| Literature DB >> 35911017 |
Kevin P Young1,2,3, Diana L Kolcz1,2,3, Jennifer Ferrand2,3, David M O'Sullivan2,3, Kenneth Robinson2,3,4.
Abstract
Introduction/Background: HealthCare worker (HCW) mental health and wellbeing are uniquely affected by the complexities of COVID-19 due to exposure to the virus, isolation from family and friends, risk and uncertainty. Little if any inquiry has examined the effects on an entire healthcare system, particularly immediately post-surge. We sought to examine the prevalence of psychiatric symptoms and behavioral health difficulties as a healthcare system transitioned out of the first wave. We assessed the effects of work role, setting and individual diversity factors on employee distress and coping strategies. Materials andEntities:
Keywords: COVID-19; PTSD; anxiety; depression; diversity; healthcare worker (HCW); wellbeing
Year: 2022 PMID: 35911017 PMCID: PMC9333086 DOI: 10.3389/fpsyg.2022.924913
Source DB: PubMed Journal: Front Psychol ISSN: 1664-1078
Demographic data of respondents.
| Characteristic |
| Valid% |
|
| ||
| American Indian/Alaska Native | 31 | 0.5 |
| Asian | 176 | 2.6 |
| Native Hawaiian/Other Pacific Islander | 11 | 0.2 |
| Black/African American | 515 | 7.5 |
| White | 5,885 | 85.7 |
| More than one race | 252 | 3.7 |
| Total | 6,870 | |
| Unknown/not reported | 291 | |
|
| ||
| Hispanic or Latino | 728 | 10.5 |
| Not Hispanic of Latino | 6,229 | 89.5 |
| Total | 6,957 | |
| Unknown/not reported | 1,532 | |
|
| ||
| Female | 6,045 | 83.4 |
| Male | 1,199 | 16.6 |
| Total | 7,259 | |
| Missing | 1,230 | |
|
| ||
| Physician or APP | 520 | 7.2 |
| Nursing staff | 2,254 | 31.4 |
| Clinical staff | 1,736 | 24.1 |
| Support staff | 1,915 | 26.6 |
| Administration | 721 | 10.0 |
| Trainee/Resident/Fellow | 43 | 0.6 |
| Total | 7,189 | |
| Missing | 1,300 | |
|
| ||
| Hospital ED | 509 | 7.1 |
| Hospital ICU | 374 | 5.2 |
| Hospital medical floor | 907 | 12.6 |
| Hospital other | 2,028 | 28.1 |
| Office | 1,084 | 15.0 |
| Other | 788 | 10.9 |
| Senior living | 87 | 1.2 |
| Urgent care/Walk-in | 37 | 0.5 |
| Outpatient medical setting | 909 | 12.6 |
| Both inpatient and outpatient | 490 | 6.8 |
| Total | 7,213 | |
| Missing | 1,276 | |
Rates of depression, anxiety, post-traumatic stress disorder (PTSD), and insomnia by demographics.
