The effect of PhET simulations-assisted inquiry-based learning on students' critical thinking skills
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Abstract
The purpose of this study is to determine the influence of inquiry-based learning on students' critical thinking skills. The study employed a quantitative approach using a quasi-experimental design with a nonequivalent control group. This study involved an experimental class and a control class with a total of 44 students. The data collected were statistically analyzed using an independent sample t-test. Based on data analysis, it was found that inquiry-based learning based on PhET simulations can improve the critical thinking skills of high school students. Inquisition-based learning allows students to act as scientists, using scientific methods to explore natural phenomena, so as to develop students' critical thinking and problem-solving skills. Blending with PhET simulations helps students develop a deeper understanding of scientific concepts by providing visual and interactive ways to explore and test hypotheses.
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References
Amanda, F. F., Sumitro, S. B., & Lestari, S. R. (2022). The Correlation of Critical Thinking and Concept Mastery to Problem-Solving Skills: The Role of Complexity Science-Problem Based Learning Model. Pedagogika, 146(2), 80–94. https://doi.org/10.15823/p.2022.146.4
Braz, A. C., Marie, A., & Victorine, G. (2020). Social skills inventory for the elderly: An instrument for use in Brazil. Sociedade de Psicoterapias Analíticas Grupais Do Estado de São Paulo, 21(2), 7–22. https://dialnet.unirioja.es/servlet/articulo?codigo=7603383
Cao, X. (2022). Adoption of M-Learning in Business English Course and Its Relationship to Learning Style Preferences: An Empirical Investigation. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.881866
Carretero-dios, H., Pérez, C., & Granada, U. De. (2005). Normas para el desarrollo y revisión de estudios instrumentales. International Journal of Clinical and Health Psychology, 5, 521–551.
Chengere, A. M., Bono, B. D., Zinabu, S. A., & Jilo, K. W. (2025). Enhancing secondary school students’ science process skills through guided inquiry-based laboratory activities in biology. PLoS ONE, 20(4 April). https://doi.org/10.1371/journal.pone.0320692
Cock, J. M., Delevaux, V., Roll, I., Davis, R., & Käser, T. (2025). One Code to Predict Them All: Universal Encoding for Inquiry Modeling. Lecture Notes in Computer Science, 15881 LNAI, 60–67. https://doi.org/10.1007/978-3-031-98462-4_8
Creswell, J. W. (2015). Educational research - planning, conducting, and evaluating quantitative and qualitative research - fifth edition. In AORN Journal (Vol. 62, Issue 1).
Diab, H., Daher, W., Rayan, B., Issa, N., & Rayan, A. (2024). Transforming Science Education in Elementary Schools: The Power of PhET Simulations in Enhancing Student Learning. Multimodal Technologies and Interaction, 8(11). https://doi.org/10.3390/mti8110105
Ennis, R. H. (2015). Critical thinking: A streamlined conception. In The Palgrave handbook of critical thinking in higher education (pp. 31–47). Springer.
Fan, X., Geelan, D., & Gillies, R. (2018). Evaluating a novel instructional sequence for conceptual change in physics using interactive simulations. Education Sciences, 8(1). https://doi.org/10.3390/educsci8010029
Flegr, S., Kuhn, J., & Scheiter, K. (2023). When the whole is greater than the sum of its parts: Combining real and virtual experiments in science education. Computers and Education, 197. https://doi.org/10.1016/j.compedu.2023.104745
Geelan, D. R., & Fan, X. (2014). A novel instructional sequence for interactive simulations (ISIS): Developing conceptual understanding in physics education in China within a context of curricular reform. Proceedings - 2014 International Conference of Educational Innovation Through Technology, EITT 2014, 212–219. https://doi.org/10.1109/EITT.2014.41
Gerhátová, Ž., Perichta, P., Drienovský, M., & Palcut, M. (2021). Temperature measurement—inquiry-based learning activities for third graders. Education Sciences, 11(9). https://doi.org/10.3390/educsci11090506
Gibson, G. (2016). Critical thinking: Theories, methods and challenges. In Critical Thinking: Theories, Methods and Challenges. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85021984090&partnerID=40&md5=eeaffd10b6c6c58fd27181a7f45d6f1e
