Critical Thinking in Science Learning: Systematic Literature Review

Santri Ramadani(1), Parlindungan Sinaga(2), Winny Liliawati(3),

DOI: https://doi.org/10.46843/jpm.v4i1.378


(1) Physics Education Study Program, Universitas Pendidikan Indonesia, Indonesia
(2) Physics Education Study Program, Universitas Pendidikan Indonesia, Indonesia
(3) Physics Education Study Program, Universitas Pendidikan Indonesia, Indonesia

Abstract

Critical thinking is a vital intellectual skill that enables informed judgments through the analysis of information. Its development in educational settings is essential, particularly in science learning, where analytical reasoning and problem-solving are fundamental. This study aims to analyze Scopus-indexed journal articles (Q1–Q4) that investigate critical thinking in science education. A systematic literature review process was employed to examine 57 empirical papers, encompassing three primary stages: planning, conducting, and reporting. The analysis examined research areas, subject fields, participants, data collection tools, and research methods. The results indicated that most studies employed a quantitative approach, with high school students from medium-sized schools as the primary participants. Essay tests were the most commonly used instruments for measuring critical thinking. The primary research emphasis was on creating and assessing instructional materials, particularly within the realm of physics education. These findings reveal current trends and research gaps, particularly in underexplored topics such as cross-disciplinary integration and assessment strategies. This study contributes to science education by mapping the current research landscape of critical thinking and providing insights that inform future investigations, curriculum design, and instructional innovation.

Keywords

Critical Thinking, Science Learning, Literature Review

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References

Alafnan, M. A. (2025). Enhancing Educational Outcomes Using AlAfnan Taxonomy: Integrating Cognitive, Affective, and Psychomotor Domains. International Journal of Evaluation and Research in Education, 14(3).

Anderson, K., Care, E., Kim, H., & Vista, A. (2018). Education System Alignment for 21st Century Skills: Focus on Assessment. Center for Universal Education at the Brookings Institution.

Andriati, S. L. (2025). Penggunaan Metode Socrates dalam Mengembangkan Pendidikan Tinggi Hukum di Indonesia. Jurnal Hukum & Pembangunan, 54(4).

Arifin, Z., Sukarmin, Saputro, S., & Kamari, A. (2025). The Effect of Inquiry-Based Learning on Students’ Critical Thinking Skills in Science Education: A Systematic Review and Meta-Analysis. Eurasia Journal of Mathematics, Science and Technology Education, 21(3).

Ashari, D. (2023). Analisis Pemanfaatan Media Pembelajaran Augmented Reality (AR) untuk Meningkatkan Keterampilan Berpikir Kritis. Khazanah Pendidikan, 17(1), 176.

Baez, B. (2007). Thinking Critically About the “Critical”: Quantitative Research as Social Critique. New Directions for Institutional Research, 2007(133), 17–23.

Baig, M., Ali, S. K., Ali, S., & Huda, N. (1969). Quality Evaluation of Assessment Tools: OSPE, SEQ & MCQ. Pakistan Journal of Medical Sciences, 30(1), 3–6.

Behar-Horenstein, L. S., & Niu, L. (2011). Teaching Critical Thinking Skills in Higher Education: A Review of the Literature. Journal of College Teaching & Learning (TLC), 8(2), 25–42.

Bhakti, Y. B. (2023). Development of an Assessment Instrument for Critical Thinking Skills in Physics: A Systematic Literature Review. Journal of Physics: Conference Series, 2596(1).

Cahyono, P. E., & Mayasari, T. (2018). Profil Kemampuan Berpikir Kritis Siswa SMK pada Pelajaran Fisika. Prosiding Seminar Nasional Quantum, 25, 307–312.

Cynthia, C., Arafah, K., & Palloan, P. (2023). Development of Interactive Physics E-Module to Improve Critical Thinking Skills. Jurnal Penelitian Pendidikan IPA, 9(5), 3943–3952.

Diva, S. A., & Purwaningrum, J. P. (2023). Strategi Mathematical Habits of Mind Berbantuan Wolfram Alpha untuk Meningkatkan Kemampuan Berpikir Kritis Siswa dalam Menyelesaikan Bangun Datar. Plusminus: Jurnal Pendidikan Matematika, 3(1), 15–28.

