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Articles

Example-based learning: Effects of different types of examples on student performance, cognitive load and self-efficacy in a statistical learning task

Pages 283-294 | Received 02 Jun 2015, Accepted 10 Oct 2015, Published online: 28 Jan 2016

References

  • Adams, D. M., McLaren, B. M., Durkin, K., Mayer, R. E., Rittle-Johnson, B., Isotani, S., & van Velsen, M. (2014). Using erroneous examples to improve mathematics learning with a web-based tutoring system. Computers in Human Behavior, 36, 401–411. doi:10.1016/j.chb.2014.03.053
  • Alcock, L. (2010). Mathematicians’ perspectives on the teaching and learning of proof. In F. Hitt, D. Holton, & P. Thompson (Eds.), Research in collegiate mathematics education (pp. 63–92). Washington, D.C.: American Mathematical Society, Providence, Rhode Island, in cooperation with the Mathematical Association of America.
  • Alcock, L., & Weber, K. (2010). Undergraduates’ example use in proof construction: Purposes and effectiveness. Investigations in Mathematics Learning, 3(1), 1–22. Retrieved from https://dspace.lboro.ac.uk/dspace-jspui/handle/2134/9087
  • Bandura, A. (1977). Self-efficacy: Toward a unifying theory of behavioral change. Psychological Review, 84(2), 191–215. doi:10.1037/0033-295X.84.2.191
  • Bandura, A. (1997). Self-efficacy: The exercise of control. New York, NY: Freeman.
  • Bandura, A. (2006). Guide for constructing self-efficacy scales. In F. Pajares & T. Urdan (Eds.), Self-efficacy beliefs of adolescents (pp. 307–337). Greenwich, CT: Information Age.
  • Boekhout, P., Van Gog, T., Van de Wiel, M. W. J., Gerards-Last, D., & Geraets, J. (2010). Example-based learning: Effects of model expertise in relation to student expertise. The British Journal of Educational Psychology, 80, 557–566. doi:10.1348/000709910X497130
  • Booth, J. L., Lange, K. E., Koedinger, K. R., & Newton, K. J. (2013). Using example problems to improve student learning in algebra: Differentiating between correct and incorrect examples. Learning and Instruction, 25, 24–34. doi:10.1016/j.learninstruc.2012.11.002
  • Braaksma, M. A. H., Rijlaarsdam, G., & Van den Bergh, H. (2002). Observational learning and the effects of model-observer similarity. Journal of Educational Psychology, 94(2), 405–415. doi:10.1037/0022-0663.94.2.405
  • Carroll, W. M. (1994). Using worked examples as an instructional support in the algebra classroom. Journal of Educational Psychology, 86(3), 360–367. doi:10.1037/0022-0663.86.3.360
  • Cumming, J., & Ramsey, R. (2011). Investigating the effect of model type and practice format on performance expectations and actual physical performance. International Journal of Sport and Exercise Psychology, 9(3), 267–283. doi:10.1080/1612197X.2011.614852
  • Cohen, J. (1988). Statistical power analysis for the behavioral sciences. Hillsdale, NJ: Erlbaum.
  • Durkin, K., & Rittle-Johnson, B. (2012). The effectiveness of using incorrect examples to support learning about decimal magnitude. Learning and Instruction, 22(3), 206–214. doi:10.1016/j.learninstruc.2011.11.001
  • GroBe, C., & Renkl, A. (2007). Finding and fixing errors in worked examples: Can this foster learning outcomes? Learning and Instruction, 17(6), 612–634. doi:10.1016/j.learninstruc.2007.09.008
  • Isotani, S., Adams, D., Mayer, R. E., Durkin, K., Rittle-Johnson, B., & McLaren, B. M. (2011). Can erroneous examples help middle-school students learn decimals? Full paper presentation at the sixth European conference on technology enhanced learning: Towards ubiquitous learning (EC-TEL-2011), Palermo, Italy.
  • Kopp, V., Stark, R., & Fischer, M. R. (2008). Fostering diagnostic knowledge through computer-supported, case-based worked examples: Effects of erroneous examples and feedback. Medical Education, 42(8), 823–829. doi:10.1111/j.1365-2923.2008.03122.x
  • Leppink, J., Paas, F., Van Gog, T., Van der Vleuten, C. P. M., & Van Merriënboer, J. J. G. (2014). Effects of pairs of problems and examples on task performance and different types of cognitive load. Learning and Instruction, 30, 32–42. doi:10.1016/j.learninstruc.2013.12.001
