The Influence of Thinking Styles on Students’ Critical Thinking in Biology Learning Using Research-Based e-LKPD

Jayanti Syahfitri; Meti Herlina

doi:10.35445/alishlah.v17i3.7338

The Influence of Thinking Styles on Students’ Critical Thinking in Biology Learning Using Research-Based e-LKPD

Jayanti Syahfitri, Meti Herlina

Abstract

Thinking styles represent individuals’ preferred ways of processing and solving problems, which may influence the development of higher-order thinking such as critical thinking. In the digital era, learning environments supported by technology, such as research-based electronic worksheets (e-LKPD), can accommodate diverse thinking styles and foster critical thinking. This study aimed to examine the influence of thinking styles on students’ critical thinking skills in biology learning assisted by e-LKPD. A total of 112 high school students were selected through random sampling. Data were collected using the Yanpiaw Creative-Critical Thinking Styles (YCCTS) instrument and a standardized critical thinking skills test. Regression analysis was employed to measure the relationship between thinking styles and indicators of critical thinking, including interpreting, analyzing, applying, evaluating, and concluding. The regression results indicated a significant relationship between thinking styles and critical thinking skills (p < 0.05). The R² values demonstrated strong predictive power across all indicators: interpreting (82.4%), analyzing (85.7%), applying (81.6%), evaluating (85.5%), and concluding (79.9%). Students with dominant critical thinking styles showed higher scores in critical thinking tests compared to those with balanced or creative styles. These findings suggest that thinking styles can serve as predictors of students’ critical thinking performance. Moreover, the use of research-based e-LKPD provides a supportive learning environment that enhances the expression of thinking styles, thereby strengthening critical thinking skills. Integrating digital, research-based learning resources is an effective strategy to align with students’ thinking styles and promote critical thinking in science education.

Keywords

Critical thinking skills; Influence; Research-based e-LKPD; Thinking styles

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References

Abdi, A. (2012). A Study on the Relationship of Thinking Styles of Students and Their Critical Thinking Skills. Procedia - Social and Behavioral Sciences, 47(1987), 1719–1723. https://doi.org/10.1016/j.sbspro.2012.06.889

Agarwal, N., & Rani, P. (2015). Thinking Styles: an Overview. Cosmos An International Journal of Art & Higher Education, 4(2), 1–3. https://doi.org/10.5281/zenodo.3837701

Aldossari, A. T., & Moh’d Ali Abu Jadou, M. (2021). The common thinking styles based on the mental self-government theory among saudi university students according to gender, academic achievement and extracurricular activities. International Journal of Learning, Teaching and Educational Research, 20(6), 25–276. https://doi.org/10.26803/IJLTER.20.6.14

Alimirzaloo, E., & Hashemnezhad, H. (2015). An investigation on the relationship between critical thinking skills, language learning strategies, and thinking styles of Iranian EFL learners. International Journal of Research Studies in Language Learning, 4(5), 57–74. https://doi.org/10.5861/ijrsll.2015.1106

Aljojo, N. (2017). Differences in styles of thinking “in light of sternberg’s theory”: A case study of different educational levels in Saudi Arabia. Journal of Technology and Science Education, 7(3), 333–346. https://doi.org/10.3926/jotse.291

Apaydin, B. B., & Cenberci, S. (2018). Correlation Between Thinking Styles and Teaching Styles of Prospective Mathematics Teachers. World Journal of Education, 8(4), 36. https://doi.org/10.5430/wje.v8n4p36

Arina, H. A., Munawaroh, F., Rosidi, I., & Hidayati, Y. (2019). Improving Students’ Critical Thinking Skills Through Research-Based Learning Approaches. Natural Science Education Research, 2(1), 17–24. https://doi.org/10.21107/nser.v2i1.4280

Asma, M., Ramat Ullah, B., & Bart, W. (2020). Relationship between Thinking Styles and Higher Order Thinking Skills. Journal of Research in Social Sciences, 8(2), 33–45.

Butterworth, J., & Thwaites, G. (n.d.). Thinking Skills: Critical Thinking and Problem Solving.

Çali, M., Lazimi, L., & Ippoliti, B. M. L. (2024). Relationship between student engagement and academic performance. International Journal of Evaluation and Research in Education , 13(4), 2210–2217. https://doi.org/10.11591/ijere.v13i4.28710

Chua, Y. P. (2018). The YANPIAW CREATIVE-CRITICAL STYLES test. (August). Retrieved from https://www.researchgate.net/publication/326826705_The_YANPIAW_CREATIVE-CRITICAL_STYLES_test

Cintamulya, I. (2019). Analysis of students’ critical thinking skills with reflective and impulsive cognitive styles on conservation and environmental knowledge learning. Asia-Pacific Forum on Science Learning and Teaching, 20(1), 1–14.

