| Literature DB >> 35041679 |
Marie Ottilie Frenkel1, Katja Mareike Pollak2, Oliver Schilling3, Laura Voigt4, Benedikt Fritzsching5,6, Cornelia Wrzus3, Sebastian Egger-Lampl7, Uta Merle8, Markus Alexander Weigand9, Stefan Mohr9.
Abstract
BACKGROUND: The COVID-19 pandemic has exerted great pressure on national health systems, which have aimed to ensure comprehensive healthcare at all times. Healthcare professionals working with COVID-19 patients are on the frontline and thereby confronted with enormous demands. Although early reports exist on the psychological impact of the pandemic on frontline medical staff working in Asia, little is known about its impact on healthcare professionals in other countries and across various work sectors. The present cross-sectional, online survey sought to investigate common work stressors among healthcare professionals, their psychological stress as well as coping resources during the pandemic.Entities:
Mesh:
Year: 2022 PMID: 35041679 PMCID: PMC8765664 DOI: 10.1371/journal.pone.0261502
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Means, standard deviations and bivariate correlations of different stressors.
| Stressors | M | SD | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | “Fear of getting infected” | 3.29 | 1.81 | – | ||||||||||||||||||
| 2 | “Fear of infecting others” | 4.31 | 1.96 | .47 | – | |||||||||||||||||
| 3 | “Worrying about family members/children being at home” | 4.05 | 2.08 | .34 | .40 | – | ||||||||||||||||
| 4 | “Worries about health deterioration of vulnerable family members and friends” | 4.83 | 1.77 | .37 | .56 | .55 | – | |||||||||||||||
| 5 | “Stigmatization” | 3.33 | 1.90 | .35 | .32 | .26 | .38 | – | ||||||||||||||
| 6 | “Strict bio-security measures” | 5.00 | 1.78 | .24 | .19 | .26 | .24 | .27 | – | |||||||||||||
| 7 | “Higher work demands” | 4.32 | 1.87 | .32 | .31 | .33 | .33 | .34 | .43 | – | ||||||||||||
| 8 | “Reduced capacity to use social support” | 3.92 | 2.01 | .29 | .28 | .32 | .34 | .60 | .41 | .54 | – | |||||||||||
| 9 | “Insufficient capacity to implement basic self-care” | 4.01 | 1.86 | .26 | .27 | .35 | .36 | .37 | .35 | .53 |
| – | ||||||||||
| 10 | “Insufficient information about long-term exposure to infected individuals” | 3.84 | 1.98 | .45 | .45 | .35 | .44 | .45 | .36 | .37 | .48 | .44 | – | |||||||||
| 11 | “Fear of infecting friends and family” | 4.63 | 1.98 | .51 |
| .52 | .64 | .39 | .31 | .40 | .36 | .37 | .51 | – | ||||||||
| 12 | “Confrontation by patients who fear anger against the government” | 3.82 | 1.93 | .26 | .27 | .32 | .40 | .38 | .27 | .33 | .45 | .43 | .44 | .37 | – | |||||||
| 13 | “Information overload of constantly changing information” | 4.87 | 1.81 | .23 | .21 | .25 | .27 | .28 | .40 | .32 | .35 | .37 | .42 | .28 | .40 | – | ||||||
| 14 | “No clear instructions” | 4.73 | 1.93 | .31 | .33 | .30 | .34 | .35 | .35 | .32 | .41 | .42 | .56 | .41 | .43 |
| – | |||||
| 15 | “Fear of being isolated from usual work team” | 3.24 | 1.89 | .22 | .21 | .23 | .24 |
| .30 | .35 | .50 | .38 | .38 | .28 | .31 | .33 | .40 | – | ||||
| 16 | “Worries about heavier workload of coworkers when falling ill” | 3.47 | 1.98 | .34 | .36 | .31 | .35 | .37 | .24 | .32 | .38 | .38 | .37 | .39 | .34 | .30 | .33 | .44 | – | |||
| 17 | “Insufficient protective clothing” | 4.34 | 2.19 | .37 | .30 | .24 | .27 | .26 | .22 | .26 | .29 | .30 | .44 | .36 | .35 | .31 | .47 | .26 | .26 | – | ||
| 18 | “Difficult reconciliation of work and family” | 3.90 | 2.06 | .36 | .34 | .46 | .39 | .39 | .34 | .43 | .51 | .60 | .47 | .43 | .43 | .35 | .45 | .39 | .42 | .39 | – | |
| 19 | “Fear of passing virus to workplace” | 3.20 | 1.96 | .42 | .52 | .31 | .39 | .36 | .23 | .34 | .28 | .26 | .41 | .52 | .28 | .22 | .37 | .34 | .48 | .32 | .36 | – |
Note. The Likert-Scale ranged from 1 (not at all) to 7 (very). All correlations are significant on a level of p < .001. Correlations are highlighted between two items with the highest loadings on the respective factor identified in the exploratory factor analysis.
