004). Multifactor Leadership Questionnaire: Manual and sampler set (3rd ed.). Mind Garden.

Bass, B. M. (1985). Leadership and Performance Beyond Expectations. Free Press.

Blau, I., & Shamir-Inbal, T. (2017). Digital competences and long-term ICT integration in school culture: The perspective of elementary school leaders. Education and Information Technologies, 22, 769–787. https://doi.org/10.1007/s10639-015-9456-7.

Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77–101. https://doi.org/10.1191/1478088706qp063oa.

Creswell, J. W., & Plano Clark, V. L. (2018). Designing and conducting mixed methods research. SAGE Publications.

Denzin, N. K. (1978). The research act: A theoretical introduction to sociological methods. McGraw-Hill.

Desimone, L. M. (2009). Improving impact studies of teachers’ professional development: Toward better conceptualizations and measures. Educational Researcher, 38(3), 181–199. https://doi.org/10.3102/0013189X08331140.

Ertmer, P. A. (1999). Addressing first- and second-order barriers to change: Strategies for technology integration. Educational Technology Research and Development, 47(4), 47–61. https://doi.org/10.1007/BF02299597.

Ertmer, P. A., Ottenbreit-Leftwich, A. T., Sadik, O., Sendurur, E., & Sendurur, P. (2012). Teacher beliefs and technology integration practices: A critical relationship. Computers & Education, 59(2), 423–435. https://doi.org/10.1016/j.compedu.2012.02.001.

Evans, L. (2008). Professionalism, professionality and the development of education professionals. British Journal of Educational Studies, 56(1), 20–38. https://doi.org/10.1111/j.1467-8527.2007.00392.x.

Fadli, M. R. (2024). Digital pedagogy philosophy: building critical awareness of the role of technology in education. Jurnal Filsafat, 34(2), 307. https://doi.org/10.22146/jf.93321.

Falloon, G. (2020). From digital literacy to digital competence: The teacher digital competency framework. Educational Technology Research and Development, 68, 2449–2472. https://doi.org/10.1007/s11423-020-09767-4.

Ferrari, A. (2013). DIGCOMP: A Framework for Developing and Understanding Digital Competence in Europe. Publications Office of the European Union.

Fetters, M. D., Curry, L. A., & Creswell, J. W. (2013). Achieving integration in mixed methods designs—Principles and practices. Health Services Research, 48(6), 2134–2156. https://doi.org/10.1111/1475-6773.12117.

Fitriyah, S. N., Sutadji, E., & Dewi, R. S. I. (2025). Professionalism and technological pedagogical and content knowledge skills of primary school teacher. Research and Development in Education (RaDEn), 5(1), 209–227. https://doi.org/10.22219/raden.v5i1.37594.

Gedik, O., & Delican, B. (2022). Relationship between professionalism levels and pedagogical digital competences of pre-service elementary school teachers. Shanlax International Journal of Education, 10(S1-Aug), 128–140. https://doi.org/10.34293/education.v10is1-aug.4314.

Gil-Flores, J., Rodríguez-Santero, J., & Torres-Gordillo, J. J. (2017). Factors that explain the use of ICT in secondary-education classrooms: The role of teacher characteristics and school infrastructure. Computers in Human Behavior, 68, 441–449. https://doi.org/10.1016/j.chb.2016.11.057.

Guskey, T. R. (2002). Professional development and teacher change. Teachers and Teaching: Theory and Practice, 8(3), 381–391. https://doi.org/10.1080/135406002100000512.

Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2022). A primer on partial least squares structural equation modeling (PLS-SEM) (3rd ed.). SAGE Publications.

Haryanti, M. L., & Purbojo, R. (2024). Peran kepemimpinan transformasional dan literasi digital terhadap kompetensi pedagogis guru dalam pengintegrasian teknologi [The role of transformational leadership and digital literacy in teachers' pedagogical competence regarding technology integration.]. Edumatic: Jurnal Pendidikan Informatika, 8(1), 103–112. https://doi.org/10.29408/edumatic.v8i1.25444.

Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43, 115–135. https://doi.org/10.1007/s11747-014-0403-8.

Hew, K. F., & Brush, T. (2007). Integrating technology into K–12 teaching and learning: Current knowledge gaps and recommendations for future research. Educational Technology Research and Development, 55(3), 223–252. https://doi.org/10.1007/s11423-006-9022-5.

Howard, S. K. (2013). Risk-aversion: Understanding teachers’ resistance to technology integration. Technology, Pedagogy and Education, 22(3), 357–372. https://doi.org/10.1080/1475939X.2013.802995.

