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Record W7020187613

An investigation of parenting responses to toddler distress: Interactions between parent physiology, behaviour, and socioemotional context

2023· other· en· W7020187613 on OpenAlexfundno aff

Bibliographic record

VenueYork University Digital Library (York University) · 2023
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
FundersOntario Ministry of Research and InnovationNatural Sciences and Engineering Research Council of CanadaCanadian Institutes of Health ResearchHospital for Sick Children
KeywordsContext (archaeology)Socioemotional selectivity theoryDistressGeneralizability theoryToddlerAnticipation (artificial intelligence)StressorConcordance
DOInot available

Abstract

fetched live from OpenAlex

This dissertation examined physiological, behavioural, and psychological aspects of parents’ responses to children’s distress across infancy and toddlerhood through a series of three studies. Study 1 is a systematic review and narrative synthesis of the literature that characterized parents’ physiological responses to infants’ and toddlers’ (0-3 years) distress during experimental and naturalistic distress paradigms and examined concurrent associations between parents’ physiological and behavioural responses. General trends in parents’ physiological responses varied as a function of methodological factors including the physiological outcome (i.e., cortisol, cardiac outcomes, skin conductance, salivary alpha amylase), distress paradigm (e.g., fear-related distress, frustration-related distress), and baseline comparison condition used. Studies 2 and 3 used data from a sample of caregiver-toddler dyads (N=234) studied in a naturalistic high-distress context (i.e., toddler routine vaccination) to address the limitations and gaps in the literature identified in Study 1. Study 2 described the validation of a measure of insensitive (i.e., distress-promoting) caregiver behaviour during routine vaccination. Measure validity and reliability were investigated with correlations and autoregressive cross-lagged path analysis. Study 3 characterized the trajectory of caregivers’ physiological (i.e., high-frequency heart rate variability) responses during routine vaccination and associations of the trajectory with parents’ concurrent behaviour and psychological stress. Findings across all three studies are discussed in the context of the extant literature and relevant theoretical models. Clinical implications and directions for future research are offered.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.008
metaresearch head score (Gemma)0.025
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.008
Threshold uncertainty score0.044

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.025
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0030.003
Science and technology studies0.0010.001
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.035
GPT teacher head0.228
Teacher spread0.193 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

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