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Record W4229064795 · doi:10.5430/jnep.v12n9p16

Undergraduate nursing students’ attitudes towards the care of dying patients

2022· article· en· W4229064795 on OpenAlexvenueno aff
D. Williams, J. Nocella, Joset E. Brown

Bibliographic record

VenueJournal of Nursing Education and Practice · 2022
Typearticle
Languageen
FieldMedicine
TopicPalliative Care and End-of-Life Issues
Canadian institutionsnot available
Fundersnot available
KeywordsFeelingNursingThematic analysisScale (ratio)Nurse educationNursing careMedicinePsychologyMedical educationQualitative research

Abstract

fetched live from OpenAlex

Background and objectives: A holistic approach to care is essential as nurses must aim to address all aspects of a patient to provide the best quality and most personalized care. Regardless of nursing units or patients’ situations, dying is inevitable, and nursing students may need to provide care for the dying patient during pre-licensure preparation. Studies show nursing students are ill prepared to provide this care. This study aims to understand nursing students’ attitudes towards and perceived emotional preparation to care for dying patients at an undergraduate baccalaureate program in the northeast.Methods: The study utilized a mixed methods approach of analyzing the electronic survey distributed via Qualtrics to all nursing students in an undergraduate nursing program at a mid-size public university in northern New Jersey. The study utilized the Frommelt’s Attitudes Toward Care of Dying Scale with results analyzed through one-way ANOVA testing and regression tests utilizing SPSS software. Thematic analysis was used to analyze the answers to the open-ended questions.Results and conclusion: Sixty (N = 60) students completed the survey. Data analysis revealed a significant relationship between students with previous death experience and education through regression testing (p < .05). Themes included feeling unprepared and afraid of patient death and desiring to contribute positively to the dying patients’ experience. Results of this study may be used to encourage further discussion on the emotional aspects of nursing care for dying patients. Strategies can be implemented in undergraduate programs to enhance students’ emotional abilities to provide care during these distressing circumstances.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.003
Threshold uncertainty score0.014

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.223
GPT teacher head0.534
Teacher spread0.310 · 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 source (direct Gemma or distilled Codex), 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

Citations0
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Nursing Education and Practice→Same topicPalliative Care and End-of-Life Issues→French-language works237,207→