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Original Articles

University students’ meta-modelling knowledge

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References

  • Al-Balushi, S. 2011. “Students’ Evaluation of the Credibility of Scientific Models That Represent Natural Entities and Phenomena.” International Journal of Science and Mathematics Education 9: 571–601.10.1007/s10763-010-9209-4
  • Bailer-Jones, D. 2003. “When Scientific Models Represent.” International Studies in the Philosophy of Science 17: 59–74.10.1080/02698590305238
  • Bayir, E., Y. Cakici, and O. Ertas. 2014. “Exploring Natural and Social Scientists’ Views of Nature of Science.” International Journal of Science Education 36: 1286–1312.10.1080/09500693.2013.860496
  • Charness, G., U. Gneezy, and M. Kuhn. 2012. “Experimental Methods: Between-Subject and within-Subject Design.” Journal of Economic Behavior & Organization 81: 1–8.10.1016/j.jebo.2011.08.009
  • Chomsky, N. 1962. Explanatory Models in Linguistic. In Logic, Methodology and the Philosophy of Science, edited by E. Nagel, P. Suppes, and A. Tarski, 528–550. Stanford: Stanford U.P.
  • Dobson, A. 2014. Epidemiology. Science 346: 1294–1295.
  • Firestone, J., S. Wong, J. Luft, and D. Fay. 2012. “The Nature of Science or the Nature of Teachers.” In Advances in Nature of Science Research, edited by M. Khine, 189–206. Dordrecht: Springer.10.1007/978-94-007-2457-0
  • Fischer, K., D. Bullock, E. Rotenberg, and P. Raya. 1993. “The Dynamics of Competence.” In Development in Context, edited by R. Wozniak and K. Fischer, 93–117. Hillsdale, NJ: Erlbaum.
  • Frigg, R., and S. Hartmann. 2006. “Scientific Models.” In The Philosophy of Science, edited by S. Sarkar and J. Pfeifer, 740–749. New York: Routledge.
  • Giere, R. 2004. “How Models Are Used to Represent Reality.” Philosophy of Science 71: 742–752.10.1086/425063
  • Gobert, J., L. O’Dwyer, P. Horwitz, B. C. Buckley, S. Levy, and U. Wilensky. 2011. “Examining the Relationship between Students' Understanding of the Nature of Models and Conceptual Learning in Biology, Physics, and Chemistry.” International Journal of Science Education 33: 653–684.10.1080/09500691003720671
  • Grosslight, L., C. Unger, E. Jay, and C. Smith. 1991. “Understanding Models and Their Use in Science: Conceptions of Middle and High School Students and Experts.” Journal of Research in Science Teaching 28: 799–822.10.1002/(ISSN)1098-2736
  • Grünkorn, J., A. Upmeier zu Belzen, and D. Krüger. 2014. “Assessing Students’ Understandings of Biological Models and Their Use in Science to Evaluate a Theoretical Framework.” International Journal of Science Education 36: 1651–1684.
  • Guerra-Ramos, M. 2012. “Teachers’ Ideas about the Nature of Science: A Critical Analysis of Research Approaches and Their Contribution to Pedagogical Practice.” Science & Education 21: 631–655.10.1007/s11191-011-9395-7
  • Hartmann, S., A. Upmeier zu Belzen, D. Krüger, and H. Pant. 2015. “Scientific Reasoning in Higher Education.” Zeitschrift für Psychologie 223: 47–53.
  • Heesterbeek, H., R. Anderson, V. Andreasen, S. Bansal, D. de Angelis, C. Dye, C. Viboud, et al. 2015. “Modeling Infectious Disease Dynamics in the Complex Landscape of Global Health.” Science 347: 1216.
