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Volumn 22, Issue 2, 2010, Pages 175-186

Facilitating flexible problem solving: A cognitive load perspective

Author keywords

Cognitive load; Flexible problem solving; Generalized knowledge structures

Indexed keywords


EID: 77952551702     PISSN: 1040726X     EISSN: 1573336X     Source Type: Journal    
DOI: 10.1007/s10648-010-9132-9     Document Type: Review
Times cited : (67)

References (54)
  • 1
    • 1542691090 scopus 로고
    • The use of advance organizers in the learning and retention of meaningful verbal material
    • Ausubel, D. P. (1960). The use of advance organizers in the learning and retention of meaningful verbal material. Journal of Educational Psychology, 51, 267-272.
    • (1960) Journal of Educational Psychology , vol.51 , pp. 267-272
    • Ausubel, D.P.1
  • 2
    • 33144490089 scopus 로고    scopus 로고
    • Using hypermedia as a metacognitive tool for enhancing student learning? The role of self-regulated learning
    • Azevedo, R. (2005). Using hypermedia as a metacognitive tool for enhancing student learning? The role of self-regulated learning. Educational Psychologist, 40, 199-209.
    • (2005) Educational Psychologist , vol.40 , pp. 199-209
    • Azevedo, R.1
  • 3
    • 85068272305 scopus 로고    scopus 로고
    • Adaptive expertise: Effect of type of experience and the level of theoretical understanding it generates
    • Barnett, S. M., & Koslowski, B. (2002). Adaptive expertise: Effect of type of experience and the level of theoretical understanding it generates. Thinking and Reasoning, 8, 237-267.
    • (2002) Thinking and Reasoning , vol.8 , pp. 237-267
    • Barnett, S.M.1    Koslowski, B.2
  • 4
    • 0036050144 scopus 로고    scopus 로고
    • Adaptive guidance: Enhancing self-regulation, knowledge, and performance in technology-based training
    • Bell, B. S., & Kozlowski, S. W. J. (2002). Adaptive guidance: Enhancing self-regulation, knowledge, and performance in technology-based training. Personnel Psychology, 55, 267-306.
    • (2002) Personnel Psychology , vol.55 , pp. 267-306
    • Bell, B.S.1    Kozlowski, S.W.J.2
  • 5
    • 0002213688 scopus 로고    scopus 로고
    • Rethinking transfer: A simple proposal with multiple implications
    • A. Iran-Nejad and P. D. Pearson (Eds.), Washington, DC: American Educational Research Association
    • Bransford, J. D., & Schwartz, D. L. (1999). Rethinking transfer: A simple proposal with multiple implications. In A. Iran-Nejad & P. D. Pearson (Eds.), Review of research in education (Vol. 24, pp. 61-100). Washington, DC: American Educational Research Association.
    • (1999) Review of Research in Education , vol.24 , pp. 61-100
    • Bransford, J.D.1    Schwartz, D.L.2
  • 6
    • 0004134359 scopus 로고    scopus 로고
    • J. D. Bransford, A. L. Brown, and R. R. Cocking (Eds.), Washington, DC: National Academy Press
    • Bransford, J. D., Brown, A. L., & Cocking, R. R. (Eds.). (1999). How people learn: Mind, brain, experience, and school. Washington, DC: National Academy Press.
    • (1999) How People Learn: Mind, Brain, Experience, and School
  • 7
    • 70349879278 scopus 로고    scopus 로고
    • Accelerated future learning via explicit instruction of a problem solving strategy
    • R. Luckin, K. R. Koedinger, and J. Greer (Eds.), Amsterdam, Netherlands: IOS Press
    • Chi, M., & VanLehn, K. (2007). Accelerated future learning via explicit instruction of a problem solving strategy. In R. Luckin, K. R. Koedinger, & J. Greer (Eds.), Proceedings of the 13th International Conference on Artificial Intelligence in Education (pp. 409-416). Amsterdam, Netherlands: IOS Press.
