Setting the stage for the metacognition during hypermedia learning: What motivation constructs matter?

Computers and Education

Volumn 70, Issue , 2014, Pages 128-137

  Moos, Daniel C ^a  

^a GUSTAVUS ADOLPHUS COLLEGE   (United States)

Author keywords

Hypermedia; Metacognition; Motivation; Self regulated learning; Think aloud

Indexed keywords

CIRCULATORY SYSTEMS; EXTRINSIC MOTIVATION; HYPERMEDIA; HYPERMEDIA LEARNING; METACOGNITION; METACOGNITIVE PROCESS; SELF-REGULATED LEARNING; THINK-ALOUD;

CARDIOVASCULAR SYSTEM; COGNITIVE SYSTEMS; HYPERMEDIA SYSTEMS;

MOTIVATION;

EID: 84884336155     PISSN: 03601315     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compedu.2013.08.014     Document Type: Article

References (90)

1. P.A. Alexander, and T.M. Jetton Learning from text: a multidimensional and developmental perspective M.L. Kamil, P.B. Mosenthal, D.P. Pearspn, R. Barr, Handbook of reading research Vol. 3 2000 Erlbaum Mahwah, NJ 285 310
2. I. Arroyo, and B.P. Wolf Inferring learning and attitudes from a Bayesian Network of log file data C.-K. Looi, G. McCalla, B. Bredeweg, J. Breuker, Artificial intelligence in education, supporting learning through intelligence and socially informed technology Frontiers in artificial intelligence and applications Vol. 125 2005 IOS Press 33 40
3. R. Azevedo The role of self-regulation in learning about science with hypermedia D. Robinson, G. Schraw, Recent innovations in educational technology that facilitate student learning 2008 Information Age Publishing Charlotte, NC 127 156
4. R. Azevedo Theoretical, methodological, and analytical challenges in the research on metacognition and self-regulation: a commentary Metacognition and Learning 4 1 2009 87 95
5. R. Azevedo, and A.C. Chauncey-Strain Integrating cognitive, metacognitive, and affective regulatory processes with MetaTutor R.A. Calvo, S. D'Mello, New perspectives on affect and learning technologies 2011 Springer New York 141 154
6. R. Azevedo, and J.G. Cromley Does training on self-regulated learning facilitate students' learning with hypermedia? Journal of Educational Psychology 96 3 2004 523 535 (Pubitemid 39216570)
7. R. Azevedo, R. Feyzi-Behnagh, M. Duffy, J. Harley, and G. Trevors Metacognition and self-regulated learning in student-centered leaning environments D. Jonassen, S. Land, Theoretical foundations of student-center learning environments 2nd ed. 2012 Routledge New York 171 197
8. R. Azevedo, and A. Hadwin Scaffolding self-regulated learning and metacognition - implications for the design of computer-based scaffolds Instructional Science 33 5-6 2005 367 379 (Pubitemid 41455843)
9. R. Azevedo, A. Johnson, A. Chauncey, and C. Burkett Self-regulated learning with MetaTutor: advancing the science of learning with MetaCognitive tools M. Khine, I. Saleh, New science of learning: Computers, cognition, and collaboration in education 2010 Springer Amsterdam 225 247
10. R. Azevedo, and A.M. Witherspoon Self-regulated use of hypermedia D.J. Hacker, J. Dunlosky, A.C. Graesser, Handbook of metacognition in education 2009 Erlbaum Mahwah, NJ 319 339
11. A. Baddeley Working memory Science 255 5044 1992 556 559
12. S.K. Baker, R. Gersten, and D. Scanlon Procedural facilitators and cognitive strategies: tools for unraveling the mysteries of comprehension and the writing process, and for providing meaningful access to the general curriculum Learning Disabilities Research & Practice 17 1 2002 65 77
13. A. Bandura Social foundations of thought and action: A social cognitive theory 1986 Prentice-Hall NJ National Institute of Mental Health
14. A. Bandura Regulative function of perceived self-efficacy M.G. Rumsey, C.B. Walker, J.H. Harris, Personnel selection and classification 1994 Erlbaum Mahwah, NJ 261 271
15. A. Bandura Self-efficacy: The exercise of control 1997 Freeman/Times Books/Henry Holt & Co NY
16. R.M. Best, M. Rowe, Y. Ozuru, and D.S. McNamara Deep-level comprehension of science texts: the role of the reader and the text Topics in Language Disorders 25 1 2005 65 83 (Pubitemid 40622523)
17. M. Boekaerts, P. Pintrich, and M. Zeidner Handbook of self-regulation 2000 Academic Press San Diego, CA