Inan, F. A., & Lowther, D. L. (2010). Factors affecting technology integration in K–12 classrooms: A path model. Educational Technology Research and Development, 58(2), 137–154. https://doi.org/10.1007/s11423-009-9132-y.

Instefjord, E. J., & Munthe, E. (2017). Educating digitally competent teachers: A study of integration of professional digital competence in teacher education. Teaching and Teacher Education, 67, 37–45. https://doi.org/10.1016/j.tate.2017.05.016.

Ismoyo, Y. W. P., & Bernarto, I. (2024). Pengaruh pemanfaatan teknologi informasi dan komunikasi (tik), kemampuan kolaborasi, dan dukungan infrastruktur terhadap kompetensi digital guru SD XYZ Jakarta [The Influence of Information and Communication Technology (ICT) Utilization, Collaboration Skills, and Infrastructure Support on the Digital Competence of Elementary School Teachers at XYZ Jakarta]. JIIP - Jurnal Ilmiah Ilmu Pendidikan, 7(9), 10833–10839. https://doi.org/10.54371/jiip.v7i9.5860.

Krumsvik, R. J. (2008). Situated learning and teachers’ digital competence. Education and Information Technologies, 13, 279–290.

Leithwood, K., Harris, A., & Hopkins, D. (2008). Seven strong claims about successful school leadership. School Leadership & Management, 28(1), 27–42. https://doi.org/10.1080/13632430701800060.

Leithwood, K., Sun, J., & Schumacker, R. (2020). How school leadership influences student learning: A test of the Four Paths Model. Educational Administration Quarterly, 56(4), 570–599. https://doi.org/10.1177/0013161X19878772.

Lucas, M., Bem-Haja, P., Siddiq, F., Moreira, A., & Redecker, C. (2021). The relation between in-service teachers’ digital competence and personal and contextual factors: What matters most? Computers & Education, 160, 104052. https://doi.org/10.1016/j.compedu.2020.104052.

Madrid, C., Chimborazo, L., Morales-García, W. C., Quispe-Sanca, D., Huancahuire-Vega, S., Sánchez-Garcés, J., & Saintila, J. (2024). Digital competencies and transformational leadership as predictors of job performance in university teachers. Journal of Educators Online, 21(3). https://doi.org/10.9743/JEO.2024.21.3.18.

Masruroh, M., Eraku, S., & Pambudi, M. R. (2024). Challenges and transformations: building teacher professionalism in the digital era for superior education. Jurnal Penelitian Pendidikan IPA, 10(SpecialIssue), 620–626. https://doi.org/10.29303/jppipa.v10ispecialissue.9142.

McCarthy, A. M., Maor, D., McConney, A., & Cavanaugh, C. (2023). Digital transformation in education: Critical components for leaders of system change. Social Sciences & Humanities Open, 8(1), 100479. https://doi.org/10.1016/j.ssaho.2023.100479.

Mishra, P., & Koehler, M. J. (2006). Technological pedagogical content knowledge: A framework for teacher knowledge. Teachers College Record, 108(6), 1017–1054. https://doi.org/10.1111/j.1467-9620.2006.00684.x.

Nashrullah, M., Rahman, S., Majid, A., Hariyati, N., & Budiyanto. (2025). Transformasi digital dalam pendidikan Indonesia: analisis kebijakan dan implikasinya terhadap kualitas pembelajaran [Digital transformation in Indonesian education: policy analysis and its implications for the quality of learning]. Mudir: Jurnal Manajemen Pendidikan, 7(1), 52–59. https://doi.org/10.55352/mudir.v7i1.1290.

Opfer, V. D., & Pedder, D. (2011). Conceptualizing teacher professional learning. Review of Educational Research, 81(3), 376–407. https://doi.org/10.3102/0034654311413609.

Patton, M. Q. (2015). Qualitative research & evaluation methods. SAGE Publications.

Pelgrum, W. J. (2001). Obstacles to the integration of ICT in education: Results from a worldwide educational assessment. Computers & Education, 37(2), 163–178. https://doi.org/10.1016/S0360-1315(01)00045-8.

Pettersson, F. (2018). On the issues of digital competence in educational contexts: A review of literature. Education and Information Technologies, 23, 1005–1021. https://doi.org/10.1007/s10639-017-9649-3.

Redecker, C. (2017). European framework for the digital competence of educators: DigCompEdu. Publications Office of the European Union. https://doi.org/10.2760/159770.

Sachs, J. (2016). Teacher professionalism: Why are we still talking about it? Teachers and Teaching: Theory and Practice, 22(4), 413–425. https://doi.org/10.1080/13540602.2015.1082732.

