Muhammad Jarnawi
Tadulako University

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The Influence of the Deep Learning Approach on Students' Physics Learning Outcomes Dina Suardin; Haeruddin Haeruddin; Nurul Kami Sani; Muhammad Jarnawi; Muhammad Zaky; Andi Ulfah Khuzaimah
Jurnal Studi Guru dan Pembelajaran Vol. 8 No. 3 (2025): September - Desember 2025
Publisher : Universitas Cokroaminoto Palopo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30605/jsgp.8.3.2025.6833

Abstract

This study aims to analyze the effect of a Deep Learning approach combined with Problem-Based Learning (PBL) on students' physics learning outcomes regarding the topic of the First Law of Thermodynamics. The urgency of this research is based on students' low understanding of the concepts of energy, heat, and work, as well as the high rate of misconceptions that impact physics learning achievement. The research method used a quantitative approach with a quasi-experimental design of the Nonequivalent Control Group Design type. The sample was determined through purposive sampling, consisting of 31 students from class XI H as the experimental group and 28 students from class XI I as the control group at MAN 2 Palu. The research instruments were a learning outcome test (pretest-posttest) and an observation sheet. Data analysis included normality tests, homogeneity tests, hypothesis testing with the Mann-Whitney U Test, and N-Gain calculation. The results showed a significant difference between the experimental and control groups (p = 0.000 < 0.05). The average N-Gain score for the experimental group reached 87.70 (high category), while the control group only reached 69.08 (medium category). Observations of the learning implementation also obtained an average score of 93% (very good category). It can be concluded that the application of the PBL-based Deep Learning approach is effective in improving the understanding of physics concepts, specifically on the material of the First Law of Thermodynamics. This approach is able to foster learning that is more mindful, meaningful, and joyful, making it relevant for supporting the achievement of 21st-century competencies.
Integrating Thinking Styles into Differentiated Instruction: Enhancing Learning Outcomes in Science Education Muhammad Jarnawi; Haeruddin Haeruddin; I Komang Werdhiana; Syamsuriwal Syamsuriwal; Siti Eneng Sururiyatul Mu’aziyah
Integrated Science Education Journal Vol 6 No 1 (2025): January
Publisher : Cahaya Ilmu Cendekia Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37251/isej.v6i1.1328

Abstract

Purpose of the study: This research aims to advance science education by integrating Gregorc’s Thinking Style Model into differentiated instruction, thereby accommodating students’ diverse cognitive needs and improving their academic performance and learning outcomes in science education. Methodology: This study employed a quasi-experimental design conducted at MTs Al-Khairaat Bora, involving 70 students (36 male and 34 female). Thinking styles were identified using the Gregorc Thinking Style Inventory. Differentiated learning modules were developed and implemented, supported by pre-test and post-test assessments, classroom observations, and feedback surveys analyzed quantitatively and qualitatively. Main Findings: This study investigated the distribution of cognitive styles among 70 students, finding that Abstract Random (30.22%) and Concrete Random (28.30%) were the most predominant, followed by Abstract Sequential (16.48%) and Concrete Sequential (11.54%). Instruction tailored to these cognitive styles resulted in an increase in post-test scores for the experimental group (from 65 to 85), surpassing the control group (from 64 to 70). Novelty/Originality of this study: This study integrates Gregorc’s Thinking Style Model with differentiated instruction, offering a novel approach to adapting science education. By identifying students' thinking styles, it enhances engagement and understanding, aligning teaching methods with cognitive preferences. The study contributes to improving educational practices by fostering better learning outcomes for diverse student groups.