Submitted:
17 October 2025
Posted:
21 October 2025
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Abstract
Keywords:
1. Introduction
2. Methods
2.1. Ethical Considerations
2.2. Statistical Analysis
3. Results
4. Discussion
5. Limitations of the Study
6. Conclusion
Funding
Institutional Review Board Statement
Informed Consent Statement
Acknowledgments
References
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| n=39 | n | % | |
|---|---|---|---|
| Workplace | Satellite | 25 | 64.1 |
| Center | 14 | 35.9 | |
| Gender | Male | 8 | 20.5 |
| Female | 31 | 79.5 | |
| Age | 18-25 | 0 | 0.0 |
| 26-35 | 7 | 18.0 | |
| 36-45 | 5 | 12.8 | |
| 46-55 | 14 | 35.9 | |
| 56-62 | 8 | 20.5 | |
| 62- | 5 | 12.8 | |
| Marital status | single | 3 | 7.7 |
| relationship | 10 | 25.6 | |
| married | 20 | 51.3 | |
| divorced/widow | 6 | 15.4 | |
| Number of children | no child | 11 | 28.2 |
| 1 child | 9 | 23.1 | |
| 2 children | 14 | 35.9 | |
| 3 or more than 3 | 5 | 12.8 | |
| Education | primary school | 2 | 5.1 |
| high school | 29 | 74.4 | |
| college, university | 8 | 20.5 | |
| Type of work | medical clerk | 2 | 5.1 |
| nurse | 30 | 76.9 | |
| doctor | 4 | 10.3 | |
| other heathcare worker (cleaner) | 2 | 5.1 | |
| other heathcare worker (patient transporter) | 1 | 2.5 | |
| Years spent in healthcare | 0-1 | 3 | 7.7 |
| 1-5 | 5 | 12.8 | |
| 6-10 | 7 | 17.9 | |
| 11-20 | 6 | 15.4 | |
| 21-30 | 9 | 23.1 | |
| 31-40 | 8 | 20.5 | |
| 40- | 1 | 2.6 | |
| Work schedule | one shift | 24 | 61.6 |
| two shifts | 7 | 17.9 | |
| continuous | 8 | 20.5 | |
| Workflow | inpatient care | 2 | 5.1 |
| chronic care | 12 | 30.8 | |
| outpatient care | 25 | 64.1 | |
| Secondary employment | no | 34 | 87.2 |
| yes | 5 | 12.8 |
| Burnout (N=39) |
mild | moderate | severe | p | |||
|---|---|---|---|---|---|---|---|
| N=4 | 10.3% | N=25 | 64.1% | N=10 | 25.6% | ||
| Health status | |||||||
| excellent | 0 | 0.0% | 4 | 80.0% | 1 | 20.0% | 0.640 |
| good | 2 | 8.3% | 16 | 66.7% | 6 | 25.0% | 0.729 |
| bearable | 2 | 20.0% | 5 | 50.0% | 3 | 30.0% | 0.700 |
| Healthcare use frequently | |||||||
| no | 0 | 0.0% | 3 | 100.0% | 0 | 0.0% | 0.773 |
| regularly | 1 | 14.3% | 4 | 57.1% | 2 | 28.6% | 0.697 |
| once | 1 | 11.1% | 6 | 66.7% | 2 | 22.2% | 0.690 |
| several times a year | 2 | 22.2% | 4 | 44.4% | 3 | 33.3% | 0.338 |
| once a month | 0 | 0.0% | 8 | 80.0% | 2 | 20.0% | 0.269 |
| several times a month | 0 | 0.0% | 0 | 0.0% | 1 | 100.0% | 0.120 |
| Absence due to illness | 2 | 20.0% | 6 | 60.0% | 2 | 20.0% | 0.203 |
| Voluntary screening test | 4 | 11.8% | 22 | 64.7% | 8 | 23.5% | 0.118 |
| Risk factors | |||||||
| taking medication | 2 | 10.5% | 12 | 63.2% | 5 | 26.3% | 0.225 |
| smoking | 2 | 20.0% | 4 | 40.0% | 4 | 40.0% | 0.777 |
| taking drugs | 0 | 0.0% | 1 | 100.0% | 0 | 0.0% | 0.785 |
| Diseases | |||||||
