| Literature DB >> 35680647 |
Swaantje Casjens1, Dirk Taeger, Thomas Brüning, Thomas Behrens.
Abstract
OBJECTIVE: Mental distress of employees from the financial, public transport, public service, and industrial sector was examined in a cross-sectional study during the second COVID-19 (coronavirus disease 2019) wave in Germany and retrospectively at its beginning.Entities:
Mesh:
Year: 2022 PMID: 35680647 PMCID: PMC9524512 DOI: 10.1097/JOM.0000000000002595
Source DB: PubMed Journal: J Occup Environ Med ISSN: 1076-2752 Impact factor: 2.306
Sociodemographic Characteristics of the 1,545 Study Participants at the Time of Survey
| Characteristics | n (%*) | |
|---|---|---|
| Age, y | Median (interquartile range) | 43 (34–53) |
| Sex | Female | 813 (52.6) |
| Male | 684 (44.3) | |
| Diverse | 2 (0.1) | |
| Education | ≤10 y of schooling | 437 (28.3) |
| >10 y of schooling | 423 (27.4) | |
| University degree | 674 (43.6) | |
| Occupational SARS-CoV-2 infection risk | High | 102 (6.6) |
| Potential | 414 (26.8) | |
| None | 868 (56.2) | |
| Assignment not possible | 161 (10.4) | |
| Previous SARS-CoV-2 infection | Yes | 27 (1.7) |
| Likely | 62 (4.0) | |
| No or unlikely | 1437 (93.0) | |
| COVID-19–related stress | Severe | 112 (7.2) |
| Moderate | 380 (24.6) | |
| Mild | 573 (37.1) | |
| None | 478 (30.9) | |
| Work-privacy conflicts | High | 261 (16.9) |
| Moderate | 503 (32.6) | |
| Low | 770 (49.8) | |
| Perceived adequate protection at work | No | 225 (14.6) |
| Do not know | 137 (8.9) | |
| Yes | 1161 (75.1) | |
| Suffered from reduced contact with colleagues | Suffered greatly | 345 (22.3) |
| Suffered a little | 660 (42.7) | |
| Not suffered | 360 (23.3) | |
| No reduced social interaction | 176 (11.4) | |
*The percentages do not always add up to 100% because not each participant answered all the questions.
FIGURE 1Mental distress by occupational SARS-CoV-2 infection risk. Higher scores of PHQ-4 indicate higher symptom burden: normal (0–2), mild (3–5), moderate (6–8), and severe (9–12). Boxplots represent medians and interquartile ranges, and whiskers represent the 2.5th and 97.5th percentiles. Boxplots with white boxes show PHQ-4 scores at T1 and gray boxes at T2.
ORs and 95% CIs for Predictors of Increased Mental Distress Assessed With Univariate Mixed Models
| T1 | T2 | OR | 95% CI |
| |||
|---|---|---|---|---|---|---|---|
| Occupational SARS-CoV-2 infection risk | High | 102 | 3.08 | 1.77 | 5.37 | <0.001 | |
| Potential | 414 | 2.06 | 1.46 | 2.89 | <0.001 | ||
| Assignment not possible | 161 | 1.44 | 0.85 | 2.44 | 0.172 | ||
| None (ref) | 868 | 1 | |||||
| Sex | Female | 813 | 3.44 | 2.53 | 4.69 | <0.001 | |
| Male (ref) | 684 | 1 | |||||
| Age per 10 y | 1463 | 0.84 | 0.73 | 0.96 | 0.012 | ||
| Education | ≤10 y of schooling | 437 | 1.21 | 0.84 | 1.75 | 0.313 | |
| >10 y of schooling | 423 | 0.96 | 0.67 | 1.36 | 0.813 | ||
| University degree (ref) | 674 | 1 | |||||
| General health | Less good | 141 | 329 | 10.9 | 7.43 | 16.1 | <0.001 |
| Good (ref) | 653 | 611 | 1 | ||||
| Very good | 729 | 540 | 0.19 | 0.14 | 0.27 | <0.001 | |
| Quick recovery ability after difficult times | No | 225 | 4.20 | 2.72 | 6.49 | <0.001 | |
| Neutral (ref) | 476 | 1 | |||||
| Yes | 831 | 0.31 | 0.22 | 0.42 | <0.001 | ||
| COVID-19–related stress | Severe | 78 | 108 | 114.4 | 55.6 | 235.4 | <0.001 |
| Moderate | 303 | 376 | 14.3 | 9.52 | 21.6 | <0.001 | |
| Mild | 584 | 553 | 3.03 | 2.18 | 4.22 | <0.001 | |
| None (ref) | 562 | 463 | 1 | ||||
| SARS-CoV-2 infection | Yes or likely | 89 | 1.32 | 0.67 | 2.61 | 0.422 | |
| No or unlikely (ref) | 1437 | 1 | |||||
| Quarantine | Yes | 133 | 1.26 | 0.75 | 2.11 | 0.379 | |
| No (ref) | 1390 | 1 | |||||
| Work-privacy conflicts | High | 261 | 4.43 | 2.96 | 6.61 | <0.001 | |
| Moderate (ref) | 503 | 1 | |||||
| Low | 770 | 0.32 | 0.23 | 0.45 | <0.001 | ||
| Single parents | Yes | 59 | 3.32 | 1.50 | 7.35 | 0.003 | |
| No (ref) | 1384 | 1 | |||||
| Overcommitment to work | Severe (≥P67) | 538 | 5.97 | 4.27 | 8.36 | <0.001 | |
| Moderate (P33–<P67, ref) | 499 | 1 | |||||
| Mild (<P33) | 448 | 0.36 | 0.25 | 0.54 | <0.001 | ||
| Instruction on SARS-CoV-2 occupational health and safety standards | Not received | 50 | 2.81 | 1.14 | 6.96 | 0.026 | |
| Received (ref) | 1490 | 1 | |||||
| Perceived adequate protection at work | No | 258 | 221 | 3.78 | 2.73 | 5.24 | <0.001 |
| Do not know | 173 | 135 | 2.25 | 1.47 | 3.46 | <0.001 | |
| Yes (ref) | 1086 | 1125 | 1 | ||||
| Suffered from reduced contact with colleagues | Suffered greatly | 167 | 338 | 6.85 | 4.11 | 11.4 | <0.001 |
| Suffered a little | 633 | 646 | 1.42 | 0.92 | 2.18 | 0.110 | |
| Not suffered | 492 | 343 | 0.58 | 0.37 | 0.92 | 0.020 | |
| No reduced social interaction (ref) | 221 | 170 | 1 | ||||
Mental distress was measured with the four-category PHQ-4 variable. Each risk factor was modeled in a single model and adjusted by time of survey.