    • (2007) Proceedings of the 13th International Conference on Artificial Intelligence in Education , pp. 409-416
    • Chi, M.1    Vanlehn, K.2
  • 9
    • 0001399281 scopus 로고
    • The effects of schema acquisition and rule automation on mathematical problem-solving transfer
    • Cooper, G., & Sweller, J. (1987). The effects of schema acquisition and rule automation on mathematical problem-solving transfer. Journal of Educational Psychology, 79, 347-362.
    • (1987) Journal of Educational Psychology , vol.79 , pp. 347-362
    • Cooper, G.1    Sweller, J.2
  • 10
    • 33746118331 scopus 로고    scopus 로고
    • Towards a personalized task selection model with shared instructional control
    • Corbalan, G., Kester, L., & van Merriënboer, J. J. G. (2006). Towards a personalized task selection model with shared instructional control. Instructional Science, 34, 399-422.
    • (2006) Instructional Science , vol.34 , pp. 399-422
    • Corbalan, G.1    Kester, L.2    van Merriënboer, J.J.G.3
  • 11
    • 59049097001 scopus 로고    scopus 로고
    • Combining shared control with variability over surface features: Effects on transfer test performance and task involvement
    • Corbalan, G., Kester, L., & van Merriënboer, J. J. G. (2009). Combining shared control with variability over surface features: Effects on transfer test performance and task involvement. Computers in Human Behavior, 25, 290-298.
    • (2009) Computers in Human Behavior , vol.25 , pp. 290-298
    • Corbalan, G.1    Kester, L.2    van Merriënboer, J.J.G.3
  • 12
    • 0004217226 scopus 로고
    • Original work published 1946, The Hague, Netherlands: Mouton
    • De Groot, A. (1965). Thought and choice in chess. The Hague, Netherlands: Mouton. Original work published 1946.
    • (1965) Thought and Choice in Chess
    • de Groot, A.1
  • 14
    • 38349016489 scopus 로고    scopus 로고
    • The role of domain-specific knowledge in generative reasoning about complicated multileveled phenomena
    • Duncan, R. G. (2007). The role of domain-specific knowledge in generative reasoning about complicated multileveled phenomena. Cognition and Instruction, 25, 271-336.
    • (2007) Cognition and Instruction , vol.25 , pp. 271-336
    • Duncan, R.G.1
  • 15
    • 0002175674 scopus 로고
    • Lern- und Denkstrategien-ein Problemaufriss [Learning and thinking strategies-a problem definition]
    • Friedrich, H.F.,Mandl, H. (Eds.),In H. F. Freidrich, H. Mandl (Eds.),Hogrefe (D): Göttingen
    • Friedrich, H. F., Mandl, H. (Eds.) 1992. Lern- und Denkstrategien-ein Problemaufriss [Learning and thinking strategies-a problem definition]. In H. F. Freidrich, H. Mandl (Eds.), Lern- und Denkstrategien. Analyse und Intervention. Hogrefe (D): Göttingen.
    • (1992) Lern- und Denkstrategien. Analyse und Intervention
  • 16
    • 34547732657 scopus 로고    scopus 로고
    • Educating the evolved mind: Conceptual foundations for an evolutionary educational psychology
    • J. S. Carlson and J. R. Levin (Eds.), Greenwich, CT: Information Age Publishing
    • Geary, D. (2007). Educating the evolved mind: Conceptual foundations for an evolutionary educational psychology. In J. S. Carlson & J. R. Levin (Eds.), Psychological perspectives on contemporary educational issues (pp. 1-99). Greenwich, CT: Information Age Publishing.
    • (2007) Psychological Perspectives on Contemporary Educational Issues , pp. 1-99
    • Geary, D.1
  • 17
    • 54349105722 scopus 로고    scopus 로고
    • An evolutionary informed education science
    • Geary, D. (2008). An evolutionary informed education science. Educational Psychologist, 43, 179-195.
    • (2008) Educational Psychologist , vol.43 , pp. 179-195
    • Geary, D.1
  • 19
    • 0037780076 scopus 로고    scopus 로고
    • The transfer of abstract principles governing complex adaptive systems
    • Goldstone, R. L., & Sakamoto, Y. (2003). The transfer of abstract principles governing complex adaptive systems. Cognitive Psychology, 46, 414-466.
