Vol. 11 No. 9 (2025): September
Open Access
Peer Reviewed

The Role of Metacognitive Scaffolding in Fostering Creative Thinking and Conceptual Mastery in Physics: A Comparative Study Across Educational Level

Authors

Noke Kesaulya , Parno , Endang Purwaningsih , Sunaryono

DOI:

10.29303/jppipa.v11i9.12197

Published:

2025-09-25

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Abstract

The study explores the importance of concept mastery in physics education for developing 21-st century skills, focusing on the role of metacognitive scaffolding in enhancing creative thinking. Data were collected from publications indexed by Google Scholar over the past 10 years from 2015 to 2025, using the Publish or Perish tool. Through a systematic literature review using PRISMA guidelines, data from Google Scholar was analyzed using VOSviewer software, covering publication types, sources, and frequently occurring keywords in related studies. In-depth analysis of several key articles indicates that metacognitive scaffolding has a significant positive impact on enhancing student’s creative thinking abilities and concept mastery at different educational levels, supported by the role of teachers. However, there is a potential decline in similar research seen in publications related to physics concepts mastery and creative thinking, which trends to decrease in 2025. Key themes include metacognitive scaffolding, critical thinking, concept mastery, and physics education in various educational levels.

Keywords:

Education level, Metacognitive scaffolding, Physics education

References

Abdurrahman, A., Saregar, A., & Umam, R. (2018). The Effect of Feedback as Soft Scaffolding on Ongoing Assessment Toward the Quantum Physics Concept Mastery of the Prospective Physics Teachers. Jurnal Pendidikan IPA Indonesia, 7(1), 41–47. https://doi.org/10.15294/jpii.v6i2.7239

Agu, P. A., & Iyamu, C. O. (2020a). Effect of Metacognitive Scaffolding Teaching Strategy on Secondary School Physics Students’ Achievement and Attitude to Thermal Energy. International Journal Of Scientific Advances, 1(2). https://doi.org/10.51542/ijscia.v1i2.5

Agu, P. A., & Iyamu, C. O. (2020b). Gender Issues in Achievement and Retention among Secondary School Students Taught Thermal Energy Using Metacognitive Scaffolding Teaching Strategy. International Journal Of Scientific Advances, 1(2). https://doi.org/10.51542/ijscia.v1i2.8

Al Mamun, M. A., & Lawrie, G. (2024). Cognitive presence in learner–content interaction process: The role of scaffolding in online self-regulated learning environments. Journal of Computers in Education, 11(3), 791–821. https://doi.org/10.1007/s40692-023-00279-7

Ali, A., Bektiarso, S., Walukow, A. F., Narulita, E., & Kadir, A. (2025). Strengthening Critical Thinking Skills of Prospective Teacher Students through Inquiry Learning in Science Learning: An Explanatory Mixed Methods Study. Jurnal Penelitian Pendidikan IPA, 11(6), 119–129. https://doi.org/10.29303/jppipa.v11i6.11232

Alkhatib, O. J. (2019). A Framework for Implementing Higher-Order Thinking Skills (Problem-Solving, Critical Thinking, Creative Thinking, and Decision-Making) in Engineering & Humanities. 2019 Advances in Science and Engineering Technology International Conferences (ASET), 1–8. https://doi.org/10.1109/icaset.2019.8714232

Alzoubi, A. M., Al Qudah, M. F., Albursan, I. S., Bakhiet, S. F., & Abduljabbar, A. S. (2016). The Effect of Creative Thinking Education in Enhancing Creative Self-Efficacy and Cognitive Motivation. Journal of Educational and Developmental Psychology, 6(1), 117. https://doi.org/10.5539/jedp.v6n1p117

Apata, S. B. (2024). Assessing the Effectiveness of Metacognitive Scaffolding in Enhancing Learners’ Agency and Autonomy in Nigerian Secondary Schools. Journal of Education and Innovation, 26(3), 110-122. Retrieved from https://so06.tci-thaijo.org/index.php/edujournal_nu/article/view/264957

