Forming Critical Thinking: The Role of Students’ Epistemic Beliefs and Styles of Learning in Russian Universities
Abstract
The role of epistemic beliefs in the formation of critical thinking with the direct use of an active approach in teaching in the context of higher education in Russia was studied within the framework of the presented research. In particular, a hypothesis of existence of a mediation effect of epistemic beliefs that enhances the effect of active school practices on the development of critical thinking was tested.
To check the interrelationships between critical thinking and individual school practices, Spearman's correlation analysis was carried out. At the second stage of the study, factor models were constructed to form overall scale scores of epistemic beliefs and active school practices, and correlation analysis was performed within the framework of structural equation modeling.
The analysis of the results showed that active pedagogical practices can not only directly develop critical thinking through teaching argumentation and analysis of ideas, but also form an idea of self-development possibility. That is why in teaching, it is important to pay attention not only to cognitive skills, but also to influence students' attitudes. Further research in this area can be aimed at studying the practices of forming epistemic beliefs.
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Andrews-Todd J., Mislevy R.J., LaMar M., de Klerk S. (2021) Virtual Performance-Based Assessments. Computational Psychometrics: New Methodologies for a New Generation of Digital Learning and Assessment: With Examples in R and Python (eds A.A. von Davier, R.J. Mislevy, J.Hao), Cham: Springer, pp. 45–60. http://dx.doi.org/10.1007/978-3-030-74394-9
Abrami P.C., Bernard R.M., Borokhovski E., Waddington D.I., Wade C.A., Persson T. (2015) Strategies for Teaching Students to Think Critically: A Meta-Analysis. Review of Educational Research, vol. 85, no 2, pp. 275–314. https://doi.org/10.3102/0034654314551063
Bath D.M., Smith C.D. (2009) The Relationship between Epistemological Beliefs and the Propensity for Lifelong Learning. Studies in Continuing Education, vol. 31, no 2, pp. 173–189. https://doi.org/10.1080/01580370902927758
Bendixen L.D., Dunkle M.E., Schraw G. (1994) Epistemological Beliefs and Reflective Judgement. Psychological Reports, vol. 75, no 3, pt. 2, pp. 1595–1600.
Biesta G. (2014) The Beautiful Risk of Education. Boulder, CO: Paradigm.
Braun H.I., Shavelson R.J., Zlatkin-Troitschanskaia O., Borowiec K. (2020) Performance Assessment of Critical Thinking: Conceptualization, Design, and Implementation. Frontiers in Education, vol. 5, September, Article no 156. http://dx.doi.org/10.3389/feduc.2020.00156
Bromme R., Pieschl S., Stahl E. (2009) Epistemological Beliefs Are Standards for Adaptive Learning: A Functional Theory about Epistemological Beliefs and Metacognition. Metacognition and Learning, vol. 5, no 1, pp. 7–26. https://doi.org/10.1007/s11409-009-9053-5
Brooks J.G., Brooks M.G. (1999) In Search of Understanding: The Case for Constructivist Classrooms. Alexandria, VA: Association for Supervision and Curriculum Development.
Cano F. (2005) Epistemological Beliefs and Approaches to Learning: Their Change through Secondary School and Their Influence on Academic Performance. British Journal of Educational Psychology, vol. 75, no 2, pp. 203–221. http://dx.doi.org/10.1348/000709904X22683
Chan N.M., Ho I.T., Ku K.Y. (2011) Epistemic Beliefs and Critical Thinking of Chinese Students. Learning and Individual Differences, vol. 21, no 1, pp. 67–77. http://dx.doi.org/10.1016/j.lindif.2010.11.001
Culver K.C., Braxton J., Pascarella E. (2019) Does Teaching Rigorously Really Enhance Undergraduates’ Intellectual Development? The Relationship of Academic Rigor with Critical Thinking Skills and Lifelong Learning Motivations. Higher Education, vol. 78, no 1, pp. 611–627. https://link.springer.com/article/10.1007%2Fs10734-019-00361-z
Davies M., Barnett R. (eds) (2015) The Palgrave Handbook of Critical Thinking in Higher Education. New York, NY: Palgrave Macmillan. https://doi.org/10.1057/9781137378057
DeBacker T.K., Crowson H.M. (2006) Influences on Cognitive Engagement: Epistemological Beliefs and Need for Closure. British Journal of Educational Psychology, vol. 76, no 3, pp. 535–551. https://doi.org/10.1348/000709905X53138
Deslauriers L., McCarty L.S., Miller K., Callaghan K., Kestin G. (2019) Measuring Actual Learning Versus Feeling of Learning in Response to Being Actively Engaged in the Classroom. Proceedings of the National Academy of Sciences of the United States of America, vol. 116, no 39, pp. 19251–19257. https://doi.org/10.1073/pnas.1821936116
Ennis R.H. (1993) Critical Thinking Assessment. Theory into Practice, vol. 32, no 3, pp. 179–186. https://doi.org/10.1080/00405849309543594
Evers A., Hagemeister C., Høstmælingen A., Lindley P., Muñiz J., Sjöberg A. (2013) EFPA Review Model for the Description and Evaluation of Psychological and Educational Tests. Test Review Form and Notes for Reviewers. Version 4.2, 6. Brussels: EFPA.
