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Volumn 35, Issue 4, 2023, Pages

Are Inductive Teaching Methods Compatible with Cognitive Load Theory?

Author keywords

4C ID; Deductive teaching; Expository instruction; Inductive teaching; Inquisitory instruction; Problem based learning; Problem solving; Productive failure

Indexed keywords


EID: 85177651479     PISSN: 1040726X     EISSN: 1573336X     Source Type: Journal    
DOI: 10.1007/s10648-023-09828-z     Document Type: Article
Times cited : (3)

References (111)
  • 1
    • 85039743866 scopus 로고    scopus 로고
    • Reinventing discovery learning: A field-wide research program
    • Abrahamson, D., & Kapur, M. (2018). Reinventing discovery learning: A field-wide research program. Instructional Science, 46(1), 1–10. 10.1007/s11251-017-9444-y DOI: 10.1007/s11251-017-9444-y
    • (2018) Instructional Science , vol.46 , Issue.1 , pp. 1-10
    • Abrahamson, D.1    Kapur, M.2
  • 3
    • 85078429787 scopus 로고    scopus 로고
    • Forms of inquiry-based science instruction and their relations with learning outcomes: Evidence from high and low-performing education systems
    • Anindito, A., & Eckhard, K. (2020). Forms of inquiry-based science instruction and their relations with learning outcomes: Evidence from high and low-performing education systems. International Journal of Science Education, 42, 1–22. 10.1080/09500693.2020.1716093 DOI: 10.1080/09500693.2020.1716093
    • (2020) International Journal of Science Education , vol.42 , pp. 1-22
    • Anindito, A.1    Eckhard, K.2
  • 4
    • 85070233348 scopus 로고    scopus 로고
    • Problem-solving or explicit instruction: Which should go first when element interactivity is high?
    • Ashman, G., Kalyuga, S., & Sweller, J. (2020). Problem-solving or explicit instruction: Which should go first when element interactivity is high? Educational Psychology Review, 32, 229–247. 10.1007/s10648-019-09500-5 DOI: 10.1007/s10648-019-09500-5
    • (2020) Educational Psychology Review , vol.32 , pp. 229-247
    • Ashman, G.1    Kalyuga, S.2    Sweller, J.3
  • 5
    • 0034195057 scopus 로고    scopus 로고
    • (2000). Learning from examples: Instructional principles from the worked examples research
    • Atkinson, R. K., Derry, S. J., Renkl, A., & Wortham, D. (2000). (2000). Learning from examples: Instructional principles from the worked examples research. Review of Educational Research., 70(2), 181–214. 10.3102/00346543070002181 DOI: 10.3102/00346543070002181
    • (2000) Review of Educational Research. , vol.70 , Issue.2 , pp. 181-214
    • Atkinson, R.K.1    Derry, S.J.2    Renkl, A.3    Wortham, D.4
  • 6
    • 84979320425 scopus 로고
    • Adults versus children in second-language learning: Psychological considerations
    • Ausubel, D. P. (1964). Adults versus children in second-language learning: Psychological considerations. The Modern Language Journal, 48(7), 420–424. 10.1111/j.1540-4781.1964.tb04523.x DOI: 10.1111/j.1540-4781.1964.tb04523.x
    • (1964) The Modern Language Journal , vol.48 , Issue.7 , pp. 420-424
    • Ausubel, D.P.1
  • 7
    • 85177671778 scopus 로고
    • Holt R, (ed), Holt,Rinehart & Winston of CaLtd, Retrieved from https://books.google.com/books/about/Educational_Psychology.html?hl=es&id=HINpAAAAMAAJ
    • Ausubel, D. P. (1968). In R. Holt & Winston (Eds.), Educational psychology: A cognitive view (p. 685). Holt,Rinehart & Winston of Canada Ltd Retrieved from https://books.google.com/books/about/Educational_Psychology.html?hl=es&id=HINpAAAAMAAJ
    • (1968) Educational psychology: A cognitive view , pp. 685
    • Ausubel, D.P.1
  • 8
    • 38249003863 scopus 로고
    • Why goal-free problems can facilitate learning
    • Ayres, P. (1993). Why goal-free problems can facilitate learning. Contemporary Educational Psychology, 18, 376–381. 10.1006/ceps.1993.1027 DOI: 10.1006/ceps.1993.1027
    • (1993) Contemporary Educational Psychology , vol.18 , pp. 376-381
    • Ayres, P.1
  • 10
    • 85141361980 scopus 로고    scopus 로고
    • Designing novel activities before instruction: Use of contrasting cases and a rich dataset
    • Bego, C. R., Chastain, R. J., & DeCaro, M. S. (2023). Designing novel activities before instruction: Use of contrasting cases and a rich dataset. British Journal of Educational Psychology, 93, 299–317. 10.1111/bjep.12555 DOI: 10.1111/bjep.12555
    • (2023) British Journal of Educational Psychology , vol.93 , pp. 299-317
    • Bego, C.R.1    Chastain, R.J.2    DeCaro, M.S.3
  • 11
    • 84939175735 scopus 로고    scopus 로고
    • Effects of learning content in context on knowledge acquisition and recall: A pretest-posttest control group design
    • Bergman, E., de Bruin, A., Vorstenbosch, M., Kooloos, J., Puts, G., Leppink, J., Scherpbier, A., & Van der Vleuten, C. (2015). Effects of learning content in context on knowledge acquisition and recall: A pretest-posttest control group design. BMC Medical Education, 15, 133. 10.1186/s12909-015-0416-0 DOI: 10.1186/s12909-015-0416-0
    • (2015) BMC Medical Education , vol.15 , pp. 133
    • Bergman, E.1    de Bruin, A.2    Vorstenbosch, M.3    Kooloos, J.4    Puts, G.5    Leppink, J.6    Scherpbier, A.7    Van der Vleuten, C.8
  • 12
    • 0004146270 scopus 로고
    • Harvard University Press
    • Bruner, J. S. (1960). The process of education. Harvard University Press. 10.2307/j.ctvk12qst DOI: 10.2307/j.ctvk12qst
    • (1960) The process of education
    • Bruner, J.S.1
  • 13
    • 85075860042 scopus 로고    scopus 로고
    • Exploring factors influencing the effectiveness of explicit instruction first and problem-solving first approaches
    • Chen, O., & Kalyuga, S. (2020). Exploring factors influencing the effectiveness of explicit instruction first and problem-solving first approaches. European Journal of Psychology of Education, 35, 607–624. 10.1007/s10212-019-00445-5 DOI: 10.1007/s10212-019-00445-5
    • (2020) European Journal of Psychology of Education , vol.35 , pp. 607-624
    • Chen, O.1    Kalyuga, S.2
  • 15
    • 85160959661 scopus 로고    scopus 로고
    • A cognitive load theory approach to defining and measuring task complexity through element interactivity
    • Chen, O., Paas, F., & Sweller, J. (2023). A cognitive load theory approach to defining and measuring task complexity through element interactivity. Educational Psychology Review, 35, 63. 10.1007/s10648-023-09782-w DOI: 10.1007/s10648-023-09782-w
    • (2023) Educational Psychology Review , vol.35 , pp. 63
    • Chen, O.1    Paas, F.2    Sweller, J.3
  • 16
    • 85106235738 scopus 로고    scopus 로고
    • Comparing alternative sequences of examples and problem-solving tasks: The case of conceptual knowledge
