| Literature DB >> 32787929 |
Ming-Yu Si1, Xiao-You Su2, Yu Jiang3, Wen-Jun Wang4, Xiao-Fen Gu5, Li Ma6, Jing Li7, Shao-Kai Zhang8, Ze-Fang Ren9, Ran Ren10, Yuan-Li Liu11, You-Lin Qiao12.
Abstract
BACKGROUND: Medical care workers experienced unprecedented levels of workload and pressure since the outbreak of coronavirus disease 2019 (COVID-19). Little is known about its exact impact on medical care workers and related factors in China. This study aims to identify the psychological impact of COVID-19 on medical care workers in China.Entities:
Keywords: Anxiety; COVID-19; China; Depression; Medical care worker; Posttraumatic stress disorder; Psychological; Stress
Mesh:
Year: 2020 PMID: 32787929 PMCID: PMC7422468 DOI: 10.1186/s40249-020-00724-0
Source DB: PubMed Journal: Infect Dis Poverty ISSN: 2049-9957 Impact factor: 4.520
Association between demographics and adverse psychological outcomes of the COVID-19 outbreak (n = 863)
| Variables | Impact of event | Depression | Anxiety | Stress | |||||
|---|---|---|---|---|---|---|---|---|---|
| β | β | β | β | ||||||
| Male | 253 (29.3%) | -0.617 | 0.091 | 0.520 | 0.188 | -0.135 | 0.714 | 0.169 | 0.730 |
| Female | 610 (70.7%) | Reference | Reference | Reference | Reference | ||||
| ≤ 29 | 277 (32.1%) | 0.233 | 0.754 | -0.473 | 0.557 | 0.954 | 0.202 | -1.089 | 0.274 |
| 30–39 | 390 (45.2%) | -0.410 | 0.572 | -0.683 | 0.385 | 0·414 | 0.517 | -0.968 | 0.320 |
| 40–49 | 145 (16.8%) | 0.480 | 0.545 | 0.238 | 0.782 | 0.531 | 0.506 | -0.008 | 0.994 |
| ≥ 50 | 51 (5.9%) | Reference | Reference | Reference | Reference | ||||
| Currently not married | 303 (35.1%) | -0.230 | 0.508 | -0.182 | 0.630 | 0.475 | 0.174 | -0.397 | 0.395 |
| Currently married | 560 (64.9%) | Reference | Reference | Reference | Reference | ||||
| Technical secondary or below | 104 (12.0%) | -0.198 | 0.722 | 0.170 | 0.778 | 0.431 | 0.441 | 0.084 | 0.910 |
| College | 466 (54.0%) | 0.372 | 0.306 | -0.134 | 0.733 | 0.450 | 0.219 | -0.206 | 0.672 |
| Advanced degree | 293 (34.0%) | Reference | Reference | Reference | Reference | ||||
| < 6000 | 377 (43.7%) | -0.117 | 0.782 | -0.158 | 0.728 | 0.442 | 0.296 | 0.164 | 0.771 |
| 6000–9999 | 277 (32.1%) | 0.391 | 0.381 | -0.445 | 0.358 | 0.066 | 0.883 | -0.061 | 0.919 |
| ≥ 10 000 | 209 (24.2%) | Reference | Reference | Reference | Reference | ||||
| Doctor | 377 (43.7%) | 0.607 | 0.114 | 0.597 | 0.154 | -0.046 | 0.905 | 0.398 | 0.443 |
| Nurse | 211 (24.4%) | 1.520 | 0.001 | 0.699 | 0.148 | 1.283 | 0.004 | 0·957 | 0.110 |
| Other health worker | 275 (31.9%) | Reference | Reference | Reference | Reference | ||||
| Yes | 52 (6.0%) | 1.800 | 0.010 | 2.324 | 0.002 | 1.782 | 0.011 | 2.797 | 0.003 |
| No | 811 (94.0%) | Reference | Reference | Reference | Reference | ||||
| Yes | 64 (7.4%) | -1.426 | 0.024 | -0.324 | 0.637 | -0.733 | 0.250 | -0.711 | 0.403 |
| No | 799 (92.6%) | Reference | Reference | Reference | Reference | ||||
| Yes | 281 (32.6%) | 0.262 | 0.460 | 0.791 | 0.039 | 0.475 | 0.182 | 0.646 | 0.174 |
| No | 582 (67.4%) | Reference | Reference | Reference | Reference | ||||
Association between variables related to the COVID-19 outbreak and adverse psychological outcomes (n = 863)
