Health promoting lifestyle behaviors and related risk factors among female employees in Zagazig city
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
Normal 0 false false false EN-US X-NONE AR-SA MicrosoftInternetExplorer4 Aim of the study: This study aimed to measure health Promoting lifestyle behaviors and related risk factors among female employees in Zagazig City. Subjects and Methods: A cross sectional research design was selected to achieve the aim of the current study. The study was carried out on females employed in the governorate building in Zagazig city. Study participants: The study sample is a convenience sample of 200 females recruited from Zagazig Governorate administrative building. The inclusion criteria included females, aged 25 to 55, working in any administrative department for any duration and willing to participate in the study. The exclusion criteria were females not suffering from hypertension, diabetes mellitus. Results: Results revealed that about one fifth of the studied sample (20%) was hypertensive, while 26% and 68.5% respectively were diabetic and obese. No statistically significant relation between chronic illnesses (hypertension, diabetes and obesity) and healthy promoting lifestyle behaviors among study sample. Conclusion: Results suggest that participants do not consistently include health-promoting behaviors into their lifestyle, especially exercise, health responsibility and stress management. Recommendation: Develop a process to promote worksite wellness programs, to complete health assessments, and to support behavioral changes intended to promote healthy lifestyles.
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 | 0.008 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| 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