    • Chen, O., Woolcott, G., & Kalyuga, S. (2021). Comparing alternative sequences of examples and problem-solving tasks: The case of conceptual knowledge. Educational and Developmental Psychologist, 38(1), 158–170. 10.1080/20590776.2021.1915098 DOI: 10.1080/20590776.2021.1915098
    • (2021) Educational and Developmental Psychologist , vol.38 , Issue.1 , pp. 158-170
    • Chen, O.1    Woolcott, G.2    Kalyuga, S.3
  • 17
    • 84899920443 scopus 로고    scopus 로고
    • Effects of the physical environment on cognitive load and learning: Towards a new model of cognitive load
    • Choi, H. H., van Merriënboer, J. J. G., & Paas, F. (2014). Effects of the physical environment on cognitive load and learning: Towards a new model of cognitive load. Educational Psychology Review, 26(2), 225–244. 10.1007/s10648-014-9262-6 DOI: 10.1007/s10648-014-9262-6
    • (2014) Educational Psychology Review , vol.26 , Issue.2 , pp. 225-244
    • Choi, H.H.1    van Merriënboer, J.J.G.2    Paas, F.3
  • 18
    • 58049220875 scopus 로고    scopus 로고
    • Designing and implementing a case-based learning environment for enhancing ill-structured problem solving: Classroom management problems for prospective teachers
    • Choi, I., & Lee, K. (2009). Designing and implementing a case-based learning environment for enhancing ill-structured problem solving: Classroom management problems for prospective teachers. Education Tech Research Development, 57, 99–129. 10.1007/s11423-008-9089-2 DOI: 10.1007/s11423-008-9089-2
    • (2009) Education Tech Research Development , vol.57 , pp. 99-129
    • Choi, I.1    Lee, K.2
  • 19
    • 84874677236 scopus 로고    scopus 로고
    • Putting students on the path to learning: The case for fully guided instruction
    • Clark, R. E., Kirschner, P. A., & Sweller, J. (2012). Putting students on the path to learning: The case for fully guided instruction. American Educator, 36(1), 6–11. https://link.gale.com/apps/doc/A297041001/AONE?u=deakin&sid=bookmark-AONE&xid=b8becc25
    • (2012) American Educator , vol.36 , Issue.1 , pp. 6-11
    • Clark, R.E.1    Kirschner, P.A.2    Sweller, J.3
  • 20
    • 85048674336 scopus 로고    scopus 로고
    • Cognitive and sociocultural perspective on learning: Tensions and synergy in the cognitive and sociocultural perspective on learning: Tensions and synergy in the learning sciences
    • Fischer F, Hmelo-Silver CE, Goldman SR, Reimann P, (eds), Routledge
    • Danish, J. A., & Gresalfi, M. (2018). Cognitive and sociocultural perspective on learning: Tensions and synergy in the cognitive and sociocultural perspective on learning: Tensions and synergy in the learning sciences. In F. Fischer, C. E. Hmelo-Silver, S. R. Goldman, & P. Reimann (Eds.), International handbook of the learning sciences (pp. 33–43). Routledge. 10.4324/9781315617572 DOI: 10.4324/9781315617572
    • (2018) International handbook of the learning sciences , pp. 33-43
    • Danish, J.A.1    Gresalfi, M.2
  • 21
    • 85169918905 scopus 로고    scopus 로고
    • Bringing exploratory learning online: Problem-solving before instruction improves remote undergraduate physics learning
    • https://doi.org/10.3389/feduc.2023.1215975
    • DeCaro, M. S., Isaacs, R. A., Bego, C. R., & Chastain, R. J. (2023). Bringing exploratory learning online: Problem-solving before instruction improves remote undergraduate physics learning. Frontiers in Education, 8. 10.3389/feduc.2023.1215975
    • (2023) Frontiers in Education , vol.8
    • DeCaro, M.S.1    Isaacs, R.A.2    Bego, C.R.3    Chastain, R.J.4
  • 22
    • 34249066682 scopus 로고    scopus 로고
    • Anxiety and cognitive performance: Attentional control theory
    • Eysenck, M. W., Derakshan, N., Santos, R., & Calvo, M. G. (2007). Anxiety and cognitive performance: Attentional control theory. Emotion, 7(2), 336–353. 10.1037/1528-3542.7.2.336 DOI: 10.1037/1528-3542.7.2.336
    • (2007) Emotion , vol.7 , Issue.2 , pp. 336-353
    • Eysenck, M.W.1    Derakshan, N.2    Santos, R.3    Calvo, M.G.4
  • 23
    • 85026724418 scopus 로고    scopus 로고
    • Principles for task-centered instruction
    • Reigeluth CM, Beatty BJ, Myers RD, (eds), Routledge
    • Francom, G. M. (2017). Principles for task-centered instruction. In C. M. Reigeluth, B. J. Beatty, & R. D. Myers (Eds.), Instructional design theories and models: The learner-centered paradigm of education (Vol. 4, pp. 65–91). Routledge. 10.4324/9781315795478 DOI: 10.4324/9781315795478
    • (2017) Instructional design theories and models: The learner-centered paradigm of education , vol.4 , pp. 65-91
    • Francom, G.M.1
  • 24
    • 84962460775 scopus 로고    scopus 로고
    • Completion strategy or emphasis manipulation? Task support for teaching information problem solving
    • Frerejean, J., van Strien, J. L. H., Kirschner, P. A., & Brand-Gruwel, S. (2016). Completion strategy or emphasis manipulation? Task support for teaching information problem solving. Computers in Human Behavior, 62, 90–104. 10.1016/j.chb.2016.03.048 DOI: 10.1016/j.chb.2016.03.048
    • (2016) Computers in Human Behavior , vol.62 , pp. 90-104
    • Frerejean, J.1    van Strien, J.L.H.2    Kirschner, P.A.3    Brand-Gruwel, S.4
  • 25
    • 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(1), 33–58. 10.1023/B:TRUC.0000021809.10236.71 DOI: 10.1023/B:TRUC.0000021809.10236.71
    • (2004) Instructional Science , vol.32 , Issue.1 , pp. 33-58
    • Gerjets, P.1    Scheiter, K.2    Catrambone, R.3
  • 26
    • 85126367412 scopus 로고    scopus 로고
    • How preparation-for-learning with a worked versus an open inventing problem affect subsequent learning processes in pre-service teachers
    • Glogger-Frey, I., Treier, A. K., & Renkl, A. (2022). How preparation-for-learning with a worked versus an open inventing problem affect subsequent learning processes in pre-service teachers. Instructional Science, 50, 451–473. 10.1007/s11251-022-09577-6 DOI: 10.1007/s11251-022-09577-6
    • (2022) Instructional Science , vol.50 , pp. 451-473
    • Glogger-Frey, I.1    Treier, A.K.2    Renkl, A.3
  • 27
    • 0012868468 scopus 로고
    • On the derivation of instructional applications from cognitive theories: Commentary on Chandler and Sweller
    • Goldman, S. R. (1991). On the derivation of instructional applications from cognitive theories: Commentary on Chandler and Sweller. Cognition and Instruction, 8(4), 333–342. 10.1207/s1532690xci0804_3 DOI: 10.1207/s1532690xci0804_3
    • (1991) Cognition and Instruction , vol.8 , Issue.4 , pp. 333-342
    • Goldman, S.R.1
  • 28
    • 34347331274 scopus 로고    scopus 로고
