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Record W4307255899 · doi:10.55504/2578-9333.1101

Insights from Nursing Students about Factors Affecting and Strategies Supporting their Mental Health

2022· article· en· W4307255899 on OpenAlexaff
Saima Hirani, Ambreen Tharani, Zohra Jetha, Shehla Khan

Bibliographic record

VenueJournal of Wellness · 2022
Typearticle
Languageen
FieldPsychology
TopicResilience and Mental Health
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsMental healthNursingMental health nursingPerceptionNurse educationPsychologyQuality (philosophy)MedicineMedical educationPsychiatry

Abstract

fetched live from OpenAlex

Introduction: Nursing students experience high stress and mental health issues. It is essential to pay adequate attention to students’ mental health so they are trained to deliver quality patient care in complex settings. In order to provide a healthy environment to student nurses, it is essential that nursing students’ voices are heard. This study aims to explore nursing students’ perceptions about factors that influence their mental health and understand strategies that support mental health during nursing education. Methods: The study used an exploratory descriptive qualitative design to achieve the objective. Purposive sampling was used to recruit nursing students from a university representing undergraduate and graduate nursing programs. Data were collected using four focus group discussions. All discussions were audio recorded and transcribed. Coding was generated by the research team to drive key themes and sub themes. Results: The 28 participants identified teachers’ attitude, university environment and family responsibilities as key factors influencing their mental health. They also recommended several strategies for nursing institutions to promote students’ mental health during training. Conclusion: Nursing students are the future of healthcare systems. It is important that their mental health is given priority during nursing training. Promoting mental health would help nursing institutions create environments that foster health and well-being of students. These findings may also be useful for promoting mental health of students in other healthcare disciplines.

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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.211
Threshold uncertainty score0.524

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
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 head0.025
GPT teacher head0.410
Teacher spread0.385 · 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

Citations6
Published2022
Admission routes1
Has abstractyes

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