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Record W2904842887 · doi:10.25316/ir-2712

Fifteen-thousand feet: what BC educators know and need to know to embed trauma informed practice in schools

2018· dissertation· en· W2904842887 on OpenAlexaboutno aff
D. A. Fraser

Bibliographic record

VenueVIURRSpace (Vancouver Island University) · 2018
Typedissertation
Languageen
FieldSocial Sciences
TopicGun Ownership and Violence Research
Canadian institutionsnot available
Fundersnot available
KeywordsNeed to knowMedical educationMedicinePsychologyComputer securityComputer science

Abstract

fetched live from OpenAlex

Trauma informed practice in schools is a new field of education that has become part of policy in British Columbia’s public school systems as determined by the BC Ministry of Education. Though the Ministry of Education has mandated through policy that trauma informed practices must be embedded in school practices, there has not been any programming or professional development from the Ministry to assist BC educators in meeting this ideal. Existing statistics show that BC has a higher than average percentage of students with disability designations of “Behaviour Support or Students with Mental Illness” and “Intensive Behaviour Intervention or Serious Mental Illness”. BC also has one of the highest child poverty rates in Canada. These factors combined suggest that the rate of childhood trauma in BC may be significant. This study aims to identify what knowledge BC educators need to know to embed trauma informed practice in teaching practice, and compare that theoretical background to what a small group of BC educators already know and are actively doing to support students who have experienced trauma. A qualitative research methodology was used with interviews as a data collection instrument. Thematic analysis was applied. The results indicate that participants do not consider their practice to be trauma informed, nor do they have formal training to implement trauma informed practices. However, some of the practices BC educators are doing are consistent with trauma informed practice, though BC educators are not using the label of trauma informed to describe their practice.

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 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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.206
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.003
Science and technology studies0.0010.000
Scholarly communication0.0010.002
Open science0.0010.000
Research integrity0.0010.001
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 head0.014
GPT teacher head0.313
Teacher spread0.300 · 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 teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreOther

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
Published2018
Admission routes1
Has abstractyes

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