Beyond Technocratic Competence: A Psychometric Validation of a Values-Embedded Teacher Assessment Model in Indonesian Islamic Schools
##plugins.themes.bootstrap3.article.main##
Abstract
Purpose – Teacher competency assessments often emphasize technical performance and administrative compliance while paying limited attention to ethical and religious value frameworks that shape professional identity in faith-based schools. In Muhammadiyah education, Al Islam and Kemuhammadiyahan (AIK), integrating Islamic teachings and institutional values, guides teachers’ professional conduct and educational practice. However, these values have rarely been operationalized within empirically validated teacher competency frameworks. This study develops and validates a teacher competency assessment model integrating AIK values into professional standards for Muhammadiyah elementary school teachers.
Design/methods/approach – This research employs a research and development framework with a sequential mixed methods design, combining qualitative exploration, expert validation, and quantitative testing involving 343 teachers. AIK values were translated into observable behavioral indicators across four competency domains: pedagogical, professional, social, and personality. Psychometric evaluation assessed content validity, internal consistency reliability, and construct validity using factor-based model testing.
Findings – The final instrument comprises 30 items representing the four competency domains integrated with AIK values. Results demonstrate strong content validity and high reliability, with composite reliability ranging from 0,787 to 0,893. Construct validation shows acceptable model fit (RMSEA = 0,074; SRMR = 0,073), supporting the structural coherence of the AIK integrated competency model.
Research implications/limitations – This study offers an empirically grounded framework linking Islamic educational values with psychometric assessment, although broader cross-regional validation is recommended.
Originality/value – This research bridges Islamic educational philosophy with contemporary psychometric practice and provides a model for value-embedded competency assessment applicable to other faith-based or culturally specific educational contexts.
Keywords:
##plugins.themes.bootstrap3.article.details##
Copyright

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Copyright Notice
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work.
References
Al-Ghazali. (n.d.). Ihya’ Ulum al-Deen. Dar al-Ma’rifah.
Al-wadi, M. (2021). The roles of transparency and accountability in reducingadministrative and financial corruption. Viešoji Politika Ir Administravimas, 20(2), 284–298. https://doi.org/10.13165/VPA-21-20-2-11
Albidewi, I. (2025). An AI-powered framework for assessing teacher performance in classroom interactions : a deep learning approach. September, 1–20. https://doi.org/10.3389/frai.2025.1553051
Alharbi, N. S. (2024). Evaluating competency-based medical education : a systematized review of current practices. 1–10. https://doi.org/10.1186/s12909-024-05609-6
Alieto, E., Abequibel-Encarnacion, B., Estigoy, E., Balasa, K., Eijansantos, A., & Torres-Toukoumidis, A. (2024). Teaching inside a digital classroom: A quantitative analysis of attitude, technological competence and access among teachers across subject disciplines. Heliyon, 10(2), e24282. https://doi.org/10.1016/j.heliyon.2024.e24282
Allouch, S., Ali, R. M., Al-Wattary, N., Nomikos, M., & Abu-Hijleh, M. F. (2024). Tools for measuring curriculum integration in health professions’ education: a systematic review. BMC Medical Education, 24(1), 1–16. https://doi.org/10.1186/s12909-024-05618-5
Ant, I., Hu, I., Hamam-alcober, N., Dehaes, S., Kalkan, I., Kömürcü, N., Coelho, M., Coelho, T., Casa-nova, A., Cordeiro, R., Ram, E., Moreno-gonz, S., & Tambo-lizalde, E. (2021). Nursing Lecturers ’ Perception and Experience of Teaching Cultural Competence : A European Qualitative Study. 1–20. https://doi.org/10.3390/ijerph18031357
Antonietti, C., Cattaneo, A., & Amenduni, F. (2022). Can teachers’ digital competence influence technology acceptance in vocational education? Computers in Human Behavior, 132(107266), 1–9. https://doi.org/10.1016/j.chb.2022.107266
Bernardez, M. (2011). Should we have a “ universal model ” for HPT ? A practical alternative that works Beyond HPT : inter-disciplinary collaboration. Performance Improvement, 50(9), 41–48. https://doi.org/https://doi.org/10.1002/pfi.20256
