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Record W4404857771 · doi:10.31674/mjn.2024.v16i02.023

Perinatal Fathers in the Context of the COVID-19 Pandemic and Beyond: Impacts and Implications

2024· article· en· W4404857771 on OpenAlexaff
Josephine Francis Xavier, Ramachandran Perumal, Catherine Poornaselvan, Md Tanveer Adil

Bibliographic record

VenueThe Malaysian Journal of Nursing · 2024
Typearticle
Languageen
FieldMedicine
TopicCOVID-19 Impact on Reproduction
Canadian institutionsUniversity of WaterlooYork University
Fundersnot available
KeywordsPandemicCoronavirus disease 2019 (COVID-19)Context (archaeology)2019-20 coronavirus outbreakSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)PsychologyVirologyMedicineHistoryInfectious disease (medical specialty)DiseaseOutbreak

Abstract

fetched live from OpenAlex

Introduction: The COVID-19 pandemic introduced unprecedented challenges for fathers during the perinatal period, impacting family dynamics, especially among vulnerable groups such as first-time fathers, low-income fathers, and immigrant fathers. This paper explores these effects and proposes strategies for healthcare professionals and community organisations to ensure inclusive, family-centred care. The review aims to enhance fathers’ well-being and family resilience in both pandemic and post-pandemic contexts. Methods: A state-of-the-art review was conducted using MEDLINE, CINAHL, blogs, and advisory publications. A comprehensive literature search was performed, covering the period from March 2020 to March 2021, with an additional search extending to 2024. The review included 18 studies from the initial search period and 30 studies from the post-pandemic period. Results: Three specific themes emerged: fear of the virus, social isolation, and a mental health crisis. Fathers experienced significant anxiety about spreading COVID-19 to their partners and newborns, which increased stress during prenatal care and childbirth. Restrictions on hospital visits limited their involvement in the child birth process, leading to feelings of helplessness and disconnect during crucial bonding periods. Additionally, fathers faced heightened anxiety, depression, and role ambiguity due to caregiving and financial pressures exacerbated by the pandemic. These themes uniquely impacted perinatal fathers, affecting both paternal and maternal mental health and overall family well-being. Recommendations: The findings suggest several actions: customising training programs for healthcare professionals, promoting inclusive nursing practices, advocating for comprehensive parental leave policies, integrating telehealth services, and implementing father-centric interventions to enhance overall perinatal well-being. These recommendations are appropriate for the post-pandemic era as they address ongoing mental health challenges, ensure continuous support, and promote resilience in healthcare systems. These actions are essential to support perinatal fathers and their families in both current and future disruptions. Conclusion: The pandemic highlighted the need for personalised support for fathers to enhance their mental well-being and family welfare. Strategies such as customised training for healthcare professionals, inclusive nursing practices, comprehensive parental leave policies, and telehealth services are essential. These initiatives are crucial to ensure inclusive family-centred care, fostering fathers’ well-being and family resilience in both pandemic and post-pandemic contexts. Immediate and sustained efforts are needed to support perinatal fathers and improve family resilience.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.573
Threshold uncertainty score0.167

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.062
GPT teacher head0.385
Teacher spread0.323 · 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 teacher head, 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
Published2024
Admission routes1
Has abstractyes

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