Duncan, K. J. (2020). Examining the Effects of Immersive Game-Based Learning on Student Engagement and the Development of Collaboration, Communication, Creativity and Critical Thinking. TechTrends, 64(3), 514–524.

Edward, B. S., Aziz, T. A., & Hakim, L, E. (2023). Implementasi Metode Socrates di Era Pendidikan. Griya Journal of Mathematics Education and Application, 3(1), 188–197.

Facione, P. A., & Facione, N. C. (2013). Critical Thinking for Life. Inquiry: Critical Thinking Across the Disciplines, 28(1), 5–25.

Faridi, H., Tuli, N., Mantri, A., Singh, G., & Gargrish, S. (2021). A Framework Utilizing Augmented Reality to Improve Critical Thinking Ability and Learning Gain of the Students in Physics. Computer Applications in Engineering Education, 29(1), 258–273.

Fauzan, A., Rispawati, R., & Salam, M. (2021). Pengaruh Model Pembelajaran Think Pair Share terhadap Kemampuan Berpikir Kritis Siswa pada Mata Kuliah Demokrasi Pancasila. Journal of Moral and Civic Education, 5(1), 12–21.

Fawaid, A., & Nadifah, N. (2024). Pandangan dan Tantangan Guru dalam Penerapan Metode Socrates untuk Meningkatkan Keterampilan Berpikir Kritis Siswa Sekolah Dasar. Mitra PGMI: Jurnal Kependidikan MI, 10(1), 50–72.

Foote, K., & Martino, S. (2018). Implementing Investigative Labs and Writing Intensive Reports in Large University Physics Courses. The Physics Teacher, 56(7), 466–469.

Fuad, N. M., Zubaidah, S., Mahanal, S., & Suarsini, E. (2017). Improving Junior High Schools’ Critical Thinking Skills Based on Test Three Different Models of Learning. International Journal of Instruction, 10(1), 101–116.

Hadi, S. A., Susantini, E., & Agustini, R. (2018). Training of Students’ Critical Thinking Skills Through the Implementation of a Modified Free Inquiry Model. Journal of Physics: Conference Series, 947(1).

Hastuti, P. W., Nurohman, S., & Setianingsih, W. (2018). The Development of Science Worksheet Based on Inquiry Science Issues to Improve Critical Thinking and Scientific Attitude. Journal of Physics: Conference Series, 1097(1).

Hutsalo, L., Skliar, I., Abrosimov, A., Kharchenko, N., & Ordanovska, O. (2024). Strategies for Developing Critical Thinking and Problem-Based Learning in the Modern Educational Environment. Multidisciplinary Science Journal, 6.

Ismah, I., & Muthmainnah, R. N. (2021). Penerapan Metode Socrates Kontekstual untuk Meningkatkan Tingkat Berfikir Kritis Matematis. FIBONACCI: Jurnal Pendidikan Matematika Dan Matematika, 7(1), 61-68.

Maknun, J. (2020). Implementation of Guided Inquiry Learning Model to Improve Understanding Physics Concepts and Critical Thinking Skill of Vocational High School Students. International Education Studies, 13(6), 117.

Malik, A., & Ubaidillah, M. (2021). Multiple Skill Laboratory Activities: How to Improve Students’ Scientific Communication and Collaboration Skills. Jurnal Pendidikan IPA Indonesia, 10(4), 585–595.

Mutia., Effendi, K. N. S., & Sutirna. (2021). PISA-Like: Uncertainty and Data Content in Statistics Subject with Futsal Context. Journal of Physics: Conference Series, 1778(1).

OECD. (2018). The Future of Education and Skills: Education 2030. OECD Publishing.

Paul, R. W. (1990). Critical Thinking: What, Why, and How. In Critical Thinking: What Every Person Needs to Survive in a Rapidly Changing World (pp. 45–56). Center for Critical Thinking and Moral Critique.

Rahardhian, A. (2022). Kajian Kemampuan Berpikir Kritis (Critical Thinking Skill) dari Sudut Pandang Filsafat. Jurnal Filsafat Indonesia, 5(2), 87–94.

