Copyright (c) 2026 Ahmad Kosasih, Soewarto Hardhienata, Herfina

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
The Influence of Digital Leadership and Data Literacy on Managerial Effectiveness Through Work Motivation: A Study of Private Vocational School Principals in Jakarta
Corresponding Author(s) : Ahmad Kosasih
International Research of Multidisciplinary Analysis,
Vol. 4 No. 5 (2026): International Research of Multidisciplinary Analysis
Abstract
The digital transformation of vocational education demands that school principals possess high levels of managerial effectiveness; however, the gap between expectations and reality remains a significant challenge. This study aims to examine the influence of digital leadership and data literacy on managerial effectiveness, both directly and indirectly, through work motivation. Employing a quantitative approach with a cross-sectional survey design, the study involved 206 teachers from 19 private vocational high schools (SMK PGRI) in Jakarta, Indonesia. Data were collected using a validated 5-point Likert scale questionnaire. Data analysis was conducted using Structural Equation Modeling-Partial Least Squares (SEM-PLS) with SmartPLS 4.0. The results show that: (1) digital leadership has a positive and significant direct effect on managerial effectiveness (β = 0.291; p < 0.001); (2) data literacy has a positive and significant direct effect on managerial effectiveness (β = 0.174; p = 0.010); and (3) work motivation significantly mediates the effects of digital leadership (indirect effect = 0.065; p = 0.021) and data literacy (indirect effect = 0.036; p = 0.046) on managerial effectiveness. These findings confirm that enhancing managerial effectiveness is optimally achieved through simultaneously strengthening digital competencies and work motivation.
Keywords
Download Citation
Endnote/Zotero/Mendeley (RIS)BibTeX
- AlAjmi, M. K. (2022). The impact of digital leadership on teachers' technology integration during the COVID-19 pandemic in Kuwait. International Journal of Educational Research, 112, 101928. https://doi.org/10.1016/j.ijer.2022.101928
- Berkovich, I., & Hassan, T. (2023). Principals' digital transformational leadership, teachers' commitment, and school effectiveness. Journal of Educational Administration. https://doi.org/10.1080/20004508.2023.2173705
- Collie, R. J. (2023). Teachers' work motivation: Examining perceived leadership practices and salient outcomes. Teaching and Teacher Education, 135, 104348. https://doi.org/10.1016/j.tate.2023.104348
- Daulay, B., Haidir, H., & Firmansyah, F. (2024). The influence of managerial competence and achievement motivation on the leadership effectiveness of high school principals. Jurnal Cakrawala Pendidikan, 43(2). https://doi.org/10.21831/cp.v43i2.61912
- Doğan, E. (2023). A meta-analysis study on data literacy education for school administrators and teachers. Journal of Theoretical Educational Sciences, 16(1), 199-217. https://doi.org/10.30831/akukeg.1134207
- Filderman, M. J., Toste, J. R., Didion, L., & Peng, P. (2022). Data literacy training for K-12 teachers: A meta-analysis of the effects on teacher outcomes. Remedial and Special Education, 43(5), 328-343. https://doi.org/10.1177/07419325211054208
- Hair, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial least squares structural equation modeling (PLS-SEM) using R: A workbook. Springer. https://doi.org/10.1007/978-3-030-80519-7
- Hardhienata, S. (2017). The development of scientific identification theory to conduct operation research in education management. IOP Conference Series: Materials Science and Engineering, 166, 012007. https://doi.org/10.1088/1757-899X/166/1/012007
- Hidayat, R., & Patras, Y. E. (2024). Digital leadership of school principals in Indonesia: Strategic interventions needed. Pedagogia: Jurnal Ilmiah Pendidikan, 16(1), 32-42. https://doi.org/10.55215/pedagogia.v16i1.10209
- Kemendikbudristek. (2023). Transformasi pendidikan vokasi siapkan talenta masa depan di berbagai bidang. Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi Republik Indonesia.
