METACOGNITION AND INQUIRY-BASED LEARNING AS INFLUENCES OF SCIENCE PROCESS SKILLS IN STEM EDUCATION
Abstract
The low science process skills among Science, Technology, Engineering, Mathematics students has become an urgent concern in education worldwide This study assessed the impact of metacognition and inquiry-based learning on the science process skills of 114 STEM students, revealing that despite high levels of metacognitive awareness and inquiry-based learning, students exhibit only satisfactory science process skills with notable deficits in hypothesizing and experimenting. Regression analysis confirmed that these factors account for only 10.2% of science process skills variance, highlighting a significant disconnect between students' cognitive awareness and their practical application of science competencies. This disparity suggests that current inquiry-based practices likely lack the structured, explicit scaffolding required to translate theoretical knowledge into operational skill. To bridge this gap, educators should prioritize the integration of explicit, process-focused instruction and guided scaffolding within inquiry tasks to directly enhance students' proficiency in experimental design and hypothesis formulation.
References
Abate, N. S., Weldemariam, G. A., & Kassa, A. F. (2020). Science process skills levels of secondary school students and their influencing factors. Journal of Mathematics and Science Education, 8(2), 45–58.
Apeadido, S., Opoku-Mensah, D., & Mensah, E. (2024). Senior high school students' acquisition of science process skills in biology. Journal of Science Education Research, 12(3), 112–125.
Aydoğan Ağmanalmaz, B., & Polat, M. (2025). Identifying the difficulties in developing hypothesis formation skills in science classes. Journal of STEM Teacher Institutes, 5(1), 21 35. https://www.jstei.com/index.php/jsti/article/view/85
Balanay, S. B. Jr., & Fajardo, M. T. M. (2025). Analysis and design of a multidirectional scientific inquiry model (MSIM) based on existing inquiry-based tasks (IBT). American Journal of Educational Research, 13(4), 156–162. https://doi.org/10.12691/education-13-4-2
Bellon, E., Fias, W., & De Smedt, B. (2020). Metacognition across domains: Is the association between arithmetic and metacognitive monitoring domain- specific? PLOS ONE, 15(3), e0229932. https://doi.org/10.1371/journal.pone.0229932
Bybee, R. W., Taylor, J. A., Gardner, A., Van Scotter, P., Powell, J. C., Westbrook, A., & Landes, N. (2006). The BSCS 5E instructional model: Origins and effectiveness. BSCS.
Bruner, J. S. (1961). The act of discovery. Harvard Educational Review, 31(1), 21–32.
Cairns, D. (2019). Exploring the relations of inquiry-based teaching to science achievement and dispositions in 54 countries. Research in Science Education, 49(1), 1–23. https://doi.org/10.1007/s11165-017-9639-x
Canoy, A. M. M. (2024). The influence of inquiry-based learning on integrated science process skills of college students in Tagum City: Basis for an intervention plan. EPRA International Journal of Multidisciplinary Research (IJMR). https://doi.org/10.36713/epra18107
Creswell, J. W., & Creswell, J. D. (2018). Research design: Qualitative, quantitative, and mixed methods approaches (5th ed.). SAGE Publications.
Damopolii, I., Keley, U., Rianjani, D. T., Nunaki, J. H., Nusantari, E., & Kandowangko, N. Y. (2020). Potential of inquiry-based learning to train students' metacognitive and science process skill. Jurnal Ilmiah Peuradeun, 8(1), 55–68. https://doi.org/10.26811/peuradeun.v8i1.351
De Backer, L., Van Keer, H., & Valcke, M. (2020). Variations in socially shared metacognitive regulation and their relation with university students' performance. Metacognition and Learning, 15(2), 233– 259. https://doi.org/10.1007/s11409-020-09229-5
Flavell, J. H. (1979). Metacognition and cognitive monitoring: A new area of cognitive–developmental inquiry. American Psychologist, 34(10), 906– 911. https://doi.org/10.1037/0003-066X.34.10.906
Gejda, L. M., & LaRocco, D. J. (2006). Inquiry-based instruction in secondary science classrooms: A survey of teacher practice [Paper presentation]. 37th Annual Northeast Educational Research Association Conference, Kerhonkson, NY, United States.
Irwanto, Rohaeti, E., & Prodjosantoso, A. K. (2021). Science process skills and chemistry: A meta-analysis. Asia-Pacific Forum on Science Learning and Teaching, 19(2), Article 15.
Jardinico III, R. S., & Linaugo, J. D. (2023). Proficiency in fundamental and integrated science process skills among junior high school learners. International Journal of Science Education Research, 11(2), 34–48.
Jerrim, J., Oliver, M., & Sims, S. (2022). The relationship between inquiry-based teaching and students' achievement: New evidence from a longitudinal PISA study in England. Learning and Instruction, 80, 101589. https://doi.org/10.1016/j.learninstruc.2022.101589
Journal of Engineering and Applied Sciences. (2019). Acquisition of science process skills among senior secondary school chemistry students in Nigeria. Journal of Engineering and Applied Sciences, 14(6), 2010–2016.
