Analysis of Students Scientific Reasoning Ability and the Correlation to Students Cognitive Ability in Physics Learning
DOI:
10.29303/jppipa.v9i11.5657Published:
2023-11-25Issue:
Vol. 9 No. 11 (2023): NovemberKeywords:
Cognitive Ability, LCSTR, Scientific Reasoning AbilityResearch Articles
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Abstract
This study aims to identify students scientific reasoning ability in Palu city and the correlation between students’ scientific reasoning abilities and their cognitive aptitude within the context of physics education. In this study, we adopted a descriptive quantitative research method where the respondents consist of four high schools in Palu city, namely SMAN 1, SMAN 7, SMAN 6, and SMAN 4 Palu. An instrument by Lawson (LCSTR) was adapted for this study and it consist of 12 items two tier multiple-choice that contains conservation of mass and volume, proportional thinking, control of variables, probabilistic thinking, correlational thinking, and hypothetical deductive reasoning. Meanwhile, for the cognitive understanding test, we utilized a static fluid concept comprehension test. The findings of this research using SPSS to analyzed find that Pearson correlation coefficient is 0,54 that revealed significant correlations between students’ scientific reasoning abilities and their cognitive aptitude in the context of physics learning. These correlations provided valuable insights into how these components influence each other and impact students’ performance and achievement in physics. The study’s result has implications for educators as a reference in the selection of models and methods of physics learning appropriate to train and develop students scientific reasoning skills.
References
Anwar, E. (2015). A Study of Reasoning Ability of Secondary School Students In Relation to Their Intelligence. Journal of Humanities and Social Science, 20 (5), 29-31. http://dx.doi.org/10.31703/grr.2020(V-I).39
Ates, S. &. (2007). The effects of students' cognitive styles on conceptual understandings and problem-solving skills in introductory mechanics. Research in Science & Technological Education, 167–178. https://doi.org/10.1080/02635140701250618
Bao, K. K. L (2022). Theoretical model and quantitative assessment of scientific thinking and reasoning. Physical Review Physics Educcation Research. 18 (1). https://doi.org/10.1103/PhysRevPhysEducRes.18.010115
Bao, L. (2019). Physics education research for 21st century learning. Disciplinary and Interdisciplinary Science Education Research. 1(1). https://doi.org/10.1186/s43031-019-0007-8
Bao, Y. X. L (2018). Validity Evaluation of the Lawson Classroom test Of Scientific Reasoning. Physical Review Physics Education Research. 14 (2). https://doi.org/10.1103/PhysRevPhysEducRes.14.020106
Burais, M. I.L. (2020). Peningkatan Kemampuan Penalaran Matematis Siswa Melalui Model Discovery Learning. Jurnal Didaktik Matematika, 6(1), 77-86. https://doi.org/10.46244/numeracy.v6i1.434
Fatima, S. K. (2008). Reasoning Ability of School Students. New Delhi: Discovery Publishing House.
Göhner, M. a. (2022). Preservice Science Teachers’ Strategiesin Scientific Reasoning: The Case of Modeling. Research in Science Education, 52(2), 395-414. https://doi.org/10.1007/s11165-020-09945-7
Hrouzková, T., & Richterek, L. (2021). Lawson Classroom Testof Scientific Reasoningat Entrance University Level. International Baltic Symposium on Science and Technology Education. Šiauliai, Lithuania: Vilnius University.
