Digital Educational Technology for Monitoring and Evaluation: Its Contribution to School Management Effectiveness

Authors

  • Waloyo Waloyo Universitas Muhammadiyah Surakarta, Surakarta, Indonesia
  • Bambang Sumarjoko Universitas Muhammadiyah Surakarta, Surakarta, Indonesia
  • Masduki Masduki Universitas Muhammadiyah Surakarta, Surakarta, Indonesia

DOI:

https://doi.org/10.22437/teknopedagogi.v16i4.56538

Keywords:

Accountability, Digital Educational Technology, Monitoring and Evaluation, School Management Effectiveness, Vocational Education

Abstract

Digital transformation in education increasingly requires schools to use technology not only for instructional purposes but also for monitoring, evaluation, and evidence-informed management. This study examined the association between digital educational technology for monitoring and evaluation and school management effectiveness in Muhammadiyah Vocational High Schools in Wonogiri Regency, Indonesia. A quantitative explanatory, cross-sectional design was employed involving 57 educational personnel, including vice principals, heads of vocational study programs, teachers, and administrative staff. Data were collected using a five-point Likert-scale questionnaire comprising 12 items measuring digital monitoring and evaluation and 14 items measuring school management effectiveness. Descriptive statistics, preliminary regression assumption tests, and simple linear regression were conducted using IBM SPSS Statistics 25. The findings showed generally favorable perceptions of both digital monitoring and evaluation and school management effectiveness, with identical overall mean scores of 3.97. Simple linear regression indicated a positive and statistically significant association between digital monitoring and evaluation and school management effectiveness (B = 0.743, β = 0.675, t(55) = 6.781, p < 0.001). The model yielded R² = 0.455 and adjusted R² = 0.445, indicating that 45.5% of the observed variance in school management effectiveness was statistically accounted for by the predictor. These findings suggest that digital monitoring and evaluation can support systematic information management, accountability, and evidence-informed decision-making. However, given the cross-sectional design, the results should be interpreted as statistical associations rather than causal effects.

References

Alsbou, M. K. K., & Alsaraireh, R. A. I. (2024). Data-driven decision-making in education: Leveraging AI for school improvement. In 2024 International Conference on Knowledge Engineering and Communication Systems (ICKECS) (Vol. 1, pp. 1–6). IEEE. https://doi.org/10.1109/ICKECS61492.2024.10616616

Alzahrani, B., Bahaitham, H., Andejany, M., & Elshennawy, A. (2021). How ready is higher education for Quality 4.0 transformation according to the LNS Research Framework? Sustainability, 13, 5169. https://doi.org/10.3390/su13095169

Arifin, Z. (2026). Sinergi kepemimpinan transformasional dan monitoring internal dalam peningkatan mutu sekolah swasta. Jurnal Administrasi Pendidikan, 23(1), 45–58.

Bendermacher, G., De Grave, W. D., Wolfhagen, I., Dolmans, D., & Egbrink, M. O. O. (2020). Shaping a culture for continuous quality improvement in undergraduate medical education. Academic Medicine, 95. https://doi.org/10.1097/ACM.0000000000003406

Bush, T. (2020). Theories of educational leadership and management (5th ed.). Sage Publications.

Cesna, G. P., Agustiawan, S., Panjaitan, A. S., Purnama, S., & Ikhsan, R. S. (2026). Transforming higher education management through evidence based and data oriented approaches. Jurnal MENTARI: Manajemen, Pendidikan dan Teknologi Informasi. https://doi.org/10.33050/mentari.v4i2.951

Chandrayanti, Y., Mutoharoh, M., Sugiharti, R. N., Putranti, E., Waruwu, T., AlRasyid, F. D., & Laia, F. (2026). Conceptual foundation: Balanced Scorecard in the educational context (A study of the theory underlying the instrument's creation). EDUJAVARE: International Journal of Educational Research. https://doi.org/10.70610/edujavare.v4i01.1503

Conoglu, G., & Orgun, F. (2021). Evaluation of the undergraduate nursing curriculum by using Context, Input, Process, and Product (CIPP) model. https://doi.org/10.2399/yod.19.019000

Demartini, C., Benussi, L., Gatteschi, V., & Renga, F. (2020). Education and digital transformation: The “Riconnessioni” project. IEEE Access, 8, 186233–186256. https://doi.org/10.1109/ACCESS.2020.3018189

Díez, F., Villa, A., López, A., & Iraurgi, I. (2020). Impact of quality management systems in the performance of educational centers: Educational policies and management processes. Heliyon, 6. https://doi.org/10.1016/j.heliyon.2020.e03824

Ernawati, L. (2024). Analisis monitoring berbasis data terhadap efisiensi manajemen sekolah menengah. Jurnal Evaluasi Pendidikan, 15(1), 22–35.

