| Literature DB >> 33694071 |
Christopher B Forrest1, Haolin Xu2, Laine E Thomas2, Laura E Webb2, Lauren W Cohen2, Timothy S Carey3, Cynthia H Chuang4, Nancy M Daraiseh5, Rainu Kaushal6, James C McClay7, François Modave8, Elizabeth Nauman9, Jonathan V Todd10, Amisha Wallia11, Cortney Bruno12, Adrian F Hernandez2, Emily C O'Brien2.
Abstract
BACKGROUND: The HERO registry was established to support research on the impact of the COVID-19 pandemic on US healthcare workers.Entities:
Keywords: COVID-19; SARS-CoV-2; burnout; disparities; healthcare worker; registry; well-being
Year: 2021 PMID: 33694071 PMCID: PMC7946335 DOI: 10.1007/s11606-020-06529-z
Source DB: PubMed Journal: J Gen Intern Med ISSN: 0884-8734 Impact factor: 5.128
Figure 1State of residence for 14,600 healthcare workers enrolled in the HERO registry. The map shows the count of healthcare workers who enrolled in the HERO research community via a web-based registry. Recruitment methods included communications done within healthcare systems that participate in PCORnet (pcornet.org), a national network-of-networks devoted to conducting clinical research; media articles and televised stories; social media; and professional societies. The count of the number of participants by state is based on individuals’ recorded 5-digit zip codes of residence.
Healthcare Worker Characteristics by the COVID-19 Exposure Risk of Their Work Setting
| Work setting exposure risk* | ||||
|---|---|---|---|---|
| Characteristic | Overall | High | Low | |
| Age, mean (SD), years | 42.0 (11.5) | 39.6 (10.7) | 43.0 (11.6) | < 0.01 |
| Age group, | < 0.01 | |||
| 18–29 | 2114 (14.5) | 813 (18.4) | 1301 (12.8) | |
| 30–49 | 8566 (58.7) | 2729 (61.7) | 5837 (57.4) | |
| 50–64 | 3578 (24.5) | 830 (18.8) | 2748 (27.0) | |
| 65+ | 342 (2.3) | 51 (1.2) | 291 (2.9) | |
| Female, | 11,149 (76.4) | 3188 (72.1) | 7961 (78.2) | < 0.01 |
| Race/ethnicity, | 0.04 | |||
| Hispanic/Latino (any race) | 1128 (7.7) | 302 (6.8) | 826 (8.1) | |
| Black/African-American | 527 (3.6) | 147 (3.3) | 380 (3.7) | |
| White | 11,523 (78.9) | 3523 (79.7) | 8000 (78.6) | |
| Asian/Pacific Islander | 917 (6.3) | 291 (6.6) | 626 (6.2) | |
| Other (include other race, mixed) | 505 (3.5) | 160 (3.6) | 345 (3.4) | |
| Type of healthcare facility, | < 0.01 | |||
| Hospital | 10,864 (74.4) | 3876 (87.6) | 6988 (68.7) | |
| Outpatient clinic/facility | 1083 (7.4) | 26 (0.6) | 1057 (10.4) | |
| Skilled nursing facility | 275 (1.9) | 22 (0.5) | 253 (2.5) | |
| Emergency services | 242 (1.7) | 200 (4.5) | 42 (0.4) | |
| Other | 2136 (14.6) | 299 (6.8) | 1837 (18.1) | |
| Professional role, | < 0.01 | |||
| Clinical | ||||
| Nurse (RN/LPN) | 4776 (33.2) | 1939 (44.2) | 2837 (28.4) | |
| Physician | 2645 (18.4) | 711 (16.2) | 1934 (19.3) | |
