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Volumn 23, Issue 1, 2011, Pages 1-19

Cognitive Load Theory: How Many Types of Load Does It Really Need?

Author keywords

Cognitive load theory; Germane load; Intrinsic load; Working memory load

Indexed keywords


EID: 78651288965     PISSN: 1040726X     EISSN: 1573336X     Source Type: Journal    
DOI: 10.1007/s10648-010-9150-7     Document Type: Article
Times cited : (419)

References (49)
  • 1
    • 33750513435 scopus 로고    scopus 로고
    • Using subjective measures to detect variations of intrinsic cognitive load within problems
    • Ayres, P. (2006). Using subjective measures to detect variations of intrinsic cognitive load within problems. Learning and Instruction, 16, 389-400.
    • (2006) Learning and Instruction , vol.16 , pp. 389-400
    • Ayres, P.1
  • 2
    • 67349112926 scopus 로고    scopus 로고
    • Effects of a metacognitive support device in learning environments
    • Bannert, M., Hildebrand, M., & Mengelcamp, C. (2009). Effects of a metacognitive support device in learning environments. Computers in Human Behavior, 25, 829-835.
    • (2009) Computers in Human Behavior , vol.25 , pp. 829-835
    • Bannert, M.1    Hildebrand, M.2    Mengelcamp, C.3
  • 3
    • 75949121653 scopus 로고    scopus 로고
    • Taming a beast of burden: On some issues with the conceptualisation and operationalisation of cognitive load
    • Beckmann, J. F. (2010). Taming a beast of burden: On some issues with the conceptualisation and operationalisation of cognitive load. Learning and Instruction, 20, 250-264.
    • (2010) Learning and Instruction , vol.20 , pp. 250-264
    • Beckmann, J.F.1
  • 5
    • 0040577762 scopus 로고
    • Self-explanation: How students study and use examples in learning to solve problems
    • Chi, M. T. H., Bassok, M., Lewis, M. W., Reimann, P., & Glaser, R. (1989). Self-explanation: How students study and use examples in learning to solve problems. Cognitive Science, 13, 145-182.
    • (1989) Cognitive Science , vol.13 , pp. 145-182
    • Chi, M.T.H.1    Bassok, M.2    Lewis, M.W.3    Reimann, P.4    Glaser, R.5
  • 6
    • 59049088701 scopus 로고    scopus 로고
    • Explaining the split-attention effect: Is the reduction of extraneous cognitive load accompanied by an increase in germane cognitive load?
    • Cierniak, G., Scheiter, K., & Gerjets, P. (2009). Explaining the split-attention effect: Is the reduction of extraneous cognitive load accompanied by an increase in germane cognitive load? Computers in Human Behavior, 25, 315-324.
    • (2009) Computers in Human Behavior , vol.25 , pp. 315-324
    • Cierniak, G.1    Scheiter, K.2    Gerjets, P.3
  • 8
    • 40749152256 scopus 로고    scopus 로고
    • A comparison of three measures of cognitive load: Evidence for separable measures of intrinsic, extraneous, and germane cognitive load
    • DeLeeuw, K. E., & Mayer, R. E. (2008). A comparison of three measures of cognitive load: Evidence for separable measures of intrinsic, extraneous, and germane cognitive load. Journal of Educational Psychology, 100, 223-234.
    • (2008) Journal of Educational Psychology , vol.100 , pp. 223-234
    • Deleeuw, K.E.1    Mayer, R.E.2
  • 10
    • 3843146186 scopus 로고    scopus 로고
    • Designing instructional examples to reduce intrinsic cognitive load: Molar versus modular presentation of solution procedures
    • Gerjets, P., Scheiter, K., & Catrambone, R. (2004). Designing instructional examples to reduce intrinsic cognitive load: Molar versus modular presentation of solution procedures. Instructional Science, 32, 33-58.
    • (2004) Instructional Science , vol.32 , pp. 33-58
    • Gerjets, P.1    Scheiter, K.2    Catrambone, R.3
  • 11
    • 33646044047 scopus 로고    scopus 로고
    • Can learning from molar and modular worked examples be enhanced by providing instructional explanations and prompting self-explanations?
