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Articles

Applying cognitive load theory to the redesign of a conventional database systems course

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Pages 68-87 | Received 13 Jul 2015, Accepted 16 Feb 2016, Published online: 22 Mar 2016

References

  • Catrambone, R. (1998). The subgoal learning model: Creating better examples so that students can solve novel problems. Journal of Experimental Psychology: General, 127, 355–376. doi:10.1037/0096-3445.127.4.355 10.1037/0096-3445.127.4.355
  • Chandler, P., & Sweller, J. (1991). Cognitive load theory and the format of instruction. Cognition and Instruction, 8, 293–332. doi:10.1207/s1532690xci0804_2 10.1207/s1532690xci0804_2
  • Chandler, P., & Sweller, J. (1996). Cognitive load while learning to use a computer program. Applied Cognitive Psychology, 10, 151–170. doi:10.1002/(SICI)1099-0720(199604)10:2<151::AID-ACP380>3.0.CO;2-U 10.1002/(ISSN)1099-0720
  • Connolly, T., & Begg, C. (2006). A constructivist-based approach to teaching database analysis and design. Journal of Information Systems Education, 17, 43–53.
  • Cooper, G. (1998). Research into cognitive load theory and instructional design at UNSW [informational]. Retrieved October 12, 2000, from http://dwb4.unl.edu/Diss/Cooper/UNSW.htm
  • Cooper, G., & Sweller, J. (1987). Effects of schema acquisition and rule automation on mathematical problem-solving transfer. Journal of Educational Psychology, 79, 347–362. doi:10.1037/0022-0663.79.4.347 10.1037/0022-0663.79.4.347
  • Cowan, N. (2001). The magical number 4 in short-term memory: A reconsideration of mental storage capacity. Behavioral and Brain Sciences, 24, 87–114; discussion 114–185.10.1017/S0140525X01003922
  • Gray, S., Clair, C.S., James, R., & Mead, J. (2007). Suggestions for graduated exposure to programming concepts using fading worked examples. Proceedings of the third international workshop on computing education research (pp. 99–110). Atlanta, GA: ACM Press. doi:10.1145/1288580.1288594 10.1145/1288580.1288594
  • Impelluso, T. J. (2009). Assessing cognitive load theory to improve student learning for mechanical engineers. American Journal of Distance Education, 23, 179–193. doi:10.1080/08923640903294569 10.1080/08923640903294569
  • Kotovsky, K., Hayes, J. R., & Simon, H. A. (1985). Why are some problems hard? Evidence from tower of Hanoi. Cognitive Psychology, 17, 248–294. doi:10.1016/0010-0285(85)90009-X 10.1016/0010-0285(85)90009-X
  • Leahy, W., Chandler, P., & Sweller, J. (2003). When auditory presentations should and should not be a component of multimedia instruction. Applied Cognitive Psychology, 17, 401–418. doi:10.1002/acp.877 10.1002/(ISSN)1099-0720
  • Margulieux, L. E., Guzdial, M., & Catrambone, R. (2012). Subgoal-labeled instructional material improves performance and transfer in learning to develop mobile applications. ICER ‘12 Proceedings of the ninth annual international conference on International computing education research (pp. 71–78). Auckland: ACM Press. doi:10.1145/2361276.2361291 10.1145/2361276.2361291
  • Mason, R. (2013). Designing introductory programming courses – The role of cognitive load ( PhD thesis). Coffs Harbour: Southern Cross University. Retrieved from https://www.researchgate.net/publication/236960689_Designing_Introductory_Programming_Courses_-_the_role_of_Cognitive_Load
  • Mayer, R. E., & Anderson, R. B. (1991). Animations need narrations: An experimental test of a dual-coding hypothesis. Journal of Educational Psychology, 83, 484–490. doi:10.1037/0022-0663.83.4.484 10.1037/0022-0663.83.4.484
  • Mayer, R. E., & Chandler, P. (2001). When learning is just a click away: Does simple user interaction foster deeper understanding of multimedia messages? Journal of Educational Psychology, 93, 390–397. doi:10.1037/0022-0663.93.2.390 10.1037/0022-0663.93.2.390
