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Journal : Journal of Mathematics, Computation and Statistics (JMATHCOS)

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Modeling Grade Point Average (GPA) of Students in IAIN Sultan Amai Gorontalousing Binary Logistic Regression Approach Syilfi; Indriani; Muhammad Obie
Journal of Mathematics, Computations and Statistics Vol. 8 No. 2 (2025): Volume 08 Nomor 02 (Oktober 2025)
Publisher : Jurusan Matematika FMIPA UNM

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35580/jmathcos.v8i2.9377

Abstract

The objective of this study is to construct a model for the Grade Point Average (GPA) of the 2021 cohort of students enrolled in the Faculty of Education and Teacher Training (FITK) IAIN Sultan Amai Gorontalo, and analyze the factors that influence it. GPA modeling uses the binary logistic regression method. Binary logistic regression is a data analysis technique used to test whether or not there is a correlation between the response variable (y) which has two categories or is binary and the predictor variable (x) which has several categories or is polychotomous. This study uses primary data obtained through a questionnaire with a sample size of 190 students from six majors. The response variable in this study is student GPA and there are 8 independent variables studied. Based on the data obtained, the average GPA of 2021 students is 3.13. The results of data processing show that the variables of region of origin (x1), the number of organizations joined (x3), the average length of study per day (x4), and the average length of internet usage per day (x5) significantly affect the GPA of FITK students. The logit model obtained is . The probability function for obtaining a GPA ≥ 3.13 is .
Co-Authors A Halim Abdillah, Muhammad Helmy AGUS RIYANTO Ahmad Ridhay Aini Auliana Amar Arwin Rawin Arwin Sanjaya Baihaqi, M. 'Azizan 'Azmani Danial DIAN LESTARI Dwiana, Nidia Nur Ega Via Ambarwati Erwin Abdul Rahim FAJAR Suhana Saputra Fitriah, Reski Halimah Tussadia Herry Ishwahyudi Hidayati, Ririn Wahyu Husain Sosidi Inda, Nov Irmawati Indriani, Kasil Sri Jufri Khairuddin Khairuddin Khusnul Khatimah Hasrun Kyswantoro, Yunita Firdha Liana, Wendy Linawati, Sri Lestari Linda Rahmawati Mahfud, Chairul Rusyd Mahmud, Usamah Masliyana Mayalisa Diantamaela Moh. Mirzan Muhammad Ansar, Muhammad Muhammad Ardiansyah Muhammad Nur Muhammad Obie Muliati Munandar, Teguh Aris Najma, Siti Noordianty, Andina Syita Nor Faizah Kaeni1 Nur, Raybian Nurakhirawati Nurlaela, Raden Siti Rachman Saleh Rahmina, Faza Alya Risman, Kadar Saharuddin Savitri, Mersya Nurina Seran, Ary Setiawan Sitti Nur Halizah Solfiyeni Solfiyeni Sri Lestari Linawati Sunargo Syilfi Umaya, Rahmi Veni Fatmawati Virginia, Alfanny Widayanti, Erina Wisnu Sinar Pratama Yanti, Dewi Yosef Lucy Dwi Prasetya Zubaida Rohmawati