Johnson, A. L. M. A. (1998). What Are The Relative Effects Of Reasoning Ability And Prior Knowledge On Biology Achievement In Expository And Inquiry Classes. Journal of Research in Science Teaching, 315 (1) 89-103. https://doi.org/10.1002/(SICI)1098-2736(199801)35:1%3C89::AID-TEA6%3E3.0.CO;2-J
Kambeyo, L. (2017). Scientific Reasoning Skills: A Theoretical Background on Science Education. NERA Journal, 40-64. Retrieved from https://core.ac.uk/download/pdf/326019028.pdf
Kiswantoa, A. (2017). The Effect Of Learning Methods And The Ability Of Students Think Logically To The Learning Outcomes On Natural Sciences Of Grade Iv`S Student. Advances in Social Science, Education and Humanities Research. https://doi.org/10.2991/icset-17.2017.168
Koerber, S. &. (2019). Individual differences in early scientific thinking: Assessment, cognitive influences, and their relevance for science learning. Journal of Cognition and Development, 20(4), 510-533. https://doi.org/10.1080/15248372.2019.1620232
Konita, M. A.M. (2019). Kemampuan Penalaran Matematis dalam Model Pembelajaran Connecting, Organizing, Reflecting, Extending (CORE). PRISMA, Prosiding Seminar Nasional Matematika, 611-615. Retrieved from https://journal.unnes.ac.id/sju/index.php/prisma/article/view/29072
Krell, C. R. (2020). Assessing Pre-Service Science Teachers’ Scientific Reasoning Competencies. Research in Science Education, 50, 2305–2329. https://doi.org/10.1007/s11165-018-9780-1
Lawson, A. E. (2005). What is the role of induction and deduction in reasoning and scientiï¬c inquiry? Journal of Research in Science Teaching, 42(6), 716-740. https://doi.org/10.1002/tea.20067
Lawson, A.E.; Clark, B.; Cramer-Meldrum, E.; Falconer, K.A.; Sequist, J.M.; Kwon, Y.-J. (2000). Development of Scientific Reasoning in College Biology: Do Two Levels of General Hypothesis-Testing Skills Exist? J. Res. Sci. Teach, 37, 81–101. http://dx.doi.org/10.1002/(SICI)1098-2736(200001)37:1%3C81::AID-TEA6%3E3.0.CO;2-I
Lawson. A. E, B. (2009). The Nature And Development Of Development Of Scientific Reasoning: a synthetic view. International Journal of Science Education, 307-338. https://doi.org/10.1007/s10763-004-3224-2
Lemmer, J. K. (2020). Analysis of students' conceptions of basic magnetism from a complex systems perspective. Research in Science Education, 375-392. https://doi.org/10.1007/s11165-018-9693-z
Luo, D. S. M. (2021). Evaluating Scientific Reasoning Ability: Student Performance And The Interaction Effects Between Grade Level, Gender, And Academic Achievement Level. Thinking Skills and Creativity. https://doi.org/10.1016/j.tsc.2021.100899
Novia, R. (2017). The Analysis of Students Scientific Reasoning Ability In Solving The Modified Lawson Classroom Test of Scientific Reasoning (MLCTSR) Problems by Applying The Levels Of Inquiry. Jurnal Pendidikan IPA Indonesia, 116-122. https://doi.org/10.15294/jpii.v6i1.9600
Nyberg, K. K. (2020). How to Measure Scientific Reasoningin Primary School: A Comparison of Different Test Modalities. European Journal of Science and Mathematics Education, 8(3), 136-144. https://doi.org/10.30935/scimath/9552
Pelamonia, E. M. J. (2017). Empowerment Scientific Reasoning in Science Learning for Junior High School Students in Ambon City. Proceeding International Seminar on Education Universitas Patimura, 104-113 Retrieved from https://ojs.unpatti.ac.id/index.php/ises/article/view/385
Purwana, L. D. (2016). Profil Kompetensi Awal Penalaran Ilmiah (Scientific Reasoning) Mahasiswa pada Perkuliahan Fisika Sekolah. Prosiding Simposium Nasional Inovasi Dan Pembelajaran Sains, 753-756. Retrieved from https://ifory.id/proceedings/2016/4chQ7E9Cp/snips_2016_unang_purwana_3e6beb7ae0769e91a997aefaa2887217.pdf
Putri, N. -H. (2020). Students’ scientific reasoning skills in a fluid and its correlation with project activity. Journal of Physics: Conference Series. 1567 032083. https://doi.org/10.1088/1742-6596/1567/3/032083
Riyanti, H. S. (2018). Enhancing Students’ Logical-Think-ing Ability in Natural Science Learning with Generative Learning Model. Biosainti-fika: Journal of Biology & Biology Educatio, 10 (3), 648-654. https://doi.org/10.15294/biosaintifika.v10i3.16612
Rubbo, J. C. (2012). Scientific Reasoning Abilities Of Nonscience Majors In Physics-Based Courses. Physics education research, 8, 1-8. https://doi.org/10.1103/PhysRevSTPER.8.010106
Steinberg, R. a. (2013). Understanding And Affecting Science Teacher Candidates’ Scientific Reasoning In Introductory Astrophysics. American Physical Society, 9 020111, 1-10. https://link.aps.org/doi/10.1103/PhysRevSTPER.9.020111
Wei, Z. J. (2022). Examining The Nature Of Practical Work In School Science Textbooks: Coverage Of The Diversity Of Scientific Methods. Science & Education, 943-960. https://doi.org/10.1007/s11191-021-00294-z
Woolley, A. M. J. S. (2018). Undergraduate students demonstrate common false scientific reasoning strategies. Thinking Skills and Creativity, 01-113. https://doi.org/10.1016/j.tsc.2017.12.004
Author Biographies
Kamaluddin, Universitas Tadulako
Nurul Kami Sani, universitas tadulako
I Wayan Darmadi, Universitas Tadulako
Nurgan, Universitas Tadulako
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Copyright (c) 2023 Kamaluddin, Nurul Kami Sani, I Wayan Darmadi, Nurgan

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