STEM-Based Scientific Learning and Its Impact on Students' Critical and Creative Thinking Skills: An Empirical Study

I. G. Astawan, I. M. Suarjana, B. R. Werang, S. I. Asaloei, M. Sianturi, E. C. Elele

Abstract

This research aims to investigate the potential impact of STEM-based scientific learning on the critical and creative thinking skills of students at Universitas Pendidikan Ganesha in Indonesia. To achieve this goal, we conducted a quasi-experimental research design to collect data. We provided students with hands-on experiences in conducting scientific experiments to solve real-world problems related to energy and air. Data regarding students’ critical thinking skills were gathered through tests, while data about creative thinking skills were obtained by observing students’ performance in mind-mapping exercises. The collected data underwent thorough statistical analysis, including descriptive and inferential techniques. The results of this research show that students taught using the STEM-based scientific learning model outperform those taught using the conventional model (lecturing). Furthermore, inferential statistical research shows that using the STEM-based scientific learning model predicts students’ critical and creative thinking skills considerably. These results imply that using the STEM-based scientific learning model can help students improve their critical and creative thinking skills. This shows the potential to add to the body of literature on the influence of STEM-based scientific learning in developing students’ critical and creative thinking skills. Further, this study can serve as a basic reference for future studies aimed at investigating the influence of STEM-based scientific education on students from various educational backgrounds and cultural settings.

Keywords

creative thinking skill; critical thinking skill; STEM-based scientific

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References

Agung, A. A. G., Sri, A. G. P., & Werang, B. R. (2022). Project-based e-learning and its impact on students’ academic achievement in curriculum development lectures. Mimbar Ilmu, 27(3), 362-369.

Aguilera, D., & Ortiz-Revilla, J. (2021). STEM vs. STEAM Education and Student Creativity: A Systematic Literature Review. Education Sciences. 11, 331.

Amiruddin, B., Juwairiyah, A., & Subhan, S. (2019). STEM education in integrated thematic learning to improve students’ creative thinking skills in elementary schools. Proceedings of the 1st International Seminar on Science, Technology, Engineering, and Mathematics.

Amrilizia, N., Habiddin, H., & Marsuki, M. F. (2022). Improving students’ critical thinking skills using e-modules-contextual teaching and learning (CTL) on the interaction of living organisms with their environment. JODLI: Journal of Disruptive Learning Innovation, 3(2), 65–82.

A’yun, Q., Rusilowati, A., & Lisdiana, L. (2020). Improving students’ critical thinking skills through the STEM digital book. Journal of Innovative Science Education, 9(2), 237-243.

Bailin, S., Case, R., Coombs, J. S., & Daniels, L. B. (2010). Conceptualizing critical thinking. Journal of Curriculum Studies, 31(3), 285–302.

Bauld, A. (2022). Encouraging higher-order thinking skills in students.

Bell, S. (2009). Experimental design. In International Encyclopedia of Human Geography.

Bulu, V. R., & Tanggur, F. (2021). The effectiveness of STEM-based PjBL on student’s critical thinking skills and collaborative attitude. Al-Jabar: Jurnal Pendidikan Matematika, 12(1), 219-228.

Campbell, S., Greenwood, M., Prior, S., Shearer, T., Walkem, K., Young, S., & Walker, K. (2020). Purposive sampling: complex or simple? Research case examples. Journal of Research in Nursing, 25(8), 652–661.

Cherry, R. (2022). How the experimental method works in psychology. Verywell Mind.

Croak, M. (2018). The effects of STEM education on economic growth. Honors Theses. 1705.

Dewey, J. (1910). How we think. Lexington, Massachusetts: D.C. Heath and Company.

Doyan, A., Wahyudi, W. & Aulia, L. D. (2022). Pengaruh model STEM terhadap kreativitas sains peserta didik pada materi suhu dan kalor. Jurnal Penelitian dan Pembelajaran Fisika Indonesia, 4(1), 1-5.

Doyan, A., Melita, A. S., & Makhrus, M. (2023). Increasing critical thinking skills through the development of stem-based physics learning media on temperature and heat. Jurnal Penelitian Pendidikan IPA, 9(6), 4096-4102.

Duran, M., & Şendağ, S. (2012). A preliminary investigation into critical thinking skills of urban high school students: Role of an IT/STEM program. Creative Education, 3(2).

Eroğlu, S., & Bektaş, O. (2022). The effect of 5E-based STEM education on academic achievement, scientific creativity, and views on the nature of science. Learning and Individual Differences, 98: 102181.

