| Literature DB >> 35051960 |
Sara Carazo1, Mariève Pelletier, Denis Talbot, Nathalie Jauvin, Gaston De Serres, Michel Vézina.
Abstract
OBJECTIVE: We aimed to measure the prevalence of psychological distress among Quebec healthcare workers (HCWs) during the second and third pandemic waves and to assess the effect of psychosocial risk factors (PSRs) on work-related psychological distress among severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infected (cases) and non-infected (controls) HCWs.Entities:
Mesh:
Year: 2022 PMID: 35051960 PMCID: PMC9275796 DOI: 10.1097/JOM.0000000000002487
Source DB: PubMed Journal: J Occup Environ Med ISSN: 1076-2752 Impact factor: 2.306
Sociodemographic and Employment Characteristics of Participants, by COVID-19 Status
| All HCWS | COVID-19 HCWs | Non-COVID-19 HCWs | |||||
|---|---|---|---|---|---|---|---|
|
|
|
| |||||
| 8220 | % | 4068 | % | 4152 | % | ||
| Sex, female | 6845 | 83.3 | 3230 | 79.4 | 3615 | 87.1 | <0.01 |
| Age | <0.01 | ||||||
| 18 – 44 yrs | 5479 | 66.7 | 2444 | 60.1 | 3035 | 73.1 | |
| 45 – 59 yrs | 2289 | 27.9 | 1338 | 32.9 | 951 | 22.9 | |
| ≥60 yrs | 452 | 5.5 | 286 | 7.0 | 166 | 4.0 | |
| Born abroad | 1206 | 14.7 | 833 | 20.5 | 373 | 9.0 | <0.01 |
| Mother tongue other than French or English | 780 | 9.5 | 544 | 13.4 | 236 | 5.7 | <0.01 |
| Race/Ethnicity | <0.01 | ||||||
| White | 7000 | 85.2 | 3217 | 79.1 | 3783 | 91.1 | |
| Black | 439 | 5.3 | 342 | 8.4 | 97 | 2.3 | |
| Other | 658 | 8.0 | 429 | 10.6 | 229 | 5.5 | |
| NR | 123 | 1.5 | 80 | 2.0 | 43 | 1.0 | |
| Type of employment | <0.01 | ||||||
| Nurses and nursing assistants | 2140 | 26.0 | 1050 | 25.8 | 1090 | 26.3 | |
| Healthcare support workers | 1572 | 19.1 | 1089 | 26.8 | 483 | 11.6 | |
| Administration/management | 955 | 11.6 | 396 | 9.7 | 559 | 13.5 | |
| Physicians | 381 | 4.6 | 165 | 4.1 | 216 | 5.2 | |
| Other types of work | 3172 | 38.6 | 1368 | 33.6 | 1804 | 43.5 | |
| Type of facility | <0.01 | ||||||
| ACH | 3096 | 37.7 | 1377 | 33.9 | 1719 | 41.4 | |
| LTCF | 1379 | 16.8 | 910 | 22.4 | 469 | 11.3 | |
| Private residences for elderly | 616 | 7.5 | 457 | 11.2 | 159 | 3.8 | |
| Other | 3129 | 38.1 | 1324 | 32.6 | 1805 | 42.5 | |
ACH, acute-care hospital; HCW, healthcare worker; LTCF, long-term health facility; NR, do not respond.
*P-value of chi-square test comparing COVID-19 and non-COVID-19 healthcare workers.
FIGURE 1.Level of psychological distress among SARS-CoV-2 infected healthcare workers as measured by the Kessler (K6) scale, stratified by sex, COVID-19 status, and occupation. Admin, administration and management staff; HCW, healthcare worker; Nursing, nurses and nursing assistants. Note: High psychological distress = score of 7 to 12 in the K6 scale; very high psychological distress = score 13 to 24 in the K6 scale.
FIGURE 2.Monthly prevalence of work-related high psychological distress (K6 ≥ 7) among SARS-CoV-2 infected and non-infected healthcare workers by month of survey complexion, and weekly number of COVID-19 cases in Québec province.
