메뉴 건너뛰기




Volumn , Issue , 2014, Pages 131-138

Measuring cognitive load in introductory CS: Adaptation of an instrument

Author keywords

Cognitive load theory; Conffermatory factor analysis; Measuring cognitive load; Survey

Indexed keywords

COMPUTER PROGRAMMING; COMPUTER SCIENCE; SURVEYING;

EID: 84905864563     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2632320.2632348     Document Type: Conference Paper
Times cited : (104)

References (45)
  • 1
    • 71949096033 scopus 로고    scopus 로고
    • The inuence of leads on cognitive load and learning in a hypertext environment
    • P. D. Antonenko and D. S. Niederhauser. The inuence of leads on cognitive load and learning in a hypertext environment. Computers in Human Behavior, 26(2):140-150, 2010.
    • (2010) Computers in Human Behavior , vol.26 , Issue.2 , pp. 140-150
    • Antonenko, P.D.1    Niederhauser, D.S.2
  • 2
    • 33750513435 scopus 로고    scopus 로고
    • Using subjective measures to detect variations of intrinsic cognitive load within problems
    • ISSN 0959-4752
    • P. Ayres. Using subjective measures to detect variations of intrinsic cognitive load within problems. Learning and Instruction, 16(5):389 - 400, 2006. ISSN 0959-4752.
    • (2006) Learning and Instruction , vol.16 , Issue.5 , pp. 389-400
    • Ayres, P.1
  • 4
    • 0042210946 scopus 로고    scopus 로고
    • Systematic mathematical errors and cognitive load
    • P. L. Ayres. Systematic mathematical errors and cognitive load. Contemporary Educational Psychology, 26(2):227-248, 2001.
    • (2001) Contemporary Educational Psychology , vol.26 , Issue.2 , pp. 227-248
    • Ayres, P.L.1
  • 5
    • 0026554483 scopus 로고
    • Working memory
    • A. Baddeley. Working memory. Science, 255(5044): 556-559, 1992.
    • (1992) Science , vol.255 , Issue.5044 , pp. 556-559
    • Baddeley, A.1
  • 8
    • 0037412694 scopus 로고    scopus 로고
    • Direct measurement of cognitive load in multimedia learning
    • R. Brunken, J. L. Plass, and D. Leutner. Direct measurement of cognitive load in multimedia learning. Educational Psychologist, 38(1):53-61, 2003.
    • (2003) Educational Psychologist , vol.38 , Issue.1 , pp. 53-61
    • Brunken, R.1    Plass, J.L.2    Leutner, D.3
  • 9
    • 84948512218 scopus 로고
    • Cognitive load theory and the format of instruction
    • P. Chandler and J. Sweller. Cognitive load theory and the format of instruction. Cognition and instruction, 8 (4):293-332, 1991.
    • (1991) Cognition and Instruction , vol.8 , Issue.4 , pp. 293-332
    • Chandler, P.1    Sweller, J.2
  • 10
    • 84982017552 scopus 로고
    • The split-attention efiect as a factor in the design of instruction
    • P. Chandler and J. Sweller. The split-attention efiect as a factor in the design of instruction. British Journal of Educational Psychology, 62(2):233-246, 1992.
    • (1992) British Journal of Educational Psychology , vol.62 , Issue.2 , pp. 233-246
    • Chandler, P.1    Sweller, J.2
  • 11
    • 0002261466 scopus 로고    scopus 로고
    • Cognitive load while learning to use a computer program
    • P. Chandler and J. Sweller. Cognitive load while learning to use a computer program. Applied cognitive psychology, 10(2):151-170, 1996.
    • (1996) Applied Cognitive Psychology , vol.10 , Issue.2 , pp. 151-170
    • Chandler, P.1    Sweller, J.2
  • 12
    • 59049088701 scopus 로고    scopus 로고
    • Explaining the split-attention efiect: Is the reduction of extraneous cognitive load accompanied by an increase in germane cognitive load?
    • G. Cierniak, K. Scheiter, and P. Gerjets. Explaining the split-attention efiect: Is the reduction of extraneous cognitive load accompanied by an increase in germane cognitive load? Computers in Human Behavior, 25(2):315-324, 2009.
    • (2009) Computers in Human Behavior , vol.25 , Issue.2 , pp. 315-324
    • Cierniak, G.1    Scheiter, K.2    Gerjets, P.3
  • 14
    • 40749152256 scopus 로고    scopus 로고
    • A comparison of three measures of cognitive load: Evidence for separable measures of intrinsic, extraneous, and germane load
    • K. E. DeLeeuw and R. E. Mayer. A comparison of three measures of cognitive load: Evidence for separable measures of intrinsic, extraneous, and germane load. J. of Educational Psychology, 100(1): 223, 2008.