Ramdani, A., Jufri, A. W., Gunawan, Fahrurrozi, M., & Yustiqvar, M. (2021). Analysis of Students’ Critical Thinking Skills in Terms of Gender Using Science Teaching Materials Based on the 5E Learning Cycle Integrated with Local Wisdom. Jurnal Pendidikan IPA Indonesia, 10(2), 187–199.

Rubi, S. B., Qomariyah, S., Neneng, N., Natadireja, U., & Nurafifah, S. (2024). Kolaborasi Metode Diskusi Kelompok dengan Problem Solving Learning untuk Meningkatkan Keterampilan Pemecahan Masalah Siswa pada Materi Aqidah Akhlak. Jurnal Budi Pekerti Agama Islam, 2(2).

Samadun, S., & Dwikoranto, D. (2022). Improvement of Student’s Critical Thinking Ability in Physics Materials Through the Application of Problem-Based Learning. IJORER: International Journal of Recent Educational Research, 3(5), 534–545.

Savran, A. G., & Do?an, H. (2020). The Assessment of the Fifth-Grade Students’ Science Critical Thinking Skills Through Design-Based STEM Education. International Journal of Assessment Tools in Education, 7(4), 690–714.

Seranica, C., Purwoko, A. A., & Hakim, A. (2018). Influence of Guided Inquiry Learning Model to Critical Thinking Skills. Journal of Research & Method in Education, 8(1), 28–31.

Sin, C. (2014). Epistemology, Sociology, and Learning and Teaching in Physics. Science Education, 98(2), 342–365.

Sucipta, I. W., Candiasa, I. M., & Sudirtha, I. G. (2023). Pengaruh Model Pembelajaran Berbasis Masalah Ditinjau dari Gaya Kognitif. Jurnal Penelitian Dan Evaluasi Pendidikan Indonesia, 13(1), 168–178.

Sujanem, R., & Putu, I. N. S. (2023). Problem-Based Interactive Physics E-Module in Physics Learning Through Blended PBL to Enhance Students’ Critical Thinking Skills. Jurnal Pendidikan IPA Indonesia, 12(1), 135–145.

Sunarti, T., Wasis, W., Setyarsih, W., Zainudin, A., & Jauhariyah, M. N. R. (2021). Analysis of the Development of Critical Thinking Instruments Test in Physics. International Joint Conference on Science and Engineering 2021 (IJCSE 2021), 209, 627–634.

Sutiani, A., Situmorang, M., & Silalahi, A. (2021). Implementation of an Inquiry Learning Model with Science Literacy to Improve Student Critical Thinking Skills. International Journal of Instruction, 14(2), 117–138.

Tiruneh, D. T., De Cock, M., Weldeslassie, A. G., Elen, J., & Janssen, R. (2017). Measuring Critical Thinking in Physics: Development and Validation of a Critical Thinking Test in Electricity and Magnetism. International Journal of Science and Mathematics Education, 15(4), 663–682.

Ubaidillah, M., Marwoto, P., Wiyanto, Rusilowati, A., Subali, B., Mindyarto, B. N., & Isnaeni, W. (2022). Development of Habits of Mind Instruments in the Context of Basic Physics Practicum: EFA and Rasch Model. Journal of Educational, Cultural and Psychological Studies, 26.

Wardani, D. K., Martono, T., Pratomo, L. C., Rusydi, D. S., & Kusuma, D. H. (2019). Online Learning in Higher Education to Encourage Critical Thinking Skills in the 21st Century. International Journal of Educational Research Review, 4(2), 146–153.

Wenno, I. H. (2022). The Development of Physics Learning Tools to Improve Critical Thinking Skills. International Journal of Evaluation and Research in Education, 11(2), 863–869.

Xiao, Y., & Watson, M. (2017). Guidance on Conducting a Systematic Literature Review. Journal of Planning Education and Research.

Živkovi?, S. (2016). A Model of Critical Thinking as an Important Attribute for Success in the 21st Century. Procedia - Social and Behavioral Sciences, 232, 102–108.

Zulyusri, Z., Santosa, T. A., Festiyed, F., Yerimadesi, Y., Yohandri, Y., Razak, A., & Sofianora, A. (2023). Effectiveness of STEM Learning Based on Design Thinking in Improving Critical Thinking Skills in Science Learning: A Meta-Analysis. Jurnal Penelitian Pendidikan IPA, 9(6), 112–119.

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