THE ROLE OF PSYCHOLOGICAL FACTORS IN THE FORMATION OF COMMITMENT TO PREVENTIVE AND REHABILITATIVE MEASURES IN THE ALUMINUM INDUSTRY WORKERS
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
Subject of research – the prevalence of various levels of motivation for wellness and a healthy lifestyle, the prevalence of emotional burnout, negative affectivity and social suppression among aluminum industry workers. Objective of research – the research of the role of psychological factors in the formation of adherence to preventive and rehabilitative measures among workers in the aluminum industry. Methods of research. The surveys were conducted using the «Index of motivation for wellness and healthy lifestyle» questionnaires, DS14, Spielberger-Khanin by Toronto alexithymia scale (TAS), V.V. Boyko, N.I. Vlakh. A survey was conducted with 122 workers in the aluminum industry who were examined and treated at the clinic of the Research Institute for Complex Problems of Hygiene and Occupational Diseases. Results. The prevalence of various levels of motivation for wellness and a healthy lifestyle and the prevalence of burnout syndrome among aluminum production workers were determined. An association of negative affectivity and motivation for a healthy lifestyle was revealed. Field of application. Occupational medicine, occupational pathology, medical psychology. Conclusions. Aluminum production workers significantly differ in the level of motivation for wellness and a healthy lifestyle. Negative affectivity is associated with a decreased level of motivation for wellness and a healthy lifestyle. A high prevalence of people with burnout syndrome among workers in the aluminum industry was revealed. The role of psychological factors in the formation of adherence to preventive and rehabilitative measures among workers in the aluminum industry needs further studying.
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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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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