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Record W4404485884 · doi:10.3126/sjds.v9i1.71623

Experience of Violence of Social Work Students in Field Studies: A Critical Review

2023· review· en· W4404485884 on OpenAlexaff
Natasha Mariette, Rita Dhungel

Bibliographic record

VenueSamriddhi Journal of Development Studies · 2023
Typereview
Languageen
FieldSocial Sciences
TopicSocial Work Education and Practice
Canadian institutionsUniversity of the Fraser Valley
Fundersnot available
KeywordsField (mathematics)Social workSociologyWork (physics)PsychologyPolitical scienceEngineeringMathematicsMechanical engineering

Abstract

fetched live from OpenAlex

Social workers work with clients who are distressed, have unmet needs, or have complicated psychosocial issues (substance abuse, homelessness, a health-care crisis, intimate partner violence, etc.). The purpose of this critical analysis is to critically evaluate what is known about social work students' experiences with violence in field education. This critical review synthesizes the existing literature on the experiences of violent social work students during their fieldwork. The study's objectives are to: 1) what sorts of violence do social work students encounter during field education? 2) What training and education are required to respond to violence experienced by social work students in field education? To achieve the goals of this review, we critically examined seven relevant works through a postmodern feminism lens. We identified three major themes: social work as a gendered profession, diverse types of violence in field education settings, and a lack of violence prevention and safety training. A critical study, such as participatory action research with social work students in field education, as well as community-based research with field educators and supervisors, is advised. Furthermore, social work students must receive occupational health and safety training so that they can prepare for and respond to violence in their field studies. This study verifies social work's classification as a gendered profession.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.017
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.006
Threshold uncertainty score0.031

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.017
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0060.006
Science and technology studies0.0010.003
Scholarly communication0.0040.003
Open science0.0010.002
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0020.000

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 head0.343
GPT teacher head0.587
Teacher spread0.243 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

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

Citations0
Published2023
Admission routes1
Has abstractyes

Explore more

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