Facione P. (1990) Critical Thinking: A Statement of Expert Consensus for Purposes of Educational Assessment and Instruction. Executive Summary of the Delphi Report. Available at:
https://api.semanticscholar.org/CorpusID:113754750 (accessed 8 November 2024).
Gellin A. (2003) The Effect of Undergraduate Student Involvement on Critical Thinking: A Meta-Analysis of the Literature 1991–2000. Journal of College Student Development, vol. 44, no 6, pp. 746–762. https://dx.doi.org/10.1353/csd.2003.0066
Hamouda A.M.S., Tarlochan F. (2015) Engaging Engineering Students in Active Learning and Critical Thinking through Class Debates. Procedia—Social and Behavioral Sciences, vol. 191, June, pp. 990–995. https://doi.org/10.1016/j.sbspro.2015.04.379
Hofer B.K., Pintrich P.R. (1997) The Development of Epistemological Theories: Beliefs about Knowledge and Knowing and Their Relation to Learning. Review of Educational Research, vol. 67, no 1, pp. 88–140. http://dx.doi.org/10.3102/00346543067001088
Hyytinen H., Nissinen K., Ursin J., Toom A., Lindblom-Ylänne S. (2015) Problematising the Equivalence of the Test Results of Performance-Based Critical Thinking Tests for Undergraduate Students. Studies in Educational Evaluation, vol. 44, March, pp.1–8. http://dx.doi.org/10.1016/j.stueduc.2014.11.001
Hu L.T., Bentler P.M. (1999) Cutoff Criteria for Fit Indexes in Covariance Structure Analysis: Conventional Criteria Versus New Alternatives. Structural Equation Modeling: A Multidisciplinary Journal, vol. 6, no 1, pp. 1–55. http://www.tandfonline.com/action/showCitFormats?doi=10.1080/10705519909540118
Jones P.C., Merritt J.Q. (1999) Critical Thinking and Interdisciplinarity in Environmental Higher Education: The Case for Epistemological and Values Awareness. Journal of Geography in Higher Education, vol. 23, no 3, pp. 349–357.
Kennedy M., Fisher M.B., Ennis R.H. (1991) Critical Thinking: Literature Review and Needed Research. Educational Values and Cognitive Instruction: Implications for Reform (eds L. Idol, B.F. Jones), Hillsdale, NJ: L. Erlbaum Associates, pp. 11–40.
King P.M., Kitchener K.S. (2012) The Reflective Judgment Model: Twenty Years of Research on Epistemic Cognition. Personal Epistemology. The Psychology of Beliefs about Knowledge and Knowing (eds B. Hofer, P. Pintrich), New York: Routledge, pp. 37–61.
Kuhn D. (1999) A Developmental Model of Critical Thinking. Educational Researcher, vol. 28, no 2, pp. 16–46. http://dx.doi.org/10.2307/1177186
Kurfiss J.G. (1988) Critical Thinking: Theory, Research, Practice, and Possibilities. ASHE-ERIC Higher Education Report no 2. Washington, DC: The George Washington University.
Ku K.Y. (2009) Assessing Students’ Critical Thinking Performance: Urging for Measurements Using Multi-Response Format. Thinking Skills and Creativity, vol. 4, no 1, pp. 70–76. http://dx.doi.org/10.1016/j.tsc.2009.02.001
Lai E.R. (2011) Critical Thinking: A Literature Review. Pearson's Research Reports, vol. 6, no 1, pp. 40–41.