    • Gerjets, P., Scheiter, K., & Catrambone, R. (2006). Can learning from molar and modular worked examples be enhanced by providing instructional explanations and prompting self-explanations? Learning and Instruction, 16, 104-121.
    • (2006) Learning and Instruction , vol.16 , pp. 104-121
    • Gerjets, P.1    Scheiter, K.2    Catrambone, R.3
  • 12
    • 59049107418 scopus 로고    scopus 로고
    • Learning with hypermedia: The influence of representational formats and different levels of learner control on performance and learning behavior
    • Gerjets, P., Scheiter, K., Opfermann, M., Hesse, F. W., & Eysink, T. H. S. (2009). Learning with hypermedia: The influence of representational formats and different levels of learner control on performance and learning behavior. Computers in Human Behavior, 25, 360-370.
    • (2009) Computers in Human Behavior , vol.25 , pp. 360-370
    • Gerjets, P.1    Scheiter, K.2    Opfermann, M.3    Hesse, F.W.4    Eysink, T.H.S.5
  • 13
    • 33646068436 scopus 로고    scopus 로고
    • Effects of multiple solution methods in mathematics learning
    • Groβe, C. S., & Renkl, A. (2006). Effects of multiple solution methods in mathematics learning. Learning and Instruction, 16, 122-138.
    • (2006) Learning and Instruction , vol.16 , pp. 122-138
    • Große, C.S.1    Renkl, A.2
  • 14
    • 36448969715 scopus 로고    scopus 로고
    • Finding and fixing errors in worked examples: Can this foster learning outcomes?
    • Groβe, C. S., & Renkl, A. (2007). Finding and fixing errors in worked examples: Can this foster learning outcomes? Learning and Instruction, 17, 612-634.
    • (2007) Learning and Instruction , vol.17 , pp. 612-634
    • Große, C.S.1    Renkl, A.2
  • 15
    • 40949115266 scopus 로고
    • Development of NASA-TLX (Task Load Index): Results of empirical and theoretical research
    • P. A. Hancock and N. Meshkati (Eds.), Amsterdam: Elsevier Science
    • Hart, S. G., & Staveland, L. E. (1988). Development of NASA-TLX (Task Load Index): Results of empirical and theoretical research. In P. A. Hancock & N. Meshkati (Eds.), Human Mental Workload (pp. 139-183). Amsterdam: Elsevier Science.
    • (1988) Human Mental Workload , pp. 139-183
    • Hart, S.G.1    Staveland, L.E.2
  • 16
    • 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
  • 17
    • 0032032804 scopus 로고    scopus 로고
    • Levels of expertise and instructional design
    • Kalyuga, S., Chandler, P., & Sweller, J. (1998). Levels of expertise and instructional design. Human Factors, 40, 1-17.
    • (1998) Human Factors , vol.40 , pp. 1-17
    • Kalyuga, S.1    Chandler, P.2    Sweller, J.3
  • 19
    • 33144456621 scopus 로고    scopus 로고
    • R. E. Mayer (Ed.), New York: Cambridge University Press
    • Mayer, R. E. (Ed.). (2005). Cambridge Handbook of Multimedia Learning. New York: Cambridge University Press.
    • (2005) Cambridge Handbook of Multimedia Learning
  • 20
    • 0003781450 scopus 로고    scopus 로고
    • 2nd edn., New York: Cambridge University Press
    • Mayer, R. E. (2009). Multimedia learning (2nd ed.). New York: Cambridge University Press.
    • (2009) Multimedia Learning
    • Mayer, R.E.1
  • 21
    • 0037412644 scopus 로고    scopus 로고
    • Nine ways to reduce cognitive load in multimedia learning
    • Mayer, R. E., & Moreno, R. (2003). Nine ways to reduce cognitive load in multimedia learning. Educational Psychologist, 38, 43-53.
    • (2003) Educational Psychologist , vol.38 , pp. 43-53
    • Mayer, R.E.1    Moreno, R.2
  • 22
    • 33846580222 scopus 로고
    • Variability of worked examples and transfer of geometrical problem-solving skills: A cognitive-load approach
    • Paas, F., & van Merrienboer, 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 Merrienboer, J.J.G.2
  • 23
    • 21844491541 scopus 로고
    • Instructional control of cognitive load in the training of complex cognitive tasks
    • Paas, F., & van Merriënboer, J. J. G. (1994). Instructional control of cognitive load in the training of complex cognitive tasks. Educational Psychology Review, 6, 351-371.