Fig 1Structural equation modeling: Analysis plan.
F = factor, F1 = fear of transmission, F2 = interference of workload with private life, F3 = uncertainty/lack of knowledge, F4 = concerns about the team. M1 = Overall Model, M2 = Work Sector.
Structural equation model results: estimates of factor means, intercepts, and path coefficients from models 1 and 2.
| Overall model (M1) | Multigroup model: sector (M3) | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Hospital sector | Prehospital sector | Outpatient sector | ||||||||||
| Est. | SE |
| Est. | SE |
| Est. | SE |
| Est. | SE |
| |
|
| ||||||||||||
| F1 | 0 | Fixed | 0 | fixed | 0.079 [-.034, .192] | 0.069 | .249 | 0.035 [-.136, .205] | 0.104 | .736 | ||
| F2 | 0 | Fixed | 0 | fixed | -.057 [-.173, .059] | 0.070 | .417 | 0.084 [-.095, .262] | 0.109 | .440 | ||
| F3 | 0 | Fixed | 0 | fixed | -.068 [-.183, .048] | 0.070 | .335 | 0.128 [-.039, .294] | 0.101 | .207 | ||
| F4 | 0 | Fixed | 0 | fixed |
| 0.092 | < .001 | -.087 [-.303, .129] | 0.132 | .508 | ||
|
| ||||||||||||
| Energy | 2.750 [2.691, 2.808] | 0.036 | < .001 | 2.717 [2.625, 2.810] | 0.056 | < .001 | 2.854 [2.753, 2.954] | 0.061 | < .001 | 2.599 [2.435, 2.763] | 0.100 | < .001 |
| Valence | 3.103 [3.045, 3.162] | 0.036 | < .001 | 3.101 [3.007, 3.195] | 0.057 | < .001 | 3.192 [3.080, 3.304] | 0.068 | < .001 | 2.920 [2.781, 3.058] | 0.084 | < .001 |
| Calmness | 3.015 [2.954, 3.075] | 0.037 | < .001 | 3.031 [2.945, 3.117] | 0.052 | < .001 | 3.174 [3.064, 3.285] | 0.067 | < .001 | 2.700 [2.531, 2.869] | 0.103 | < .001 |
| Stress | 3.228 [3.167, 3.289] | 0.037 | < .001 | 3.184 [3.100, 3.268] | 0.051 | < .001 | 3.083 [2.977, 3.189] | 0.064 | < .001 | 3.488 [3.309, 3.667] | 0.109 | < .001 |
| Fatigue | 3.273 [3.212, 3.334] | 0.037 | < .001 | 3.342 [3.250, 3.435] | 0.056 | < .001 | 3.077 [2.966, 3.188] | 0.067 | < .001 | 3.475 [3.317, 3.633] | 0.096 | < .001 |
|
| ||||||||||||
| Energy: | ||||||||||||
| F1 ➨ | -.046 [-.127, .035] | 0.049 | .349 | -.057 [-.169, .055] | 0.068 | .401 | -.112 [-.231, .008] | 0.073 | .123 | 0.048 [-.195, .290] | 0.148 | .746 |
| F2 ➨ |
| 0.060 | < .001 |
| 0.093 | < .001 |
| 0.084 | < .001 |
| 0.177 | .001 |
| F3 ➨ | -.069 [-.169, .030] | 0.061 | .252 | -.146 [-.305, .013] | 0.097 | .131 | 0.019 [-.117, .155] | 0.083 | .816 | 0.028 [-.222, .278] | 0.152 | .854 |
| F4 ➨ |
| 0.056 | < .001 |
| 0.078 | < .001 | 0.089 [-.048, .225] | 0.083 | .286 |
| 0.140 | .002 |
| Valence: | ||||||||||||
| F1 ➨ | -.041 [-.120, .038] | 0.048 | .397 | -.018 [-.125, .090] | 0.066 | .790 | -.127 [-.269, .016] | 0.086 | .143 | 0.041 [-.169, .250] | 0.127 | .749 |
| F2 ➨ |
| 0.057 | < .001 |
| 0.093 | < .001 |
| 0.086 | < .001 |
| 0.148 | .002 |
| F3 ➨ |
| 0.058 | .011 |
| 0.100 | .046 | -.040 [-.180, .100] | 0.085 | .640 | -.145 [-.372, .082] | 0.138 | .294 |
| F4 ➨ | 0.090 [-.001, .182] | 0.056 | .103 | 0.034 [-.110, .178] | 0.087 | .696 | 0.025 [-.126, .177] | 0.092 | .782 |
