Developmental Pathways of Emotion Regulation in Childhood: A Neuropsychological Perspective
Bibliographic record
Abstract
ABSTRACT This article presents a model featuring two types of emotion regulation—reactive and deliberate—and discusses the developmental trajectory of both types. We argue that the later‐developing capacity for deliberate control builds on and coevolves with earlier‐developing reactive control. Findings from the field of developmental neuroscience are mapped onto this model. The focus is on specific neural “hubs,” such as the anterior cingulate cortex and the orbitofrontal cortex, which serve as epicenters for the coupling of cortical and subcortical processes. We propose that an increasing coordination between brain regions during emotional situations subserves more effective and efficient regulation with development. This framework can be used to explain different developmental pathways of regulatory styles that can, for example, lead to aggressive versus anxious modes of emotion regulation. The implications of this framework can help guide educational policy by supporting prevention and intervention strategies for children exhibiting difficulties with emotion regulation.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".