Fernández, A., Gómez, B., Binjaku, K., & Meçe, E. (2023). Digital transformation initiatives in higher education institutions: A multivocal literature review. Education and Information Technologies, 1–32. https://doi.org/10.1007/s10639-022-11544-0

Gaftandzhieva, S. N., Hussain, S., Hilčenko, S., Doneva, R., & Boykova, K. (2023). Data-driven decision making in higher education institutions: State-of-play. International Journal of Advanced Computer Science and Applications. https://doi.org/10.14569/IJACSA.2023.0140642

Gunawan, I. (2025). Integrasi kepemimpinan transformasional dan manajemen mutu pada lembaga pendidikan Islam. Jurnal Manajemen Pendidikan Islam, 11(2), 102–115.

Gunter, H. (2022). An intellectual history of the political in the educational management, administration and leadership field. Educational Management Administration & Leadership, 50, 252–268. https://doi.org/10.1177/17411432211051916

Hartong, S., & Förschler, A. (2019). Opening the black box of data-based school monitoring: Data infrastructures, flows and practices in state education agencies. Big Data & Society, 6. https://doi.org/10.1177/2053951719853311

Haryanto, S. (2024). Pengaruh kepemimpinan transformasional terhadap iklim kerja dan kinerja guru SMK. Jurnal Akuntabilitas Manajemen Pendidikan, 12(1), 74–88.

Horn, E., & Torrech, J. (2026). Data-driven decision making in education: Implications for student achievement and school improvement. INTRA: Interdisciplinary Research and Analysis Journal. https://doi.org/10.63948/intraj.v2i1.1957

Hutami, S. (2024). Utilizing technology and artificial intelligence in educational administration to enhance school performance at junior high school. PPSDP International Journal of Education. https://doi.org/10.59175/pijed.v3i2.302

Jarke, J., & Breiter, A. (2019). Editorial: The datafication of education. Learning, Media and Technology, 44, 1–6. https://doi.org/10.1080/17439884.2019.1573833

Jin, R., Peng, Y., Wang, Z., Wang, J., Tang, J., & Zhang, M. (2025). Data-driven educational decision-making: How to enhance educational quality and management efficiency. Journal of Higher Education Research. https://doi.org/10.32629/jher.v5i6.3385

Kalita, E., Oyelere, S., Gaftandzhieva, S. N., Rajesh, K., Jagatheesaperumal, S., Mohamed, A., Elbarawy, Y. M., Desuky, A. S., Hussain, S., Çifçi, M., Theodorou, P., Hilčenko, S., Hazarika, J., & Ali, N. T. (2025). Educational data mining: A 10-year review. Discover Computing, 28. https://doi.org/10.1007/s10791-025-09589-z

Khalis, N., Bahri, S., & Salfiyadi, T. (2026). Implementation of management information systems in primary schools: A qualitative case study. JURNAL HURRIAH: Jurnal Evaluasi Pendidikan dan Penelitian. https://doi.org/10.56806/jh.v6i4.389

Kurniawan, A. (2021). Hambatan struktural dalam pengelolaan sekolah kejuruan swasta di daerah sub-urban. Jurnal Penelitian Pendidikan, 38(3), 210–223.

Latifah, N. (2024). Rekonstruksi fungsi pengawasan: Mengubah monev sekolah dari formalitas menuju refleksi kritis. Jurnal Mutu Pendidikan, 11(2), 89–103.

Mulyani, T. (2023). Potret pemenuhan administratif akreditasi sekolah: Antara formalitas dan tata kelola riil. Jurnal Kebijakan Pendidikan, 14(2), 145–158.

Mustofa, A. (2024). Karakteristik kepemimpinan religius pada tata pamong amal usaha pendidikan Muhammadiyah. Jurnal Sosiologi Pendidikan, 16(1), 34–49.

