MétaCan
Menu
Back to cohort
Record W4409525726 · doi:10.1186/s12909-025-07123-9

Examining nursing students’ learning through reflective analysis using Ray’s Transcultural Caring Dynamics in Nursing and Health Care Theory

2025· article· en· W4409525726 on OpenAlexaff
Tzu‐Jung Tseng, Marilyn A. Ray, Chiung‐Jung Wu

Bibliographic record

VenueBMC Medical Education · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCultural Competency in Health Care
Canadian institutionsCentre for Global Health Research
FundersMinistry of Education, India
KeywordsNursingDynamics (music)Transcultural nursingMedical educationPsychologyNurse educationHealth careNursing theoryMEDLINEMedicinePedagogy

Abstract

fetched live from OpenAlex

BACKGROUND: Critical reflection empowers nursing students understanding as they become caring health professionals. Clinical nursing staff must have cultural sensitivity and empathy to provide culturally relevant care that meets the needs of patients from diverse cultures and ethnicities. Currently, the nursing profession is facing a shortage of nurses, which challenges the quality of care in Taiwan and the global community. An important mission of education is to cultivate nursing students with the professional competence to provide appropriate care to patients and families. This study explored nursing students' reflections on the meaning of caring in professional nursing. METHOD: Data were collected from the written reflections of 32 who completed their basic professional nursing courses at a Taiwanese university. A reflective thematic analysis guided by Ray's theory of Transcultural Caring Dynamics in Nursing and Health Care, highlighting the dimensions of caring, transcultural ethics, transcultural context, and universal sources (spirituality), was used to provide an understanding of how students viewed integrative patient-centred caring, and how they gained self-awareness and insights into their family relationships. FINDINGS: Four themes were derived from students' reflective documents. The identified themes included building a caring experience to meet individuals' physical and psychological needs; learning caring ethics by respecting individual's integrity and rights; family, school peers, and communities affecting the caring experience, and exploring teaching and learning approaches to enhance the caring experience. CONCLUSIONS: Findings from students' reflections indicate that individual patient needs should be considered when providing appropriate nursing care. Additionally, multiple teaching-learning strategies demonstrated their effectiveness in enabling nursing students to develop self-awareness in seeking an understanding of culturally appropriate care decisions.

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)0.002
metaresearch head score (Gemma)0.001
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 score0.236
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0010.000
Scholarly communication0.0000.000
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 head0.063
GPT teacher head0.492
Teacher spread0.429 · 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
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueBMC Medical EducationSame topicCultural Competency in Health CareFrench-language works237,207