| Physician-in-training | 473 (3.3) | 146 (3.3) | 327 (3.3) | |
| Paramedic/emergency medical technician | 412 (2.9) | 409 (9.3) | 3 (0.0) | |
| Physician’s assistant (PA) | 372 (2.6) | 121 (2.8) | 251 (2.5) | |
| Nurse practitioner (NP) | 728 (5.1) | 142 (3.2) | 586 (5.9) | |
| Respiratory therapist | 225 (1.6) | 206 (4.7) | 19 (0.2) | |
| Physical therapist (PT) | 248 (1.7) | 30 (0.7) | 218 (2.2) | |
| Medical assistant | 163 (1.1) | 30 (0.7) | 133 (1.3) | |
| Non-clinical | ||||
| Administrative staff | 706 (4.9) | 93 (2.1) | 613 (6.1) | |
| Environmental services | 78 (0.5) | 17 (0.4) | 61 (0.6) | |
| Laboratory technician | 208 (1.4) | 7 (0.2) | 201 (2.0) | |
| Pharmacist/pharmacy technician | 427 (3.0) | 64 (1.5) | 363 (3.6) | |
| Dietary/nutrition/food services | 98 (0.7) | 8 (0.2) | 90 (0.9) | |
| Other | 2,819 (19.6) | 459 (10.5) | 2,360 (23.6) | |
| Missing | 222 (1.5) | 41 (0.9) | 181 (1.8) | |
*High COVID-19 exposure risk work settings included intensive care units, emergency departments/urgent care centers, COVID-19 therapeutic or diagnostic units, respiratory services, anesthesia, and emergency medical services. All other settings were considered low risk
SARS-CoV-2 Exposures and Testing and COVID-19 Illness Among Healthcare Workers by the COVID-19 Exposure Risk of Their Work Setting
| Work setting exposure risk | ||||
|---|---|---|---|---|
| Characteristic | Overall | High | Low | |
| Exposure to SARS-CoV-2 virus, | ||||
| Any exposure | 6379 (43.7) | 2895 (65.5) | 3484 (34.2) | < 0.01 |
| Exposed at work place | 5824 (39.9) | 2817 (63.7) | 3007 (29.5) | < 0.01 |
| Exposed in community | 807 (5.5) | 163 (3.7) | 644 (6.3) | < 0.01 |
| Exposed at work place among those with any exposure | 5824 (91.3) | 2817 (97.3) | 3007 (86.3) | < 0.01 |
| SARS-CoV-2 viral test, | ||||
| Ever tested | 2460 (16.8) | 806 (18.2) | 1654 (16.3) | < 0.01 |
| Tested positive | 268 (1.8) | 88 (2.0) | 180 (1.8) | 0.36 |
| Tested positive (among tested) | 268 (10.9) | 88 (10.9) | 180 (10.9) | 0.98 |
| SARS-CoV-2 antibody test, | ||||
| Ever tested | 1087 (7.4) | 337 (7.6) | 750 (7.4) | 0.60 |
| Tested positive | 126 (0.9) | 38 (0.9) | 88 (0.9) | 0.97 |
| Tested positive (among tested) | 126 (11.6) | 38 (11.3) | 88 (11.7) | 0.83 |
| Viral or antibody test positive, | 354 (2.4) | 113 (2.6) | 241 (2.4) | 0.50 |
| Physician-diagnosed COVID-19 illness without a viral test, | 235 (1.6) | 62 (1.4) | 173 (1.7) | 0.19 |
| SARS-CoV-2 viral or antibody test positive or physician diagnosis of COVID-19, | 554 (3.8) | 164 (3.7) | 390 (3.8) | 0.72 |
Multivariable Regression Analyses for COVID-19 Illness, Job Burnout, and Daily Distress Experiences
| Participant characteristic | Outcome* | ||
|---|---|---|---|
| COVID-19, aOR (99% CI) | Burnout, aOR (99% CI) | Distress experiences, aRR (99% CI) | |