    • Scaffolding and achievement in problem-based and inquiry learning: A response to Kirschner, Sweller, and Clark
    • Hmelo-Silver, C. E., Duncan, R. G., & Chinn, C. A. (2007). Scaffolding and achievement in problem-based and inquiry learning: A response to Kirschner, Sweller, and Clark. Educational Psychologist, 42(2), 99–107. 10.1080/00461520701263368 DOI: 10.1080/00461520701263368
    • (2007) Educational Psychologist , vol.42 , Issue.2 , pp. 99-107
    • Hmelo-Silver, C.E.1    Duncan, R.G.2    Chinn, C.A.3
  • 29
    • 84901204022 scopus 로고    scopus 로고
    • Effects of creating video-based modelling examples on learning and transfer
    • Hoogerheide, V., Loyens, S. M. M., & van Gog, T. (2014). Effects of creating video-based modelling examples on learning and transfer. Learning and Instruction, 33, 108–119. 10.1016/j.learninstruc.2014.04.005 DOI: 10.1016/j.learninstruc.2014.04.005
    • (2014) Learning and Instruction , vol.33 , pp. 108-119
    • Hoogerheide, V.1    Loyens, S.M.M.2    van Gog, T.3
  • 30
    • 70349304394 scopus 로고    scopus 로고
    • Combining cognitive and affective support in order to promote learning
    • Huk, T., & Ludwig, S. (2009). Combining cognitive and affective support in order to promote learning. Learning and Instruction, 19, 495–505. 10.1016/j.learninstruc.2008.09.001 DOI: 10.1016/j.learninstruc.2008.09.001
    • (2009) Learning and Instruction , vol.19 , pp. 495-505
    • Huk, T.1    Ludwig, S.2
  • 31
    • 85073491081 scopus 로고    scopus 로고
    • Problem design in PBL
    • Moallem M, Hung W, Dabbagh N, (eds
    • Hung, W. (2019). Problem design in PBL. In M. Moallem, W. Hung, & N. Dabbagh (Eds.), In The Wiley handbook of problem-based learning. 10.1002/9781119173243.ch11 DOI: 10.1002/9781119173243.ch11
    • (2019) In The Wiley handbook of problem-based learning
    • Hung, W.1
  • 32
    • 85076199714 scopus 로고    scopus 로고
    • A review to identify key perspectives in PBL meta-analyses and reviews: Trends, gaps, and future research directions
    • Hung, W., Dolmans, D. H., & van Merriënboer, J. J. G. (2019). A review to identify key perspectives in PBL meta-analyses and reviews: Trends, gaps, and future research directions. Advances in Health Sciences Education, 24(5), 943–957. 10.1007/s10459-019-09945-x DOI: 10.1007/s10459-019-09945-x
    • (2019) Advances in Health Sciences Education , vol.24 , Issue.5 , pp. 943-957
    • Hung, W.1    Dolmans, D.H.2    van Merriënboer, J.J.G.3
  • 33
    • 85088093783 scopus 로고    scopus 로고
    • Assistance that fades in improves learning better than assistance that fades out
    • Jennings, J., & Muldner, K. (2020). Assistance that fades in improves learning better than assistance that fades out. Instructional Science, 48, 371–394. 10.1007/s11251-020-09520-7 DOI: 10.1007/s11251-020-09520-7
    • (2020) Instructional Science , vol.48 , pp. 371-394
    • Jennings, J.1    Muldner, K.2
  • 34
    • 84903214294 scopus 로고    scopus 로고
    • Reconciling a human cognitive architecture
    • Tobias S, (ed), Routledge
    • Jonassen, D. (2009). Reconciling a human cognitive architecture. In S. Tobias (Ed.), Constructivist instruction: Success or failure? (pp. 13–33). Routledge.
    • (2009) Constructivist instruction: Success or failure? , pp. 13-33
    • Jonassen, D.1
  • 35
    • 0034551957 scopus 로고    scopus 로고
    • Toward a design theory of problem solving
    • Jonassen, D. H. (2000). Toward a design theory of problem solving. Educational Technology Research and Development, 48(4), 63–85. 10.1007/BF02300500 DOI: 10.1007/BF02300500
    • (2000) Educational Technology Research and Development , vol.48 , Issue.4 , pp. 63-85
    • Jonassen, D.H.1
  • 37
    • 0037412683 scopus 로고    scopus 로고
    • The expertise reversal effect
    • Kalyuga, S., Ayres, P., Chandler, P., & Sweller, J. (2003). The expertise reversal effect. Educational Psychologist, 38(1), 23–31. 10.1207/S15326985EP3801_4 DOI: 10.1207/S15326985EP3801_4
    • (2003) Educational Psychologist , vol.38 , Issue.1 , pp. 23-31
    • Kalyuga, S.1    Ayres, P.2    Chandler, P.3    Sweller, J.4
  • 38
    • 84950293640 scopus 로고    scopus 로고
    • Rethinking the boundaries of cognitive load theory in complex learning
    • Kalyuga, S., & Singh, A. M. (2016). Rethinking the boundaries of cognitive load theory in complex learning. Educational Psychology Review, 28, 831–852. 10.1007/s10648-015-9352-0 DOI: 10.1007/s10648-015-9352-0
    • (2016) Educational Psychology Review , vol.28 , pp. 831-852
    • Kalyuga, S.1    Singh, A.M.2
  • 39
    • 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. 10.1037/0022-0663.96.3.558 DOI: 10.1037/0022-0663.96.3.558
    • (2004) Journal of Educational Psychology , vol.96 , pp. 558-568
    • Kalyuga, S.1    Sweller, J.2
  • 40
    • 46849100254 scopus 로고    scopus 로고
    • Productive failure
    • Kapur, M. (2008). Productive failure. Cognition and Instruction, 26, 379–424. 10.1080/07370000802212669 DOI: 10.1080/07370000802212669
    • (2008) Cognition and Instruction , vol.26 , pp. 379-424
    • Kapur, M.1
  • 41
    • 84964061245 scopus 로고    scopus 로고
    • Examining productive failure, productive success, unproductive failure, and unproductive success in learning
    • Kapur, M. (2016). Examining productive failure, productive success, unproductive failure, and unproductive success in learning. Educational Psychologist, 51(2), 289–299. 10.1080/00461520.2016.1155457 DOI: 10.1080/00461520.2016.1155457
    • (2016) Educational Psychologist , vol.51 , Issue.2 , pp. 289-299
    • Kapur, M.1
  • 42
    • 85107941127 scopus 로고    scopus 로고
    • Effective collaboration in the productive failure process
    • Kerrigan, J., Keith, W., & Clark, C. (2021). Effective collaboration in the productive failure process. The Journal of Mathematical Behavior, 63, 100892. 10.1016/j.jmathb.2021.100892 DOI: 10.1016/j.jmathb.2021.100892
    • (2021) The Journal of Mathematical Behavior , vol.63 , pp. 100892
    • Kerrigan, J.1    Keith, W.2    Clark, C.3
  • 43
    • 34748835967 scopus 로고    scopus 로고
    • Scripting collaborative learning processes: A cognitive perspective
    • In F. Fischer, I. Kollar, H. Mandl, & J. M. Haake (Eds.),). Computer-Supported Collaborative Learning. Springer
    • King, A. (2007). Scripting collaborative learning processes: A cognitive perspective. In F. Fischer, I. Kollar, H. Mandl, & J. M. Haake (Eds.), Scripting computer-supported collaborative learning (Vol. 6). Computer-Supported Collaborative Learning. Springer. https://doi.org/10.1007/978-0-387-36949-5_2
    • (2007) Scripting Computer-Supported Collaborative Learning ( , vol.6
    • King, A.1
  • 44
    • 61449213872 scopus 로고    scopus 로고
