The Influence of STEM-Based Learning on Students’ Critical Thinking Skills

Busnawir Busnawir (1), Ming Kiri (2), Chenda Dara (3)
(1) Universitas Halu Oleo, Indonesia,
(2) Asia Commercial Bank, Cambodia,
(3) Cambodia International, Cambodia

Abstract

Background. The integration of Science, Technology, Engineering, and Mathematics (STEM) into education has gained significant attention for its potential to foster students’ critical thinking and problem-solving skills.


Purpose. STEM-based learning emphasizes hands-on, inquiry-driven approaches that encourage students to engage in real-world applications of knowledge. However, the impact of STEM-based learning on students’ critical thinking skills remains a subject of debate.


Method. This study investigates the influence of STEM-based learning on the development of critical thinking skills among high school students. The research employs a quasi-experimental design, with one group of students receiving STEM-based instruction and another following a traditional curriculum. Pre- and post-assessments of critical thinking skills were conducted using standardized critical thinking tests.


Results. The findings reveal that students in the STEM-based learning group showed significant improvements in their critical thinking abilities, particularly in areas such as analysis, evaluation, and problem-solving. In contrast, the traditional curriculum group showed little to no improvement.


Conclusion. The study concludes that STEM-based learning has a positive impact on enhancing students’ critical thinking skills, suggesting that incorporating STEM approaches into educational practices can better prepare students for complex real-world challenges.


 

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References

AlAli, R., Alsoud, K., & Athamneh, F. (2023). Towards a Sustainable Future: Evaluating the Ability of STEM-Based Teaching in Achieving Sustainable Development Goals in Learning. Sustainability (Switzerland), 15(16). Scopus. https://doi.org/10.3390/su151612542

Anwar, R., Elbashir, A. M., Magdy, R., Ahmad, Z., & Al-Thani, N. J. (2024). Effectiveness of STEM based workshop for deaf education: Exploratory study. Heliyon, 10(16). Scopus. https://doi.org/10.1016/j.heliyon.2024.e36012

Astawan, I. G., Suarjana, I. M., Werang, B. R., Asaloei, S. I., Sianturi, M., & Elele, E. C. (2023). STEM-BASED SCIENTIFIC LEARNING AND ITS IMPACT ON STUDENTS’ CRITICAL AND CREATIVE THINKING SKILLS: AN EMPIRICAL STUDY. Jurnal Pendidikan IPA Indonesia, 12(3), 482–492. Scopus. https://doi.org/10.15294/jpii.v12i3.46882

Ati Sumawati, R., Pramita, M., Santanapurba, H., Wiranda, N., & Utami, B. (2021). STEM-Based Interactive Learning Media to Improve Student’s Critical Thinking Skills on Number System Materials. Proc. URICET - Universitas Riau Int. Conf. Educ. Technol., 425–430. Scopus. https://doi.org/10.1109/URICET53378.2021.9865952

Behnamnia, N., Kamsin, A., Ismail, M. A. B., & Hayati, S. A. (2025). Relationship between creative thinking and outcomes in a digital STEM-based learning environment: A mixed methods case study. Thinking Skills and Creativity, 57. Scopus. https://doi.org/10.1016/j.tsc.2025.101816

Carpenter, P. P., Lari, N., Schettig, E., & Sander, D. M. (2017). Engaging middle and high school students in learning STEM through electric vehicles. ASEE Annu. Conf. Expos. Conf. Proc., 2017-June. Scopus. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85030537886&partnerID=40&md5=7faae3ae487ece6264de42c3fa050e02

De la Fuente, C., Neira, A., Machado, Á. S., Delgado-Bravo, M., Kunzler, M. R., de Andrade, A. G. P., & Carpes, F. P. (2024). Local experience of laboratory activities in a BS physical therapy course: Integrating sEMG and kinematics technology with active learning across six cohorts. Frontiers in Neurology, 15. Scopus. https://doi.org/10.3389/fneur.2024.1377222

