MétaCan
Menu
Back to cohort
Record W2934678251 · doi:10.5539/gjhs.v11n4p125

Exploration of Student Nurses’ Voices Regarding Self-Leadership in Clinical Learning at the Limpopo College of Nursing, South Africa

2019· article· en· W2934678251 on OpenAlex
M. A. Mmakola, Tebogo Maria Mothiba, Mamare Adelaide Bopape

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.

venuePublished in a venue whose home country is Canada.
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

VenueGlobal Journal of Health Science · 2019
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicOrganizational Change and Leadership
Canadian institutionsnot available
Fundersnot available
KeywordsNonprobability samplingPsychologyAccountabilityContext (archaeology)Leadership studiesLeadership styleTheme (computing)Transactional leadershipMedical educationNursingPedagogyMedicineSocial psychologyPolitical science

Abstract

fetched live from OpenAlex

BACKGROUND: Self-leadership is explained as a dynamic interaction of cognitive, behavioural and effective elements, geared towards self-influencing actions of an individual within the academic context. The purpose of this study was to determine the views of student nurses regarding self-leadership in clinical learning at the Limpopo College of nursing, South Africa OBJECTIVE: A non- probability, convenience, purposive sampling was used to select 16 students who voluntarily agreed to participate in this study. The researcher conducted semi-structured, one-to-one interviews which were audio recorded and transcribed. Data collection was done and analysed using the Tesch’s inductive, descriptive coding technique. RESULTS: One theme and its sub-themes emerged namely: self-leadership associated with responsibility and accountability, self-leadership viewed as a learned strategy, self-leadership - a difficult act to achieve, self-leadership is a beneficial process during clinical learning periods and self-leadership viewed as the adoption of personal values CONCLUSION: The findings of the study revealed that students shared the same views related to the enhancement of self-leadership in the clinical environment. In this regard, the various strategies were found to be used by students to support self-leadership learning.

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)0.005
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 score0.169
Threshold uncertainty score0.268

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
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 head0.199
GPT teacher head0.378
Teacher spread0.179 · 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