Abstract
Development of effective instructional materials, particularly those intended to address strongly held alternative conceptions about the natural world, is difficult. Research suggests that the most effective instruction stems from initial consideration of instructional goals and careful alignment of practice with those goals. Understanding whether or not instruction is effective itself requires development of assessment instruments that are written in direct correspondence to pre-articulated goals. Concept inventories (CIs), multiple-choice tests targeting specific content, are becoming increasingly popular mechanisms for assessing student learning, particularly in the USA. CIs have become popular because they target student alternative conceptions authentically and are relatively easy to implement even to very large lecture courses. The wide array of CIs available both in the USA and internationally reflects the importance that faculty place on addressing student conceptions. CIs can be used as both instructional tools and as research instruments; where used for research, scholars must be careful to evaluate the validity and reliability of the CI being used. In this chapter, we provide evidence of the value of CIs for use in both course and programmatic assessment. In addition, we illustrate the importance of community discourse in ensuring that CIs are appropriate for research.
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References
Bardar, E. M., Prather, E. E., Brecher, K., & Slater, T. F. (2006). Development and validation of the light and spectroscopy concept inventory. Astronomy Education Review, 5, 103.
Black, A. A. (2005). Spatial ability and earth science conceptual understanding. Journal of Geoscience Education, 53, 402–414.
Bowling, B. V., Acra, E. E., Wang, L., et al. (2008). Development and evaluation of a genetics literacy assessment instrument for undergraduates. Genetics, 178, 15–22.
DeMars, C. E. (2006). Application of the bi-factor multidimensional item response theory model to testlet-based tests. Journal of Educational Measurement, 43, 145–168.
DeVellis, D. R. F. (2003). Scale development: Theory and applications (2nd ed.). Newbury Park: Sage Publications, Inc.
Elrod, S. L., Bartel, B. P. D., Walz, J. C., & Polacek, K. M. (2008, November 11–15). The genetics concept inventory (GenCI) Version 3.0: Identifying and addressing student misconceptions. Annual meeting of the American Society for Human Genetics, Philadelphia, PA.
Garvin-Doxas, K., & Klymkowsky, M. W. (2008). Understanding randomness and its impact on student learning: Lessons learned from building the Biology Concept Inventory (BCI). CBE Life Sciences Education, 7, 227–233.
Hambrick, D. Z., Libarkin, J. C., Petcovic, H. L., et al. (2012). A test of the circumvention-of-limits hypothesis in scientific problem solving: The case of geological bedrock mapping. Journal of Experimental Psychology. General, 141(3), 397–403.
Hestenes, D., & Wells, M. (1992). A mechanics baseline test. The Physics Teacher, 30, 159.
Hott, A. M., Huether, C. A., McInerney, J. D., et al. (2002). Genetics content in introductory biology courses for non-science majors: Theory and practice. Bioscience, 52, 1024–1035.
Kelemen, D., & Rosset, E. (2009). The human function compunction: Teleological explanation in adults. Cognition, 111, 138–143.
Krajcik, J., McNeill, K. L., & Reiser, B. J. (2008). Learning-goals-driven design model: Developing curriculum materials that align with national standards and incorporate project-based pedagogy. Science Education, 92, 1–32.
Libarkin, J. (2008, October 13–14). Concept inventories in higher education science. National research council promising practices in undergraduate STEM education workshop 2, Washington, DC.
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, 394.
Libarkin, J. C., & Anderson, S. W. (2006). Development of the Geoscience Concept Inventory.In Proceedings of the national STEM assessment conference (pp. 148–158). Washington DC.
Libarkin, J. C., & Anderson, S. W. (2007). The geoscience concept inventory: Application of Rasch analysis to concept inventory development in higher education. In X. Liu & W. J. Boone (Eds.), Applications of Rasch measurement in science education. Maple Grove: JAM Press.
Libarkin, J. C., & Geraghty Ward, E. M. (2011). The qualitative underpinnings of quantitative concept inventory questions. Geological Society of America Special Papers, 474, 37–48.
