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Record W3009321329 · doi:10.1111/scs.12834

Humanistic caring, a nursing competency: modelling a metamorphosis from students to accomplished nurses

2020· article· en· W3009321329 on OpenAlexafffund
Dimitri Létourneau, Johanne Goudreau, Chantal Cara

Bibliographic record

VenueScandinavian Journal of Caring Sciences · 2020
Typearticle
Languageen
FieldNursing
TopicNursing education and management
Canadian institutionsUniversité de Montréal
FundersFonds de Recherche du Québec-Société et Culture
KeywordsHumanismNursingGraduation (instrument)Phenomenology (philosophy)PsychologyHumanistic psychologyNurse educationMeaning (existential)MedicineMedical educationEpistemologyPsychotherapist

Abstract

fetched live from OpenAlex

BACKGROUND: Most nursing regulatory bodies expect nurses to learn to be humanistic and caring. However, the learning process and the developmental stages of this competency remain poorly documented in the nursing literature. METHODS: The study used interpretive phenomenology, and 26 participants (students and nurses) were individually interviewed. Benner's (1994) method was adapted and concretised into a five-phase phenomenological analysis to assist with intergroup comparisons. RESULTS: Critical milestones and developmental indicators were identified for each of the five stages of the 'humanistic caring' competency. Satisfaction and meaning at work seemed closely connected to the development of 'humanistic caring'. Links emerged between the development of 'humanistic caring' and three other competencies. CONCLUSIONS: Nurse educators might insist on the fact that 'humanistic caring' goes beyond nurse-patient communication and that it is integrated in nursing care. The findings highlight that nurses' working conditions should be improved in order to uphold humanistic caring after graduation.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.272
Threshold uncertainty score0.796

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
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 head0.060
GPT teacher head0.348
Teacher spread0.288 · 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 designObservational
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

Citations56
Published2020
Admission routes2
Has abstractyes

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