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Record W7038739952

Knowledge and attitudes of Ball State University pre-service elementary education teachers toward emergency care in the school setting

2011· other· en· W7038739952 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

VenueCardinal Scholar (Ball State University) · 2011
Typeother
Languageen
FieldImmunology and Microbiology
TopicAquaculture disease management and microbiota
Canadian institutionsnot available
Fundersnot available
KeywordsEmergency departmentQuarter (Canadian coin)Knowledge levelPerceptionSchool teachersMultivariate analysisCross-sectional studyEmergency nursing
DOInot available

Abstract

fetched live from OpenAlex

Unintentional injuries are the leading cause of death for children aged 5-19 Twenty-two million children are injured each year and approximately one quarter of these injuries occur on school premises. Schools must provide nursing services to children who attend school, but ratios of registered nurses to students is higher than the 1:750 recommended ratio. Current school teachers believe pre-service teachers should be trained in emergency care in teacher training programs. Yet, no research has been conducted to evaluate pre-service teachers’ knowledge and attitudes toward emergency care. The purpose of the study was to investigate pre-service teachers’ knowledge of and attitude toward emergency care in the school setting. A cross sectional group-comparison survey design was used. A 40-item questionnaire was administered to pre-service elementary teachers at Ball State University located in Muncie, IN. The questionnaire consisted of questions from “Emergencies in the school setting: Are public school teachers adequately trained to respond?” and Urban
\npublic school teachers’ attitudes and perceptions of the effectiveness of CPR and automated external defibrillators. Sub-group comparisons were made using bivariate and multivariate analyses of similar demographic, attitude, and knowledge questions. Findings indicated that pre-service teachers have a positive attitude toward emergency care, low levels of knowledge about emergency care, and a low level of willingness to provide emergency care in schools. In addition, when comparing pre-service teachers who had received emergency care training to those who did not, a statistically significant difference was found in their knowledge about emergency care. Emergency care training has limited influence on pre-service teachers’ attitudes and willingness to provide care.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
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 score0.213
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.009
GPT teacher head0.224
Teacher spread0.215 · 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