The role of prenatal perceived stress and hair cortisol as they relate to toddler socioemotional outcomes over the first three years
Bibliographic record
Abstract
Prenatal maternal psychological distress and physiological stress (hypothalamic-pituitary-adrenal [HPA] activity) can negative impact early child development. Research rarely examines the combined or interactive role of prenatal perceived stress and HPA activity on child outcomes. The current longitudinal study examined how prenatal distress and HPA activity impacted child socioemotional functioning from age 1–3. This sample (n=148) was followed from pregnancy, 15-, 24- and 35-months postpartum. During pregnancy, mothers reported their levels of perceived stress and hair samples were collected, reflecting cortisol secretion in the past 3 months. At each postpartum timepoint, mothers reported toddler socioemotional functioning using the Brief Infant–Toddler Social and Emotional Assessment. Multivariate regression results indicated that higher maternal perceived stress interacted with higher hair cortisol levels in association with greater socioemotional problems at 15 and 24 months. In addition, there was a main effect of higher prenatal perceived stress in relation to greater socioemotional problems at 36 months. Exploratory sex-specific moderation analyses indicated that sex interacted with hair cortisol, such that higher levels of prenatal cortisol were associated greater behaviour problems and lower socioemotional competence for females compared to males at 24-months. Findings indicated the importance of examining both physiological stress and psychological stress in pregnancy, as they interact to impact child socioemotional development. Findings also highlight sex-specific prenatal effects. • Prenatal distress associate with socioemotional problems at 15, 24, and 35 months. • Prenatal hair cortisol moderates link between distress and socioemotional problems. • Combined effects of prenatal cortisol and distress important for child development. • Sex-specific effects of prenatal cortisol on female socioemotional outcomes.
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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".