| Severity category | Total No. (%) | Gender | Ethnicity | Race | ||||||||||
| No. (%) | No. (%) | No. (%) | ||||||||||||
| Male | Female |
| Hispanic | Non-Hispanic | P | Black | Asian | White | American Indian/Alaska native | Native Hawaiian/Other Pacific Islander | Multiracial |
| ||
|
| ||||||||||||||
| Minimal | 2,582 (40%) | 567 (52%) | 2,005 (37%) | 0.001 | 219 (37%) | 2,265 (40%) | 0.001 | 173 (41%) | 69 (45%) | 2,129 (40%) | 13 (54%) | 3 (27%) | 71 (33%) | 0.005 |
| Mild | 1,888 (29%) | 284 (26%) | 1,596 (30%) | 155 (26%) | 1,664 (30%) | 97 (23%) | 46 (30%) | 1,586 (30%) | 5 (21%) | 3 (27%) | 56 (26%) | |||
| Moderate | 1,096 (17%) | 150 (14%) | 941 (18%) | 100 (17%) | 957 (17%) | 70 (17%) | 18 (12%) | 913 (17%) | 3 (13%) | 3 (27%) | 49 (23%) | |||
| Severe | 927 (14%) | 95 (9%) | 828 (15%) | 124 (21%) | 748 (13%) | 79 (19%) | 21 (14%) | 710 (13%) | 3 (13%) | 2 (18%) | 41 (19%) | |||
|
| ||||||||||||||
| Minimal | 29 (1%) | 17 (2%) | 12 (0.2%) | 0.001 | 0 (0%) | 28 (1%) | 0.166 | 1 (0.3%) | 2 (1%) | 25 (1%) | 0 (0%) | 0 (0%) | 0 (0%) | 0.001 |
| Mild | 1,046 (17%) | 271 (26%) | 770 (15%) | 98 (18%) | 900 (17%) | 96 (25%) | 32 (23%) | 820 (16%) | 4 (19%) | 1 (9%) | 36 (18%) | |||
| Moderate | 2,610 (43%) | 437 (41%) | 2,165 (43%) | 213 (39%) | 2,311 (43%) | 148 (39%) | 60 (43%) | 2,216 (44%) | 9 (43%) | 3 (27%) | 67 (34%) | |||
| Moderate/Severe | 1,479 (24%) | 206 (20%) | 1,269 (25%) | 143 (26%) | 1,279 (24%) | 75 (20%) | 23 (16%) | 1,250 (25%) | 6 (29%) | 4 (36%) | 53 (27%) | |||
| Severe | 947 (16%) | 128 (12%) | 811 (16%) | 87 (16%) | 817 (15%) | 62 (16%) | 23 (16%) | 759 (15%) | 2 (10%) | 3 (27%) | 43 (22%) | |||
|
| ||||||||||||||
| Positive | 825 (13%) | 118 (11%) | 702 (13%) | 0.023 | 95 (16%) | 687 (13%) | 66 (16%) | 20 (14%) | 638 (12%) | 5 (22%) | 2 (18%) | 41 (20%) | 0.005 | |
| Negative | 5,533 (87%) | 970 (89%) | 4,541 (87%) | 492 (84%) | 4,831 (88%) | 0.010 | 344 (84%) | 126 (86%) | 4,603 (88%) | 18 (78%) | 9 (82%) | 167 (80%) | ||
|
| ||||||||||||||
| Absence | 340 (6%) | 86 (9%) | 253 (6%) | 0.001 | 35 (8%) | 284 (6%) | 0.026 | 34 (11%) | 16 (13%) | 259 (6%) | 2 (10%) | 1 (14%) | 9 (5%) | 0.001 |
| Subthreshold | 2,315 (43%) | 429 (45%) | 1,876 (42%) | 176 (38%) | 2,051 (43%) | 119 (39%) | 51 (43%) | 1,978 (44%) | 10 (48%) | 3 (43%) | 59 (36%) | |||
| Moderate | 1,946 (36%) | 321 (34%) | 1,620 (37%) | 163 (35%) | 1,716 (36%) | 100 (33%) | 43 (36%) | 1,644 (36%) | 8 (38%) | 2 (29%) | 55 (33%) | |||
| Severe | 803 (15%) | 111 (12%) | 682 (15%) | 86 (19%) | 688 (15%) | 52 (17%) | 10 (8%) | 647 (14%) | 1 (5%) | 1 (14%) | 43 (26%) | |||
|
| ||||||||||||||
| Normal | 2,321 (51%) | 451 (57%) | 1,870 (50%) | 0.001 | 197 (53%) | 2,044 (51%) | 0.300 | 147 (62%) | 42 (64%) | 1,939 (50%) | 10 (63%) | 2 (33%) | 74 (58%) | 0.001 |
| Severe | 2,220 (49%) | 337 (43%) | 1,883 (50%) | 172 (47%) | 1,998 (49%) | 90 (38%) | 24 (36%) | 1,960 (50%) | 6 (38%) | 4 (67%) | 54 (42%) | |||
Rates of depression, anxiety, post-traumatic stress disorder (PTSD), and insomnia by job type.
