Bridging Minds: Systematic Literature Review of STEM Approaches in Cultivating Critical Thinking in Science Education

Authors

Bintan Nuril Irvaniyah , Parno , Marlina Ali

DOI:

10.29303/jppipa.v11i10.12646

Published:

2025-10-25

Downloads

Abstract

This study systematically reviews STEM-based learning models and media designed to enhance students’ critical thinking skills. A total of 27 Scopus-indexed articles published between 2020 and 2024 were analyzed using a systematic literature review (SLR) approach. The analysis focused on publication trends, thematic emphases, key findings, and implementation challenges. Results indicate that STEM integration through models such as Problem-Based Learning (PBL) and Inquiry-based learning supports the development of several critical thinking indicators, especially explanation, inference, and decision-making. Quantitative findings from some studies show that improvements are often moderate, with the indicator of advance clarification consistently emerging as the weakest. Media such as worksheets and e-modules are found to facilitate structured inquiry and independent learning, yet their effectiveness remains constrained by limited teacher readiness, short implementation cycles, and challenges in interdisciplinary integration. STEM-based learning contributes positively to critical thinking development, though its impact varies across indicators and contexts. Future studies are recommended to design and evaluate targeted learning models, such as the Clarity Learning Model (CLM), which focuses on strengthening advance clarification while supporting other critical thinking dimensions.

Keywords:

Critical thinking, Design-based learning, Learning models, Science education, STEM

References

Abelha, M., Fernandes, S., Mesquita, D., Seabra, F., & Ferreira-Oliveira, A. T. (2020). Graduate Employability and Competence Development in Higher Education—A Systematic Literature Review Using PRISMA. Sustainability, 12(15), 5900. https://doi.org/10.3390/su12155900

AlZahrani, A. (2024). A Proposed Unit Based on the STEM Approach: Developing 21st-Century Skills Among Middle-School Students. In Journal of Educational and Social Research, 14(2), 319–335. https://doi.org/10.36941/jesr-2024-0046

Ananda, L. R., Rahmawati, Y., & Khairi, F. (2023). Critical thinking skills of Chemistry students by integrating design thinking with STEAM-PjBL. Journal of Technology and Science Education, 13(1), 352. https://doi.org/10.3926/jotse.1938

Anggraeni, D., Prahani, B., Suprapto, N., Shofiyah, N., & Jatmiko*, B. (2023). Systematic Review of Problem Based Learning Research in Fostering Critical Thinking Skills. Thinking Skills and Creativity. https://doi.org/10.1016/j.tsc.2023.101334

Anwar, P. I., Usmeldi, -, & Asrizal, -. (2023). Effects of STEM Integration in Science Learning on Critical Thinking and Creative Thinking Skills: A Meta-Analysis. Jurnal Penelitian Pembelajaran Fisika, 9(2), 231. https://doi.org/10.24036/jppf.v9i2.122493

Ardianti, S., Sulisworo, D., Pramudya, Y., & Raharjo, W. (2020). The Impact of the Use of STEM Education Approach on the Blended Learning to Improve Student’s Critical Thinking Skills. Universal Journal of Educational Research, 8(3B), 24–32. https://doi.org/10.13189/ujer.2020.081503

Eja. (2020). Profile of students’ critical thinking ability in project based learning integrated science technology engineering and mathematics. In Journal of Physics: Conference Series (Vol. 1521, Issue 2). https://doi.org/10.1088/1742-6596/1521/2/022042

Galvez, G., Killilea, D. W., Berry, S., Narayanaswami, V., & Fung, E. B. (2024). Increasing STEM Skills, Knowledge and Interest Among Diverse Students: Results from an Intensive Summer Research Program at the University of California, San Francisco. Innovative Higher Education, 49(4), 645–664. https://doi.org/10.1007/s10755-024-09701-z

Gusman, T. A., Novitasari, N., & Yulina, I. K. (2023). Effect of STEM Integrated Problem-Based Learning Model on Students’ Critical Thinking Skills on Electrolyte and Non-Electrolyte Solution Materials. Jurnal Penelitian Pendidikan IPA, 9(10), 8911–8917. https://doi.org/10.29303/jppipa.v9i10.5163