| Variables | Impact of event | Depression | Anxiety | Stress | |||||
|---|---|---|---|---|---|---|---|---|---|
| β | β | β | β | ||||||
| Yes | 221 (25.6%) | 0.407 | 0.285 | 0.776 | 0.059 | 0.308 | 0.421 | 0.610 | 0.232 |
| No | 642 (74.4%) | Reference | Reference | Reference | Reference | ||||
| Front line workers | 145 (16.8%) | 0.156 | 0.725 | 0.012 | 0.980 | 0.817 | 0.067 | 0.938 | 0.115 |
| Second line or others | 718 (83.2%) | Reference | Reference | Reference | Reference | ||||
| High concern | 639 (74.0%) | 1.704 | 0.000 | 0.218 | 0.595 | 0.163 | 0.669 | 1.232 | 0.015 |
| Less concern | 224 (26.0%) | Reference | Reference | Reference | Reference | ||||
| Yes | 820 (95.0%) | 0.983 | 0.197 | -0.014 | 0.986 | 0.147 | 0.848 | 1.206 | 0.239 |
| No or not sure | 43 (5.0%) | Reference | Reference | Reference | Reference | ||||
| Yes | 36 (4.2%) | 0.249 | 0.764 | 2.082 | 0.020 | 2.854 | 0.001 | 2.542 | 0.022 |
| No or not sure | 827 (95.8%) | Reference | Reference | Reference | Reference | ||||
| Yes | 11 (1.3%) | 3.045 | 0.039 | 5.265 | 0.001 | 3.563 | 0.017 | 7.808 | 0.000 |
| No | 852 (98.7%) | Reference | Reference | Reference | Reference | ||||
Factor loadings of perceived threat items among medical care workers (n = 863)
| Perceived threat (Items) | Factor1 | Factor 2 | Factor 3 |
|---|---|---|---|
| Stigmatization /distancing | Fears of infection | High-risk job | |
| Afraid of being infected by COVID-19 | -0.057 | 0.704 | 0.390 |
| Anxious to be shifted to the ward for COVID-19 | 0.213 | 0.848 | 0.057 |
| Worried about being quarantined or isolated | 0.138 | 0.860 | 0.122 |
| My job puts me at a high risk of being infected | 0.119 | 0.297 | 0.820 |
| My close contacts are at high risk of being infected | 0.182 | 0.090 | 0.888 |
| Friends and relatives are worried to be infected by me | 0.627 | 0.110 | 0.498 |
| I’m distanced by others due to my job | 0.916 | 0.142 | 0.113 |
| I’m stigmatized by others due to my job | 0.901 | 0.087 | 0.079 |
| Eigenvalue | 2.158 | 2.091 | 1.899 |
| Cumulative % of variance explained | 26.971 | 53.111 | 76.845 |
| Cronbach’s alpha | 0.812 | 0.780 | 0.793 |
Exploratory factor analysis, using principle component analysis for factor extraction (with varimax rotation)
Factor 1–3 addressed threat due to stigmatization/distancing, fears of infection and high-risk job
Pearson correlation between perceived threat, perceived social support, coping style and adverse psychological outcomes (n = 863)
| Variables | Impact of event | Depression | Anxiety | Stress | ||||
|---|---|---|---|---|---|---|---|---|
| β | β | β | β | |||||
| 0.342 | 0.000 | 0.284 | 0.000 | 0.234 | 0.000 | 0.353 | 0.000 | |
| | 0.517 | 0.000 | 0.674 | 0.000 | 0.548 | 0.000 | 0.761 | 0.000 |
| | 0.455 | 0.000 | 0.339 | 0.000 | 0.260 | 0.000 | 0.377 | 0.000 |
| | 0.666 | 0.000 | 0.560 | 0.000 | 0.529 | 0.000 | 0.772 | 0.000 |
| -0.003 | 0.856 | -0.109 | 0.000 | -0.106 | 0.000 | -0.130 | 0.000 | |
| 0.063 | 0.048 | -0.127 | 0.000 | -0.134 | 0.000 | -0.172 | 0.000 | |
| 0.234 | 0.000 | 0.309 | 0.000 | 0.247 | 0.000 | 0.318 | 0.000 | |
Fig. 1Percentage of participants with mild to extremely severe depression, anxiety and stress, and IES-6 scores more than the cut-off 10.