| Severity category | Total No. (%) | Work location | Job type | |||||||||||
| No. (%) | No. (%) | |||||||||||||
| ED | ICU | Medical floor | Outpatient setting | Senior living | Both inpatient and outpatient |
| Physician or APP | Nurse staff | Clinical staff | Support staff | Admin |
| ||
|
| ||||||||||||||
| Minimal | 2,582 (40%) | 189 (41%) | 108 (32%) | 257 (32%) | 571 (40%) | 27 (34%) | 199 (45%) | 0.001 | 233 (49%) | 719 (36%) | 587 (38%) | 686 (41%) | 309 (47%) | 0.001 |
| Mild | 1,888 (29%) | 136 (30%) | 96 (29%) | 245 (31%) | 408 (28%) | 21 (27%) | 121 (27%) | 144 (30%) | 600 (30%) | 422 (27%) | 500 (30%) | 190 (29%) | ||
| Moderate | 1,096 (17%) | 72 (16%) | 65 (19%) | 154 (19%) | 249 (17%) | 13 (17%) | 68 (15%) | 66 (14%) | 359 (18%) | 284 (18%) | 272 (16%) | 99 (15%) | ||
| Severe | 927 (14%) | 60 (13%) | 66 (20%) | 142 (18%) | 218 (15%) | 18 (23%) | 53 (12%) | 37 (8%) | 332 (17%) | 265 (17%) | 223 (13%) | 58 (9%) | ||
|
| ||||||||||||||
| Minimal | 29 (1%) | 1 (0.2%) | 0 (0%) | 2 (0.3%) | 6 (0.4%) | 0 (0%) | 4 (1%) | 0.003 | 6 (1%) | 0 (0%) | 2 (0.1%) | 1 (0.1%) | 20 (3%) | .001 |
| Mild | 1,046 (17%) | 80 (19%) | 35 (12%) | 88 (12%) | 236 (17%) | 16 (23%) | 85 (21%) | 82 (18%) | 244 (13%) | 233 (16%) | 331 (21%) | 132 (21%) | ||
| Moderate | 2,610 (43%) | 187 (44%) | 131 (43%) | 305 (41%) | 584 (43%) | 26 (37%) | 179 (43%) | 228 (49%) | 790 (42%) | 654 (45%) | 610 (39%) | 283 (44%) | ||
| Moderate/Severe | 1,479 (24%) | 101 (24%) | 77 (25%) | 202 (27%) | 325 (24%) | 17 (24%) | 91 (22%) | 93 (20%) | 513 (28%) | 327 (22%) | 385 (24%) | 142 (22%) | ||
| Severe | 947 (16%) | 61 (14%) | 62 (20%) | 140 (19%) | 221 (16%) | 12 (17%) | 54 (13%) | 58 (12%) | 316 (17%) | 248 (17%) | 251 (16%) | 60 (9%) | ||
|
| ||||||||||||||
| Positive | 825 (13%) | 63 (14%) | 73 (22%) | 130 (17%) | 181 (13%) | 12 (16%) | 52 (12%) | 0.001 | 40 (9%) | 333 (17%) | 198 (13%) | 191 (12%) | 52 (8%) | 0.001 |
| Negative | 5,533 (87%) | 383 (86%) | 258 (78%) | 647 (83%) | 1,240 (87%) | 65 (84%) | 375 (88%) | 432 (92%) | 1,629 (83%) | 1,323 (87%) | 1,457 (88%) | 597 (92%) | ||
|
| ||||||||||||||
| Absence | 340 (6%) | 23 (6%) | 14 (5%) | 29 (5%) | 95 (8%) | 5 (8%) | 24 (7%) | 0.002 | 44 (11%) | 74 (5%) | 80 (6%) | 101 (7%) | 36 (6%) | 0.001 |
| Subthreshold | 2,315 (43%) | 156 (41%) | 106 (37%) | 246 (38%) | 516 (42%) | 28 (45%) | 177 (49%) | 195 (47%) | 635 (39%) | 573 (44%) | 604 (44%) | 263 (45%) | ||
