Enhancing Real-World Physics Problem-Solving Skills through Mind Map-Based Scaffolding: The Role of Metacomponents among Pre-University Students
Keywords:
Metacomponents, Mind-map, Physics education, Real-world physics problem-solving skill, ScaffoldingAbstract
Physics problem-solving is essential in physics education, yet
many pre-university students struggle to apply concepts to
real-world contexts. This study examines the effectiveness of
integrating
mind
map-based
scaffolding
with
metacomponents to enhance real-world physics problem
solving skills (RWPPS). A quasi-experimental pre-test–post
test non-equivalent group design involved 253 students at
Universiti Malaysia Sabah. The experimental group used
mind maps to define problems, organize information, and
plan strategies with guided scaffolding, while the control
group received conventional lectures. Data from open-ended
RWPPS assessments showed that the experimental group
significantly outperformed the control group, with
improvements across all metacomponent sub-skills,
especially monitoring. Normalized gain results indicated
higher learning gains in the experimental group, highlighting
the approach’s effectiveness in fostering structured and
reflective problem-solving.
References
Pulgar, J., Fahler, V., and Spina, A. (2021). Investigating how university students
collaborate to compose physics problems through structured tasks. Physical Review
Physics Education Research, 17(1), 1-21.
Nicholus, G., Muwonge, C. M., and Joseph, N. (2023). The role of problem-based
learning approach in teaching and learning physics: A systematic literature review.
F1000Research, 12, 951.
Nurhasan, R., Sunyoto, E. N., and Ellianawati, E. (2025). Analysis of physics problem
solving skills of junior high school students through PBL-HOTS on magnetism material.
Physics Communication, 9(1), 27-39.
Gill, T., and Bell, J. F. (2013). What factors determine the uptake of A-level physics?.
International Journal of Science Education, 35(5), 753-772.
Sartika, D., and Humairah, N. A. (2018). Analyzing students’ problem solving difficulties
on modern physics. Journal of Physics: Conference Series, 1028(1), 012205.
Tural, G. (2015). Cross-grade comparison of students’ conceptual understanding with
lenses in geometric optics. Science Education International, 26(3), 325-343.
Maries, A., Lin, S.-Y., and Singh, C. (2017). Challenges İn designing appropriate
scaffolding to improve students’ representational consistency: The case of Gauss’s law
problem. Physical Review Physics Education Research, 13(2), 1-17.
Munfaridah, N., Avraamidou, L., and Goedhart, M. (2021). The use of multiple
representations in undergraduate physics education: What do we know and where do
we go from here?. Eurasia Journal of Mathematics, Science and Technology Education,
(1), 1-19.
Theogene, N., Ntivuguruzwa, C., and Mugabo, L. R. (2025). Examining mechanics
problem-solving strategies among engineering students at a selected public university
in Rwanda. Physics Education, 60(015001), 1-13.
Wasis, W., Widodo, W., Sunarti, T., Setyarsih, W., Jauhariyah, M. N. R., and Zainuddin,
A. (2023). The relationship between multiple representational skills and understanding
of physics concepts in the pre-service science teacher. Journal of Physics: Conference
Series, 2623(1), 012031.
Halim, L., Rahman, N. A., Ramli, N. A. M., and Mohtar, L. E. (2018). Influence of students’
STEM self-efficacy on STEM and physics career choice. AIP Conference Proceedings,
, 020001.
Harrington, R. E., Thijssen, J. H. J., and Hardy, J. (2022). Participation, performance, and
outcomes in an undergraduate physics degree: Perspectives on gender and
socioeconomic factors. Physical Review Physics Education Research, 18(1), 10114.
Alanazi, A. A., Osman, K., and Halim, L. (2024). Effect of scaffolding strategies and guided
discovery on higher-order thinking skills in physics education. Eurasia Journal of
Mathematics, Science and Technology Education, 20(9), em2496.
Heldalia, H., Kuswanto, H., and Salim, E. (2025). Systematic literature review: Problem
solving skills in physics learning. Jurnal Penelitian Pendidikan IPA, 11(3), 50-57.
Assefa, S. (2020). A study of physics problem solving practices in enhancing real-life
problem solving competencies in secondary schools of Hawassa city administration,
Ethiopia: The case of Alamura secondary school. IOSR Journal of Humanities and Social
Science, 25(2), 49-58.
Fortus, D., Krajcik, J., Dershimer, R. C., Marx, R. W., and Mamlok-Naaman, R. (2005).
Design-based science and real-world problem-solving. International Journal of Science
Education, 27(7), 855-879.
Ince, E. (2018). An overview of problem solving studies in physics education. Journal of
Education and Learning, 7(4), 191-200.
Mor, B., Patel, R. N., and Prajapati, B. (2025). 21st-Century competencies in physics:
Assessment strategies for critical thinking, problem-solving, and character formation.
Schrödinger: Journal of Physics Education, 6(2), 135–143.
Reinhold, F., Hofer, S., Berkowitz, M., Strohmaier, A., Scheuerer, S., Loch, F., Vogel
heuser, B., and Reiss, K. (2020). The role of spatial, verbal, numerical and general reasoning abilities in complex word problem solving for young female and male adults.
Mathematics Education Research Journal, 32, 189-211.