PTSD: Post traumatic stress disorder; IES: Impact of event scale
Fig. 2Percentage of participants with each IES-6 symptom and at least one IES-6 symptom.
IES: Impact of event scale
Fig. 3Percentage of participants with each perceived threat and at least one threat
Results of multiple linear regression analysis on IES-6 and DASS (n = 863)
| Variables | Impact of event | Depression | Anxiety | Stress | ||||
|---|---|---|---|---|---|---|---|---|
| β | β | β | β | |||||
| Male | -0.140 | 0.721 | - | - | - | |||
| Female | Reference | |||||||
| Doctor | -0.206 | 0.565 | - | -0.473 | 0.187 | - | ||
| Nurse | 0.549 | 0.201 | 0.930 | 0.026 | ||||
| Other health worker | Reference | Reference | ||||||
| Yes | 1.174 | 0.068 | 1.198 | 0.080 | 1.067 | 0.095 | 1.357 | 0.111 |
| No | Reference | Reference | Reference | Reference | ||||
| Yes | -1.549 | 0.015 | - | - | - | |||
| No | Reference | |||||||
| Yes | - | 0.344 | 0.323 | - | - | |||
| No | Reference | |||||||
| Yes | - | 0.588 | 0.111 | - | - | |||
| No | Reference | |||||||
| Highly concerned | 1.488 | 0.000 | - | - | 1.224 | 0.009 | ||
| Less concerned | Reference | Reference | ||||||
| Yes | - | 0.639 | 0.436 | 1.822 | 0.018 | 0.666 | 0.515 | |
| No or not sure | Reference | Reference | Reference | |||||
| Yes | 2.071 | 0.125 | 3.701 | 0.011 | 1.792 | 0.190 | 5.747 | 0.002 |
| No | Reference | Reference | Reference | Reference | ||||
| | 0.282 | 0.000 | 0.416 | 0.000 | 0.306 | 0.000 | 0.433 | 0.000 |
| | 0.251 | 0.000 | 0.099 | 0.116 | 0.044 | 0.448 | 0.052 | 0.495 |
| | 0.285 | 0.001 | 0.231 | 0.010 | 0.272 | 0.001 | 0.428 | 0.000 |
| - | -0.064 | 0.000 | -0.072 | 0.000 | -0.083 | 0.000 | ||
| 0.031 | 0.303 | -0.106 | 0.003 | -0.106 | 0.001 | -0.152 | 0.001 | |
| 0.172 | 0.000 | 0.274 | 0.000 | 0.220 | 0.000 | 0.286 | 0.000 | |
# Impact of event: R-Squared (R2) = 0.193, Adjusted R-Squared (AR2) = 0.182, P = 0.000; Depression: R2 = 0.217, AR2 = 0.206, P = 0.000; Anxiety: R2 = 0.199, AR2 = 0.189, P = 0.000; Stress: R2 = 0.200, AR2 = 0.191, P = 0.000