The dynamics of self-regulatory processes within self-and externally regulated learning episodes during complex science learning with hypermedia

Amy Johnson, Roger Azevedo, Sidney D'Mello

Research output: Chapter in Book/Report/Conference proceedingConference contribution

18 Citations (Scopus)

Abstract

This paper examines the dynamics of college students' self-regulatory processes within self-regulated learning (SRL) and externally-regulated learning (ERL) episodes during hypermedia learning. We re-analyzed and extended the results from an original study recently conducted by Azevedo and colleagues [1] to address four questions related to adaptivity, based on the temporal and dynamic deployment of self-regulatory processes by learners and human tutors in fostering complex science learning with hypermedia. Our questions include: (1) How does access to a human tutor affect the deployment of various SRL processes during learning?; (2) Which transitions between self-regulatory processes are more likely to occur within SRL and ERL?; (3) Which transitions between SRL classes are more likely or less likely to occur with SRL and ERL learning episodes?; (4) Are there significant correlations between learners' observed likelihood of transitions (between SRL processes) and learning outcomes? Lastly, we discuss implications for the design of MetaTutor, an adaptive hypermedia learning environment.

Original languageEnglish (US)
Title of host publicationIntelligent Tutoring Systems - 9th International Conference, ITS 2008, Proceedings
Pages260-269
Number of pages10
DOIs
StatePublished - Dec 1 2008
Externally publishedYes
Event9th International Conference on Intelligent Tutoring Systems, ITS 2008 - Montreal, QC, Canada
Duration: Jun 23 2008Jun 27 2008

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume5091 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other9th International Conference on Intelligent Tutoring Systems, ITS 2008
CountryCanada
CityMontreal, QC
Period6/23/086/27/08

Fingerprint

Hypermedia
Students
Likely
Learning Process
Learning
Adaptive Hypermedia
Adaptivity
Learning Environment
Likelihood

Keywords

  • Adaptivity
  • Cognition
  • Complex science learning
  • Dynamic processes
  • Externally-regulated learning
  • Human tutoring
  • Metacognition
  • Self-regulated learning

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

Cite this

Johnson, A., Azevedo, R., & D'Mello, S. (2008). The dynamics of self-regulatory processes within self-and externally regulated learning episodes during complex science learning with hypermedia. In Intelligent Tutoring Systems - 9th International Conference, ITS 2008, Proceedings (pp. 260-269). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5091 LNCS). https://doi.org/10.1007/978-3-540-69132-7-30

The dynamics of self-regulatory processes within self-and externally regulated learning episodes during complex science learning with hypermedia. / Johnson, Amy; Azevedo, Roger; D'Mello, Sidney.

Intelligent Tutoring Systems - 9th International Conference, ITS 2008, Proceedings. 2008. p. 260-269 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5091 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Johnson, A, Azevedo, R & D'Mello, S 2008, The dynamics of self-regulatory processes within self-and externally regulated learning episodes during complex science learning with hypermedia. in Intelligent Tutoring Systems - 9th International Conference, ITS 2008, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 5091 LNCS, pp. 260-269, 9th International Conference on Intelligent Tutoring Systems, ITS 2008, Montreal, QC, Canada, 6/23/08. https://doi.org/10.1007/978-3-540-69132-7-30
Johnson A, Azevedo R, D'Mello S. The dynamics of self-regulatory processes within self-and externally regulated learning episodes during complex science learning with hypermedia. In Intelligent Tutoring Systems - 9th International Conference, ITS 2008, Proceedings. 2008. p. 260-269. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-540-69132-7-30
Johnson, Amy ; Azevedo, Roger ; D'Mello, Sidney. / The dynamics of self-regulatory processes within self-and externally regulated learning episodes during complex science learning with hypermedia. Intelligent Tutoring Systems - 9th International Conference, ITS 2008, Proceedings. 2008. pp. 260-269 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
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