Arianto, F., & Hanif, M. (2024). Evaluating metacognitive strategies and self-regulated learning to predict primary school students self-efficacy and problem-solving skills in science learning. Journal of Pedagogical Research. https://doi.org/10.33902/jpr.202428575

Arifin, S. (2022). Improving Teacher Ability In Conducting Class Action Research Through Structured Guidance. EDUTEC: Journal of Education and Technology, 6(2), 355–369. https://doi.org/10.29062/edu.v6i2.485

Asriadi, M., & Istiyono, E. (2020). Exploration of Creative Thinking Skills of Students in Physics Learning. Journal of Educational Science and Technology (EST), 151–158. https://doi.org/10.26858/est.v6i2.12737

Badri, Y., Nindiasari, H., & Fatah, A. (2019). Pengembangan Bahan Ajar Interaktif Dengan Scaffolding Metakognitif Untuk Kemampuan Dan Disposisi Berpikir Reflektif Matematis Siswa. Jurnal Penelitian dan Pembelajaran Matematika, 12(1). https://doi.org/10.30870/jppm.v12i1.4863

Bayuningsih, A. S., Usodo, B., & Subanti, S. (2017a). Scaffolding in geometry based on self-regulated learning. Journal of Physics: Conference Series, 943, 012022. https://doi.org/10.1088/1742-6596/943/1/012022

Bayuningsih, A. S., Usodo, B., & Subanti, S. (2017b). Scaffolding in geometry based on self-regulated learning. Journal of Physics: Conference Series, 943, 012022. https://doi.org/10.1088/1742-6596/943/1/012022

Burnard, P., & Younker, B. A. (2004). Problem-Solving and Creativity: Insights from Students’ Individual Composing Pathways. International Journal of Music Education, 22(1), 59–76. https://doi.org/10.1177/0255761404042375

Carmo, M., E. (2020). Education and New Developments 2020. Retrieved from https://eric.ed.gov/?id=ED622153

Clark, D. B., Nelson, B. C., Chang, H.-Y., Martinez-Garza, M., Slack, K., & D’Angelo, C. M. (2011). Exploring Newtonian mechanics in a conceptually-integrated digital game: Comparison of learning and affective outcomes for students in Taiwan and the United States. Computers & Education, 57(3), 2178–2195. https://doi.org/10.1016/j.compedu.2011.05.007

Deibl, I., Zumbach, J., & Fleischer, T. (2023). Visualization and metacognitive scaffolding in learning from animations. Social Sciences & Humanities Open, 8(1), 100601. https://doi.org/10.1016/j.ssaho.2023.100601

Dessie, E., Gebeyehu, D., & Eshetu, F. (2023). Enhancing critical thinking, metacognition, and conceptual understanding in introductory physics: The impact of direct and experiential instructional models. Eurasia Journal of Mathematics, Science and Technology Education, 19(7), em2287. https://doi.org/10.29333/ejmste/13273

Dewi, S. M., Gunawan, G., Harjono, A., Susilawati, S., & Herayanti, L. (2020). Generative learning models assisted by virtual laboratory to improve mastery of student physics concept. Journal of Physics: Conference Series, 1521(2), 022013. https://doi.org/10.1088/1742-6596/1521/2/022013

Doyan, A., Susilawati, S., Annam, S., Muliyadi, L., Megahati, R. R. P., Hutabarat, R. A., Ikhsan, M., & Ardianti, N. R. (2024). The Trends Research of Conceptual Mastery in Students’ Physics Learning (2015-2024): A Systematic Review. Jurnal Penelitian Pendidikan IPA, 10(6), 323–332. https://doi.org/10.29303/jppipa.v10i6.7827

Firmansyah, F. F., Yudianto, E., Febrianto, E. Y., Sulihah, N. T., & Budianto, T. R. (2025). Proses Metakognisi dalam Interaksi Siswa pada Diskusi Kelompok. Jurnal Cendekia: Jurnal Pendidikan Matematika, 9(2), 553–563. https://doi.org/10.31004/cendekia.v9i2.3964

