Analysis of Students' Critical Thinking Skills Through Active Learning Strategy at Senior High School
DOI:
10.29303/jppipa.v12i8.15651Published:
2026-08-31Downloads
Abstract
In the 21st century, critical thinking skills have become a crucial competency in physics education for understanding the concepts behind complex natural phenomena; however, prior research has rarely explored digital-based learning models specifically capable of measuring improvements in these skills among students. This research aims to determine the critical thinking skills of students through the application of active learning strategies at senior high school twenty-two Makassar. The type of research is quantitative research with a descriptive survey method to obtain data. The population in this research was all class eleventh students with a physics interest at senior high school twenty-two Makassar, which consists of ten classes with a total of three hundred fifty-one students. The sampling technique used in this research was purposive sampling. The sample of this research was one hundred thirty-nine students. The variables in this research were critical thinking skills and active learning strategies. The data obtained showed that the critical thinking skills of students were mostly in the low category with a percentage reaching sixty-eight percent. The factors that made the scores of students' critical thinking skills predominantly in the low category were the application of active learning strategies in physics subjects that were not optimal because they are accustomed to memorizing, have little mastery of concepts, and are not trained in critical thinking. These findings indicate that a limited understanding of concepts and a lack of opportunities to practice critical thinking may contribute to students' low critical thinking skills. Implications for physics teachers or curriculum developers regarding the optimization of active learning strategies to enhance critical thinking skills
Keywords:
Active learning strategy Critical thinking skill Survey method Physics learning Quantitative descriptive researchReferences
Ariadila, N., S., Yessi, F., Firda, H., dkk. (2020). Analisis Pentingnya Keterampilan Berpikir Kritis Terhadap Pembelajaran bagi Siswa. Jurnal Ilmiah Wahana Pendidikan, 9(20), 664-669 https://doi.org/10.5281/zenodo.8436970
Arini, W. & Juliadi, F. (2018) Analisis kemampuan berpikir kritis pada mata pelajaran fisika untuk pokok bahasan Vektor siswa kelas X SMA Negeri 4 Lubuklinggau, Sumatera Selatan. Berkala Fisika Indonesia, 10(1), 1-11.
Arizkah, N. (2019). Penerapan Pembelajaran Berbasis Masalah terhadap Keterampilan Berpikir Kritis Peserta Didik SMAN 5 Soppeng. Jurnal Sains dan Pendidikan Fisika, 14(3), 56-63. https://doi.org/10.35580/jspf.v14i3.10123 DOI: https://doi.org/10.35580/jspf.v14i3.10123
Azka, Z., M., Masrukan, M. & Tri, S., N., A. (2024). Kemampuan Berpikir Kritis Siswa Model Problem Based Learning dengan Asesmen Dinamis Berpendekatan Pembelajaran Berdiferensiasi Ditinjau dari Kemandirian Belajar. Jurnal Cendikia: Jurnal Pendidikan Matematika. 8(2), 1259-1272. https://doi.org/10.31004/cendekia.v8i2.3255
Baur, M., & Scheuermann, T. (2024). Integrating climate change fluid dynamics into high school physics enhances students' systemic critical thinking skills regarding global environmental challenges. International Journal of Science Education, 46(2), 241–263.
BSNP. (2017). Kurikulum Tingkat Satuan Pendidikan. Jakarta: BSNP
Cohen, L., Manion, L., & Morrison, K. (2018). Research methods in education (8th ed.). Routledge. DOI: https://doi.org/10.4324/9781315456539
Creswell, J. W., & Creswell, J. D. (2023). Research design: Qualitative, Quantitative, and Mixed Methods Approaches (6th ed.). SAGE Publications
Dhina, M., A & Mubaroq, S., R. (2017). Efektifitas Model Pembelajaran Investigasi Kelompok Untuk Meningkatkan Keterampilan Proses Sains dan Keterampil Berpikir Kritis Siswa SMA. Jurnal Pendidikan Fisika, 5(2), 1-19. https://doi.org/10.26618/jpf.v5i2.605 DOI: https://doi.org/10.26618/jpf.v5i2.605
Jamil, M., Hafeez, F. A., & Muhammad, N. (2024). Critical thinking development for 21st century: Analysis of physics curriculum. Journal of Physics Education Trends, 12(1), 45-56. DOI: https://doi.org/10.56976/jsom.v3i1.45
Kuo, Y. H., & Wu, L. T. (2025). Evaluating AI-generated physics solutions requires high-level critical thinking and epistemological understanding, preventing reliance on automated misinformation. Computers & Education, 198 (1), 104-118.
Kousa, P., et al. (2022). Critical thinking in physics education serves as the bedrock for socio-scientific reasoning, enabling students to evaluate clean energy transitions and climate data objectively. Journal of Research in Science Teaching, 59(4), 512–535.