Libarkin, J. C., Ward, E. M. G., Anderson, S. W., et al. (2011). Revisiting the geoscience concept inventory: A call to the community. GSA Today, 21, 26–28.
Llerandi Roman, P. A. (2007). The effects of a professional development geoscience education institute upon secondary school science teachers in Puerto Rico. Ph.D., Curriculum and Instruction, Purdue University.
Lord, F. M. (1980). Applications of item response theory to practical testing problems. New York: Routledge.
McConnell, D. A., & van Der Hoeven Kraft, K. J. (2011). Affective domain and student learning in the geosciences. Journal of Geoscience Education, 59, 106.
McConnell, D. A., Steer, D. N., Owens, K. D., et al. (2006). Using conceptests to assess and improve student conceptual understanding in introductory geoscience courses. Journal of Geoscience Education, 54, 61–68.
McElhinny, T. L., Dougherty, M. J., Bowling, B. V., & Libarkin, J. C. (2012). The status of genetics curriculum in higher education in the United States: Goals and assessment. Science & Education 1–20.
Patton, M. Q. (2002). Qualitative research and evaluation methods (3rd ed.). Thousand Oaks: Sage Publications, Inc.
Pellegrino, J. W., Chudowsky, N., & Glaser, R. (2001). Knowing what students know: The science and design of educational assessment. Washington, DC: National Academies Press.
Petcovic, H., & Ruhf, R. (2008). Geoscience conceptual knowledge of preservice elementary teachers: Results from the Geoscience Concept Inventory. Journal of Geoscience Education, 56, 251–260.
Reed-Rhoads, T., & Imbrie, P. K. (2008, October 13–14). Concept inventories in engineering education. National research council promising practices in undergraduate STEM education workshop 2, Washington, DC.
Russell, D., Davies, M., & Totten, I. (2008). GEOWORLDS: Utilizing second life to develop advanced geosciences knowledge. In Proceedings of the 2008 second IEEE international conference on digital game and intelligent toy enhanced learning (pp. 93–97). Washington, DC: IEEE Computer Society.
Smith, M. K., Wood, W. B., & Knight, J. K. (2008). The genetics concept assessment: A new concept inventory for gauging student understanding of genetics. CBE Life Sciences Education, 7, 422–430.
Smith, K. A., Douglas, T. C., & Cox, M. F. (2009). Supportive teaching and learning strategies in STEM education. New Directions for Teaching and Learning, 2009(117), 19–32.
Steer, D. N., Knight, C. C., Owens, K. D., & McConnell, D. A. (2005). Challenging students ideas about Earth’s interior structure using a model-based, conceptual change approach in a large class setting. Journal of Geoscience Education, 53, 415–421.
Teed, R., & Slattery, W. (2011). Changes in geologic time understanding in a class for preservice teachers. Journal of Geoscience Education, 59, 151.
Theissen, K. (2011). Peer-reviewed multiple-choice question. http://geoscienceconceptinventory.wikispaces.com/Negative+Feedback+in+the+Climate+System. Accessed 25 Oct 2011.
Treagust, D. (1986). Evaluating students’ misconceptions by means of diagnostic multiple choice items. Research in Science Education, 16, 199–207.
Treagust, D. F. (1988). Development and use of diagnostic tests to evaluate students’ misconceptions in science. International Journal of Science Education, 10, 159–169.
Trochim, W. (2001). The research methods knowledge base (2nd ed.). Mason, OH.
Tsui, C.-Y., & Treagust, D. (2010). Evaluating secondary students’ scientific reasoning in genetics using a two-tier diagnostic instrument. International Journal of Science Education, 32, 1073–1098.
Ward, E. M. G., Libarkin, J. C., Kortemeyer, G., & Raeburn, S. P. (2010). The geoscience concept inventory WebCenter provides new means for student assessment. eLearningPapers
West, P., Rutstein, D. W., Mislevy, R. J., et al. (2010). A Bayesian Network approach to modeling learning progressions and task performance (CRESST Report 776). National Center for Research on Evaluation, Standards, and Student Testing (CRESST).