| Age, years | |||
| 18–29 | Referent | Referent | Referent |
| 30–49 | 1.26 (0.87, 1.81) | 1.12 (0.88, 1.44) | |
| 50–64 | 1.38 (0.91, 2.08) | ||
| 65+ | 1.13 (0.48, 2.64) | ||
| Gender | |||
| Male | Referent | Referent | Referent |
| Female | 0.96 (0.72, 1.29) | ||
| Race/ethnicity | |||
| White | Referent | Referent | Referent |
| Black/African-American | 0.91 (0.53, 1.54) | 0.89 (0.79, 1.01) | |
| Hispanic/Latino | 0.95 (0.69, 1.32) | 1.02 (0.95, 1.10) | |
| Asian/Pacific Islander | 1.39 (0.91, 2.14) | 0.86 (0.60, 1.23) | 0.99 (0.90, 1.09) |
| Other | 1.16 (0.62, 2.17) | 1.07 (0.67, 1.69) | |
| Type of healthcare facility | |||
| Hospital | Referent | Referent | Referent |
| Outpatient clinic/facility | 1.06 (0.74, 1.50 | 0.95 (0.87, 1.04) | |
| Skilled nursing facility | 0.97 (0.41, 2.31) | 2.05 (1.00, 4.22) | |
| Emergency services | 0.76 (0.25, 2.31) | 0.68 (0.27, 1.70) | 1.07 (0.89, 1.28) |
| Other | 0.84 (0.58, 1.22) | 0.92 (0.73, 1.16) | 1.04 (0.98, 1.11) |
| Professional role | |||
| Clinical | |||
| Nurse | Referent | Referent | Referent |
| Physician | 0.71 (0.49, 1.02) | 0.79 (0.62, 1.00) | |
| Physician-in-training | 0.77 (0.40, 1.48) | 0.68 (0.42, 1.09) | |
| Paramedic/EMT | 0.67 (0.24, 1.81) | 0.92 (0.52, 1.64) | 0.97 (0.83, 1.12) |
| Physician’s assistant | 0.96 (0.48, 1.90) | 0.97 (0.60, 1.57) | 0.82 (0.72, 0.94) |
| Nurse practitioner | 1.18 (0.69, 2.01) | 0.85 (0.60, 1.21) | 0.99 (0.91, 1.09) |
| Respiratory therapist | 0.95 (0.36, 2.51) | 0.65 (0.32, 1.30) | 0.97 (0.82, 1.14) |
| Physical therapist | 1.42 (0.67, 2.99) | 0.96 (0.55, 1.70) | 0.91 (0.78, 1.07) |
| Medical assistant | 1.27 (0.46, 3.45) | 1.50 (0.56, 4.01) | 1.07 (0.89, 1.28) |
| Non-clinical | |||
| Administrative staff | 1.01 (0.61, 1.66) | 0.92 (0.61, 1.38) | 1.05 (0.96, 1.16) |
| Environmental services | n/a | 1.53 (0.38, 6.19) | 1.10 (0.82, 1.46) |
| Laboratory technician | 0.54 (0.16, 1.79) | 1.55 (0.80, 3.01) | 1.03 (0.86, 1.22) |
| Pharmacist | 1.20 (0.74, 1.95) | 0.91 (0.80, 1.03) | |
| Dietary/food services | 0.71 (0.18, 2.78) | 1.15 (0.39, 3.39) | 0.92 (0.71, 1.19) |
| Other | 0.80 (0.58, 1.11) | 0.91 (0.72, 1.14) | 0.95 (0.89, 1.00) |
| Work setting risk | |||
| Low | Referent | Referent | Referent |
| High | 0.95 (0.72, 1.25) | ||
| Week of survey completion | 1.01 (0.95, 1.07) | ||
*The regression models controlled for type of healthcare facility where employed and geographic region of residence. Logistic regression was used for the COVID-19 illness and burnout outcomes, and Poisson regression for the distress experiences outcome. Italicized parameter estimates are significantly different from the referent at p < 0.01. There were no cases of COVID-19 among environmental services workers