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Record W7126538915

The effects of father absence on risky sexual behaviour in adolescents: A meta-analysis and findings from an Australian birth cohort study

2025· dissertation· en· W7126538915 on OpenAlexaboutno aff
Kathleen Veronica McLaren

Bibliographic record

VenueThe Sydney eScholarship Repository (The University of Sydney) · 2025
Typedissertation
Languageen
FieldHealth Professions
TopicAdolescent Sexual and Reproductive Health
Canadian institutionsnot available
Fundersnot available
KeywordsAssociation (psychology)Sexual intercourseCohort studyCohortBiopsychosocial modelSexual behaviorAdolescent healthPopulation
DOInot available

Abstract

fetched live from OpenAlex

Factors within the early family environment have been linked to risky behaviour in adolescence. Located within a biopsychosocial theoretical paradigm, this thesis outlined the major theories that provide a framework for understanding the link between the family of origin and adolescent risky sexual behaviour (RSB) which presents significant challenges to the health and wellbeing of adolescents. This thesis provided an overview of the established empirical predictors of adolescent RSB and identified the interrelations of these variables. A systematic review of the last twenty-five years of research into the association between father absence and adolescent RSB found that 71 out of the 86 (83%) studies found that father absence was positively associated with adolescent RSB. Founded upon the systematic review, a meta-analysis of 24 studies that measured adolescent RSB through early age at first sexual intercourse (FSI) was conducted. The studies were examined together, and then disaggregated by design, those that examined timing of father absence; large sample investigations; and those that sampled from low SES populations. Risk of bias was assessed through the Newcastle-Ottawa Scale. All analyses evidenced a significant, positive relationship between father absence and adolescent RSB, with early father absence (birth to 5 years) shown to be the most potent predictor, conferring three and a half times the risk. The thesis then examined data from an Australian prospective birth cohort study - the ‘Raine Study’. At the 16/17-year followup, 1152 respondents reported on early FSI (<16 years). Father absence was found to have a significant, positive association with early FSI, after controlling for gender, SES, maternal age, maternal education, maternal mental health, child mental health, maternal AOD use, child AOD use, child engagement with school, and family functioning. Strengths, limitations and implications for future research, policy and practice were discussed.

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)0.018
metaresearch head score (Gemma)0.027
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: Meta-analysis
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.018
Threshold uncertainty score0.093

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0180.027
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0080.034
Bibliometrics0.0040.005
Science and technology studies0.0010.001
Scholarly communication0.0030.001
Open science0.0010.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0020.000

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 head0.046
GPT teacher head0.353
Teacher spread0.307 · 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 designMeta-analysis
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
Published2025
Admission routes1
Has abstractyes

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