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Metacognition is a conscious process where individuals are aware of their cognitive and executive processes, such as planning before solving a problem or self-monitoring during reading. For instance, a writer may need help with composing a piece. The situation involves a writer who is working on a piece of writing, but while doing so, they realize that something is missing. They notice that their characters lack depth or details. This realization occurs because the writer is reflecting on their...
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Cognitive Load and Challenges in Self-regulation: An Introduction and Reflection on the Topical Collection.

Anique B H de Bruin1, Eva M Janssen2, Julia Waldeyer3,4

  • 1Department of Educational Development and Research, School of Health Professions Education, Maastricht University, Universiteitssingel 60, Postbus 616, Maastricht, 6200 MD The Netherlands.

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This summary is machine-generated.

The effort monitoring and regulation (EMR) model helps students manage learning effort. New research shows feedback influences effort investment and introduces a new way to categorize mental effort, advancing the EMR model.

Keywords:
Cognitive loadDesirable difficultiesEffort monitoringEffort regulationSelf-regulated learning

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Area of Science:

  • Educational Psychology
  • Cognitive Science
  • Learning Sciences

Background:

  • The effort monitoring and regulation (EMR) model integrates self-regulated learning and cognitive load theory.
  • Research inspired by the EMR model focuses on correcting effort misinterpretations and improving learning strategies.

Purpose of the Study:

  • To summarize and connect findings from a topical collection to the EMR model.
  • To explore how new insights can further develop the EMR model.
  • To refine understanding of effort ratings in learning.

Main Methods:

  • Synthesis of seven empirical papers, two review papers, one meta-analysis, and a discussion paper.
  • Analysis of how findings relate to the EMR model's assumptions.
  • Exploration of links between the EMR model, motivation, and effort.

Main Results:

  • Feedback valence impacts perceived task effort and willingness to invest effort through challenge and threat.
  • First evidence of far metacognitive transfer is presented.
  • A novel categorization of effort based on psychological sources is proposed.

Conclusions:

  • The topical collection advances the EMR model by testing assumptions and linking it to motivation.
  • Findings offer novel insights into effort perception, metacognitive transfer, and effort allocation.
  • Future research can build upon these findings to further develop the EMR model.