    • (1994) Educational Psychology Review , vol.6 , pp. 351-371
    • Paas, F.1    van Merriënboer, J.J.G.2
  • 24
    • 0037412682 scopus 로고    scopus 로고
    • Cognitive load theory and instructional design: Recent developments
    • Paas, F., Renkl, A., & Sweller, J. (2003). Cognitive load theory and instructional design: Recent developments. Educational Psychologist, 38, 1-4.
    • (2003) Educational Psychologist , vol.38 , pp. 1-4
    • Paas, F.1    Renkl, A.2    Sweller, J.3
  • 25
    • 0037412693 scopus 로고    scopus 로고
    • Cognitive load measurement as a means to advance cognitive load theory
    • Paas, F., Tuovinen, J., Tabbers, H., & van Gerven, P. (2003). Cognitive load measurement as a means to advance cognitive load theory. Educational Psychologist, 38, 63-71.
    • (2003) Educational Psychologist , vol.38 , pp. 63-71
    • Paas, F.1    Tuovinen, J.2    Tabbers, H.3    van Gerven, P.4
  • 26
    • 3843076391 scopus 로고    scopus 로고
    • Cognitive load theory: Instructional implications of the interaction between information structures and cognitive architecture
    • Paas, F., Renkl, A., & Sweller, J. (2004). Cognitive load theory: Instructional implications of the interaction between information structures and cognitive architecture. Instructional Science, 32, 1-8.
    • (2004) Instructional Science , vol.32 , pp. 1-8
    • Paas, F.1    Renkl, A.2    Sweller, J.3
  • 28
    • 0037412702 scopus 로고    scopus 로고
    • Structuring the transition from example study to problem solving in cognitive skills acquisition: A cognitive load perspective
    • Renkl, A., & Atkinson, R. K. (2003). Structuring the transition from example study to problem solving in cognitive skills acquisition: A cognitive load perspective. Educational Psychologist, 38, 15-22.
    • (2003) Educational Psychologist , vol.38 , pp. 15-22
    • Renkl, A.1    Atkinson, R.K.2
  • 29
    • 67449083500 scopus 로고    scopus 로고
    • The impact of learner characteristics on information utilization strategies, cognitive load experienced, and performance in hypermedia learning
    • Scheiter, K., Gerjets, P., Vollmann, B., & Catrambone, R. (2009). The impact of learner characteristics on information utilization strategies, cognitive load experienced, and performance in hypermedia learning. Learning and Instruction, 19, 387-401.
    • (2009) Learning and Instruction , vol.19 , pp. 387-401
    • Scheiter, K.1    Gerjets, P.2    Vollmann, B.3    Catrambone, R.4
  • 30
    • 77952096254 scopus 로고    scopus 로고
    • Reanalyzing the expertise reversal effect
    • Schnotz, W. (2010). Reanalyzing the expertise reversal effect. Instructional Science, 38, 315-323.
    • (2010) Instructional Science , vol.38 , pp. 315-323
    • Schnotz, W.1
  • 32
    • 78449294404 scopus 로고    scopus 로고
    • Effects of different ratios of worked solution steps and problem solving opportunities on cognitive load and learning outcomes
    • Schwonke, R., Renkl, A., Salden, R., & Aleven, V. (2011). Effects of different ratios of worked solution steps and problem solving opportunities on cognitive load and learning outcomes. Computers in Human Behavior, 27, 58-62.
    • (2011) Computers in Human Behavior , vol.27 , pp. 58-62
    • Schwonke, R.1    Renkl, A.2    Salden, R.3    Aleven, V.4
  • 33
    • 0000635383 scopus 로고
    • Contextual interference effects on the acquisition, retention, and transfer of a motor skill
    • Shea, J., & Morgan, R. L. (1979). Contextual interference effects on the acquisition, retention, and transfer of a motor skill. Journal of Experimental Psychology: Human Learning and Memory, 5, 179-187.
    • (1979) Journal of Experimental Psychology: Human Learning and Memory , vol.5 , pp. 179-187
    • Shea, J.1    Morgan, R.L.2
  • 34
    • 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
  • 35
    • 43949152992 scopus 로고
    • Cognitive load theory, learning difficulty, and instructional design
