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Psychological knowledge for teaching critical thinking: the agency of epistemic activity, metacognitive regulative behaviour and (student-centred) learning

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Abstract

This study considers the case of a tutor whose students repeatedly evidenced significantly superior critical thinking in summative assessment. For the purpose of surfacing appropriate pedagogical action to promote critical thinking (Bassey, Case Study Research in Educational Settings, 1999), the singularity of one tutor’s reported pedagogical practice was explored through focus-group discussion. Qualitative analysis of the data, theoretically informed by phenomenography, suggested that the tutor’s reported practice, when compared with that of two peers, revealed clear pedagogical intentions to be necessary for teaching critical thinking; and that these intentions can be explained through the literatures on epistemic activity, metacognitive regulative behaviour and student-centred learning. It is argued that a synthesised understanding of the literature that explores the nature and purpose of critical thinking —as outlined in the first part of this paper—is a prerequisite for constructing domain-specific pedagogical intentions for developing learners’ critical thinking, and that it is this extensive psychologically informed knowledge base which attenuates the risk of educationally important aspects of learning being overlooked. (De Corte, Learning and Instruction 10:249–266, 2000).

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References

  • Abrami, P., Bernard, R., Borokhovski, E., Wade, A., Surkes, M., Tamim, R., et al. (2008). Instructional interventions affecting critical thinking skills and dispositions: A stage 1 meta-analysis. Review of Educational Research, 78, 1102–1134.

    Article  Google Scholar 

  • Åkerlind, G. (2005). Variation and commonality in phenomenographic research methods. Higher Education Research and Development, 24(4), 321–334.

    Article  Google Scholar 

  • Alexander, P. (2005). Teaching towards expertise. British Journal of Educational Psychology, Monograph Series, II(3), 29–45.

    Google Scholar 

  • Alexander, P. (2008). Why this and why now? Introduction to the special issue on metacognition, self-regulation, and self-regulated learning. Educational Psychology Review, 20, 369–372.

    Article  Google Scholar 

  • Andrews, R. (2007). Argumentation, critical thinking and the postgraduate dissertation. Educational Review, 59, 1–18.

    Article  Google Scholar 

  • Angeli, C., & Valanides, N. (2009). Instructional effects on critical thinking: Performance on ill-defined issues. Learning and Instruction, 19, 322–334.

    Article  Google Scholar 

  • Azevedo, R. (2009). Theoretical, conceptual, methodological, and instructional issues in research on metacognition and self-regulated learning: A discussion. Metacognition and Learning, 4, 87–95.

    Article  Google Scholar 

  • Baker, M., De Vries, E., Lund, K., & Quignard, M. (2001). Computer-mediated epistemic interactions for co-constructing scientific notions: Lessons learned from a five-year research programme. In P. Dillenbourg, A. Eurelings, & K. Hakkarainen (Eds.), European perspectives on computer-supported collaborative learning: Proceedings of the first European conference on computer-supported collaborative learning (pp. 89–96). Maastricht: Unigraphic.

    Google Scholar 

  • Ball, D., & Forzani, F. (2007). What makes education research “Educational”? 2007 Wallace foundation distinguished lecture. Educational Researcher, 36, 529–540.

    Article  Google Scholar 

  • Bassey, M. (1999). Case study research in educational settings. Buckingham: Open University Press.

    Google Scholar 

  • Bereiter, C. (2002). Education and mind in the knowledge age. Mahwah: Lawrence Erlbaum Associates.

    Google Scholar 

  • Bereiter, C., & Scardamalia, M. (1989). Intentional learning. In L. Resnick (Ed.), Knowing, learning and instruction (pp. 361–392). Hillsdale: Lawrence Erlbaum Associates.

    Google Scholar 

  • Booth, S., & Hultén, M. (2003). Opening dimensions of variation: An empirical study of learning in a web-based discussion. Instructional Science, 31(1–2), 65–86.

    Article  Google Scholar 

  • Bowden, J., & Marton, F. (1998). The University of learning. London: Kogan Page.

