How are Critical Thinking Skills Related to Students’ Self-Regulation and Independent Learning?
DOI:
https://doi.org/10.47750/pegegog.13.04.10Keywords:
critical thinking skills, independent learning, self-regulation, mathematics learningAbstract
Studying in college requires students to have critical thinking skills, independent learning, and good self-regulation to manage student performance in college assignments. This research is longitudinal research with a mixed method: exploratory sequential design. The research respondents were 128 high school students. Collecting data through questionnaires, interviews, and written tests. Data were analyzed through two-way ANOVA test with interaction factor. The research was conducted for one semester by applying problem-based learning in mathematics class. This study aims to explore the extent to which the contribution and interaction of self-regulation and independent learning in influencing the formation of students' critical thinking skills as preparation for entering college. The results showed that conceptually critical thinking skills, independent learning, and self-regulation have a close and interrelated relationship. In the learning process (mathematics), independent learning and self-regulation interact dynamically to improve students' critical thinking skills. Given the importance of self-regulation and independent learning in improving students' critical thinking skills, it is recommended that teachers develop learning models based on cognitive approaches that are appropriate to students' learning styles, such as problem-solving, problem posing, or brainstorming solutions.
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Acosta-Gonzaga, E., & Ramirez-Arellano, A. (2021). The influence of motivation, emotions, cognition, and metacognition on students’ learning performance: A comparative study in higher education in blended and traditional contexts. SAGE Open, 1(2), 1–12. https://doi.org/10.2307/749761
Adams, N., Hayes, C., Dekkers, A., Elliott, S., & Atherton, J. (2012). Obtaining independent learning and academic success through self-assessment and referral to a Mathematics Learning Centre. The International Journal of the First Year in Higher Education, 3(2), 21–32. https://doi.org/10.5204/intjfyhe.v3i2.126
Akapo, M. A. (2021). Critical thinking; The father of all disciplines. Integrity Journal of Arts and Humanities, 2(4), 70–76. https://doi.org/10.31248/ijah2021.036
Anjomshoa, L., & Sadighi, F. (2015). The importance of motivation in second language acquisition. Language Learning, 3(2), 126–137. https://www.arcjournals.org/pdfs/ijsell/v3-i2/12.pdf
Bakir, S. (2010). Critical thinking disposition of pre-service teachers. Educational Research and Reviews, 35(158), 14–27. https://doi.org/10.5897/ERR2014.2021
Broad, J. (2006). Interpretations of independent learning in further education. Journal of Further and Higher Education, 30(2), 119–143. https://doi.org/10.1080/03098770600617521
Castrol, F. G., Kellison, J. G., Boyd1, S. J., & Kopak, A. (2010). A methodology for conducting integrative mixed methods research and data analyses. Journal Mix Methods Research, 4(4), 342–360. https://doi.org/10.1177/1558689810382916.A
Changwong, K., Sukkamart, A., & Sisan, B. (2018). Critical thinking skill development: Analysis of a new learning management model for Thai high schools. Journal of International Studies, 11(2), 37–48. https://doi.org/10.14254/2071-8330.2018/11-2/3
Chu, L., Li, P.-H., & Yu, M.-N. (2020). The longitudinal effect of children’s self-regulated learning on reading habits and well-being. International Journal of Educational Research, 14(101673), 109–120. https://doi.org/10.1016/j.ijer.2020.101673
Clark, N. M., & Zimmerman, B. J. (2014). A social cognitive view of self-regulated learning about health. Health Education and Behaviourr, 41(5), 485–491. https://doi.org/10.1093/her/5.3.371
Creswell, J. W. (2014). Research design: Qualitative, quantitative, and mixed methods approaches. SAGE Publications.