    • (2003) Cognitive Psychology , vol.46 , pp. 414-466
    • Goldstone, R.L.1    Sakamoto, Y.2
  • 20
    • 0004015428 scopus 로고    scopus 로고
    • Generative design rationale: Beyond the record and replay paradigm
    • T. P. Moran and J. M. Carroll (Eds.), Hillsdale, NJ: Erlbaum
    • Gruber, T. R., & Russell, D. M. (1996). Generative design rationale: Beyond the record and replay paradigm. In T. P. Moran & J. M. Carroll (Eds.), Design rationale: Concepts, techniques, and use. Hillsdale, NJ: Erlbaum.
    • (1996) Design Rationale: Concepts, Techniques, and Use
    • Gruber, T.R.1    Russell, D.M.2
  • 21
    • 0002050269 scopus 로고
    • Two Courses of Expertise
    • H. Stevenson, H. Azuma, and K. Hakuta (Eds.), New York: Freeman
    • Hatano, G., & Inagaki, K. (1986). Two Courses of Expertise. In H. Stevenson, H. Azuma, & K. Hakuta (Eds.), Child development and education in Japan. New York: Freeman.
    • (1986) Child Development and Education in Japan
    • Hatano, G.1    Inagaki, K.2
  • 22
    • 59049085514 scopus 로고    scopus 로고
    • Learning how to use a computer-based concept-mapping tool: Self-explaining examples helps
    • Hilbert, T. S., & Renkl, A. (2009). Learning how to use a computer-based concept-mapping tool: Self-explaining examples helps. Computers in Human Behavior, 25, 267-274.
    • (2009) Computers in Human Behavior , vol.25 , pp. 267-274
    • Hilbert, T.S.1    Renkl, A.2
  • 24
    • 1142278829 scopus 로고    scopus 로고
    • Comparing expert and novice understanding of a complex system from the perspective of structures, behaviors, and functions
    • Hmelo-Silver, C. E., & Pfeffer, M. G. (2004). Comparing expert and novice understanding of a complex system from the perspective of structures, behaviors, and functions. Cognitive Science, 28, 127-138.
    • (2004) Cognitive Science , vol.28 , pp. 127-138
    • Hmelo-Silver, C.E.1    Pfeffer, M.G.2
  • 25
    • 70449640496 scopus 로고    scopus 로고
    • Writing learning journals: Instructional support to overcome learning-strategy deficits
    • in press
    • Hübner, S., Nückles, M., Renkl, A. in press. Writing learning journals: Instructional support to overcome learning-strategy deficits. Learning and Instruction.
    • Learning and Instruction
    • Hübner, S.1    Nückles, M.2    Renkl, A.3
  • 27
    • 77952546977 scopus 로고
    • On the content of polytechnic knowledge
    • (in Russian)
    • Kalyuga, S. (1984). On the content of polytechnic knowledge. Soviet Pedagogics, 6, 44-48 (in Russian).
    • (1984) Soviet Pedagogics , vol.6 , pp. 44-48
    • Kalyuga, S.1
  • 28
    • 35248827640 scopus 로고    scopus 로고
    • Expertise reversal effect and its implications for learner-tailored instruction
    • Kalyuga, S. (2007). Expertise reversal effect and its implications for learner-tailored instruction. Educational Psychology Review, 19, 509-539.
    • (2007) Educational Psychology Review , vol.19 , pp. 509-539
    • Kalyuga, S.1
  • 29
    • 78449295174 scopus 로고    scopus 로고
    • Instructing in generalized knowledge structures to develop flexible problem solving skills
    • in press
    • Kalyuga, S., Hanham, J. in press. Instructing in generalized knowledge structures to develop flexible problem solving skills. Computers in Human Behavior.
    • Computers in Human Behavior
    • Kalyuga, S.1    Hanham, J.2
  • 30
    • 4544257209 scopus 로고    scopus 로고
    • Measuring knowledge to optimize cognitive load factors during instruction
    • Kalyuga, S., & Sweller, J. (2004). Measuring knowledge to optimize cognitive load factors during instruction. Journal of Educational Psychology, 96, 558-568.
