Abstract
Cognitive scientists and assessment developers have long been concerned with creating comprehensive, authentic measures–especially which elicit evidence of proficiency on one or more constructs under conditions of focus and engagement of test takers reflecting their true performance level. This challenge is particularly arduous for complex constructs, including 21st century skills, that can be highly contextualized and involve the interplay of multiple skills. The current work describes the recent development and evaluation of a game-based assessment on argumentation skills, called Mars Generation One (MGO). Our results show that the in-game process data can substantially improve the measurement of argumentation compared to non-interactive multiple-choice tests. Lastly, students’ show high levels of engagement and improve their argumentation skills during gameplay.
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References
Bennett, R.E.: Cognitively Based Assessment of, for, and as Learning (CBAL): A Preliminary Theory of Action for Summative and Formative Assessment. Measurement: Interdisciplinary Research & Perspectives 8(2–3), 70–91 (2010)
Leighton, J.P., Gierl, M.J.: The learning sciences in educational assessment: The role of cognitive models. Cambridge University Press (2011)
Salen, K., Zimmerman, E.: Rules of Play: Game Design Fundamentals. The MIT Press, Cambridge (2003)
Klopfer, E., Osterweil, S., Salen, K.: Moving Learning Games Forward: Obstacles, Opportunities & Openness (2009). http://education.mit.edu/papers/MovingLearningGamesForward_EdArcade.pdf. (retrieved July 14 2012)
Mislevy, R.J., Oranje, A., Bauer, M., von Davier, A., Gao, J., Corrigan, S., Hoffman, E., DiCerbo, K., John, M.: Psychometric Considerations for Game Based Assessment. Institute of Play, New York (2014)
Mislevy, R.J., Behrens, J.T., DiCerbo, K.E., Frezzo, D.C., West, P.: Three things game designers need to know about assessment. In: Ifenthaler, D., Eseryel, D., Ge, X. (eds.) Assessment in Game-Based Learning: Foundations, Innovations, and Perspectives, pp. 59–81. Springer, New York (2012)
Hoffman, E., John, M., Makany, T.: How Do Game Design Frameworks Align With Learning and Assessment Design Frameworks? Paper presented at the annual meeting for the National Council for Measurement in Education, Philadelphia, PA (2014)
Song, Y., Deane, P., Graf, E.A., van Rijn, P.: Using argumentation learning progressions to support teaching and assessments of English language arts. R&D Connections, no. 22 (2013). http://www.ets.org/Media/Research/pdf/RD_Connections_22.pdf
Toulmin, S.E.: The Uses of Argument. Cambridge University Press, Cambridge (1958)
Sundre, D.L., Moore, D.L.: The Student Opinion Scale: A measure of examinee motivation. Assessment Update 14, 8–9 (2002)
DeMars, C.E., Bashkov, B.M., Socha, A.B.: The role of gender in test-taking motivation under low-stakes conditions. Research and Practice in Assessment 8, 69–82 (2003)
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Bertling, M., Jackson, G.T., Oranje, A., Owen, V.E. (2015). Measuring Argumentation Skills with Game-Based Assessments: Evidence for Incremental Validity and Learning. In: Conati, C., Heffernan, N., Mitrovic, A., Verdejo, M. (eds) Artificial Intelligence in Education. AIED 2015. Lecture Notes in Computer Science(), vol 9112. Springer, Cham. https://doi.org/10.1007/978-3-319-19773-9_58
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DOI: https://doi.org/10.1007/978-3-319-19773-9_58
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