ArticleChild development
From Uncertainty to Performance Optimization: Longitudinal Insights Into Metacognitive Development.
Article in Child development. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
2 citing papers in PubMed.
- Drivers of exploration early in development: Perceptual novelty rather than a quest for information.Developmental psychology · 2026Article
- Development of Uncertainty Sensitivity: Early Competence or Protracted Development?Developmental science · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
This longitudinal study investigates metacognitive development in children aged four to six (N = 148; 74 girls; 106 White, 21 multiracial, 17 Black, 3 Asian, 1 Latino; collected in 2017-2019) compared to adults (N = 26, 13 women; collected in 2022). We assessed metacognitive monitoring and control using experimenter-elicited and self-generated responses in decision-making tasks. Children demonstrated reliable task monitoring by age five and performance monitoring by age six, only on self-generated measures. Children's choice patterns were driven by uncertainty until age six, when performance-optimizing patterns emerged. Cross-lagged panel analysis showed early monitoring abilities predicted later control, supporting the monitoring-drives-control theory. These findings illuminate the early metacognitive development trajectory, notably the transition from uncertainty-based to performance-oriented decision-making.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.