Development of STEAM-Based Learning with a Deep Learning Approach to Enhance Critical Thinking Skills on Circle Material

Lutfiana Ramadani; Abi Suwito; Susanto Susanto; Arika Indah Kristiana; Frenza Fairuz Firmansyah

doi:10.37680/qalamuna.v18i1.9750

Authors

Lutfiana Ramadani Universitas Jember
Abi Suwito Universitas Jember
Susanto Susanto Universitas Jember
Arika Indah Kristiana Universitas Jember
Frenza Fairuz Firmansyah Universitas Jember

DOI:

https://doi.org/10.37680/qalamuna.v18i1.9750

Keywords:

STEAM, Deep Learning, Critical Thinking Skills, circle material, 4D development model

Abstract

This study aims to develop STEAM-based mathematics learning tools integrated with a deep learning approach to enhance junior high school students’ critical thinking skills on circle material. The study employed the 4D development model consisting of Define, Design, Develop, and Disseminate stages. The developed products included a Module Implementation Plan (RPM), teaching materials, interactive learning media, Student Worksheets (LKM), and critical thinking assessment instruments. The novelty of this study lies in the systematic integration of STEAM principles and deep learning into all learning components specifically designed for circle material at the junior high school level. The validity of the tools was assessed by expert validators, while practicality was evaluated through observations of learning implementation, student activities, and student responses. Effectiveness was examined using the N-Gain test. The results showed that the developed tools were valid (mean score = 3.76), practical, and effective, with students demonstrating active participation, positive responses, and a moderate improvement in critical thinking skills (N-Gain = 0.60).

References

Aguilera, D., & Ortiz-Revilla, J. (2021). STEAM vs. STEM Education: A Review of the Literature. Education Sciences, 11(7), 331. https://doi.org/10.3390/educsci11070331

Arianda, Y. D., Kamal, I., Supriadi, W., Mahdiyah, M., & Sarifah, I. (2024). Trends in project based learning models in increase 6C skills (Character, citizenship, critical thinking, creative, collaborative, and communication). Jurnal Penelitian Pendidikan, 41(2), 143–152.

Ben-Hur, M. (2006). Concept-rich mathematics instruction: Building a strong foundation for reasoning and problem solving. ASCD.

Biggs, J., & Tang, C. (2011). Teaching for Quality Learning at University (4th ed.). Society for Research into Higher Education & Open University Press.

Bulkis, I., Tahir, M., & Sakkir, G. (2025). The EFL Teachers’ Implementation of 6C Skills (Critical Thinking, Creativity, Collaboration, Communication, Citizenship, and Character) of 21st Century Skills. EduLine: Journal of Education and Learning Innovation, 5(2), 262–273.

Bybee, R. W. (2013). The Case for STEM Education: Challenges and Opportunities. NSTA Press.

Dong, W. (2022). Building 6C’s (Critical Thinking, Collaboration, Communication, Creativity, Culture, Connectivity) in the Chinese Learning Classroom.

Dudin, M. N., Frolova, E. E., Kucherenko, P. A., Samusenko, T. M., & Voikova, N. A. (2016). Creating an Effective System of Education to Prepare Future Human Resources within the Context Provided by the Global Shift toward a" Green Economy". International Journal of Environmental and Science Education, 11(15), 8706–8717.

English, L. D. (2016). STEM Education K--12: Perspectives on Integration. International Journal of STEM Education, 3(1), 1–8. https://doi.org/10.1186/s40594-016-0036-1

Ependi, N. H., Pratiwi, D., Ningsih, A. M., Kamilah, A., Wijayanto, P. W., Dermawan, H., Hutapea, B., Yusuf, M., Indarwati, Alamsyah, T., Sholikhah, N., Efendi, S., Subiantoro, & Wibowo, T. P. (2023). Pendidikan Karakter. Sada Kurnia Pustaka.

Esti, I., Hersulastuti, H., Indiyah, P. A., & Kun, A. A. (2023). Portrait of education in Indonesia: Learning from PISA results 2015 to present. International Journal of Learning, Teaching and Educational Research, 22(1), 321–340.

Facione, P. A. (1990). Critical Thinking: A Statement of Expert Consensus for Purposes of Educational Assessment and Instruction. The California Academic Press.

Fullan, M., & Langworthy, M. (2014). A Rich Seam: How New Pedagogies Find Deep Learning. Pearson.

Ge, X., Ifenthaler, D., & Spector, J. M. (2016). Emerging Technologies for STEAM Education: Full STEAM Ahead. Springer. https://doi.org/10.1007/978-3-319-02573-5

Glaser, E. M. (1985). Educating for responsible citizenship in a democracy. National Forum, 65(1), 24.

