JPMI (Jurnal Pembelajaran Matematika Inovatif)
Vol. 9 No. 5 (2026): JPMI

Pengaruh lingkungan belajar dan kemandirian belajar terhadap prestasi belajar matematika siswa di boarding school

Rahmad Mulia Abdi Lubis (UIN Syekh Ali Hasan Ahmad Addary Padangsidimpuan)
Suparni Suparni (UIN Syekh Ali Hasan Ahmad Addary Padangsidimpuan)
Mariam Nasution (UIN Syekh Ali Hasan Ahmad Addary Padangsidimpuan)
Anita Adinda (UIN Syekh Ali Hasan Ahmad Addary Padangsidimpuan)



Article Info

Publish Date
30 Sep 2026

Abstract

This study aims to analyze the influence of the learning environment and learning independence on the mathematics learning achievement. The research method used in this study is quantitative, with an ex post facto design. The research subjects were 113 eighth-grade students at a boarding school. Research data were collected through questionnaires and tests. Data analysis was conducted using multiple linear regression after meeting the prerequisites of normality, linearity, and multicollinearity. The results showed that the learning environment had a positive and significant effect on student learning achievement, contributing 9.4%, while learning independence contributed 4.7%. Simultaneously, both variables had positive and significant effects, contributing 13.9%. This means that the learning environment and learning independence explained 13.9% of the variation in student learning achievement, while other factors outside the study influenced 86.1%. These findings indicate that improving students' mathematics achievement in boarding schools requires a conducive learning environment and the continuous development of independent learning.

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Journal Info

Abbrev

jpmi

Publisher

Subject

Mathematics

Description

JPMI – Jurnal Pembelajaran Matematika Inovatif publishes original research or theoretical papers about teaching and learning in mathematics education on current science issues, namely: 1. Mathematics educator in elementary, secondary and high school level 2. Mathematics observers and researchers ...