Furqani, D., Feranie, S., & Winarno, N. (2018). The Effect of Predict-Observe-Explain (POE) Strategy on Students’ Conceptual Mastery and Critical Thinking in Learning Vibration and Wave. Journal of Science Learning, 2(1), 1. https://doi.org/10.17509/jsl.v2i1.12879

Gregory, E., Hardiman, M., Yarmolinskaya, J., Rinne, L., & Limb, C. (2013). Building creative thinking in the classroom: From research to practice. International Journal of Educational Research, 62, 43–50. https://doi.org/10.1016/j.ijer.2013.06.003

Gunawan, G., Kosim, K., Ibrahim, I., Susilawati, S., & Syukur, A. (2021). The effectiveness of physics learning tools based on discovery model with cognitive conflict approach toward student’s conceptual mastery. Journal of Physics: Conference Series, 1747(1), 012035. https://doi.org/10.1088/1742-6596/1747/1/012035

Hallinger, P., & Nguyen, V.-T. (2020). Mapping the Landscape and Structure of Research on Education for Sustainable Development: A Bibliometric Review. Sustainability, 12(5), 1947. https://doi.org/10.3390/su12051947

Harjono, A., Gunawan, G., Adawiyah, R., & Herayanti, L. (2020). An Interactive e-Book for Physics to Improve Students’ Conceptual Mastery. International Journal of Emerging Technologies in Learning (iJET), 15(05), 40. https://doi.org/10.3991/ijet.v15i05.10967

Hsissi, A., Allali, H., & Hajami, A. (2014). Metacognitive Scaffolding Agent Based on BDI Model for Interactive Learning Environments. International Journal of Computer and Communication Engineering, 3(2), 97–100. https://doi.org/10.7763/ijcce.2014.v3.299

Indarasati, N. A., Abadi, A., & Lukito, A. (2019). Enhancing Students’ Creative Thinking through Inquiry-Based Learning Integrating Mathematical Tools. International Journal of Trends in Mathematics Education Research, 2(2), 91–95. https://doi.org/10.33122/ijtmer.v2i2.113

Jumaat, N. F., & Tasir, Z. (2016). A Framework of Metacognitive Scaffolding in Learning Authoring System Through Facebook. Journal of Educational Computing Research, 54(5), 619–659. https://doi.org/10.1177/0735633115627824

Kamelia, S., & Pujiastuti, H. (2020). Penerapan Strategi Pembelajaran Metakognitif-Scaffolding untuk Meningkatkan Kemampuan Pemecahan Masalah Matematis dan Self-Regulated Learning Siswa. JURING (Journal for Research in Mathematics Learning), 3(4), 385. https://doi.org/10.24014/juring.v3i4.9454

Karunarathne, W., & Calma, A. (2024). Assessing creative thinking skills in higher education: Deficits and improvements. Studies in Higher Education, 49(1), 157–177. https://doi.org/10.1080/03075079.2023.2225532

Kurniawan, L., Kuswanto, H., & Dwandaru, W. S. B. (2024). The Use of Scaffolding in Physics Learning: A Systematic Review. JIPF (Jurnal Ilmu Pendidikan Fisika), 9(2), 200. https://doi.org/10.26737/jipf.v9i2.5082

Kusumadani, A. I., Afandy, H., Agustina, L., Astuti, R., & Waluyo, M. (2025). Evaluation of Higher-Order Thinking Skills of Middle School Students on Vibration and Wave Topic Using Rasch Measurement. Jurnal Penelitian Pendidikan IPA, 11(5), 74–84. https://doi.org/10.29303/jppipa.v11i5.10900

Laelandi, R., Widodo, A., & Sriyati, S. (2022). Depth of Science Learning Materials in Schools and Student Concept Mastery. Jurnal Penelitian Pendidikan IPA, 8(3), 1470–1478. https://doi.org/10.29303/jppipa.v8i3.1706

Liunokas, M. Th., & Asbanu, D. E. S. I. (2023). Revolutionizing Physics Education: Enhancing High School Students’ Understanding of Standing Wave Concepts through Mictester-Based Smartphone Experiments. Jurnal Penelitian Pendidikan IPA, 9(10), 8563–8568. https://doi.org/10.29303/jppipa.v9i10.3771