18. B. du Boulay, K. Avramides, R. Luckin, E. Martínez-Mirón, G.R. Méndez, and A. Carr Towards systems that care: a conceptual framework based on motivation, metacognition and affect International Journal of Artificial Intelligence in Education 20 3 2010 197 229
19. D.L. Butler, and P.H. Winne Feedback and self-regulated learning: a theoretical synthesis Review of Educational Research 65 3 1995 245 281
20. S.Y. Chen, J.P. Fan, and R.D. Macredie Navigation in hypermedia learning systems: experts vs. novices Computers in Human Behavior 22 2006 251 266 (Pubitemid 41563028)
21. M.T.H. Chi Commonsense conceptions of emergent processes: why some misconceptions are robust Journal of the Learning Sciences 14 2 2005 161 199 (Pubitemid 40551444)
22. D.L. Dinsmore, P.A. Alexander, and S.M. Loughlin Focusing the conceptual lens on metacognition, self-regulation, and self-regulated learning Educational Psychology Review 20 2008 391 409
23. J.S. Eccles, and A. Wigfield Motivational beliefs, values, and goals Annual Review of Psychology 53 2002 109 132
24. A. Efklides Interactions of metacognition with motivation and affect in self - regulated learning: the MASRL model Educational Psychologist 46 1 2011 6 25
25. K.A. Ericsson Protocol analysis and expert thought: concurrent verbalizations of thinking during experts' performance on representative tasks K.A. Ericsson, N. Charness, R.R. Hoffman, P.J. Feltovich, The Cambridge handbook of expertise and expert performance 2006 Cambridge University Press Cambridge, MA 223 242
26. K.A. Ericsson, and H.A. Simon Protocol analysis: Verbal reports as data 2nd ed. 1994 MIT Press Cambridge, MA
27. R. Feyzi-Behnagh, R. Azevedo, E. Legowski, K. Reitmeyer, E. Tseytlin, and R.S. Croley Metacognitive scaffolds improve self-judgments of accuracy in a medical intelligent tutoring system Instructional Science 2013
28. J.H. Flavell Metacognition and cognitive monitoring: a new area of cognitive-developmental inquiry American Psychologist 34 1979 906 911
29. R.M. Gagne, L.J. Briggs, and W.W. Wager Principles of instructional design 1988 Holt, Rinehart & Winston New York
30. A.C. Graesser, S.K. D'Mello, S.D. Craig, A. Witherspoon, J. Sullins, and B. McDaniel The relationship between affective states and dialog patterns during interactions with AutoTutor Journal of Interactive Learning Research 19 2 2008 293 312
31. A.C. Graesser, and D. McNamara Self-regulated learning in learning environments with pedagogical agents that interact in natural language Educational Psychologist 45 4 2010 234 244
32. A.C. Graesser, D. McNamara, and K. VanLehn Scaffolding deep comprehension strategies through Point&Query, AutoTutor, and iSTART Educational Psychologist 40 4 2005 225 234 (Pubitemid 43266591)
33. J.A. Greene, and R. Azevedo A macro-level analysis of SRL processes and their relations to the acquisitions of a sophisticated mental model of a complex system Contemporary Educational Psychology 34 1 2009 18 29
34. A. Johnson, R. Azevedo, and S. D'Mello The temporal and dynamic nature of self-regulatory processes during independent and externally assisted hypermedia learning Cognition and Instruction 29 4 2011 471 504
35. J.M. Keller Motivational design of instruction C.M. Reigluth, Instructional design theories and models: An overview of their current status 1983 Erlbaum Hillsdale, NJ 386 434
36. H. Kimmel, and F.P. Deek Instructional technology: a tool or a panacea Journal of Science Education and Technology 5 1 1996 87 92
37. K.Y. Ku, and I.T. Ho Metacognitive strategies that enhance critical thinking Metacognition and Learning 5 3 2010 251 261
38. M. Lintean, V. Rus, and R. Azevedo Automatic detection of student mental models based on natural language student input during metacognitive skill training International Journal of Artificial Intelligence in Education 21 3 2012 169 190
39. T.W. Malone, and M.R. Lepper Making learning fun: a taxonomy of intrinsic motivations for learning R.E. Snow, M.J. Farr, Aptitude, learning and instruction III: Conative and affective process analyses 1987 Erlbaum Hillsdale, N.J.
40. D.S. McNamara SERT: self-explanation reading training Discourse Processes 38 1 2004 1 30
41. D.S. McNamara, E. Kintsch, and N.B. Songer Are good texts always better? Interactions of text coherence, background knowledge, and levels of understanding in learning from text Cognition and Instruction 14 1 1996 1 43 (Pubitemid 126311608)