Ref, reference; P33, 33th percentile; P67, 67th percentile; T1, numbers in spring 2020 not assessed for each parameter; T2, numbers at the time of the survey.
Modeling Mental Distress as a Function of Occupational SARS-CoV-2 Infection Risk Adjusted by Sex, Age, and Time of Survey in the Whole Study Population and Stratified by Sex
| Total | Males | Females | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OR | 95% CI |
| OR | 95% CI |
| OR | 95% CI |
| |||||
| SARS-CoV-2 | High | 2.35 | 1.33 | 4.16 | 0.004 | 3.58 | 0.92 | 14.0 | 0.067 | 2.02 | 1.10 | 3.72 | 0.025 |
| Potential | 1.70 | 1.19 | 2.43 | 0.004 | 2.07 | 1.05 | 4.06 | 0.035 | 1.53 | 1.01 | 2.33 | 0.045 | |
| Assignment not possible | 1.39 | 0.79 | 2.45 | 0.257 | 1.51 | 0.59 | 3.83 | 0.387 | 1.33 | 0.63 | 2.78 | 0.454 | |
| None (reference) | 1 | 1 | 1 | ||||||||||
| Female | 3.02 | 2.18 | 4.19 | <0.001 | — | — | |||||||
| Male (reference) | 1 | 1 | 1 | ||||||||||
| Age per 10 y | 0.93 | 0.81 | 1.07 | 0.304 | 0.89 | 0.70 | 1.14 | 0.368 | 0.96 | 0.81 | 1.13 | 0.592 | |
| Time of survey | T2 | 2.63 | 2.23 | 3.10 | <0.001 | 3.73 | 2.83 | 4.91 | <0.001 | 2.17 | 1.76 | 2.67 | <0.001 |
| T1 (reference) | 1 | 1 | 1 | ||||||||||
Mental distress (measured with the four-category PHQ-4 variable) was modeled with ordinal random-intercept logistic multinomial regression models.
Risk Estimation for Mental Distress as a Function of Occupational SARS-CoV-2 Infection Risk Accounting for Mediator Variables
| Males | Females | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| OR | 95% CI |
| OR | 95% CI |
| ||||
| Occupational SARS-CoV-2 infection risk | High | 2.06 | 0.49 | 8.77 | 0.327 | 0.97 | 0.52 | 1.80 | 0.927 |
| Potential | 1.98 | 1.04 | 3.75 | 0.037 | 1.19 | 0.81 | 1.76 | 0.373 | |
| Assignment not possible | 1.22 | 0.58 | 2.60 | 0.601 | 1.05 | 0.51 | 2.17 | 0.898 | |
| None (ref) | 1 | 1 | |||||||
| Work-privacy conflicts | High | 1.74 | 0.84 | 3.60 | 0.134 | 2.62 | 1.58 | 4.36 | <0.001 |
| Moderate (ref) | 1 | 1 | |||||||
| Low | 0.54 | 0.30 | 0.98 | 0.045 | 0.79 | 0.51 | 1.21 | 0.277 | |
| Perceived adequate protection at work | No | 3.41 | 1.79 | 6.51 | <0.001 | 3.03 | 2.00 | 4.59 | <0.001 |
| Do not know | 2.36 | 1.07 | 5.21 | 0.034 | 2.34 | 1.32 | 4.14 | 0.004 | |
| Yes (ref) | 1 | 1 | |||||||
| Suffered from reduced contact with colleagues | Suffered greatly | 7.44 | 3.02 | 18.34 | <0.001 | 5.65 | 2.98 | 10.7 | <0.001 |
| Suffered a little | 1.89 | 0.89 | 3.99 | 0.097 | 1.79 | 1.04 | 3.10 | 0.038 | |
| Not suffered | 0.89 | 0.41 | 1.95 | 0.773 | 0.79 | 0.44 | 1.41 | 0.420 | |
| No reduced social interaction (ref) | 1 | 1 | |||||||
| Overcommitment to work | Severe (≥P67) | 5.82 | 3.15 | 10.77 | <0.001 | 3.31 | 2.14 | 5.12 | <0.001 |
| Moderate (P33–<P67, ref) | 1 | 1 | |||||||
| Mild (<P33) | 0.15 | 0.07 | 0.33 | <0.001 | 0.65 | 0.40 | 1.06 | 0.088 | |
| Age per 10 y | 0.78 | 0.61 | 1.00 | 0.048 | 0.89 | 0.76 | 1.04 | 0.150 | |
| Time of survey | T2 | 3.11 | 2.30 | 4.19 | <0.001 | 1.90 | 1.52 | 2.38 | <0.001 |
| T1 (ref) | 1 | 1 | |||||||
Ref, reference; P33, 33th percentile; P67, 67th percentile.