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Volumn 107, Issue 3, 2015, Pages 689-704

The worked example effect, the generation effect, and element interactivity

Author keywords

Cognitive load theory; Element interactivity; Expertise reversal effect; Generation effect; Worked example effect

Indexed keywords


EID: 85027920959     PISSN: 00220663     EISSN: 19392176     Source Type: Journal    
DOI: 10.1037/edu0000018     Document Type: Article
Times cited : (98)

References (48)
  • 1
    • 0034195057 scopus 로고    scopus 로고
    • Learning from examples: Instructional principles from the worked example research
    • Atkinson, R. K., Derry, S. J., Renkl, A., & Wortham, D. (2000). Learning from examples: Instructional principles from the worked example research. Review of Educational Research, 70, 181-214. http://dx.doi.org/10.3102/00346543070002181
    • (2000) Review of Educational Research , vol.70 , pp. 181-214
    • Atkinson, R.K.1    Derry, S.J.2    Renkl, A.3    Wortham, D.4
  • 2
    • 0010160358 scopus 로고
    • Some psychological and educational limitations of learning by discovery
    • Ausubel, D. P. (1964). Some psychological and educational limitations of learning by discovery. The Arithmetic Teacher, 11, 290-302.
    • (1964) The Arithmetic Teacher , vol.11 , pp. 290-302
    • Ausubel, D.P.1
  • 4
    • 34250856203 scopus 로고    scopus 로고
    • The generation effect: A meta-analytic review
    • Bertsch, S., Pesta, B. J., Wiscott, R., & McDaniel, M. A. (2007). The generation effect: A meta-analytic review. Memory & Cognition, 35, 201-210. http://dx.doi.org/10.3758/BF03193441
    • (2007) Memory & Cognition , vol.35 , pp. 201-210
    • Bertsch, S.1    Pesta, B.J.2    Wiscott, R.3    McDaniel, M.A.4
  • 5
    • 84948512218 scopus 로고
    • Cognitive load theory and the format of instruction
    • Chandler, P., & Sweller, J. (1991). Cognitive load theory and the format of instruction. Cognition and Instruction, 8, 293-332. http://dx.doi.org/10.1207/s1532690xci0804_2
    • (1991) Cognition and Instruction , vol.8 , pp. 293-332
    • Chandler, P.1    Sweller, J.2
  • 7
    • 0001399281 scopus 로고
    • Effects of schema acquisition and rule automation on mathematical problem-solving transfer
    • Cooper, G., & Sweller, J. (1987). Effects of schema acquisition and rule automation on mathematical problem-solving transfer. Journal of Educational Psychology, 79, 347-362. http://dx.doi.org/10.1037/0022-0663.79.4.347
    • (1987) Journal of Educational Psychology , vol.79 , pp. 347-362
    • Cooper, G.1    Sweller, J.2
  • 8
    • 84981263306 scopus 로고    scopus 로고
    • The magical number 4 in short-term memory: A reconsideration of mental storage capacity
    • Cowan, N. (2001). The magical number 4 in short-term memory: A reconsideration of mental storage capacity. Behavioral and Brain Sciences, 24, 87-114. http://dx.doi.org/10.1017/S0140525X01003922
    • (2001) Behavioral and Brain Sciences , vol.24 , pp. 87-114
    • Cowan, N.1
  • 9
    • 0742328338 scopus 로고
    • Directed versus independent discovery of established relations
    • Craig, R. (1956). Directed versus independent discovery of established relations. Journal of Educational Psychology, 47, 223-235. http://dx.doi.org/10.1037/h0046768
    • (1956) Journal of Educational Psychology , vol.47 , pp. 223-235
    • Craig, R.1
  • 10
    • 34248944813 scopus 로고
    • Depth of processing and the retention of words in episodic memory
