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Record W7117124554 · doi:10.1186/s12978-025-02211-x

Barriers to perinatal care among pregnant South Asian immigrants living in Canada: a scoping review protocol

2025· article· en· W7117124554 on OpenAlexafffundabout
Anam Shahil Feroz, Sama Hasan, Ridah Feroz, Saleema Allana, Salima Meherali, Zohra S. Lassi, D’Souza Rohan

Bibliographic record

VenueReproductive Health · 2025
Typearticle
Languageen
FieldPsychology
TopicMigration, Health and Trauma
Canadian institutionsImpactUniversity of AlbertaMcMaster UniversityWestern University
FundersCanadian Institutes of Health Research
KeywordsThematic analysisPsychological interventionPrenatal careImmigrationHealth careReproductive medicineSouth asiaProtocol (science)MEDLINE

Abstract

fetched live from OpenAlex

Pregnant South Asian immigrants (PSAIs) in Canada experience unique barriers to accessing culturally and linguistically sensitive perinatal care. These barriers make the pregnancy journey particularly stressful and contribute to poor maternal and fetal health outcomes. Despite Canada’s growing South Asian population, there is limited understanding of their healthcare needs and a lack of research on how best to support PSAIs in Canada. This review seeks to address this gap by providing a comprehensive understanding of the needs of PSAIs related to perinatal care, the barriers they face when accessing perinatal care in Canada, and the available interventions and programs to support PSAIs. This review will follow the framework proposed by Arksey and O'Malley. Reporting will adhere to the PRISMA-ScR and PRISMA-Equity guidelines. A comprehensive search of the literature will be undertaken in EMBASE, MEDLINE, and CINAHL, including studies published in English up to July 30, 2025, that examine prenatal care among PSAIs in Canada. Two reviewers will independently perform study screening, data extraction, and synthesis. Inductive thematic approach will be used to analyse results and to identify patterns, themes, and insights across the included studies. This review aims to offer researchers and clinicians with a comprehensive understanding of the barriers PSAIs face in accessing maternity care in Canada. Additionally, it will synthesize evidence on existing interventions and support programs designed to improve perinatal care outcomes for PSAIs, offering insights into potential areas for future research and policy development. When pregnant South Asian immigrant women in Canada seek maternity care, they often face cultural, language, and systemic barriers. These challenges can make the pregnancy experience more stressful and may negatively affect both maternal and fetal health outcomes. Despite the growing South Asian population in Canada, there is limited understanding of their healthcare needs and a lack of research on the most effective ways to support them. This scoping review will examine all published studies that address the perinatal care experiences of pregnant South Asian immigrants in Canada. It will identify unique needs of this population, the barriers they encounter when accessing care, and the interventions or programs that have been implemented to improve care and support. By synthesizing this evidence, the review aims to offer researchers, clinicians, and decision makers with a comprehensive understanding of current gaps and effective strategies, helping to guide future research, program development, and policies to improve perinatal care for pregnant South Asian immigrants.

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: Observational
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.544
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
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 head0.018
GPT teacher head0.368
Teacher spread0.350 · 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
Published2025
Admission routes3
Has abstractyes

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