Research Article
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Year 2017, Volume: 18 Issue: 4, 142 - 159, 01.10.2017
https://doi.org/10.17718/tojde.340405

Abstract

References

  • Abeysekera, L., & Dawson, P. (2015). Motivation and cognitive load in the flipped classroom: definition, rationale and a call for research. Higher Education Research & Development, 34(1), 1 – 14. Asraj, A.A., Freeman, M., & Chandler, P.A. (2011). Considering cognitive load theory within e-Learning environments. PACIS 2011 Proceedings Queensland University of Technology, 1 – 13. Catrambone, R. (1998). The subgoal learning model: creating better examples so that students can solve novel problems. Journal of Experimental Psychology: General, 127(4), 355 - 376. Chi, M.T.H., Bassok, M., Lewis, M.W., Reimann, P., & Glaser, R. (1989). Self-explanations: how students study and use examples in learning to solve problems. Cognitive Science, 13(1), 145 – 182. Choi, H.H., van Merrienboer, J.J.G., & Paas, F. (2014). Effects of the physical environment on cognitive load learning: Towards a new model of cognitive load. Educational Psychology Review. 26, 225 – 244. Chu, H.C. (2014). Potential negative effects of mobile learning on students’ learning achievement and cognitive load – A format assessment perspective. Educational Technology & Society, 17(1), 332 – 344. Cooper, G. (1990). Cognitive load theory as an aid for instructional design. The Australian Journal of Educational Technology, 6(2), 108-113. Cooper, G., & Sweller, J. (1987). Effects of schema acquisition and rule automation on mathematical problem-solving transfer. Journal of Educational Psychology, 79(4), 347 – 362. de Jong, T. (2010). Cognitive load theory, educational research, and instructional design: some food for thought. Instructional Science, 38(2), 105-134. Holmberg, B. (1983). Guided didactic conversation in distance education. In D. Sewart, D. Keegan, and B. Holmberg (Eds.), Distance Education: International Perspectives (p. 115). London: Croom Helm. 158 Larkin, J., McDermott, J., Simon, D., & Simon, H. (1980). Models of competence in solving physics problems. Cognitive Science, 4(4), 317-348. LeFevre, J.A., & Dixon, P. (1986). Do written instructions need examples? Cognition and Instruction, 3(1), 1-30. Leppink, J., Paas, F., van Gog, T., van der Vleuten, C.P.M., van Merrienboer, 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. Margulieux, L.E., & Catrambone, R. (2016). Improving problem solving with subgoal labels in expository text and worked examples. Learning and Instruction, 42, 58-71. Mayer, R.E., & Moreno, R. (1998). A split-attention effect in multimedia learning: Evidence for dual processing systems in working memory. Journal of Educational Psychology, 90(2), 312-320. Miller, G.A. (1956). The magical number seven, plus or minus two: some limits on our capacity for processing information. Psychological Review, 63(2), 81-97. Moreno, R. (2006). When worked examples don’t work: Is cognitive load theory at an Impasse? Learning and Instruction, 16(2), 170-181. Mwangi, W., & Sweller, J. (1998). Learning to solve compare word problems: The effect of example format and generating self-explanations. Cognition and Instruction, 16(2), 173- 99. Paas, F.G.W.C, & van Merrienboer, J.J.G. (1994). Variability of worked examples and transfer of geometrical problem-solving skills: A cognitive load approach. Journal Educational Psychology, 86(1), 122-133. Paas, F., Renkl, A., & Sweller, J. (2003). Cognitive load theory and instructional design: Recent developments. Educational Psychologist, 38(1), 1-4. Paas, F., Renkl, A., & Sweller, J. (2004). Cognitive load theory: Instructional implications of the interaction between information structures and cognitive architecture. Instruction Science, 32(2), 1-8. Renkl, A. (2002). Worked-out examples: instructional explanations support learning by self-explanations. Learning and Instruction, 12(5), 529-556 Renkl, A., & Atkinson, R.K. (2002). Learning from examples: Fostering self-explanations in computer-based learning environments. InteractiveLearning Environment, 10(2), 105-119. 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(1), 15-22. Rice, J. (1982). Spouse support: Couples in educational transition. Lifelong Learning: The Adult Years, 6(1), 4 – 6. Rosenshine, B.V., & Meister, C. (1992). The use of scaffolds for teaching less structured cognitive tasks. Educational Leadership, 49(7), 26-33. Salden, R.J.C.M., Koedinger, K.R., Renkl, A., Aleven, V., & McLaren, B.M. (2010). Accounting for beneficial effects of worked examples in tutored problem solving. Educational Psychology Review, 22, 379-392. Stoica, D., Paragina, F., Paragina, S., Miron, C.,& Jipa, A. (2011). The interactive whiteboard and the instructional design in teaching physics. Procedia Social and Behavioral Sciences, 15, 3316-3321. Sweller, J. (1988). Cognitive load during problem solving: Effects on learning. Cognitive Science, 12(2), 257-285. 159 Sweller, J. (1994). Cognitive load theory, learning difficulty, and instructional design. Learning and Instruction, 4(4), 295-312. Sweller, J. (2006). The worked example and human cognition. Learning and Instruction, 16(2), 165-169. Sweller, J. (2010). Element interactivity and intrinsic, extraneous and germane cognitive load. Educational Psychology Review, 22(2), 123-128. Sweller, J. (2012). Human cognitive architecture: Why some instructional procedures work and others do not. In K. Harris, S. Graham, & T.Urdan (Eds.) APA Educational Psychology Handbook, Vol. 1 (pp. 295-325). Washington, D.C.: American Psychological Association. 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. Sweller, J., van Merrienboer, J.J.G., & Paas. F,G.W.C. (1998). Cognitive architecture and instructional design. Educational Psychology Review, 10(3), 251-296. VanLehn, K. (1996). Cognitive skill acquisition. Annual Review of Psychology, 47,513-539. van Merrienboer, 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(1), 5-13. Wong, A., Leahy, W., Marcus, N., & Sweller, J. (2012). Cognitive load theory, the transient information effect and e-learning. Learning and Instruction, 22(6), 449-457. Zhu, X, & Simon, H. (1987). Learning mathematics from examples and by doing. Cognition and Instruction, 4(3), 137-166.

