An Exploratory Factor Analysis of Classroom Management and Student Learning Motivation in Senior High Schools
DOI:
https://doi.org/10.58737/jpled.v5i2.469Keywords:
Classroom management, Learning motivation, Exploratory Factor Analysis (EFA)Abstract
This study is motivated by the importance of understanding students’ perceptions of classroom management and learning motivation, as both aspects play a crucial role in achieving educational goals at the senior high school level. The purpose of this research is to develop and examine the construct validity of an instrument designed to measure students’ perceptions of classroom management and learning motivation. The method employed was Exploratory Factor Analysis (EFA), applied to data collected through questionnaires distributed to high school students. The analysis revealed seven emerging factors, six of which had significant item loadings. The Kaiser-Meyer-Olkin (KMO) value of 0.58 and a significant Bartlett's test result indicated that the data were suitable for further factor analysis. The identified factors represent various essential dimensions within the context of classroom management and student motivation. Based on these findings, it can be concluded that the developed instrument demonstrates adequate construct validity and can serve as a relevant measurement tool in the context of senior high school education.
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Adams, T., Koster, B., & Brok, P. den. (2022). Patterns in student teachers’ learning processes and outcomes of classroom management during their internship. Teaching and Teacher Education, 120. https://doi.org/10.1016/j.tate.2022.103891
Ahmad, A., Habib Ratu Perwira Negara, Kiki Riska Ayu Kurniawati, & Farah Heniati Santosa. (2019). Meningkatkan Motivasi Dan Prestasi Belajar Matematika Siswa Melalui Kegitan Bimbingan Belajar. JPMB : Jurnal Pemberdayaan Masyarakat Berkarakter, 2(2), 189–198. https://doi.org/10.36765/jpmb.v2i2.14
Ahmad, A., Negara, H. R. P., & Kurniawati, K. R. A. (2022). Meningkatkan Prestasi Belajar Matematika Siswa dengan Menggunakan Model Pembelajaran Kooperatif Tipe Team Game Turnament. Jurnal El-Hikam.
Ajigoena, A. M., & Hisbullah, H. (2022). Management of Madrasah Leadership. Kontigensi : Jurnal Ilmiah Manajemen, 10(2). https://doi.org/10.56457/jimk.v10i2.320
Cholifah, P. S., Nuraini, N. L. S., Mahanani, P., & Rini, T. A. (2021). Designing online social interaction instrument based on assessment as learning. Proceedings - 2021 7th International Conference on Education and Technology, ICET 2021, 241–246. https://doi.org/10.1109/ICET53279.2021.9575067
Cholilah, M., Tatuwo, A. G. P., Komariah, & Rosdiana, S. P. (2023). Pengembangan Kurikulum Merdeka dalam Satuan Pendidikan Serta Implementasi Kurikulum Merdeka pada Pembelajaran Abad 21. Sanskara Pendidikan Dan Pengajaran, 1(02). https://doi.org/10.58812/spp.v1i02.110
Ghani, N. H. M., Abdullah, S., Ismail, M. K., Ahmad, N., Affandi, S., Azmin, N. A. M., & Manaf, S. M. A. (2022). An Exploratory Factor Analysis on the Open and Distance Learning among University Students during the COVID-19 Pandemic in Malaysia. Asian Journal of University Education, 18(3). https://doi.org/10.24191/ajue.v18i3.18956
Huang, D., Jiang, F., Li, K., Tong, G., & Zhou, G. (2022). Scaled PCA: A New Approach to Dimension Reduction. Management Science, 68(3). https://doi.org/10.1287/mnsc.2021.4020
Kaiser, H. F. (1974). An index of factorial simplicity. Psychometrika, 39(1). https://doi.org/10.1007/BF02291575
Kania, N., Rais, R., Manoppo, Y., Yusron, A., Zega, Y., Nurbaya, Nuraeni, Z., Ahmad, Munif, A., Sulfiati, Y., Anas, Suwenti, R., Maghfirah, G., Listiani, H., Dedi, & Mursidin. (2023). Evaluasi Pendidikan (Sebuah Tinjauan Kritis). In Edupedia Publisher.