  • Hodson, D. 2014. “Learning Science, Learning about Science, Doing Science: Different Goals Demand Different Learning Methods.” International Journal of Science Education 36: 2534–2553.10.1080/09500693.2014.899722
  • Hofer, B. 2006. “Domain Specificity of Personal Epistemology: Resolved Questions, Persistent Issues, New Models.” International Journal of Educational Research 45: 85–95.10.1016/j.ijer.2006.08.006
  • Justi, R., and J. K. Gilbert. 2003. “Teachers' Views on the Nature of Models.” International Journal of Science Education 25: 1369–1386.10.1080/0950069032000070324
  • Justi, R., and J. K. Gilbert. 2005. “Investigating Teachers’ Ideas about Models and Modelling: Some Issues of Authenticity.” In Research and the Quality of Science Education, edited by K. Boersma, M. Goedhart, O. de Jong and H. Eijkelhof, 325–335. Dordrecht: Springer.10.1007/1-4020-3673-6
  • King, P., and K. Kitchener. 2004. “Reflective Judgment: Theory and Research on the Development of Epistemic Assumptions through Adulthood.” Educational Psychologist 39: 5–18.10.1207/s15326985ep3901_2
  • KMK [Sekretariat der Ständigen Konferenz der Kultusminister der Länder in der BRD], ed. 2005. Bildungsstandards Im Fach Biologie Für Den Mittleren Schulabschluss [Biology education standards for the Mittlere Schulabschluss]. München & Neuwied: Wolters Kluwer.
  • Krell, M., A. Upmeier zu Belzen, and D. Krüger. 2012. "Students’ Understanding of the Purpose of Models in Different Biological Contexts." International Journal of Biology Education 2 (2): 1–34. http://www.ijobed.com/2_2/Moritz-2012.pdf
  • Krell, M., A. Upmeier zu Belzen, and D. Krüger. 2014a. "Context-specificities in students’ understanding of models and modelling." In E-Book proceedings of the ESERA 2013 conference. Part 6, edited by C. Constantinou, N. Papadouris, and A. Hadjigeorgiou, 41–52. Nicosia, Cyprus: ESERA. http://www.esera.org/media/eBook_2013/strand%206/ESERA_ebook_Part_6.pdf
  • Krell, M., A. Upmeier zu Belzen, and D. Krüger. 2014b. “Students’ Levels of Understanding Models and Modelling in Biology.” Research in Science Education 44: 109–132.
  • Krell, M., B. Reinisch, and D. Krüger. 2015. “Analyzing Students’ Understanding of Models and Modeling Referring to the Disciplines Biology, Chemistry, and Physics.” Research in Science Education 45: 367–393.
  • Krell, M., J. Koska, F. Penning, and D. Krüger. 2015. “Fostering Pre-service Teachers’ Views About Nature of Science.” Research in Science & Technological Education 33: 344–365.
  • Krell, M., and D. Krüger. 2016. “Testing models: A Key Aspect to Promote Teaching-Activities Related to Models and Modelling in Biology Lessons?” Journal of Biological Education 50: 160–173.
  • Kupferschmidt, K. 2014. “Imagining Ebola’s Next Move.” Science 346: 151–152.10.1126/science.346.6206.151
  • Leach, J., R. Millar, J. Ryder, and M.-G. Séré. 2000. “Epistemological Understanding in Science Learning: The Consistency of Representations Across Contexts.” Learning and Instruction 10: 497–527.
  • Lin, J.-W. 2014. “Elementary School Teachers’ Knowledge of Model Functions and Modeling Processes.” International Journal of Science and Mathematics Education 12: 1197–1220.10.1007/s10763-013-9446-4
  • Magnani, L., and N. J. Nersessian, eds. 2002. Model-Based Reasoning. New York, NY: Kluwer.
  • Mahr, B. 2011. “On the Epistemology of Models.” In Rethinking Epistemology, edited by G. Abel and J. Conant, 301–352. Berlin, Boston: De Gruyter.
