| Literature DB >> 32763891 |
Bradley A Evanoff1,2, Jaime R Strickland1,2, Ann Marie Dale1,2, Lisa Hayibor1, Emily Page3, Jennifer G Duncan1, Thomas Kannampallil1, Diana L Gray1.
Abstract
BACKGROUND: The response to the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic has created an unprecedented disruption in work conditions. This study describes the mental health and well-being of workers both with and without clinical exposure to patients with coronavirus disease (COVID-19).Entities:
Keywords: COVID-19; coronavirus; health care workers; mental health; occupational health; pandemic; remote work; worker well-being
Mesh:
Year: 2020 PMID: 32763891 PMCID: PMC7470175 DOI: 10.2196/21366
Source DB: PubMed Journal: J Med Internet Res ISSN: 1438-8871 Impact factor: 5.428
Figure 1Survey response flowchart.
Comparison of demographics, personal factors, work factors, and outcomes between faculty, staff, and postdoctoral fellowsa.
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| Faculty (n=870) | Staff (n=4470) | Postdoctoral fellows (n=210) | Total (N=5550) | |||||||||
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| Age above 40 years, n (%) | 624 (72.0) | 2652 (59.5) | 22 (10.5) | 3298 (59.6) | <.001 | |||||||
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| <.001 | |||||||||||
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| Male | 333 (38.4) | 772 (17.3) | 77 (37.0) | 1182 (21.4) | N/Ab | ||||||
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| Female | 523 (60.3) | 3624 (81.3) | 127 (61.1) | 4274 (77.3) | N/A | ||||||
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| Gender diverse | 4 (0.5) | 18 (0.4) | 2 (1.0) | 24 (0.4) | N/A | ||||||
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| Prefer not to say | 8 (0.9) | 41 (0.9) | 2 (1.0) | 51 (0.9) | N/A | ||||||
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| Underrepresented groupsc, n (%) | 68 (7.8) | 482 (10.8) | 26 (12.4) | 576 (10.4) | .02 | |||||||
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| Annual household income <$70,000, n (%) | 68 (8.2) | 1551 (36.5) | 133 (64.3) | 1752 (33.2) | <.001 | |||||||
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| Living alone, n (%) | 111 (12.8) | 645 (14.5) | 62 (29.8) | 818 (14.8) | <.001 | |||||||
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| Two adults in health care with children, n (%) | 68 (7.8) | 58 (1.3) | 2 (1.0) | 128 (2.3) | <.001 | |||||||
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| Stressed about childcared, n (%) | 193 (46.5) | 652 (36.7) | 26 (53.1) | 871 (38.9) | <.001 | |||||||
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| Stressed about home schoolinge, n (%) | 216 (61.7) | 846 (56.8) | 22 (84.6) | 1084 (58.1) | .006 | |||||||
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| Stressed about relativesf, n (%) | 87 (73.7) | 560 (75.9) | 12 (75.0) | 659 (75.6) | .88 | |||||||
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| Stressed about essential supplies, n (%) | 199 (23.0) | 1341 (30.2) | 77 (36.7) | 1617 (29.3) | <.001 | |||||||
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| Stressed about being infected, n (%) | 491 (56.5) | 2556 (57.5) | 101 (48.1) | 3148 (57.0) | .03 | |||||||
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| Stressed about friends or family getting infected, n (%) | 665 (76.7) | 3347 (75.2) | 130 (61.9) | 4142 (75.0) | <.001 | |||||||
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| Stressed about keeping job, n (%) | 288 (33.3) | 2786 (62.6) | 116 (55.5) | 3190 (57.8) | <.001 | |||||||
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| Stressed about personal finances, n (%) | 422 (49.2) | 2698 (60.8) | 110 (53.1) | 3230 (58.7) | <.001 | |||||||
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| Number of stressors, mean (SD) | 2.9 (1.9) | 3.3 (1.9) | 2.8 (1.8) | 3.2 (1.9) | <.001 | |||||||