Handayani, E. S. (2021). Development of STEM-integrated physics e-module to train critical thinking skills: The perspective of preservice teachers. In IOP Conference Series: Earth and Environmental Science (Vol. 1796, Issue 1). https://doi.org/10.1088/1742-6596/1796/1/012100

Hartini, S. (2020). Developing of students worksheets through STEM approach to train critical thinking skills. In Journal of Physics: Conference Series (Vol. 1567, Issue 4). https://doi.org/10.1088/1742-6596/1567/4/042029

Hidayat, R., Nugroho, I., Zainuddin, Z., & Ingai, T. A. (2024). A systematic review of analytical thinking skills in STEM education settings. Information and Learning Sciences, 125(7/8), 565–586. https://doi.org/10.1108/ILS-06-2023-0070

Huang, B., Jong, M. S.-Y., King, R. B., Chai, C.-S., & Jiang, M. Y.-C. (2022). Promoting Secondary Students’ Twenty-First Century Skills and STEM Career Interests Through a Crossover Program of STEM and Community Service Education. Frontiers in Psychology, 13, 903252. https://doi.org/10.3389/fpsyg.2022.903252

Isdi̇anti̇, M., Nasrudi̇N, H., & Erman, E. (2021). The effectiveness of STEM based inquiry learning packages to improving students’ critical thinking skill. Journal for the Education of Gifted Young Scientists, 9(3), 223–232. https://doi.org/10.17478/jegys.832239

Jariyah, I. A., & Husamah, H. (2024). Profile Analysis of Critical Thinking Ability of Science Education Study Program Students. Prisma Sains : Jurnal Pengkajian Ilmu Dan Pembelajaran Matematika Dan IPA IKIP Mataram, 12(1), 1. https://doi.org/10.33394/j-ps.v12i1.9183

Khairati, K., Artika, W., Sarong, M. A., Abdullah, A., & Hasanuddin, H. (2021). Implementation of STEM-Based Experiential Learning to Improve Critical Thinking Skills on Ecosystem Materials. Jurnal Penelitian Pendidikan IPA, 7(4), 752–757. https://doi.org/10.29303/jppipa.v7i4.850

Kurniahtunnisa, K., Anggraito, Y. U., Ridlo, S., & Harahap, F. (2023). STEM-PjBL Learning: The Impacts on Students’ Critical Thinking, Creative Thinking, Communication, and Collaboration Skills. Jurnal Penelitian Pendidikan IPA, 9(7), 5007–5015. https://doi.org/10.29303/jppipa.v9i7.2985

Kurniati, R. D. (2021). E-module development based on PBL integrated STEM assisted by social media to improve critical thinking skill: A preliminary study. In IOP Conference Series: Earth and Environmental Science (Vol. 1796, Issue 1). https://doi.org/10.1088/1742-6596/1796/1/012077

Lamont, P. (2020). The construction of “critical thinking”: Between how we think and what we believe. History of Psychology. https://doi.org/10.1037/hop0000145

Lubna. (2023). Evaluation of STEM students’ critical thinking in terms of cognitive style through problem-based distance learning. In Journal of Education and e-Learning Research (Vol. 10, Issue 3, pp. 557–568). https://doi.org/10.20448/jeelr.v10i3.4972

Mater, N. R., Haj Hussein, M. J., Salha, S. H., Draidi, F. R., Shaqour, A. Z., Qatanani, N., & Affouneh, S. (2022). The effect of the integration of STEM on critical thinking and technology acceptance model. Educational Studies, 48(5), 642–658. https://doi.org/10.1080/03055698.2020.1793736

Monika, P. S., Suharno, S., & Rahmasari, L. (2023). Effectiveness of Science Technology Engineering Mathematics Problem Based Learning (STEM PBL) and Science Technology Engineering Mathematics Project Based Learning (STEM PjBL) to Improve Critical Thinking Ability. Jurnal Penelitian Pendidikan IPA, 9(11), 9593–9599. https://doi.org/10.29303/jppipa.v9i11.4910

