| Literature DB >> 34995203 |
Hany El Gindi1, Reham Shalaby2, April Gusnowski3, Wesley Vuong3, Shireen Surood3, Marianne Hrabok4, Andrew J Greenshaw2, Vincent Agyapong2.
Abstract
BACKGROUND: During the COVID-19 pandemic, threats to mental health, psychological safety, and well-being are evident, particularly among the first responders and the health care staff.Entities:
Keywords: COVID-19; Canada; Text4Hope; anxiety; depression; e-mental health; health care worker; impact; mental health; mobile technology; nurse; pandemic; physician; stress
Year: 2022 PMID: 34995203 PMCID: PMC8916101 DOI: 10.2196/27469
Source DB: PubMed Journal: JMIR Form Res ISSN: 2561-326X
Distribution of the demographic and clinical characteristics by HCWa type.
| Variables | Physicians (N=63) | Nurses (N=355) | Other (N=678) | Total (N=1096)b | |
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| Male | 17 (27.0) | 10 (2.8) | 55 (8.1) | 82 (7.5) |
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| Female | 46 (73.0) | 343 (96.9) | 617 (91.1) | 1006 (92.0) |
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| Other | 0 | 1 (0.3) | 5 (0.7) | 6 (0.5) |
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| ≤30 | 13 (21.0) | 5 (16.8) | 90 (13.5) | 162 (15.0) |
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| 31-40 | 9 (14.5) | 107 (30.4) | 214 (32.2) | 330 (30.6) |
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| 41-50 | 19 (30.6) | 78 (22.2) | 193 (29.0) | 290 (26.9) |
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| >50 | 21 (33.9) | 108 (30.7) | 168 (25.3) | 297 (27.5) |
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| Caucasian | 48 (76.2) | 309 (87.0) | 562 (83.0) | 919 (83.9) |
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| Indigenous | 1 (1.6) | 6 (1.7) | 24 (3.5) | 31 (2.8) |
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| Asian | 10 (15.9) | 15 (4.2) | 44 (6.5) | 69 (6.3) |
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| Other | 4 (6.3) | 25 (7.0) | 47 (6.9) | 76 (6.9) |
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| Less than high school diploma | 0 | 1 (0.3) | 2 (0.3) | 3 (0.3) |
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| High school diploma | 0 | 1 (0.3) | 16 (2.4) | 17 (1.6) |
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| Postsecondary education | 63 (100.0) | 351 (99.2) | 652 (96.4) | 1066 (97.5) |
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| Other education | 0 | 1 (0.3) | 6 (0.9) | 7 (0.6) |
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| Married/cohabiting/partnered | 51 (81.0) | 291 (82.0) | 510 (75.3) | 852 (77.8) |
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| Separated/divorced | 3 (4.8) | 24 (6.8) | 61 (9.0) | 88 (8.0) |
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| Widowed | 0 | 3 (0.8) | 3 (0.4) | 6 (0.5) |
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| Single | 9 (14.3) | 37 (10.4) | 98 (14.5) | 144 (13.2) |
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| Other | 0 | 0 | 5 (0.7) | 5 (0.5) |
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| Own home | 49 (77.8) | 287 (80.8) | 500 (73.9) | 836 (76.3) |
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| Living with family | 4 (6.3) | 12 (3.4) | 24 (3.5) | 40 (3.7) |
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| Renting | 10 (15.9) | 55 (15.5) | 147 (21.7) | 212 (19.4) |
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| Other | 0 | 1 (0.3) | 6 (0.9) | 7 (0.6) |
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| No | 41 (65.1) | 273 (77.1) | 540 (80.1) | 854 (78.3) |
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| Yes | 22 (34.9) | 81 (22.9) | 134 (19.9) | 237 (21.7) |
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| Perceived stress (moderate to highd) | 41 (68.3) | 279 (82.5) | 520 (81.6) | 840 (81.2) |
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| Likely GADe | 20 (36.4) | 116 (37.4) | 233 (39.4) | 369 (38.6) |
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| Likely MDDf | 9 (16.1) | 99 (31.3) | 209 (35.1) | 317 (32.7) |
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| PSS-10g | 18.07 (7.25) | 19.25 (6.27) | 19.35 (6.28) | 19.25 (6.34) |
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| GAD-7h | 4.46 (4.36) | 7.42 (5.17) | 8.01 (5.72) | 7.61 (5.53) |
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| PHQ-9i | 7.58 (5.25) | 8.18 (5.32) | 8.46 (5.58) | 8.32 (5.48) |
aHCW: health care worker.
bData were reported according to the provided responses. The total percentages may not add up to 100%.
cMultiple responses were possible.
dModerate-to-high stress was defined as PSS-10 score of ≥14.
eLikely GAD was defined as a GAD-7 score of ≥10.
fLikely MDD was defined as a PHQ-9 score of ≥10.
gPSS-10: Perceived Stress Scale.
hGAD-7: Generalized Anxiety Disorder 7-item.
iPHQ-9: Patient Health Questionnaire-9.