| 0.128 | .017 |
| Calmness: | ||||||||||||
| F1 ➨ | -.052 [-.135, .031] | 0.050 | .300 | 0.021 [-.086, .127] | 0.065 | .749 | -.159 [-.298, -.021] | 0.084 | .058 | -.080 [-.308, .149] | 0.139 | .566 |
| F2 ➨ |
| 0.059 | < .001 |
| 0.082 | < .001 |
| 0.091 | < .001 |
| 0.161 | .021 |
| F3 ➨ |
| 0.059 | .017 |
| 0.088 | .019 | -.023 [-.161, .115] | 0.084 | .784 | -.087 [-.334, .160] | 0.150 | .563 |
| F4 ➨ |
| 0.057 | .005 |
| 0.083 | .023 | 0.012 [-.130, .155] | 0.087 | .887 |
| 0.120 | .004 |
| Stress: | ||||||||||||
| F1 ➨ | 0.089 [.004, .174] | 0.052 | .085 | 0.030 [-.068, .128] | 0.060 | .615 |
| 0.079 | .002 | -.066 [-.326, .193] | 0.158 | .674 |
| F2 ➨ |
| 0.061 | < .001 |
| 0.074 | < .001 |
| 0.096 | < .001 |
| 0.183 | .000 |
| F3 ➨ | 0.082 [-.012, .176] | 0.057 | .149 |
| 0.074 | .018 | -.084 [-.230, .062] | 0.089 | .342 | 0.097 [-.185, .379] | 0.172 | .571 |
| F4 ➨ |
| 0.057 | .007 |
| 0.079 | < .001 | 0.034 [-.102, .171] | 0.083 | .681 |
| 0.144 | .034 |
| Fatigue: | ||||||||||||
| F1 ➨ | 0.051 [-.028, .130] | 0.048 | .291 | 0.071 [-.034, .176] | 0.064 | .266 | 0.093 [-.016, .201] | 0.066 | .160 | 0.009 [-.214, .233] | 0.136 | .945 |
| F2 ➨ |
| 0.060 | < .001 |
| 0.092 | < .001 |
| 0.087 | < .001 |
| 0.159 | .000 |
| F3 ➨ | 0.113 [.017, .210] | 0.059 | .054 | 0.130 [-.028, .287] | 0.096 | .175 | -.018 [-.164, .128] | 0.089 | .839 | 0.154 [-.071, .379] | 0.137 | .260 |
| F4 ➨ |
| 0.054 | < .001 |
| 0.078 | .025 | -.022 [-.176, .133] | 0.094 | .816 |
| 0.127 | .003 |
|
| ||||||||||||
| Wald | Df |
| ||||||||||
| All ➨ | 50.993 | 40 | .114 | |||||||||
Note. F = Factor; F1 = fear of transmission, F2 = interference of workload with private life, F3 = uncertainty/lack of knowledge, and F4 = concerns about the team. Numbers in brackets are 95% confidence intervals. a All path coefficients (outcomes predicted by factors) constrained equally across groups;
b Wald test statistic obtained from Mplus test of parameter constraints.
Satisfaction with short-term crisis measures and crisis prevention.
| Satisfaction with crisis measures | Satisfaction with crisis prevention | |
|---|---|---|
| Hospital sector | 4.54 (1.66) | 3.71 (1.87) |
| Prehospital sector | 4.27 (1.79) | 3.64 (1.90) |
| Outpatient sector | 4.23 (1.88) | 3.67 (1.98) |
Note. Means and standard deviations are displayed in brackets. Satisfaction and crises prevention were assessed on a scale ranging from 1 (not at all) to 7 (very). Descriptive statistics include all data points and do not adjust for the few participants who participated twice and three times (see Methods for details).
*Crisis prevention was assessed by asking participants how well education and training prepared them for the crisis.
Fig 2Recommendations to strengthen coping resources in health care professionals.
Note. a special recommendation for the outpatient sector; b special recommendation for the hospital sector; c special recommendation for the prehospital sector.