Abstract
According to the expertise reversal effect described in Chapter 12, instructional designs and techniques that are relatively effective for novice learners can lose their effectiveness and even have negative consequences with increasing levels of expertise. As a result, instructional methods including the amount of instructional guidance provided to learners should be dynamically tailored to changing levels of learner expertise in a particular area or domain.
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References
Anderson, J. R., Corbett, A. T., Koedinger, K. R., & Pelletier, R. (1995). Cognitive tutors: Lessons learned. Journal of the Learning Sciences, 4, 167–207.
Atkinson, R. K., Derry, S. J., Renkl, A., & Wortham, D. (2000). Learning from examples: Instructional principles from the worked examples research. Review of Educational Research, 70, 181–214.
Ayres, P., & Sweller, J. (1990). Locus of difficulty in multistage mathematics problems. The American Journal of Psychology, 103, 167–193.
Camp, G., Paas, F., Rikers, R., & van Merriënboer, J. (2001). Dynamic problem selection in air traffic control training: A comparison between performance, mental effort and mental efficacy. Computers in Human Behavior, 17, 575–595.
Hoffman, B., & Schraw, G. (2010). Conceptions of efficiency: Applications in learning and problem solving. Educational Psychologist, 45, 1–14.
Kalyuga, S. (2006a). Assessment of learners’ organised knowledge structures in adaptive learning environments. Applied Cognitive Psychology, 20, 333–342.
Kalyuga, S. (2006b). Rapid assessment of learners’ proficiency: A cognitive load approach. Educational Psychology, 26, 735–749.
Kalyuga, S. (2008b). When less is more in cognitive diagnosis: A rapid online method for diagnosing learner task-specific expertise. Journal of Educational Psychology, 100, 603–612.
Kalyuga, S., & Sweller, J. (2004). Measuring knowledge to optimize cognitive load factors during instruction. Journal of Educational Psychology, 96, 558–568.
Kalyuga, S., & Sweller, J. (2005). Rapid dynamic assessment of expertise to improve the efficiency of adaptive e-learning. Educational Technology Research and Development, 53, 83–93.
Kester, L., & Kirschner, P. A. (2009). Effects of fading support on hypertext navigation and performance in student-centered e-learning environments. Interactive Learning Environments, 17, 165–179.
Nückles, M., Hübner, S., Dümer, S., & Renkl, A. (2010). Expertise reversal effects in writing-to-learn. Instructional Science, 38, 237–258.
Paas, F., Tuovinen, J. E., Tabbers, H., & van Gerven, P. W. M. (2003). Cognitive load measurement as a means to advance cognitive load theory. Educational Psychologist, 38, 63–71.
Paas, F. G. W. C., & van Merriënboer, J. J. G. (1993). The efficiency of instructional conditions: An approach to combine mental effort and performance measures. Human Factors, 35, 737–743.
Reisslein, J. (2005). Learner achievement and attitudes under varying paces of transitioning to independent problem solving. Unpublished dissertation presented in partial fulfillment of the requirements for the degree Doctor of Philosophy, Arizona State University, Tempe, Arizona.
Renkl, A. (1997). Learning from worked-out examples: A study on individual differences. Cognitive Science, 21, 1–29.
Renkl, A., & Atkinson, R. K. (2001, August). The effects of gradually increasing problem-solving demands in cognitive skill acquisition. Paper presented at the 9th European Conference for Research on Learning and Instruction, Fribourg, Switzerland.
Renkl, A., & Atkinson, R. K. (2003). Structuring the transition from example study to problem solving in cognitive skill acquisition: A cognitive load perspective. Educational Psychologist, 38, 15–22.
Renkl, A., Atkinson, R. K., & Groβe, C. S. (2004). How fading worked solution steps works – A cognitive load perspective. Instructional Science, 32, 59–82.
Renkl, A., Atkinson, R. K., & Maier, U. H. (2000). From studying examples to solving problems: Fading worked-out solution steps helps learning. In L. Gleitman & A. K. Joshi (Eds.), Proceedings of the 22nd Annual conference of the Cognitive Science Society (pp. 393–398). Mahwa: Lawrence Erlbaum.
Renkl, A., Atkinson, R. K., Maier, U. H., & Staley, R. (2002). From example study to problem solving: Smooth transitions help learning. Journal of Experimental Education, 70, 293–315.
Renkl, A., Schwonke, R., Wittwer, J., Krieg, C., Aleven, V., & Salden, R. (2007, March). Worked-out examples in an intelligent tutoring system: Do they further improve learning? Paper presented at the International Cognitive Load Theory Conference, Sydney, Australia.
Salden, R. J. C. M., Aleven, V., Schwonke, R., & Renkl, A. (2010). The expertise reversal effect and worked examples in tutored problem solving. Instructional Science, 38, 289–307.
Salden, R. J. C. M., Paas, F., Broers, N. J., & van Merriënboer, J. J. G. (2004). Mental effort and performance as determinants for the dynamic selection of learning tasks in air traffic control training. Instructional Science, 32, 153–172.
Salden, R. J. C. M., Paas, F., & van Merriënboer, J. J. G. (2006a). A comparison of approaches to learning task selection in the training of complex cognitive skills. Computers in Human Behavior, 22, 321–333.
Van Merriënboer, J. J. G. (1990). Strategies for programming instruction in high school: Program completion vs. program generation. Journal of Educational Computing Research, 6, 65–285.
Van Merriënboer, J. J. G., Kirschner, P. A., & Kester, L. (2003). Taking the load off a learner’s mind: Instructional design for complex learning. Educational Psychologist, 38, 5–13.
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Sweller, J., Ayres, P., Kalyuga, S. (2011). The Guidance Fading Effect. In: Cognitive Load Theory. Explorations in the Learning Sciences, Instructional Systems and Performance Technologies, vol 1. Springer, New York, NY. https://doi.org/10.1007/978-1-4419-8126-4_13
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