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Record W2464528608

Immigrant Filipino nurses in Western Canada from 1950-2000: An oral history study

2010· article· en· W2464528608 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueUWE Research Repository (UWE Bristol) · 2010
Typearticle
Languageen
FieldHealth Professions
TopicGlobal Health Workforce Issues
Canadian institutionsnot available
Fundersnot available
KeywordsImmigrationWorkforceOral historyContext (archaeology)NursingMedicinePolitical scienceSociologyHistory
DOInot available

Abstract

fetched live from OpenAlex

The study of the history of immigrant Filipino nurses in Canada is an area that has hardly been explored. Given Canada’s role as a major receiving country of a significantly growing number of Filipino migrants and specifically the steady rate at which Filipino nurses are joining the Canadian health care workforce, exploration of Filipino nurses’ biographical oral histories will provide insight into their motivations for emigrating as well as immigrant experiences. The purpose of this study is to explore individual life histories of Filipino nurses in order to provide preliminary insight into how those are intertwined with larger migration patterns, educational trends, and foreign presence in the Philippines. Documentation regarding immigrant Filipino nurses and immigrant nursing in Canada in general is examined, and experiences of immigrant Filipino nurses in British Columbia and Alberta and selected nurses still in the Philippines through oral history is explored. Through exploration of life and work experiences, the study illustrates larger social trends reflected in individuals’ stories, as well as illustrating how individuals experienced larger social pressures. Little preliminary historical work on Filipino nurse work experience in Canada exists. The study contributes an important historical understanding of the significance impact Filipino nurse immigration has on the Canadian health care system in the broader context of colonization and nurse migration. Complementary to the impact on the Canadian system, how the educational, economic, and societal context of Filipino nurses in the Philippines shapes this phenomenon will be highlighted. The paper concludes that life history of a relatively small number of Filipino nurses provides important insight in larger migration dynamics and work force tensions in nursing and health care.

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 categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.442
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.005
Insufficient payload (model declined to judge)0.0010.000

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 head0.081
GPT teacher head0.458
Teacher spread0.377 · 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