    Google Scholar 

  • Brunstein, A., Betts, S., & Anderson, J. (2009). Practice enables successful learning under minimal guidance. Journal of Educational Psychology, 101(4), 790–802.

    Article  Google Scholar 

  • Chen, J., & Pajares, F. (2010). Implicit theories of ability of Grade 6 science students: Relation to epistemological beliefs and academic motivation and achievement in science. Contemporary Educational Psychology, 35, 75–87.

    Article  Google Scholar 

  • Clark, M., & Schroth, C. (2010). Examining relationships between academic motivation and personality among college students. Learning and Individual Differences, 20, 19–24.

    Article  Google Scholar 

  • Damşa, C., Kirschner, P., Andriessen, J., Erkens, G., & Sins, P. (2010). Shared epistemic agency: An empirical study of an emergent construct. Journal of the Learning Sciences, 19(2), 143–186.

    Article  Google Scholar 

  • Davies, W. (2008). Not quite right: Helping students to make better arguments. Teaching in Higher Education, 13, 327–340.

    Article  Google Scholar 

  • De Corte, E. (2000). Marrying theory building and the improvement of school practice: A permanent challenge for instructional psychology. Learning and Instruction, 10, 249–266.

    Article  Google Scholar 

  • Didierjean, A., & Gobet, F. (2008). Sherlock Holmes—An expert’s view of expertise. British Journal of Psychology, 99, 109–125.

    Article  Google Scholar 

  • Dinsmore, D., Alexander, P., & Loughlin, S. (2008). Focusing the conceptual lens on metacognition, self-regulation, and self-regulated learning. Educational Psychology Review, 20, 391–409.

    Article  Google Scholar 

  • Efklides, A. (2008). Metacognition defining its facets and levels of functioning in relation to self-regulation and co-regulation. European Psychologist, 13, 228–277.

    Article  Google Scholar 

  • Facione, P. (1990). Critical thinking: A statement of expert consensus for purposes of educational assessment and instruction. The executive summary of the Delphi Research Report. Millbrae: California Academic Press.

    Google Scholar 

  • Flores, K., Matkin, G., Burbach, M., Quinn, C., & Harding, H. (2010). Deficient critical thinking skills among college graduates: implications for leadership. Educational Philosophy and Theory, 43(3). doi:10.1111/j.1469-5812.2010.00672.x

  • Flyvbjerg, B. (2007). Five misunderstandings about case–study research. In C. Seale, G. Gobo, J. Gubrium, & D. Silverman (Eds.), Qualitative research practice (pp. 390–404). London: Sage.

    Google Scholar 

  • Gillies, R. (2003). Structuring cooperative group work in classrooms. International Journal of Educational Research, 39, 35–49.

    Article  Google Scholar 

  • Goodyear, P. (2007). Discussion, collaborative knowledge work and epistemic fluency. British Journal of Educational Studies, 55(4), 351–368.

    Article  Google Scholar 

  • Halpern, D. (1998). Teaching critical thinking across domains: Dispositions, skills, structure raining, and metacognitive monitoring. American Psychologist, 53(4), 449–455.

    Article  Google Scholar 

  • Harris, L. (2011). Phenomenographic perspectives on the structure of conceptions: The origins, purposes, strengths, and limitations of the what/how and referential/structural frameworks. Educational Research Review, 6(2), 109–124.

    Article  Google Scholar 

  • Howe, C., Tolmie, A., Duchak-Tanner, V., & Rattay, C. (2000). Hypothesis-testing in science: Group consensus and the acquisition of conceptual and procedural knowledge. Learning and Instruction, 10, 361–391.

    Article  Google Scholar 

  • Huff, J., & Nietfeld, J. (2009). Using strategy instruction and confidence judgments to improve metacognitive monitoring. Metacognition and Learning, 4, 161–176.

    Article  Google Scholar 

  • Hurme, T., Palonen, T., & Järvela, S. (2006). Metacognition in joint discussions: An analysis of the patterns of interaction and the metacognitive content of the networked discussions in mathematics. Metacognition and Learning, 1, 181–200.