    • A cognitive-load approach to collaborative learning: United brains for complex tasks
    • Kirschner, F., Paas, F., & Kirschner, P. A. (2009). A cognitive-load approach to collaborative learning: United brains for complex tasks. Educational Psychology Review, 21, 31–42. 10.1007/s10648-008-9095-2 DOI: 10.1007/s10648-008-9095-2
    • (2009) Educational Psychology Review , vol.21 , pp. 31-42
    • Kirschner, F.1    Paas, F.2    Kirschner, P.A.3
  • 45
    • 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, 46(2), 75–86. 10.1207/s15326985ep4102_1 DOI: 10.1207/s15326985ep4102_1
    • (2006) Educational Psychologist , vol.46 , Issue.2 , pp. 75-86
    • Kirschner, P.A.1    Sweller, J.2    Clark, R.E.3
  • 47
    • 84908913863 scopus 로고    scopus 로고
    • To every thing there is a season, and a time to every purpose under the heavens. What about direct instruction?
    • Tobias S, (ed), Routledge
    • Klahr, D. (2009). To every thing there is a season, and a time to every purpose under the heavens. What about direct instruction? In S. Tobias (Ed.), Constructivist instruction: Success or failure? (pp. 292–310). Routledge.
    • (2009) Constructivist instruction: Success or failure? , pp. 292-310
    • Klahr, D.1
  • 48
    • 84863442345 scopus 로고    scopus 로고
    • The knowledge-learning-instruction framework: Bridging the science-practice chasm to enhance robust student learning
    • Koedinger, K. R., Corbett, A. T., & Perfetti, C. (2012). The knowledge-learning-instruction framework: Bridging the science-practice chasm to enhance robust student learning. Cognitive Science, 36(5), 757–798. DOI: 10.1111/j.1551-6709.2012.01245.x
    • (2012) Cognitive Science , vol.36 , Issue.5 , pp. 757-798
    • Koedinger, K.R.1    Corbett, A.T.2    Perfetti, C.3
  • 49
    • 34347345012 scopus 로고    scopus 로고
    • Is direct instruction an answer to the right question?
    • Kuhn, D. (2007). Is direct instruction an answer to the right question? Educational Psychologist, 42(2), 109–113. 10.1080/00461520701263376 DOI: 10.1080/00461520701263376
    • (2007) Educational Psychologist , vol.42 , Issue.2 , pp. 109-113
    • Kuhn, D.1
  • 50
    • 84979622944 scopus 로고    scopus 로고
    • Meta-analysis of inquiry-based learning: Effects of guidance
    • Lazonder, A. W., & Harmsen, R. (2016). Meta-analysis of inquiry-based learning: Effects of guidance. Review of Educational Research, 86, 681–718. 10.3102/0034654315627366 DOI: 10.3102/0034654315627366
    • (2016) Review of Educational Research , vol.86 , pp. 681-718
    • Lazonder, A.W.1    Harmsen, R.2
  • 51
    • 84938960220 scopus 로고    scopus 로고
    • Collaboration, intragroup conflict, and social skills in project-based learning
    • Lee, D., Huh, Y., & Reigeluth, C. M. (2015). Collaboration, intragroup conflict, and social skills in project-based learning. Instructional Science, 43, 561–590. 10.1007/s11251-015-9348-7 DOI: 10.1007/s11251-015-9348-7
    • (2015) Instructional Science , vol.43 , pp. 561-590
    • Lee, D.1    Huh, Y.2    Reigeluth, C.M.3
  • 52
    • 85028271636 scopus 로고    scopus 로고
    • Learning problem-solving rules as search through a hypothesis space
    • Lee, H. S., Betts, S., & Anderson, J. R. (2016). Learning problem-solving rules as search through a hypothesis space. Cognitive Science, 40, 1036–1079. 10.1111/cogs.12275 DOI: 10.1111/cogs.12275
    • (2016) Cognitive Science , vol.40 , pp. 1036-1079
    • Lee, H.S.1    Betts, S.2    Anderson, J.R.3
  • 53
    • 84995370964 scopus 로고    scopus 로고
    • Instruction-first and problem-solving-first approaches: Alternative pathways to learning complex tasks
    • Likourezos, V., & Kalyuga, S. (2017). Instruction-first and problem-solving-first approaches: Alternative pathways to learning complex tasks. Instructional Science, 45, 195–219. 10.1007/s11251-016-9399-4 DOI: 10.1007/s11251-016-9399-4
    • (2017) Instructional Science , vol.45 , pp. 195-219
    • Likourezos, V.1    Kalyuga, S.2
  • 54
    • 85062455823 scopus 로고    scopus 로고
    • How to make failure productive: Fostering learning from errors through elaboration prompts
    • Loibl, K., & Leuders, T. (2019). How to make failure productive: Fostering learning from errors through elaboration prompts. Learning and Instruction, 62, 1–10. 10.1016/j.learninstruc.2019.03.002 DOI: 10.1016/j.learninstruc.2019.03.002
    • (2019) Learning and Instruction , vol.62 , pp. 1-10
    • Loibl, K.1    Leuders, T.2
  • 55
    • 85169507369 scopus 로고    scopus 로고
    • Problem-solving prior to instruction in learning motor skills - initial self-determined practice improves javelin throwing performance
    • https://doi.org/10.1016/j.learninstruc.2023.101828
    • Loibl, K., & Leukel, C. (2023). Problem-solving prior to instruction in learning motor skills - initial self-determined practice improves javelin throwing performance. Learning and Instruction, 88. 10.1016/j.learninstruc.2023.101828
    • (2023) Learning and Instruction , vol.88
    • Loibl, K.1    Leukel, C.2
  • 56
    • 85081566351 scopus 로고    scopus 로고
    • The effect of contrasting cases during problem solving prior to and after instruction
    • Loibl, K., Marcel, T., Rummel, N., & van Gog, T. (2020). The effect of contrasting cases during problem solving prior to and after instruction. Instructional Science, 48, 115–136. 10.1007/s11251-020-09504-7 DOI: 10.1007/s11251-020-09504-7
    • (2020) Instructional Science , vol.48 , pp. 115-136
    • Loibl, K.1    Marcel, T.2    Rummel, N.3    van Gog, T.4
  • 57
    • 84978539269 scopus 로고    scopus 로고
    • Towards a theory of when and how problem solving followed by instruction supports learning
    • Loibl, K., Roll, I., & Rummel, N. (2017). Towards a theory of when and how problem solving followed by instruction supports learning. Educational Psychology Review, 29, 693–715. 10.1007/s10648-016-9379-x DOI: 10.1007/s10648-016-9379-x
    • (2017) Educational Psychology Review , vol.29 , pp. 693-715
    • Loibl, K.1    Roll, I.2    Rummel, N.3
  • 58
    • 51749103524 scopus 로고    scopus 로고
    • Understanding the effects of constructivist learning environments: Introducing a multi-directional approach
    • Loyens, S. M. M., & Gijbels, D. (2008). Understanding the effects of constructivist learning environments: Introducing a multi-directional approach. Instructional Science, 36, 351–357. 10.1007/s11251-008-9059-4 DOI: 10.1007/s11251-008-9059-4
    • (2008) Instructional Science , vol.36 , pp. 351-357
    • Loyens, S.M.M.1    Gijbels, D.2
  • 59
    • 0742269292 scopus 로고    scopus 로고
    • Should there be a three-strikes rule against pure discovery learning?
