The Influence of Learning Models and Physics Learning Motivation on Students’ Critical Thinking Skills

Nurfadillah Yusuf(1,Mail), M. Sidin Ali(2), Pariabti Palloan(3) | CountryCountry:


(1) Department of Physics Education, Universitas Negeri Makassar, Indonesia
(2) Department of Physics Education, Universitas Negeri Makassar, Indonesia
(3) Department of Physics Education, Universitas Negeri Makassar, Indonesia

MailCorresponding Author

Metrics Analysis (Dimensions & PlumX)

Indexing:
Similarity:

© 2025 Nurfadillah Yusuf

This research is an experimental study with a 2×2 factorial design, examining the interaction between learning models and physics learning motivation on students' critical thinking skills, both overall and in terms of high and low levels of learning motivation. In addition, this study also aims to test the interaction between learning models and physics learning motivation on critical thinking skills. The study population consisted of all grade XI students at Madrasah Aliyah Allu Jeneponto in the 2024/2025 Academic Year. The research sample consisted of 64 students, selected through a cluster random sampling technique with a lottery method to determine which classes would serve as the experimental and control groups. To minimize disruption to the ongoing learning process, randomization was conducted at the class level, rather than the individual level. Based on the lottery results, it was determined that class XI.1 was designated as the experimental class, taught using the guided inquiry learning model. In contrast, class XI.3 was designated as the control class, taught using the conventional learning model. Each class consisted of 32 students. Data analysis employed descriptive and inferential statistics, including a two-way ANOVA test with a significance level of 5%. The results showed that the experimental group had an average critical thinking ability 12.81 points higher, with a standard deviation of 2.16, compared to the control group, which had an average of 11.09 points, with a standard deviation of 2.13. Inferential analysis confirmed a significant difference in students' overall critical thinking ability between the two learning models, both in the high-motivation and low-motivation groups. However, no influence was found between the learning model and physics learning motivation on the critical thinking ability of students at Madrasah Aliyah Allu. This shows that the influence of the guided inquiry learning model on critical thinking ability is consistent at all levels of learning motivation. Thus, the application of the guided inquiry learning model has been proven effective in improving students' critical thinking abilities, and learning motivation also plays an important role as an independent factor that supports the improvement of this ability.

 

Keywords: guided inquiry, learning motivation, critical thinking skills.


Afrida, F. N., Rifai, A., & Utanto, Y. (2019). The interaction of learning model implementation and learning motivation in improving critical thinking skills of elementary school students. Journal of Primary Education, 8(1), 92–100.

Akpur, U. (2025). Metacognitive awareness and creativity: The mediating role of critical thinking. Journal of Creativity, 35(1).

Anggraeni, D. M., Prahani, B. K., Suprapto, N., Shofiyah, N., & Jatmiko, B. (2023). Systematic review of problem-based learning research in fostering critical thinking skills. Thinking Skills and Creativity, 49, 101334.

Antonio, R. P., & Effects, P. M. S. (2024). Effects of inquiry-based approaches on students ’ higher-order thinking skills in science : a meta-analysis. International Journal of Education in Mathematics, Science, and Technology (IJEMST), 12(1), 251–281.

Arafah, K., Rusyadi, R., Arafah, B., Nur, A., & Arafah, B. (2020). The effect of guided inquiry model and learning motivation on the understanding of physics concepts. Talent Development & Excellence, 12(1), 4271–4283.

Arifin, Z., Sukarmin, Saputro, S., & Kamari, A. (2025). The effect of inquiry-based learning on students’ critical thinking skills in science education: A systematic review and meta-analysis. Eurasia Journal of Mathematics, Science and Technology Education, 21(3).

Bøe, M. V., Lauvland, A., & Henriksen, E. K. (2025). How motivation for undergraduate physics interacts with learning activities in a system with built-in autonomy. Science Education, 109(2), 506–522.

De Jong, T., Lazonder, A. W., Chinn, C. A., Fischer, F., Gobert, J., Hmelo-Silver, C. E., Koedinger, K. R., Krajcik, J. S., Kyza, E. A., Linn, M. C., Pedaste, M., Scheiter, K., & Zacharia, Z. C. (2024). Beyond inquiry or direct instruction: Pressing issues for designing impactful science learning opportunities. Educational Research Review, 44(April), 100623.