42. P.H. Miller, F.S. Kessel, and J.H. Flavell Thinking about people thinking about people thinking about.: a study of social-cognitive development Child Development 41 1970 613 623
43. D.C. Moos Self-regulated learning with hypermedia: too much of a good thing? Journal of Educational Multimedia and Hypermedia 19 1 2010 59 77
44. D.C. Moos Self-regulated learning and externally generated feedback with hypermedia Journal of Educational Computing Research 43 3 2011 261 294
45. D.C. Moos Hypermedia learning: considering cognitive load and self- regulated learning Journal of Educational Multimedia and Hypermedia 22 1 2013 39 61
46. D.C. Moos, and R. Azevedo Self-regulated learning with hypermedia: the role of prior domain knowledge Contemporary Educational Psychology 33 2008 270 298
47. D.C. Moos, and R. Azevedo Self-efficacy and prior domain knowledge: to what extent does monitoring mediate their relationship with hypermedia? Metacognition and Learning 4 3 2009 197 216
48. D.C. Moos, and C. Stewart Self-regulated learning with hypermedia: bringing motivation into the conversation R. Azevedo, V. Aleven, International handbook of metacognition and learning technologies 2013 Springer New York, NY 683 697
49. K.P. Murphy, and P.A. Alexander A motivated exploration of motivation terminology Contemporary Educational Psychology 25 2000 3 53
50. N.E. Perry, K.O. VandeKamp, and L.K. Mercer Investigating teacher-student interactions that foster self-regulated learning Educational Psychologist 37 1 2002 5 15 (Pubitemid 36618813)
51. P. Pintrich The role of goal orientation in self-regulated learning M. Boekaerts, P. Pintrich, M. Zeidner, Handbook of self-regulation 2000 Academic Press San Diego, CA 452 502
52. P. Pintrich, D.F. Smith, T. Garcia, and W.J. McKeachie The manual for the use of the Motivated Strategies for Learning Questionnaire (MSLQ) (Tech. Rep. No. 91-B-004) 1991 University of Michigan, School of Education Ann Arbor
53. M. Pressley, R. Wharton-McDonald, and R. Allington A study of effective first grade literacy instruction Scientific Studies of Reading 15 1 2001 35 58
54. F. Rheinberg, R. Vollmeyer, and W. Rollet Motivation and action in self- regulated learning M. Boerkaerts, P. Pintrich, M. Zeidner, Handbook of self-regulation 2000 Academic Press San Diego, CA 129 134
55. K. Scheiter, P. Gerjets, B. Vollmann, and R. Catrambone The impact of student characteristics on information utilization strategies, cognitive load experienced, and performance in hypermedia learning Learning and Instruction 19 5 2009 387 401
56. G. Schraw The use of computer-based environments for understanding and improving self-regulation Metacognition and Learning 2 2-3 2007 169 176
57. D.H. Schunk Self-efficacy perspective on achievement behavior Educational Psychologist 19 1 1984 48 58
58. D.H. Schunk Self-efficacy and academic motivation Educational Psychologist 26 3-4 1991 207 231
59. D.H. Schunk Metacognition, self-regulation, and self-regulated learning: research recommendations Educational Psychology Review 20 4 2008 463 467
60. D.H. Schunk, and C.A. Mullen Self-efficacy as an engaged learning S.L. Christensons, A.L. Reschly, Wylie Handbook of research on student engagement 2012 Springer New York, NY 219 235
61. D.H. Schunk, and E.L. Usher Social cognitive theory and motivation R.M. Ryan, The Oxford handbook of human motivation 2012 Oxford University Press New York, NY 13 27
62. D.H. Schunk, and B.J. Zimmerman Motivation and self-regulated learning: Theory, research, and applications 2008 Lawrence Erlbaum Mahwah, NJ
63. D.H. Schunk, and B.J. Zimmerman Self-regulation and learning W.M. Reynolds, G.E. Miller, I.B. Weiner, Handbook of psychology 2nd ed. Educational psychology Vol. 7 2013 John Wiley & Sons Inc Hoboken, NJ 45 68
64. A. Shapiro How including prior domain knowledge as a subject variable may change outcomes of learning American Educational Research Journal 41 1 2004 159 189 (Pubitemid 38920212)
65. C.E. Snow, M.S. Burns, and P. Griffin Preventing reading difficulties in young children 1998 National Academy Press Washington, DC
