An Analysis of Determinant Factors in the Management of Madrasah Ibtidaiyah in the Archipelago Region

Authors

  • Nur Hasanah Institut Agama Islam Negeri Ambon
  • Ridhwan Latuapo Institut Agama Islam Negeri Ambon
  • Eko Wahyunanto Prihono Institut Agama Islam Negeri Ambon
  • Oscar Ndayizeye Hebei Foreign Studies University

DOI:

https://doi.org/10.31538/ndhq.v10i1.36

Keywords:

Madrasah Ibtidaiyah, Madrasah management, Strategic leadership, Quality assurance, Principal Component Analysis (PCA).

Abstract

This study aims to identify the dominant factors influencing the management of madrasah ibtidaiyah in the archipelago. The research employs a quantitative approach with an ex post facto design, utilizing accreditation data from Madrasah Ibtidaiyah. Twenty-nine madrasahs were selected as samples using purposive sampling, based on the criterion of being accredited between 2021 and 2023 in Maluku Province. Principal Component Analysis (PCA) was applied to analyze analyze the data. The findings reveal that four principal components were identified out of 13 initial components, cumulatively accounting for 83.3% of the total variance. This sample confirms the model’s reliability in explaining madrasah management in the archipelago. These four principal components are: (1) Strategic leadership and madrasah quality assurance (64.9%), (2) Madrasah resource management (7.4%), (3) A conducive madrasah environment (6.3%), and (4) Partnership synergy with madrasah resources (4.7%). Further analysis indicates that strategic leadership and quality assurance exert the most significant influence, which is crucial in ensuring effective Madrasah management and the sustainability of educational quality in the archipelago. The implications of this study suggest that to enhance madrasah management effectiveness, madrasah leaders should reinforce internal quality assurance systems, optimize resource management, establish a conducive learning environment, and foster stronger partnerships with the community and other stakeholders. These findings provide a basis for formulating education policies that are more inclusive and adaptable to the geographical conditions of the archipelago, enabling it to compete effectively.

Author Biography

Eko Wahyunanto Prihono, Institut Agama Islam Negeri Ambon

Corresponding Author

References

Achmad, W. K. S., & Utami, U. (2023). The Synergy of the School Partnership Model in the Success of Educational Transformation. Unima International Conference on Social Sciences and Humanities (UNICSSH 2022), 1247–1253. https://doi.org/10.2991/978-2-494069-35-0_150

Bahar, R., Silvianti, P., & Susetyo, B. (2021). Penggerombolan Mutu SMA/MA per Provinsi Berdasarkan Hasil Akreditasi Menggunakan Metode Fuzzy C-Means. Xplore: Journal of Statistics, 10(3), 271–288. https://doi.org/10.29244/xplore.v10i3.842

BAN S/M Provinsi Maluku. (2021). Laporan Akhir Pelaksanaan Program Akreditasi Sekolah/Madrasah Provinsi Maluku Tahun 2021. LPMP Maluku.

Deroncele-Acosta, A., Jiménez-Chumacero, R. V., Gamarra-Mendoza, S., Brito-Garcías, J. G., Flores-Valdivieso, H. G., Velázquez-Tejeda, M. E., & Goñi-Cruz, F. F. (2023). Trends in Educational Research for Sustainable Development in Postgraduate Education Programs at a University in Peru. Sustainability, 15(6), 5449. https://doi.org/10.3390/su15065449

Donkoh, R., Lee, W. O., Ahoto, A. T., Donkor, J., Twerefoo, P. O., Akotey, M. K., & Ntim, S. Y. (2023). Effects of educational management on quality education in Ghana's rural and urban primary schools. Heliyon, 9(11). https://doi.org/10.1016/j.heliyon.2023.e21325

El Widdah, M. (2022). Madrasah Management Strategy as the Education Base for Religious Cadre. International Journal of Learning, Teaching and Educational Research, 21(11), 227–242. https://doi.org/10.26803/ijlter.21.11.13

Halliwell, P. R., Mitchell, R. J., & Boyle, B. (2023). Leadership effectiveness through coaching: authentic and change-oriented leadership. Plos One, 18(12), e0294953. https://doi.org/10.1371/journal.pone.0294953

Hanaysha, J. R., Shriedeh, F. B., & In’airat, M. (2023). Impact of classroom environment, teacher competency, information and communication technology resources, and university facilities on student engagement and academic performance. International Journal of Information Management Data Insights, 3(2), 100188. https://doi.org/10.1016/j.jjimei.2023.100188

Hawkins, G. T., Chung, C. S., Hertz, M. F., & Antolin, N. (2023). The school environment and physical and social‐emotional well‐being: implications for students and school employees. Journal of School Health, 93(9), 799–812. https://doi.org/10.1111/josh.13375

Huda, K. (2016). Problematika madrasah dalam meningkatkan mutu pendidikan islam. Dinamika Penelitian: Media Komunikasi Penelitian Sosial Keagamaan, 16(2), 309–336. https://doi.org/10.21274/dinamika.2016.16.2.309-336

Isaac, S., & Michael, W. B. (1971). Handbook in research and evaluation. Edit publishers.

