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Related Concept Videos

Metacognition01:26

Metacognition

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...
Decision Making01:20

Decision Making

Decision-making is a fundamental cognitive process that involves evaluating alternatives and selecting among them. This process can range from simple choices, such as deciding what to wear, to complex decisions, like choosing a major in college or a career path. The complexity of the decision often dictates the approach we use, which can be broadly categorized into two types: automatic and controlled decision-making.
Automatic decision-making is fast, intuitive, and relies on gut feelings...
Reason and Intuition01:37

Reason and Intuition

The human brain processes information for decision-making using one of two routes: an intuitive system and a rational system (Epstein, 1994; popularized by Kahneman, 2011 as System 1 and System 2, respectively). The intuitive system is quick, impulsive, and operates with minimal effort, relying on emotions or habits to provide cues for what to do next, while the rational system is logical, analytical, deliberate, and methodical. Research in neuropsychology suggests that the brain can only use...
Introspection01:29

Introspection

Introspection, long upheld as a reliable route to self-knowledge, involves examining one's thoughts, emotions, and mental processes. It underpins many psychological practices, from mindfulness meditation to psychotherapy and self-help strategies. However, empirical evidence challenges the accuracy of introspection as a means of understanding oneself.Limitations of Introspective InsightSeminal work by Nisbett and Wilson demonstrated that individuals are frequently unaware of the true causes...
The Influence of Cognition on Affect01:29

The Influence of Cognition on Affect

Cognition plays a pivotal role in shaping emotional experiences, as demonstrated by Schachter and Singer’s two-factor theory of emotion. According to this model, emotion arises from a combination of physiological arousal and cognitive interpretation. The body’s physiological response to stimuli is ambiguous and only gains emotional significance through cognitive labeling. For instance, an increased heart rate and adrenaline surge while standing near an attractive person may be interpreted as...
Decision Making: Traditional Method01:14

Decision Making: Traditional Method

The process of hypothesis testing based on the traditional method includes calculating the critical value, testing the value of the test statistic using the sample data, and interpreting these values.
First, a specific claim about the population parameter is decided based on the research question and is stated in a simple form. Further, an opposing statement to this claim is also stated. These statements can act as null and alternative hypotheses, out of which a null hypothesis would be a...

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High-definition Transcranial Direct Current Stimulation over Right Dorsolateral Prefrontal Cortex to Enhance Metacognitive Sensitivity
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Limited cue integration in metacognitive control decisions.

Luisa M Schulz1, Arndt Bröder2, Hannah Leitgeb2

  • 1Department of Psychology, School of Social Sciences, University of Mannheim, Mannheim, Germany. luisa.schulz@uni-mannheim.de.

Memory & Cognition
|May 8, 2026
PubMed
Summary

Metacognitive control decisions use multiple cues, but cue integration is weaker and more variable across individuals compared to metacognitive judgments of learning (JOLs). This impacts the alignment between monitoring and control.

Keywords:
Cue integrationMetacognitive controlMetamemoryRestudy choices

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Area of Science:

  • Cognitive Psychology
  • Metacognition Research

Background:

  • Metacognitive judgments and decisions often involve uncertainty and probabilistic cues.
  • Previous studies indicate that individuals integrate multiple cues for judgments of learning (JOLs).

Purpose of the Study:

  • To investigate whether metacognitive control decisions are influenced by multiple cues, similar to JOLs.
  • To examine cue integration and cue use in metacognitive control decisions.

Main Methods:

  • Two experiments were conducted where participants studied words varying on two cues (e.g., concreteness, emotionality; font format, word frequency).
  • Participants made restudy choices to optimize recall or provided JOLs.
  • Cue effects on group and individual levels were analyzed for both JOLs and restudy choices.

Main Results:

  • At the group level, cue influence on restudy choices varied between experiments.
  • Individual analyses in Experiment 2 showed diverse cue usage patterns, with some participants favoring cues associated with lower JOLs and others with higher JOLs.
  • Effect sizes for cue effects on restudy choices were generally smaller than for JOLs.

Conclusions:

  • Multiple cues guide metacognitive control decisions, but cue integration and use are less consistent across individuals compared to metacognitive judgments.
  • Reduced alignment between metacognitive monitoring and control may result from factors influencing restudy choices.
  • Individual differences in cue utilization significantly shape metacognitive control strategies.