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Record W7077864988 · doi:10.17605/osf.io/67gmj

Exploring the Influence of Organizational Culture on Transition Related Issues Experienced by Internationally Educated Nurses Practicing in Canada: A Focused Ethnography

2025· other· en· W7077864988 on OpenAlexaboutno aff

Bibliographic record

VenueOpen Science Framework · 2025
Typeother
Languageen
FieldPhysics and Astronomy
TopicTheoretical and Computational Physics
Canadian institutionsnot available
Fundersnot available
KeywordsOrganizational cultureEthnographyPermissionQualitative researchPreceptorInformed consentQuality (philosophy)Resistance (ecology)Health care

Abstract

fetched live from OpenAlex

Background Internationally educated nurses (IENs) have played an important role in providing quality health care. Upon becoming employed in the country IENs have migrated from, they often encounter variations in culture (values, beliefs, assumptions, practices, and behaviours) in the organizations where they practice. Purpose: To explore the ways in which organizational culture (values, beliefs, practices, and behaviours) influences transition related issues experienced by IENs who are practicing at hospitals in Ontario, Canada. Key informants, such as hospital administrators and nurse leaders/managers that influence the transition experience that may speak to the characteristics of organizational culture will be included in this study. Sample: Convenience sampling will be used to recruit participants. This would include 20-25 IENs, as primary participants, who have worked for at least 6 months in the hospitals across Ontario, Canada and 10-15 key informants, including hospital administrators, leaders/managers, or RN or RPN self identifies as an IENs or non-IENs. They will be willing to provide consent to participate in the study and consent to be audio-recorded for the study interview. Methodology: Constructivism and intersectionality will be used as lenses to inform the methodological approach of focused ethnography. Data Collection: A semi-structured interview guide will be used during individual audio-recorded interviews with study participants. Individual interviews will last for 60-90 minutes and will be conducted via Zoom. Methods: Graduate student researcher (GSR) will obtain permission from the university ethics board via their official portal Western Research Ethics Manager (WREM). Once permission is granted, the study recruitment process will be initiated. The study will recruit primary participants of IENs and key informants who are working in an administrative, leadership or managerial position in the Ontario based hospitals. Study participants will be recruited using a wide range of social media networks. Study posters will be created and circulated within each social media group. Posters will provide detailed information about the study, eligibility criteria, and contact details of GSR. The GSR would then set a date and time for the individual interview to take place via zoom. The individual interviews will be audio-recorded and then transcribed verbatim. Transcribed data will be managed using NVivo data management software. Thematic analysis will be used to elucidate study findings (Braun & Clarke, 2022). Denzin and Lincoln’s (2005) criteria for establishing the trustworthiness of qualitative research will be attended to throughout this study.

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)0.000
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: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.331
Threshold uncertainty score0.759

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.013
GPT teacher head0.294
Teacher spread0.281 · 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 designTheoretical or conceptual
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

Citations0
Published2025
Admission routes1
Has abstractyes

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