Facione, P. A. (2000). The Disposition Toward Critical Thinking: Its Character, Measurement, and Relationship to Critical Thinking Skill. Informal Logic, 20(1), 61–84. https://doi.org/10.22329/il.v20i1.2254
Field, R., Duffy, J., & Huggins, A. (2015). Teaching independent learning skills in the first year: A positive psychology strategy for promoting law student well-being. Journal of Lear Ning Design, 8(2), 1–10. https://files.eric.ed.gov/fulltext/EJ1074711.pdf
Ghazivakili, Z., Norouzi Nia, R., Panahi, F., Karimi, M., Gholsorkhi, H., & Ahmadi, Z. (2014). The role of critical thinking skills and learning styles of university students in their academic performance. Journal of Advances in Medical Education & Professionalism, 2(3), 95–102. http://www.ncbi.nlm.nih.gov/pubmed/25512928%0Ahttp://www.pubmedcentral.nih.gov/articlerender.fcgi?artid=PMC4235550
Indrašienė, V., Jegelevičienė, V., Merfeldaitė, O., Penkauskienė, D., Pivorienė, J., Railienė, A., Sadauskas, J., & Valavičienė, N. (2021). The value of critical thinking in higher education and the labour market: The voice of stakeholders. Social Sciences, 10(8), 286–304. https://doi.org/10.3390/socsci10080286
Isaac, O. E., & Chikweru, A. E. (2018). Test for significance of Pearson’s correlation coefficient (r). International Journal of Innovative Mathematics, Statistics & Energy Policies, 1(1), 11–23. https://journals.lww.com/anesthesia-analgesia/fulltext/2018/05000/correlation_coefficients__appropriate_use_and.50.aspx
Jaleel, S., & Premachandran, P. (2016). A study on the metacognitive awareness of secondary school students. Universal Journal of Educational Research, 4(1), 165–172. https://doi.org/10.13189/ujer.2016.040121
Karakoc, M. (2016). The significance of critical thinking ability in terms of education. International Journal of Humanities and Social Science, 6(7), 81–84. http://www.ijhssnet.com/journals/Vol_6_No_7_July_2016/10.pdf
Kopzhassarova, U., Akbayeva, G., Eskazinova, Z., Belgibayeva, G., & Tazhikeyeva, A. (2016). Enhancement of students’ independent learning through their critical thinking skills development. International Journal of Environmental and Science Education, 11(18), 11585–11592. http://www.ijese.net/makale/1619.html
Kusmaryono, I., Ulia, N., & Aminudin, M. (2021). Interaction between mathematical disposition and independent learning in distance learning success: An ex post facto study. Premiere Educandum : Jurnal Pendidikan Dasar Dan Pembelajaran, 11(2), 254–268. https://doi.org/10.25273/pe.v11i2.10575
Lena, M. S., Trisno, E., & Khairat, F. (2022). The effect of motivation and learning style on students’ mathematics learning achievement. MEXTESOL Journal, 46(3), 3554–3562. http://www.mextesol.net/journal/public/files/a273905869d0a3d5cc4449c6901dc4d8.pdf
Listiana, L., Raharjo, & Hamdani, A. S. (2020). Enhancing self-regulation skills through group investigation integrated with think talk write. International Journal of Instruction, 13(1), 915–930. https://doi.org/10.29333/iji.2020.13159a
Magnusson, J., & Zackariasson, M. (2019). Student independence in undergraduate projects: different understandings in different academic contexts. Journal of Further and Higher Education, 43(10), 1404–1419. https://doi.org/10.1080/0309877X.2018.1490949
Manassero-Mas, M. A., Moreno-Salvo, A., & Vázquez-Alonso, Á. (2022). Development of an instrument to assess young people’s attitudes toward critical thinking. Thinking Skills and Creativity, 45, 1–13. https://doi.org/10.1016/j.tsc.2022.101100
Mapeala, R., & Siew, N. M. (2015). The development and validation of a test of science critical thinking for fifth graders. SpringerPlus, 4(1), 1–13. https://doi.org/10.1186/s40064-015-1535-0
Miles, M. B., Huberman, A. M., & Saldaña, J. (2014). Qualitative data analysis (3rd ed.). SAGE Publications.