    • (2004) Journal of Educational Psychology , vol.96 , pp. 558-568
    • Kalyuga, S.1    Sweller, J.2
  • 31
    • 23744495109 scopus 로고    scopus 로고
    • Rapid dynamic assessment of expertise to improve the efficiency of adaptive e-learning
    • 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.
    • (2005) Educational Technology, Research and Development , vol.53 , pp. 83-93
    • Kalyuga, S.1    Sweller, J.2
  • 34
    • 84970310275 scopus 로고
    • Can advance organizers influence meaningful learning?
    • Mayer, R. E. (1979). Can advance organizers influence meaningful learning? Review of Educational Research, 49, 371-383.
    • (1979) Review of Educational Research , vol.49 , pp. 371-383
    • Mayer, R.E.1
  • 36
    • 33846059680 scopus 로고
    • Training strategies for attaining transfer of problem-solving skill in statistics: A cognitive-load approach
    • Paas, F. (1992). Training strategies for attaining transfer of problem-solving skill in statistics: A cognitive-load approach. Journal of Educational Psychology, 84, 429-434.
    • (1992) Journal of Educational Psychology , vol.84 , pp. 429-434
    • Paas, F.1
  • 37
    • 33846580222 scopus 로고
    • Variability of worked examples and transfer of geometrical problem-solving skills: A cognitive-load approach
    • Paas, F., & van Merriënboer, J. J. G. (1994). Variability of worked examples and transfer of geometrical problem-solving skills: A cognitive-load approach. Journal of Educational Psychology, 86, 122-133.
    • (1994) Journal of Educational Psychology , vol.86 , pp. 122-133
    • Paas, F.1    van Merriënboer, J.J.G.2
  • 38
    • 84938352171 scopus 로고    scopus 로고
    • Adaptive instructional systems
    • 3rd edn., J. M. Spector, D. Merrill, J. Merrienboervan, and M. Driscoll (Eds.), Mahwah, NJ: Erlbaum Associates
    • Park, O., & Lee, J. (2008). Adaptive instructional systems. In J. M. Spector, D. Merrill, J. van Merrienboer, & M. Driscoll (Eds.), Handbook of research on educational communications and technology (3rd ed., pp. 469-484). Mahwah, NJ: Erlbaum Associates.
    • (2008) Handbook of Research on Educational Communications and Technology , pp. 469-484
    • Park, O.1    Lee, J.2
  • 41
    • 38249020557 scopus 로고
    • Detection of cognitive structure with protocol data: Predicting performance on physics transfer problems
    • Robertson, W. C. (1990). Detection of cognitive structure with protocol data: Predicting performance on physics transfer problems. Cognitive Science, 14, 253-280.
    • (1990) Cognitive Science , vol.14 , pp. 253-280
    • Robertson, W.C.1
  • 43
    • 30144431602 scopus 로고    scopus 로고
    • A comparison of approaches to learning task selection in the training of complex cognitive skills
    • Salden, R. J. C. M., Paas, F., & van Merriënboer, J. J. G. (2006b). A comparison of approaches to learning task selection in the training of complex cognitive skills. Computers in Human Behavior, 22, 321-333.
    • (2006) Computers in Human Behavior , vol.22 , pp. 321-333
    • Salden, R.J.C.M.1    Paas, F.2    van Merriënboer, J.J.G.3
  • 44
    • 0000819688 scopus 로고
    • Cognitive load during problem solving: Effects on learning
    • Sweller, J. (1988). Cognitive load during problem solving: Effects on learning. Cognitive Science, 12, 257-285.
    • (1988) Cognitive Science , vol.12 , pp. 257-285
    • Sweller, J.1
  • 45
    • 54349103059 scopus 로고    scopus 로고
    • Instructional implications of David Geary's evolutionary educational psychology
    • Sweller, J. (2008). Instructional implications of David Geary's evolutionary educational psychology. Educational Psychologist, 43, 214-216.
    • (2008) Educational Psychologist , vol.43 , pp. 214-216
    • Sweller, J.1
  • 46
    • 33847074719 scopus 로고    scopus 로고
    • Natural information processing systems
    • Sweller, J., & Sweller, S. (2006). Natural information processing systems. Evolutionary Psychology, 4, 434-458.