Musametov, B. (2021). Critical Thinking. History and Philosophy of Logic, 42, 97–99. https://doi.org/10.1080/01445340.2021.1882784

Nandiyanto, A. B. D., Al Husaeni, D. F., & Al Husaeni, D. N. (2023). Introducing ASEAN Journal for Science and Engineering in Materials: Bibliometric Analysis. Journal of Advanced Research in Applied Mechanics, 112(1), 102–113. https://doi.org/10.37934/aram.112.1.102113

Nehru, N., Purwaningsih, S., Riantoni, C., Ropawandi, D., & Novallyan, D. (2024). Mapping students’ thinking systems in critical thinking based on stem project-based learning experiences. Jurnal Ilmiah Ilmu Terapan Universitas Jambi, 8(1), 136–144. https://doi.org/10.22437/jiituj.v8i1.32027

Nilyani, K., Asrizal, A., & Usmeldi, U. (2023). Effect of STEM Integrated Science Learning on Scientific Literacy and Critical Thinking Skills of Students: A Meta-Analysis. Jurnal Penelitian Pendidikan IPA, 9(6), 65–72. https://doi.org/10.29303/jppipa.v9i6.2614

Nurhikmayati, I., Kusumah, Y. S., & Darhim, D. (2024). Mathematical Critical Thinking Skills through STEM/STEAM Approach: A Systematic Literature Review. The Eurasia Proceedings of Educational and Social Sciences, 145–160. https://doi.org/10.55549/epess.810

Nurramadhani, A. (2021). Gender differences in science learning: How is students’ questioning quality through STEM based e-module? In Journal of Physics: Conference Series (Vol. 1806, Issue 1). https://doi.org/10.1088/1742-6596/1806/1/012134

Olszewski‐Kubilius, P. (2023). Front‐loading STEM enrichment to prepare learners for STEM pathways. Annals of the New York Academy of Sciences, 1520(1), 161–169. https://doi.org/10.1111/nyas.14948

Oyewo, O. A. (2022). Harnessing Project-Based Learning to Enhance STEM Students’ Critical Thinking Skills Using Water Treatment Activity. In Education Sciences (Vol. 12, Issue 11). https://doi.org/10.3390/educsci12110780

Parno. (2021). The increase of students’ critical thinking abilities on optical instrument topic through pbl-stem with virtual simulation media. In Journal of Physics: Conference Series (Vol. 1918, Issue 5). https://doi.org/10.1088/1742-6596/1918/5/052067

Permanasari, A., Rubini, B., & Nugroho, O. F. (2021). STEM Education in Indonesia: Science Teachersâ€TM and Studentsâ€TM Perspectives. Journal of Innovation in Educational and Cultural Research, 2(1), 7–16. https://doi.org/10.46843/jiecr.v2i1.24

Pertiwi, N. P., Saputro, S., Yamtinah, S., & Kamari, A. (2024). Enhancing Critical Thinking Skills Through STEM Problem-Based Contextual Learning: An Integrated E-Module Education Website With Virtual Experiments. Journal of Baltic Science Education, 23(4), 739–766. https://doi.org/10.33225/jbse/24.23.739

Pratiwi, R., & Doyan, A. (2024). Effect of Science Learning on Students’ Critical Thinking Ability: A Review. International Journal of Science Education and Science, 1(1), 1–5. https://doi.org/10.56566/ijses.v1i1.105

Prayogi, S. (2024). Inquiry vs. Inquiry-Creative: Emphasizing Critical Thinking Skills of Prospective STEM Teachers in the Context of STEM Learning in Indonesia. In Education Sciences (Vol. 14, Issue 6). https://doi.org/10.3390/educsci14060593

Purnamasari, D. (2020). Analysis of STEM-PBL based e-module needs to improve students’ critical-thinking skills. In Journal of Physics: Conference Series (Vol. 1511, Issue 1). https://doi.org/10.1088/1742-6596/1511/1/012096

Purwaningsih, E. (2020). Improving students’ critical thinking skills in senior high school through STEM-integrated modeling instruction. In AIP Conference Proceedings (Vol. 2215). https://doi.org/10.1063/5.0000776