Javed, Y., & Alenezi, M. (2023). A case study on sustainable quality assurance in higher education. Sustainability, 15(10), 8136. https://doi.org/10.3390/su15108136

Juhaeni, A., Sanusi, A., Wasliman, I., & Hanafiah, H. (2021). Strategic management of quality improvement of madrasah aliyah graduates in modern islamic boarding schools. Tarbawi: Jurnal Keilmuan Manajemen Pendidikan, 7(01), 33–46. https://doi.org/10.32678/tarbawi.v7i01.4179

Kabwos, C. R., Moige, N. O., & Omwenga, E. N. (2020). Availability and adequacy of learning resources for implementing inclusive education in Belgut Sub-County, Kenya public preschools. European Journal of Education Studies. https://doi.org/10.5281/zenodo.3665750

Kurnaz, F. S. (2020). Some Regression Methods Based on Principal Components. Gümüshane Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 10(3). https://doi.org/10.17714/gumusfenbil.641791

Kurniastuti, I., Setyawan, T. Y., & Sonialopita, S. (2018). Designing essential questions in teaching and learning to deepen understanding and develop students’ awareness of the environment. Jurnal Cakrawala Pendidikan, 37(1). https://doi.org/10.21831/cp.v37i1.15125

Lailia, D. R., Fahyuni, E. F., & Arifin, M. B. U. B. (2021). Management Educational Information System During Pandemic COVID-19 Through Teachers’ Professionalism and Pedagogic. Nidhomul Haq: Jurnal Manajemen Pendidikan Islam, 6(1), 144–162. https://doi.org/10.31538/ndh.v6i1.1341

Litvaj, I., Ponisciakova, O., Stancekova, D., Svobodova, J., & Mrazik, J. (2022). Decision-making procedures and their relation to knowledge management and quality management. Sustainability, 14(1), 572. https://doi.org/10.3390/su14010572

Liu, J., Kang, H., Tao, W., Li, H., He, D., Ma, L., Tang, H., Wu, S., Yang, K., & Li, X. (2023). A spatial distribution–Principal component analysis (SD-PCA) model to assess pollution of heavy metals in soil. Science of The Total Environment, 859, 160112. https://doi.org/10.1016/j.scitotenv.2022.160112

Maesaroh, S. (2018). Manajemen Peningkatan Kompetensi Lulusan Di Madrasah. Jurnal Isema: Islamic Educational Management, 3(1). https://doi.org/10.15575/isema.v3i1.3280

Moeis, F. R. (2022). Unraveling the myth of madrasah formal education quality in Indonesia: a labor quality approach. Educational Research for Policy and Practice, 21(2), 177–200. https://doi.org/10.1007/s10671-021-09298-6

Murni, M., & Saputra, N. (2023). Increasing Academic Achievement through Madrasah Principal Strategies. Nidhomul Haq: Jurnal Manajemen Pendidikan Islam, 8(3), 386–400. https://doi.org/10.31538/ndh.v8i3.4124

Ngu, J. C. Y., Yeo, W. S., Thien, T. F., & Nandong, J. (2024). A comprehensive overview of the applications of kernel functions and data-driven models in regression and classification tasks in the context of software sensors. Applied Soft Computing, 111975. https://doi.org/10.1016/j.asoc.2024.111975

Noe, R. A., Hollenbeck, J. R., Gerhart, B., & Wright, P. M. (2020). Fundamentals of human resource management. McGraw-Hill.

Nuraeni, R., Manggala, T. S., Mutmainah, N. A., & Wulandari, R. T. (2022). The influence of madrasah organizational characteristics on the principal decision-making. AL-TANZIM: Jurnal Manajemen Pendidikan Islam, 6(2), 327–337. https://doi.org/10.33650/al-tanzim.v6i2.3244

Nurhayati, R., Suranto, S., Dwiningrum, S. I. A., Efianingrum, A., Herwin, H., & Haryanto, H. (2022). Principal component analysis on bullying measurement models in schools. Sciences, 17(8), 2771–2781. https://doi.org/https://doi.org/10.18844/cjes.v17i8.7803

Ongere, R. N., & Ogochi, G. (2023). Assessment of the School Resources Availability in Public Day Secondary Schools in Kenya: Case of Manga Sub-County. East African Journal of Education Studies, 6(3), 287–296. https://doi.org/10.37284/eajes.6.3.1561

Pambudi, N. A., & Harjanto, B. (2020). Vocational education in Indonesia: History, development, opportunities, and challenges. Children and Youth Services Review, 115, 105092. https://doi.org/10.1016/j.childyouth.2020.105092

Rahman, M. A., Hossain, M. F., Hossain, M., & Ahmmed, R. (2020). Employing PCA and t-statistical approach for feature extraction and emotion classification from multichannel EEG signal. Egyptian Informatics Journal, 21(1), 23–35. https://doi.org/10.1016/j.eij.2019.10.002

