Euler : Jurnal Ilmiah Matematika, Sains dan Teknologi
EULER: Volume 10 Issue 2 December 2022

Analisis Faktor-Faktor yang Memengaruhi Angka Partisipasi Kasar SMA/Sederajat di Indonesia Menggunakan Regresi Ridge

Utriweni Mukhaiyar (Kelompok Keahlian Statistika, FMIPA, Institut Teknologi Bandung, Bandung, Indonesia)
Ferdy Rontos (Program Studi Magister Pengajaran Matematika, FMIPA, Institut Teknologi Bandung, Bandung, Indonesia)
Kurnia Handoko (Program Studi Magister Pengajaran Matematika, FMIPA, Institut Teknologi Bandung, Bandung, Indonesia)
Salma Kardiyanti (Program Studi Magister Pengajaran Matematika, FMIPA, Institut Teknologi Bandung, Bandung, Indonesia)



Article Info

Publish Date
13 Nov 2022

Abstract

One indicator of education in Indonesia is the gross enrollment ratio (GER). Based on data from Statistics Indonesia, the GER at the senior high school level in Indonesia is still low compared to the GER at primary and junior high schools. Summarizing the findings of prior studies, the factors affecting GER include the number of schools, percentage of poor population, education budget, and student-teacher ratio. Therefore, this study aims to examine the variables that affect GER in Indonesian senior high schools. Since multicollinearity between the predictor variables was identified, ridge regression was employed. This study found that the number of senior high schools, the percentage of the poor population, and the education budget simultaneously had a significant effect and contributed 71.39% to the GER at the senior high school level in Indonesia. It is remarkable to observe that, partially, the number of senior high schools, the percentage of poor people, and the education budget had no direct effect on the GER. Additionally, there was a positive correlation between the variables and GER. The number of senior high schools and the education budget have a favorable impact. In contrast, the percentage of poor people has a negative effect on GER. Meanwhile, the student-teacher ratio does not have a linear relationship with the GER at the senior high school level in Indonesia.

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Journal Info

Abbrev

Euler

Publisher

Subject

Computer Science & IT Mathematics

Description

Euler : Jurnal Ilmiah Matematika, Sains dan Teknologi is a national journal intended as a communication forum for mathematicians and other scientists from many practitioners who use mathematics in the research. Euler disseminates new research results in all areas of mathematics and their ...