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| Any exposure to COVID-19, n (%) | 142 (16.3) | 272 (6.1) | 11 (5.2) | 425 (7.7) | <.001 | |||||||
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| <.001 | |||||||||||
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| Working onsite, clinical operations | 298 (34.3) | 610 (13.6) | 7 (3.3) | 915 (16.5) | N/A | ||||||
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| Working onsite, nonclinical operations | 33 (3.8) | 339 (7.6) | 18 (8.6) | 390 (7.0) | N/A | ||||||
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| Working at home | 527 (60.6) | 3421 (76.5) | 183 (87.1) | 4131 (74.4) | N/A | ||||||
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| Not working | 12 (1.4) | 100 (2.2) | 2 (1.0) | 114 (2.1) | N/A | ||||||
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| Supervisor support scale (range 1-5), mean (SD) | 2.5 (1.0) | 2.2 (1.1) | 2.3 (1.1) | 2.3 (1.1) | <.001 | |||||||
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| Increased workload since COVID-19 restrictions began, n (%) | 426 (50.4) | 1747 (40.4) | 43 (21.0) | 2216 (41.2) | <.001 | |||||||
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| Worse overall well-being due to COVID-19–related work or life changes, n (%) | 588 (67.8) | 2490 (56.2) | 130 (62.2) | 3208 (58.3) | <.001 | |||||||
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| Worse financial well-being due to COVID-19–related work or life changes, n (%) | 381 (43.9) | 1291 (29.1) | 60 (28.6) | 1732 (31.4) | <.001 | |||||||
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| Worse physical well-being due to COVID-19–related work or life changes, n (%) | 387 (44.6) | 1938 (43.7) | 88 (41.9) | 2413 (43.8) | .77 | |||||||
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| Worse mental well-being due to COVID-19–related work or life changes, n (%) | 604 (69.7) | 3027 (68.1) | 142 (67.6) | 3773 (68.4) | .63 | |||||||
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| Worse social well-being due to COVID-19–related work or life changes, n (%) | 703 (81.2) | 3482 (78.5) | 168 (80.4) | 4353 (79.0) | .18 | |||||||
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| Mean well-being score, mean (SD) | 2.3 (0.5) | 2.4 (0.5) | 2.4 (0.5) | 2.4 (0.5) | <.001 | |||||||
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| Moderate to high depression (DASS), n (%) | 133 (15.9) | 676 (15.7) | 39 (19.5) | 848 (15.9) | .36 | |||||||
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| Moderate to high anxiety (DASS), n (%) | 83 (10.0) | 582 (13.5) | 30 (14.9) | 695 (13.0) | .02 | |||||||
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| Moderate to high stress (DASS), n (%) | 105 (12.6) | 552 (12.7) | 39 (20.0) | 696 (13.0) | .01 | |||||||
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| High work exhaustion, n (%) | 419 (49.7) | 1783 (41.3) | 105 (51.2) | 2307 (43.0) | <.001 | |||||||
aMissing values for each variable (range 0%-4.8%) were omitted from percentage calculations. Percentages may not total 100 due to rounding. Categorical variables are displayed as n (%), while continuous variables are displayed as mean (SD). The chi-square test was used for categorical variables, while analysis of variance was used for continuous variables.
bN/A: not applicable.
cUnderrepresented groups were those identifying as Black/African American, Native American, Hawaiian/Pacific Islander, or Hispanic.
dPercentages are among those with children only.
ePercentages are among those with children above preschool age only.
fPercentages are among those with elderly parents or relatives only.
Multivariate associations between personal factors, work factors, and well-being among all participants (N=5550).
