National Geoscience Faculty Survey 2016: Prevalence of systems thinking and scientific modeling learning opportunities

References

• Arnold, R. D., & Wade, J. P. (2015). A definition of systems thinking: A systems approach. Procedia Computer Science, 44, 669–678. doi:10.1016/j.procs.2015.03.050
   Google Scholar
• Assaraf, O.B.Z., & Orion, N. (2005). Development of systems thinking skills in the context of earth system education. Journal of Research in Science Teaching, 42(5), 518–560. doi:10.1002/tea.20061
   Web of Science ®Google Scholar
• Baumfalk, B., Bhattacharya, D., Vo, T., Forbes, C., Zangori, L., & Schwarz, C. (2018). Impact of model-based curriculum and instruction on elementary students’ explanations for the hydrosphere. Journal of Research in Science Teaching. Advance online publication. doi:10.1002/tea.21514
   Google Scholar
• Bawden, R. J., Macadam, R. D., Packham, R. J., & Valentine, I. (1984). Systems thinking and practices in the education of agriculturalists. Agricultural systems, 13(4), 205–225. doi:10.1016/0308-521X(84)90074-X
   Web of Science ®Google Scholar
• Danish, J., Saleh, A., Andrade, A., & Bryan, B. (2017). Observing complex systems thinking in the zone of proximal development. Instructional Science, 45(1), 5–24. doi:10.1007/s11251-016-9391-z
   Web of Science ®Google Scholar
• Earth Science Literacy Initiative. (2010). Earth science literacy principles: The big ideas and supporting concepts of Earth science. Arlington, VA: National Science Foundation.
   Google Scholar
• Forbes, C.T., Brozovic, N., Franz, T., Lally, D., & Petitt, D. (2018). Water in Society: An interdisciplinary course to support undergraduate students’ water literacy. Journal of College Science Teaching, 48(1), 36–42.
   Google Scholar
• Gunn, R. L., Mohtar, R. H., & Engel, B. A. (2002). World-Wide-Web-based soil and water quality modeling in undergraduate education. Journal of Natural Resources and Life Sciences Education, 31, 141–147.
   Google Scholar
• Hmelo-Silver, C. E., Jordan, R., Eberbach, C., & Sinha, S. (2017). Systems learning with a conceptual representation: A quasi-experimental study. Instructional Science, 45(1), 53–72. doi:10.1007/s11251-016-9392-y
   Web of Science ®Google Scholar
• Kastens, K. A., Manduca, C. A., Cervato, C., Frodeman, R., Goodwin, C., Liben, L. S., & Titus, S. (2009). How geoscientists think and learn. Eos, Transactions American Geophysical Union, 90(31), 265–266. doi:10.1029/2009EO310001
   Google Scholar
• Libarkin, J. C. (2006). Geoscience education in the United States. Planet, 17(1), 60–63. doi:10.11120/plan.2006.00170060
   Google Scholar
• Libarkin, J. C., & Anderson, S. W. (2005). Assessment of learning in entry-level geoscience courses: Results from the geoscience concept inventory. Journal of Geoscience Education, 53(4), 394–401. doi:10.5408/1089-9995-53.4.394
   Google Scholar
• Macdonald, H.R., Manduca, C.A., Mogk, D.W., and Tewksbury, B.J. (2005) Teaching methods in undergraduate geoscience courses: Results of the 2004 on the cutting edge survey of U.S. faculty. Journal of Geoscience Education, 53(3), 237–252. doi:10.5408/1089-9995-53.3.237
   Google Scholar
• Manduca, C. A., Iverson, E. R., Luxenberg, M., Macdonald, R. H., McConnell, D. A., Mogk, D. W., & Tewksbury, B. J. (2017). Improving undergraduate STEM education: The efficacy of discipline-based professional development. Science Advances, 3(2), e1600193. doi:10.1126/sciadv.1600193
   PubMed Web of Science ®Google Scholar
• McNeal, K. S., Miller, H. R., & Herbert, B. E. (2008). The effect of using inquiry and multiple representations on introductory geology students' conceptual model development of coastal eutrophication. Journal of Geoscience Education, 56(3), 201–211. doi:10.5408/1089-9995-56.3.201
   Google Scholar
• Mosher, S., Bralower, T., Huntoon, J., Lea, P., McConnell, D., Miller, K., Ryan, J., Summa, L., Villalobos, J., & White, L. (2014). Future of undergraduate geoscience education: Summary report for summit on future of undergraduate geoscience education.
   Google Scholar
• National Research Council. (2012). Discipline-based education research: Understanding and improving learning in undergraduate science and engineering. National Academies Press.
   Google Scholar
• Scherer, H.H., Holder, L., & Herbert, B.E. (2017) Student learning of complex Earth systems: Conceptual frameworks of Earth systems and instructional design. Journal of Geoscience Education, 65(4), 473–489.
   Google Scholar
• Schwarz, C. V., Reiser, B. J., Davis, E. A., Kenyon, L., Achér, A., Fortus, D., … & Krajcik, J. (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. doi:10.1002/tea.20311
   Web of Science ®Google Scholar
• Somerville, R., & Bishop, W. (1997). Geoscience education: A recommended strategy. National Science Foundation, NSF, 97–171.
   Google Scholar
• Tewksbury, B. J., Manduca, C. A., Mogk, D. W., Macdonald, R. H., & Bickford, M. E. (2013). Geoscience education for the Anthropocene. Geological Society of America Special Papers, 501, 189–201.
   Google Scholar
• Troy, T. J., Konar, M., Srinivasan, V., & Thompson, S. (2015). Moving sociohydrology forward: A synthesis across studies. Hydrology and Earth System Sciences, 19(8), 3667–3679. doi:10.5194/hess-19-3667-2015
   Web of Science ®Google Scholar
• U.S. Department of Energy. (2012). Essential principles and fundamental concepts for energy education.
   Google Scholar
• U.S. Global Change Research Program. (2009). Climate literacy: The essential principles of climate science.
   Google Scholar
• Williams, A., Lansey, K., & Washburne, J. (2009). A dynamic simulation based water resources education tool. Journal of Environmental Management, 90(1), 471–482. doi:10.1016/j.jenvman.2007.11.005
   PubMed Web of Science ®Google Scholar
• Zigic, S., & Lemckert, C. J. (2007). Development of an interactive computer-based learning strategy to assist in teaching water quality modelling. Computers & Education, 49(4), 1246–1257.
   Web of Science ®Google Scholar