Muntu, D. F., Yuliana, O. Y., & Tarigan, Z. J. H. (2023). The Influence of Digital Literacy on Learning Effectiveness Through Classroom Management. Petra International Journal of Business Studies, 6(1). https://doi.org/10.9744/petraijbs.6.1.42-52
Mustari, M., & Muhammad, I. (2023). Analysis of Classroom Management in Learning Quality, Affective Support and Cognitive Activation at Junior High School. Jurnal Pendidikan, 15(3).
Nasidi, Q. Y., Ahmad, M. F., & Dahiru, J. M. (2022). Exploring Items for Measuring Social Media Construct: An Exploratory Factor Analysis. Journal of Intelligent Communication, 2(1). https://doi.org/10.54963/jic.v2i1.53
Nirmala Sari, R. (2022). Manajemen Kelas dalam Meningkatkan Efektivitas Pembelajaran. Jurnal Pendidikan Tambusai, 6(1).
Nuryami, N. (2024). Numeracy literacy of junior high school students in implementing the Merdeka mathematics learning curriculum. Alifmatika: Jurnal Pendidikan Dan Pembelajaran Matematika, 6(1), 63–77. https://doi.org/10.35316/alifmatika.2024.v6i1.63-77
Omar Hamalik. (2021). Proses Belajar Mengajar. Bumi Aksara.
Pandra, V., Kartowagiran, B., & Sugiman. (2021). Instrument test development of mathematics skill on elementary school. Mathematics and Statistics, 9(2). https://doi.org/10.13189/ms.2021.090204
Rahayu, R. (2022). Implementasi Teori Pembelajaran Konstruktivistik Di Sekolah Dasar. Pendidikan Nilai Kajian Teori Dan Praktik Di Sekolah, II(3).
Rusandi, H. (2023). Problema Guru Dalam Mengatasi Masalah Kesulitan Belajar Siswa Kelas VII MTs. 5(1).
Sabrina, R. (2021). Manajemen Sumber Daya Manusia : Unggul , Kreatif , dan Inovatif di Era Revolusi Industri 4 . 0 Human Resource Management : Excellence , Creative and Innovative in the. 22(2), 216–222. https://doi.org/10.30596/jimb.v22i2.7703
Salabi, A. (2016). Konsepsi Manajemen Kelas: Masalah dan Pemecahannya. Jurnal Tarbiyah (Jurnal Ilmiah Kpendidikan), 5(2).
Salam, M. (2020). WhatsApp: Kehadiran, Aktivitas Belajar, dan Hasil Belajar. In Jurnal Pendidikan Matematika (Vol. 11, Issue 2, p. 198). FKIP Universitas Halu Oleo. https://doi.org/10.36709/jpm.v11i2.11675
Sanjaya Putra, I. G., & Renda, N. T. (2022). Instrumen Penilaian Sikap Spiritual dan Sikap Sosial Siswa Kelas IV Sekolah Dasar Tema Indahnya Keberagaman di Negeriku. Jurnal Pedagogi Dan Pembelajaran, 5(2). https://doi.org/10.23887/jp2.v5i2.46833
Steffensky, M., Gold, B., Holdynski, M., & Möller, K. (2015). Professional Vision of Classroom Management and Learning Support in Science Classrooms—Does Professional Vision Differ Across General and Content-Specific Classroom Interactions? International Journal of Science and Mathematics Education, 13(2). https://doi.org/10.1007/s10763-014-9607-0
Wusqo, I. U., Setiawati, F. A., Istiyono, E., & Mukhson, A. (2022). Exploratory Factor Analysis of Environmental Awareness Assessment based on Local Wisdom by Using Summated Rating and Likert Scale. Jurnal Penelitian Dan Pembelajaran IPA, 8(2). https://doi.org/10.30870/jppi.v8i2.15935
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