Examining the predictors of teacher performance: A SEM-PLS analysis of self-development programs and competence among senior high school teachers
DOI:
https://doi.org/10.64171/JAES.6.2.14-20Keywords:
Teacher Development, Teacher Competence, Teacher Performance, Senior High SchoolsAbstract
This study examined the influence of Teacher Self-Development Programs and Teacher Competence on teacher performance in senior high schools in Java, with a focus on Mathematics and Bahasa Indonesia teachers. The study was motivated by persistent challenges in instructional quality and the need to understand the factors that shape teacher performance within Indonesia’s evolving educational landscape. A quantitative approach was employed using a variance-based Structural Equation Modeling (SEM-PLS) design, complemented by data from national assessments and policy documents to strengthen contextual interpretation. A total of 400 teachers were selected through purposive sampling, and data were collected using a structured questionnaire based on validated reflective indicators. The measurement model demonstrated satisfactory reliability and validity, while the structural model revealed that Teacher Competence had a strong and significant direct effect on teacher performance. Teacher Self-Development Programs showed a marginally significant effect but contributed meaningfully when combined with competence, resulting in a model that explained 71.7% of the variance in teacher performance. The findings highlight the dominant role of competence in shaping performance and the supportive function of self-development initiatives. The study concludes that strengthening teacher competence, supported by coherent and continuous professional development mechanisms, is essential for improving instructional quality in senior secondary schools.
References
OECD. The future of education and skills: Education 2030 framework. Paris: OECD Publishing; 2018.
Graham J, Flamini M. Teacher quality and students’ post-secondary outcomes. Educational Policy. 2023 May;37(3):800–839. doi:10.1177/08959048211049429
Kawuryan SP, Sayuti SA, Aman A, Dwiningrum SIA. Teachers quality and educational equality achievements in Indonesia. International Journal of Instruction. 2021 Apr 1;14(2):811–830. doi:10.29333/iji.2021.14245a
Tonga FE, Eryiğit S, Yalçın FA, Erden FT. Professional development of teachers in PISA achiever countries: Finland, Estonia, Japan, Singapore and China. Professional Development in Education. 2022 Jan 1;48(1):88–104. doi:10.1080/19415257.2019.1689521
Rahmi I, Rassanjani S. Enhancing teacher quality in Indonesia: The impact of teacher professional development on achieving sustainable development goal 4.c. Social Sciences & Humanities Open. 2025;12:102123. doi:10.1016/j.ssaho.2025.102123
Xie S, Cai J. Teachers’ beliefs about mathematics, learning, teaching, students, and teachers: Perspectives from Chinese high school in-service mathematics teachers. International Journal of Science and Mathematics Education. 2021 Apr;19(4):747–769. doi:10.1007/s10763-020-10074-w
Daryanto, Agung I, Siswantari. MGMP teacher organization empowerment in improving students’ problem solving ability. Journal of Educational and Social Research. 2020 Jan 10;10(1):152. doi:10.36941/jesr-2020-0014
Chang CF, Annisa N, Chen KZ. Pre-service teacher professional education program (PPG) and Indonesian science teachers’ TPACK development: A career-path comparative study. Education and Information Technologies. 2025 May;30(7):8689–8711. doi:10.1007/s10639-024-13160-6
Kim A. Impact of systematic support in teacher education and professional development on training-teaching alignment and instructional quality. Journal for STEM Education Research. 2026 Jan;9(1):33–58. doi:10.1007/s41979-025-00154-3
Revina S, Pramana RP, Bjork C, Suryadarma D. Replacing the old with the new: Long-term issues of teacher professional development reforms in Indonesia. Asian Education and Development Studies. 2023 Nov 14;12(4/5):262–274. doi:10.1108/AEDS-12-2022-0148
Gore J, Lloyd A, Smith M, Bowe J, Ellis H, Lubans D. Effects of professional development on the quality of teaching: Results from a randomised controlled trial of quality teaching rounds. Teaching and Teacher Education. 2017 Nov;68:99–113. doi:10.1016/j.tate.2017.08.007
Krulatz A, Christison M, Lorenz E, Sevinç Y. The impact of teacher professional development on teacher cognition and multilingual teaching practices. International Journal of Multilingualism. 2024 Apr 2;21(2):711–727. doi:10.1080/14790718.2022.2107648
Sari LK, Thomas V, De Backer F, Lombaerts K. Pre-service teachers’ teaching challenges and the transformative learning opportunities during teaching practice in Indonesian remote areas. European Journal of Teacher Education. 2024 May 26;47(3):581–598. doi:10.1080/02619768.2022.2071257
Hobbs L, Porsch R. Teaching out-of-field: Challenges for teacher education. European Journal of Teacher Education. 2021 Oct 20;44(5):601–610. doi:10.1080/02619768.2021.1985280
Aguilar-Mediavilla E, Salvà-Mut F, Imbernon F, Oliver-Trobat MF. Influence of qualifications in initial training on the professional development and motivation of primary teachers in the Balearic Islands. European Journal of Teacher Education. 2023 Mar 15;46(2):308–330. doi:10.1080/02619768.2021.1912005
Chalkiadaki A. A systematic literature review of 21st century skills and competencies in primary education. International Journal of Instruction. 2018 Jul 25;11(3):1–16. doi:10.12973/iji.2018.1131a
Kurniasari D, Hardhienata S, Rubini B. Improving teacher performance through transformational leadership development, pedagogic competency, and achievement motivation. International Journal of Managerial Studies and Research. 2019;7(12). doi:10.20431/2349-0349.0712001
Grindle MS. Politics and policy implementation in the Third World. 3rd ed. Princeton (NJ): Princeton University Press; 2017.
