Analisis Faktor – Faktor Yang Mempengaruhi Prestasi Belajar Dengan Menggunakan Metode Regresi Logistik Biner
Keywords:
Analys, Binary Logistic regression, Learning AchievementAbstract
This research aims to know what factors will affect achievement student who study with boarding school system, by “using binary logistic regression method”, this method used for determining opportunities students who will obtain scores below then 7,5, furthermore can be used for analyze element which can be affect for student performance both internal factors although external factors. Internal factors came from oneself whereas external factors came from surroundings students such as, neighborhood, school, or family. Population on this research taken from student who study in Al-Kautsar Islamic boarding school in the school year from 2021 until 2022. This research used method by survey to Pondok Pesantren Al-Kautsar boarding school and giving them questionnaire paper to each student. The questionnaire contains X variable which is a factor that will be affected to learning achievement with independent variable parent’s education, duration of study, how many memorizations, sequence of family member, student status, intension of parents visiting, gender, and the last is student allowance. And for Y variable with data retrieval directly with responsible teacher. Software that used in this research is SPSS, classification determination model is 76,9% this results obtained with “Binary Logistic Regression”
References
Lomu, L., & Widodo, S. A. (2018). Pengaruh motivasi belajar dan disiplin belajar terhadap prestasi belajar matematika siswa. Prosiding Seminar Nasional Pendidikan Matematika Etnomatnesia, 0(0), 745–751.
Sodik, M., Sahal, Y. F. D., & Herlina, N. H. (2019). Pengaruh Kinerja Guru dalam Pelaksanaan Pembelajaran terhadap Prestasi Belajar Siswa pada Mata Pelajaran Alquran Hadis. Jurnal Penelitian Pendidikan Islam, 7(1), 97. https://doi.org/10.36667/jppi.v7i1.359.
Enus, G. E., Aulele, S. N., & Wattimena, a. Z. (2020). Analisis Faktor-Faktor Yang Mempengaruhi Prestasi Akademik Mahasiswa Jurusan Matematika FMIPA UNPATTI Dengan Menggunakan Regresi Logistik Biner. Jurnal Riset Matematika, Statistika Dan Terapanya (PARAMETER), 1(November), 1–6.
Marna, M., Saftari, M., Jana, P., & Maxrizal, M. (2021). Analisis Regresi Logistik Biner Untuk Memprediksi Faktor Internal Dan Eksternal Terhadap Indeks Prestasi. Delta: Jurnal Ilmiah Pendidikan Matematika, 9(1), 47. https://doi.org/10.31941/delta.v9i1.1251.
Shaputra, R. D. (2019). Implementasi regresi linier untuk prediksi penjualan dan cash flow pada aplikasi point of sales restoran.
Khoiriyah, M., & Atim, S. (n.d.). Hubungan Antara Pemanfaatan Penggunaan Bantuan Operasional Sekolah Dengan Prestasi Belajar Siswa Di Min Pucangsimo Bandarkedungmulyo Jombang Masnuatul Khoiriyah, Atim S, Muhtadi.
Kirana, I. O. (2019). Pengaruh Waktu Pembelajaran dan Motivasi Belajar terhadap Hasil Belajar Statistika pada Mahasiswa STIKOM Tunas Bangsa Pematangsiantar. Journal of Chemical Information and Modeling, 53(9), 1689–1699.
Rubiana, E. P., & Dadi, D. (2020). Faktor-Faktor Yang Mempengaruhi Motivasi Belajar Ipa Siswa Smp Berbasis Pesantren. Bioed : Jurnal Pendidikan Biologi, 8(2), 12. https://doi.org/10.25157/jpb.v8i2.4376.
Pasaribu, R. (2019). Pengaruh Hafalan Al-Qur’an Terhadap Kedisiplinan Belajar Dan Prestasi Belajar Pada Siswa Sd Muhammadiyah Suronatan Yogyakarta. G-Couns: Jurnal Bimbingan Dan Konseling, 2(2), 173–187. https://doi.org/10.31316/g.couns.v2i2.66.
Andini, M. J., Keguruan, F., Ilmu, D., Program, P., & Bimbingan, S. (2021). the Influence of Parents ’ Attention To Student Learning Outcomes At Elementary.
