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Record W7114794567 · doi:10.60787/bsuje.vol25no1.11

NARRATIVE MEDICINE IN EDUCATION: EXPLORING IMPACT OF EXPRESSE DEMOTIONAL INTELLIGENCE ON MENTAL WELL-BEING OF STUDENTS THROUGH NIGERIA LITERATURE CONTENT

2025· article· en· W7114794567 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueAfrischolar Discovery · 2025
Typearticle
Languageen
FieldMedicine
TopicEmpathy and Medical Education
Canadian institutionsDiscovery Centre
Fundersnot available
KeywordsEmpathyNonprobability samplingNarrativeReading (process)PopulationContent analysisMental healthEmotional intelligenceDescriptive statistics

Abstract

fetched live from OpenAlex

This study investigated narrative medicine in education: exploring impact of expressed emotional intelligence on mental well-being of students through Nigeria literature content. The study adopted a descriptive survey design of quantitative nature. The population for this study consisted of 250 Senior Secondary school students who were offering English Literature as a subject in Lagos state. Purposive random sampling technique was used to select 250 secondary school students consisting of 115 male and 135 female students from five randomly selected public secondary school in Lagos State. Two research questions were answered and impact of literature content on expressed emotional intelligence and mental well-being of students’scale was used for data collection. The instrument is self-constructed by the researchers and it was validated using test-retest method. It had an internal consistency of 0.86. The data of the study were analyzed using percentage, bar chart, pie chart, and multiple regression analysis statistical tools to answer the research questions at 0.05 alpha level of significance. The result of the study revealed that the use of Nigeria literature content as narrative medicine in education impact positively on expressed emotional intelligence and mental well-being of secondary school students. Therefore, it was recommended that students should be encouraged to read literary works because reading literature fosters empathy by allowing individuals to step into the shoes of diverse characters and understand their struggles.

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)0.000
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.293
Threshold uncertainty score0.516

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.040
GPT teacher head0.380
Teacher spread0.340 · 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