Masfufa, M., Ali, M. S., & Helmi, H. (2025). The Implementation of the Independent Curriculum in Grade X Physics Learning at Senior High Schools. Jurnal Penelitian Pendidikan IPA, 11(6), 413–422. https://doi.org/10.29303/jppipa.v11i6.11277

Michalsky, T. (2024). Metacognitive scaffolding for preservice teachers’ self-regulated design of higher order thinking tasks. Heliyon, 10(2), e24280. https://doi.org/10.1016/j.heliyon.2024.e24280

Raharja, E. P., Sutomo, E., Hidayat, F. A., Kasan, A., & Mangkasa, N. (2025). Smartphone Sensor-Based Physics Module for Hands-On Learning in Waves and Optics. Jurnal Penelitian Pendidikan IPA, 11(3), 580–590. https://doi.org/10.29303/jppipa.v11i3.10240

Rahmat, N. H., Aripin, N., Razlan, Z., & Khairuddin, Z. (2021). The Influence of Metacognitive Scaffolding on Learning Academic Writing Online. International Journal of Education, 13(3), 48. https://doi.org/10.5296/ije.v13i3.18902

Riberio, A. S. F. (2023). A Systematic Review For Creative Thinking Skills In Physics Subjects. EduFisika: Jurnal Pendidikan Fisika, 8(2), 154–163. https://doi.org/10.59052/edufisika.v8i2.25281

Rivas, S. F., Saiz, C., & Ossa, C. (2022). Metacognitive Strategies and Development of Critical Thinking in Higher Education. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.913219

Rodli, M., & Widiastutik, T. (2024). Pengaruh Strategi Metakognitif terhadap Efikasi Diri dan Pemecahan Masalah Siswa MAN 2 Mojokerto: The Influence of Metacognitive Strategies on Self-Efficacy and Problem Solving of Students at MAN 2 Mojokerto. Edu Cendikia: Jurnal Ilmiah Kependidikan, 4(02), 260–268. https://doi.org/10.47709/educendikia.v4i02.4416

Saprudin, S., Liliasari, L., & Prihatmanto, A. S. (2017). Pre-Service Physics Teachers’ Concept Mastery and the Challenges of Game Development on Physics Learning. Journal of Physics: Conference Series, 895, 012109. https://doi.org/10.1088/1742-6596/895/1/012109

Sari, S. N. L., Margareta, B., & Jariyah, I. A. (2024). Peningkatan Kemampuan Metakognitif Untuk Pengembangan Problem Solving Siswa Melalui Proses Pembelajaran. Jurnal Pendidikan dan Pembelajaran Khatulistiwa (JPPK), 13(10), 2056-2066. https://doi.org/10.26418/jppk.v13i10.87044

Sijmkens, E., De Cock, M., & De Laet, T. (2023). Scaffolding students’ use of metacognitive activities using discipline- and topic-specific reflective prompts. Metacognition and Learning, 18(3), 811–843. https://doi.org/10.1007/s11409-023-09363-w

Steward, F. (2000). The Impact of Implementing Metacognitive Strategies on Instructional and Experiential Scaffolding. https://doi.org/10.31390/gradschool_disstheses.7392

Sulman, F., Yuliati, L., Kusairi, S., & Hidayat, A. (2022). Hybrid Learning Model: Its Impact on Mastery of Concepts and Self-Regulation in Newton’s Second Law Material. Kasuari: Physics Education Journal (KPEJ), 5(1), 65–74. https://doi.org/10.37891/kpej.v5i1.273

Susilawati, S., Doyan, A., Hardjono, A., & Muliyadi, L. (2021). Development of Physics Learning Media based on Guided Inquiry Model to Improve Students’ Concepts Mastery and Creativity. Journal of Science and Science Education, 2(2), 68–71. https://doi.org/10.29303/jossed.v2i2.711