  • Mathesius, S., S. Hartmann, A. Upmeier zu Belzen, and D. Krüger. 2016. “Scientific inquiry as an aspect of pre-service biology teacher education.” In The Future of Biology Education Research. Proceedings of the 10th conference of European Researchers in Didactics of Biology (ERIDOB), edited by T. Tal and A. Yarden, 93–110. Haifa, Israel.
  • Morgan, M. S., and M. Morrison, eds. 1999. Models as Mediators. Cambridge: Cambridge U.P.
  • Muis, K., L. Bendixen, and F. Haerle. 2006. “Domain-Generality and Domain-Specificity in Personal Epistemology Research: Philosophical and Empirical Reflections in the Development of a Theoretical Framework.” Educational Psychology Review 18: 3–54. doi:10.1007/s10648-006-9003-6.
  • Nehm, R. H., and M. Ha. 2011. “Item Feature Effects in Evolution Assessment.” Journal of Research in Science Teaching 48: 237–256.
  • NGSS Lead States, ed. 2013. Next Generation Science Standards. Washington, DC: The National Academies Press.
  • Odenbaugh, J. 2005. “Idealized, Inaccurate but Successful: A Pragmatic Approach to Evaluating Models in Theoretical Ecology.” Biology & Philosophy 20: 231–255.10.1007/s10539-004-0478-6
  • Passmore, C., J. Gouvea, and R. Giere. 2014. “Models in Science and in Learning Science.” In International Handbook of Research in History, Philosophy and Science Teaching, edited by M. Matthews, 1171–1202. Dordrecht: Springer.
  • Schwarz, C. 2002, October. Is There a Connection? The Role of Meta-Modeling Knowledge in Learning with Models. Paper presented at the fifth International Conference of the Learning Sciences, Seattle, WA. http://schwarz.wiki.educ.msu.edu/file/view/Schwarz_ICLS_metapaper.pdf.
  • Schwarz, C., B. Reiser, E. Davis, L. Kenyon, A. Achér, D. Fortus, Y. Shwartz, et al. 2009. “Developing a Learning Progression for Scientific Modeling: Making Scientific Modeling Accessible and Meaningful for Learners.” Journal of Research in Science Teaching 46: 632–654.10.1002/tea.v46:6
  • Shavelson, R. 2013. “On an Approach to Testing and Modeling Competence.” Educational Psychologist 48: 73–86.10.1080/00461520.2013.779483
  • Sins, P., E. Savelsbergh, W. van Joolingen, and B. van Hout‐Wolters. 2009. “The Relation between Students’ Epistemological Understanding of Computer Models and Their Cognitive Processing on a Modelling Task.” International Journal of Science Education 31: 1205–1229.10.1080/09500690802192181
  • Sophian, C. 1997. “Beyond Competence: The Significance of Performance for Conceptual Development.” Cognitive Development 12: 281–303.10.1016/S0885-2014(97)90001-0
  • Treagust, D., G. Chittleborough, and T. Mamiala. 2002. “Students’ Understanding of the Role of Scientific Models in Learning Science.” International Journal of Science Education 24: 357–368.10.1080/09500690110066485
  • Upmeier zu Belzen, A., and D. Krüger. 2010. "Modellkompetenz im Biologieunterricht" [Model competence in biology teaching]. Zeitschrift für Didaktik der Naturwissenschaften 16: 41–57.
  • Vosniadou, S. 2002. “Mental Models in Conceptual Development.” In Model-Based Reasoning, edited by L. Magnani and N. Nersessian, 353–368. New York: Kluwer.10.1007/978-1-4615-0605-8
  • White, B., A. Collins, and J. Frederiksen. 2011. “The Nature of Scientific Meta-Knowledge.” In Models and Modeling, edited by M. Khine and I. Saleh, 41–76. Dordrecht: Springer.10.1007/978-94-007-0449-7
  • Wirtz, M., and F. Caspar. 2002. Beurteilerübereinstimmung Und Beurteilerreliabilität [Rater Agreement and Rater Reliability]. Göttingen: Hogrefe.

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