Kohl, P., and Finkelstein, N. (2008). Patterns of multiple representation use by experts
and novices during physics problem solving. Physical Review Special Topics Physics
Education Research, 4(1), 1-13.
Murshed, M., Phang, F. A., and Bunyamin, M. A. H. (2021). Transformation of multiple
representation in real world physics problem solving. Journal of Physics: Conference
Series, 1760(1), 1-6.
Küchemann, S., Malone, S., Edelsbrunner, P., Lichtenberger, A., Stern, E., Schumacher,
R., Brünken, R., Vaterlaus, A., and Kuhn, J. (2021). Inventory for the assessment of
representational competence of vector fields. Physical Review Physics Education
Research, 17(2), 20126.
Niss, M. (2012). Towards a Conceptual framework for identifying student difficulties
with solving real-world problems in physics. American Journal of Physics Education, 6(1),
-13.
Sari, R. M., Sumarmi, Astina, I. K., Utomo, D. H., and Ridhwan. (2021). Increasing
students critical thinking skills and learning motivation using inquiry mind map.
International Journal of Emerging Technologies in Learning, 16(3), 4-19.
Podolefsky, N. S., and Finkelstein, N. D. (2007). Analogical scaffolding and the learning
of abstract ideas in physics: Empirical studies. Physical Review Special Topics - Physics
Education Research, 3(2), 1-16.
Wood, D., Bruner, J. S., and Ross, G. (1976). The role of tutoring in problem solving.
Journal of Child Psychology and Psychiatry, 17(2), 89-100.
Pretz, J. E., Naples, A. J., and Sternberg, R. J. (2003). Recognizing, defining, and
representing problems. The Psychology of Problem Solving, 30(3), 3-30.
Darmawan, E., Zubaidah, S., Ristanto, R. H., Zamzami, M. R. A., and Wahono, B. (2020).
Simas Eric Learning Model (SELM): Enhance student’ metacognitive skill based on the
academic level. International Journal of Instruction, 13(4), 623-642.
Fiandini, M., Hofifah, S.N., Ragadhita, R., and Nandiyanto, A.B.D. (2024). How to make
a cognitive assessment instrument in the merdeka curriculum for vocational high school
students: A case study of generating device materials about the stirling engine. ASEAN
Journal for Science Education, 3(1), 65-86.
Loc, N. P., and Loc, M. T. (2020). Using mind map in teaching mathematics: An
experimental study. International Journal of Scientific and Technology Research, 9(4),
-1155.
Dong, Y., Zhu, S., and Li, W. (2021). Promoting sustainable creativity: An empirical study
on the application of mind mapping tools in graphic design education. Sustainability,
(5373), 1-15.
Bawaneh, A. K. (2019). The effectiveness of using mind mapping on tenth grade
students ’ immediate achievement and retention of electric energy concepts. Turkish
Science Education, 16(1), 123-137.
Hariyanto, A. (2015). The effectiveness of problem-based learning model aided mind
map for resolving the issue of physics. Jurnal Pendidikan dan Kebudayaan, 21(3), 221
Sari, D. P., Erman, Susiyawati, E., Nurita, T., Qosyim, A., Msutaji, and Madlazim. (2023).
Generating creative scientific ideas in collaborative learning using computer-based mind mapping. International Journal on Recent and Innovation Trends in Computing and
Communication, 11(9), 4581-4591.
Seyihoglu, A., and Kartal, A. (2010). The Views of the teachers about the mind mapping
technique in the elementary life science and social studies lessons based on the
constructivist method. Educational Sciences: Theory and Practice, 10(3), 1637-1656.
Astriani, D., Susilo, H., Suwono, H., Lukiati, B., and Purnomo, A. R. (2020). Mind mapping
in learning models: a tool to improve student metacognitive skills. International Journal
of Emerging Technologies in Learning, 15(6), 4-17.
Muñoz González, J. M., Sampedro Requena, B. E., and Hidalgo Ariza, M. D. (2020).
Difficulties and expectations of future education professionals in the learning of the
mind map. Mind, Brain, and Education, 14(4), 341-350.
Sari, E. A., Ellianawati, E., Subali, B., Linuwih, S., and Mohd Yusof, M. M. (2025). Bridging
science and society: PBL-based digital teaching materials on renewable energy to
enhance critical thinking. International Journal of Advanced Research in Future Ready
Learning and Education, 40(1), 28-42.
Maries, A., and Singh, C. (2023). Helping students become proficient problem solvers
part I: A brief review. Education Sciences, 13(2), 156.
Gutiérrez, O. A., Galloway, R. K., Santos, A., Martínez-Huerta, H., and González, H.
(2022). Assisted discovery based learning of the electric force with scaffolding for novice
students. Education Sciences, 12(4), 269.
Prasetyo, B. D., Suprapto, N., and Pudyastomo, R. N. (2018). The effectiveness of flipped
classroom learning model in secondary physics classroom setting. Journal of Physics:
Conference Series, 997(1), 012037.
Bulu, T. S., and Pedersen, S. (2010). Scaffolding middle school students’ content
knowledge and ill-structured problem solving in a problem-based hypermedia learning
environment. Educational Technology Research and Development, 58(5), 507-529.