Logistic regression predicting likelihood for the respondents among HCWsa to present with moderate-to-high stress.
| Variables | B | SE | Wald |
| ORc (95% CI) | ||
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| Male | —d | — | 5.451 | 2 | .07 | — |
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| Female | 0.683 | 0.293 | 5.442 | 1 |
| 1.980 (1.115-3.515) |
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| Other | 0.714 | 1.211 | 0.347 | 1 | .56 | 2.041 (0.190-21.907) |
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| ≤30 | — | — | 34.244 | 3 | < | — |
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| 31-40 | 0.567 | 0.330 | 2.956 | 1 | .09 | 1.763 (0.924-3.366) |
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| 41-50 | –0.310 | 0.313 | 0.980 | 1 | .32 | 0.733 (0.397-1.355) |
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| >50 | –0.845 | 0.309 | 7.469 | 1 |
| 0.429 (0.234-0.787) |
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| Caucasian | — | — | 0.548 | 3 | .91 | — |
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| Indigenous | 0.358 | .644 | 0.309 | 1 | .58 | 1.430 (0.405-5.052) |
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| Asian | –0.160 | .368 | 0.189 | 1 | .66 | 0.852 (0.414-1.753) |
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| Other | –0.070 | .337 | 0.043 | 1 | .84 | 0.933 (0.482-1.805) |
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| Less than high school diploma | — | — | 1.442 | 3 | .69 | — |
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| High school diploma | 1.430 | 1.661 | 0.741 | 1 | .39 | 4.177 (0.161-108.342) |
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| Postsecondary education | 0.751 | 1.282 | 0.343 | 1 | .56 | 2.118 (0.172-26.144) |
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| Other education | –.043 | 1.597 | 0.001 | 1 | .98 | 0.958 (0.042-21.934) |
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| Married/cohabiting/partnered | — | — | 1.239 | 4 | .87 | — |
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| Separated/divorced | –.090 | 0.300 | 0.089 | 1 | .77 | 0.914 (0.508-1.646) |
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| Widowed | –.362 | 0.885 | 0.167 | 1 | .68 | 0.696 (0.123-3.948) |
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| Single | .253 | 0.297 | 0.730 | 1 | .39 | 1.288 (0.720-2.304) |
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| Other | –.444 | 1.272 | 0.122 | 1 | .73 | 0.641 (0.053-7.758) |
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| Own home | — | — | 2.175 | 3 | .54 | — |
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| Living with family | .743 | 0.656 | 1.285 | 1 | .26 | 2.103 (0.582-7.599) |
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| Renting | .296 | 0.265 | 1.244 | 1 | .27 | 1.344 (0.799-2.261) |
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| Other | 20.278 | 15,888.453 | 0 | 1 | .99 | 640,763,554.13 (0 to upper level) |
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| No | — | — | — | — | — | — |
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| Yes | –.108 | 0.204 | 0.281 | 1 | .59 | 0.898 (0.602-1.339) |
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| Physician | — | — | 2.874 | 2 | .24 | — |
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| Nurses | .573 | 0.339 | 2.864 | 1 | .09 | 1.774 (0.913-3.446) |
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| Other | .474 | 0.321 | 2.180 | 1 | .14 | 1.606 (0.856-3.012) |
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| –.200 | 1.347 | .022 | 1 | .88 | 0.819 (—) | |
aHCW: health care worker.
bSignificant P values are italicized.
cOR: odds ratio.
d—: Not applicable.
Logistic regression predicting likelihood for the respondents among HCWsa to present with likely GADb.