| Moderate | 1,946 (36%) | 127 (34%) | 106 (37%) | 247 (40%) | 437 (36%) | 21 (34%) | 112 (31%) | 143 (34%) | 643 (39%) | 439 (34%) | 475 (34%) | 222 (38%) | ||
| Severe | 803 (15%) | 71 (19%) | 60 (21%) | 115 (18%) | 175 (14%) | 8 (13%) | 46 (13%) | 37 (9%) | 286 (18%) | 204 (16%) | 200 (15%) | 62 (11%) | ||
|
| ||||||||||||||
| Normal | 2,321 (51%) | 162 (49%) | 109 (44%) | 296 (52%) | 519 (50%) | 24 (59%) | 160 (50%) | 0.355 | 195 (52%) | 694 (49%) | 578 (54%) | 582 (53%) | 246 (48%) | 0.033 |
| Severe | 2,220 (49%) | 166 (51%) | 138 (56%) | 274 (48%) | 513 (50%) | 17 (42%) | 160 (50%) | 177 (48%) | 734 (51%) | 497 (46%) | 517 (47%) | 266 (52%) | ||
Logistic regressions for depression, anxiety, post-traumatic stress disorder (PTSD), and insomnia.
| Variable | β | SE | Wald |
| OR | 95% CI |
|
| ||||||
| Age ≥ 60 | –0.325 | 0.108 | 9.105 | 0.003 | 0.72 | 0.59–0.89 |
| Female | 0.526 | 0.103 | 26.223 | < 0.001 | 1.69 | 1.38–2.07 |
| Mental health professional | –0.318 | 0.158 | 4.076 | 0.044 | 0.73 | 0.53–0.99 |
| Prior mental health history | 1.091 | 0.112 | 94.564 | < 0.001 | 2.98 | 2.39–3.71 |
| Perceived risk of getting COVID-19 | 13.475 | 0.001 | ||||
| Moderate | 0.313 | 0.101 | 9.676 | 0.002 | 1.37 | 1.12–1.67 |
| High | 0.386 | 0.123 | 9.893 | 0.002 | 1.47 | 1.16–1.87 |
| Endorsed barriers to working | 0.759 | 0.091 | 69.473 | < 0.001 | 2.14 | 1.79–2.55 |
| Away from home for at least 1 week | 0.332 | 0.105 | 10.120 | 0.001 | 1.39 | 1.14–1.71 |
| Have access to adequate PPE | –0.322 | 0.097 | 10.974 | 0.001 | 0.73 | 0.60–0.88 |
| Can say no to work demands | –0.645 | 0.091 | 49.754 | < 0.001 | 0.53 | 0.44–0.63 |
|
| ||||||
| Age ≥ 60 | –0.622 | 0.116 | 29.030 | < 0.001 | 0.54 | 0.43–0.67 |
| Female | 0.280 | 0.102 | 7.503 | 0.006 | 1.32 | 1.08–1.62 |
| Prior mental health history | 1.020 | 0.072 | 200.668 | < 0.001 | 2.77 | 2.41–3.19 |
| Perceived risk of getting COVID-19 | 53.913 | < 0.001 | ||||
| Moderate | 0.402 | 0.093 | 18.925 | < 0.001 | 1.50 | 1.25–1.79 |
| High | 0.751 | 0.102 | 53.801 | < 0.001 | 2.12 | 1.73–2.59 |
| Perceived risk of having COVID-19 complications | 8.491 | 0.014 | ||||
| Moderate | 0.117 | 0.083 | 1.998 | 0.158 | 1.12 | 0.96–1.32 |
| High | 0.316 | 0.110 | 8.172 | 0.004 | 1.37 | 1.10–1.70 |
| Have emotional support | –0.510 | 0.138 | 13.58 | < 0.001 | 0.60 | 0.46–0.79 |