Kurniawan, N., A., Hidayah, N., & Rahman, D., H. (2021). Analisis Kemampuan Berpikir Kritis Siswa SMK. Jurnal Pendidikan: Teori, Penelitian, Dan Pengembangan, 6(3), 334-338.
http://dx.doi.org/10.17977/jptpp.v6i3.14579 DOI: https://doi.org/10.17977/jptpp.v6i3.14579
Lubis, A., et al. (2025). Enhancing critical thinking in physics education through AI: A systematic literature review of trends and pedagogical implications. Jurnal Pendidikan dan Ilmu Fisika, 5(2), 343-354. DOI: https://doi.org/10.52434/jpif.v5i2.43353
Merianti, M. (2025). Implementasi model inquiry-based learning dalam pembelajaran fisika untuk meningkatkan keterampilan berpikir kritis. Satedik: Jurnal Sains, Teknik, Ekonomi, dan Pendidikan, 1(1), 27–35. DOI: https://doi.org/10.51878/learning.v5i1.4311
Nurdin, M., & Utama, S. (2026). Identification of generative AI usage profiles and implications for students' critical thinking skills in physics learning. JPPS (Jurnal Penelitian Pendidikan Sains), 15(2), 112-125
Nurul A., W. (2024). Analisis kemampuan Berpikir Kritis Peserta Didik di SMAN 1 Gowa. Universitas Negeri Makassar. DOI: https://doi.org/10.59562/semnasdies.v1i1.1163
Permata, A., R., Muslim, M., & Suyana, I. (2019). Analisis Kemampuan Berpikir Kritis Siswa SMA pada Materi Momentum Dan Impuls. In Prosiding Seminar Nasional Fisika (E-Journal), 8(1), SNF2019-PE. DOI: https://doi.org/10.21009/03.SNF2019.01.PE.02
Rahma. (2017). Analisis Berpikir Kritis Peserta didik Dengan Pembelajaran Socrates Konstektual di SMP Negeri 1 Padangratu Lampung Tengah. Lampung: Universitas Islam Negeri Raden Intan Lampung
Rahman, F., & Hakim, L. (2026). False understanding in AI-assisted physics problem solving: Theoretical framework on epistemic outsourcing and cognitive short-circuiting. Physics Education Journal, 61(4), 104-115
Ramdani, A., et al. (2025). Analisis problematika pembelajaran fisika konvensional terhadap rendahnya keterampilan berpikir tingkat tinggi (HOTS) siswa SMA. Jurnal Inovasi Pembelajaran Fisika, 15(3), 294–300.
Samaila, J., et al. (2024). Flipped classroom model combined with problem-based learning: Fostering deeper learning and critical analytical skills. International Journal of Educational Research Trends, 9(1), 158–172.
Sarip, N., Kaharuddin, A., & Pariabti, P. (2022). Analisis Keterampilan Berpikir Kritis Peserta Didik Kelas X di SMAN 10 Makassar. Jurnal Sains Dan Pendidikan Fisika (JSPF), 18(3), 291-299. https://doi.org/10.35580/jspf.v18i3.31668 DOI: https://doi.org/10.35580/jspf.v18i3.31668
Sinatra, G. M., & Hofer, B. K. (2023). Physics education must shift toward digital scientific literacy: Critical thinking helps students debunk pseudo-scientific claims rampant on digital platforms. Educational Psychologist, 58(2), 93–105.
Sugiyono. (2018). Metode Penelitian Kuantitatif, Kualitatif, dan R&D. Bandung: Alfabeta.
Sugiyono. (2016). Metode Penelitian, Pendekatan Kuantitatif, Kualitatif, dan R&D. Bandung: Alfabeta.
Sutrisno, E., dkk. (2026). Probing AI-generated physics solutions and preparing students to critique automated reasoning. Journal of Research in Science Teaching, 63(3), 415-429
Tan, K. L., & Chen, J. H. (2026). Investigating the influence of generative AI integration within a Problem-Based Learning framework on physics undergraduate critical thinking. Journal of Technology and Science Education, 16(1), 78-92
Wahid, S. (2025). Analisis Hasil Belajar Mahasiswa pada Mata Kuliah Praktikum Fisika Dasar. Jurnal Ilmiah ECOSYSTEM, 25(2), 499-510. https://doi.org/10.35965/eco.v25i2.7030 DOI: https://doi.org/10.35965/eco.v25i2.7030
Zulva, R., Ristanto, S., & Khoiri, A. (2026). Efektivitas model pembelajaran inovatif berbasis digital dalam mereduksi pembelajaran berpusat pada guru pada kelas fisika abad ke-21. Educational Science and Physics Review, 6(2), 6100–6112
License
Copyright (c) 2026 Pariabti Palloan, Syamsul Wahid, A Sri Astika Wahyuni, Jusriana

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with Jurnal Penelitian Pendidikan IPA, agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution 4.0 International License (CC-BY License). This license allows authors to use all articles, data sets, graphics, and appendices in data mining applications, search engines, web sites, blogs, and other platforms by providing an appropriate reference. The journal allows the author(s) to hold the copyright without restrictions and will retain publishing rights without restrictions.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in Jurnal Penelitian Pendidikan IPA.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).