    • Craik, F. I., & Tulving, E. (1975). Depth of processing and the retention of words in episodic memory. Journal of Experimental Psychology: General, 104, 268-294. http://dx.doi.org/10.1037/0096-3445.104.3.268
    • (1975) Journal of Experimental Psychology: General , vol.104 , pp. 268-294
    • Craik, F.I.1    Tulving, E.2
  • 12
    • 0029287202 scopus 로고
    • Long-term working memory
    • Ericsson, K. A., & Kintsch, W. (1995). Long-term working memory. Psychological Review, 102, 211-245. http://dx.doi.org/10.1037/0033-295X.102.2.211
    • (1995) Psychological Review , vol.102 , pp. 211-245
    • Ericsson, K.A.1    Kintsch, W.2
  • 13
    • 0017251141 scopus 로고
    • The attentional demands of mnemonic control processes
    • Griffith, D. (1976). The attentional demands of mnemonic control processes. Memory & Cognition, 4, 103-108. http://dx.doi.org/10.3758/BF03213261
    • (1976) Memory & Cognition , vol.4 , pp. 103-108
    • Griffith, D.1
  • 14
    • 0000152174 scopus 로고
    • Effects of decision difficulty on recognition and recall
    • Jacoby, L. L., Craik, F. I., & Begg, I. (1979). Effects of decision difficulty on recognition and recall Journal of Verbal Learning and Verbal Behavior, 18, 585-600. http://dx.doi.org/10.1016/S0022-5371(79)90324-4
    • (1979) Journal of Verbal Learning and Verbal Behavior , vol.18 , pp. 585-600
    • Jacoby, L.L.1    Craik, F.I.2    Begg, I.3
  • 16
    • 0035438174 scopus 로고    scopus 로고
    • When problem solving is superior to studying worked examples
    • Kalyuga, S., Chandler, P., Tuovinen, J., & Sweller, J. (2001). When problem solving is superior to studying worked examples. Journal of Educational Psychology, 93, 579-588. http://dx.doi.org/10.1037/0022-0663.93.3.579
    • (2001) Journal of Educational Psychology , vol.93 , pp. 579-588
    • Kalyuga, S.1    Chandler, P.2    Tuovinen, J.3    Sweller, J.4
  • 17
    • 84938949729 scopus 로고    scopus 로고
    • Comparison of problem-based learning approach and traditional teaching on attitude, misconceptions and mathematics performance of University Students
    • Kazemi, F., & Ghoraishi, M. (2012). Comparison of problem-based learning approach and traditional teaching on attitude, misconceptions and mathematics performance of University Students. Social and Behavioral Sciences, 46, 3852-3856.
    • (2012) Social and Behavioral Sciences , vol.46 , pp. 3852-3856
    • Kazemi, F.1    Ghoraishi, M.2
  • 18
    • 33744807434 scopus 로고    scopus 로고
    • Why minimal guidance during instruction does not work: An analysis of the failure of constructivist, discovery, problem-based, experiential, and inquiry-based teaching
    • Kirschner, P. A., Sweller, J., & Clark, R. E. (2006). Why minimal guidance during instruction does not work: An analysis of the failure of constructivist, discovery, problem-based, experiential, and inquiry-based teaching. Educational Psychologist, 41, 75-86. http://dx.doi.org/10.1207/s15326985ep4102_1
    • (2006) Educational Psychologist , vol.41 , pp. 75-86
    • Kirschner, P.A.1    Sweller, J.2    Clark, R.E.3
  • 20
    • 84969292274 scopus 로고    scopus 로고
    • Measuring cognitive load with electroencephalography and self-report: Focus on the effect of English-medium learning for Korean students
    • Lee, H. (2013). Measuring cognitive load with electroencephalography and self-report: Focus on the effect of English-medium learning for Korean students. Educational Psychology, 1-11.
