| Literature DB >> 35960781 |
András Spányik1,2, Dávid Simon3, Adrien Rigó2, Mark D Griffiths4, Zsolt Demetrovics2,5.
Abstract
BACKGROUND: Work-related stress is significantly higher among healthcare workers (HCWs) than in the general population. Elevated occupational stress has been linked to burnout syndrome and depression. Moreover, medical professionals working during infectious disease outbreaks are at especially high risk for these problems. The aim of the present study was to examine the mental health status of HCWs and possible predictors of mental health status related to the COVID-19 outbreak utilizing a complex comprehensive model.Entities:
Mesh:
Year: 2022 PMID: 35960781 PMCID: PMC9374232 DOI: 10.1371/journal.pone.0270156
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.752
Fig 1Hypothetical model of COVID-19 related factors’ possible effects on mental health.
Comparative descriptive statistics of the study variables between physicians and non-physician HCWs.
| Physicians | Non-physician healthcare workers | Total | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Variables | n | M | SD | n | M | SD | n | M | SD | Skewness | Kurtosis |
|
1. Frontline | 684 | .38a | .49 | 1,268 | .38a | .49 | 1,952 | .38 | .49 | 0.49 | -1.76 |
|
2. Displaced | 705 | .15a | .35 | 1,382 | .18a | .38 | 2,087 | .17 | .37 | 1.79 | 1.19 |
| 3. Insecurity | 703 | 4.98a | 1.95 | 1,369 | 4.85a | 1.98 | 2,072 | 4.89 | 1.97 | -0.57 | -0.88 |
| 4. Unpredictability | 702 | 4.50a | 2.24 | 1,371 | 4.72b | 2.21 | 2,073 | 4.64 | 2.22 | -0.42 | -1.29 |
| 5. Workload | 700 | 4.62a | 2.18 | 1,376 | 5.31b | 1.95 | 2,076 | 5.08 | 2.05 | -0.71 | -0.77 |
| 6. Work-related stress (ProQoL STS) | 675 | 23.59a | 7.40 | 1,285 | 24.20a | 7.57 | 1,960 | 23.99 | 7.52 | 0.45 | -0.25 |
| 7. Perceived stress (PSS) | 702 | 7.04a | 3.31 | 1,369 | 7.32a | 3.08 | 2,071 | 7.22 | 3.16 | -0.09 | -0.46 |
| 8. Burnout (MBI EE) | 701 | 23.80a | 13.26 | 1,372 | 24.91a | 12.93 | 2,073 | 24.54 | 13.05 | -0.01 | -1.01 |
| 9. Depression (BDI) | 705 | 6.64a | 5.20 | 1,381 | 7.32b | 5.24 | 2,086 | 7.09 | 5.24 | 0.58 | -0.44 |
Note. Means for physician HCWs and non-physician HCWs in the same row not sharing the same subscript are significantly different at p < .05 in the two-sided test of equality for column means. Cells with no subscript are not included in the test. Tests assume equal variances. ProQol STS: Professional Quality of Life Scale, Compassion Fatigue subscale; PSS: Perceived Stress Scale; MBI EE: Maslach Burnout Inventory for Human Service Survey; BDI: Beck Depression Inventory
Pearson correlations for study variables.
| Variables | n | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1. Age | 2,006 | - | ||||||||||
| 2. Sex | 2,072 | -.07 | - | |||||||||
| 3. Frontline | 1,952 | -.34 | -.09 | - | ||||||||
| 4. Displaced | 2,087 | -.19 | .07 | .44 | - | |||||||
| 5. Insecurity | 2,072 | -.02 | .05 | .00 | -.01 | - | ||||||
| 6. Unpredictability | 2,073 | -.18 | .03 | .22 | .20 | .31 | - | |||||
| 7. Workload | 2,076 | -.11 | .14 | .21 | .14 | .23 | .37 | - | ||||
| 8. Work-related stress (ProQoL STS) | 1,960 | -.12 | .14 | .08 | .09 | .29 | .23 | .19 | - | |||
| 9. Perceived stress (PSS) | 2,071 | -.25 | .13 | .12 | .10 | .29 | .31 | .23 | .55 | - | ||
| 10. Burnout (MBI EE) | 2,073 | -.27 | .11 | .16 | .13 | .34 | .38 | .32 | .58 | .66 | - | |
| 11. Depression (BDI) | 2,086 | -.27 | .10 | .17 | .14 | .28 | .33 | .22 | .59 | .72 | .72 | - |
Note.
a 0 = not working in the frontline 1 = working in the frontline
b 0 = were not displaced 1 = were displaced
* p < .05,
**p < .01
ProQol STS: Professional Quality of Life Scale, Compassion Fatigue subscale; PSS: Perceived Stress Scale; MBI EE: Maslach Burnout Inventory for Human Service Survey; BDI: Beck Depression Inventory
Fit statistics for the structural equation models.
| Model |
|
|
| CFI | TLI | GFI | RMSEA | Model AIC |
|---|---|---|---|---|---|---|---|---|
| Final full model | 18.45 | 11 | .072 | .99 | .99 | .99 | .018 (90% CI: .000, .031) | 96516.8 |
| Unconstrained multigroup model | 33.10 | 22 | .060 | .99 | .99 | .99 | .022 (90% CI: .000, .037) | 94786.2 |
| Multigroup model assuming structural invariance | 111.20 | 53 | .000 | .99 | .99 | .98 | .032 (90% CI: .024, .041) | 94782.0 |
Fig 2Relationship between COVID-19 related factors and mental health (final SEM model).
Note. Control variables (age, sex) and non-significant correlations are not presented. Figure shows standardized coefficients, correlations and variances of error terms. ε1–4 error terms of the four equations.
Total effects of COVID-19-related subjective factors, stress, and control variables on burnout and depression.
| Std. Coeff. | z | |||
|---|---|---|---|---|
| Burnout | Perceived stress | .40 | 21.70 | .000 |
| Work-related stress | .29 | 15.80 | .000 | |
| Insecurity | .25 | 12.35 | .000 | |
| Unpredictability | .21 | 10.04 | .000 | |
| Workload | .14 | 7.02 | .000 | |
|
| -.20 | -10.16 | .000 | |
|
| .07 | 5.44 | .000 | |
| Depression | Burnout | .37 | 18.87 | .000 |
| Perceived stress | .51 | 26.03 | .000 | |
| Work-related stress | .28 | 14.99 | .000 | |
| Insecurity | .21 | 12.85 | .000 | |
| Unpredictability | .21 | 9.71 | .000 | |
| Workload | .06 | 2.65 | .008 | |
|
| -.19 | -9.56 | .000 | |
|
| .07 | 5.38 | .000 |