Cognitive Load Theory and the Use of Worked Examples as an Instructional Strategy in Physics for Distance Learners: A Preliminary Study

Year 2017, Volume: 18 Issue: 4, 142 - 159, 01.10.2017
https://doi.org/10.17718/tojde.340405

Abstract

This article revisits the cognitive load theory to explore the use of worked examples to teach a selected topic in a higher level undergraduate physics course for distance learners at the School of Distance Education, Universiti Sains Malaysia. With a break of several years from receiving formal education and having only minimum science background, distance learners need an appropriate instructional strategy for courses that require complex conceptualization and mathematical manipulations. As the working memory is limited, distance learners need to acquire domain specific knowledge in stages to lessen cognitive load. This article charts a learning task with a lower cognitive load to teach Fermi-Dirac distribution and demonstrates the use of sequential worked examples. Content taught in stages using worked examples can be presented as a form of didactic conversation to reduce transactional distance. This instructional strategy can be applied to similar challenging topics in other well-structured domains in a distance learning environment.

References

  • Abeysekera, L., & Dawson, P. (2015). Motivation and cognitive load in the flipped classroom: definition, rationale and a call for research. Higher Education Research & Development, 34(1), 1 – 14. Asraj, A.A., Freeman, M., & Chandler, P.A. (2011). Considering cognitive load theory within e-Learning environments. PACIS 2011 Proceedings Queensland University of Technology, 1 – 13. Catrambone, R. (1998). The subgoal learning model: creating better examples so that students can solve novel problems. Journal of Experimental Psychology: General, 127(4), 355 - 376. Chi, M.T.H., Bassok, M., Lewis, M.W., Reimann, P., & Glaser, R. (1989). Self-explanations: how students study and use examples in learning to solve problems. Cognitive Science, 13(1), 145 – 182. Choi, H.H., van Merrienboer, J.J.G., & Paas, F. (2014). Effects of the physical environment on cognitive load learning: Towards a new model of cognitive load. Educational Psychology Review. 26, 225 – 244. Chu, H.C. (2014). Potential negative effects of mobile learning on students’ learning achievement and cognitive load – A format assessment perspective. Educational Technology & Society, 17(1), 332 – 344. Cooper, G. (1990). Cognitive load theory as an aid for instructional design. The Australian Journal of Educational Technology, 6(2), 108-113. Cooper, G., & Sweller, J. (1987). Effects of schema acquisition and rule automation on mathematical problem-solving transfer. Journal of Educational Psychology, 79(4), 347 – 362. de Jong, T. (2010). Cognitive load theory, educational research, and instructional design: some food for thought. Instructional Science, 38(2), 105-134. Holmberg, B. (1983). Guided didactic conversation in distance education. In D. Sewart, D. Keegan, and B. Holmberg (Eds.), Distance Education: International Perspectives (p. 115). London: Croom Helm. 158 Larkin, J., McDermott, J., Simon, D., & Simon, H. (1980). Models of competence in solving physics problems. Cognitive Science, 4(4), 317-348. LeFevre, J.A., & Dixon, P. (1986). Do written instructions need examples? Cognition and Instruction, 3(1), 1-30. Leppink, J., Paas, F., van Gog, T., van der Vleuten, C.P.M., van Merrienboer, 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. Margulieux, L.E., & Catrambone, R. (2016). Improving problem solving with subgoal labels in expository text and worked examples. Learning and Instruction, 42, 58-71. Mayer, R.E., & Moreno, R. (1998). A split-attention effect in multimedia learning: Evidence for dual processing systems in working memory. Journal of Educational Psychology, 90(2), 312-320. Miller, G.A. (1956). The magical number seven, plus or minus two: some