Hasyim, F., Prastowo, T., & Jatmiko, B. (2020). The Use of Android-Based PhET Simulation as an Effort to Improve Students’ Critical Thinking Skills during the Covid-19 Pandemic. International Journal of Interactive Mobile Technologies, 14(19), 31–41. https://doi.org/10.3991/ijim.v14i19.15701
Hedley, M. L., Templin, M. A., Czajkowski, K., & Czerniak, C. (2013). The use of geospatial technologies instruction within a student/teacher/scientist partnership: Increasing students’ geospatial skills and atmospheric concept knowledge. Journal of Geoscience Education, 61(1), 161–169. https://doi.org/10.5408/11-237.1
Indana, S., Agustini, R., & Rahayu, Y. S. (2020). Effectiveness of Learning Material by ICT-Based Guided Inquiry Model to Train Critical Thinking Skill and Science Literacy. Proceedings of the 7th Mathematics, Science, and Computer Science Education International Seminar, MSCEIS 2019. https://doi.org/10.4108/eai.12-10-2019.2296311
Indrawatiningsih, N., As’Ari, A. R., & Rahardi, R. (2019). The ability of high school students’ critical thinking in solving trigonometric problems. IOP Conference Series: Earth and Environmental Science, 243(1). https://doi.org/10.1088/1755-1315/243/1/012050
Justice, C., Rice, J., Roy, D., Hudspith, B., & Jenkins, H. (2009). Inquiry-based learning in higher education: Administrators’ perspectives on integrating inquiry pedagogy into the curriculum. Higher Education, 58(6), 841–855. https://doi.org/10.1007/s10734-009-9228-7
Koçoğlu, A., & Kanadlı, S. (2025). Critical thinking disposition as a mediator in creativity and problem-solving: A MASEM study. Intelligence, 113. https://doi.org/10.1016/j.intell.2025.101951
Kori, K. (2021). Inquiry-Based Learning in Higher Education. In Lecture Notes in Educational Technology (pp. 59–74). https://doi.org/10.1007/978-981-16-2082-9_4
Kousloglou, M., Petridou, E., Molohidis, A., & Hatzikraniotis, E. (2023). Assessing Students’ Awareness of 4Cs Skills after Mobile-Technology-Supported Inquiry-Based Learning. Sustainability (Switzerland), 15(8). https://doi.org/10.3390/su15086725
Kuzina, E. V, Zhogova, I. G., & Nadezhdina, E. Y. (2022). Impact of Teaching Critical Thinking Skills on Reading Comprehension in Higher Business Education. Journal of Higher Education Theory and Practice, 22(15), 129–137. https://doi.org/10.33423/jhetp.v22i15.5566
Lam, M. S., Shao, J., Zhou, R., Yau, P. C., & Wong, D. (2024). Inquiry-Based Education Technological Application Model in Distance Learning. ACM International Conference Proceeding Series, 127–131. https://doi.org/10.1145/3661904.3661912
Li, P.-H., & Huang, Y.-M. (2024). Enhancing ChatGPT in POE Inquiry Learning for STEM Education to Improve Critical Thinking Skills. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14785 LNCS, 30–39. https://doi.org/10.1007/978-3-031-65881-5_4
Lombardi, L., Thomas, V., Rodeyns, J., Mednick, F. J., De Backer, F., & Lombaerts, K. (2024). Primary school teachers’ experiences of teaching strategies that promote pupils’ critical thinking. Educational Studies, 50(5), 683–701. https://doi.org/10.1080/03055698.2021.1990017
Marcolino, A. S., Praca, E. A., & Silva, E. G. D. (2019). Towards A Practical Approach to Improve the Interdisciplinary Teaching and Learning Process through M-learning Innovative Projects. Proceedings - Frontiers in Education Conference, FIE, 2019-Octob. https://doi.org/10.1109/FIE43999.2019.9028498
Mkimbili, S. T., & Ødegaard, M. (2020). Inquiry-based science teaching in community secondary schools in Tanzania: role played by the language of instruction. Cultural Studies of Science Education, 15(4), 1121–1142. https://doi.org/10.1007/s11422-020-09973-9
Nasution, N. E. A., Al Muhdhar, M. H. I., & Sari, M. S. (2023). Relationship between Critical and Creative Thinking Skills and Learning Achievement in Biology with Reference to Educational Level and Gender. Journal of Turkish Science Education, 20(1), 66–83. https://doi.org/10.36681/tused.2023.005
Prapulla, S. B., Patra, S. M., Subramanya, K. N., & Uma, B. V. (2022). Techniques for Strengthening 21st Century Learners’ Critical Thinking Skills. Journal of Engineering Education Transformations, 36(special issue 2), 512–518. https://doi.org/10.16920/jeet/2023/v36is2/23078
Prayogi, S. (2023). Problem-based learning utilizing assistive virtual simulation in mobile application to improve students’ critical thinking skills. Humanities and Social Sciences Letters, 11(3), 351–364. https://doi.org/10.18488/61.v11i3.3380
