Developing disaster management and first aid guidelines for school teachers in Cairo Egypt
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.
Bibliographic record
Abstract
Background : Each year, schools all over the world suffer from disasters, ranging from small to large damaging disasters that affect children safety and health. Teachers play significant roles in child protection. Therefore, teachers’ training is very important for effective school disaster management. Aim: This study aims at evaluating the effectiveness of educational guidelines on school teachers’ knowledge and skills regarding disasters and first aid management of school children. Methods : Quasi-experimental design utilized for conducting the study. Purposive sample of 59 school teachers from Mostafa Kamel preparatory school and Emad Ali Kamel primary school, Cairo Egypt allocated. Data were collected through demographic data, school teachers’ first aid and disaster management knowledge, observation checklist for first aid and disaster management. Results : The study revealed that, regarding knowledge, 18.6% of teachers had satisfactory first aid knowledge pre intervention; meanwhile post intervention was 66.1%. For practice, 59.3% of them gained adequate first aid practice after implementation of program, while pre intervention only 10.2% of them had. Also 1.7% of them had satisfactory disaster management knowledge and practice pre intervention, meanwhile post intervention 61% of teachers got with statistical significant difference pre and post intervention. Positive correlation found ( p > .000) among demographic characteristics, school teachers' knowledge and practice of first aid and disaster management. Conclusions : The study concluded that a disaster management and first-aid training program for school teachers improved their knowledge and practice. Recommendation: Implementation of this program is highly recommended for all school teachers to enhance their knowledge and practice regarding disaster and first aid management. Further research needed to assess the impact of such programs on school health safety and child health.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it