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Record W2948207065

Exploring Barriers Refugees and Refugee Claimants Experienced Accessing Reproductive Health Care Services in Toronto

2017· dissertation· en· W2948207065 on OpenAlexaboutno aff
Hellen Gateri, Donna Richards

Bibliographic record

VenueYorkSpace (York University) · 2017
Typedissertation
Languageen
FieldPsychology
TopicMigration, Health and Trauma
Canadian institutionsnot available
Fundersnot available
KeywordsRefugeeReproductive healthPolitical scienceNursingMedicineEnvironmental healthLawPopulation
DOInot available

Abstract

fetched live from OpenAlex

A qualitative feminist study was conducted to explore the access barriers to three reproductive health care services: prenatal care, postnatal care, and screening for cervical cancer, experienced by women refugee claimants in Toronto, Ontario, Canada. The study was informed by social constructionist epistemology and antiracist and intersectional perspectives, and focused on the social, political, economic, and historical contexts of the participants lives and their experiences with migration and the Canadian health care system. \nSixteen women refugee claimants and 6 service providers were interviewed individually. The study explored how the systems, structures, and policies of Canadian society shaped refugee claimants womens use of these services, or lack thereof, and shaped their everyday life experiences. The research findings indicated that the study participants immigration status, lack of health coverage, living arrangements, absence of service provider support, degree of health care knowledge, discrimination, and having suffered pain, discomfort, or trauma in the past impacted their use or lack of use of prenatal care, postnatal care, and cancer screening services. An intersectional analysis revealed that the gendered and racialized immigration and integration policies, and neoliberal ideologies and practices intersected to locate the participants in racialized and disadvantaged situations as the other wherein access to these services became challenging. \nWomen refugee claimants access to these and other reproductive healthcare services needs to be understood beyond the attempts to know their cultural health beliefs and practices, and beyond the neoliberal ideas of self-care, individual responsibility, and culturally sensitive care. Equitable access to healthcare cannot be ensured without resisting these womens racialized position as the other while addressing the social, political, historical, and structural inequities in Canadian society. To ensure barrier-free, full health care coverage to women refugee claimants, as well as other refugee claimants and immigrants, social inequities need to be addressed coupled with instituting broader structural changes federally and provincially in policies, funding, procedures, and practices.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.144
Threshold uncertainty score0.294

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0220.012
Scholarly communication0.0050.002
Open science0.0020.008
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0060.000

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 head0.041
GPT teacher head0.348
Teacher spread0.307 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations2
Published2017
Admission routes1
Has abstractyes

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