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Record W4404260458 · doi:10.1136/bmjopen-2023-078386

Exploration of fathers’ mental health and well-being concerns during the transition to fatherhood, and paternal perinatal support: scoping review

2024· article· en· W4404260458 on OpenAlexaboutno aff
Ashleigh Elizabeth Watkins, Catherine El Zerbi, Ruth McGovern, Judith Rankin

Bibliographic record

VenueBMJ Open · 2024
Typearticle
Languageen
FieldMedicine
TopicMaternal Mental Health During Pregnancy and Postpartum
Canadian institutionsnot available
FundersFakultet Medicinskih Nauka, Univerziteta U KragujevcuNewcastle UniversityNational Institute for Health and Care Research
KeywordsMedicineMental healthPublic healthTransition (genetics)PsychiatryDevelopmental psychologyNursingPsychology

Abstract

fetched live from OpenAlex

OBJECTIVES: To appraise and synthesise qualitative literature identifying: (a) fathers' concerns and challenges during the transition to fatherhood that may be impacting mental health and well-being experiences; and (b) fathers' experiences of antenatal programmes, and psychological and social support, to understand how we can better support fathers in addressing these concerns. DESIGN: International, qualitative evidence synthesis, scoping review. DATA SOURCES: Six electronic databases (Medline, Embase, PsycINFO, CINAHL, Scopus, ASSIA) alongside 'grey' and supplementary searches were conducted March 2024. ELIGIBILITY CRITERIA: Qualitative studies and qualitative data extracted from mixed methods studies focusing on fathers' mental health within the perinatal period globally were included. DATA EXTRACTION AND SYNTHESIS: The recommended Joanna Briggs Institute data extraction and critical appraisal tools were used, and an inductive thematic synthesis approach employed. RESULTS: 37 qualitative studies were included: UK (n=11), Europe (n=9), Australia (n=7) and Asia (n=6), USA (n=1), Canada (n=1) and the Middle East (n=2). Quality appraisal scores were moderate to high (5-10). Four analytical themes and eight subthemes were generated: (1) diminished partner relationship, (2) provider or protector? Multiplicity of fatherhood identification, (3) forgotten entity within the perinatal experience and (4) "I try to battle it myself," masculine ideals within fatherhood. The findings highlighted that fathers found the transition to be difficult, compounded by insecurity within their role as both partner and father. Fathers found a paucity of paternally focused support and antenatal programmes, not addressing fathers' needs within the transition. CONCLUSIONS: The many concerns and challenges highlighted in the review demonstrate the importance of understanding the negative impact of the transition on fathers' mental health and well-being. There is a need for greater attention to fathers' experiences of paternal perinatal support and programmes through research and practise to inform future interventional development. TRIAL REGISTRATION: PROSPERO: CRD4202231381.

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)0.025
metaresearch head score (Gemma)0.088
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.025
Threshold uncertainty score0.132

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0250.088
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0030.003
Bibliometrics0.0120.013
Science and technology studies0.0020.002
Scholarly communication0.0050.004
Open science0.0020.003
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.0040.000

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 head0.072
GPT teacher head0.423
Teacher spread0.351 · 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 designSystematic review
Domainnot available
GenreReview

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

Citations17
Published2024
Admission routes1
Has abstractyes

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