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Record W3211222152 · doi:10.3138/jcfs.52.3.03

Paternal Influence on the Developmental Pathways of Maternal Parenting Stress, Home Learning Stimulation, and Children’s Social Skills in the U.S. and Korea: A Moderated Mediation Model

2021· article· en· W3211222152 on OpenAlexvenueno aff
Jaehee Kim, Ji‐Won Lee

Bibliographic record

VenueJournal of Comparative Family Studies · 2021
Typearticle
Languageen
FieldPsychology
TopicChild and Adolescent Psychosocial and Emotional Development
Canadian institutionsnot available
Fundersnot available
KeywordsDevelopmental psychologyMediationPsychologyModerated mediationGeneralizability theoryContext (archaeology)Path analysis (statistics)Mental healthLongitudinal studySocial environmentSocial psychologyMedicine

Abstract

fetched live from OpenAlex

To increase the specificity in paternal influence as the importance caregiving context on mothers and children, we aimed to test 1) whether the mediation effect of maternal parenting stress at age 3 on children’s social skills at age 9 via home learning stimulation at age 5 was significant; 2) whether this mediation effect varied according to paternal involvement and depression at age 3; and 3) whether this proposed path was culturally generalizable. To examine causal pathways and compare differences between two cultures, we analyzed the proposed moderated mediation models using nationally representative longitudinal data from the U.S. (the Fragile Families and Child Wellbeing Study) and Korea (the Panel Study on Korean Children) using SPSS 25 and PROCESS. We found that in both countries, higher maternal parenting stress at age 3 hindered the development of school-aged children’s social skills through lower levels of home-learning stimulation. We also found cultural differences: paternal involvement significantly buffered the negative effects of maternal parenting stress in Korea, while paternal mental health (i.e., non-depression) played that buffering role in the U.S. This study illustrates both the cross-cultural generalizability and culture-specific aspects of family processes, then discusses some theoretical implications and potential practices that would better support families in promoting their children’s social development.

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)0.002
metaresearch head score (Gemma)0.005
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 score0.033
Threshold uncertainty score0.066

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.002
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.058
GPT teacher head0.318
Teacher spread0.260 · 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

Citations1
Published2021
Admission routes1
Has abstractyes

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