Daryanes, F., & Sayuti, I. (2023). Research-based learning in biology courses to train students critical thinking skills: Student’s perception. Biosfer, 16(1), 124–137. https://doi.org/10.21009/biosferjpb.23160

Ellala, Z. K., Abu-Attiyeh, J., & Alghazo, E. M. (2020). Preferred thinking styles of gifted students and the implications for curriculum development. Utopia y Praxis Latinoamericana, 25(Extra 6), 90–102. https://doi.org/10.5281/zenodo.3987580

Fitri April Yanti, Partono, H. K. & M. (2017). Improving Critical Thinking through Research Based Learning Model for Pre-Service Teacher. International Journal of Sciences: Basic and Applied Research (IJSBAR), 4531, 134–140. Retrieved from https://staffnew.uny.ac.id/upload/130681033/penelitian/8210-24161-1-PB IJSBAR.pdf

Güngör, C., & Akkaş Baysal, E. (2024). The Impact of Undergraduate Students’ Thinking Styles on Problem-Solving Skills. İnsan ve Toplum Bilimleri Araştırmaları Dergisi, 13(2), 697–716. https://doi.org/10.15869/itobiad.1299119

Hammad, M. A., & Awed, H. S. (2023). Thinking styles and their relationship with self-efficacy among deaf and hard-of-hearing adolescent students. Current Psychology, 42(29), 25880–25893. https://doi.org/10.1007/s12144-022-03597-8

Hayati, N., & Ali Noer, M. (2021). Understanding the Importance of Thinking Styles in Arabic Language Learning. International Journal of Academic Research in Progressive Education and Development, 10(4), 46–59. https://doi.org/10.6007/ijarped/v10-i4/11841

Indirwan Priyatno N, Kalsum, Muhammad Yunus Nurdin, J. M. (2024). Analysis of Differences in Students ’ Thinking Styles on Reading Comprehension of the Third Semester Students at. 5(1), 255–270.

Ismail, I., Hasanuddin, H., & Chandra, A. (2023). The Influence of Thinking Styles and Learning Styles on Student Learning Achievement. AL-ISHLAH: Jurnal Pendidikan, 15(1), 193–202. https://doi.org/10.35445/alishlah.v15i1.2896

John, T. E., & Thomas, B. (2019). Thinking styles : A study on secondary school students. 8(1), 1027–1035.

K Alenizi, M. A. (2020). “Relationship between thinking styles and cognitive load: A contextual study of Arab special learners.” Journal of Education and Humanities, 3(1), 3–17. https://doi.org/10.14706/jeh2020311

Kamarulzaman, W., Oo, C. K., Mohd Jodi, K. H., Che Aziz, R., & Mahmood, R. (2021). the Styles of Thinking Among Primary School Teachers. International Journal of Modern Education, 3(11), 58–67. https://doi.org/10.35631/ijmoe.311004

Kuo, P. H. (2016). Effects of synchronous web-based instruction on students’ thinking styles and creativity. Eurasia Journal of Mathematics, Science and Technology Education, 12(3), 609–619. https://doi.org/10.12973/eurasia.2016.1234a

Leasa, M. (2018). The correlation between emotional intelligence and critical thinking skills with different learning styles in science learning. AIP Conference Proceedings, 2014. https://doi.org/10.1063/1.5054539

Lin, S., Duan, W., Wang, Y., & Duan, H. (2024). Thinking Style Moderates the Impact of the Classroom Environment on Language Creativity. Journal of Intelligence, 12(1). https://doi.org/10.3390/jintelligence12010005

Mahardini, T., Khaerunisa, F., Wijayanti, I. W., & Salimi, M. (2019). Research Based Learning (Rbl) To Improve Critical Thinking Skills. Social, Humanities, and Educational Studies (SHEs): Conference Series, 1(2), 466–473. https://doi.org/10.20961/shes.v1i2.26816

Mohsin, M. N., Naureen, B., & Rana, K. N. (2021). Effects of Students thinking Styles on Classroom Participation and Academic Achievements: A Case Study of Pakistani Students. Sustainable Business and Society in Emerging Economies, 3(3), 195–207. https://doi.org/10.26710/sbsee.v3i3.1894

Nuraini, U., Restuningdiah, N., Sidharta, E. A., & Utami, H. (2021). Research-Based Learning to Improve Students’ Critical Thinking Skills in Studying Business Ethics. Proceedings of the International Conference on Strategic Issues of Economics, Business and, Education (ICoSIEBE 2020), 163(ICoSIEBE 2020), 186–191. Advances in Economics, Business and Management Research. https://doi.org/10.2991/aebmr.k.210220.033

Ortega, J., & Chua, E. (2024). Strategic impact assessment of revitalized science, technology and engineering program. International Journal of Science, Technology, Engineering and Mathematics, 4(1), 1–21. https://doi.org/10.53378/353028

Qummer, S., & Zamir, S. (2020). Thinking Styles of University Teachers: A Gender Based Difference. Journal of Research in Social Sciences (JRSS), 8(2), 77–94.

