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Epistemological beliefs are standards for adaptive learning: a functional theory about epistemological beliefs and metacognition

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Abstract

Empirical studies reveal a close relationship between epistemological beliefs (EBs) and metacognition. For example, more ‘sophisticated’ beliefs are associated with more self-reported monitoring strategies. This relationship is also advocated theoretically. Nevertheless, exactly how and why EBs impact learning is still an open question. In accordance with others (for example Muis 2007; Muis and Franco 2009) we conceive the COPES Model (Winne and Hadwin 1998) as an appropriate answer to the how question. Within that model, epistemological beliefs are conceptualized as ‘internal conditions of learning’ and they are embedded into recursive processes of self- regulation. With regard to the why question, we assume that EBs function as general ideas about knowledge for the apprehension of the content to be learnt. Such apprehension allows for the calibration of learning to different learning tasks. We review two clusters of studies on the preparatory and the enactment stages of learning testing this apprehension and calibration hypothesis.

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Notes

  1. In concurrence with the most widely used conceptual framework (Hofer and Pintrich 1997) we use the term “epistemological beliefs”. It should be noted that the terminology of researchers interested in personal epistemology is not united and controversial discussed (e.g. Hofer 2001). To give an example, recently the term ‘epistemic beliefs’ is often used as an alternative (e.g., Muis 2007) and it is argued that this term is more correct in its literal denotations (Greene et al. 2008). However, detailing this controversial discussion about terminology is beyond the scope of this paper.

  2. Note that this is a rough description of the normative assumptions underlying most of the recent research on epistemological beliefs. There are good arguments for a less black and white account on what makes up ‘sophisticated’ epistemological beliefs. We have suggested elsewhere (Bromme et al. 2008) to conceive those beliefs ‘sophisticated’ which allow for a context appropriate shift between the knowledge as given facts – view and the knowledge as preliminary and socially shared -view.

  3. The conceptual relationship between ‘self-regulation’ and ‘metacognitive skill’ has been discussed controversially. Veenman et al. (2006, p. 4) have described that self-regulation has been conceived as a subordinate component of metacognition as well as a concept superordinate to metacognition (the latter position for example also held within the COPES model (see below). For a detailed discussion, see Dinsmore, Alexander, & Loughlin 2008).

References

  • Almahasneh, R. (2006). The effects of beliefs about knowledge and learning on students’ self-regulated studying (Doctoral dissertation, Simon Fraser University, Burnaby, British Columbia, Canada). Dissertation Abstracts International, 68(2-A), 483.

    Google Scholar 

  • Anderson, L. W., Krathwohl, D. R., Airasian, P. W., Cruikshank, K. A., Mayer, R. E., Pintrich, P. R., et al. (2001). A taxonomy for learning, teaching, and assessing. A revision of Bloom’s taxonomy of educational objectives. New York: Longman.

    Google Scholar 

  • Bartholomé, T., Stahl, E., Pieschl, S., & Bromme, R. (2006). What matters in help-seeking? A study of help effectiveness and learner-related factors. Computers in Human Behavior, 22, 113–129.

    Article  Google Scholar 

  • Bendixen, L. D. (2002). A process model of epistemic belief change. In B. K. Hofer & P. R. Pintrich (Eds.), Personal epistemology. The psychology of beliefs about knowledge and knowing (pp. 191–208). Mahwah: Erlbaum.

    Google Scholar 

  • Bendixen, L. D., & Hartley, K. (2003). Successful learning with hypermedia: the role of epistemological beliefs and metacognitive awareness. Journal of Educational Computing Research, 28(1), 15–30.

    Article  Google Scholar 

  • Bereiter, C. (1985). Toward a solution of the learning paradox. Review of Educational Research, 55(2), 201–226.

    Google Scholar 

  • Bereiter, C. (1990). Aspects of an educational learning theory. Review of Educational Research, 60(4), 603–624.

    Google Scholar 

  • Boekaerts, M. (1999). Metacognitive experiences and motivational state as aspects of self-awareness: review and discussion. European Journal of Psychology of Education, XIV(4), 571–584.

    Article  Google Scholar 

  • Bråten, I., & Strømsø, H. I. (2005). The relationship between epistemological beliefs, implicit theories of intelligence, and self-regulated learning among Norwegian postsecondary students. British Journal of Educational Psychology, 75, 539–565.

    Article  Google Scholar 

  • Bråten, I., & Strømsø, H. I. (2006). Constructing meaning from multiple information sources as a function of personal epistemology. Information Design Journal, 14(1), 56–67.