Dewi, A. K., Rahardjo, S. B., & Utomo, S. B. (2020). Item analysis of an instrument to measure chemistry students’ critical thinking skills based on science, technology, engineering and mathematics (STEM) on solubility and solubility product (KSP) material using the Rasch model. ACM Int. Conf. Proc. Ser. ACM International Conference Proceeding Series. Scopus. https://doi.org/10.1145/3452144.3452150

Doughan, S., & Shahmuradyan, A. (2022). Introducing Second Year Analytical Chemistry Students to Research through Experimental Design in the Undergraduate Teaching Laboratory. Journal of Chemical Education, 99(12), 4001–4007. Scopus. https://doi.org/10.1021/acs.jchemed.2c00248

English, L. D. (2023). Ways of thinking in STEM-based problem solving. ZDM - Mathematics Education, 55(7), 1219–1230. Scopus. https://doi.org/10.1007/s11858-023-01474-7

English, L. D., & Lehmann, T. (2024). Ways of thinking in STEM-based problem solving: Teaching and learning in a new era. Dalam Ways of Think. In STEM-based Probl. Solving: Teach. And Learn. In a New Era (hlm. 292). Taylor and Francis; Scopus. https://doi.org/10.4324/9781003404989

Insani, K., Prihandoko, A. C., Sa’id, I. A., & Safik, M. (2021). Developing of learning tools based on science, technology, engineering, and mathematics (STEM) based on learning community to improve critical thinking ability in class X student’s arithmetic sequences and arithmetic materials. Dalam Suratno null (Ed.), J. Phys. Conf. Ser. (Vol. 1839, Nomor 1). IOP Publishing Ltd; Scopus. https://doi.org/10.1088/1742-6596/1839/1/012020

Ishartono N., Waluyo M., & Kholid M.N. (Ed.). (2022). The level of criticality and visually intelligence of prospective mathematics teacher in designing STEM-based learning. Dalam AIP Conf. Proc. (Vol. 2479). American Institute of Physics Inc.; Scopus. https://doi.org/10.1063/5.0100078

Kadir, W. N. H. W. A., Abdullah, N. S. Y., & Mustapha, I. R. (2019). The application of the fuzzy delphi technique on a component of development of form four STEM-based physics interactive laboratory (I-lab). International Journal of Scientific and Technology Research, 8(12), 2908–2912. Scopus.

Kurbanbekov, B., Nurizinova, M., Ramankulov, S., Yergobek, Y., & Akeshova, M. (2025). STEM-integrated education: Assessment of the liquidity of training future specialists in the engineering and technical fields. International Journal of Innovative Research and Scientific Studies, 8(1), 1077–1086. Scopus. https://doi.org/10.53894/ijirss.v8i1.4532

Macalalag, A. Z., Kaufmann, A., Van Meter, B., Ricketts, A., Liao, E., & Ialacci, G. (2024). Socioscientific issues: Promoting science teachers’ pedagogy on social justice. Disciplinary and Interdisciplinary Science Education Research, 6(1). Scopus. https://doi.org/10.1186/s43031-024-00118-4

Maskur, R., Suherman, S., Andari, T., Anggoro, B. S., Muhammad, R. R., & Untari, E. (2022). The Comparison of STEM approach and SSCS Learning Model for Secondary School-Based on K-13 Curriculum: The Impact on Creative and Critical Thinking Ability. Revista de Educación a Distancia, 22(70). Scopus. https://doi.org/10.6018/red.507701

Misbah null, Sulaeman N.F., Dewantara D., Deta U.A., Dinata P.A.C., Nurhayati null, Ayu H.D., Yusuf I., Haryandi S., & Mahtari S. (Ed.). (2021). National Seminar of Physics Education 2021, SNPF 2021. Dalam J. Phys. Conf. Ser. (Vol. 2104, Nomor 1). IOP Publishing Ltd; Scopus. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85122020268&partnerID=40&md5=6921b0db17bb96534f39172c21e612bd