Henriksen, D. (2017). Creating STEAM with Design Thinking: Beyond STEM and Arts Integration. The STEAM Journal, 3(1), 11. https://doi.org/10.5642/steam.20170301.11

Hmelo-Silver, C. E. (2004). Problem-Based Learning: What and How Do Students Learn? Educational Psychology Review, 16(3), 235–266. https://doi.org/10.1023/B:EDPR.0000034022.16470.f3

Hobri, Susanto, H. A., Hidayati, A., Susanto, S., & Warli, W. (2021). Exploring Thinking Process of Students with Mathematics Learning Disability in Solving Arithmetic Problems. International Journal of Education in Mathematics, Science and Technology, 9(3), 498–513. https://doi.org/10.46328/ijemst.1684

Ichsan, Mulyati, Duma, S. Y., & Nirfayanti. (2024). The Effectiveness of Mathematics Learning with the STEAM Approach in Improving Students’ Critical Thinking Skills. Aksioma: Jurnal Matematika, 1(3).

Jeranah, Asdar, & Novianti, R. (2024). Improving Mathematical Critical Thinking Skills with STEAM Integration at SMP 27 Makassar. PRISMA (Jurnal Penalaran Dan Riset Matematika), 3(2), 66–72.

Katoningsih, S. (2020). Programme for International Student Assesment (PISA) as reading literacy standard: Critical thinking skill is priority. Education, Sustainability And Society.

Krittapakpokin, T., Sriwisathiyakun, K., & Sovajassatakul, T. (2026). Development and evaluation of a station rotation blended learning model to enhance creative thinking and poetry writing skills. Cogent Education, 13(1), 2682706.

Kurniawan, A., Febriant, A. N., Hardianti, T., Ichsan, I., Desy, D., Risan, R., Maya Sari, D. M., Sitopu, J. W., Dewi, R. S., & Sianipar, D. (2022). Evaluasi pembelajaran. PT. GLOBAL EKSEKUTIF TEKNOLOGI.

Lambertus. (2009). Pentingnya Melatih Keterampilan Berpikir Kritis dalam Pembelajaran Matematika di SD. Forum Kependidikan, 28(2), 136–142.

Makkasau’, A., Faisal, M., & Renden, A. (2023). Application of the STEAM Approach to Improve Learning Outcomes of Elementary School Students in Science Subjects in Makassar. Pinisi Journal of Education, 3(5), 151–161.

Malik, R. S. (2018). Educational challenges in 21st century and sustainable development. Journal of Sustainable Development Education and Research, 2(1), 9–20.

Niemi, D. (1996). Assessing conceptual understanding in mathematics: Representations, problem solutions, justifications, and explanations. The Journal of Educational Research, 89(6), 351–363.

Nilyani, K., Asrizal, & Usmeldi. (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

Pasca Emilidha, W., Wardono, & Waluya, B. (2024). Integration of STEAM in Improving the Critical Thinking Skills of Elementary School Students. PRISMA, Prosiding Seminar Nasional Matematika, 7, 301–308.

Pentury, J. W., Bu’tu, D., & Malatuny, Y. G. (2023). Profile of Students’ Critical Thinking Skills in 21st Century Skills-Based Learning. Atlantis Press SARL.

Perignat, E., & Katz-Buonincontro, J. (2019). STEAM in Practice and Research: An Integrative Literature Review. Thinking Skills and Creativity, 31, 31–43. https://doi.org/10.1016/j.tsc.2018.10.002

Pirasa, N. (2016). The Connection Competencies of Pre-Service Mathematics Teachers about Geometric Concepts to Daily-Life. Universal Journal of Educational Research, 4(12), 2840–2851.

Putri, R. K., & Nurmalina, R. (2018). Putri et al., 109 – 135 MIX: Jurnal Ilmiah Manajemen, Volume VIII, No. 1, Feb 2018. Analisis Efisiensi Dan Faktor Yang Memengaruhi Pilihan Saluran Pemasaran, VIII(1), 109–135.

Quigley, C. F., Herro, D., & Jameson, M. M. (2017). An Investigation of STEAM Integration: Challenges and Opportunities. The Journal of Educational Research, 110(3), 271–281.

Safitri, S. S., Resti, R., & Rachman, I. F. (2025). Penguatan Berpikir Kritis Siswa Menengah Atas melalui Kasus Intoleransi dalam Projek P5. Socius: Jurnal Penelitian Ilmu-Ilmu Sosial, 2(10).

Sholikah, L., & Pertiwi, F. N. (2021). Analysis of science literacy ability of junior high school students based on Programme for International Student Assessement (PISA). INSECTA: Integrative Science Education and Teaching Activity Journal, 2(1), 95–104.

Thiagarajan, S., Semmel, D. S., & Semmel, M. I. (1974). Instructional Development for Training Teachers of Exceptional Children: A Sourcebook. Indiana University.

Wulandari, H. T. (2025). Development of Interactive Learning Media Based on Canva for Education to Improve Digital Literacy Skills in Solar System Material IPAS Project. Jurnal Pendidikan Ilmu Sosial, 35(1), 139–151.

Xie, Y., Fang, M., & Shauman, K. (2015). STEM education. Annual Review of Sociology, 41(1), 331–357.

Yakman, G. (2008). STEAM Education: An Overview of Creating a Model of Integrative Education. Purdue University Conference Proceedings, 1–28.