    • Mayer, R. E. (2004). Should there be a three-strikes rule against pure discovery learning? American Psychologist, 59(1), 14–19. 10.1037/0003-066X.59.1.14 DOI: 10.1037/0003-066X.59.1.14
    • (2004) American Psychologist , vol.59 , Issue.1 , pp. 14-19
    • Mayer, R.E.1
  • 60
    • 0141671600 scopus 로고
    • Structural differences between outcomes produced by different instructional methods
    • Mayer, R. E., & Greeno, J. G. (1972). Structural differences between outcomes produced by different instructional methods. Journal of Educational Psychology, 63(2), 165–173. 10.1037/h0032654 DOI: 10.1037/h0032654
    • (1972) Journal of Educational Psychology , vol.63 , Issue.2 , pp. 165-173
    • Mayer, R.E.1    Greeno, J.G.2
  • 61
    • 84958521202 scopus 로고    scopus 로고
    • Exploring the assistance dilemma: Comparing instructional support in examples and problems
    • Trausan-Matu S, Boyer KE, Crosby M, Panourgia K, (eds), Lecture Notes Computer Science, Springer
    • McLaren, B. M., van Gog, T., Ganoe, C., Yaron, D., & Karabinos, M. (2014). Exploring the assistance dilemma: Comparing instructional support in examples and problems. In S. Trausan-Matu, K. E. Boyer, M. Crosby, & K. Panourgia (Eds.), Intelligent tutoring systems. ITS 2014 (Lecture Notes in Computer Science) (Vol. 8474). Springer. 10.1007/978-3-319-07221-0_44 DOI: 10.1007/978-3-319-07221-0_44
    • (2014) Intelligent tutoring systems. ITS 2014 , vol.8474
    • McLaren, B.M.1    van Gog, T.2    Ganoe, C.3    Yaron, D.4    Karabinos, M.5
  • 62
    • 85061641299 scopus 로고    scopus 로고
    • Facilitating learning in an interactive science simulation: The effects of task segmentation guidance on adults’ inquiry-based learning and cognitive load
    • Moon, J. A., & Brockway, D. (2019). Facilitating learning in an interactive science simulation: The effects of task segmentation guidance on adults’ inquiry-based learning and cognitive load. Journal of Research on Technology in Education, 51(1), 77–100. 10.1080/15391523.2019.1566038 DOI: 10.1080/15391523.2019.1566038
    • (2019) Journal of Research on Technology in Education , vol.51 , Issue.1 , pp. 77-100
    • Moon, J.A.1    Brockway, D.2
  • 63
    • 26244466024 scopus 로고    scopus 로고
    • Signs of erosion: Reflections on three decades of problem-based learning at Maastricht University
    • Moust, J. H. C., van Berkel, H. J. M., & Schmidt, H. G. (2005). Signs of erosion: Reflections on three decades of problem-based learning at Maastricht University. Higher Education, 50, 665–683. 10.1007/s10734-004-6371-z DOI: 10.1007/s10734-004-6371-z
    • (2005) Higher Education , vol.50 , pp. 665-683
    • Moust, J.H.C.1    van Berkel, H.J.M.2    Schmidt, H.G.3
  • 64
    • 85096312600 scopus 로고    scopus 로고
    • When failure fails to be productive: Probing the effectiveness of productive failure for learning beyond STEM domains
    • Nachtigall, V., Serova, K., & Rummel, N. (2020). When failure fails to be productive: Probing the effectiveness of productive failure for learning beyond STEM domains. Instructional Science, 48, 651–697. 10.1007/s11251-020-09525-2 DOI: 10.1007/s11251-020-09525-2
    • (2020) Instructional Science , vol.48 , pp. 651-697
    • Nachtigall, V.1    Serova, K.2    Rummel, N.3
  • 65
    • 33646565986 scopus 로고    scopus 로고
    • Process support in learning tasks for acquiring complex cognitive skills in the domain of law
    • Nadolski, R. J., Kirschner, P. A., & van Merriënboer, J. J. G. (2006). Process support in learning tasks for acquiring complex cognitive skills in the domain of law. Learning and Instruction, 16, 266–278. 10.1016/j.learninstruc.2006.03.004 DOI: 10.1016/j.learninstruc.2006.03.004
    • (2006) Learning and Instruction , vol.16 , pp. 266-278
    • Nadolski, R.J.1    Kirschner, P.A.2    van Merriënboer, J.J.G.3
  • 66
    • 85066250015 scopus 로고    scopus 로고
    • Learning by exploring: How much guidance is optimal?