Parveen, K., Phuc, T. Q. B., Alghamdi, A. A., Kumar, T., Aslam, S., Shafiq, M., & Saleem, A. (2024). The contribution of quality management practices to student performance: Mediated by school culture. Heliyon, 10. https://doi.org/10.1016/j.heliyon.2024.e34892

Putri, R., & Hidayat, S. (2022). Pengaruh manajemen sekolah yang efektif terhadap disiplin siswa dan budaya mutu organisasi. Jurnal Manajemen Pendidikan, 10(2), 112–126.

Robinson, V. M. J., & Gray, E.-S. (2019). What difference does school leadership make to student outcomes? Journal of the Royal Society of New Zealand, 49, 171–187. https://doi.org/10.1080/03036758.2019.1582075

Rocha, A., Silva, M., & Duarte, C. (2021). How is sexuality education for adolescents evaluated? A systematic review based on the Context, Input, Process and Product (CIPP) model. Sex Education, 22, 198–216. https://doi.org/10.1080/14681811.2021.1908984

Sagin, M. A., Balmer, P. D., Rose, M. M. S., Musheno, M. R., Olenik, M. J. M., Eld, M. M. L. D. F., Dine, M. J. M. C., & Bennett, M. N. M. L. (2023). Evaluation of a palliative care longitudinal curriculum for medical students using the Context-Input-Process-Product model. The American Journal of Hospice & Palliative Care, 41, 158–166. https://doi.org/10.1177/10499091231165504

Sanoto, H., Kusuma, D., Paseleng, M., & Triwijayanti, N. (2025). Digitalizing school management: Achieving excellence through technology integration in primary schools in Indonesia. AL-ISHLAH: Jurnal Pendidikan. https://doi.org/10.35445/alishlah.v17i1.6341

Santika, M. (2023). Pengaruh evaluasi program berbasis data terhadap efektivitas manajemen tata kelola sekolah kejuruan. Jurnal Ilmiah Manajemen dan Bisnis, 24(2), 188–201.

Sari, K., & Wibowo, A. (2022). Dampak disintegrasi koordinasi manajerial dan lemahnya monitoring internal terhadap kualitas pendidikan. Jurnal Administrasi dan Supervisi Pendidikan, 15(2), 95–109.

Schildkamp, K., Poortman, C., Ebbeler, J., & Pieters, J. (2019). How school leaders can build effective data teams: Five building blocks for a new wave of data-informed decision making. Journal of Educational Change, 20, 283–325. https://doi.org/10.1007/s10833-019-09345-3

Surjawan, D. J., Langi, A., & Imbar, R. (2025). Digital transformation for institution operations in higher education: A literature review. IEEE Access, 13, 61457–61468. https://doi.org/10.1109/ACCESS.2025.3557446

Suyatno, & Fitria, N. (2023). Konstruksi monitoring partisipatif dalam meningkatkan akuntabilitas institusi pendidikan swasta. Jurnal Evaluasi dan Manajemen Pendidikan, 13(1), 56–70.

Tantowi, A., Gunawan, M. A., & Ibrahim, A. (2025). Optimizing Islamic boarding school management in the digital era: Analysis of technology effectiveness in administration and operations. Munaddhomah: Jurnal Manajemen Pendidikan Islam. https://doi.org/10.31538/munaddhomah.v6i2.1738

Toosi, M., Modarres, M., Amini, M., & Geranmayeh, M. (2021). Context, input, process, and product evaluation model in medical education: A systematic review. Journal of Education and Health Promotion, 10. https://doi.org/10.4103/jehp.jehp_1115_20

Umam, K., & Saripah, I. (2018). Using the Context, Input, Process and Product (CIPP) model in the evaluation of training programs. International Journal of Pedagogy and Teacher Education. https://doi.org/10.20961/ijpte.v2i0.26086

Verhelst, D., Vanhoof, J., & Van Petegem, P. (2021). School effectiveness for education for sustainable development (ESD): What characterizes an ESD-effective school organization? Educational Management Administration & Leadership, 51, 502–525. https://doi.org/10.1177/1741143220985196

Wen, Y., Zhang, S., & Yu, M. (2024). Research on data mining algorithms for vocational education based on student behaviour analysis. In Proceedings of the 2024 9th International Conference on Intelligent Information Processing. https://doi.org/10.1145/3696952.3697003

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Published

2026-08-16

How to Cite

Digital Educational Technology for Monitoring and Evaluation: Its Contribution to School Management Effectiveness. (2026). Tekno - Pedagogi : Jurnal Teknologi Pendidikan, 16(4). https://doi.org/10.22437/teknopedagogi.v16i4.56538