| diabetes | 0 | 0.0% | 1 | 50.0% | 1 | 50.0% | 0.010* |
| hypertension | 1 | 9.1% | 7 | 63.6% | 3 | 27.3% | 0.773 |
| cardiovascular disease | 1 | 25.0% | 2 | 50.0% | 1 | 25.0% | 0.578 |
| musculosceletal pain | 2 | 25.0% | 2 | 25.0% | 4 | 50.0% | 0.046* |
| history of cancer | 0 | 0.0% | 0 | 0.0% | 1 | 100.0% | 0.230 |
| psychiatric disease | 2 | 66.7% | 0 | 0.0% | 1 | 33.3% | 0.654 |
| Symptoms | |||||||
| irascibility | 1 | 12.5% | 3 | 37.5% | 4 | 50.0% | 0.031* |
| concentration disorder | 0 | 0.0% | 5 | 83.3% | 1 | 16.7% | 0.518 |
| anxiety | 1 | 33.3% | 1 | 33.3% | 1 | 33.3% | 0.220 |
| emotional stress | 3 | 20.0% | 7 | 46.7% | 5 | 33.3% | 0.162 |
| fatigue | 0 | 0.0% | 3 | 42.9% | 4 | 57.1% | 0.047* |
| mood swings | 1 | 11.1% | 4 | 44.4% | 4 | 44.4% | 0.322 |
| teeth grinding | 0 | 0.0% | 2 | 100.0% | 0 | 0.0% | 0.734 |
| sweating | 0 | 0.0% | 9 | 90.0% | 1 | 10.0% | 0.690 |
| urge to uritate | 0 | 0.0% | 2 | 66.7% | 1 | 33.3% | 0.145 |
| headache | 2 | 18.2% | 3 | 27.3% | 6 | 54.5% | 0.164 |
| neck, back pain | 3 | 15.8% | 12 | 63.2% | 4 | 21.1% | 0.085 |
| sleep disturbance | 1 | 12.5% | 6 | 75.0% | 1 | 12.5% | 0.597 |
| digestive disorder | 0 | 0.0% | 0 | 0.0% | 3 | 100.0% | 0.012* |
| appetite disorder | 0 | 0.0% | 0 | 0.0% | 1 | 100.0% | 0.117 |
| sexual disorder | 0 | 0.0% | 1 | 100.0% | 0 | 0.0% | 0.713 |
| skin symptom | 0 | 0.0% | 5 | 71.4% | 2 | 28.6% | 0.937 |
| increased smoking | 0 | 0.0% | 1 | 4.0% | 0 | 0.0% | 0.912 |
| Model I. | Model II. | Model III. | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| B | SE B | β | p | B | SE B | β | p | B | SE B | β | p | |
| Workplace* | 1.030 | 0.953 | 1.357 | 0.025* | 2.464 | 1.441 | 2.923 | 0.01* | 1.804 | 0.590 | 2.454 | 0.013* |
| Marital status* | 1.574 | 0.651 | 1.563 | 0.02* | 1.151 | 0.133 | 1.258 | 0.047* | 1.590 | 0.454 | 1.872 | 0.028* |
| Number of children | 0.090 | 0.048 | 0.091 | 0.089 | 0.688 | 0.184 | 0.982 | 0.76 | 1.092 | 0.556 | 1.366 | 0.87 |
| Work shedule* | 1.546 | 0.521 | 1.726 | 0.048* | 1.608 | 1.732 | 2.238 | 0.021* | 1.856 | 0.051 | 1.959 | 0.023* |
| Dysfunctional attitudes | 0.916 | 0.374 | 0.997 | 0.98 | 0.476 | 0.256 | 0.762 | 0.79 | ||||
| Depression* | 1.176 | 0.859 | 2.272 | 0.028* | 1.729 | 0.038 | 1.991 | 0.02* | ||||
| Emotional exhaustion* | 1.611 | 1.396 | 1.771 | 0.03* | 1.444 | 0.197 | 1.601 | 0.04* | ||||
| Mental exhaustion* | 2.054 | 1.238 | 2.753 | 0.02* | 1.402 | 0.223 | 1.952 | 0.03* | ||||
| Action to reduce of exhaustion | 0.968 | 0.730 | 0.758 | 0.76 | 0.691 | 0.477 | 0.998 | 0.87 | ||||
| Fatigue | 0.916 | 0.374 | 0.997 | 0.91 | ||||||||
| Muscosceletal pain* | 1.860 | 0.402 | 1.972 | 0.02* | ||||||||
| Digestive disorders* | 1.674 | 0.135 | 1.709 | 0.038* | ||||||||
| R2 | 0.213 | 0.698 | 0,566 | |||||||||
| F | 8.363 | 3.516 | 2.628 | |||||||||
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