    • Newman, P., & DeCaro, M. (2019). Learning by exploring: How much guidance is optimal? Learning and Instruction, 62, 49–63. 10.1016/j.learninstruc.2019.05.005 DOI: 10.1016/j.learninstruc.2019.05.005
    • (2019) Learning and Instruction , vol.62 , pp. 49-63
    • Newman, P.1    DeCaro, M.2
  • 67
    • 85114868687 scopus 로고    scopus 로고
    • The impact of productive failure on learning performance and cognitive load: Using hypervideo to facilitate online interactions
    • Niu, X., Zhang, J., Xu, K. M., & Wang, X. (2021). The impact of productive failure on learning performance and cognitive load: Using hypervideo to facilitate online interactions. In International Conference on Advanced Learning Technologies (ICALT) (pp. 30–32). 10.1109/ICALT52272.2021.00016 DOI: 10.1109/ICALT52272.2021.00016
    • (2021) International Conference on Advanced Learning Technologies (ICALT) , pp. 30-32
    • Niu, X.1    Zhang, J.2    Xu, K.M.3    Wang, X.4
  • 68
    • 0009984601 scopus 로고
    • The reflective expert and the prenovice: Notes on skill-, rule-and knowledge-based performance in the setting of instruction and training
    • Wiley
    • Olsen, S. E., & Rasmussen, J. (1989). The reflective expert and the prenovice: Notes on skill-, rule-and knowledge-based performance in the setting of instruction and training. In Developing skills with information technology (pp. 9–33). Wiley.
    • (1989) Developing skills with information technology , pp. 9-33
    • Olsen, S.E.1    Rasmussen, J.2
  • 69
    • 85123251595 scopus 로고    scopus 로고
    • Do video modeling and metacognitive prompts improve self-regulated scientific inquiry?
    • Omarchevska, Y., Lachner, A., Richter, J., & Scheiter, K. (2022). Do video modeling and metacognitive prompts improve self-regulated scientific inquiry? Educational Psychology Review, 34, 1025–1061. 10.1007/s10648-021-09652-3 DOI: 10.1007/s10648-021-09652-3
    • (2022) Educational Psychology Review , vol.34 , pp. 1025-1061
    • Omarchevska, Y.1    Lachner, A.2    Richter, J.3    Scheiter, K.4
  • 70
    • 84899963152 scopus 로고    scopus 로고
    • Cognitive load theory: A broader view on the role of memory in learning and education
    • Paas, F., & Ayres, P. (2014). Cognitive load theory: A broader view on the role of memory in learning and education. Educational Psychology Review, 26, 191–195. 10.1007/s10648-014-9263-5 DOI: 10.1007/s10648-014-9263-5
    • (2014) Educational Psychology Review , vol.26 , pp. 191-195
    • Paas, F.1    Ayres, P.2
  • 71
    • 84886971635 scopus 로고    scopus 로고
    • Goal-free effect
    • Seel NM, (ed), Springer
    • Paas, F., & Kirschner, F. (2012). Goal-free effect. In N. M. Seel (Ed.), Encyclopedia of the sciences of learning. Springer. 10.1007/978-1-4419-1428-6_299 DOI: 10.1007/978-1-4419-1428-6_299
    • (2012) Encyclopedia of the sciences of learning
    • Paas, F.1    Kirschner, F.2
  • 72
    • 0030550066 scopus 로고    scopus 로고
    • Differential results of instruction at the preoperational/concrete operational transition
    • Pasnak, R., Hansbarger, A., Dodson, S. L., Hart, J. B., & Blaha, J. (1996). Differential results of instruction at the preoperational/concrete operational transition. Psychology in the Schools, 33(1), 70–83. 10.1002/(sici)1520-6807(199601)33:1%3C70::aid-pits9%3E3.0.co;2-%23 DOI: 10.1002/(sici)1520-6807(199601)33:1%3C70::aid-pits9%3E3.0.co;2-%23
    • (1996) Psychology in the Schools , vol.33 , Issue.1 , pp. 70-83
    • Pasnak, R.1    Hansbarger, A.2    Dodson, S.L.3    Hart, J.B.4    Blaha, J.5
  • 73
    • 33646724062 scopus 로고    scopus 로고
    • Inductive teaching and learning methods: Definitions, comparisons, and research bases
    • Prince, M., & Felder, R. (2006). Inductive teaching and learning methods: Definitions, comparisons, and research bases. Journal of Engineering Education, 95, 123–137. 10.1002/j.2168-9830.2006.tb00884.x DOI: 10.1002/j.2168-9830.2006.tb00884.x
    • (2006) Journal of Engineering Education , vol.95 , pp. 123-137
    • Prince, M.1    Felder, R.2
  • 75
    • 0037412702 scopus 로고    scopus 로고
    • Structuring the transition from example study to problem solving in cognitive skill acquisition: A cognitive load perspective
    • Renkl, A., & Atkinson, R. K. (2003). Structuring the transition from example study to problem solving in cognitive skill acquisition: A cognitive load perspective. Educational Psychologist, 38(1), 15–22. 10.1207/S15326985EP3801_3 DOI: 10.1207/S15326985EP3801_3
    • (2003) Educational Psychologist , vol.38 , Issue.1 , pp. 15-22
    • Renkl, A.1    Atkinson, R.K.2
  • 76
    • 61449140923 scopus 로고    scopus 로고
    • Example-based learning in heuristic domains: A cognitive load theory account
    • Renkl, A., Hilbert, T., & Schworm, S. (2009). Example-based learning in heuristic domains: A cognitive load theory account. Educational Psychology Review, 21(1), 67–78. 10.1007/s10648-008-9093-4 DOI: 10.1007/s10648-008-9093-4
    • (2009) Educational Psychology Review , vol.21 , Issue.1 , pp. 67-78
    • Renkl, A.1    Hilbert, T.2    Schworm, S.3
  • 77
    • 84862116245 scopus 로고    scopus 로고
    • Evaluating metacognitive scaffolding in guided invention activities
    • Roll, I., Holmes, N. G., Day, J., & Bonn, D. (2012). Evaluating metacognitive scaffolding in guided invention activities. Instructional Science, 40(4), 691–710. http://www.jstor.org/stable/43574709 DOI: 10.1007/s11251-012-9208-7
    • (2012) Instructional Science , vol.40 , Issue.4 , pp. 691-710
    • Roll, I.1    Holmes, N.G.2    Day, J.3    Bonn, D.4
  • 78
    • 85042158295 scopus 로고    scopus 로고
    • Improving student expectations of learning in a problem-based environment
    • Rovers, S. F., Clarebout, G., Savelberg, H. H., & van Merriënboer, J. J. G. (2018). Improving student expectations of learning in a problem-based environment. Computers in Human Behavior, 87, 416–423. 10.1016/j.chb.2018.02.016 DOI: 10.1016/j.chb.2018.02.016
    • (2018) Computers in Human Behavior , vol.87 , pp. 416-423
    • Rovers, S.F.1    Clarebout, G.2    Savelberg, H.H.3    van Merriënboer, J.J.G.4
  • 79
    • 34347361637 scopus 로고    scopus 로고
    • Problem-based learning is compatible with human cognitive architecture: Commentary on Kirschner, Sweller and Clark
    • Schmidt, H. G., Loyens, S. M., van Gog, T., & Paas, F. (2007). Problem-based learning is compatible with human cognitive architecture: Commentary on Kirschner, Sweller and Clark. Educational Psychologist, 42(2), 91–97. 10.1080/00461520701263350 DOI: 10.1080/00461520701263350
    • (2007) Educational Psychologist , vol.42 , Issue.2 , pp. 91-97
    • Schmidt, H.G.1    Loyens, S.M.2    van Gog, T.3    Paas, F.4
  • 80
    • 82155170667 scopus 로고    scopus 로고
    • Practicing versus inventing with contrasting cases: The effects of telling first on learning and transfer
    • Schwartz, D., Chase, C., Oppezzo, M., & Chin, D. (2011). Practicing versus inventing with contrasting cases: The effects of telling first on learning and transfer. Journal of Educational Psychology, 103, 759–775. 10.1037/a0025140 DOI: 10.1037/a0025140
    • (2011) Journal of Educational Psychology , vol.103 , pp. 759-775
    • Schwartz, D.1    Chase, C.2    Oppezzo, M.3    Chin, D.4
  • 81
  • 82
    • 3042583333 scopus 로고    scopus 로고
    • Inventing to prepare for future learning: The hidden efficiency of encouraging original student production in statistics instruction
    • Schwartz, D. L., & Martin, T. (2004). Inventing to prepare for future learning: The hidden efficiency of encouraging original student production in statistics instruction. Cognition and Instruction, 22(2), 129–184. 10.1207/s1532690xci2202_1 DOI: 10.1207/s1532690xci2202_1
    • (2004) Cognition and Instruction , vol.22 , Issue.2 , pp. 129-184
    • Schwartz, D.L.1    Martin, T.2
  • 83
    • 84920443695 scopus 로고    scopus 로고
    • Reconsidering prior knowledge
    • Lovett MC, Shah P, (eds), Lawrence Erlbaum Associates Publishers
    • Schwartz, D. L., Sears, D., & Chang, J. (2007). Reconsidering prior knowledge. In M. C. Lovett & P. Shah (Eds.), Thinking with data (pp. 319–344). Lawrence Erlbaum Associates Publishers.
