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Record W4406334083 · doi:10.9734/jsrr/2025/v31i12752

Healthcare Service Needs for Refugees, Asylum Seekers and Residents with Precarious Immigration Status in Canada: A Scoping Review

2025· review· en· W4406334083 on OpenAlexaffabout
Akm Alamgir, Axelle Janczur

Bibliographic record

VenueJournal of Scientific Research and Reports · 2025
Typereview
Languageen
FieldPsychology
TopicMigration, Health and Trauma
Canadian institutionsAccess Alliance Multicultural Health and Community Services
Fundersnot available
KeywordsRefugeeImmigrationHealth carePopulationPolitical scienceEconomic growthMedicineEnvironmental healthGeographyLaw

Abstract

fetched live from OpenAlex

Context: According to the World Bank (2023), 184 million people, constituting 2.3% of the world’s population, migrated globally. Even though over 23% of Canada’s population are immigrants (of whom 130,125 were refugees in 2021), recent data on the demographics, vulnerabilities, and healthcare needs of Canadian refugees, refugee claimants, and residents with precarious immigration status in Canada are scant. Objective: Conduct a scoping review for the last 10 years to understand the trends of influx and vulnerabilities and identify the unique healthcare and well-being needs of these equity-deserving immigrants living in Ontario since it is the destination province for 50% of Canada’s immigrants, with Toronto as a primary destination. Methods: A scoping review study was conducted in 2024 by reviewing peer-reviewed articles from databases and an environmental scan of government reports and documents published in the last 10 years. Structured scoping review principles and the Preferred Reporting Item for Systematic Review and Meta-analysis extension for Scoping Review (PRISMA—ScR) model were used to ensure the robustness of the data. Articles focusing on Canada and countries with comparable economies and immigration laws were reviewed. After charting, the data were thematically analyzed. Results: The number of refugees in Canada has consistently increased. Findings indicated that this group experienced social disparities, including vulnerable socio-economic status, food insecurity, social exclusion, and resettlement stressors compounded by trust issues, cultural recognition, and linguistic barriers. Studies report a higher prevalence of chronic diseases such as anemia, diabetes, high blood pressure and mental health issues such as mood disorders, anxiety, depression, and PTSD. Findings also suggested that this group experienced substantial barriers to health care, including inadequate cancer screening, suboptimal chronic hepatitis management, and underutilization of psychiatric care, attributed to a lack of awareness about opportunities, cultural stigma, and language challenges. Conclusion: Study findings underscore the necessity for targeted healthcare services in Canada to meet the identified needs of refugees and residents with precarious status. The findings impact the planning of the current healthcare system to accommodate the needs of the population dynamics and train the healthcare service providers. Moreover, policymakers must develop the infrastructure (including healthy public policy) to face the future. Policymakers should focus on improving awareness, accessibility, and cultural competency in healthcare provision. More focused and culturally appropriate research is required to identify the unique needs and opportunities to support this equity-deserving population. The study recommends preparing the community to support the increasing numbers of refugees, understand their needs, and incorporate the government to strengthen the services with policy and resources.

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)0.008
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: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.561
Threshold uncertainty score0.975

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.078
GPT teacher head0.458
Teacher spread0.379 · 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 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

Citations4
Published2025
Admission routes2
Has abstractyes

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