- Lahumuddin, M. Y. P., Hamid, R. S., & Qamaruddin, M. Y. (2024). The effects of e-performance and digital leadership on self-motivation and employee performance in MSMEs. Jurnal Manajemen Teknologi, 23(2), 119-134. https://doi.org/10.12695/jmt.2024.23.2.3
- Lee, J., Alonzo, D., Beswick, K., Oo, C. Z., Anson, D. W. J., & Abril, J. M. V. (2024). Data literacy of principals in K–12 school contexts: A systematic review. Educational Research Review, 45, 100649. https://doi.org/10.1016/j.edurev.2024.100649
- Maria, U., Husni, S., Thoharudin, M., Wardani, S. F., & Kholifah, N. (2024). Examining the role of family sociology, managerial support, and working conditions in determining teacher performance in Indonesia: The mediating role of motivation and professional development. Frontiers in Education, 9, 1413525. https://doi.org/10.3389/feduc.2024.1413525
- Mergoni, A., Camanho, A., Soncin, M., Agasisti, T., & De Witte, K. (2026). The influence of school principals' management on school efficiency: Evidence from Italian schools. European Journal of Operational Research, 329(1), 260-272. https://doi.org/10.1016/j.ejor.2025.06.020
- Navaridas-Nalda, F., Clavel-San Emeterio, M., Fernández-Ortiz, R., & Arias-Oliva, M. (2020). The strategic influence of school principal leadership in the digital transformation of schools. Computers in Human Behavior, 112, 106481. https://doi.org/10.1016/j.chb.2020.106481
- Ofita, C., Komariah, A., & Abubakar, A. (2024). Assessing digital leadership of junior high school principals. Journal of Educational Management and Instruction, 4(1), 127-139. https://doi.org/10.22515/jemin.v4i1.9502
- Okunlola, J. O. (2025). Digital leadership: Shaping school effectiveness in the digital era - A meta-analysis. Educational Technology Quarterly, 2025(3), 253-265. https://doi.org/10.55056/etq.972
- Ridho, M. R., Wiyono, B. B., & Mustiningsih. (2024). Digital leadership of school principals to improve the quality of learning in the industrial revolution era 4.0. Insania, 29(1). https://doi.org/10.24090/insania.v29i1.9566
- Ryan, R. M., & Deci, E. L. (2017). Self-determination theory: Basic psychological needs in motivation, development, and wellness. Guilford Press. https://doi.org/10.1521/978.14625/28806
- UNESCO. (2022). *Transforming technical and vocational education and training for successful and just transitions: UNESCO strategy 2022-2029*. UNESCO.
- Wurster, S., Bez, S., & Merk, S. (2023). Does learning how to use data mean being motivated to use it? Effects of a data use intervention on data literacy and motivational beliefs of pre-service teachers. Learning and Instruction, 88, 101806. https://doi.org/10.1016/j.learninstruc.2023.101801
- Zaharuddin, Auliya, N. N., & Despiana, D. (2024). Religiosity and career commitment on work performance among teachers. Psikis: Jurnal Psikologi Islami, 10(2), 201-210. https://doi.org/10.19109/psikis.v10i2.24251
References
AlAjmi, M. K. (2022). The impact of digital leadership on teachers' technology integration during the COVID-19 pandemic in Kuwait. International Journal of Educational Research, 112, 101928. https://doi.org/10.1016/j.ijer.2022.101928
Berkovich, I., & Hassan, T. (2023). Principals' digital transformational leadership, teachers' commitment, and school effectiveness. Journal of Educational Administration. https://doi.org/10.1080/20004508.2023.2173705
Collie, R. J. (2023). Teachers' work motivation: Examining perceived leadership practices and salient outcomes. Teaching and Teacher Education, 135, 104348. https://doi.org/10.1016/j.tate.2023.104348
Daulay, B., Haidir, H., & Firmansyah, F. (2024). The influence of managerial competence and achievement motivation on the leadership effectiveness of high school principals. Jurnal Cakrawala Pendidikan, 43(2). https://doi.org/10.21831/cp.v43i2.61912
Doğan, E. (2023). A meta-analysis study on data literacy education for school administrators and teachers. Journal of Theoretical Educational Sciences, 16(1), 199-217. https://doi.org/10.30831/akukeg.1134207
Filderman, M. J., Toste, J. R., Didion, L., & Peng, P. (2022). Data literacy training for K-12 teachers: A meta-analysis of the effects on teacher outcomes. Remedial and Special Education, 43(5), 328-343. https://doi.org/10.1177/07419325211054208
Hair, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial least squares structural equation modeling (PLS-SEM) using R: A workbook. Springer. https://doi.org/10.1007/978-3-030-80519-7
Hardhienata, S. (2017). The development of scientific identification theory to conduct operation research in education management. IOP Conference Series: Materials Science and Engineering, 166, 012007. https://doi.org/10.1088/1757-899X/166/1/012007
Hidayat, R., & Patras, Y. E. (2024). Digital leadership of school principals in Indonesia: Strategic interventions needed. Pedagogia: Jurnal Ilmiah Pendidikan, 16(1), 32-42. https://doi.org/10.55215/pedagogia.v16i1.10209
Kemendikbudristek. (2023). Transformasi pendidikan vokasi siapkan talenta masa depan di berbagai bidang. Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi Republik Indonesia.