    Article  Google Scholar 

  • Bromme, R., Kienhues, D., & Stahl, E. (2008). Knowledge and epistemological beliefs: An intimate but complicate relationship. In M. S. Khine (Ed.), Knowing, knowledge, and beliefs: epistemological studies across diverse cultures (p. 423–444). New York: Springer.

  • Bromme, R., Pieschl, S., & Stahl, E. (2009). Epistemological beliefs and students’ adaptive perception of task complexity. Manuscript submitted for publication.

  • Brown, A. (1987). Metacognition, executive control, self-regulation, and other more mysterious mechanisms. In F. E. Weinert & R. H. Kluwe (Eds.), Metacognition, motivation, and understanding (pp. 65–115). London: Erlbaum.

    Google Scholar 

  • Buehl, M. (2008). Assessing the multidimensionality of students’ epistemic beliefs across diverse cultures. In M. S. Khine (Ed.), Knowing, knowledge and beliefs. Epistemological studies across diverse cultures (pp. 65–112). New York: Springer.

    Google Scholar 

  • Buehl, M. M., & Alexander, P. A. (2001). Beliefs about academic knowledge. Educational Psychology Review, 13(4), 385–418.

    Article  Google Scholar 

  • 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, 75, 203–221.

    Article  Google Scholar 

  • Cano, F., & Cardelle-Elawar, M. (2008). Family environment, epistemological beliefs, learning strategies, and academic performance. In M. S. Khine (Ed.), Knowing, knowledge and beliefs. Epistemological studies across diverse cultures (pp. 219–240). New York: Springer.

    Google Scholar 

  • Clarebout, G., Elen, J., Luyten, L., & Bamps, H. (2001). Assessing epistemological beliefs: Schommer’s questionnaire revisited. Educational Research and Evaluation, 7, 53–77.

    Article  Google Scholar 

  • Dahl, T. I., Bals, M., & Turi, A. L. (2005). Are students’ beliefs about knowledge and learning associated with their reported use of learning strategies? British Journal of Educational Psychology, 75, 257–273.

    Article  Google Scholar 

  • DeBacker, T. K., Crowson, H. M., Beesley, A. D., Thoma, S. J., & Hestevold, N. L. (2008). The challenge of measuring epistemic beliefs: an analysis of three self-report instruments. The Journal of Experimental Education, 76, 281–312.

    Article  Google Scholar 

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

    Google Scholar 

  • Efklides, A., & Vauras, M. (1999). Introduction. European Journal of Psychology of Education, XIV(4), 455–459.

    Google Scholar 

  • Ericsson, K. A., & Simon, H. A. (1980). Verbal reports as data. Psychological Review, 87(3), 215–251.

    Article  Google Scholar 

  • Flavell, J. H. (1979). Metacognition and cognitive monitoring: a new area of cognitive-developmental inquiry. American Psychologist, 34(19), 906–911.

    Article  Google Scholar 

  • Greene, J. A., & Azevedo, R. (2007). A theoretical review of Winne and Hadwin’s model of self-regulated learning: new perspectives and directions. Review of Educational Research, 77(3), 334–372.

    Article  Google Scholar 

  • Greene, J. A., Azevedeo, R., & Torney-Purta, J. (2008). Modeling epistemic and ontological cognition: philosophical perspectives and methodological directions. Educational Psychologist, 45(3), 142–160.

    Article  Google Scholar 

  • Hammer, D., & Elby, A. (2003). Tapping epistemological resources for learning physics. The Journal of the Learning Sciences, 12(1), 53–90.

    Article  Google Scholar 

  • Hartley, K., & Bendixen, L. D. (2003). The use of comprehension aids in a hypermedia environment: investigating the impact of metacognitive awareness and epistemological beliefs. Journal of Educational Multimedia and Hypermedia, 12(3), 275–289.

    Google Scholar 

  • Hofer, B. K. (2000). Dimensionality and disciplinary differences in personal epistemology. Contemporary Educational Psychology, 25, 378–405.

    Article  Google Scholar 

  • Hofer, B. K. (2001). Personal epistemology research: Implications for learning and teaching. Educational Psychology Review, 13(4).

  • Hofer, B. K. (2004). Epistemological understanding as a metacognitive process: thinking aloud during online-searching. Educational Psychologist, 39(1), 43–55.

    Article  Google Scholar 

  • 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, 67(1), 88–140.

    Google Scholar 

  • Jacobson, M. J., & Jehng, J.-C. (1999). Epistemological beliefs instrument: Scales and items. Retrieved June 20, 2007, from http://mjjacobson.net/publications/Epist_Beliefs_Instrument98.PDF.