Rahmi, E., Patoni, A., & Sulistyorini, S. (2020). The Management of Human Resources Development in Increasing the Quality of Islamic Education Institutions. Al-Ta Lim Journal, 27(2), 166–178. https://doi.org/10.15548/jt.v27i2.624

Rakhmani, I., & Sakhiyya, Z. (2024). Inequalities and social sciences in neoliberal Indonesia. International Social Science Journal, 74(251), 9–23. https://doi.org/10.1111/issj.12429

Rawal, D. M. (2024). Mapping of school teachers’ digital competency in the context of digital infrastructure: a systematic review and empirical study of India. Journal of Professional Capital and Community. https://doi.org/10.1108/JPCC-01-2024-0016

Salem, N., & Hussein, S. (2019). Data dimensional reduction and principal components analysis. Procedia Computer Science, 163, 292–299. https://doi.org/10.1016/j.procs.2019.12.111

Setiawan, R., Hadi, S., & Aman, A. (2024). Psychometric properties of learning environment diagnostics instrument. Journal of Education and Learning (EduLearn), 18(3), 690–698. https://doi.org/10.11591/edulearn.v18i3.21310

Skinner, B., Leavey, G., & Rothi, D. (2021). Managerialism and teacher professional identity: Impact on well-being among teachers in the UK. Educational Review, 73(1), 1–16. https://doi.org/10.1080/00131911.2018.1556205

Sugiri, U. (2022). The leadership of the Head of Madrasah in Improving the Quality of Education. Nidhomul Haq: Jurnal Manajemen Pendidikan Islam, 7(2), 295–306. https://doi.org/10.31538/ndh.v7i2.2184

Sumi, S. S., Mondal, B. K., Jahan, N., Seddeque, A., & Hossain, M. T. (2022). Determinants of academic achievement at secondary levels: a study in Magura district of Bangladesh. MOJEM: Malaysian Online Journal of Educational Management, 10(1), 21–44.

Symaco, L. P., & Bustos, M. T. A. P. (2022). Overview of Education in the Philippines. In International Handbook on Education in South East Asia (pp. 1–27). Springer. https://doi.org/10.1007/978-981-16-8136-3_1-2

Tambrin, M., Wasliman, I., Hanafiah, H., & Mudrikah, A. (2021). Implement and evaluate teachers’ performance supervision at Madrasah Aliyah (Islamic Senior High School). Journal of Education Research and Evaluation, 5(4), 645–655. https://doi.org/10.23887/jere.v5i4.32941

Ünel, F. B., & Yalpir, S. (2019). Reduction of mass appraisal criteria with principal component analysis and integration to GIS. International Journal of Engineering and Geosciences, 4(3), 94–105. https://doi.org/10.26833/ijeg.458430

Wakano, A., Latuapo, R., Lapele, F., & Prihono, E. W. (2024). Measuring Teacher Personality Competence: Era 5.0 Challenges for Teachers in Indonesian Archipelago. AL-ISHLAH: Jurnal Pendidikan, 16(3), 4047–4057. https://doi.org/10.35445/alishlah.v16i3.4713

Warisno, A., & Hidayah, N. (2022). Investigating principals’ leadership to develop teachers’ professionalism at madrasah. AL-TANZIM: Jurnal Manajemen Pendidikan Islam, 6(1), 603–616. https://doi.org/10.33650/al-tanzim.v6i2.3570

Wentzell, P. D., Giglio, C., & Kompany-Zareh, M. (2021). Beyond principal components: A critical comparison of factor analysis methods for subspace modelling in chemistry. Analytical Methods, 13(37), 4188–4219. https://doi.org/10.1039/D1AY01124C

Widjaja, G., Supriani, Y., bin Zainal Badri, K. N., Bangkara, B. A., & Zuhri, M. I. I. (2022). Improving The Quality of Madrasas Through Financial Management. Nidhomul Haq: Jurnal Manajemen Pendidikan Islam, 7(3), 330–343. https://doi.org/10.31538/ndh.v7i3.2606

Yu, Y., Appiah, D., Zulu, B., & Adu-Poku, K. A. (2024). Integrating Rural Development, Education, and Management: Challenges and Strategies. Sustainability, 16(15), 6474. https://doi.org/10.3390/su16156474

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Published

2025-05-05

How to Cite

Hasanah, N., Latuapo, R., Prihono, E. W., & Ndayizeye, O. (2025). An Analysis of Determinant Factors in the Management of Madrasah Ibtidaiyah in the Archipelago Region. Nidhomul Haq : Jurnal Manajemen Pendidikan Islam, 10(1), 279–292. https://doi.org/10.31538/ndhq.v10i1.36

Issue

Vol. 10 No. 1 (2025): Transformative Islamic education management

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Copyright (c) 2025 Ridhwan Latuapo, Nur Hasanah, Eko Wahyunanto Prihono, Oscar Ndayizeye

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