    Article  Google Scholar 

  • Hycner, R. (1985). Some guidelines for the phenomenological analysis of interview data. Human Studies, 8, 279–303.

    Article  Google Scholar 

  • Janssen, J., Kirschner, F., Erkens, G., Kirschner, P., & Paas, F. (2010). Making the black box of collaborative learning transparent: Combining process-oriented and cognitive load approaches. Educational Psychology Review, 22, 139–154.

    Article  Google Scholar 

  • Johanson, J. (2010). Cultivating critical thinking: An interview with Stephen Brookfield. Journal of Developmental Education, 33, 26–30.

    Google Scholar 

  • Kalyuga, S. (2007). Expertise reversal effect and its implications for learner-tailored instruction. Educational Psychology Review, 19, 509–539.

    Article  Google Scholar 

  • King, P., & Kitchener, K. (1994). Developing reflective judgement. San Francisco: Jossey-Bass Publishers.

    Google Scholar 

  • Kirschner, F., Paas, F., & Kirschner, P. (2009). Individual and group-based learning from complex cognitive tasks: Effects on retention and transfer efficiency. Computers in Human Behavior, 25, 306–314.

    Article  Google Scholar 

  • Kitchener, K. (1983). Cognition, metacognition and epistemic cognition: A three-level model of cognitive processing. Human Development, 26, 222–232.

    Article  Google Scholar 

  • Kivlighan, D., Markin, R., Stahl, J., & Salahuddin, N. (2007). Changes in the ways that group trainees’ structure their knowledge of group clients over training. Group Dynamics: Theory, Research, and Practice, 11(3), 176–186.

    Article  Google Scholar 

  • Ku, K., & Ho, I. (2010). Metacognitive strategies that enhance critical thinking. Metacognition and Learning, 5, 251–267.

    Article  Google Scholar 

  • Kuhn, D. (2009). Do students need to be taught how to reason? Educational Research Review, 4, 1–6.

    Article  Google Scholar 

  • Kuhn, D., & Udell, W. (2007). Coordinating own and other perspectives in argument. Thinking and Reasoning, 13, 90–104.

    Article  Google Scholar 

  • Kuhn, D., & Weinstock, M. (2002). What is epistemological thinking and why does it matter? In B. Hofer & P. Pintrich (Eds.), Personal epistemology: The psychology of beliefs about knowledge and knowing (pp. 121–144). Mahwah: Lawrence Erlbaum Associates.

    Google Scholar 

  • Larsson, S. (2009). A pluralist view of generalization in qualitative research. International Journal of Research and Method in Education, 32(1), 25–38.

    Article  Google Scholar 

  • Loyens, S., Rikers, R., & Schmidt, H. (2008). Relationships between students’ conceptions of constructivist learning and their regulation and processing strategies. Instructional Science, 36, 445–462.

    Article  Google Scholar 

  • Maggioni, L., & Parkinson, M. (2008). The role of teacher epistemic cognition, epistemic beliefs, and calibration in instruction. Educational Psychology Review, 20, 445–461.

    Article  Google Scholar 

  • Maggioni, L., Riconscente, M., & Alexander, P. (2006). Perceptions of knowledge and beliefs among undergraduate students in Italy and in the United States. Learning and Instruction, 16, 467–491.

    Article  Google Scholar 

  • Magno, C. (2010). The role of metacognitive skills in developing critical thinking. Metacognition and Learning, 5, 137–156.

    Article  Google Scholar 

  • Marton, F. (2007). Towards a pedagogical theory of learning. British Journal of Educational Psychology, Monograph Series, II(4), 19–30.

    Google Scholar 

  • Marton, F., & Booth, S. (1997). Learning and Awareness. Mahwah: Lawrence Erlbaum Associates.

    Google Scholar 

  • Marton, F., & Pang, M. (2006). On some necessary conditions of learning. Journal of the Learning Sciences, 15(2), 193–220.

    Article  Google Scholar 

  • Mason, L., Boldrin, A., & Ariasi, N. (2010). Epistemic metacognition in context: Evaluating and learning online information. Metacognition and Learning, 5, 67–90.