| Endorsed barriers to working | 0.771 | 0.076 | 102.69 | < 0.001 | 2.16 | 1.86–2.51 |
| Away from home for at least 1 week | 0.266 | 0.075 | 12.73 | < 0.001 | 1.31 | 1.13–1.51 |
| Have access to adequate PPE | –0.366 | 0.073 | 25.356 | < 0.001 | 0.69 | 0.60–0.80 |
| Can say no to work demands | –0.493 | 0.076 | 41.848 | < 0.001 | 0.61 | 0.53–0.71 |
|
| ||||||
| Age ≥ 60 | –0.523 | 00.158 | 11.016 | 0.001 | 0.59 | 0.44–0.81 |
| Prior mental health history | 0.689 | 0.094 | 54.008 | < 0.001 | 1.99 | 1.66–2.39 |
| Perceived risk of getting COVID-19 | 37.791 | < 0.001 | ||||
| Moderate | 0.236 | 0.132 | 3.183 | 0.074 | 1.27 | 0.98–1.64 |
| High | 0.751 | 0.137 | 30.093 | < 0.001 | 2.12 | 1.62–2.77 |
| Perceived risk of having COVID-19 complications | 21.109 | < 0.001 | ||||
| Moderate | 0.399 | 0.107 | 13.98 | < 0.001 | 1.49 | 1.21–1.84 |
| High | 0.517 | 0.135 | 14.76 | < 0.001 | 1.68 | 1.29–2.18 |
| Have emotional support | –0.482 | 0.163 | 8.773 | 0.003 | 0.62 | 0.45–0.85 |
| Endorsed barriers to working | 0.526 | 0.103 | 26.039 | < 0.001 | 1.69 | 1.38–2.07 |
| Away from home for at least 1 week | 0.510 | 0.096 | 28.441 | < 0.001 | 1.67 | 1.38–2.01 |
| Can say no to work demands | –0.437 | 0.103 | 17.992 | < 0.001 | 0.65 | 0.53–0.79 |
|
| ||||||
| Age ≥ 60 | –0.407 | 0.096 | 17.859 | < 0.001 | 0.67 | 0.55–0.80 |
| Female | 0.202 | 0.090 | 5.031 | 0.025 | 1.22 | 1.03–1.46 |
| Prior mental health history | 0.703 | 0.072 | 95.287 | < 0.001 | 2.02 | 1.76–2.33 |
| Perceived risk of getting COVID-19 | 21.518 | < 0.001 | ||||
| Moderate | 0.301 | 0.082 | 13.520 | < 0.001 | 1.35 | 1.15–1.59 |
| High | 0.421 | 0.096 | 19.183 | < 0.001 | 1.52 | 1.26–1.84 |
| Perceived risk of having COVID-19 complications | 11.159 | 0.004 | ||||
| Moderate | 0.226 | 0.080 | 8.032 | 0.005 | 1.25 | 1.07–1.47 |
| High | 0.281 | 0.113 | 6.139 | 0.013 | 1.324 | 1.06–1.65 |
| Have emotional support | –0.509 | 0.147 | 12.017 | 0.001 | 0.60 | 0.45–0.80 |
| Endorsed barriers to working | 0.315 | 0.069 | 20.653 | < 0.001 | 1.37 | 1.20–1.57 |
| Away from home for at least 1 week | 0.227 | 0.075 | 9.320 | 0.002 | 1.26 | 1.09–1.45 |
| Can say no to work demands | –0.283 | 0.070 | 16.488 | < 0.001 | 0.75 | 0.66–0.86 |
Anxiety was defined as GAD-7 ≥ 10 (at least moderate symptoms), depression was defined as PHQ–9 ≥ 10 (at least moderate symptoms), PTSD was defined as PC-PTSD score of ≥ 4, and insomnia was defined as ISI ≥ 16.
