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Record W3165667765 · doi:10.1111/ppc.12854

The effect of affective learning on alexithymia, empathy, and attitude toward disabled persons in nursing students: A randomized controlled study

2021· article· en· W3165667765 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenuePerspectives In Psychiatric Care · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicInclusion and Disability in Education and Sport
Canadian institutionsnot available
Fundersnot available
KeywordsAlexithymiaEmpathyPsychologyToronto Alexithymia ScaleRandomized controlled trialIntervention (counseling)Transformative learningClinical psychologyScale (ratio)NursingMedicineDevelopmental psychologyPsychiatry

Abstract

fetched live from OpenAlex

PURPOSE: To evaluate the effect of affective learning on alexithymia, empathy, and attitude toward disabled persons in nursing students. DESIGN AND METHODS: This prospective, randomized, controlled trial study was implemented among 70 nursing students. Based on transformative learning theory, the affective learning method was applied to the intervention group. Toronto Alexithymia Scale (TAS), Empathic Tendency Scale (ETS), and Attitudes Toward Disabled Person Scale (ATDPS) were administered to both groups. RESULTS: The intervention group showed a statistically and significantly lower score at TAS and higher score at ATDPS compared to the control group, whereas no statistically significant difference was found in ETS score. PRACTICE IMPLICATIONS: Affective learning methods could be implemented in the nursing course for improving students' attitude toward disabled persons, and reducing alexithymia.

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)0.003
metaresearch head score (Gemma)0.004
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 score0.300
Threshold uncertainty score0.478

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
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 head0.008
GPT teacher head0.379
Teacher spread0.371 · 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