    • (2007) Thinking with data , pp. 319-344
    • Schwartz, D.L.1    Sears, D.2    Chang, J.3
  • 85
    • 85108298771 scopus 로고    scopus 로고
    • When problem solving followed by instruction works: Evidence for productive failure
    • Sinha, T., & Kapur, M. (2021). When problem solving followed by instruction works: Evidence for productive failure. Review of Educational Research, 91, 761–798. 10.3102/00346543211019105 DOI: 10.3102/00346543211019105
    • (2021) Review of Educational Research , vol.91 , pp. 761-798
    • Sinha, T.1    Kapur, M.2
  • 86
    • 85086849275 scopus 로고    scopus 로고
    • Differential benefits of explicit failure-driven and success-driven scaffolding in problem-solving prior to instruction
    • Sinha, T., Kapur, M., West, R., Catasta, M., Hauswirth, M., & Trninic, D. (2020). Differential benefits of explicit failure-driven and success-driven scaffolding in problem-solving prior to instruction. Journal of Educational Psychology, 113, 530–555. 10.1037/edu0000483 DOI: 10.1037/edu0000483
    • (2020) Journal of Educational Psychology , vol.113 , pp. 530-555
    • Sinha, T.1    Kapur, M.2    West, R.3    Catasta, M.4    Hauswirth, M.5    Trninic, D.6
  • 87
    • 85065980379 scopus 로고    scopus 로고
    • Productive failure as an instructional approach to promote future learning
    • Steenhof, N., Woods, N. N., van Gerven, P. W., & Mylopoulos, M. (2019). Productive failure as an instructional approach to promote future learning. Advances in Health Sciences Education, 24(4), 739–749. 10.1007/s10459-019-09895-4 DOI: 10.1007/s10459-019-09895-4
    • (2019) Advances in Health Sciences Education , vol.24 , Issue.4 , pp. 739-749
    • Steenhof, N.1    Woods, N.N.2    van Gerven, P.W.3    Mylopoulos, M.4
  • 88
    • 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. 10.1007/s10648-010-9128-5 DOI: 10.1007/s10648-010-9128-5
    • (2010) Educational Psychology Review , vol.22 , pp. 123-138
    • Sweller, J.1
  • 89
    • 85080834299 scopus 로고    scopus 로고
    • Cognitive load theory and educational technology
    • Sweller, J. (2020). Cognitive load theory and educational technology. Educational Technology Research and Development, 68(1), 1–16. 10.1007/s11423-019-09701-3 DOI: 10.1007/s11423-019-09701-3
    • (2020) Educational Technology Research and Development , vol.68 , Issue.1 , pp. 1-16
    • Sweller, J.1
  • 91
    • 34347345016 scopus 로고    scopus 로고
    • Why minimally guided teaching techniques do not work: A reply to commentaries
    • Sweller, J., Kirschner, P. A., & Clark, R. E. (2007). Why minimally guided teaching techniques do not work: A reply to commentaries. Educational Psychologist, 42(2), 115–121. 10.1080/00461520701263426 DOI: 10.1080/00461520701263426
    • (2007) Educational Psychologist , vol.42 , Issue.2 , pp. 115-121
    • Sweller, J.1    Kirschner, P.A.2    Clark, R.E.3
  • 93
    • 0032395415 scopus 로고    scopus 로고
    • Cognitive architecture and instructional design
    • Sweller, J., van Merriënboer, J. J. G., & Paas, F. (1998). Cognitive architecture and instructional design. Educational Psychology Review, 10, 251–296. 10.1023/A:1022193728205 DOI: 10.1023/A:1022193728205
    • (1998) Educational Psychology Review , vol.10 , pp. 251-296
    • Sweller, J.1    van Merriënboer, J.J.G.2    Paas, F.3
  • 94
    • 85060135298 scopus 로고    scopus 로고
    • Cognitive architecture and instructional design: 20 years later
    • Sweller, J., van Merriënboer, J. J. G., & Paas, F. (2019). Cognitive architecture and instructional design: 20 years later. Educational Psychology Review, 31, 261–292. 10.1007/s10648-019-09465-5 DOI: 10.1007/s10648-019-09465-5
    • (2019) Educational Psychology Review , vol.31 , pp. 261-292
    • Sweller, J.1    van Merriënboer, J.J.G.2    Paas, F.3
  • 95
    • 85069446940 scopus 로고    scopus 로고
    • I know I can, but do I have the time? The role of teachers’ self-efficacy and perceived time constraints in implementing cognitive-activation strategies in science
    • Teig, N., Scherer, R., & Nilsen, T. (2019). I know I can, but do I have the time? The role of teachers’ self-efficacy and perceived time constraints in implementing cognitive-activation strategies in science. Frontiers in Psychology, 10, 1697. 10.3389/fpsyg.2019.01697 DOI: 10.3389/fpsyg.2019.01697
    • (2019) Frontiers in Psychology , vol.10 , pp. 1697
    • Teig, N.1    Scherer, R.2    Nilsen, T.3
  • 96
    • 85138582742 scopus 로고    scopus 로고
    • Comparing the effectiveness of preparatory activities that help undergraduate students learn from instruction
    • https://doi.org/10.1016/j.learninstruc.2022.101688
    • Trninic, D., Sinha, T., & Kapur, M. (2022). Comparing the effectiveness of preparatory activities that help undergraduate students learn from instruction. Learning and Instruction, 82. 10.1016/j.learninstruc.2022.101688
    • (2022) Learning and Instruction , vol.82
    • Trninic, D.1    Sinha, T.2    Kapur, M.3
  • 97
    • 0033137472 scopus 로고    scopus 로고
    • A comparison of cognitive load associated with discovery learning and worked examples
    • Tuovinen, J. E., & Sweller, J. (1999). A comparison of cognitive load associated with discovery learning and worked examples. Journal of Educational Psychology, 91(2), 334–341. 10.1037/0022-0663.91.2.334 DOI: 10.1037/0022-0663.91.2.334
    • (1999) Journal of Educational Psychology , vol.91 , Issue.2 , pp. 334-341