Dwi Kurniawati, Rahayu, S., & Osman, K. (2022). The impact of guided inquiry learning model on students’ higher order thinking skills in chemistry. Eurasia Journal of Mathematics, Science and Technology Education, 18(4).

Dwyer, C. P., Hogan, M. J., & Stewart, I. (2014). An integrated critical thinking framework for the 21st century. Thinking Skills and Creativity, 12, 43–52.

Facione, P. a. (2011). Critical thinking : what it is and why it counts. In Insight assessment (Issue ISBN 13: 978-1-891557-07-1.).

Kain, C., Koschmieder, C., Matischek-Jauk, M., & Bergner, S. (2024). Mapping the landscape: A scoping review of 21st century skills literature in secondary education. Teaching and Teacher Education, 151(August), 104739.

Kaynar, H., & Kurnaz, A. (2024). The effect of interdisciplinary teaching approach on the creative and critical thinking skills of gifted pupils. Thinking Skills and Creativity, 54, 101637.

Kim, N. J., Belland, B. R., & Walker, A. E. (2018). Effectiveness of computer-based scaffolding in the context of problem-based learning for STEM education: bayesian meta-analysis. Educational Psychology Review, 30(2), 397–429.

Kocak, O., Coban, M., Aydin, A., & Cakmak, N. (2021). The mediating role of critical thinking and cooperativity in the 21st-century skills of higher education students. Thinking Skills and Creativity, 42, 100967.

Lin, Y. G., McKeachie, W. J., & Kim, Y. C. (2003). College student intrinsic and/or extrinsic motivation and learning. Learning and Individual Differences, 13(3), 251–258.

Maknun, J. (2020). Implementation of guided inquiry learning model to improve understanding physics concepts and critical thinking skill of vocational high school students. International Education Studies, 13(6), 117.

Meulenbroeks, R., van Rijn, R., & Reijerkerk, M. (2024). Fostering secondary school science students’ intrinsic motivation by inquiry-based learning. Research in Science Education, 54(3), 339–358.

Muhamad Dah, N., Mat Noor, M. S. A., Kamarudin, M. Z., & Syed Abdul Azziz, S. S. (2024). The impacts of open inquiry on students’ learning in science: A systematic literature review. Educational Research Review, 43(March 2023), 100601.

Nisa, E. K., Koestiari, T., Habibbulloh, M., & Jatmiko, B. (2018). Effectiveness of guided inquiry learning model to improve students’ critical thinking skills at the senior high school. Journal of Physics: Conference Series, 997(1).

Paulsen, V. H., & Kolstø, S. D. (2022). Students’ reasoning when faced with test items of challenging aspects of critical thinking. Thinking Skills and Creativity, 43, 100969.

Prayogi, S., Verawati, N. N. S. P., Bilad, M. R., Samsuri, T., Hunaepi, Asy’ari, M., Yusup, M. Y., Azmi, I., & Ernita, N. (2025). Emphasizing reflective processes in scientific inquiry and its impact on preservice science teachers’ critical thinking skills. Social Sciences and Humanities Open, 12(January), 101895.

Rizki, I. A., Mirsa, F. R., Islamiyah, A. N., Saputri, A. D., Ramadani, R., & Habibbulloh, M. (2025). Ethnoscience-enhanced physics virtual simulation and augmented reality with inquiry learning: Impact on students’ creativity and motivation. Thinking Skills and Creativity, 57(April), 101846.

Ryan, R. M., & Deci, E. L. (2020). Intrinsic and extrinsic motivation from a self-determination theory perspective: Definitions, theory, practices, and future directions. Contemporary Educational Psychology, 61, 101860.

Uno, H. B. (2016). Tori motivasi dan pengukurannya. Bumi Aksara.

Wang, J., Guo, D., & Jou, M. (2015). A study on the effects of model-based inquiry pedagogy on students’ inquiry skills in a virtual physics lab. Computers in Human Behavior, 49, 658–669.


Refbacks

  • There are currently no refbacks.


Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.