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Record W4390967666 · doi:10.1080/02615479.2024.2304236

Social work undergraduate curriculum and the readiness of the students to practice in the field of mental health

2024· article· en· W4390967666 on OpenAlex
Chinyere Onalu, Prince Chiagozie Ekoh

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

VenueSocial Work Education · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Work Education and Practice
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsMental healthCurriculumThematic analysisSocial workMedical educationContext (archaeology)PsychologyField (mathematics)PedagogySociologyQualitative researchMedicinePolitical scienceSocial sciencePsychiatry

Abstract

fetched live from OpenAlex

With the growing economic and sociopolitical challenges, coupled with the COVID-19 pandemic and the increasing use of social media, Nigeria is recording a continuous increase in mental health problems. Social workers are expected to be at the forefront of mental health management, which begs the question of whether student social workers are ready for mental health practice. This paper sets out to find out the extent to which the content of the undergraduate curriculum of the Department of Social Work, University of Nigeria, Nsukka, prepares the students to practice in the field of mental health. In-depth interviews were used to collect data from 20 purposively selected undergraduate social work students. Thematic analysis was used to analyze the generated data. Findings show that the students who participated in the study believed that the curriculum has sufficient mental health courses to prepare them to practice in the field of mental health. Highlighting the paramount role of educators, the participants also indicated a need to improve the delivery of the course contents by educators. With this, it is necessary to introduce practical context-based and innovative delivery methods like the recent use of video simulations for mental health service delivery training.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.909
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.004
Science and technology studies0.0020.000
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 head0.018
GPT teacher head0.445
Teacher spread0.427 · 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