Abstract
We present our work engaging elementary students in scientific modeling from the Modeling Designs for Learning Science (MoDeLS) project. First, we outline the MoDeLS approach, discussing our conceptual and methodological frameworks. Second, we report our efforts, as part of the larger project, to facilitate fifth-grade students’ participation in a model-centered curriculum unit on evaporation and condensation. We discuss the model-centered instructional sequence (MIS) that we developed and incorporated into our fifth-grade modeling-centered curriculum unit on evaporation and condensation and how the unit was implemented. Finally, we present the empirical outcomes of our approach in two fifth-grade classrooms (N = 34), examining the effects of MIS components on students’ modeling practices. Our findings indicate three components of MIS—empirical investigations, computer simulations, and social interactions—affected students’ modeling practices to varying degrees. We conclude this chapter by discussing our findings and how MIS can be further developed as a pedagogical tool for modeling.
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Notes
- 1.
Hereafter, we use “modeling practices” to refer to the components of modeling mentioned above.
- 2.
We analyzed data from one of the two teachers who implemented the unit during 2008–2009 because his pre–post assessments were identical to one another and to those used by the larger MoDeLS research group.
- 3.
Note that of the four features of MIS—“model evolution,” empirical investigations, computer simulations, and social interactions—we discussed earlier, we assess the last three features here. This is because our method does not include comparison of MIS with another instructional sequence that does not contain the feature of model evolution.
References
Abd-El-Khalick, F., BouJaoude, S., Duschl, R., Lederman, N. G., Mamlok-Naaman, R., Hofstein, A., et al. (2004). Inquiry in Science Education: International Perspectives. Science Education, 88(3), 397–419.
Abraham, M. R. (1998). The learning cycle approach as strategy for instruction in science. In B. J. Fraser, & K. G. Tobin (Eds.), International handbook of science education (pp. 513–526). Dordrecht: Kluwer.
Aikenhead, G. S. (1996). Science education: Border crossing into the subculture of science. Studies in Science Education, 27, 1–52.
Atkin, J. M., & Karplus, R. (1962). Discovery of invention? The Science Teacher, 29(5), 45–51.
Berland, L. K., & Reiser, B. J. (2009). Making sense of argumentation and explanation. Science Education, 93(1), 26–55.
Brown, J. S., Collins, A., & Duguid, P. (1989). Situated cognition and the culture of learning. Educational Researcher, 18(1), 32–42.
Buckingham, B. L. E., & Reiser, B. J. (2010). What is a model? Experieced students’ beliefs about the nature and purpose of scientific models across modeling contexts. Paper presented at the 2010 Annual International Conference of National Association for Research in Science Teaching, Philadelphia, PA.
Bybee, R. W. (1997). Achieving scientific literacy: From purposes to practices. Portsmouth, NH: Heinemann.
Clement, J. J. (2008). Student/teacher co-construction of visualizable models in large group discussion. In J. J. Clement, & M. A. Rea-Ramirez (Eds.), Model based learning and instruction in science (pp. 11–22). Dordrecht, The Netherlands: Springer.
Cobb, P., Confrey, J., diSessa, A., Lehrer, R., & Schauble, L. (2003). Design experiments in educational research. Educational Researcher, 32(1), 9–13.
The Concord Consortium. (2010). Phase change (Windows only). MOLO: Molecular logic. Retrieved February 24, 2010, from http://molo.concord.org/database/activities/180.html
Douglass, C. B., & Kahle, J. B. (1978). The effects of instructional sequence and cognitive style on the achievement of high school biology students. Journal of Research in Science Teaching, 15(5), 407–412.
Duschl, R. A., Schweingruber, H. A., & Shouse, A. W. (Eds.). (2007). In Taking science to school: Learning and teaching science in grades K-8. Washington, DC: National Academies Press.
Edelson, D. C. (2001). Learning-for-use: A framework for the design of technology-supported inquiry activities. Journal of Research in Science Teaching, 38(3), 355–385.
Engeström, Y. (1987). Learning by expanding: An activity-theoretical approach to developmental research. Helsinki, Finland: Orienta-Konsultit.
Gee, J. P. (2005). An introduction to discourse analysis: Theory and method (2nd ed.). New York: Routledge.
Gobert, J. D., & Buckley, B. C. (2000). Introduction to model-based teaching and learning in science education. International Journal of Science Education, 22(9), 891–894.
Guisasola, J., Almudi, J., Ceberio, M., & Zubimendi, J. (2009). Designing and evaluating research-based instructional sequences for introducing magnetic fields. International Journal of Science and Mathematics Education, 7(4), 699–722.
Heiss, E. D., Hoffman, C. W., & Obourn, E. S. (1950). Modern science teaching. New York: Macmillan.
Herrenkohl, L. R., & Guerra, M. R. (1998). Participant structures, scientific discourse, and student engagement in fourth grade. Cognition and Instruction, 16(4), 431–473.
Hokayem, H. F., Chen, J., Baek, H., Zhan, L., & Schwarz, C. (2010). The affordances and challenges of scientific modeling in a 5th grade unit on evaporation and condensation. Paper presented at the 2010 Annual International Conference of National Association for Research in Science Teaching, Philadelphia, PA.
Jiménez-Aleixandre, M. P., Rodríguez, A. B., & Duschl, R. A. (2000). “Doing the lesson” or “doing science”: Argument in high school genetics. Science Education, 84(6), 757–792.
Kenyon, L., Cotterman, M., Todd, A., Reese, A., & Reese, E. (2010). Supporting 5th grade elementary students’ development of modeling practice over time with multiple modeling experiences in different subject matter contexts. Paper presented at the 2010 Annual International Conference of National Association for Research in Science Teaching, Philadelphia, PA.