  • Kardash, C. M., & Howell, K. L. (2000). Effects of epistemological beliefs and topic-specific beliefs on undergraduates’ cognitive and strategic processing of dual-positional text. Journal of Educational Psychology, 92(3), 524–535.

    Article  Google Scholar 

  • Kellogg, R. T. (1994). The psychology of writing. New York: Oxford University Press.

    Google Scholar 

  • Kienhues, D., Bromme, R., & Stahl, E. (2008). Changing epistemological beliefs: the unexpected impact of a short-term intervention. British Journal of Educational Psychology, 78, 545–565.

    Article  Google Scholar 

  • King, P. M., & Kitchener, K. S. (2002). The reflective judgment model: Twenty years of research on epistemic cognition. In B. K. Hofer & P. R. Pintrich (Eds.), Personal epistemology. The psychology of beliefs about knowledge and knowing (pp. 37–62). Mahwah: Erlbaum.

    Google Scholar 

  • Kitchener, K. S. (1983). Cognition, metacognition, and epistemic cognition: a three-level model of cognitive processing. Human Development, 26, 106–116.

    Article  Google Scholar 

  • Kitchener, K. S. (1986). The reflective judgement model: Characteristics, evidence and measurement. In R. A. Mines & K. S. Kitchener (Eds.), Adult cognitive development: Methods and models (pp. 76–91). New York: Praeger.

    Google Scholar 

  • Kuhn, D. (2000). Metacognitive development. Current Directions in Psychological Sciences, 9(5), 178–181.

    Article  Google Scholar 

  • Limón, M., & Mason, L. (eds). (2002). Reconsidering conceptual change. Issues in theory and practice. Dordrecht: Kluwer.

    Google Scholar 

  • Mason, L., & Boldrin, A. (2008). Epistemic metacognition in the context of information searching on the web. In M. S. Khine (Ed.), Knowing, knowledge and beliefs. Epistemological studies across diverse cultures (pp. 377–404). New York: Springer.

    Google Scholar 

  • Muis, K. R. (2007). The role of epistemic beliefs in self-regulated learning. Educational Psychologist, 42(3), 173–190.

    Google Scholar 

  • Muis, K., & Franco, G. (2009). Epistemic profiles and metacognition: Support for the consistency hypothesis. Metacognition and Learning.

  • Murray, T. (2003). MetaLinks: authoring and affordances for conceptual and narrative flow in adaptive hyperbooks. Journal of Artificial Intelligence in Education, 13(Special Issue on Adaptive and Intelligent Web-Based Systems), 199–233.

    Google Scholar 

  • Neber, H., & Schommer-Aikins, M. (2002). Self-regulated science learning with highly gifted students: the role of cognitive, motivational, epistemological, and environmental variables. High Ability Studies, 13(1), 59–74.

    Article  Google Scholar 

  • Nelson, T. O. (1999). Cognition versus metacognition. In R. J. Sternberg (Ed.), The nature of cognition (pp. 625–641). Cambridge: The MIT.

    Google Scholar 

  • Nelson, T. O., & Dunlosky, J. (1991). When people’s judgements of learning (JOLs) are extremely accurate at predicting subsequent recall: the “delayed-JOL effect”. Psychological Science, 2(4), 267–270.

    Article  Google Scholar 

  • Paulsen, M. B., & Feldman, K. A. (1999). Epistemological beliefs and self-regulated learning. Journal of Staff, Program, 16, 83–91.

    Google Scholar 

  • Pieschl, S. (2009). Metacognitive calibration - an extended conceptualization and potential applications. Metacognition and Learning, 4(1), 3–31.

    Article  Google Scholar 

  • Pieschl, S., Bromme, R., Porsch, T., & Stahl, E. (2008a). Epistemological sensitisation causes deeper elaboration during self-regulated learning. International perspectives in the learning sciences: Cre8ting a learning world. Proceedings of the Eighth International Conference for the Learning Sciences - ICLS 2008, Vol. 2 (pp. 2-213–2-220). London: Lulu Enterprises.

  • Pieschl, S., Stahl, E., & Bromme, R. (2008b). Epistemological beliefs and self-regulated learning with hypertext. Metacognition and Learning, 1, 17–37.

    Article  Google Scholar 

  • Pieschl, S., Bromme, R., Porsch, T., & Stahl, E. (2009). Does an epistemological sensitization cause better adaptation to task complexity? Manuscript submitted for publication.

  • Rozendaal, J. S., de Brabander, C. J., & Minnaert, A. E. (2001, September). Boundaries and dimensionality of epistemological beliefs. Paper presented at the biannual conference of the European Association of Research on Learning and Instruction (EARLI), Fribourg, Switzerland.