| Variables | B | SE | Wald |
| ORd (95% CI) | ||
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| Male | —e | 4.250 | 2 | 2 | .12 | — |
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| Female | 0.468 | 2.497 | 1 | 1 | .11 | 1.597 (0.894-2.852) |
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| Other | 1.657 | 2.898 | 1 | 1 | .09 | 5.243 (0.778-35.319) |
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| ≤30 | — | — | 41.852 | 3 |
| — |
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| 31-40 | –0.045 | 0.224 | 0.040 | 1 | .84 | 0.956 (0.616-1.483) |
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| 41-50 | –0.887 | 0.243 | 13.344 | 1 |
| 0.412 (0.256-0.663) |
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| >50 | –1.121 | 0.250 | 20.131 | 1 |
| 0.326 (0.200-0.532) |
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| Caucasian | — | — | 2.910 | 3 | .41 | — |
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| Indigenous | 0.453 | 0.421 | 1.161 | 1 | .28 | 1.574 (0.690-3.591) |
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| Asian | –0.247 | 0.312 | 0.625 | 1 | .43 | 0.781 (0.424-1.441) |
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| Other | 0.288 | 0.291 | 0.984 | 1 | .32 | 1.334 (0.755-2.359) |
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| Less than high school diploma | — | — | 2.004 | 3 | .57 | — |
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| High school diploma | –0.585 | 1.444 | 0.164 | 1 | .69 | 0.557 (0.033--9.442) |
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| Postsecondary education | –1.194 | 1.285 | 0.864 | 1 | .35 | 0.303 (0.024-3.760) |
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| Other education | –1.790 | 1.669 | 1.151 | 1 | .28 | 0.167 (0.006-4.394) |
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| Married/cohabiting/partnered | — | — | 2.865 | 4 | .58 | — |
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| Separated/divorced | 0.148 | 0.274 | 0.293 | 1 | .59 | 1.160 (0.678-1.984) |
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| Widowed | –0.673 | 1.110 | 0.367 | 1 | .55 | 0.510 (0.058-4.498) |
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| Single | 0.293 | 0.220 | 1.768 | 1 | .18 | 1.340 (0.870-2.064) |
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| Other | –0.691 | 1.072 | 0.416 | 1 | .52 | 0.501 (0.061-4.095) |
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| Own home | — | — | 3.756 | 3 | .29 | — |
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| Living with family | 0.027 | 0.412 | 0.004 | 1 | .95 | 1.028 (0.458-2.305) |
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| Renting | 0.028 | 0.196 | 0.020 | 1 | .89 | 1.028 (0.699-1.510) |
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| Other | 2.323 | 1.200 | 3.748 | 1 | .05 | 10.210 (0.972-107.273) |
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| No | — | — | — | — | — | — |
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| Yes | –0.236 | 0.172 | 1.879 | 1 | .17 | 0.790 (0.563-1.107) |
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| Physician | — | — | 0.400 | 2 | .82 | — |
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| Nurses | –0.113 | 0.330 | 0.117 | 1 | .73 | 0.893 (0.467-1.706) |
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| Other | –0.019 | 0.318 | 0.003 | 1 | .95 | 0.981 (0.526-1.831) |
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| 0.848 | 1.351 | 0.394 | 1 | .53 | 2.334 (—) | |
aHCW: health care worker.
bGAD: generalized anxiety disorder.
cSignificant P values are italicized.
dOR: odds ratio.
e—: Not applicable.
Logistic regression predicting likelihood for the respondents among HCWsa to present with likely MDDb.
| Variables | B | SE | Wald |
| ORd (95% CI) | ||
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| Male | —e | — | 0.619 | 2 | .73 | — |
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| Female | 0.031 | 0.294 | 0.011 | 1 | .92 | 1.032 |
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| Other | 0.714 | 0.918 | 0.606 | 1 | .44 | 2.042 |
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| ≤30 | — | — | 24.539 | 3 |
| — |
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| 31-40 | –0.025 | 0.227 | 0.012 | 1 | .91 | 0.975 |
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| 41-50 | –0.590 | 0.247 | 5.703 | 1 |
| 0.554 |
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| >50 | –0.934 | 0.258 | 13.111 | 1 |
| 0.393 |
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| Caucasian | — | — | 1.282 | 3 | .73 | — |
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| Indigenous | 0.046 | 0.427 | 0.011 | 1 | .92 | 1.047 |
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| Asian | –0.075 | 0.321 | 0.054 | 1 | .82 | 0.928 |
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| Other | 0.319 | 0.295 | 1.168 | 1 | .28 | 1.376 |
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| Less than high school diploma | — | — | 3.471 | 3 | .32 | — |
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| High school diploma | –0.677 | 1.406 | 0.232 | 1 | .63 | 0.508 |
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| Postsecondary education | –1.500 | 1.272 | 1.390 | 1 | .24 | 0.223 |
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| Other education | –0.950 | 1.640 | 0.336 | 1 | .56 | 0.387 |
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| Married/cohabiting/partnered | — | — | 8.863 | 4 | .07 | — |
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| Separated/divorced | 0.574 | 0.271 | 4.493 | 1 |
| 1.776 |
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| Widowed | –0.273 | 1.109 | 0.060 | 1 | .81 | 0.761 |
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| Single | 0.495 | 0.219 | 5.107 | 1 |
| 1.640 |
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| Other | –0.537 | 1.055 | 0.259 | 1 | .61 | 0.584 |
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| Own home | — | — | 4.775 | 3 | .19 | — |
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| Living with family | .356 | .413 | 0.744 | 1 | .39 | 1.428 |
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| Renting | .225 | .195 | 1.326 | 1 | .25 | 1.252 |
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| Other | 2.195 | 1.201 | 3.340 | 1 | .07 | 8.980 |
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| No | — | — | — | — | — | — |
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| Yes | –0.114 | 0.177 | 0.418 | 1 | 0.52 | 0.892 |
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| Physician | — | — | 6.076 | 2 |
| — |
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| Nurses | 0.843 | 0.402 | 4.396 | 1 |
| 2.322 |
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| Other | 0.952 | 0.391 | 5.932 | 1 |
| 2.592 |
|
| 0.095 | 1.358 | 0.005 | 1 | .94 | 1.099 (—) | |
aHCW: health care worker.
bMDD: major depressive disorder.
cSignificant P values are italicized.
dOR: odds ratio.
e—: Not applicable.