    • (2006) Evolutionary Psychology , vol.4 , pp. 434-458
    • Sweller, J.1    Sweller, S.2
  • 48
    • 61449214082 scopus 로고    scopus 로고
    • Toward a synthesis of cognitive load theory, four-component instructional design, and self-directed learning
    • van Merriënboer, J. J. G., & Sluijsmans, D. M. A. (2009). Toward a synthesis of cognitive load theory, four-component instructional design, and self-directed learning. Educational Psychology Review, 21, 55-66.
    • (2009) Educational Psychology Review , vol.21 , pp. 55-66
    • van Merriënboer, J.J.G.1    Sluijsmans, D.M.A.2
  • 49
    • 0002926013 scopus 로고    scopus 로고
    • Redirecting learners' attention during training: Effects on cognitive load, transfer test performance, and training efficiency
    • van Merriënboer, J. J. G., Schuurman, J. G., de Croock, M. B. M., & Paas, F. (2002). Redirecting learners' attention during training: Effects on cognitive load, transfer test performance, and training efficiency. Learning and Instruction, 12, 11-37.
    • (2002) Learning and Instruction , vol.12 , pp. 11-37
    • van Merriënboer, J.J.G.1    Schuurman, J.G.2    de Croock, M.B.M.3    Paas, F.4
  • 50
    • 0037412645 scopus 로고    scopus 로고
    • Taking the load off a learner's mind: Instructional design principles for complex learning
    • van Merrienboer, J. J. G., Kirschner, P. A., & Kester, L. (2003). Taking the load off a learner's mind: Instructional design principles for complex learning. Educational Psychologist, 38, 5-13.
    • (2003) Educational Psychologist , vol.38 , pp. 5-13
    • van Merrienboer, J.J.G.1    Kirschner, P.A.2    Kester, L.3
  • 51
    • 35248821624 scopus 로고    scopus 로고
    • Performance assessment and learning task selection in environments for complex learning
    • D. Clark and J. Elen (Eds.), Amsterdam: Elsevier Science
    • van Merriënboer, J. J. G., Sluijsmans, D., Corbalan, G., Kalyuga, S., Paas, F., & Tattersall, C. (2006). Performance assessment and learning task selection in environments for complex learning. In D. Clark & J. Elen (Eds.), Advances in learning and instruction (pp. 201-220). Amsterdam: Elsevier Science.
    • (2006) Advances in Learning and Instruction , pp. 201-220
    • van Merriënboer, J.J.G.1    Sluijsmans, D.2    Corbalan, G.3    Kalyuga, S.4    Paas, F.5    Tattersall, C.6
  • 52
    • 1342310770 scopus 로고    scopus 로고
    • The relations between intellectual and metacognitive skills from a developmental perspective
    • Veenman, M. V. J., Wilhelm, P., & Beishuizen, J. J. (2004). The relations between intellectual and metacognitive skills from a developmental perspective. Learning and Instruction, 14, 89-109.
    • (2004) Learning and Instruction , vol.14 , pp. 89-109
    • Veenman, M.V.J.1    Wilhelm, P.2    Beishuizen, J.J.3
  • 53
    • 0012669515 scopus 로고
    • Lernen lernen und das eigene Lernen verstehen [Learning to learn and the understanding own learning]
    • K. Reusser and M. Reusser-Weyeneth (Eds.), Bern: Huber
    • Weinert, F. E. (1994). Lernen lernen und das eigene Lernen verstehen [Learning to learn and the understanding own learning]. In K. Reusser & M. Reusser-Weyeneth (Eds.), Verstehen. Psychologischer Prozeß und didaktische Aufgabe (pp. 183-205). Bern: Huber.
    • (1994) Verstehen. Psychologischer Prozeß Und Didaktische Aufgabe , pp. 183-205
    • Weinert, F.E.1
  • 54
    • 33144477744 scopus 로고    scopus 로고
    • A theoretical framework and approach for fostering metacognitive development
    • White, B., & Frederiksen, J. (2005). A theoretical framework and approach for fostering metacognitive development. Educational Psychologist, 40, 211-223.
    • (2005) Educational Psychologist , vol.40 , pp. 211-223
    • White, B.1    Frederiksen, J.2


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