    Article  Google Scholar 

  • Mason, L., & Bromme, R. (2010). Situating and relating epistemological beliefs into metacognition: Studies on beliefs about knowledge and knowing. Metacognition and Learning, 5, 1–6.

    Article  Google Scholar 

  • Mason, L., & Scirica, F. (2006). Prediction of students’ argumentation skills about controversial topics by epistemological understanding. Learning and Instruction, 16, 492–509.

    Article  Google Scholar 

  • Merrill, M. (2009). First principles of instruction. In C. Reigeluth & A. Carr-Chellman (Eds.), Instructional-design theories and models (Vol. 3, pp. 41–56). New York: Routledge.

    Google Scholar 

  • Morse, J. (2006). Insight, inference, evidence, and verification: Creating a legitimate discipline. International Journal of Qualitative Methods, 5(1), 93–100.

    Google Scholar 

  • Muis, K., & Franco, G. (2009). Epistemic beliefs: Setting the standards for self-regulated learning. Contemporary Educational Psychology, 34, 306–318.

    Article  Google Scholar 

  • Nie, Y., & Lau, S. (2010). Differential relations of constructivist and didactic instruction to students’ cognition, motivation, and achievement. Learning and Instruction, 20, 411–423.

    Article  Google Scholar 

  • Nückles, M., Hübner, S., Dümer, S., & Renkl, A. (2010). Expertise reversal effects in writing-to-learn. Instructional Science, 38, 237–258.

    Article  Google Scholar 

  • Nuthall, G. (2005). The cultural myths and realities of classroom teaching and learning: A personal journey. Teachers College Record, 107(5), 895–934.

    Article  Google Scholar 

  • Organisation for Economic Co-operation and Development (OECD). (2010). Top 5 actions to take in education today. https://community.oecd.org/docs/DOC-16980.

  • Ohlsson, S. (1995). Learning to do and learning to understand. In P. Reimann & H. Spada (Eds.), Learning in humans and machines (pp. 37–62). Oxford: Pergamon.

    Google Scholar 

  • Olivera, F., & Straus, S. (2004). Group-to-individual transfer of learning: Cognitive and social factors. Small Group Research, 35, 440–465.

    Article  Google Scholar 

  • Peters, E., & Kitsantas, A. (2010). Self-regulation of student epistemic thinking in science: The role of metacognitive prompts. Educational Psychology, 30, 27–52.

    Article  Google Scholar 

  • Pieschl, S., Stahl, E., & Bromme, R. (2008). Epistemological beliefs and self-regulated learning with hypertext. Metacognition and Learning, 3, 17–37.

    Article  Google Scholar 

  • Postareff, L., & Lindblom-Ylänne, S. (2008). Variation in teachers’ descriptions of teaching: Broadening the understanding of teaching in higher education. Learning and Instruction, 18(2), 109–120.

    Article  Google Scholar 

  • Rochelle, J., & Teasley, S. (1995). The construction of shared knowledge in collaborative problem solving. In C. O’Malley (Ed.), Computer supported collaborative learning (pp. 69–97). Berlin: Springer.

    Chapter  Google Scholar 

  • Rosenfeld, M., & Rosenfeld, S. (2008). Developing effective teacher beliefs about learners: The role of sensitizing teachers to individual learning differences. Educational Psychology, 28(3), 245–272.

    Article  Google Scholar 

  • Säljö, R. (1995). Mental and physical artifacts in cognitive practices. In P. Reimann & H. Spada (Eds.), Learning in humans and machines (pp. 83–96). Oxford: Elsevier Science.

    Google Scholar 

  • Schunk, D. (2008). Metacognition, self-regulation, and self-regulated learning: Research recommendations. Educational Psychology Review, 20, 463–467.

    Article  Google Scholar 

  • Schwarz, B., & Linch, L. (2007). The role of task design and argumentation in cognitive development during peer interaction: The case of proportional reasoning. Learning and Instruction, 17, 510–531.