    • (2008) J. of Educational Psychology , vol.100 , Issue.1 , pp. 223
    • De Leeuw, K.E.1    Mayer, R.E.2
  • 15
    • 3843146186 scopus 로고    scopus 로고
    • Designing instructional examples to reduce intrinsic cognitive load: Molar versus modular presentation of solution procedures
    • P. Gerjets, K. Scheiter, and R. Catrambone. Designing instructional examples to reduce intrinsic cognitive load: Molar versus modular presentation of solution procedures. Instructional Science, 32(1-2):33-58, 2004.
    • (2004) Instructional Science , vol.32 , Issue.1-2 , pp. 33-58
    • Gerjets, P.1    Scheiter, K.2    Catrambone, R.3
  • 16
    • 33646044047 scopus 로고    scopus 로고
    • Can learning from molar and modular worked examples be enhanced by providing instructional explanations and prompting self-explanations?
    • P. Gerjets, K. Scheiter, and R. Catrambone. Can learning from molar and modular worked examples be enhanced by providing instructional explanations and prompting self-explanations? Learning and Instruction, 16(2):104-121, 2006.
    • (2006) Learning and Instruction , vol.16 , Issue.2 , pp. 104-121
    • Gerjets, P.1    Scheiter, K.2    Catrambone, R.3
  • 17
    • 40949115266 scopus 로고
    • Development of nasa-tlx (task load index): Results of empirical and theoretical research
    • S. G. Hart and L. E. Staveland. Development of nasa-tlx (task load index): Results of empirical and theoretical research. Advances in psychology, 52: 139-183, 1988.
    • (1988) Advances in Psychology , vol.52 , pp. 139-183
    • Hart, S.G.1    Staveland, L.E.2
  • 18
    • 67650706330 scopus 로고    scopus 로고
    • Cutofi criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives
    • L.-T. Hu and P. M. Bentler. Cutofi criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1):1-55, 1999.
    • (1999) Structural Equation Modeling: A Multidisciplinary Journal , vol.6 , Issue.1 , pp. 1-55
    • Hu, L.-T.1    Bentler, P.M.2
  • 19
    • 64649086851 scopus 로고    scopus 로고
    • Reporting practices in confirmatory factor analysis: An overview and some recommendations
    • D. L. Jackson, J. A. Gillaspy, and R. Purc-Stephenson. Reporting practices in confirmatory factor analysis: An overview and some recommendations. Psychological Methods, 14(1):6-23, 2009.
    • (2009) Psychological Methods , vol.14 , Issue.1 , pp. 6-23
    • Jackson, D.L.1    Gillaspy, J.A.2    Purc-Stephenson, R.3
  • 22
    • 39749093168 scopus 로고
    • The magical number seven, plus or minus two: Some limits on our capacity for processing information
    • G. A. Miller. The magical number seven, plus or minus two: some limits on our capacity for processing information. Psychological review, 63(2):81, 1956.
    • (1956) Psychological Review , vol.63 , Issue.2 , pp. 81
    • Miller, G.A.1
  • 23
    • 3843053564 scopus 로고    scopus 로고
    • Decreasing cognitive load for novice students: Efiects of explanatory versus corrective feedback in discovery-based multimedia
    • R. Moreno. Decreasing cognitive load for novice students: Efiects of explanatory versus corrective feedback in discovery-based multimedia. Instructional science, 32(1-2):99-113, 2004.
    • (2004) Instructional Science , vol.32 , Issue.1-2 , pp. 99-113
    • Moreno, R.1
  • 24
    • 0003528130 scopus 로고
    • McGraw-Hill, New York, NY, 2nd edition
    • J. Nunnally. Psychometric theory. McGraw-Hill, New York, NY, 2nd edition, 1978.
    • (1978) Psychometric Theory
    • Nunnally, J.1
  • 25
    • 0037412693 scopus 로고    scopus 로고
    • Cognitive load measurement as a means to advance cognitive load theory
    • F. Paas, J. E. Tuovinen, H. Tabbers, and P. W. Van Gerven. Cognitive load measurement as a means to advance cognitive load theory. Educational psychologist, 38(1):63-71, 2003.
    • (2003) Educational Psychologist , vol.38 , Issue.1 , pp. 63-71
    • Paas, F.1    Tuovinen, J.E.2    Tabbers, H.3    Van Gerven, P.W.4
  • 26
    • 33846059680 scopus 로고
    • Training strategies for attaining transfer of problem-solving skill in statistics: A cognitive-load approach
    • F. G. Paas. Training strategies for attaining transfer of problem-solving skill in statistics: A cognitive-load approach. J. of educational psychology, 84(4):429, 1992.