  • Schommer, M. (1990). Effects of beliefs about the nature of knowledge on comprehension. Journal of Educational Psychology, 82(3), 498–504.

    Article  Google Scholar 

  • Sandoval, W. A. (2005). Understanding students’ practical epistemologies and their influence on learning through inquiry. Science Education, 8, 634–56.

    Article  Google Scholar 

  • Schommer, M., Crouse, A., & Rhodes, N. (1992). Epistemological beliefs and mathematical text comprehension: believing it is simple doesn’t make it so. Journal of Educational Psychology, 84(4), 435–443.

    Article  Google Scholar 

  • Schraw, G., & Moshman, D. (1995). Metacognitive theories. Educational Psychology Review, 7(4), 351–371.

    Article  Google Scholar 

  • Schraw, G., Bendixen, L. D., & Dunkle, M. (2002). Development and validation of the Epistemic Belief Inventory (EBI). In B. K. Hofer & P. R. Pintrich (Eds.), Personal epistemology. The psychology of beliefs about knowledge and knowing (pp. 261–251). Mahwah: Erlbaum.

    Google Scholar 

  • Sinatra, G. M., & Pintrich, P. R. (eds). (2003). Intentional conceptual change. Mahwah: Erlbaum.

    Google Scholar 

  • Stahl, E. (2002). Methods for assessing cognitive processes during the construction of hypertexts. In R. Bromme & E. Stahl (Eds.), Writing hypertext and learning. Conceptual and empirical approaches (pp. 177–196). Amsterdam: Pergamon.

    Google Scholar 

  • Stahl, E., & Bromme, R. (2007). CAEB. An instrument to measure connotative aspects of epistemological beliefs. Learning and Instruction, 17(6), 773–785.

    Article  Google Scholar 

  • Stahl, E., Pieschl, S., & Bromme, R. (2006). Task complexity, epistemological beliefs and metacognitive calibration: an exploratory study. Journal of Educational Computing Research, 35(4), 319–338.

    Article  Google Scholar 

  • Stahl, E., Bromme, R., Stadtler, M., & Jaron, R. (2007). Learning by hypertext writing: Effects of considering a single audience versus multiple audiences on knowledge acquisition. In G. Rijlaarsdam (Series Ed.), M. Torrance, L. van Waes & D. Galbraith (Volume Eds.), Writing and cognition: Research and applications (studies in writing Vol. 20, pp. 307–321). Amsterdam: Elsevier.

    Google Scholar 

  • Stallmann, F. (2007). The influence of epistemological beliefs and academic self-concept on metacognitive calibration in German 12th Graders. Unpublished diploma thesis, University of Muenster, Muenster, Germany.

  • Urhahne, D., & Hopf, M. (2004). Epistemologische Überzeugungen in den Naturwissenschaften und ihre Zusamenhänge mit Motivation, Selbstkonzept und Lernstrategien. Zeitschrift für Didaktik der Naturwissenschaften, 10, 70–86.

    Google Scholar 

  • Veenman, M. V. J. (2005). The assessment of metacognitive skills: What can be learned from multi-method designs? In C. Artelt & B. Moschner (Eds.), Lernstrategien und Metakognition: Implikationen für Forschung und Praxis (pp. 77–99). Münster: Waxmann.

    Google Scholar 

  • Veenman, M. J., Van Hout-Wolters, B. H. A. M., & Afflerbach, P. (2006). Metacognition and learning: conceptual and methodological considerations. Metacognition and Learning, 1(1), 3–14.

    Article  Google Scholar 

  • Winne, P. H., & Hadwin, A. F. (1998). Studying as self-regulated learning. In D. J. Hacker, J. Dunlosky & A. C. Graesser (Eds.), Metacognition in educational theory and practice (pp. 277–304). Mahwah: Erlbaum.

    Google Scholar 

  • Winne, P. H., & Perry, N. E. (2000). Measuring self-regulated learning. In M. Boekaerts, P. R. Pintrich & M. Zeidner (Eds.), Handbook of self-regulation (pp. 531–566). San Diego: Academic.

    Chapter  Google Scholar 

  • Wood, P., & Kardash, C. M. (2002). Critical elements in the design and analysis of studies of epistemology. In B. K. Hofer & P. R. Pintrich (Eds.), Personal epistemology. The psychology of beliefs about knowledge and knowing (pp. 231–260). Mahwah: Erlbaum.

    Google Scholar 

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Bromme, R., Pieschl, S. & Stahl, E. Epistemological beliefs are standards for adaptive learning: a functional theory about epistemological beliefs and metacognition. Metacognition Learning 5, 7–26 (2010). https://doi.org/10.1007/s11409-009-9053-5

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