Abstract
Statistics teaching in higher education has a number of challenges. An adaptive training, tracking and teaching tool in a gaming environment aims to address problems inherent in statistics teaching. This paper discusses the implementation of this tool in a large first year university programme and considers its uses and effects. It finds that such a tool has students practice with statistics problems frequently and that success rate of the statistics course may increase.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Blackwell, L.S., Trzesniewski, K.H., Dweck, C.S.: Implicit Theories of Intelligence Predict Achievement Across an Adolescent Transition: A Longitudinal Study and an Intervention. Child Development 78(1), 246–263 (2007), doi:10.1111/j.1467-8624.2007.00995.x
Dutilh, G., Wagenmakers, E.-J., Visser, I., Van der Maas, H.L.J.: A Phase Transition Model for the Speed-Accuracy Trade-Off in Response Time Experiments. Cognitive Science 35(2), 211–250 (2011), doi:10.1111/j.1551-6709.2010.01147.x
Dweck, C.S.: Mindsets and Math/Science Achievement. Carnegie Corporation of New York, Institute for Advanced Study, Commission on Mathematics and Science Education, New York (2008), http://www.growthmindsetmaths.com/uploads/2/3/7/7/23776169/mindset_and_math_science_achievement_-_nov_2013.pdf (retrieved March 23, 2014)
Garfield, J.: How Students Learn Statistics. International Statistical Review 63(1), 25–34 (1995), doi:10.2307/1403775
Glynn, S.M., Aultman, L.P., Owens, A.M.: Motivation to Learn in General Education Programs. The Journal of General Education 52(2), 150–170 (2005), doi:10.1353/jge.2005.0021
Karpicke, J.D., Blunt, J.R.: Retrieval Practice Produces More Learning than Elaborative Studying with Concept Mapping. Science 331(6018), 772–775 (2011), doi:10.1126/science.1199327
Klinkenberg, S., Straatemeier, M., Van der Maas, H.L.J.: Computer Adaptive Practice of Maths Ability Using a New Item Response Model for on the Fly Ability and Difficulty Estimation. Computers and Education 58(2), 1813–1824 (2011), doi:10.1016/j.compedu.2011.02.003
Zimmerman, B.J.: Self-Efficacy: An Essential Motive to Learn. Contemporary Educational Psychology 25(1), 82–91 (2000), doi:10.1006/ceps.1999.1016
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer International Publishing Switzerland
About this paper
Cite this paper
Groeneveld, C.M. (2014). Implementation of an Adaptive Training and Tracking Game in Statistics Teaching. In: Kalz, M., Ras, E. (eds) Computer Assisted Assessment. Research into E-Assessment. CAA 2014. Communications in Computer and Information Science, vol 439. Springer, Cham. https://doi.org/10.1007/978-3-319-08657-6_5
Download citation
DOI: https://doi.org/10.1007/978-3-319-08657-6_5
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-08656-9
Online ISBN: 978-3-319-08657-6
eBook Packages: Computer ScienceComputer Science (R0)