Kampa, M., Neumann, K., & Heitmann, P. (2021). Assessing science process skills in secondary education: A systematic review. Studies in Educational Evaluation, 68, 100963. https://doi.org/10.1016/j.stueduc.2020.100963
Kapici, H. O., Akcay, H., & Cakir, H. (2022). Investigating the effects of different levels of guidance in inquiry-based hands-on and virtual science laboratories. International Journal of Science Education, 44(2), 324– 345. https://doi.org/10.1080/09500693.2022.2028926
Kruit, P. M., Oostdam, R. J., van den Berg, E., & Schuitema, J. A. (2018). Assessing students’ ability in performing scientific inquiry: instruments for measuring complex science skills in primary education. Research in Science & Technological Education, 36(4), 413–439.
Kurniaty, D., Widodo, A., & Rochintaniawati, D. (2025). Interventions and predictors for enhancing science process skills in senior high school STEM students: A scoping review. Journal of STEM Education Research, 8(1), 56–72.
Kusuma, M. A., & Rusmansyah, R. (2021). Science process skills proficiency of senior high school students in Banjarmasin, Indonesia. Indonesian Journal of Science Education, 9(3), 345–356.
Listiani, I., & Kusuma, M. A. (2024). Junior high school students' proficiency in science process skills in Kanda Middle School, Indonesia. Journal of Science Learning, 7(1), 22–33.
Mariano, M. B. (2024). Incorporating metacognitive design thinking process in STEM students' science investigatory projects (SIP) [Doctoral dissertation, De La Salle University]. Animo Repository. https://animorepository.dlsu.edu.ph/etdd_scied/24/
Modesto, D. B. (2025). Exploring shared metacognition in a community of inquiry and its effect on physics performance in an online blended learning modality [Doctoral dissertation, De La Salle University]. Animo Repository. https://animorepository.dlsu.edu.ph/etdd_scied/51
Neyman, J. (1934). On the two different aspects of the representative method: The method of stratified sampling and the method of purposive selection. Journal of the Royal Statistical Society, 97(4), 558– 625. https://doi.org/10.2307/2342192
Ozturk, N. (2021). Metacognitive awareness and academic achievement: A correlational study. International Journal of Educational Research Review, 6(1), 1–10.
Padilla, M. J. (1990). The science process skills. Research Matters—To the Science Teacher, 9004, 1–4.
Pols, C. F. J., Dekkers, P. J. J. M., & de Vries, M. J. (2021). Students' difficulties in interpreting data and drawing conclusions in inquiry-based science education in the Netherlands. International Journal of Science Education, 43(8), 1234– 1252.
Pozuelo-Muñoz, J., Calvo-Zaragoza, E., & Martínez-Monés, A. (2023). Students' struggles with integrated science process skills. Education Sciences, 13(5), 456. https://doi.org/10.3390/educsci13050456
Putri, A., Nusantara, T., Purwanto, & As'ari, A. R. (2025). The contribution of critical thinking skills in rich mathematical problem completion: Insights from pre- service mathematics teachers. Eurasia Journal of Mathematics, Science and Technology Education, 21(2), Article em2581. https://doi.org/10.29333/ejmste/15931
Rophi, N. F., Rusmansyah, R., & Kusuma, M. A. (2024). Science process skills of students in Tarakan National-Plus Middle School, Indonesia. Journal of Science and Mathematics Education, 12(2), 89–101.
Rusmini, R., Rahayu, S., & Suharto, B. (2021). University students' competence in applying science process skills: A case study in Indonesia. Journal of Turkish Science Education, 18(4), 678–692.
Schraw, G., & Dennison, R. S. (1994). Assessing metacognitive awareness. Contemporary Educational Psychology, 19(4), 460– 475. https://doi.org/10.1006/ceps.1994.1033
Stanton, J. D., Sebesta, A. J., & Dunlosky, J. (2021). Fostering metacognition to support student learning and performance. CBE—Life Sciences Education, 20(2), fe3. https://doi.org/10.1187/cbe.20-12-0289
Sufriyah, L., Zulfiani, Z., & Fadlilah, D. R. (2024). Analisis keterampilan proses sains siswa pada model pembelajaran inkuiri terbimbing materi bioteknologi [Analysis of students' science process skills in the guided inquiry learning model of biotechnology materials]. Jakarta: FITK UIN Syarif Hidayatullah Jakarta.
Tomas, M. L. (2023). Science process skills proficiency among secondary science educators in the Philippines. Asia-Pacific Journal of Science Education, 5(1), 102–118.
Ventura, J. G. (2024). Science process skills mastery among senior high school students in selected Davao City schools. Mindanao Journal of Science Education, 18(1), 44–59.
Yamane, T. (1967). Statistics: An introductory analysis (2nd ed.). Harper and Row.
Zabala, R. T., & Dayaganon, R. F. (2023). Senior high school students' mastery of science process skills in selected Davao City schools. Davao Research Journal, 14(2), 67–81.
Zeidan, A. H., & Jayosi, M. R. (2015). Science process skills and attitudes toward science among Palestinian secondary school students. World Journal of Education, 5(1), 13–24. https://doi.org/10.5430/wje.v5n1p13
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