66. R.A. Sperling, B.C. Howard, R. Staley, and D. Nelson Metacognition and self-regulated learning constructs Educational Research and Evaluation 10 2 2004 117 139
67. L. Vandergrift Relationships among motivation orientations, metacognitive awareness and proficiencies in L2 listening Applied Linguistics 26 1 2005 70 89 (Pubitemid 41236879)
68. M. Van der Stel, and M.V.J. Veenman Development of metacognitive skillfulness: a longitudinal study Learning and Individual Differences 20 2010 220 224
69. M.V.J. Veenman Giftedness: predicting the speed of expertise acquisition by intellectual ability and metacognitive skillfulness of novices M.F. Shaughnessy, M.V.J. Veenman, C. Kleyn-Kennedy, Meta-cognition: A recent review of research, theory, and perspectives 2008 Nova Science Publishers Hauppauge 207 220
70. M.V.J. Veenman Alternative assessment of strategy use with self-report instruments: a discussion Metacognition and Learning 6 2 2011
71. L. Wang, and D. Guo A research on the relationship between metacognition and learning motivation Psychological Science 26 5 2003 829 833
72. L. Wang, D. Guo, and P. Fang The effect of metacognitive training upon learning motivation Psychological Science 28 4 2005 881 884
73. B. Weinert Human motivation: Metaphors, theories, and research 1992 Sage Newbury Park, CA
74. C.E. Weinstein LASSI user's manual 1987 H & H Publishing Clearwater, FL
75. A. Wigfield Expectancy-value theory of achievement motivation: a developmental perspective Educational Psychology Review 6 1994 49 78
76. P.H. Winne Self-regulated learning viewed from models of information processing B. Zimmerman, D. Schunk, Self-regulated learning and academic achievement: Theoretical perspectives 2001 Erlbaum Mahwah, NJ 153 189
77. P. Winne Key issues on modeling and applying research on self-regulated learning Applied Psychology: An International Review 54 2 2005 232 238
78. P.H. Winne, and A.F. Hadwin Studying self-regulated learning D.J. Hacker, J. Dunlosky, A. Graesser, Metacognition in educational theory and practice 1998 Erlbaum Hillsdale, NJ 277 304
79. P.H. Winne, and J.C. Nesbit Supporting self-regulated learning with cognitive tools D.J. Hacker, J. Dunlosky, A.C. Graesser, Handbook of metacognition in education 2009 Routledge New York 259 277
80. P.H. Winne, and N.E. Perry Measuring self-regulated learning M. Boekaerts, P. Pintrich, M. Zeidner, Handbook of self-regulation 2000 Academic Press Orlando, FL 531 566
81. R. Wood, and A. Bandura Impact of conceptions of ability on self-regulatory mechanisms and complex decision making Journal of Personality and Social Psychology 56 3 1989 407 415
82. D. Wood, J.S. Bruner, and G. Ross The role of tutoring in problem solving Journal of Child Psychology and Psychiatry 17 2 1976 89 100
83. D. Wood, and D. Middleton A study of assisted problem-solving British Journal of Psychology 66 2 1975 181 191
84. L.J. Zhang Constructivist pedagogy in strategic reading instruction: exploring pathways to learner development in the English as a second language (ESL) classroom Instructional Science 36 2 2008 89 116
85. B.J. Zimmerman Attaining self-regulation: a social cognitive perspective M. Boekaerts, P.R. Pintrich, M. Zeidner, Handbook of self-regulation 2000 Academic Press San Diego, CA 13 39
86. B.J. Zimmerman Theories of self-regulated learning and academic achievement: an overview and analysis B. Zimmerman, D. Schunk, Self-regulated learning and academic achievement: Theoretical perspectives 2001 Erlbaum Mahwah, NJ 1 37
87. B.J. Zimmerman Development and adaptation of expertise: the role of self-regulatory processes and beliefs K.A. Ericsson, N. Charness, P.J. Feltovich, R.R. Hoffman, The Cambridge handbook of expertise and expert performance 2006 Cambridge NY 705 722
88. B.J. Zimmerman Investigating self-regulation and motivation: historical background, methodological developments, and future prospects American Educational Research Journal 45 1 2008 166 183
89. B.J. Zimmerman, and D.H. Schunk Self-regulated learning and academic achievement: Theoretical perspectives 2nd ed. 2001 Erlbaum NJ
90. J. Zumbach, and M. Mohraz Cognitive load in hypermedia reading comprehension: influence of text type and linearity Computers in Human Behavior 24 3 2008 875 887 (Pubitemid 351305136)