    • (2013) Educational Psychology , pp. 1-11
    • Lee, H.1
  • 21
    • 0742269292 scopus 로고    scopus 로고
    • Should there be a three-strikes rule against pure discovery learning? The case for guided methods of instruction
    • Mayer, R. E. (2004). Should there be a three-strikes rule against pure discovery learning? The case for guided methods of instruction. American Psychologist, 59, 14-19. http://dx.doi.org/10.1037/0003-066X.59.1.14
    • (2004) American Psychologist , vol.59 , pp. 14-19
    • Mayer, R.E.1
  • 22
    • 0000879193 scopus 로고
    • Memorial consequences of generating nonwords: Implications for semantic-memory interpretations of the generation effect
    • McElroy, L. A., & Slamecka, N. J. (1982). Memorial consequences of generating nonwords: Implications for semantic-memory interpretations of the generation effect. Journal of Verbal Learning and Verbal Behavior, 21, 249-259. http://dx.doi.org/10.1016/S0022-5371(82)90593-X
    • (1982) Journal of Verbal Learning and Verbal Behavior , vol.21 , pp. 249-259
    • McElroy, L.A.1    Slamecka, N.J.2
  • 23
    • 0005574508 scopus 로고
    • Retrieval of internally versus externally generated words in episodic memory
    • McFarland, C. E., Jr., Frey, T. J., & Rhodes, D. D. (1980). Retrieval of internally versus externally generated words in episodic memory. Journal of Verbal Learning and Verbal Behavior, 19, 210-225. http://dx.doi.org/10.1016/S0022-5371(80)90182-6
    • (1980) Journal of Verbal Learning and Verbal Behavior , vol.19 , pp. 210-225
    • McFarland, C.E.1    Frey, T.J.2    Rhodes, D.D.3
  • 24
    • 0039848310 scopus 로고    scopus 로고
    • A procedural explanation of the generation effect for simple and difficult multiplication problems and answers
    • McNamara, D., & Healy, A. (2000). A procedural explanation of the generation effect for simple and difficult multiplication problems and answers. Journal of Memory and Language, 43, 652-679. http://dx.doi.org/10.1006/jmla.2000.2720
    • (2000) Journal of Memory and Language , vol.43 , pp. 652-679
    • McNamara, D.1    Healy, A.2
  • 25
    • 39749093168 scopus 로고
    • The magical number seven plus or minus two: Some limits on our capacity for processing information
    • Miller, G. A. (1956). The magical number seven plus or minus two: Some limits on our capacity for processing information. Psychological Review, 63, 81-97. http://dx.doi.org/10.1037/h0043158
    • (1956) Psychological Review , vol.63 , pp. 81-97
    • Miller, G.A.1
  • 26
    • 33846059680 scopus 로고
    • Training strategies for attaining transfer of problemsolving skill in statistics: A cognitive-load approach
    • Paas, F. (1992). Training strategies for attaining transfer of problemsolving skill in statistics: A cognitive-load approach. Journal of Educational Psychology, 84, 429-434. http://dx.doi.org/10.1037/0022-0663.84.4.429
    • (1992) Journal of Educational Psychology , vol.84 , pp. 429-434
    • Paas, F.1
  • 27
    • 0027853922 scopus 로고
    • The efficiency of instructional conditions: An approach to combine mental-effort and performance measures
    • Paas, F., & van Merrienboer, J. (1993). The efficiency of instructional conditions: An approach to combine mental-effort and performance measures. Human Factors, 35, 737-743.
    • (1993) Human Factors , vol.35 , pp. 737-743
    • Paas, F.1    van Merrienboer, J.2
  • 28
    • 33846580222 scopus 로고
    • Variability of worked examples and transfer of geometrical problem-solving skills: A cognitive-load approach
    • Paas, F., & van Merrienboer, J. (1994). Variability of worked examples and transfer of geometrical problem-solving skills: A cognitive-load approach. Journal of Educational Psychology, 86, 122-133. http://dx.doi.org/10.1037/0022-0663.86.1.122
    • (1994) Journal of Educational Psychology , vol.86 , pp. 122-133
    • Paas, F.1    van Merrienboer, J.2
  • 29
    • 58149454829 scopus 로고
    • Short-term retention of individual verbal items
    • Peterson, L. R., & Peterson, M. J. (1959). Short-term retention of individual verbal items. Journal of Experimental Psychology, 58, 193-198. http://dx.doi.org/10.1037/h0049234