    Article  Google Scholar 

  • Sinatra, G., & Pintrich, P. (Eds.). (2003). Intentional conceptual change. Mahwah: Lawrence Erlbaum Associates.

    Google Scholar 

  • Stake, R. (2003). Case Studies. In N. Denzin & Y. Lincoln (Eds.), Strategies of qualitative inquiry (pp. 134–164). London: Sage Publishers.

    Google Scholar 

  • Stathopoulou, C., & Vosniadou, S. (2007). Exploring the relationship between physics-related epistemological beliefs and physics understanding. Contemporary Educational Psychology, 32, 255–281.

    Article  Google Scholar 

  • Sternberg, R. (2005). Intelligence, competence and expertise. In A. Elliot & C. Dweck (Eds.), Handbook of competence and motivation (pp. 15–30). New York: The Guildford Press.

    Google Scholar 

  • Strømsø, H., & Bråten, I. (2010). The role of personal epistemology in the self-regulation of internet-based learning. Metacognition and Learning, 5, 91–111.

    Article  Google Scholar 

  • Ten Dam, G., & Volman, M. (2004). Critical thinking as a citizenship competence: teaching strategies. Learning and Instruction, 14, 359–379.

    Article  Google Scholar 

  • Tolmie, A., Topping, K., Christie, D., Donaldson, C., Howe, C., Jessiman, E., et al. (2010). Social effects of collaborative learning in primary schools. Learning and Instruction, 20, 177–191.

    Article  Google Scholar 

  • Trigwell, K., Prosser, M., & Ginns, P. (2005). Phenomenographic pedagogy and a revised approaches to teaching inventory. Higher Education Research and Development, 24(4), 349–360.

    Article  Google Scholar 

  • Valanides, N., & Angeli, C. (2005). Effects of instruction on changes in epistemological beliefs. Contemporary Educational Psychology, 30, 314–330.

    Article  Google Scholar 

  • Van den Bossche, P., Gijselaers, W., Segers, M., & Kirschner, P. (2006). Social and cognitive factors driving teamwork in collaborative learning environments: Team learning beliefs and behaviors. Small Group Research, 37(5), 490–521.

    Article  Google Scholar 

  • Van Driel, J., Bulte, A., & Verloop, N. (2007). The relationships between teachers’ general beliefs about teaching and learning and their domain specific curricular beliefs. Learning and Instruction, 17, 156–171.

    Article  Google Scholar 

  • Virtanen, V., & Lindblom-Ylänne, S. (2010). University students’ and teachers’ conceptions of teaching and learning in the biosciences. Instructional Science, 38, 355–370.

    Article  Google Scholar 

  • Webb, N., Franke, M., Ing, M., Chan, A., De, T., Freund, D., et al. (2008). The role of teacher instructional practices in student collaboration. Contemporary Educational Psychology, 33, 360–381.

    Article  Google Scholar 

  • Wilson, N., & Bai, H. (2010). The relationships and impact of teachers’ metacognitive knowledge and pedagogical understandings of metacognition. Metacognition and Learning, 5, 269–288.

    Article  Google Scholar 

  • Woodring, J., Foley, S., Rado, G., Brown, K., & Hamner, D. (2006). Focus groups and methodological reflections: Conscientious flexibility in the field. Journal of Disability Policy Studies, 16, 248–258.

    Article  Google Scholar 

  • Zimmerman, B. (2008). Investigating self-regulation and motivation: Historical background, methodological developments, and future prospects. American Educational Research Journal, 45, 166–183.

    Article  Google Scholar 

  • Zohar, A., & Peled, B. (2008). The effects of explicit teaching of metastrategic knowledge on low- and high-achieving students. Learning and Instruction, 18, 337–353.

    Article  Google Scholar 

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Correspondence to Effie Maclellan.

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Effie Maclellan is Research Professor of Education and Rebecca Soden is Reader in Education.

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Maclellan, E., Soden, R. Psychological knowledge for teaching critical thinking: the agency of epistemic activity, metacognitive regulative behaviour and (student-centred) learning. Instr Sci 40, 445–460 (2012). https://doi.org/10.1007/s11251-011-9183-4

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