Putri, M. E., Ahda, Y., Anhar, A., & Putri, D. H. (2023). Effect of Problem-Based Learning Models and Prior Knowledge toward Critical Thinking Skills on Human Digestive and Circulatory System. Jurnal Penelitian Pendidikan IPA, 9(5), 3905–3914. https://doi.org/10.29303/jppipa.v9i5.3697

Rahmawati, Y. (2021). Developing the critical thinking skills of vocational school students in electrochemistry through STEM - Project-based learning (STEM-PjBL). In AIP Conference Proceedings (Vol. 2331). https://doi.org/10.1063/5.0041915

Raj, T., Chauhan, P., Mehrotra, R., & Sharma, M. (2022). Importance of Critical Thinking in the Education. World Journal of English Language. https://doi.org/10.5430/wjel.v12n3p126

Rizki, A., Khaldun, I., & Pada, A. U. T. (2021). Development of Discovery Learning Student Worksheets to Improve Students’ Critical Thinking Skills in Chemical Balance Materials. Jurnal Penelitian Pendidikan IPA, 7(4), 707–711. https://doi.org/10.29303/jppipa.v7i4.829

Rohman, M. H. (2024). Effectiveness of Ethnoecological-STEM Project-Based Learning Model to Improve Critical Thinking Skills, Creativity, and Science Concept Mastery. International Journal of Cognitive Research in Science, Engineering and Education, 12(3), 521–534. https://doi.org/10.23947/2334-8496-2024-12-3-521-534

Sahabudin, A., Andriani, P., & Ghazali, M. (2024). Effect of STEM-Based Mathematics Learning on Critical Thinking Ability of Elementary School Students. Jurnal Pendidikan Matematika (JPM), 10(1), 01–09. https://doi.org/10.33474/jpm.v10i1.20390

Sari, I. P. (2020). Instructional materials for optical matter based on STEM-CP (Science, Technology, Engineering, Mathematics-Contextual Problem) to increase student critical thinking skills in high school. In Journal of Physics: Conference Series (Vol. 1563, Issue 1). https://doi.org/10.1088/1742-6596/1563/1/012052

Sari, R. M., Sumarmi, S., Astina, I. K., Utomo, D. H., & Ridhwan, R. (2021). Increasing Students Critical Thinking Skills and Learning Motivation Using Inquiry Mind Map. International Journal of Emerging Technologies in Learning (iJET), 16(03), 4. https://doi.org/10.3991/ijet.v16i03.16515

Sarwi, S. (2024). Science learning STEM-R approach: A study of students’ reflective and critical thinking. Journal of Education and Learning (EduLearn), 18(2), 462-470. https://doi.org/10.11591/edulearn.v18i2.21080

Shanta, S., & Wells, J. G. (2022). T/E design based learning: Assessing student critical thinking and problem solving abilities. International Journal of Technology and Design Education, 32(1), 267–285. https://doi.org/10.1007/s10798-020-09608-8

Sharma, M., Doshi, B., Verma, M., & Verma, A. K. (2022). Strategies for Developing Critical-Thinking Capabilities. World Journal of English Language. https://doi.org/10.5430/wjel.v12n3p117

Simonovic, B., Vione, K., Stupple, E., & Doherty, A. (2023). It is not what you think it is how you think: A critical thinking intervention enhances argumentation, analytic thinking and metacognitive sensitivity. Thinking Skills and Creativity. https://doi.org/10.1016/j.tsc.2023.101362

Sulisworo, D., & Kaliappen, N. (2021). Evaluation of STEM-Based Physics Learning on Students’ Critical Thinking Skills: A Systematic Literature Review. Indonesian Review of Physics (IRiP), 4(2), 61. https://doi.org/10.12928/irip.v4i2.3814

Susongko, P., Bhandari, R., Kusuma, M., Arfiani, Y., & Pratama, D. (2024). Community Critical Thinking Skills Framework: A Literature Review Study. Journal of Innovation in Educational and Cultural Research, 5(1), 35–42. https://doi.org/10.46843/jiecr.v5i1.978

Sutarto. (2021). Development of student worksheets based on STEM approach to improve students’ critical thinking skills. In Journal of Physics: Conference Series (Vol. 2104, Issue 1). https://doi.org/10.1088/1742-6596/2104/1/012009