Forster, J., (2014). The significance of creativity in our lives. International Journal for Talent Development and Creativity, 3(1), 53–68.

Hacioglu, Y., & Gulhan, F. (2021). The effect of STEM education on the students’ critical thinking skills and STEM perceptions. Journal of Education in Science, Environment, and Health, 7(1), 139-155.

Hebebci, M. T. (2022). The effect of integrated STEM education practices on problem-solving skills, scientific creativity, and critical thinking dispositions. Participatory Educational Research, 9(6), 358-379.

Hitchoock, D. (2017). Critical thinking as an educational ideal. On Reasoning and Argument, pp. 477-497.

Ichsan, I., Suharyat, Y., Santosa, T. A., & Satria, E. (2023). The effectiveness of STEM-based learning in teaching the 21st Century skills in Generation Z in science learning: A meta-analysis. Jurnal Penelitian Pendidikan IPA Indonesia, 9(1), 150-166.

Ilma, A. Z., Wilujeng, I., Widowati, A., Nurtanto, M., & Kholifah, N. (2023). A systematic literature review of STEM education in Indonesia (2016-2021): Contribution to improve skills in 21st-century learning. Pegem Journal of Education and Instruction, 13(2), 134-146.

Iskandar, I., Sastradika, D., Jumadi, J., & Defrianti, D. (2020). Development of creative thinking skills through STEM-based instruction in senior high school student. Journal of Physics: Conference Series, 1567, 1-7.

Islam, S. M. R. (2015). What are the importance and benefits of ‘critical thinking skills’.

Izzah, S. N., Sudarmin, S., Wiyanto, W., & Wardani, S. (2023). Analysis of sciences concept mastery, creative thinking skills, and environmental attitudes after ethno-STEM learning implementation. International Journal of Instruction, 16(3), 777-796.

Karmila, K. (2022). Pengaruh pembelajaran STEM (Science, Technology, Engineering, Mathematics) pada materi fluida terhadap keterampilan berpikir kreatif peserta didik. Graduate Thesis presented to Universitas Muhammadiyah Makasar.

Kencana, M. A., Musri, M., & Syukri, M. (2019). The effect of science, technology, engineering, and mathematics (STEM) on students’ creative thinking skills. Journal of Physics: Conference series, 1460, 1-6.

Khotimah, R. P., Adnan, M., Ahmad, C. N. C., & Murtiyasa, B. (2023). The effectiveness of the STEMDISLEARN module in improving students’ critical thinking skills in the differential equations course. Cogent Education, 10, 2220233.

Krishnan, P. (2018). A review of the nonequivalent control group post-test-only design. Nurse Researcher, 26(2), 37–40.

Kristiani, K. D., Mayasari, T., & Kurniadi, E. (2017). Pengaruh pembelajaran STEM-PjBL terhadap keterampilan berpikir kreatif. Prosiding Seminar Nasional Pendidikan Fisika, 266-274.

Loeb, S., Morris. P., Dyanarski, S., Reardon, S., McFarland, D., & Reber, S. (2017). Descriptive analysis in education: A guide for researchers.

Loewen, S., & Plonsky, L. (2017). An A–Z of applied linguistics research methods. Bloomsbury Publishing

Mabrurah, F. F., Qadar, R., & Sulaeman, N. F. (2023). Enhancing high school students’ critical thinking skills through STEM-PjBL in optics topic. Berkala Ilmiah Pendidikan Fisika, 11(1), 1-8.

Martawijaya, M. A., Rahmadhanningsih, S., Swandi, A., Hasyim, M., & Sujiono, S. H. (2023). The effect of applying the ethno-stem-project-based learning model on students’ higher-order thinking skills and misconception of physics topics related to Lake Tempe, Indonesia. Jurnal Pendidikan IPA Indonesia, 12(1), 1-13.

National Center for Education Statistics. (2017). Collaborative problem solving: Considerations for the national assessment of educational progress.

Nugroho, O. F., Permanasari, A., Firman, H., & Riandi, R. (2021). The urgency of STEM in Indonesia. Jurnal Penelitian dan Pembelajaran IPA, 7(2), 260-279.

Nuri, A. R. U., Sajidan, S., Oetomo, D., Prasetyanti, N. M., & Parmin, P. (2019). Improving Indonesian senior high school students’ critical thinking skill through science integrated learning model. Tadris: Jurnal Keguruan dan Ilmu Tarbiyah, 4(2), 145-158.

Octafianellis, D. F., Sudarmin, S., Wijayanti, N., & Panca, H. (2021). Analysis of student’s critical thinking skills and creativity after problem-based learning with STEM integration. Journal of Science Education Research, 5(1), 31-37.