    • (1959) Journal of Experimental Psychology , vol.58 , pp. 193-198
    • Peterson, L.R.1    Peterson, M.J.2
  • 30
    • 0030640252 scopus 로고    scopus 로고
    • Learning from worked-out examples: A study on individual differences
    • Renkl, A. (1997). Learning from worked-out examples: A study on individual differences. Cognitive Science, 21, 1-29. http://dx.doi.org/10.1207/s15516709cog2101_1
    • (1997) Cognitive Science , vol.21 , pp. 1-29
    • Renkl, A.1
  • 31
    • 59049089873 scopus 로고    scopus 로고
    • The worked example-effect: Not an artefact of lousy control conditions
    • Schwonke, R., Renkl, A., Kreig, C., Wittwer, J., Aleven, V., & Salden, R. (2009). The worked example-effect: Not an artefact of lousy control conditions. Computers in Human Behavior, 25, 258-266. http://dx.doi.org/10.1016/j.chb.2008.12.011
    • (2009) Computers in Human Behavior , vol.25 , pp. 258-266
    • Schwonke, R.1    Renkl, A.2    Kreig, C.3    Wittwer, J.4    Aleven, V.5    Salden, R.6
  • 33
    • 0002788226 scopus 로고
    • A simulation of memory for chess positions
    • Simon, H., & Gilmartin, K. (1973). A simulation of memory for chess positions. Cognitive Psychology, 5, 29-46. http://dx.doi.org/10.1016/0010-0285(73)90024-8
    • (1973) Cognitive Psychology , vol.5 , pp. 29-46
    • Simon, H.1    Gilmartin, K.2
  • 36
    • 33846260000 scopus 로고
    • The generation effect as an artifact of selective displaced rehearsal
    • Slamecka, N. J., & Katsaiti, L. T. (1987). The generation effect as an artifact of selective displaced rehearsal. Journal of Memory and Language, 26, 589-607. http://dx.doi.org/10.1016/0749-596X(87)90104-5
    • (1987) Journal of Memory and Language , vol.26 , pp. 589-607
    • Slamecka, N.J.1    Katsaiti, L.T.2
  • 38
    • 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. http://dx.doi.org/10.1207/s15516709cog1202_4
    • (1988) Cognitive Science , vol.12 , pp. 257-285
    • Sweller, J.1
  • 39
    • 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. http://dx.doi.org/10.1016/0959-4752(94)90003-5
    • (1994) Learning and Instruction , vol.4 , pp. 295-312
    • Sweller, J.1
  • 40
    • 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. http://dx.doi.org/10.1007/s10648-010-9128-5
    • (2010) Educational Psychology Review , vol.22 , pp. 123-138
    • Sweller, J.1
  • 42
    • 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. http://dx.doi.org/10.1207/s1532690xci1203_1
    • (1994) Cognition and Instruction , vol.12 , pp. 185-233
    • Sweller, J.1    Chandler, P.2
  • 43
    • 84963474629 scopus 로고
    • The use of worked examples as a substitute for problem solving in learning algebra
    • Sweller, J., & Cooper, G. (1985). The use of worked examples as a substitute for problem solving in learning algebra. Cognition and Instruction, 2, 59-89. http://dx.doi.org/10.1207/s1532690xci0201_3
    • (1985) Cognition and Instruction , vol.2 , pp. 59-89
    • Sweller, J.1    Cooper, G.2
  • 44
    • 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
  • 46
    • 84899905881 scopus 로고    scopus 로고
    • Domain-specific knowledge and why teaching generic skills does not work
    • Tricot, A., & Sweller, J. (2014). Domain-specific knowledge and why teaching generic skills does not work. Educational Psychology Review, 26, 265-283. http://dx.doi.org/10.1007/s10648-013-9243-1
    • (2014) Educational Psychology Review , vol.26 , pp. 265-283
    • Tricot, A.1    Sweller, J.2
  • 48
    • 18844441224 scopus 로고    scopus 로고
    • Cognitive load theory and complex learning: Recent developments and future directions
    • van Merriënboer, J. J. G., & Sweller, J. (2005). Cognitive load theory and complex learning: Recent developments and future directions. Educational Psychology Review, 17, 147-177. http://dx.doi.org/10.1007/s10648-005-3951-0
    • (2005) Educational Psychology Review , vol.17 , pp. 147-177
    • van Merriënboer, J.J.G.1    Sweller, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.