Autonomous Learning In Mathematics Statistical Learning Materials For Junior High School Students

Jajang Rahmatudin; Yaya S Kusumah; Bambang Avip Priatna

doi:10.24235/eduma.v14i1.18441

Autonomous Learning In Mathematics Statistical Learning Materials For Junior High School Students

Jajang Rahmatudin^(1*), Yaya S Kusumah⁽²⁾, Bambang Avip Priatna⁽³⁾,

(1) Universitas Pendidikan Indonesia Universitas Muhammadiyah Cirebon
(2) Universitas Pendidikan Indonesia
(3) Universitas Pendidikan Indonesia
(*) Corresponding Author

Abstract

This study investigates students' learning autonomy in mathematics education, recognizing its importance in fostering critical thinking, problem-solving, and lifelong learning skills. A descriptive qualitative method was used to explore the level of independence among junior high school students in Cirebon Regency. The research involved 33 students who completed a learning independence questionnaire consisting of 30 items covering 8 indicators, such as initiative, responsibility, self-regulation, and goal-setting. Data were analyzed using a percentage formula to interpret student responses. The findings show that two indicators scored below the minimum sufficient level, indicating a lack of independence in certain aspects of learning. The remaining indicators met the sufficient criteria. Overall, the average percentage of student learning independence was 64.63%, which falls into the "sufficient" category. In terms of individual classification, 3 students demonstrated good independence, 22 were categorized as sufficient, 6 as poor, and 2 as very poor. These results suggest that while most students show a moderate level of autonomy, there remains a significant need for improvement. Teachers should implement learning strategies that promote self-directed learning and internal motivation to enhance students’ autonomy, particularly in mathematics, where independent learning is key to mastering complex concepts

Keywords

Learning autonomy, Mathematics; Junior high school

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DOI: 10.24235/eduma.v14i1.18441

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