Scherer, R., Siddiq, F., & Tondeur, J. (2019). The technology acceptance model: A meta-analytic structural equation modeling approach to explaining teachers’ adoption of digital technology in education. Computers & Education, 128, 13–35. https://doi.org/10.1016/j.compedu.2018.09.009.

Schmitz, M.-L., Antonietti, C., Consoli, T., Gonon, P., Cattaneo, A., & Petko, D. (2025). Enhancing teacher collaboration for technology integration: The impact of transformational leadership. Computers & Education, 234, 105331. https://doi.org/10.1016/j.compedu.2025.105331.

Shmueli, G., Sarstedt, M., Hair, J. F., Cheah, J. H., Ting, H., Vaithilingam, S., & Ringle, C. M. (2019). Predictive model assessment in PLS-SEM: Guidelines for using PLSpredict. European Journal of Marketing, 53(11), 2322–2347. https://doi.org/10.1108/EJM-02-2019-0189.

Spiteri, M., & Chang Rundgren, S. N. (2020). Literature review on the factors affecting primary teachers’ use of digital technology. Technology, Knowledge and Learning, 25, 115–128. https://doi.org/10.1007/s10758-018-9376-x.

Stewart, J. (2006). Instructional and transformational leadership: burns, bass and leithwoood. Journal of Educational Administration, 1–29.

Sugiyanto, S., Ahyani, N., & Kesumawati, N. (2021). Teacher professionalism in digital era. JPGI (Jurnal Penelitian Guru Indonesia), 6(2), 586. https://doi.org/10.29210/021093jpgi0005.

Syahrial, S., Kurniawan, D. A., Asrial, A., Sabil, H., Maryani, S., & Rini, E. F. S. (2022). Professional teachers: Study of ICT capabilities and research competencies in urban and rural? Cypriot Journal of Educational Sciences, 17(7), 2247–2261. https://doi.org/10.18844/cjes.v17i7.7590.

Teo, T. (2011). Factors influencing teachers’ intention to use technology: Model development and test. Computers & Education, 57(4), 2432–2440. https://doi.org/10.1016/j.compedu.2011.06.008.

Tondeur, J., van Braak, J., Sang, G., Voogt, J., Fisser, P., & Ottenbreit-Leftwich, A. (2012). Preparing pre-service teachers to integrate technology in education: A synthesis of qualitative evidence. Computers & Education, 59(1), 134–144. https://doi.org/10.1016/j.compedu.2011.10.009.

Tzafilkou, K., Perifanou, M., & Economides, A. A. (2023). Assessing teachers’ digital competence in primary and secondary education: Applying a new instrument to integrate pedagogical and professional elements for digital education. Education and Information Technologies, 28, 16017–16040. https://doi.org/10.1007/s10639-023-11848-9.

UNESCO. (2023). Global education monitoring report 2023: Technology in education—A tool on whose terms? UNESCO. https://doi.org/10.54676/UZQV8501.

Vanderlinde, R., & van Braak, J. (2010). The e-capacity of primary schools: Development of a conceptual model and scale construction from a school improvement perspective. Computers & Education, 55(2), 541–553. https://doi.org/10.1016/j.compedu.2010.02.016.

Venkatesh, V., Brown, S. A., & Bala, H. (2013). Bridging the qualitative–quantitative divide: Guidelines for conducting mixed methods research in information systems. MIS Quarterly, 37(1), 21–54. https://doi.org/10.25300/MISQ/2013/37.1.02.

Voogt, J., Fisser, P., Pareja Roblin, N., Tondeur, J., & van Braak, J. (2013). Technological pedagogical content knowledge: A review of the literature. Journal of Computer Assisted Learning, 29(2), 109–121. https://doi.org/10.1111/j.1365-2729.2012.00487.x.

Vuorikari, R., Kluzer, S., & Punie, Y. (2022). DigComp 2.2: The Digital Competence Framework for Citizens. Publications Office of the European Union.

Zhao, Y., & Frank, K. A. (2003). Factors affecting technology uses in schools: An ecological perspective. American Educational Research Journal, 40(4), 807–840. https://doi.org/10.3102/00028312040004807.

Downloads

Published

2026-08-31

How to Cite

BEYOND ICT INFRASTRUCTURE: DIGITAL ADAPTATION AND THE SELECTIVE ROLE OF TRANSFORMATIONAL LEADERSHIP IN TEACHER PROFESSIONALISM. (2026). Jurnal Ilmiah Ilmu Terapan Universitas Jambi, 10(4), 1934-1952. https://doi.org/10.22437/jiituj.v10i4.58315

Most read articles by the same author(s)