Becker GS. Human capital: A theoretical and empirical analysis with special reference to education. 3rd ed. Chicago: University of Chicago Press; 1993. Available from: https://api.semanticscholar.org/CorpusID:140407623
Almeida JCD. Teacher performance evaluation: The importance of performance standards. International Journal of Computing and Digital Systems in Education. 2017 Mar 30;8(1):2973–2981. doi:10.20533/ijcdse.2042.6364.2017.0404
Kirsten N, Lindvall J, Ryve A, Gustafsson JE. How effective is the professional development in which teachers typically participate? Quasi-experimental analyses of effects on student achievement based on TIMSS 2003–2019. Teaching and Teacher Education. 2023 Oct;132:104242. doi:10.1016/j.tate.2023.104242
Chan KKH, Yung BHW. Developing pedagogical content knowledge for teaching a new topic: More than teaching experience and subject matter knowledge. Research in Science Education. 2018 Apr;48(2):233–265. doi:10.1007/s11165-016-9567-1
Menter I, Assunção Flores M. Teacher education, teacher professionalism and research: International trends, future directions. European Journal of Teacher Education. 2021 Jan 1;44(1):1–4. doi:10.1080/02619768.2020.1850550
Zeng J. A theoretical review of the role of teacher professional development in EFL students’ learning achievement. Heliyon. 2023 May;9(5):e15806. doi:10.1016/j.heliyon.2023.e15806
Avidov-Ungar O. A model of professional development: Teachers’ perceptions of their professional development. Teachers and Teaching. 2016 Aug 17;22(6):653–669. doi:10.1080/13540602.2016.1158955
Shakimova DD, Lawrence KC, Aubakirova ZK. Professional development training can help teachers to build resistance against teaching associated stress. Cogent Education. 2024 Dec 31;11(1):2346049. doi:10.1080/2331186X.2024.2346049
Njenga M. Continuing professional development of vocational teachers in Kenya: Motivations, practices and teacher profiles. International Journal of Educational Research Open. 2023 Dec;5:100282. doi:10.1016/j.ijedro.2023.100282
Sandal AK. Vocational teachers’ professional development in assessment for learning. Journal of Vocational Education & Training. 2023 Aug 8;75(4):654–676. doi:10.1080/13636820.2021.1934721
Zhang X, Admiraal W, Saab N. Teachers’ motivation to participate in continuous professional development: Relationship with factors at the personal and school level. Journal of Education for Teaching. 2021 Oct 20;47(5):714–731. doi:10.1080/02607476.2021.1942804
Irnidayanti Y, Maulana R, Helms-Lorenz M, Fadhilah N. Relationship between teaching motivation and teaching behaviour of secondary education teachers in Indonesia. Journal for the Study of Education and Development. 2020 May;43(2):271–308. doi:10.1080/02103702.2020.1722413
Grammens M, Voet M, Vanderlinde R, Declercq L, De Wever B. A systematic review of teacher roles and competences for teaching synchronously online through videoconferencing technology. Educational Research Review. 2022 Nov;37:100461. doi:10.1016/j.edurev.2022.100461
Baharuddin, Burhan. Urban and rural teacher perspectives on Indonesian educational reform: Challenges and policy implications. Cogent Education. 2025 Dec 31;12(1):2497142. doi:10.1080/2331186X.2025.2497142
Handayani E, Anggara AA, Hapsari I, Lin CT. Developing an instrument and assessing SDGs implementation in Indonesian higher education. International Journal of Sustainable Development and Planning. 2024 Feb 28;19(2):577–590. doi:10.18280/ijsdp.190215.
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