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Record W4413281324 · doi:10.1080/26410397.2025.2548657

Midwives as agents of change: a qualitative analysis of midwives’ experiences with abortion care provision in Canada

2025· article· en· W4413281324 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueSexual and Reproductive Health Matters · 2025
Typearticle
Languageen
FieldMedicine
TopicReproductive Health and Contraception
Canadian institutionsAssociation of Ontario Midwives
FundersHealth CanadaUniversity of British Columbia
KeywordsAbortionNursingQualitative researchNurse-MidwivesMedicineQualitative analysisObstetricsPregnancySociologySocial science

Abstract

fetched live from OpenAlex

Midwives possess the skills and competencies required to provide abortion care in Canada, yet their role is constrained in health systems. They are well suited to address barriers to abortion access related to geographical and social inequities, which deprive many Canadians of essential healthcare and impede reproductive justice. To address current gaps, this study explores midwives' experiences providing abortion care in Canada. Qualitative data were collected from 25 in-depth interviews and three focus group discussions with midwives between August and December 2023. Using reflexive thematic analysis, we explored how midwives work in communities to provide or work toward providing abortion care, including health system facilitators, barriers, and their values, needs, and preferences for implementation. Findings highlight the barriers midwives face, including regulatory restrictions and a lack of flexible funding arrangements. Despite these challenges, midwives are leveraging their skills to advance reproductive justice, offering culturally safe, client-centred abortion care to underserved populations, including uninsured individuals. The study also identifies facilitators, such as applying midwifery values and philosophies to provide the midwifery model of abortion care. This research contributes to the growing body of knowledge on midwifery and abortion care, advocating for the removal of regulatory and funding barriers that limit midwives' potential to provide comprehensive sexual and reproductive healthcare. The findings have significant implications for policymakers and health system leaders in Canada and beyond, calling for the optimisation of midwives' roles to improve access to abortion care and advance reproductive rights globally.

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.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.383
Threshold uncertainty score0.703

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
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 head0.046
GPT teacher head0.407
Teacher spread0.360 · 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