Kenyon, L., Schwarz, C., & Hug, B. (2008). The benefits of scientific modeling: Constructing, using, evaluating, and revising scientific models helps students advance their scientific ideas, learn to think critically, and understand the nature of science. Science and Children, 46(2), 40–44.
Latour, B., & Woolgar, S. (1979). Laboratory life: The social construction of scientific facts. Beverly Hills, CA: Sage.
Lave, J., & Wenger, E. (1991). Situated learning: Legitimate peripheral participation. New York: Cambridge University Press.
Lederman, N. G. (2007). Nature of science: Past, present, and future. In S. K. Abell, & N. G. Lederman (Eds.), Handbook of research on science education (pp. 831–879). Mahwah, NJ: Lawrence Erlbaum Associates.
Lehrer, R., & Schauble, L. (2006). Scientific thinking and science literacy: Supporting development in learning in contexts. In W. Damon, R. M. Lerner, K. A. Renninger, & I. E. Sigel (Eds.), Handbook of child psychology (6th Ed., Vol. 4). Hoboken, NJ: Wiley.
Lesh, R., & Doerr, H. M. (2003). Foundations of models and modeling perspective on mathematics teaching, learning, and problem solving. In R. Lesh, & H. M. Doerr (Eds.), Beyond constructivism: Models and modeling perspectives on mathematics problem solving, learning, and teaching (pp. 3–33). Mahwah, NJ: Erlbaum.
McNeill, K. L., Lizotte, D. J., Krajcik, J., & Marx, R. W. (2006). Supporting students’ construction of scientific explanations by fading scaffolds in instructional materials. Journal of the Learning Sciences, 15(2), 153–191.
Méheut, M. & Psillos, D. (2004). Teaching-learning sequences: Aims and tools for science education research. International Journal of Science Education, 26(5), 515–535.
Northwestern University, N. (2009). MoDeLS. MoDeLS: The Modeling Design for Learning Science (MoDeLS). Retrieved February 1, 2010, from http://www.models.northwestern.edu/models/
Rogoff, B. (2003). The cultural nature of human development. New York: Oxford University Press.
Roth, W. -M., & Bowen, G. M. (1995). Knowing and interacting: A study of culture, practices, and resources in a Grade 8 open-inquiry science classroom guided by a cognitive apprenticeship metaphor. Cognition and Instruction, 13(1), 73–128.
Roth, W. -M., & Lee, Y. -J. (2007). “Vygotsky’s neglected legacy”: Cultural-historical activity theory. Review Of Educational Research, 77(2), 186–232.
Schoenfeld, A. H. (1999). Looking toward the 21st century: Challenges of educational theory and practice. Educational Researcher, 28(7), 4–14.
Schwarz, C. V. (2009). A learning progression of elementary teachers’ knowledge and practices for model-based scientific inquiry. San Diego, CA: Paper presented at the American Educational Research Association.
Schwarz, C. V., & Gwekwerere, Y. N. (2007). Using a guided inquiry and modeling instructional framework (EIMA) to support preservice K-8 science teaching. Science Education, 91(1), 158–186.
Schwarz, C. V., Reiser, B. J., Davis, E. A., Kenyon, L., Ach, A., Fortus, D., 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(6), 632–654.
Schwarz, C. V., Reiser, B. J., Fortus, D., Shwartz, Y., Acher, A., Davis, E. A., et al. (2009, June 24–26). MoDeLS: Defining a learning progression for scientific modeling. Paper presented at the Learning Progressions in Science Conference, Iowa City, IA.
Schwarz, C. V., & White, B. Y. (2005). Metamodeling knowledge: Developing students’ understanding of scientific modeling. Cognition and Instruction, 23(2), 165–205.
Spitulnik, M. W., Krajcik, J., & Soloway, E. (1999). Construction of models to promote scientific understanding. In W. Feurzeig, & N. Roberts (Eds.), Modeling and Simulation in Science and Mathematics Education (pp. 70–94). New York: Springer-Verlag.
Stewart, J., Cartier, J. L., & Passmore, C. M. (2005). Developing understanding through model-based inquiry. In M. S. Donovan, & J. D. Bransford (Eds.), How students learn (pp. 515–565). Washington, DC: National Research Council.
Wenger, E. (1998). Communities of practice: Learning, meaning, and identity. New York: Cambridge University Press.
White, B. Y., & Frederiksen, J. R. (1998). Inquiry, modeling, and metacognition: Making science accessible to all students. Cognition and Instruction, 16(1), 3–118.
White, B. Y., & Schwarz, C. V. (1999). Alternative approaches to using modeling and simulation tools for teaching science. In W. Feurzeig, & N. Roberts (Eds.), Modeling and simulation in science and mathematics education (pp. 226–256). New York: Springer.
Windschitl, M., Thompson, J., & Braaten, M. (2008). Beyond the scientific method: Model-based inquiry as a new paradigm of preference for school science investigations. Science Education, 92(5), 941–967.
Woodward, J. (2010). Scientific explanation. Stanford Encyclopedia of Philosophy. Retrieved May 21, 2010, from http://plato.stanford.edu/entries/scientific-explanation/
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Baek, H., Schwarz, C., Chen, J., Hokayem, H., Zhan, L. (2011). Engaging Elementary Students in Scientific Modeling: The MoDeLS Fifth-Grade Approach and Findings. In: Khine, M., Saleh, I. (eds) Models and Modeling. Models and Modeling in Science Education, vol 6. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-0449-7_9
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