Wiggins, G. P., & McTighe, J. (1998). Understanding by design. Alexandria: Association for Supervision & Curriculum Development.
Wittmann, M. (1998). Making sense of how students come to an understanding of physics: An example from mechanical waves. Ph.D. University of Maryland.
Acknowledgments
 Development of the GCI and initial efforts in building online resources were made possible by the US National Science Foundation (NSF) through grants DUE-0127765, DUE-0350395, DGE-9906479, DUE-0717790, and DUE-0717589. Any opinions, findings, conclusions, or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the NSF. This work was partially funded by the Center for Integrative Studies in General Science (CISGS) in the College of Natural Science at Michigan State University.
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Appendix
Appendix
Climate Change questions used in programmatic assessment. Questions extracted from the Geoscience Concept Inventory:http://geoscienceconceptinventory.wikispaces.com/ATMOSPHERE#CLIMATE%20CHANGE
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1.
Which of the following statements about global warming over the past 50 years most closely reflects your viewpoint?
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(a)
Global warming over the past 50 years is mostly caused by natural processes.
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(b)
Global warming over the past 50 years is mostly caused by human activities.
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(c)
Global warming has not really occurred over the past 50 years.
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(d)
I do not know.
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(a)
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2.
If human civilization had never developed on Earth, would there be a greenhouse effect?
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(a)
No, the greenhouse effect is caused by humans burning fossil fuels.
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(b)
No, the greenhouse effect is caused by humans depleting ozone.
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(c)
No, there is no conclusive evidence that a greenhouse effect exists.
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(d)
Yes, the greenhouse effect is caused by naturally occurring gases.
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(e)
Yes, the greenhouse effect is caused by plants giving off gases.
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(f)
I do not know.
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(a)
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3.
What is a negative feedback loop in the climate system?
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(a)
An initial change in the climate system leads to a response that has a beneficial effect on climate.
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(b)
An initial change in the climate system leads to a response that slows climate change.
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(c)
An initial change in the climate system leads to a response that speeds up climate change.
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(d)
An initial change in the climate system leads to a response that has a harmful effect on climate.
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(e)
I do not know.
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(a)
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4.
Which of the following best describes the relationship between the greenhouse effect and global warming?
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(a)
The greenhouse effect and global warming are likely the same thing.
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(b)
The greenhouse effect and global warming are likely unrelated.
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(c)
Without the greenhouse effect, there would be almost no global warming.
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(d)
Without global warming, there would be almost no greenhouse effect.
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(e)
There is no definite proof that either the greenhouse effect or global warming exists.
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(f)
I do not know.
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(a)
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5.
What are greenhouse gases?
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(a)
Gases in the atmosphere that absorb infrared energy.
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(b)
Gases in the atmosphere that absorb ultraviolet energy.
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(c)
Gases in the atmosphere that cause rain to become acidic.
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(d)
Gases in the atmosphere that are produced as plants grow.
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(e)
I do not know.
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(a)
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6.
What would happen if a significant amount of new sea ice were to form in the Arctic Ocean?
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(a)
An increase in the amount of ice in the ocean would lead to more coastal flooding.
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(b)
A decrease in the occurrence of extreme weather events would lead to fewer hurricanes.
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(c)
A decrease in the temperature of the ocean would lead to a cooling of the planet.
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(d)
An increase in the reflection of solar energy would lead to a warming of the planet.
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(e)
A decrease in the absorption of solar energy would lead to a cooling of the planet.
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(f)
I do not know.
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(a)
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Libarkin, J., Jardeleza, S.E., McElhinny, T.L. (2014). The Role of Concept Inventories in Course Assessment. In: Tong, V. (eds) Geoscience Research and Education. Innovations in Science Education and Technology, vol 20. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-6946-5_20
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