    • (1992) J. of Educational Psychology , vol.84 , Issue.4 , pp. 429
    • Paas, F.G.1
  • 28
    • 33846580222 scopus 로고
    • Variability of worked examples and transfer of geometrical problem-solving skills: A cognitive-load approach
    • F. G. Paas and J. J. Van Merrienboer. Variability of worked examples and transfer of geometrical problem-solving skills: A cognitive-load approach. Journal of educational psychology, 86(1):122, 1994.
    • (1994) Journal of Educational Psychology , vol.86 , Issue.1 , pp. 122
    • Paas, F.G.1    Van Merrienboer, J.J.2
  • 32
    • 0000078870 scopus 로고
    • Television is" easy" and print is" tough": The difierential investment of mental efiort in learning as a function of perceptions and attributions
    • G. Salomon. Television is" easy" and print is" tough": The difierential investment of mental efiort in learning as a function of perceptions and attributions. J. of educational psychology, 76(4):647, 1984.
    • (1984) J. of Educational Psychology , vol.76 , Issue.4 , pp. 647
    • Salomon, G.1
  • 33
    • 0000819688 scopus 로고
    • Cognitive load during problem solving: Efiects on learning
    • J. Sweller. Cognitive load during problem solving: Efiects on learning. Cognitive science, 12(2):257-285, 1988.
    • (1988) Cognitive Science , vol.12 , Issue.2 , pp. 257-285
    • Sweller, J.1
  • 34
    • 77952544479 scopus 로고    scopus 로고
    • Element interactivity and intrinsic, extraneous, and germane cognitive load
    • J. Sweller. Element interactivity and intrinsic, extraneous, and germane cognitive load. Educational Psychology Review, 22(2):123-138, 2010.
    • (2010) Educational Psychology Review , vol.22 , Issue.2 , pp. 123-138
    • Sweller, J.1
  • 35
    • 84945136529 scopus 로고
    • Why some material is dificult to learn
    • J. Sweller and P. Chandler. Why some material is dificult to learn. Cognition and instruction, 12(3): 185-233, 1994.
    • (1994) Cognition and Instruction , vol.12 , Issue.3 , pp. 185-233
    • Sweller, J.1    Chandler, P.2
  • 38
    • 0742306436 scopus 로고    scopus 로고
    • Inspecting pictures for information to verify a sentence: Eye movements in general encoding and in focused search
    • G. Underwood, L. Jebbett, and K. Roberts. Inspecting pictures for information to verify a sentence: Eye movements in general encoding and in focused search. Quarterly Journal of Experimental Psychology Section A, 57(1):165-182, 2004.
    • (2004) Quarterly Journal of Experimental Psychology Section A , vol.57 , Issue.1 , pp. 165-182
    • Underwood, G.1    Jebbett, L.2    Roberts, K.3
  • 41
    • 41349084211 scopus 로고    scopus 로고
    • Instructional eficiency: Revisiting the original construct in educational research
    • T. Van-Gog and F. Paas. Instructional eficiency: Revisiting the original construct in educational research. Educational Psychologist, 43(1):16-26, 2008.
    • (2008) Educational Psychologist , vol.43 , Issue.1 , pp. 16-26
    • Van Gog, T.1    Paas, F.2
  • 43
    • 71749098384 scopus 로고    scopus 로고
    • Eye tracking as a tool to study and enhance multimedia learning
    • T. van-Gog and K. Scheiter. Eye tracking as a tool to study and enhance multimedia learning. Learning and Instruction, 20(2):95-99, 2010.
    • (2010) Learning and Instruction , vol.20 , Issue.2 , pp. 95-99
    • Van-Gog, T.1    Scheiter, K.2
  • 44
    • 18844441224 scopus 로고    scopus 로고
    • Cognitive load theory and complex learning: Recent developments and future directions
    • J. J. Van-Merrienboer and J. Sweller. Cognitive load theory and complex learning: Recent developments and future directions. Educational psychology review, 17(2):147-177, 2005.
    • (2005) Educational Psychology Review , vol.17 , Issue.2 , pp. 147-177
    • Van-Merrienboer, J.J.1    Sweller, J.2
  • 45
    • 34247330991 scopus 로고    scopus 로고
    • Neuroimaging of cognitive load in instructional multimedia
    • R. R. Whelan. Neuroimaging of cognitive load in instructional multimedia. Educational Research Review, 2(1):1-12, 2007.
    • (2007) Educational Research Review , vol.2 , Issue.1 , pp. 1-12
    • Whelan, R.R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.