Sources of support endorsed by demographics.
| Sources of support | Total No. (%) | Gender | Ethnicity | Race | ||||||||||
| No. (%) | No. (%) | No. (%) | ||||||||||||
| Male | Female |
| Hispanic | Non-Hispanic |
| Black | Asian | White | American Indian/Alaska native | Native Hawaiian/Other Pacific Islander | Multiracial |
| ||
|
| 6548 (77%) | 1040 (87%) | 5479 (91%) | <0.001 | 606 (83%) | 5673 (91%) | <0.001 | 430 (83%) | 158 (90%) | 5386 (92%) | 24 (77%) | 10 (91%) | 217 (86%) | <0.001 |
| Family | 5,796 (68%) | 923 (77%) | 4,849 (80%) | 0.011 | 523 (72%) | 5,044 (81%) | <0.001 | 368 (71%) | 142 (81%) | 4,794 (81%) | 20 (65%) | 10 (91%) | 183 (73%) | <0.001 |
| Friends | 4,335 (51%) | 608 (51%) | 3,705 (61%) | <0.001 | 312 (43%) | 3,873 (62%) | <0.001 | 256 (50%) | 94 (53%) | 3,686 (63%) | 11 (35%) | 7 (64%) | 127 (50%) | <0.001 |
| Work leadership | 1,864 (22%) | 325 (27%) | 1,531 (25%) | 0.197 | 142 (20%) | 1,671 (27%) | <0.001 | 96 (19%) | 33 (19%) | 1,625 (28%) | 7 (23%) | 5 (45%) | 40 (16%) | <0.001 |
| Work peers | 3,525 (42%) | 490 (41%) | 3,018 (50%) | <0.001 | 264 (36%) | 3,152 (51%) | <0.001 | 165 (32%) | 65 (37%) | 3,049 (52%) | 8 (26%) | 6 (55%) | 103 (41%) | <0.001 |
| Specialized work programs | 291 (3.4%) | 44 (4%) | 245 (4%) | 0.536 | 25 (3%) | 256 (4%) | 0.381 | 12 (2%) | 5 (3%) | 241 (4%) | 0 (0%) | 3 (27%) | 9 (4%) | 0.001 |
| Religious groups | 633 (7.5%) | 87 (7%) | 543 (9%) | 0.053 | 77 (11%) | 513 (8%) | 0.032 | 110 (21%) | 14 (8%) | 423 (7%) | 4 (13%) | 1 (9%) | 41 (16%) | <0.001 |
| Private mental health worker | 454 (5.3%) | 49 (4%) | 403 (7%) | 0.001 | 33 (5%) | 400 (6%) | 0.046 | 21 (4%) | 3 (2%) | 392 (7%) | 1 (3%) | 1 (9%) | 17 (7%) | 0.028 |
| Other | 189 (2.2%) | 45 (4%) | 141 (2%) | 0.004 | 20 (3%) | 154 (2%) | 0.653 | 21 (4%) | 6 (3%) | 132 (2%) | 3 (10%) | 0 (0%) | 9 (4%) | 0.008 |
N answering each item: Gender N = 7,244; Race N = 6,870; Ethnicity N = 6,957; All study participants N = 8,489.
Logistic regressions for support received/sought out.
| Variable | β | SE | Wald |
| OR | 95% CI |
| Male | –0.460 | 0.103 | 19.962 | < 0.001 | 0.63 | 0.52–0.77 |
| Non-Hispanic | 0.600 | 0.139 | 18.788 | < 0.001 | 1.82 | 1.39–2.39 |
| Race (reference: White) | 27.647 | < 0.001 | ||||
| Black | –0.683 | 0.138 | 24.598 | < 0.001 | 0.51 | 0.39–0.66 |
| Asian | 0.006 | 0.285 | 0.000 | 0.983 | 1.01 | 0.58–1.76 |
| American Indian/Alaska Native | –0.718 | 0.464 | 2.39 | 0.122 | 0.49 | 0.20–1.21 |
| Native Hawaiian/Other Pacific Islander | 0.327 | 1.056 | 0.096 | 0.757 | 1.39 | 0.18–10.98 |
| More than one race | –0.298 | 0.207 | 2.069 | 0.150 | 0.74 | 0.50–1.11 |