    • Tuovinen, J.E.1    Sweller, J.2
  • 99
    • 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(3), 211–222. 10.1016/j.learninstruc.2007.03.003 DOI: 10.1016/j.learninstruc.2007.03.003
    • (2008) Learning and Instruction , vol.18 , Issue.3 , pp. 211-222
    • van Gog, T.1    Paas, F.2    van Merriënboer, J.J.G.3
  • 100
    • 77952516370 scopus 로고    scopus 로고
    • Example-based learning: Integrating cognitive and social-cognitive research perspectives
    • Van Gog, T., & Rummel, N. (2010). Example-based learning: Integrating cognitive and social-cognitive research perspectives. Educational Psychology Review, 22, 155–174. 10.1007/s10648-010-9134-7 DOI: 10.1007/s10648-010-9134-7
    • (2010) Educational Psychology Review , vol.22 , pp. 155-174
    • Van Gog, T.1    Rummel, N.2
  • 102
    • 84874282113 scopus 로고    scopus 로고
    • Perspectives on problem solving and instruction
    • Van Merriënboer, J. J. G. (2013). Perspectives on problem solving and instruction. Computers and Education, 64, 153–160. 10.1016/j.compedu.2012.11.025 DOI: 10.1016/j.compedu.2012.11.025
    • (2013) Computers and Education , vol.64 , pp. 153-160
    • Van Merriënboer, J.J.G.1
  • 103
    • 33646436989 scopus 로고    scopus 로고
    • Teaching complex rather than simple tasks: Balancing intrinsic and germane load to enhance transfer of learning
    • Van Merriënboer, J. J. G., Kester, L., & Paas, F. (2006). Teaching complex rather than simple tasks: Balancing intrinsic and germane load to enhance transfer of learning. Applied Cognitive Psychology, 20, 343–352. 10.1002/acp.1250 DOI: 10.1002/acp.1250
    • (2006) Applied Cognitive Psychology , vol.20 , pp. 343-352
    • Van Merriënboer, J.J.G.1    Kester, L.2    Paas, F.3
  • 105
    • 85049280190 scopus 로고    scopus 로고
    • 4C/ID in the context of instructional design and the learning sciences
    • Fisher F, Hmelo-Silver CE, Goldman SR, Reimann P, (eds), Routledge
    • Van Merriënboer, J. J. G., & Kirschner, P. A. (2018b). 4C/ID in the context of instructional design and the learning sciences. In F. Fisher, C. E. Hmelo-Silver, S. R. Goldman, & P. Reimann (Eds.), International handbook of the learning sciences (pp. 169–179). Routledge. 10.4324/9781315617572-17 DOI: 10.4324/9781315617572-17
    • (2018) International handbook of the learning sciences , pp. 169-179
    • Van Merriënboer, J.J.G.1    Kirschner, P.A.2
  • 106
    • 0012862221 scopus 로고
    • Instructional strategies and tactics for the design of introductory computer programming courses in high school
    • Van Merriënboer, J. J. G., & Krammer, H. P. M. (1987). Instructional strategies and tactics for the design of introductory computer programming courses in high school. Instructional Science, 16, 251–285. 10.1007/BF00120253 DOI: 10.1007/BF00120253
    • (1987) Instructional Science , vol.16 , pp. 251-285
    • Van Merriënboer, J.J.G.1    Krammer, H.P.M.2
  • 107
    • 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. 10.1007/s10648-005-3951-0 DOI: 10.1007/s10648-005-3951-0
    • (2005) Educational Psychology Review , vol.17 , pp. 147-177
    • Van Merriënboer, J.J.G.1    Sweller, J.2
  • 108
    • 85039845705 scopus 로고    scopus 로고
    • Reverse the Routine: Problem Solving Before Instruction Improves Conceptual Knowledge in Undergraduate Physics
    • Weaver, J. P., Chastain, R. J., DeCaro, D. A., & DeCaro, M. S. (2018). Reverse the routine: Problem solving before instruction improves conceptual knowledge in undergraduate physics. Contemporary Educational Psychology, 52, 36–47. 10.1016/j.cedpsych.2017.12.003 DOI: 10.1016/j.cedpsych.2017.12.003
    • (2018) Contemporary Educational Psychology , vol.52 , pp. 36-47
    • Weaver, J.P.1    Chastain, R.J.2    DeCaro, D.A.3    DeCaro, M.S.4
  • 109
    • 85074345325 scopus 로고    scopus 로고
    • The problem-based learning process: An overview of different models
    • Moallem M, Hung W, Dabbagh N, (eds), Wiley
    • Wijnia, L., Loyens, S. M., & Rikers, R. M. (2019). The problem-based learning process: An overview of different models. In M. Moallem, W. Hung, & N. Dabbagh (Eds.), The Wiley handbook of problem-based learning (pp. 273–295). Wiley. 10.1002/9781119173243.ch12 DOI: 10.1002/9781119173243.ch12
    • (2019) The Wiley handbook of problem-based learning , pp. 273-295
    • Wijnia, L.1    Loyens, S.M.2    Rikers, R.M.3
  • 110
    • 84909243923 scopus 로고    scopus 로고
    • Beyond more versus less: A reframing of the debate on instructional guidance
    • Tobias S, (ed), Routledge
    • Wise, A. F., & O’Neill, K. (2009). Beyond more versus less: A reframing of the debate on instructional guidance. In S. Tobias (Ed.), Constructivist instruction: Success or failure? (pp. 82–105). Routledge.
    • (2009) Constructivist instruction: Success or failure? , pp. 82-105
    • Wise, A.F.1    O’Neill, K.2
  • 111
    • 84867077539 scopus 로고    scopus 로고
    • A meta-analytic review of the role of instructional support in game-based learning
    • Wouters, P., & van Oostendorp, H. (2013). A meta-analytic review of the role of instructional support in game-based learning. Computers & Education, 60(1), 412–425. 10.1016/j.compedu.2012.07.018 DOI: 10.1016/j.compedu.2012.07.018
    • (2013) Computers & Education , vol.60 , Issue.1 , pp. 412-425
    • Wouters, P.1    van Oostendorp, H.2


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