Reyk, J. V., Leasa, M., Talakua, M., & Batlolona, J. R. (2022). Research Based Learning: Added Value in Students’ Science Critical Thinking Skills. Jurnal Penelitian Pendidikan IPA, 8(1), 230–238. https://doi.org/10.29303/jppipa.v8i1.1121

Riduwan. (2013). Basics of Statistics.

Romadhani, F. D., & Lukmana, D. N. (2018). Correlation Between Students’Thinking Style and Academic Achievement. … Journal of …, 1(4), 337–341. Retrieved from http://download.garuda.kemdikbud.go.id/article.php?article=1090080&val=16394&title=CORRELATION BETWEEN STUDENTS THINKING STYLE AND ACADEMIC ACHIEVEMENT

Saini, G., Shabnam, Seema, & Bhatnagar, V. (2022). The Pattern of Executive Professionals’ Thinking Styles in Relation to cognitive Styles and Metacognition Skills. Cogent Psychology, 9(1). https://doi.org/10.1080/23311908.2022.2068741

Sajedi, R. (2018). Relationship Between Thinking Style, Critikal Thinking and Creativity Among The Students of Semnan University of Medical Sciences. Journal of Advanced Pharmacy Education & Research, 8(2), 7–11. Retrieved from https://japer.in/article/relationship-between-thinking-styles-critical-thinking-and-creativity-among-the-students-of-semnan-university-of-medical-sciences

Saprudin, S., Liliasari, S., Prihatmanto, A. S., & Setiawan, A. (2019). Pre-service physics teachers’ thinking styles and its relationship with critical thinking skills on learning interference and diffraction. Journal of Physics: Conference Series, 1157(3). https://doi.org/10.1088/1742-6596/1157/3/032029

Saptuti Susiani, T., Salimi, M., & Hidayah, R. (2018). Research Based Learning (RBL): How to Improve Critical Thinking Skills? SHS Web of Conferences, 42, 00042. https://doi.org/10.1051/shsconf/20184200042

Sarkingobir, Y., Egbebi, L. F., & Awofala, A. O. A. (2023). Bibliometric Analysis of the Thinking Styles in Math and Its’ Implication on Science Learning. International Journal of Essential Competencies in Education, 2(1), 75–87. https://doi.org/10.36312/ijece.v2i1.1391

Seventika, S. Y., Sukestiyarno, Y. L., & Mariani, S. (2018). Critical thinking analysis based on Facione (2015) - Angelo (1995) logical mathematics material of vocational high school (VHS). Journal of Physics: Conference Series, 983(1), 1–7. https://doi.org/10.1088/1742-6596/983/1/012067

Shirazi, F., & Heidari, S. (2019). The relationship between critical thinking skills and learning styles and academic achievement of nursing students. Journal of Nursing Research, 27(4), 1–7. https://doi.org/10.1097/jnr.0000000000000307

Syahfitri, J. (2024). The Utilization of Local Wisdom-based Interactive Digital Module to Improve Students’ Critical Thinking Skills. International Journal of STEM Education for Sustainability, 4(1), 110–119. https://doi.org/10.53889/ijses.v4i1.305

Syahfitri, J., & Muntahanah, M. (2023). Needs Analysis of the Biology Interactive Module Based on Bengkulu Local Wisdom. International Journal of STEM Education for Sustainability, 3(1), 139–155. https://doi.org/10.53889/ijses.v3i1.142

Tarigan, R. (2017). Analysis of Critical Thinking with Problem Based Learning in Physics Class. 104(Aisteel), 193–195. https://doi.org/10.2991/aisteel-17.2017.41

Wale, B. D., & Bishaw, K. S. (2020). Effects of using inquiry-based learning on EFL students’ critical thinking skills. Asian-Pacific Journal of Second and Foreign Language Education, 5(1), 1–14. https://doi.org/10.1186/s40862-020-00090-2

Yaakobi, E. (2017). Thinking styles and performance. Journal Clinical Psychiatry and Cognitive Psychology, 01(01), 10–11. https://doi.org/10.35841/clinical-psychiatry.1000104

Yazar Soyadı, B. B. (2015). Creative and Critical Thinking Skills in Problem-based Learning Environments. Journal of Gifted Education and Creativity, 2(2), 71–71. https://doi.org/10.18200/jgedc.2015214253

DOI: https://doi.org/10.35445/alishlah.v17i3.7338