Bliznashka, L., Hentschel, E., Ali, N. B., Hunt, X., Neville, S. E., Olney, D., Pitchik, H. O., Roy, A., Seiden, J., Solís-Cordero, K., Thapa, A., & Jeong, J. (2025). Psychometric properties of early childhood development assessment tools in low- and middle-income countries: A systematic review. BMJ Open, 15(5), 1–10. https://doi.org/10.1136/bmjopen-2024-096365
Branch, R. M. (2010). Instructional design: The ADDIE approach. In Springer. https://doi.org/10.1007/978-0-387-09506-6
Brennan, A., & King, F. (2022). Teachers’ experiences of transformative professional learning to narrow the values practice gap related to inclusive practice. Cambridge Journal of Education, 52(2), 175–193. https://doi.org/10.1080/0305764X.2021.1965092
Brinkerhoff, D. A. (2001). Survey of instructional development models, third edition. In TechTrends (Vol. 45, Issue 1, pp. 48–50). https://doi.org/10.1007/bf02763388
Caretta-Weyer, H. A., Smirnova, A., Barone, M. A., Frank, J. R., Hernandez-Boussard, T., Levinson, D., Lombarts, K. M. J. M. H., Lomis, K. D., Martini, A., Schumacher, D. J., Turner, D. A., & Schuh, A. (2024). The Next Era of Assessment: Building a Trustworthy Assessment System. Perspectives on Medical Education, 13(1), 12–23. https://doi.org/10.5334/pme.1110
Chanifah, N., Hanafi, Y., Mahfud, C., & Samsudin, A. (2021). Designing a spirituality-based Islamic education framework for young muslim generations: a case study from two Indonesian universities. Higher Education Pedagogies, 6(1), 195–211. https://doi.org/10.1080/23752696.2021.1960879
Darling-Hammond, L. (2020). Accountability in teacher education. Action in Teacher Education. https://doi.org/10.1080/01626620.2019.1704464
Darling-Hammond, L., & Hyler, M. E. (2020). Preparing educators for the time of COVID… and beyond. European Journal of Teacher …. https://doi.org/10.1080/02619768.2020.1816961
Darling-Hammond, L., Schachner, A., & Edgerton, A. K. (2020). Restarting and Reinventing School: Learning in the Time of COVID and Beyond. Learning Policy Institute, August, 9–20. http://learningpolicyinstitute.org/product/restarting-reinventing-school-covid.
Dignath, C. (2022). For unto every one that hath shall be given : teachers ’ competence profiles regarding the promotion of self ‑ regulated learning moderate the effectiveness of short ‑ term teacher training. In Metacognition and Learning (Issue 2021). Springer US. https://doi.org/10.1007/s11409-021-09271-x
Edy, S., & Uchtiawati, S. (2021). Research article islamic worldview conceptions of Muhammadiyah elementary school East Java teacher on the leadership of the principal and student learning outcomes. Turkish Journal of Computer and Mathematics Education, 12(11), 976–991. https://doi.org/https://doi.org/10.17762/turcomat.v12i11.5988
Feraco, T., Resnati, D., Fregonese, D., Spoto, A., & Meneghetti, C. (2023). An integrated model of school students’ academic achievement and life satisfaction. Linking soft skills, extracurricular activities, self-regulated learning, motivation, and emotions. European Journal of Psychology of Education, 38(1), 109–130. https://doi.org/10.1007/s10212-022-00601-4
Gandía-carbonell, N., Molla-esparza, C., Lorente, S., Viguer, P., & Losilla, J. (2025). Strategies to assess and promote the socio- emotional competencies of university students in the socio-educational and healthcare fields : A scoping review. 1–28. https://doi.org/10.1371/journal.pone.0324531
Garzón-Artacho, E., Sola-Martínez, T., Romero-Rodríguez, J.-M., & Gómez-García, G. (2021). Teachers’ perceptions of digital competence at the lifelong learning stage. Heliyon, 7(7), e07513. https://doi.org/https://doi.org/10.1016/j.heliyon.2021.e07513
Gradellini, C., Gómez-cantarino, S., & Dominguez-isabel, P. (2021). Cultural Competence and Cultural Sensitivity Education in University Nursing Courses . A Scoping Review. 12(September), 1–13. https://doi.org/10.3389/fpsyg.2021.682920
Gupta, S. K., & Srivastava, T. (2024). Assessment in Undergraduate Competency-Based Medical Education : A Systematic Review. 16(4), 1–18. https://doi.org/10.7759/cureus.58073
Hastasari, C., Setiawan, B., & Aw, S. (2022). Students’ communication patterns of islamic boarding schools: the case of Students in Muallimin Muhammadiyah Yogyakarta. Heliyon, 8(1), e08824. https://doi.org/10.1016/j.heliyon.2022.e08824
Howard, B., Diug, B., & Ilic, D. (2022). Methods of teaching evidence-based practice: a systematic review. BMC Medical Education, 22(1), 1–26. https://doi.org/10.1186/s12909-022-03812-x
Huizen, T. Van, & Jacobs, M. (2025). Teacher bias or measurement error ?