| Variable | Moderate to high stress (DASS), PR (95% CI)a | Moderate to high anxiety (DASS), PR (95% CI) | Moderate to high depression (DASS), PR (95% CI) | High work exhaustion, PR (95% CI) | Decreased overall well-being, PR (95% CI) |
| Age >40 years | 0.46 (0.40-0.54) | 0.53 (0.46-0.62) | 0.49 (0.43-0.56) | 0.67 (0.63-0.72) | 0.89 (0.86-0.93) |
| Female | 1.16 (0.96-1.40) | 1.36 (1.11-1.67) | 0.94 (0.81-1.11) | 1.18 (1.08-1.28) | 1.06 (1.00-1.12) |
| Underrepresented groupsb | 0.79 (0.62-1.02) | 0.99 (0.79-1.24) | 0.74 (0.59-0.93) | 0.92 (0.83-1.02) | 0.91 (0.84-0.98) |
| Annual household income <$70,000 | 1.24 (1.06-1.44) | 1.43 (1.22-1.67) | 1.39 (1.21-1.59) | 0.94 (0.87-1.00) | 0.97 (0.93-1.02) |
| Children <18 years old living at home | 0.96 (0.83-1.12) | 0.85 (0.73-0.99) | 0.75 (0.65-0.86) | 1.01 (0.94-1.07) | 0.98 (0.94-1.03) |
| High number of stressorsc | 2.17 (1.86-2.54) | 2.18 (1.86-2.56) | 1.51 (1.32-1.72) | 1.37 (1.29-1.46) | 1.43 (1.37-1.50) |
| Staff versus faculty and postdoctoral fellows | 0.81 (0.68-0.97) | 1.09 (0.89-1.33) | 0.94 (0.80-1.11) | 0.85 (0.79-0.92) | 0.90 (0.85-0.95) |
| Exposure to coronavirus disease | 1.48 (1.19-1.84) | 1.37 (1.09-1.73) | 1.28 (1.03-1.59) | 1.24 (1.13-1.36) | 1.04 (0.97-1.12) |
| Clinical | 0.92 (0.76-1.11) | 1.21 (1.01-1.45) | 0.98 (0.82-1.16) | 1.01 (0.93-1.10) | 1.18 (1.12-1.24) |
| Poor supervisor supportd | 1.58 (1.37-1.83) | 1.40 (1.21-1.62) | 1.69 (1.48-1.92) | 1.54 (1.44-1.64) | 1.11 (1.07-1.16) |
aPrevalence ratios (PRs) and 95% CIs were calculated using Poisson regression models.
bUnderrepresented groups were those identifying as Black/African American, Native American, Hawaiian/Pacific Islander, or Hispanic.
cA high number of stressors was defined as a composite stress score >3 (median).
dPoor supervisor support was defined as a supervisor support scale score >2 (median).
Comparison of work factors and outcomes among all clinicians and between high-risk and non–high-risk clinical groupsa.
| Factors and outcomes | Not working in high-risk clinical settings (N=740) | Working in high-risk clinical settings (N=175) | All clinicians (N=915) | ||
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| Contact with outpatients, n (%) | 534 (72.2) | 77 (44.0) | 611 (66.8) | <.001 |
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| Contact with inpatients, n (%) | 143 (19.3) | 112 (64.0) | 255 (27.9) | <.001 |
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| Working in an intensive care unit, n (%) | 0 (0.0) | 68 (38.9) | 68 (7.4) | <.001 |
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| Working in the emergency room, n (%) | 0 (0.0) | 51 (29.1) | 51 (5.6) | <.001 |
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| Performing procedures that create respiratory aerosols, n (%) | 0 (0.0) | 106 (60.6) | 106 (11.6) | <.001 |
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| Caring for patients with COVID-19b, n (%) | 123 (16.8) | 127 (73.8) | 250 (27.6) | <.001 |
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| Increased workload since COVID-19 restrictions began, n (%) | 279 (38.0) | 85 (49.4) | 364 (40.2) | .006 |
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| Supervisor support scale (range 1-5), mean (SD) | 2.5 (1.1) | 2.4 (1.1) | 2.5 (1.1) | .50 |
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| Worse overall well-being due to COVID-19–related work or life changes, n (%) | 500 (67.9) | 127 (73.0) | 627 (68.9) | .20 |
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| Worse financial well-being due to COVID-19–related work or life changes, n (%) | 313 (42.6) | 107 (61.5) | 420 (46.2) | <.001 |
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| Worse physical well-being due to COVID-19–related work or life changes, n (%) | 339 (46.1) | 100 (57.1) | 439 (48.2) | .009 |
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| Worse mental well-being due to COVID-19–related work or life changes, n (%) | 564 (76.5) | 141 (81.0) | 705 (77.4) | .20 |
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| Worse social well-being due to COVID-19–related work or life changes, n (%) | 629 (85.7) | 149 (85.1) | 778 (85.6) | .85 |
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| Mean well-being score, mean (SD) | 2.2 (0.4) | 2.1 (0.5) | 2.2 (0.5) | .001 |
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| Moderate to high depression (DASS), n (%) | 108 (15.1) | 37 (21.6) | 145 (16.4) | .04 |
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| Moderate to high anxiety (DASS), n (%) | 125 (17.6) | 27 (15.8) | 152 (17.2) | .58 |
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| Moderate to high stress (DASS), n (%) | 93 (13.0) | 35 (20.3) | 128 (14.5) | .01 |
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| High work exhaustion, n (%) | 342 (46.8) | 105 (60.7) | 447 (49.5) | .001 |
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| High overall burnout, n (%) | 233 (32.0) | 74 (42.8) | 307 (34.0) | .007 |
aThe high-risk group reported working in an emergency room, intensive care unit, or performing procedures generating respiratory aerosols. Missing values for each variable (range 0%-3.5%) were omitted from percentage calculations. Percentages may not total 100 due to rounding. Categorical variables are displayed as n (%), while continuous variables are displayed as mean (SD). A chi-square test was used for categorical variables, while a t test was used for continuous variables.