    • Sweller, J. (1994). Cognitive load theory, learning difficulty, and instructional design. Learning and Instruction, 4, 295-312.
    • (1994) Learning and Instruction , vol.4 , pp. 295-312
    • Sweller, J.1
  • 36
    • 36148969361 scopus 로고    scopus 로고
    • Evolution of human cognitive architecture
    • B. Ross (Ed.), San Diego: Academic
    • Sweller, J. (2003). Evolution of human cognitive architecture. In B. Ross (Ed.), The psychology of learning and motivation (Vol. 43, pp. 215-266). San Diego: Academic.
    • (2003) The Psychology of Learning and Motivation , vol.43 , pp. 215-266
    • Sweller, J.1
  • 37
    • 3843137289 scopus 로고    scopus 로고
    • Instructional design consequences of an analogy between evolution by natural selection and human cognitive architecture
    • Sweller, J. (2004). Instructional design consequences of an analogy between evolution by natural selection and human cognitive architecture. Instructional Science, 32, 9-31.
    • (2004) Instructional Science , vol.32 , pp. 9-31
    • Sweller, J.1
  • 38
    • 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
  • 39
    • 77952544479 scopus 로고    scopus 로고
    • Element interactivity and intrinsic, extraneous and germane cognitive load
    • Sweller, J. (2010). Element interactivity and intrinsic, extraneous and germane cognitive load. Educational Psychology Review, 22, 123-138.
    • (2010) Educational Psychology Review , vol.22 , pp. 123-138
    • Sweller, J.1
  • 40
    • 84945136529 scopus 로고
    • Why some material is difficult to learn?
    • Sweller, J., & Chandler, P. (1994). Why some material is difficult to learn? Cognition and Instruction, 12, 185-233.
    • (1994) Cognition and Instruction , vol.12 , pp. 185-233
    • Sweller, J.1    Chandler, P.2
  • 41
  • 43
    • 3843109054 scopus 로고    scopus 로고
    • Process-oriented worked examples: Improving transfer performance through enhanced understanding
    • 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.
    • (2004) Instructional Science , vol.32 , pp. 83-98
    • van Gog, T.1    Paas, F.2    van Merriënboer, J.J.G.3
  • 44
    • 33646052554 scopus 로고    scopus 로고
    • Effects of process-oriented worked examples on troubleshooting transfer performance
    • van Gog, T., Paas, F., & van Merriënboer, J. J. G. (2006). Effects of process-oriented worked examples on troubleshooting transfer performance. Learning and Instruction, 16, 154-164.
    • (2006) Learning and Instruction , vol.16 , pp. 154-164
    • van Gog, T.1    Paas, F.2    van Merriënboer, J.J.G.3
  • 45
    • 43049138852 scopus 로고    scopus 로고
    • Effects of studying sequences of process-oriented and product-oriented worked examples on troubleshooting transfer efficiency
    • van Gog, T., Paas, F., & van Merriënboer, J. J. G. (2008). Effects of studying sequences of process-oriented and product-oriented worked examples on troubleshooting transfer efficiency. Learning and Instruction, 18, 211-222.
    • (2008) Learning and Instruction , vol.18 , pp. 211-222
    • van Gog, T.1    Paas, F.2    van Merriënboer, J.J.G.3
  • 47
    • 18844441224 scopus 로고    scopus 로고
    • Cognitive load theory and complex learning: Recent developments and future directions
    • van Merriënboer, J., & Sweller, J. (2005). Cognitive load theory and complex learning: Recent developments and future directions. Educational Psychology Review, 17, 147-177.
    • (2005) Educational Psychology Review , vol.17 , pp. 147-177
    • van Merriënboer, J.1    Sweller, J.2
  • 49
    • 0012855938 scopus 로고    scopus 로고
    • Prediction of mental workload in single and multiple task environments
    • Xie, B., & Salvendy, G. (2000). Prediction of mental workload in single and multiple task environments. International Journal of Cognitive Ergonomics, 4, 213-242.
    • (2000) International Journal of Cognitive Ergonomics , vol.4 , pp. 213-242
    • Xie, B.1    Salvendy, G.2


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