MASALIQ: Jurnal Pendidikan dan Sains
Vol 6 No 5 (2026): MASALIQ: Jurnal Pendidikan dan Sains

Hubungan Penerapan Deep Learning dengan Kemampuan Berpikir Kritis Siswa pada Pembelajaran Informatika di SMPN 9 Pariaman

Selvina Aulia (Unknown)
Zulfani Sesmiarni (Unknown)



Article Info

Publish Date
28 Jul 2026

Abstract

The suboptimal critical thinking skills of students in Informatics learning indicate the need to implement a learning approach that promotes active cognitive engagement, one of which is deep learning based on the principles of mindful, meaningful, and joyful learning. This study aimed to analyze the relationship between the implementation of deep learning and students’ critical thinking skills in Informatics learning at SMPN 9 Pariaman. The study employed a quantitative approach with a descriptive correlational design. The study population comprised all eighth-grade students at SMPN 9 Pariaman, with a sample of 53 students. Data were collected using a questionnaire and analyzed through descriptive analysis, normality testing, linearity testing, and the Pearson product-moment correlation test. The results showed that the implementation of deep learning obtained a mean score of 94.75, whereas critical thinking skills obtained a mean score of 100.47. The correlation test yielded a correlation coefficient of 0.848 with a significance value of p < 0.001, indicating a positive, significant, and very strong relationship between the implementation of deep learning and students’ critical thinking skills. These findings confirm that the better the implementation of mindful, meaningful, and joyful principles in Informatics learning, the higher the students’ critical thinking skills. Therefore, deep learning can serve as a foundation for teachers and schools in designing more effective Informatics learning to develop students’ critical thinking skills.

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Journal Info

Abbrev

masaliq

Publisher

Subject

Religion Education Social Sciences

Description

MASALIQ: Jurnal Pendidikan dan Sains was published by Lembaga Yasin alSys which was published six times a year, January, March, May, July, September and November with a minimum of 5 articles. The journal aims to provide a forum for scholarly understanding of the field of education and plays an ...