OECD. (2008). 21st-century skills: How can you prepare students for the new global economy?

Pacheco, C. S., & Herrera, C. I. (2021). A conceptual proposal and operational definitions of the cognitive processes of complex thinking. Thinking Skills and Creativity, 39, 1-10.

Parno, P., Supriana, E., Widarti, A. N., & Ali, M. (2020). The effectiveness of STEM approach on students’ critical thinking ability in the topic of fluid statics. Journal of Physics: Conference Series, 1882, 1-8.

Pasaribu, K., Khairuna, K., Adlini, M. N., & Abrori, F. M. (2023). Developing STEM students’ worksheet to improve students’ creative thinking ability. Research and Development in Education, 3(2), 127-136.

Preca, B. C., Baldacchino, L., Briguglio, M., & Mangion, M. (2023). Are STEM Students Creative Thinkers? Journal of Intelligence, 11, 106.

Pursitasari, I. D., Alfitriyani, N., & Kurniasih, S. (2022). Enhancing students’ critical thinking skills through biotechnology module-based socio-scientific issues. Jurnal Penelitian Pendidikan IPA, 8(2), 939-948.

Putra, M., Rahman, A., Ilwandri, I., Suhayat, Y., Santosa, T. A., Putra, R., & Aprilisia, S. (2023). The effect of STEM-based REACT model on students’ critical thinking skills: A meta-analysis study. Literacy: International Scientific Journal of Social, Education, and Humaniora, 2(1), 207–217.

Retnawati, H., Djidu, H., Kartianom, A., & Anazifa, R. D. (2018). Teachers’ knowledge about higher-order thinking skills and its learning strategy. Problems of Education in the 21st Century, 76(2), 215.

Sastra, P. Z. M., Putri, Y. L. J., Pratama, F., & Desnita, D. (2022). Meta-analysis of the effect of STEM approach on students’ critical and creative thinking skills in Physics learning in senior high schools. Journal of Geliga Sains, 10(1), 61-73.

Sirajudin, N., Suratno, J., & Pamuti, P. (2020). Developing creativity through STEM education. Journal of Physics: Conference Series. 1806, 1-5.

Soetjipto, T., & Jose, R. (2020). In latest UNDP report, Indonesia retains standing in high human development category.

Suciu, T. (2014). The importance of creativity in education. Bulletin of the Transilvania University of Braşov: Series V Economic Sciences, 7(2), 151–158.

Sujanem, R., & Suwindra, I N. P. (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.

Suradika, A., Dewi. H. I., & Nasution, M. I. (2023). Project-based learning and problem-based learning models in critical and creative students. Jurnal Pendidikan IPA Indonesia, 12(1), 153-167.

Sutaphan, S., & Yuenyong, C. (2023). Enhancing eighth-grade students’ creative thinking in the water STEM education learning unit. Cakrawala Pendidikan, 42(1), 120-135.

Tanner, K. (2018). Research methods: Information, systems, and context. Chandos Publishing.

Topsakai, I., Yalçın, S. A., & Çakır, Z. (2022). The effect of problem-based stem education on the students’ critical thinking tendencies and their perceptions for problem-solving skills. Science Education International, 33(2), 136-145.

Werang, B. R., Agung, A. A. G., Jampel, I N., & Sujana, I W. (2023a). Outside the box leadership pada SMP Negeri Buti, Merauke, Papua: Perspektif guru. Kelola: Jurnal Manajemen Pendidikan, in print.

Werang, B. R., Agung, A. A. G., Jampel, I N., & Sujana, I W. (2023b). Exploring the outside-the-box leadership of an Indonesian state junior high school principal: A qualitative case study. Cogent Education, 10(2), 2255091.

Widiasari, B. (2021). Pengaruh pembelajaran STEM berbantuan google classroom terhadap berpikir kreatif. Graduate Thesis presented to Universitas Islam Negeri Raden Intan.

Yaki, A. A. (2022). Fostering critical thinking skills using integrated STEM approach among secondary school biology students. European Journal of STEM Education, 7(1), 1–10.

Yerimadesi, Y., Warlinda, Y. A., Rosanna, D. L., Sakinah, M., Putri, E. J., Guspatni, G., & Andromeda, A. (2023). Guided discovery learning-based chemistry e-module and its effects on students’ higher order thinking skills. Jurnal Pendidikan IPA Indonesia, 12(1), 168-177.

Zubair, A. M. (2022). Experimental research: Design - types and process.

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