Toward a Synthesis of Cognitive Load Theory, Four-Component Instructional Design, and Self-Directed Learning
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This article explores the opportunities to apply cognitive load theory and four-component instructional design to self-directed learning. Learning tasks are defined as containing three elements: learners must (a) perform the tasks, (b) assess their task performance, and (c) select future tasks for improving their performance. Principles to manage intrinsic and extraneous load for performing learning tasks, such as simple-to-complex ordering and fading-guidance strategies, are also applicable to assessing performance and selecting tasks. Moreover, principles to increase germane load, such as high variability and self-explanation prompts, are also applicable to assessment and selection. It is concluded that cognitive load theory and four-component instructional design provide a solid basis for a research program on self-directed learning.
KeywordsCognitive load theory
- Butler, D. L., & Winne, P. H. (1995). Feedback and self-regulated learning: A theoretical synthesis. Review of Educational Research, 65, 245–281.Google Scholar
- Corbalan, G., Kester, L., & van Merriënboer, J. J. G. (2008a). Combining shared control with variability over surface features: Effects on transfer test performance and task involvement. Computers in Human Behavior (in press).Google Scholar
- Corbalan, G., Kester, L., & van Merriënboer, J. J. G. (2008b). Selecting learning tasks: Effects of adaptation and shared control on learning efficiency and task involvement. Contemporary Educational Psycholoy, 33, 733–756. doi: 10.1016/j.cedpsych.2008.02.003.
- Field, J. (2006). Lifelong learning and the new educational order, Stoke on Trent (2nd ed.). UK: Trentham books.Google Scholar
- Kicken, W., Brand-Gruwel, S., van Merriënboer, J. J. G., & Slot, W. (2008) Design and evaluation of a development portfolio: How to improve students’ self-directed learning skills? Instructional Science. doi: 10.1007/s11251-008-9058-5.
- Paas, F., Tuovinen, J. E., van Merriënboer, J. J. G., & Darabi, A. (2005). A motivational perspective on the relation between mental effort and performance: Optimizing learner involvement in instruction. Educational Technology Research and Development, 53, 25–34. doi: 10.1007/BF02504795.CrossRefGoogle Scholar
- Sluijsmans, D. M. A., Brand-Gruwel, S., van Merriënboer, J. J. G., & Bastiaens, T. (2003). The training of peer assessment skills to promote the development of reflection skills in teacher education. Studies in Educational Evaluation, 29, 23–42. doi: 10.1016/S0191-491X(03)90003-4.CrossRefGoogle Scholar
- Sluijsmans, D. M. A., Brand-Gruwel, S., van Merriënboer, J. J. G., & Martens, R. (2004). Training teachers in peer-assessment skills: Effects on performance and perceptions. Innovations in Education and Training International, 41, 59–78.Google Scholar
- Sluijsmans, D. M. A., Straetmans, G., & van Merriënboer, J. J. G. (2008). Integrating authentic assessment with competence-based learning in vocational education: The Protocol Portfolio Scoring. Journal of Vocational Education and Training, 60, 159–172. doi: 10.1080/13636820802042438.CrossRefGoogle Scholar
- Van Merriënboer, J. J. G. (1997). Training complex cognitive skills. Englewood Cliffs, NJ: Educational Technology Publications.Google Scholar
- Van Merriënboer, J. J. G. (2007). Alternate models of instructional design: Holistic design approaches and complex learning. In R. A. Reiser, & J. V. Dempsey (Eds.), Trends and issues in instructional design and technology (pp. 72–81). Upper Saddle River, NJ: Pearson/Merrill Prentice Hall.Google Scholar
- Van Merriënboer, J. J. G., & Kester, L. (2007). Whole-task models in education. In J. M. Spector, M. D. Merrill, J. J. G. van Merriënboer, & M. P. Driscoll (Eds.), Handbook of research on educational communications and technology, (pp. 441–456, 3rd ed.). Mahwah, NJ: Erlbaum/Routledge.Google Scholar
- Van Merriënboer, J. J. G., & Kirschner, P. A. (2007). Ten steps to complex learning. Mahwah, NJ: Erlbaum/Routledge.Google Scholar
- Van Merriënboer, J. J. G., Schuurman, J. G., de Croock, M. B. M., & Paas, F. (2002b). Redirecting learners’ attention during training: Effects on cognitive load, transfer test performance, and training efficiency. Learning and Instruction, 12, 11–37. doi: 10.1016/S0959-4752(01)00020-2.CrossRefGoogle Scholar