Jia, X. F., & Wu, W. Q. (2025). The integration of psychological education and moral dilemmas from a value perspective. BMC Psychology, 13(1). https://doi.org/10.1186/s40359-025-03197-8
Jowett, S., Warburton, V. E., Beaumont, L. C., & Felton, L. (2023). Teacher–Student relationship quality as a barometer of teaching and learning effectiveness: Conceptualization and measurement. British Journal of Educational Psychology, 93(3), 842–861. https://doi.org/10.1111/bjep.12600
Kamaruddin, M., Effendi, M., & Mohd, E. (2021). Development and Validation of Psychometric Properties of the 10 IB Learner Profile Instrument ( 10IBLP-I ): A Combination of the Rasch and Classical Measurement Model. 1–20. https://doi.org/https://doi.org/10.3390/ijerph18126455
Kar, S. S., Dube, R., George, B. T., Bairy, L. K., Hajeer, A. H., Ibrahim, I., & Matalka, A. (2025). Implementation of United Arab Emirates competency framework for medical education in undergraduate medical curriculum. BMC Medical Education. https://doi.org/10.1186/s12909-025-07342-0
Khaldun, I. (n.d.). The Muqaddimah: An Introduction to History – Abridged Edition (N. J. Dawood (ed.)). Princeton University Press. https://doi.org/https://doi.org/10.2307/j.ctvwh8dcw
Lemetti, T., Pakarinen, A., Salminen, L., Virtanen, H., & Haapa, T. (2023). Instruments assessing nurse educator’s competence: A scoping review. Nursing Open, 10(4), 1985–2002. https://doi.org/10.1002/nop2.1479
Masuwai, A., Zulkifli, H., & Hamzah, M. I. (2024). Self-assessment for continuous professional development: The perspective of Islamic Education. Heliyon, 10(19), e38268. https://doi.org/10.1016/j.heliyon.2024.e38268
Moghadasi, J., & Keikavoosi-Arani, L. (2025). Psychometric properties of the questionnaire for educational justice assessment-student perspective (QEJA-SP) as a reliable tool to inform managers about students’ perceptions. BMC Medical Education, 25(1). https://doi.org/10.1186/s12909-025-07173-z
Mulang, H. (2021). The Effect of Competences , Work Motivation , Learning Environment on Human Resource Performance. 1, 84–93.
Murray, J. S., Lee, J., Larson, S., Range, A., Scott, D., Clifford, J., Js, M., & Lee, J. (2023). Requirements for implementing a ‘ just culture ’ within healthcare organisations : an integrative review. 1–8. https://doi.org/10.1136/bmjoq-2022-002237
Ng, D. T. K., Leung, J. K. L., Su, J., Ng, R. C. W., & Chu, S. K. W. (2023). Teachers’ AI digital competencies and twenty-first century skills in the post-pandemic world. Educational Technology Research and Development, 71(1), 137–161. https://doi.org/10.1007/s11423-023-10203-6
Nur, F., Zabidi, M., Rahman, N. A., & Halim, L. (2021). Integration of Islamic Values for Environmental Conservation : An Analysis of School Textbooks. 1–18.
OECD. (2021). Pushing the frontiers with AI, blockchain, and robots. https://www.oecd.org/en/publications/oecd-digital-education-outlook-2021_589b283f-en.html
Ordoñez-Avila, R., Salgado Reyes, N., Meza, J., & Ventura, S. (2023). Data mining techniques for predicting teacher evaluation in higher education: A systematic literature review. Heliyon, 9(3). https://doi.org/10.1016/j.heliyon.2023.e13939
Otaya, L. G., Yahiji, K., & Rasimin, R. (2025). The Indonesian Journal of the Social Sciences Assessment of Teachers ’ Ability to Develop Hots -Based Test Items : A GRM Analysis. Jurnal Ilmiah Peuradeun The, 13(3), 1995–2018.
Prasetyono, H., Abdillah, A., Widiarto, T., & Sroyono, H. (2018). Character-Based Economic Learning Implementation And Teacher’s Reinforcement On Student’s Affective Competence In Minimizing Hoax. Cakrawal Pendidikan, 37(3), 426–435.