Murawski, L. M. (2014). Critical thinking in the classroom and beyond. Journal of Learning in Higher Education, 10(1), 25–30. https://files.eric.ed.gov/fulltext/EJ1143316.pdf
Panadero, E. (2017). A review of self-regulated learning: Six models and four directions for research. Frontiers in Psychology, 8(4), 422–449. https://doi.org/10.3389/fpsyg.2017.00422
Penkauskienė, D., Railienė, A., & Gonçalo. (2019). How is critical thinking valued by the labour market? Employer perspectives from different European countries. Studies in Higher Education, 44(5), 804–815. https://doi.org/10.1080/03075079.2019.1586323
Phan, H. P. (2010). Critical thinking as a self-regulatory process component in teaching and learning. Psicothema, 22(2), 284–292. https://www.redalyc.org/pdf/727/72712496017.pdf
Piergiovanni, P. R. (2014). Creating a critical thinker. College Teaching, 62(3), 86–93. https://doi.org/10.1080/87567555.2014.896775
Raj, T., Chauhan, P., Mehrotra, R., & Sharma, M. (2022). Importance of critical thinking in the education. World Journal of English Language, 12(3), 126–137. https://doi.org/10.5430/wjel.v12n3p126
Ramirez-Arellano, A., Bory-Reyes, J., & Hernández-Simón, L. M. (2009). Emotions, motivation, cognitive–metacognitive strategies, and behavior as predictors of learning performance in blended learning. Journal of Educational Computing Research, 57(2), 65–81. https://doi.org/10.1177/0735633117753935
Schmidt, L., Olorisade, B. K., McGuinness, L. A., Thomas, J., & Higgins, J. P. T. (2021). Data extraction methods for systematic review (semi)automation: A living systematic review. F1000Research, 10(401), 1–35. https://doi.org/10.12688/f1000research.51117.1
Thomas, G., Anderson, D., & Nashon, S. (2008). Development of an instrument designed to investigate elements of science students’ metacognition, self‐efficacy and learning processes: The SEMLI‐S. International Journal of Science Education, 30(13), 1701–1724. https://doi.org/10.1080/09500690701482493
Tuononen, T., Lindblom-Ylänne, S., & Parpala, A. (2019). Graduates’ evaluations of usefulness of university education, and early career success – a longitudinal study of the transition to working life. Assessment & Evaluation in Higher Education, 44(4), 581–595. https://doi.org/10.1080/02602938.2018.1524000
van der Zanden, P. J. A. C., Denessen, E., Cillessen, A. H. N., & Meijer, P. C. (2020). Fostering critical thinking skills in secondary education to prepare students for university: Teacher perceptions and practices. Research in Post-Compulsory Education, 25(4), 394–419. https://doi.org/10.1080/13596748.2020.1846313
van Genugten, L., Massey, E. K., & Empelen, P. van. (2017). Effective self-regulation change techniques to promote mental wellbeing among adolescents: a meta-analysis. Health Psychology Review, 11(1), 53–71. https://doi.org/10.1080/17437199.2016.1252934
Vardi, I. (2015). Personal epistemology , and becoming a “ critical thinker ”: Implications for pedagogy. In M. Davies & R. Barnett (Eds.), The Palgrave Handbook of Critical Thinking in High Education (pp. 197–212). Palgrave Macmillan. https://doi.org/10.1057/9781137378057_13
Vong, S. A., & Kaewurai, W. (2017). Instructional model development to enhance critical thinking and critical thinking teaching ability of trainee students at regional teaching training center in Takeo province, Cambodia. Kasetsart Journal of Social Sciences, 38(1), 88–95. https://doi.org/10.1016/j.kjss.2016.05.002
Yousef, W. (2021). An assessment of critical thinking in the middle east: evaluating the effectiveness of special courses interventions. PLoS ONE, 16(12), 1–19. https://doi.org/10.1371/journal.pone.0262088
Zimmerman, B. J. (1989). A social cognitive view of self-regulated academic learning. Journal of Educational Psychology, 81(3), 329–339. https://doi.org/10.1037/0022-0663.81.3.329
ŽivkoviĿ, S. (2016). A model of critical thinking as an important attribute for success in the 21st century. Procedia - Social and Behavioral Sciences, 232, 102–108. https://doi.org/10.1016/j.sbspro.2016.10.034
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