Putranta, H., & Wilujeng, I. (2019). Physics learning by PhET simulation-assisted using problem based learning (PBL) model to improve students’ critical thinking skills in work and energy chapters in MAN 3 Sleman. Asia-Pacific Forum on Science Learning and Teaching, 20(1). https://www.scopus.com/inward/record.uri?eid=2-s2.0-85074331130&partnerID=40&md5=73a3e7ccbd23665dd2a5c3949303dc80
Quitadamo, I. J., & Kurtz, M. J. (2007). Learning to improve: Using writing to increase critical thinking performance in general education biology. CBE Life Sciences Education, 6(2), 140–154. https://doi.org/10.1187/cbe.06-11-0203
Rahmadhani, P., Sutrisno, S., & Widarti, H. R. (2021). Increasing students’ critical thinking skills in fundamental of analytical chemistry using inquiry-based learning with OE3R strategy. AIP Conference Proceedings, 2330. https://doi.org/10.1063/5.0043151
Rahmatan, H. (2021). Application of free inquiry based module to improve critical thinking skill of Islamic Senior High School students in Bireuen State. AIP Conference Proceedings, 2331. https://doi.org/10.1063/5.0041847
Ramaila, S. (2024). Pedagogical Affordances of Physics Education Technology in Teaching and Learning: A Systematic Review. International Journal of Technology, Knowledge and Society, 20(2), 109–131. https://doi.org/10.18848/1832-3669/CGP/v20i02/109-131
Rosania, R. A., Ibrohim, I., & Handayani, N. (2023). Improvement of Critical Thinking Skills and Cognitive Learning Outcomes Through Guided Inquiry Learning Models. AIP Conference Proceedings, 2569. https://doi.org/10.1063/5.0112964
Sáenz-Rodríguez, R. R., Ramirez-Asis, E. E., Dextre-Martinez, W. R., & Guerra-Muñoz, M. E. (2021). Cooperative learning enhances critical thinking in Peruvian economics university students. Economic Annals-XXI, 193(9–10), 146–151. https://doi.org/10.21003/ea.V193-18
Santana-Vega, L. E., Suárez-Perdomo, A., & Feliciano-García, L. (2020). Inquiry-based learning in the university context: A systematic review. Revista Espanola de Pedagogia, 78(277), 519–537. https://doi.org/10.22550/REP78-3-2020-08
Sapriati, A., Rahayu, U., Sausan, I., Sekarwinahyu, M., & Anam, R. S. (2024). THE IMPACT OF INQUIRY-BASED LEARNING ON STUDENTS’ CRITICAL THINKING IN BIOLOGY EDUCATION PROGRAMS WITHIN OPEN AND DISTANCE LEARNING SYSTEMS. Jurnal Pendidikan IPA Indonesia, 13(3), 367–376. https://doi.org/10.15294/7sty9026
Sayadi, D. S., & Pangandaman, H. K. (2025). TECHNOLOGY-ENHANCED SCIENCE TEACHING FOR 21ST-CENTURY LEARNING: A SYSTEMATIC REVIEW OF EVIDENCE-BASED STRATEGIES AND THEIR ALIGNMENT WITH SDG 4. Jurnal Pendidikan IPA Indonesia, 14(3), 585–598. https://doi.org/10.15294/jpii.v14i3.29379
Shroat-Lewis, R. A., & Hage, M. (2021). Engaging Students at All Academic Levels in an Inquiry-Based Paleoecologic Learning Activity—Even When You Don’t Have the Rocks. Journal of College Science Teaching, 51(2), 78–87. https://doi.org/10.1080/0047231X.2021.12290552
Stoesz, B. M., Eaton, S. E., & Seeland, J. (2022). Critical Thinking as an Antidote to Contract Cheating. In Contract Cheating in Higher Education: Global Perspectives on Theory, Practice, and Policy (pp. 107–122). https://doi.org/10.1007/978-3-031-12680-2_8
Sukamto, I., Maulina, H., Maulina, D., Widyastuti, W., & Ika, W. U. T. (2022). Integrated STEM 3.0 Approach to Enhance Critical Thinking Skills: An Empirical Evidence. Jurnal Pendidikan Progresif, 12(3), 1244–1257. https://doi.org/10.23960/jpp.v12.i3.202219
Sürücü, L., & Maslakci, A. (2020). Validity and reliability in quantitative research. Business & Management Studies: An International Journal, 8(3), 2694–2726.
Suwono, H., Adi, W. C., & Suarsini, E. (2019). Guided inquiry-blended learning (GI-BL) to enhance the critical thinking skill of undergraduate biology students. AIP Conference Proceedings, 2081. https://doi.org/10.1063/1.5094017
Tapia-Gutierrez, C. P., & Delgado, S. C.-. (2015). Design of an instrument to assess social skills in teacher training programs. Procedia - Social and Behavioral Sciences, 197(February), 1074–1078. https://doi.org/10.1016/j.sbspro.2015.07.342
Tasgin, A., & Dilek, C. (2023). The mediating role of critical thinking dispositions between secondary school student’s self-efficacy and problem-solving skills. Thinking Skills and Creativity, 50. https://doi.org/10.1016/j.tsc.2023.101400
Yaghmaie, F. (2003). Content validity and its estimation. Journal of Medical Education, 3(1).