Lavi R., Tal M., Dori Y.J. (2021) Perceptions of STEM Alumni and Students on Developing 21st Century Skills through Methods of Teaching and Learning. Studies in Educational Evaluation, vol. 70, September, Article no 101002. https://doi.org/10.1016/j.stueduc.2021.101002
Lin Y.-C., Liang J.-C., Tsai C.-C. (2012) The Relationships between Epistemic Beliefs in Biology and Approaches to Learning Biology among Biology-Major University Students in Taiwan. Journal of Science Education and Technology, vol. 21, no 6, pp. 796–807. https://doi.org/10.1007/s10956-012-9367-y
Limeri L.B., Carter N.T., Choe J. (2020) Growing a Growth Mindset: Characterizing How and Why Undergraduate Students’ Mindsets Change. International Journal of STEM Education, no 7, Article no 35. https://doi.org/10.1186/s40594-020-00227-2
Liu Y., Pásztor A. (2022) Effects of Problem-Based Learning Instructional Intervention on Critical Thinking in Higher Education: A Meta-Analysis. Thinking Skills and Creativity, vol. 45, September, Article no 101068. https://doi.org/10.1016/j.tsc.2022.101069
McDonald R.P. (2013) Test Theory: A Unified Treatment. New York, NY: Psychology Press.
Meirbekov A., Maslova I., Gallyamova Z. (2022) Digital Education Tools for Critical Thinking Development. Thinking Skills and Creativity, vol. 44, June, Article no 101023. https://doi.org/10.1016/j.tsc.2022.101023
Messick S. (1994) The Interplay of Evidence and Consequences in the Validation of Performance Assessments. Educational Researcher, vol. 23, no 2, pp. 13–23. https://doi.org/10.3102/0013189X023002013
Miri B., David B.C., Uri Z. (2007) Purposely Teaching for the Promotion of Higher-Order Thinking Skills: A Case of Critical Thinking. Research in Science Education, vol. 37, no 4, pp. 353–369. http://dx.doi.org/10.1007/s11165-006-9029-2
Mislevy R.J., Behrens J.T., Dicerbo K.E., Levy R. (2012) Design and Discovery in Educational Assessment: Evidence-Centered Design, Psychometrics, and Educational Data Mining. Journal of Educational Data Mining, vol. 4, no 1, pp. 11–48.
Ostendorf A., Thoma M. (2022) Demands and Design Principles of a “Heterodox” Didactics for Promoting Critical Thinking in Higher Education. Higher Education, vol. 84, no 1, pp. 33–50. https://doi.org/10.1007/s10734-021-00752-1
Prince M. (2013) Does Active Learning Work? A Review of the Research. Journal of Engineering Education, vol. 93, no 3, pp. 223–231. https://doi.org/10.1002/j.2168-9830.2004.tb00809.x
Schommer M. (1993) Epistemological Development and Academic Performance among Secondary Students. Journal of Educational Psychology, vol. 85, no3, pp. 406–411. https://doi.org/10.1037/0022-0663.85.3.406
Schommer-Aikins M., Hutter R. (2002) Epistemological Beliefs and Thinking about Everyday Controversial Issues. The Journal of Psychology: Interdisciplinary and Applied, vol. 136, no 1, pp, 5–20. https://doi.org/10.1080/00223980209604134
Schraw G. (2013) Conceptual Integration and Measurement of Epistemological and Ontological Beliefs in Educational Research. International Scholarly Research Notices, vol. 2013, no 1, Article no 327680. http://dx.doi.org/10.1155/2013/327680
Schraw G., Bendixen L.D., Dunkle M.E. (2012) Development and Validation of the Epistemic Belief Inventory (EBI). Personal Epistemology. The Psychology of Beliefs about Knowledge and Knowing (eds B. Hofer, P. Pintrich), New York: Routledge, pp. 261–275.
Shcheglova I.A., Koreshnikova Yu.N., Parshina O.A. (2019) The Role of Engagement in the Development of Critical Thinking in Undergraduates. Voprosy obrazovaniya / Educational Studies Moscow, no 1, pp. 264–289 (In Russian). https://doi.org/10.17323/1814-9545-2019-1-264-289
Tarasova K.V., Orel E.A. (2022) Measuring Students’ Critical Thinking in Online Environment: Methodology, Conceptual Framework and Tasks Typology. Voprosy obrazovaniya / Educational Studies Moscow, no 3, pp. 187–212 (In Russian). https://doi.org/10.17323/1814-9545-2022-3-187-212.
Viney M. (2007) Epistemology and the Nature of Science: A Classroom Strategy. The American Biology Teacher, vol. 69, November, pp. 525–530. https://doi.org/10.1662/0002-7685(2007)69[525:ETNOSA]2.0.CO;2
White P.J., Larson I., Styles K., Naidu S. (2016) Adopting an Active Learning Approach to Teaching in a Research-Intensive Higher Education Context Transformed Staff Teaching Attitudes and Behaviours. Higher Education Research & Development, vol. 35, no 3, pp. 619–633. https://doi.org/10.1080/07294360.2015.1107887