Rahman, N. A. (2025). Competency-Based and Ethical Assessment Models in Contemporary Islamic Pedagogy. Sinergi International Journal of Islamic Studies, 3(1), 57–69. https://doi.org/10.61194/ijis.v3i1.710
Ramírez-Montoya, M. S., Loaiza-Aguirre, M. I., Zúñiga-Ojeda, A., & Portuguez-Castro, M. (2021). Characterization of the teaching profile within the framework of education 4.0. Future Internet, 13(4), 1–17. https://doi.org/10.3390/fi13040091
Reimers, F., Schleicher, A., Saavedra, J., & Tuominen, S. (2020). Supporting the continuation of teaching and learning during the COVID-19 Pandemic. In Oecd. globaled.gse.harvard.edu. https://globaled.gse.harvard.edu/files/geii/files/supporting_the_continuation_of_teaching.pdf
Romijn, B. R., Slot, P. L., & Leseman, P. P. M. (2021). Increasing teachers’ intercultural competences in teacher preparation programs and through professional development: A review. In Teaching and Teacher Education. Elsevier. https://www.sciencedirect.com/science/article/pii/S0742051X2031427X
Sailer, M., Stadler, M., Schultz-Pernice, F., Franke, U., Schöffmann, C., Paniotova, V., Husagic, L., & Fischer, F. (2021). Technology-related teaching skills and attitudes: Validation of a scenario-based self-assessment instrument for teachers. Computers in Human Behavior, 115, 106625. https://doi.org/10.1016/j.chb.2020.106625
Santoso, M. A. F., & Khisbiyah, Y. (2021). Islam-based peace education: values, program, reflection and implication. Indonesian Journal of Islam and Muslim Societies, 11(1), 185–207. https://doi.org/10.18326/ijims.v11i1.185-207
Ste, M. (2021). Education . Towards Personal Growth and Positive Mental.
Sutiyan, O. S. J., Sutiyan, D. R. R. J., Adlin, A., Irawan, D., & Ardha, M. A. Al. (2022). Eksistensi Muhammadiyah Dalam Pengembangan Kompetensi Guru. At-Ta’lim : Media Informasi Pendidikan Islam, 21(2), 130–140. https://doi.org/10.29300/attalim.v21i1.2775
Syarif, I., Supriyanto, A., Hadi, S., & Sunandar, A. (2026). Integrating Islamic Values in Community Service : Strengthening Competence and Character in Vocational Education. Nazhruna, 9(1), 129–146.
Taylor, T. A. H., Kemp, K., Mi, M., & Lerchenfeldt, S. (2023). Self-directed learning assessment practices in undergraduate health professions education: a systematic review. Medical Education Online, 28(1). https://doi.org/10.1080/10872981.2023.2189553
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(12), 16017–16040. https://doi.org/10.1007/s10639-023-11848-9
Umar, M., S, W. Q., Ma’arif, M. A., Ismail, F., & Rahman, R. (2025). Revitalization Of Islamic Character Values In Local Folklore And Its Implication On Character Education. Ulumuna, 29(1), 188–220.
Villegas, C. J., Hernando, E., Rincon, H., Camilo, J., & Beltran, G. (2025). Assessment of professionalism in undergraduate and graduate medical education : a scoping review. https://doi.org/10.1186/s12909-025-07756-w
Wang, L. (2022). Exploring the Relationship Among Teacher Emotional Intelligence , Work Engagement , Teacher Self-Efficacy , and Student Academic Achievement : A Moderated Mediation Model. 12(January). https://doi.org/10.3389/fpsyg.2021.810559
Yang, J., Reheman, Z., Liu, Y., & Zhao, S. (2023). Applying Rasch analysis in refinement and validation of interpersonal skills measure for gifted children. August, 1–9. https://doi.org/10.3389/fpsyg.2023.1236640
Yu, X., An, M., & Zhao, X. (2023). Development of preservice teachers’ competence beliefs, career values, and perceptions of teaching as a profession: A longitudinal study. Heliyon, 9(3), e13918. https://doi.org/10.1016/j.heliyon.2023.e13918
Zafar, S. (2025). Assessment in Islamic Perspective : Balancing Knowledge, Intention Character, and Accountability. The Critical Review of Social Sciences Studies, 3(3), 198–204. https://doi.org/10.59075/h8npr269
140
Views
107
Downloads