Lahumuddin, M. Y. P., Hamid, R. S., & Qamaruddin, M. Y. (2024). The effects of e-performance and digital leadership on self-motivation and employee performance in MSMEs. Jurnal Manajemen Teknologi, 23(2), 119-134. https://doi.org/10.12695/jmt.2024.23.2.3
Lee, J., Alonzo, D., Beswick, K., Oo, C. Z., Anson, D. W. J., & Abril, J. M. V. (2024). Data literacy of principals in K–12 school contexts: A systematic review. Educational Research Review, 45, 100649. https://doi.org/10.1016/j.edurev.2024.100649
Maria, U., Husni, S., Thoharudin, M., Wardani, S. F., & Kholifah, N. (2024). Examining the role of family sociology, managerial support, and working conditions in determining teacher performance in Indonesia: The mediating role of motivation and professional development. Frontiers in Education, 9, 1413525. https://doi.org/10.3389/feduc.2024.1413525
Mergoni, A., Camanho, A., Soncin, M., Agasisti, T., & De Witte, K. (2026). The influence of school principals' management on school efficiency: Evidence from Italian schools. European Journal of Operational Research, 329(1), 260-272. https://doi.org/10.1016/j.ejor.2025.06.020
Navaridas-Nalda, F., Clavel-San Emeterio, M., Fernández-Ortiz, R., & Arias-Oliva, M. (2020). The strategic influence of school principal leadership in the digital transformation of schools. Computers in Human Behavior, 112, 106481. https://doi.org/10.1016/j.chb.2020.106481
Ofita, C., Komariah, A., & Abubakar, A. (2024). Assessing digital leadership of junior high school principals. Journal of Educational Management and Instruction, 4(1), 127-139. https://doi.org/10.22515/jemin.v4i1.9502
Okunlola, J. O. (2025). Digital leadership: Shaping school effectiveness in the digital era - A meta-analysis. Educational Technology Quarterly, 2025(3), 253-265. https://doi.org/10.55056/etq.972
Ridho, M. R., Wiyono, B. B., & Mustiningsih. (2024). Digital leadership of school principals to improve the quality of learning in the industrial revolution era 4.0. Insania, 29(1). https://doi.org/10.24090/insania.v29i1.9566
Ryan, R. M., & Deci, E. L. (2017). Self-determination theory: Basic psychological needs in motivation, development, and wellness. Guilford Press. https://doi.org/10.1521/978.14625/28806
UNESCO. (2022). *Transforming technical and vocational education and training for successful and just transitions: UNESCO strategy 2022-2029*. UNESCO.
Wurster, S., Bez, S., & Merk, S. (2023). Does learning how to use data mean being motivated to use it? Effects of a data use intervention on data literacy and motivational beliefs of pre-service teachers. Learning and Instruction, 88, 101806. https://doi.org/10.1016/j.learninstruc.2023.101801
Zaharuddin, Auliya, N. N., & Despiana, D. (2024). Religiosity and career commitment on work performance among teachers. Psikis: Jurnal Psikologi Islami, 10(2), 201-210. https://doi.org/10.19109/psikis.v10i2.24251