  • Lirgg, C. D., & Feltz, D. L. (1991). Teacher versus peer models revisited: Effects on motor performance and self-efficacy. Research Quarterly for Exercise and Sport, 62(2), 217–224. doi:10.1080/02701367.1991.10608713
  • Mathan, S. A., & Koedinger, K. R. (2002). An empirical assessment of comprehension fostering features in an intelligent tutoring system. In S. A. Cerri, G. Gouardères, & F. Paraguaçu (Eds.), Proceedings of the 6th international conference on intelligent tutoring systems (pp. 330–343). Berlin: Springer-Verlag.
  • Olina, Z., Reiser, R., Huang, X., Kim, H., Lee, H., Lim, J., … Son, C. (2006). Strategies for maximizing learning from worked examples to facilitate acquisition of comma rules. Paper presented as part of a symposium on worked examples research at 2006 AERA annual meeting, San Francisco, CA.
  • Paas, F., Van Merriënboer, J. J. G., & Adams, J. J. (1994). Measurement of cognitive load in instructional research. Perceptual and Motor Skills, 79, 419–430. doi:10.2466/pms.1994.79.1.419
  • Pajares, F., Hartley, J., & Valiante, G. (2001). Response format in writing self-efficacy assessment: Greater discrimination increases prediction. Measurement and Evaluation in Counseling and Development, 33, 214–221.
  • Renkl, A. (2014). Toward an instructionally oriented theory of example-based learning. Cognitive Science, 38(1), 1–37. doi:10.1111/cogs.12086
  • Richland, L. E., Kornell, N., & Kao, L. S. (2009). The pretesting effect: Do unsuccessful retrieval attempts enhance learning? Journal of Experimental Psychology: Applied, 15(3), 243–257. doi:10.1037/a0016496
  • Schunk, D. H., & Hanson, A. R. (1985). Peer models: Influence on children's self-efficacy and achievement. Journal of Educational Psychology, 77, 313–322. doi:10.1037/0022-0663.77.3.313
  • Schunk, D. H., & Hanson, A. R. (1989). Self-modeling and children's cognitive skill learning. Journal of Educational Psychology, 81(2), 155–163. doi:10.1037/0022-0663.81.2.155
  • Schunk, D. H., Hanson, A. R., & Cox, P. D. (1987). Peer-model attributes and children's achievement behaviors. Journal of Educational Psychology, 79, 54–61. doi:10.1037/0022-0663.79.1.54
  • Stark, R., Kopp, V., & Fischer, M. R. (2011). Case-based learning with worked examples in complex domains: Two experimental studies in undergraduate medical education. Learning and Instruction, 21(1), 22–33. doi:10.1016/j.learninstruc.2009.10.001
  • Sweller, J. (1988). Cognitive load during problem solving: Effects on learning. Cognitive Science, 12, 257–285. doi:10.1207/s15516709cog1202_4
  • Sweller, J. (1994). Cognitive load theory, learning difficulty, and instructional design. Learning and Instruction, 4(4), 295–312. doi:10.1016/0959-4752(94)90003-5
  • Sweller, J., Chandler, P., Tierney, P., & Cooper, M. (1990). Cognitive load as a factor in the structuring of technical material. Journal of Experimental Psychology: General, 119(2), 176–192. doi:10.1037/0096-3445.119.2.176
  • Sweller, J., & Cooper, G. A. (1985). The use of worked examples as a substitute for problem solving in learning algebra. Cognition and Instruction, 2(1), 59–89. doi:10.1207/s1532690xci0201_3
  • Van Gerven, P. W. M., Paas, F., Van Merriënboer, J. J. G., & Schmidt, H. G. (2002). Cognitive load theory and aging: Effects of worked examples on training efficiency. Learning and Instruction, 12, 87–105. doi:10.1016/S0959-4752(01)00017-2
  • Van Gog, T., Kirschner, F., Kester, L., & Paas, F. (2012). Timing and frequency of mental effort measurement: Evidence in favour of repeated measures. Applied Cognitive Psychology, 26(6), 833–839. doi:10.1002/acp.2883
  • Van Gog, T., Paas, F., & Sweller, J. (2010). Cognitive load theory: Advances in research on worked examples, animations, and cognitive load measurement. Educational Psychology Review, 22, 375–378. doi:10.1007/s10648-010-9145-4
  • Van Gog, T., Paas, F., & Van Merriënboer, J. J. G. (2004). Process-oriented worked examples: Improving transfer performance through enhanced understanding. Instructional Science, 32, 83–98. doi:10.1023/B:TRUC.0000021810.70784.b0
  • Van Gog, T., & Rummel, N. (2010). Example-based learning: Integrating cognitive and social-cognitive research perspectives. Educational Psychology Review, 22(2), 155–174. doi:10.1007/s10648-010-9134-7

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