Should self-regulated learning be integrated with cognitive load theory? A commentary

Research on either cognitive load theory or self-regulated learning usually proceeds without reference to the other theory. In this commentary, we have commented on the editorial introduction and the six papers included in this Special Issue intended to indicate possible links between the two theories. To assist in this process, we have analysed some of the characteristics of both theories that either facilitate or impede the establishment of links. We conclude that while links are possible, the many differences between the theories present considerable barriers that will need to be overcome.

[1]  John Sweller,et al.  Relations between the worked example and generation effects on immediate and delayed tests , 2016 .

[2]  R. Clark Media will never influence learning , 1994 .

[3]  Alexander Renkl,et al.  Inventing a solution and studying a worked solution prepare differently for learning from direct instruction , 2015 .

[4]  G. Salomon Television is "easy" and print is "tough": The differential investment of mental effort in learning as a function of perceptions and attributions. , 1984 .

[5]  K. Scheiter,et al.  Do drawing tasks improve monitoring and control during learning from text , 2017 .

[6]  John Sweller,et al.  Cognitive Load Theory , 2020, Encyclopedia of Education and Information Technologies.

[7]  Alexander Renkl,et al.  Learning from direct instruction: Best prepared by several self-regulated or guided invention activities? , 2017 .

[8]  John Sweller,et al.  In Academe, What Is Learned, and How Is It Learned? , 2015 .

[9]  John Sweller,et al.  Cognitive Load Theory, Evolutionary Educational Psychology, and Instructional Design , 2016 .

[10]  F. Paas,et al.  Cognitive Load Measurement as a Means to Advance Cognitive Load Theory , 2003 .

[11]  Anique B. H. de Bruin,et al.  Bridging Cognitive Load and Self-Regulated Learning Research: A complementary approach to contemporary issues in educational research , 2017 .

[12]  Fred Paas,et al.  Effects of performance feedback valence on perceptions of invested mental effort , 2017 .

[13]  R. Baumeister,et al.  Comparing cognitive load and self-regulatory depletion: Effects on emotions and cognitions , 2017 .

[14]  John Sweller,et al.  When Instructional Guidance is Needed , 2016 .

[15]  Paul Ayres,et al.  Investigating the Modality and Redundancy Effects for Learners with Persistent Pain , 2016 .

[16]  Slava Kalyuga,et al.  When should guidance be presented in physics instruction , 2015 .

[17]  F. Paas,et al.  An Evolutionary Upgrade of Cognitive Load Theory: Using the Human Motor System and Collaboration to Support the Learning of Complex Cognitive Tasks , 2012 .

[18]  Slava Kalyuga,et al.  The Expertise Reversal Effect is a Variant of the More General Element Interactivity Effect , 2017 .

[19]  Bruce Wright,et al.  The emotional and cognitive impact of unexpected simulated patient death: a randomized controlled trial. , 2014, Chest.

[20]  J. Sweller,et al.  Why Minimally Guided Teaching Techniques Do Not Work: A Reply to Commentaries , 2007 .

[21]  Rakefet Ackerman,et al.  Understanding metacognitive inferiority on screen by exposing cues for depth of processing , 2017 .

[22]  John Sweller,et al.  Working Memory, Long-term Memory, and Instructional Design , 2016 .

[23]  A. Koriat,et al.  Metacognition and mindreading: Judgments of learning for Self and Other during self-paced study , 2010, Consciousness and Cognition.

[24]  John Dunlosky,et al.  Overconfidence produces underachievement: Inaccurate self evaluations undermine students’ learning and retention , 2012 .

[25]  D. Geary,et al.  Evolution and Children’s Cognitive and Academic Development , 2016 .

[26]  T. Gog,et al.  Effects of pairs of problems and examples on task performance and different types of cognitive load , 2014 .

[27]  John Sweller,et al.  Cognitive Load Theory for the Design of Medical Simulations , 2015, Simulation in healthcare : journal of the Society for Simulation in Healthcare.

[28]  F. Paas Training strategies for attaining transfer of problem-solving skill in statistics: A cognitive-load approach. , 1992 .

[29]  R. Kozma Will media influence learning? Reframing the debate , 1994 .

[30]  Rakefet Ackerman,et al.  The memorizing effort heuristic in judgments of learning: a developmental perspective. , 2009, Journal of experimental child psychology.

[31]  John Sweller,et al.  The worked example effect, the generation effect, and element interactivity. , 2015 .

[32]  C. Roebers,et al.  Developmental progression in performance evaluations: Effects of children's cue-utilization and self-protection , 2017 .