Nugraheni, F. S. A., Sari, M. W., Wati, I. K., Widyastuti, A., & Kamaliah, K. (2023). Indigenous Knowledge and Its Potential for Junior High School Ethno-STEM Learning. Dalam Indriyanti N.Y. & Sari M.W. (Ed.), AIP Conf. Proc. (Vol. 2540). American Institute of Physics Inc.; Scopus. https://doi.org/10.1063/5.0106474

Nuraeni, F., Amalia, S., & Nugroho, O. F. (2023). Investigating the impact of distance learning with STEM at home strategy on improving elementary school students’ critical thinking skills. Dalam Rosjanuardi R., Gozali S.M., Jupri A., Nandiyanto A.B.D., Samsudin A., & Riza L.S. (Ed.), AIP Conf. Proc. (Vol. 2734, Nomor 1). American Institute of Physics Inc.; Scopus. https://doi.org/10.1063/5.0155627

Nurramadhani, A., & Lathifah, S. S. (2021). Gender differences in science learning: How is students’ questioning quality through STEM based e-module? J. Phys. Conf. Ser., 1806(1). Scopus. https://doi.org/10.1088/1742-6596/1806/1/012134

Pahrudin, A., Alisia, G., Saregar, A., Asyhari, A., Anugrah, A., & Susilowati, N. E. (2021). The effectiveness of science, technology, engineering, and mathematics-inquiry learning for 15-16 years old students based on K-13 Indonesian curriculum: The impact on the critical thinking skills. European Journal of Educational Research, 10(2), 681–692. Scopus. https://doi.org/10.12973/eu-jer.10.2.681

Pane E., Saregar A., & Deta U.A. (Ed.). (2021). Young Scholar Symposium on Science Education and Environment, YSSSEE 2020. Dalam IOP Conf. Ser. Earth Environ. Sci. (Vol. 1796, Nomor 1). IOP Publishing Ltd; Scopus. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85103447529&partnerID=40&md5=f80281f716b681a0676760aafcfa1734

Siper Kabadayi, G., & Sönmez, D. (2024). The Effects of a Robotics Program on Preschool-Students’ Creative Thinking Skills. Hacettepe Egitim Dergisi, 39(3), 260–270. Scopus. https://doi.org/10.16986/HUJE.2024.522

Solihah, P. A., Kaniawati, I., Samsudin, A., & Riandi, R. (2024). DEVELOPMENT OF A TEXTBOOK GLOBAL WARMING (TGW) STEM WITH AN ESD APPROACH IN ANYFLIP TO IMPROVE CRITICAL THINKING AND PROBLEM SOLVING. Journal of Engineering Science and Technology, 19, 214–226. Scopus.

Supriana, E., Widarti, A. N., & Ali, M. (2021). The effectiveness of STEM approach on students’ critical thinking ability in the topic of fluid statics. Dalam Oktavia R., Yusibani E., Mailizar null, Suhartono null, Rahmi null, Elizar null, Irwandi null, Etkina E., Planinsic G., Mansour N., Idris N., O’Donnell C., Kagawa K., Sheffield R., Mistades V.M., & Kaosaiyaporn O. (Ed.), J. Phys. Conf. Ser. (Vol. 1882, Nomor 1). IOP Publishing Ltd; Scopus. https://doi.org/10.1088/1742-6596/1882/1/012150

Supriana, E., Yuliati, L., Widarti, A. N., Ali, M., & Azizah, U. (2019). The influence of STEM-based 7E learning cycle on students critical and creative thinking skills in physics. International Journal of Recent Technology and Engineering, 8(2 Special Issue 9), 761–769. Scopus. https://doi.org/10.35940/ijrte.B1158.0982S919