  • McLaren, B. M., & Isotani, S. (2011). When is it best to learn with all worked examples? In G. Biswas, S. Bull, J. Kay, & A. Mitrovic (Eds.), Artificial intelligence in education (Vol. 6738, pp. 222–229). Springer-Verlag Heidelberg. Retrieved from http://dl.acm.org/citation.cfm?id=2026506.2026538&coll=DL&dl=GUIDE&CFID=133949218&CFTOKEN=17527474
  • Miller, G. (1956). The magical number seven, plus or minus two: Some limits on our capacity for processing information. Psychological Review, 63, 81–97. doi:10.1037/h0043158 10.1037/h0043158
  • Moreno, R., Reisslein, M., & Delgoda, G. (2006). Toward a fundamental understanding of worked example instruction: Impact of means-ends practice, backward/forward fading, and adaptivity. In Proceedings of the 36th annual frontiers in education conference (pp. 5–10). San Diego, CA: IEEE. doi:10.1109/FIE.2006.322285
  • Paas, F., Renkl, A., & Sweller, J. (2004). Cognitive load theory: Instructional implications of the interaction between information structures and cognitive architecture. Instructional Science, 32(1–2), 1–8. doi:10.1023/B:TRUC.0000021806.17516.d0 10.1023/B:TRUC.0000021806.17516.d0
  • Peterson, L., & Peterson, M. J. (1959). Short-term retention of individual verbal items. Journal of Experimental Psychology, 58, 193–198. doi:10.1037/h0049234 10.1037/h0049234
  • phpMyAdmin contributors. (2013). PhpMyAdmin: Bringing MySQL to the Web. Retrieved November 6, 2013, from http://www.phpmyadmin.net/home_page/about.php
  • Renkl, A., Atkinson, R. K., & Große, C. S. (2004). How fading worked solution steps works – A cognitive load perspective. Instructional Science, 32, 59–82. doi:10.1023/B:TRUC.0000021815.74806.f6 10.1023/B:TRUC.0000021815.74806.f6
  • Robbert, M. A., & Ricardo, C. M. (2003). Trends in the evolution of the database curriculum. ITiCSE ‘03 Proceedings of the 8th annual conference on innovation and technology in computer science education (pp. 139–143). Thessaloniki: ACM Press. doi:10.1145/961511.961551 10.1145/961511.961551
  • Schnotz, W., & Kürschner, C. (2007). A reconsideration of cognitive load theory. Educational Psychology Review, 19, 469–508. doi:10.1007/s10648-007-9053-4 10.1007/s10648-007-9053-4
  • Schwonke, R., Renkl, A., Krieg, C., Wittwer, J., Aleven, V., & Salden, R. (2009). The worked-example effect: Not an artefact of lousy control conditions. Computers in Human Behavior, 25, 258–266. doi:10.1016/j.chb.2008.12.011 10.1016/j.chb.2008.12.011
  • Shiffrin, R., & Schneider, W. (1977). Controlled and automatic human information processing II. Perceptual learning, automatic attending and a general theory. Psychological Review, 84, 127–190. doi:10.1037/0033-295X.84.2.127 10.1037/0033-295X.84.2.127
  • Simon, H. A., & Gilmartin, K. (1973). A simulation of memory for chess positions. Cognitive Psychology, 5, 29–46. doi:10.1016/0010-0285(73)90024-8 10.1016/0010-0285(73)90024-8
  • Sweller, J. (1988). Cognitive load during problem solving: Effects on learning. Cognitive Science, 12, 257–285. doi:10.1207/s15516709cog1202_4 10.1207/s15516709cog1202_4
  • Sweller, J. (1994). Cognitive load theory, learning difficulty, and instructional design. Learning and Instruction, 4, 295–312. doi:10.1016/0959-4752(94)90003-5 10.1016/0959-4752(94)90003-5
  • Sweller, J. (1999). Instructional design in technical areas (1st ed., Vol. 1). Camberwell: The Australian Council for Educational Research Ltd.
  • Sweller, J. (2010). Element interactivity and intrinsic, extraneous, and germane cognitive load. Educational Psychology Review, 22, 123–138. doi:10.1007/s10648-010-9128-5 10.1007/s10648-010-9128-5
  • Sweller, J., & Cooper, G. (1985). The use of worked examples as a substitute for problem solving in learning algebra. Cognition and Instruction, 2, 59–89. doi:10.1207/s1532690xci0201_3 10.1207/s1532690xci0201_3
  • Zhu, X., & Simon, H. A. (1987). Learning mathematics from examples and by doing. Cognition and Instruction, 4, 137–166. doi:10.1207/s1532690xci0403_1 10.1207/s1532690xci0403_1

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