Susilawati, S., Kusumayati, B. A., Sutrio, S., & Doyan, A. (2022). Practicality of Learning Devices Based on Conceptual Change Model to Improve Concept Mastery of Students in the Gas Kinetic Theory Material. AMPLITUDO: Journal of Science and Technology Inovation, 1(2), 54–57. https://doi.org/10.56566/amplitudo.v1i2.13

Wider, C., & Wider, W. (2023). Effects of Metacognitive Skills on Physics Problem -Solving Skills Among Form Four Secondary School Students. Journal of Baltic Science Education, 22(2), 357–369. https://doi.org/10.33225/jbse/23.22.257

Widiana, I. W., Parwata, I. G. L. A., Jampel, I. N., & Tegeh, I. M. (2024). The needs of a metacognitive-based learning model in elementary schools. Nurture, 18(2), 394–403. https://doi.org/10.55951/nurture.v18i2.627

Widiantie, R., Setiawati, I., Junaedi, E., & Amanah, S. P. (2025). Development of 21st Century Skills Integrated Mini Research E-Assessment for Prospective Teacher. Jurnal Penelitian Pendidikan IPA, 11(4), 104–112. https://doi.org/10.29303/jppipa.v11i4.10512

Wisdayana, N., Achyani, & Aththibby, A. R. (2025). Teaching Materials Based on Socio Scientific Issues: An Effective Strategy to Improve Science Literacy and Critical Thinking Skills. Jurnal Penelitian Pendidikan IPA, 11(4), 346–354. https://doi.org/10.29303/jppipa.v11i4.10786

Wodaj, H. (2020). Effects of 7E Instructional Model with Metacognitive Scaffolding on Students’ Conceptual Understanding in Biology. Journal of Education in Science, Environment and Health. https://doi.org/10.21891/jeseh.770794

Yang, L., Zeng, R., Wang, X., Chen, J., Gu, J., Fan, J., Qiu, J., & Cao, G. (2025). Cross-domain analogical reasoning ability links functional connectome to creativity. Thinking Skills and Creativity, 57, 101808. https://doi.org/10.1016/j.tsc.2025.101808

Yazar Soyadı, B. B. (2015). Creative and Critical Thinking Skills in Problem-based Learning Environments. Journal of Gifted Education and Creativity, 2(2), 71–71. https://doi.org/10.18200/jgedc.2015214253

Yelli, A., Desi, D., & Rejeki, R. (2021). The Effect Of The Learning Start With A Question (Lsq) Method To Increase The Thematic Learning Outcomes For Class V State. Indonesian Journal of Basic Education, 4(3), 297-309. Retrieved from https://stkiprokania.ac.id/e-jurnal/index.php/IJOBE/article/view/505

Yersi, Arsyad, M., & Palloan, P. (2025). Development of Contextual E-Module in Science (Physics) Learning to Improve Students’ Critical Thinking Skills. Jurnal Penelitian Pendidikan IPA, 11(6), 665–675. https://doi.org/10.29303/jppipa.v11i6.11896

Yosa, I., Arsyad, M., & Palloan, P. (2025). Development of Scientific Literacy E-module in Science (Physics) Subject to Improve Students’ Science Process Skills. Jurnal Penelitian Pendidikan IPA, 11(6), 947–956. https://doi.org/10.29303/jppipa.v11i6.11895

Zaini, M., Zohri, M., Handriani, L. S., Kafrawi, M., & Musanni. (2025). How are students’ Higher Order Thinking Skills with Integrated Physics E-module Local Wisdom and Android Applications? Jurnal Penelitian Pendidikan IPA, 11(6), 234–245. https://doi.org/10.29303/jppipa.v11i6.10905

Author Biographies

Noke Kesaulya, State University of Malang

Parno, State University of Malang

Endang Purwaningsih, State University of Malang

Sunaryono, State University of Malang

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How to Cite

Kesaulya, N., Parno, Purwaningsih, E., & Sunaryono. (2025). The Role of Metacognitive Scaffolding in Fostering Creative Thinking and Conceptual Mastery in Physics: A Comparative Study Across Educational Level. Jurnal Penelitian Pendidikan IPA, 11(9), 178–187. https://doi.org/10.29303/jppipa.v11i9.12197