Tungsombatsanti, A., Ponkham, K., & Somtoa, T. (2018). The results of STEM education methods in physics at the 11th grade level: Light and visual equipment lesson. Dalam Yuenyong C., Sangpradit T., & Chatmaneerungcharoen S. (Ed.), AIP Conf. Proc. (Vol. 1923). American Institute of Physics Inc.; Scopus. https://doi.org/10.1063/1.5019544

Wahbah, M., Alkhidir, T., & Halawani, Y. (2023). Investigating the Connection Between Teachers’ Factors and Students’ Performance in Mathematics: A UAE Case Study. Proc. Front. Educ. Conf. FIE. Proceedings - Frontiers in Education Conference, FIE. Scopus. https://doi.org/10.1109/FIE58773.2023.10343036

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

Yulia, S. R., Pratiwi, Y., & Ramli, R. (2020). Needs analysis in development of physics handout based on STEM approach for 11th grade of senior high school. Dalam Ramli null, F. of M. and N. S. Universitas Negeri Padang Department of Physics, Jl. Prof. Dr. Hamka, Air Tawar, Padang, Yohandri null, F. of M. and N. S. Universitas Negeri Padang Department of Physics, Jl. Prof. Dr. Hamka, Air Tawar, Padang, Wurster C., Abu Bakar S., & F. S. dan M. Universiti Pendidikan Sultan Idris 35900 Tanjung Malim Perak (Ed.), J. Phys. Conf. Ser. (Vol. 1481, Nomor 1). Institute of Physics Publishing; Scopus. https://doi.org/10.1088/1742-6596/1481/1/012054

Yulianti, D., Rusilowati, A., & Nugroho, S. E. (2020). Student worksheets based on Science, Technology, Engineering and Mathematics (STEM) to facilitate the development of critical and creative thinking skills. J. Phys. Conf. Ser., 1567(2). Scopus. https://doi.org/10.1088/1742-6596/1567/2/022068

Yulianti, D., Rusilowati, A., Nugroho, S. E., & Pangesti, K. I. (2019). Science, technology, engineering, and mathematics (STEM) based learning of physics to develop senior high school student’s critical thinking. J. Phys. Conf. Ser., 1321(2). Scopus. https://doi.org/10.1088/1742-6596/1321/2/022029

Zaher, A. A., & Hussain, G. A. (2020). STEAM-based active learning approach to selected topics in electrical/computer engineering. Dalam Cardoso A., Alves G.R., & Restivo T. (Ed.), IEEE Global Eng. Edu. Conf., EDUCON (Vol. 2020-April, hlm. 1752–1757). IEEE Computer Society; Scopus. https://doi.org/10.1109/EDUCON45650.2020.9125367

Zainil, M., Kenedi, A. K., Indrawati, T., & Handrianto, C. (2024). The Influence of STEM-Based Digital Learning on 6C Skills of Elementary School Students. Open Education Studies, 6(1). Scopus. https://doi.org/10.1515/edu-2024-0039

Zakiyah, R. N., Ibrohim, I., & Suwono, H. (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. Dalam Suwono H., Habiddin H., & Rodic D. (Ed.), AIP Conf. Proc. (Vol. 2330). American Institute of Physics Inc.; Scopus. https://doi.org/10.1063/5.0043361

Zhu, Y., Wang, M., & Zhang, Y. (2019). Building Learning Communities among English Learners in STEM Majors—Case Studies of Undergraduates in Chinese Universities. TALE - IEEE Int. Conf. Eng., Technol. Educ. TALE 2019 - 2019 IEEE International Conference on Engineering, Technology and Education. Scopus. https://doi.org/10.1109/TALE48000.2019.9225944

Authors

Busnawir Busnawir
busnawir@uho.ac.id (Primary Contact)
Ming Kiri
Chenda Dara
Busnawir, B., Kiri, M., & Dara, C. (2025). The Influence of STEM-Based Learning on Students’ Critical Thinking Skills. International Journal of Educational Narratives, 3(1), 66–75. Retrieved from https://www.journal.ypidathu.or.id/index.php/ijen/article/view/2157

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