bCOVID-19: coronavirus disease.
Multivariate associations between personal factors, work factors, and well-being among participants doing clinical work (N=915)a.
| Variable | Moderate to high stress (DASS), PR (95% CI) | Moderate to high anxiety (DASS), PR (95% CI) | Moderate to high depression (DASS), PR (95% CI) | High overall burnout, PR (95% CI) | High work exhaustion, PR (95% CI) | Decreased overall well-being, PR (95% CI) |
| Age >40 years | 0.56 (0.39-0.81) | 0.73 (0.53-1.00) | 0.60 (0.43-0.84) | 0.77 (0.64-0.93) | 0.81 (0.71-0.93) | 0.89 (0.82-0.96) |
| Female | 1.26 (0.79-2.00) | 1.47 (0.90-2.39) | 1.19 (0.77-1.85) | 1.18 (0.92-1.51) | 1.20 (0.99-1.45) | 1.08 (0.97-1.20) |
| Underrepresented groupsb | 0.56 (0.32-0.98) | 0.74 (0.46-1.20) | 0.60 (0.35-1.05) | 0.66 (0.46-0.94) | 0.96 (0.78-1.20) | 0.90 (0.78-1.04) |
| Annual household income <$70,000 | 1.65 (1.11-2.47) | 1.59 (1.11-2.29) | 1.46 (1.02-2.11) | 1.13 (0.89-1.44) | 0.85 (0.72-1.01) | 0.91 (0.82-1.01) |
| Children <18 years old living at home | 0.97 (0.68-1.38) | 1.07 (0.78-1.47) | 0.91 (0.66-1.26) | 1.09 (0.90-1.32) | 1.06 (0.92-1.21) | 0.90 (0.83-0.98) |
| High number of stressorsc | 1.92 (1.29-2.86) | 1.76 (1.22-2.53) | 1.23 (0.88-1.70) | 1.47 (1.20-1.81) | 1.33 (1.15-1.54) | 1.27 (1.16-1.39) |
| Staff | 0.97 (0.64-1.46) | 1.51 (0.97-2.35) | 1.10 (0.74-1.64) | 0.88 (0.71-1.10) | 1.11 (0.95-1.31) | 0.92 (0.84-1.01) |
| Caring for patients with coronavirus disease | 1.73 (1.22-2.46) | 1.60 (1.14-2.23) | 1.25 (0.88-1.79) | 1.38 (1.14-1.67) | 1.28 (1.11-1.46) | 0.99 (0.91-1.09) |
| Poor supervisor supportd | 1.93 (1.33-2.81) | 1.69 (1.22-2.35) | 1.96 (1.39-2.76) | 1.99 (1.61-2.47) | 1.62 (1.39-1.88) | 1.16 (1.06-1.26) |
aPrevalence ratios (PRs) and 95% CIs were calculated using Poisson multiple regression.
bUnderrepresented groups were those identifying as Black/African American, Native American, Hawaiian/Pacific Islander, or Hispanic.
cA high number of stressors was defined as a composite stress score >3 (median).
dPoor supervisor support was defined as a supervisor support scale score >2 (median).