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Record W1987685090 · doi:10.3109/09638288.2012.667192

Working with immigrant families raising a child with a disability: challenges and recommendations for healthcare and community service providers

2012· article· en· W1987685090 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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueDisability and Rehabilitation · 2012
Typearticle
Languageen
FieldPsychology
TopicFamily and Disability Support Research
Canadian institutionsMcMaster UniversityWestern UniversityHolland Bloorview Kids Rehabilitation Hospital
Fundersnot available
KeywordsService providerImmigrationFocus groupHealth careNursingQualitative researchRehabilitationService (business)Cultural competencePsychologyMedicineMedical educationSociologyPolitical scienceBusinessPedagogy

Abstract

fetched live from OpenAlex

PURPOSE: Although providing culturally sensitive care is an important element of family-centered rehabilitation very is little known about providers' experiences working with immigrant families in pediatric settings. The purpose of this study is to develop a better understanding of the experiences of service providers working with immigrant families raising a child with a physical disability. METHOD: We draw on a qualitative approach involving in-depth interviews and focus groups with healthcare and community service providers (n = 13) in two multi-cultural Canadian cities. RESULTS: The findings indicate that healthcare and community service providers encounter several challenges in providing care to immigrant families raising a child with a disability. Such challenges include the following: (1) lack of training in providing culturally sensitive care; (2) language and communication issues; (3) discrepancies in conceptualizations of disability between healthcare providers and immigrant parents; (4) building rapport; and (5) helping parents to advocate for themselves and their children. Service providers also have several recommendations for improving services to better meet the needs of immigrant families. CONCLUSION: Clinicians should be cognizant of how culture influences the care they provide to clients. More training opportunities are needed for enhancing culturally sensitive care. IMPLICATIONS FOR REHABILITATION: • Pediatric rehabilitation providers working with immigrant families raising a child with a disability should engage in training and education around culturally sensitive care to better meet the needs of these clients. • More time is needed when working with immigrant families to build trust and rapport. • Clinicians need to be sensitive around gender issues and try to involve both parents in the decision making around the care for their child. • Healthcare providers should help clients to become more aware of the resources available to them in the hospital and in the community.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.213
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.003
Scholarly communication0.0000.001
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 head0.102
GPT teacher head0.362
Teacher spread0.259 · 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