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Record W2989568437 · doi:10.5430/jnep.v10n2p91

Institutional accreditation by nursing education and training quality assurance: Perspectives of heads of private nursing institutions in South Africa

2019· article· en· W2989568437 on OpenAlexvenueno aff
Ntomfifikile Gloria Mtshali, Thobile Namsile Vina. Shelembe, Joanne R. Naidoo, Alexis Harerimana

Bibliographic record

VenueJournal of Nursing Education and Practice · 2019
Typearticle
Languageen
FieldHealth Professions
TopicHealthcare Quality and Management
Canadian institutionsnot available
Fundersnot available
KeywordsAccreditationNursingNurse educationMedicineQuality (philosophy)Quality assuranceMedical educationAccountabilityThematic analysisHigher educationQualitative researchPolitical scienceSociology

Abstract

fetched live from OpenAlex

Background and objective: Nursing education throughout the world is striving for international competitiveness and accountability for effectiveness, quality, and trust to the students, patients, and the community, thus making the issue of institutional accreditation increasingly important. The aim of this paper was to explore the perceptions of heads of private nursing institutions on the benefits of school accreditation by nursing education and training quality assurance (ETQA) in KwaZulu-Natal region, South Africa.Methods: The study adopted a qualitative approach. Data were collected from seven heads of private nursing institutions. In-depth interviews were used to explore the perceived benefits of the accreditation of nursing institutions by Nursing ETQA. Thematic content analysis was used in this study to analyse the collected data. The study adhered to all ethical principles.Results: The findings from this study revealed that heads of private nursing institutions perceived the accreditation by nursing ETQA as a tool used to promote quality outcomes in nursing education. Results from this study further revealed that accreditation is a mechanism of ensuring high standards of performance, and it increases trust, confidence, and reinforcement of uniformity across the nursing education sector. In this study, several challenges were reported to hinder the accreditation process including as a disjoint and an inconsistent process of accreditation, unclear criteria for accreditation, the high cost of accreditation, accreditation being detrimental to teaching the outcome, lack of uniformity in the recommendations; and a lengthy process of accreditation.Conclusions: Accreditation is an important tool to ensure that programs and degrees meet the highest standards of education. In nursing education, the accreditation process is associated with several challenges, and there is a need for collaborative and well-coordinated accreditation of nursing schools nationally and globally.

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)0.003
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.149
Threshold uncertainty score0.857

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.299
GPT teacher head0.576
Teacher spread0.277 · 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 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

Citations3
Published2019
Admission routes1
Has abstractyes

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