Abstract
We have developed an instrument to assess students’ proficiencies in identifying sources of science knowledge (SoK) in text passages. We describe the new web-based instrument and our evaluation of the instrument with a sample (n = 338) of children grades 2-8. By creating and validating this tool, we aim to establish a learning progression, inform science teaching, and tailor instruction to individual differences. Our findings suggest that students demonstrate differential ability in identifying SoK and thus imply the need for instruction to accommodate individual student perspectives on SoK. We expect that highlighting student ability in identifying SoK as a distinct skill will enable differentiated, adaptive instruction. We further expect this instrument to make explicit a component of what it means to think like a scientist, and in doing so facilitate conversations among teachers and students about the practice of science.
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References
Forsthuber, B., Motiejunaite, A., de Coutinho, A., Sofia, A.: Science Education in Europe: National Policies, Practices and Research. Education, Audiovisual and Culture Executive Agency, European Commission (2011)
Council of the European Union: Council conclusions of 12 May 2009 on a strategic framework for European cooperation in education and training. Official Journal of the European Union C. 119, 2–10 (2009)
National Research Council (U.S.): A framework for K-12 science education: practices, crosscutting concepts, and core ideas. The National Academies Press, Washington, DC (2012)
Honey, M.A., Hilton, M.: Learning Science through Computer Games and Simulations. National Academies Press (2011)
Renken, M.D., Chinn, C.A., Vargas, P., Sandoval, W.: Exposing and Assessing Epistemic Thinking. In: Proceedings of 11th International Conference of the Learning Sciences, Boulder, CO (2014)
Chinn, C.A., Buckland, L.A., Samarapungavan, A.: Expanding the Dimensions of Epistemic Cognition: Arguments From Philosophy and Psychology. Educational Psychologist 46, 141–167 (2011)
Hofer, B.K., Pintrich, P.R.: The development of epistemological theories: Beliefs about knowledge and knowing and their relation to learning. Review of Educational Research 67, 88–140 (1997)
Zimmerman, C.: The development of scientific thinking skills in elementary and middle school. Developmental Review 27, 172–223 (2007)
Harris, P.L.: Trusting What You’re Told: How Children Learn from Others. Harvard University Press (2012)
Next Generation Science Standards: For States, By States. The National Academies Press (2013)
Kuhn, D., Cheney, R., Weinstock, M.: The development of epistemological understanding. Cognitive Development 15, 309–328 (2000)
Renken, M.D., Litkowski, E., Oliver, M., Goldin, I.M.: Students’ recognition of the value of scientific process when evaluating science explanations. Poster at American Psychological Association Annual Conference, Washington, DC (2014)
Landauer, T.K., Kireyev, K., Panaccione, C.: Word Maturity: A New Metric for Word Knowledge. Scientific Studies of Reading 15, 92–108 (2011)
De Boeck, P., Partchev, I.: IRTrees: Tree-Based Item Response Models of the GLMM Family. Journal of Statistical Software 48, 1–28 (2012)
Hadfield, J.D.: MCMC Methods for Multi-Response Generalized Linear Mixed Models: The MCMCglmm R Package. Journal of Statistical Software 33, 1–22 (2010)
Estes, D., Chandler, M., Horvath, K.J., Backus, D.W.: American and British college students’ epistemological beliefs about research on psychological and biological development. Journal of Applied Developmental Psychology 23, 625–642 (2003)
Renken, M.D., McMahan, E., Nitkova, M.: Initial validation of an instrument measuring psychology-specific epistemological beliefs. Teaching of Psychology (in press)
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Goldin, I., Renken, M., Galyardt, A., Litkowski, E. (2014). Individual Differences in Identifying Sources of Science Knowledge. In: Rensing, C., de Freitas, S., Ley, T., Muñoz-Merino, P.J. (eds) Open Learning and Teaching in Educational Communities. EC-TEL 2014. Lecture Notes in Computer Science, vol 8719. Springer, Cham. https://doi.org/10.1007/978-3-319-11200-8_12
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DOI: https://doi.org/10.1007/978-3-319-11200-8_12
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