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Record W4401454476 · doi:10.3390/women4030021

Women’s Empowerment and Mental Health: A Scoping Review

2024· review· en· W4401454476 on OpenAlexaffabout
Nilanga Aki Bandara, Shams M. F. Al-Anzi, Angelina Zhdanova, Saima Hirani

Bibliographic record

VenueWomen · 2024
Typereview
Languageen
FieldSocial Sciences
TopicPoverty, Education, and Child Welfare
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsEmpowermentMental healthPsychologyPolitical sciencePsychotherapist

Abstract

fetched live from OpenAlex

Women have unique experiences with mental health challenges that require relevant strategies and interventions that effectively support their mental health. Empowerment interventions that vary in nature and format have the potential to play a key role in supporting women’s mental health. The purpose of this scoping review is to outline empowerment interventions targeting improvement in the mental health of women living in Canada.A search was undertaken using major databases including Medline, Cumulative Index for Nursing and Allied Health Literature (CINAHL), PsycINFO, and the Cochrane Library for studies published between 2013 and 2023. A total of 243 articles were identified, from which 12 were ultimately included in this review. All included studies were conducted in Canada but were diverse in design, setting, and sample size. A total of four types of interventions were identified including mental health and emotional awareness, reading, peer support, and skill building and engagement. The findings of the review inform key insights for mental health care and service providers to focus on sustainable outcomes for women’s mental health. The findings also guide the need for a systematic review to appraise the existing empowerment interventions for women’s mental health outcomes.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.721
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.042
GPT teacher head0.397
Teacher spread0.356 · 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.

Study designNot applicable
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

Citations6
Published2024
Admission routes2
Has abstractyes

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