Aha! Ratings as Metacognitive Judgments

There has been an increase in studies using Aha! ratings to explore insight in creative problem solving. Aha! moments are often assumed to serve as a marker for insight—meaning that solutions are achieved via restructuring. However, similar to metacognitive paradigms that collect FOKs (Feelings of Knowing) or JOLs (Judgments of Learning) and JOUs (Judgments of Understanding) to track monitoring of memory, learning, and comprehension processes, Aha! ratings may be better considered as “Judgments of Aha!” or JOAs derived from an inferential process based on a variety of cues. Only some of these may directly reflect underlying problem-solving processes. Using a set of spatial object-move puzzles, this study explored JOAs and how they may vary (or fail to vary) with initial fixation, correct solution, and individual differences in growth mindset. Instead of JOAs being highest for solutions where an initial representation needed to be revised, they were highest for solutions where solvers made a correct first move. This suggests that Aha! experiences are more closely tied to achieving correct solutions than to restructuring processes. Individuals with a stronger growth mindset were more likely to associate these initially correct solutions with Aha! experiences.

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Publication Details

Journal
Journal of Intelligence
Published
2026-09-01
DOI
https://doi.org/10.3390/jintelligence14090198
Primary Topic
Creativity in Education and Neuroscience
Type
article
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article

Aha! Ratings as Metacognitive Judgments

Jennifer Wiley, T. S. Miller
Journal of Intelligence
Creativity in Education and Neuroscience
article

Aha! Ratings as Metacognitive Judgments

Jennifer Wiley, T. S. Miller
article en

Abstract

There has been an increase in studies using Aha! ratings to explore insight in creative problem solving. Aha! moments are often assumed to serve as a marker for insight—meaning that solutions are achieved via restructuring. However, similar to metacognitive paradigms that collect FOKs (Feelings of Knowing) or JOLs (Judgments of Learning) and JOUs (Judgments of Understanding) to track monitoring of memory, learning, and comprehension processes, Aha! ratings may be better considered as “Judgments of Aha!” or JOAs derived from an inferential process based on a variety of cues. Only some of these may directly reflect underlying problem-solving processes. Using a set of spatial object-move puzzles, this study explored JOAs and how they may vary (or fail to vary) with initial fixation, correct solution, and individual differences in growth mindset. Instead of JOAs being highest for solutions where an initial representation needed to be revised, they were highest for solutions where solvers made a correct first move. This suggests that Aha! experiences are more closely tied to achieving correct solutions than to restructuring processes. Individuals with a stronger growth mindset were more likely to associate these initially correct solutions with Aha! experiences.

Journal of IntelligenceVol. 14(9)
University of Illinois Chicago (US)
Quality Education
Openalex Percentile: Top 7%
Creativity in Education and Neuroscience
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Aha! Ratings as Metacognitive Judgments — Jennifer Wiley, T. S. Miller · Journal of Intelligence (2026) | TGRS Research Map | TGRS