Tan, A.-L., Ong, Y. S., Ng, Y. S., & Tan, J. H. J. (2023). STEM Problem Solving: Inquiry, Concepts, and Reasoning. Science & Education, 32(2), 381–397. https://doi.org/10.1007/s11191-021-00310-2

Verma, R. M., Devi, M., Bishnoi, S., & Jain, R. K. C. (2022). Critical Thinking Process and Its Effect on Engineering. World Journal of English Language. https://doi.org/10.5430/wjel.v12n3p149

Weng, X., Chiu, T. K. F., & Jong, M. S. Y. (2022). Applying Relatedness to Explain Learning Outcomes of STEM Maker Activities. Frontiers in Psychology, 12, 800569. https://doi.org/10.3389/fpsyg.2021.800569

Widyawati, A., Kuswanto, H., Suyanto, S., & Zhanbyrbaevna, T. M. (2024). STEM Learning Model’s Impact on Enhancing Critical Thinking Skills and Motivation: A Literature Review. International Journal of Religion, 5(3), 200–204. https://doi.org/10.61707/kc4x8954

Wintribrata, B. H., Indriyanti, D. R., & Fianti, F. (2025). Research Trends in Virtual Laboratories Based on STEM in Science Learning and Their Impact on Science Process Skills through Bibliometric Analysis (2020-2024) and The Contribution of Indonesia. Jurnal Penelitian Pendidikan IPA, 11(5), 144–151. https://doi.org/10.29303/jppipa.v11i5.10692

Yaki, A. A. (2022). Fostering Critical Thinking Skills Using Integrated STEM Approach among Secondary School Biology Students. European Journal of STEM Education, 7(1), 06. https://doi.org/10.20897/ejsteme/12481

Yanti, Y. E., Irwandi, Safitri, R., Nizammuddin, Afidh, R. P. F., Muzakiah, Hasrati, Azmi, N., Zainuddin, A. A., Hussain, A. ‘Aatieff A., & Hassan, M. K. A. (2025). Implementing R-STEM and the ISLE Model to Enhance Students’ Conceptual Understanding of Magnetic Induction at Unsyiah Laboratory School. Jurnal Penelitian Pendidikan IPA, 11(3), 760–768. https://doi.org/10.29303/jppipa.v11i3.8665

Yreck, S. (2024). The Effectiveness of STEM Education Programs on Enhancing Critical Thinking Skills Among High School Students in Malaysia. Journal of Asian Multicultural Research for Educational Study, 5(2), 8–16. https://doi.org/10.47616/jamres.v5i2.531

Zakiyah, R. N. (2021). The influence of science, technology, engineering, mathematic (STEM) based biology learning through inquiry learning models towards students’ critical thinking skills and mastery of biological concepts. In AIP Conference Proceedings (Vol. 2330). https://doi.org/10.1063/5.0043361

Zan, A. M., Nilyani, K., Azriyanti, R., Asrizal, A., & Festiyed, F. (2023). Effect of STEM-Based Mathematics and Natural Science Teaching Materials on Students’ Critical and Creative Thinking Skills: A Meta-Analysis. Jurnal Penelitian Pendidikan IPA, 9(6), 54–64. https://doi.org/10.29303/jppipa.v9i6.2678

Zuhaida, A. (2022). Analysis of Students’ Critical Thinking Skills Through Science, Technology, Engineering and Mathematics (STEM) Approach. In AIP Conference Proceedings (Vol. 2600). https://doi.org/10.1063/5.0112996

Author Biographies

Bintan Nuril Irvaniyah, Universitas Negeri Malang

Parno, Universitas Negeri Malang

Marlina Ali, Universiti Teknologi Malaysia

Downloads

Download data is not yet available.

How to Cite

Irvaniyah, B. N., Parno, & Ali, M. (2025). Bridging Minds: Systematic Literature Review of STEM Approaches in Cultivating Critical Thinking in Science Education. Jurnal Penelitian Pendidikan IPA, 11(10), 43–53. https://doi.org/10.29303/jppipa.v11i10.12646