limits on our capacity for processing information. Psychological Review, 63(2), 81-97. Moreno, R. (2006). When worked examples don’t work: Is cognitive load theory at an Impasse? Learning and Instruction, 16(2), 170-181. Mwangi, W., & Sweller, J. (1998). Learning to solve compare word problems: The effect of example format and generating self-explanations. Cognition and Instruction, 16(2), 173- 99. Paas, F.G.W.C, & van Merrienboer, J.J.G. (1994). Variability of worked examples and transfer of geometrical problem-solving skills: A cognitive load approach. Journal Educational Psychology, 86(1), 122-133. Paas, F., Renkl, A., & Sweller, J. (2003). Cognitive load theory and instructional design: Recent developments. Educational Psychologist, 38(1), 1-4. Paas, F., Renkl, A., & Sweller, J. (2004). Cognitive load theory: Instructional implications of the interaction between information structures and cognitive architecture. Instruction Science, 32(2), 1-8. Renkl, A. (2002). Worked-out examples: instructional explanations support learning by self-explanations. Learning and Instruction, 12(5), 529-556 Renkl, A., & Atkinson, R.K. (2002). Learning from examples: Fostering self-explanations in computer-based learning environments. InteractiveLearning Environment, 10(2), 105-119. 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(1), 15-22. Rice, J. (1982). Spouse support: Couples in educational transition. Lifelong Learning: The Adult Years, 6(1), 4 – 6. Rosenshine, B.V., & Meister, C. (1992). The use of scaffolds for teaching less structured cognitive tasks. Educational Leadership, 49(7), 26-33. Salden, R.J.C.M., Koedinger, K.R., Renkl, A., Aleven, V., & McLaren, B.M. (2010). Accounting for beneficial effects of worked examples in tutored problem solving. Educational Psychology Review, 22, 379-392. Stoica, D., Paragina, F., Paragina, S., Miron, C.,& Jipa, A. (2011). The interactive whiteboard and the instructional design in teaching physics. Procedia Social and Behavioral Sciences, 15, 3316-3321. Sweller, J. (1988). Cognitive load during problem solving: Effects on learning. Cognitive Science, 12(2), 257-285. 159 Sweller, J. (1994). Cognitive load theory, learning difficulty, and instructional design. Learning and Instruction, 4(4), 295-312. Sweller, J. (2006). The worked example and human cognition. Learning and Instruction, 16(2), 165-169. Sweller, J. (2010). Element interactivity and intrinsic, extraneous and germane cognitive load. Educational Psychology Review, 22(2), 123-128. Sweller, J. (2012). Human cognitive architecture: Why some instructional procedures work and others do not. In K. Harris, S. Graham, & T.Urdan (Eds.) APA Educational Psychology Handbook, Vol. 1 (pp. 295-325). Washington, D.C.: American Psychological Association. 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. Sweller, J., van Merrienboer, J.J.G., & Paas. F,G.W.C. (1998). Cognitive architecture and instructional design. Educational Psychology Review, 10(3), 251-296. VanLehn, K. (1996). Cognitive skill acquisition. Annual Review of Psychology, 47,513-539. van Merrienboer, 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(1), 5-13. Wong, A., Leahy, W., Marcus, N., & Sweller, J. (2012). Cognitive load theory, the transient information effect and e-learning. Learning and Instruction, 22(6), 449-457. Zhu, X, & Simon, H. (1987). Learning mathematics from examples and by doing. Cognition and Instruction, 4(3), 137-166.
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Details

Journal Section Volume: 18 Number: 4
Authors

Kim Guan Saw This is me

Publication Date October 1, 2017
Submission Date September 28, 2017
Published in Issue Year 2017 Volume: 18 Issue: 4

Cite

APA Saw, K. G. (2017). Cognitive Load Theory and the Use of Worked Examples as an Instructional Strategy in Physics for Distance Learners: A Preliminary Study. Turkish Online Journal of Distance Education, 18(4), 142-159. https://doi.org/10.17718/tojde.340405