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Record W7115883452 · doi:10.28984/cnpj.v5i1.483

Understanding the Healthcare Teams’ Experiences of Working with Nurse Practitioners: A Mixed-Method’s Survey Study

2025· article· W7115883452 on OpenAlexaboutno aff

Bibliographic record

VenueCanadian Nurse Practitioner Journal · 2025
Typearticle
Language
FieldHealth Professions
TopicNursing Roles and Practices
Canadian institutionsnot available
Fundersnot available
KeywordsThematic analysisHealth careQualitative propertySurvey data collectionPatient satisfactionQualitative researchPerceptionSurvey researchComputer-assisted web interviewing

Abstract

fetched live from OpenAlex

Aim: This study aimed to explore the experiences and perceptions of healthcare team members working with NPs across multiple practice areas within the Fraser Health Authority, a large health authority in British Columbia, Canada. Background: Nurse Practitioners (NPs) are increasingly integrated into healthcare teams, providing advanced clinical expertise, enhancing patient-centered care, and fostering collaboration. However, little is known about how the integration of NPs impacts the team experience. Methods: A mixed-methods study using an online cross-sectional survey with integration of closed and opened ended survey data was employed, involving primarily quantitative questions with optional open-ended qualitative responses from 115 participants. The quantitative data assessed various attributes of satisfaction across multiple units and clinics, while thematic analysis was used to identify major themes from qualitative data. Findings: High satisfaction was noted in urgent care and surgical units, while lower satisfaction emerged in patient assessment transition to home units where NPs served as MRPs. Three key themes were identified: enhanced patient-centered care, collaborative and integrated team dynamics, and advanced clinical expertise and accessibility. Some participants expressed concerns about delays in patient flow due to thorough NP assessments and diagnostics. Conclusion: NPs significantly contribute to patient-centered care, team collaboration, and overall healthcare quality. However, satisfaction with NP integration varies across settings, particularly in units where NPs assume greater responsibility as MRPs. Tailoring NP roles to fit the unique needs of specific healthcare settings, fostering role clarity, and promoting interprofessional collaboration are key to optimizing NP integration and satisfaction. Future research should explore unit-specific dynamics and strategies for improving NP effectiveness, as well as examining the perception of impact on access and flow related to NP assessments and diagnostics.

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)0.014
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.639
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0140.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.003
Science and technology studies0.0110.001
Scholarly communication0.0010.002
Open science0.0010.000
Research integrity0.0010.006
Insufficient payload (model declined to judge)0.0020.000

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 head0.176
GPT teacher head0.431
Teacher spread0.255 · 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.

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

Citations0
Published2025
Admission routes1
Has abstractyes

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