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Record W4402195493 · doi:10.1080/02615479.2024.2361730

Teaching the art of compassionate inquiry: involving survivors from 9/11 in social work education

2024· article· en· W4402195493 on OpenAlexafffund
Joe Duffy, Gillian O’Shea Brown, Carol Tosone

Bibliographic record

VenueSocial Work Education · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Work Education and Practice
Canadian institutionsQueen's University
FundersUS-UK Fulbright CommissionYork University
KeywordsSocial workWork (physics)PsychologySocial justiceSociologyPedagogyMedical educationMedicinePolitical scienceCriminologyLawEngineering

Abstract

fetched live from OpenAlex

This paper reports findings from pedagogic research evaluating the impact of the involvement of survivors from the World Trade Center attacks in New York City in 2001 in trauma-specific social work education. A pedagogic approach to mental health education is discussed which aims to prepare students to develop trauma-informed assessment and intervention skills concurrent with their encounters with trauma survivors in field practice placements. The small-scale research involved surveying students’ evaluations at a university in New York, following exposure to first-hand accounts of survivors’ experiences. Across the three areas—confidence in knowledge of trauma, impact on learning, and preparation for field practice—the evaluation findings indicate that the students’ knowledge, gained from the involvement of 9/11 survivors, improved over time. This paper presents the background to this project, preparations involved, and findings from research evaluations with the students. The findings suggest that the involvement of those with direct and lived trauma experience in classroom teaching, whilst challenging, can yield positive impacts for students. The 9/11 survivors poignantly shared with students that their lives were changed forever in the aftermath of these events. The findings have potential global educational impact and resonance.

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)0.007
metaresearch head score (Gemma)0.010
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.007
Threshold uncertainty score0.035

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.010
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0060.009
Scholarly communication0.0050.003
Open science0.0020.011
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0030.001

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 head0.046
GPT teacher head0.390
Teacher spread0.343 · 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 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

Citations0
Published2024
Admission routes2
Has abstractyes

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