Prevalence Ratios of High (K6 Score ≥ 7) or Very High (K6 Score ≥ 13) Work-Related Psychological Distress According to Each Psychosocial Risk, Globally, and Stratified by Sex (One Model for Each Risk) and COVID-19 Status
| PR of High Work-Related Psychological Distress | Global ( | Men (n = 1375) | Women (n = 6845) | Cases (n = 4068) | Controls (n = 4152) | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| Psychosocial Risks | PR | 95% CI | PRy | 95% CI | PRy | 95% CI | PRz | 95% CI | PRz | 95% CI |
| High psychological demands (ref = low or moderate) | 2.1 | 2.0 – 2.2 | 2.6 | 2.2 – 3.0 | 2.0 | 1.9 – 2.1 | 2.2 | 2.0 – 2.4 | 2.0 | 1.9 – 2.1 |
| Low or moderate decision authority (ref = high) | 1.4 | 1.3 – 1.5 | 1.4 | 1.2 – 1.6 | 1.4 | 1.3 – 1.5 | 1.4 | 1.2 – 1.5 | 1.4 | 1.3 – 1.5 |
| Low reward (ref = moderate or high) | 1.8 | 1.7 – 1.9 | 1.9 | 1.6 – 2.2 | 1.8 | 1.7 – 1.9 | 1.9 | 1.7 – 2.0 | 1.7 | 1.6 – 1.8 |
| Low or moderate coworker support (ref = high) | 1.5 | 1.5 – 1.6 | 1.8 | 1.5 – 2.1 | 1.5 | 1.4 – 1.6 | 1.6 | 1.4 – 1.7 | 1.5 | 1.4 – 1.6 |
| Low or moderate superior support (ref = high) | 1.7 | 1.6 – 1.7 | 1.8 | 1.6 – 2.1 | 1.6 | 1.6 – 1.7 | 1.7 | 1.6 – 1.9 | 1.6 | 1.5 – 1.7 |
| Difficult work-life balance (ref = easy) | 2.2 | 2.1 – 2.3 | 2.3 | 2.0 – 2.7 | 2.2 | 2.0 – 2.3 | 2.2 | 2.1 – 2.4 | 2.1 | 2.0 – 2.3 |
| Not always the means to do quality work (ref = always) | 2.5 | 2.3 – 2.8 | 2.3 | 1.8 – 3.0 | 2.5 | 2.3 – 2.8 | 2.8 | 2.4 – 3.2 | 2.2 | 2.0 – 2.6 |
| Work against their professional conscience (ref = never) | 2.2 | 2.1 – 2.4 | 2.5 | 2.1 – 2.9 | 2.2 | 2.0 – 2.3 | 2.6 | 2.3 – 2.9 | 2.0 | 1.8 – 2.1 |
| PR of Very High Work-Related Psychological Distress | ||||||||||
| Psychosocial Risk | PR | 95% CI | PRy | 95% CI | PRy | 95% CI | PRz | 95% CI | PRz | 95% CI |
| High psychological demands (ref = low or moderate) | 3.6 | 3.1 – 4.1 | 4.3 | 2.8 – 6.5 | 3.5 | 3.0 – 4.0 | 3.4 | 2.7 – 4.2 | 3.7 | 3.1 – 4.4 |
| Low or moderate decision authority (ref = high) | 2.1 | 1.8 – 2.4 | 1.7 | 1.1 – 2.4 | 2.2 | 1.9 – 2.5 | 1.9 | 1.5 – 2.3 | 2.3 | 1.9 – 2.7 |
| Low reward (ref = moderate or high) | 3.2 | 2.8 – 3.7 | 3.9 | 2.6 – 5.8 | 3.2 | 2.8 – 3.6 | 3.4 | 2.8 – 4.2 | 3.1 | 1.6 – 3.3 |
| Low or moderate coworker support (ref = high) | 2.6 | 2.3 – 3.0 | 3.2 | 2.2 – 4.7 | 2.6 | 2.3 – 2.9 | 2.7 | 2.2 – 3.3 | 2.6 | 2.2 – 3.0 |
| Low or moderate superior support (ref = high) | 2.8 | 2.5 – 3.1 | 3.0 | 2.1 – 4.4 | 2.8 | 2.4 – 3.1 | 2.9 | 2.4 – 3.6 | 2.7 | 2.3 – 3.1 |
| Difficult work-life balance (ref = easy) | 4.3 | 3.7 – 4.9 | 5.4 | 3.6 – 8.0 | 4.1 | 3.6 – 4.7 | 4.6 | 3.8 – 5.6 | 4.0 | 3.4 – 4.7 |
| Not always the means to do quality work (ref = always) | 2.5 | 2.0 – 3.1 | 2.8 | 1.6 – 5.0 | 2.4 | 1.9 – 3.1 | 2.8 | 2.0 – 3.8 | 2.2 | 1.7 – 3.0 |
| Work against their professional conscience (ref = never) | 3.0 | 2.6 – 3.5 | 2.8 | 1.8 – 4.4 | 3.0 | 2.6 – 3.6 | 3.4 | 2.6 – 4.3 | 2.8 | 2.3 – 3.4 |
CI, confidence interval; PR, prevalence ratio; ref, reference category.
*A robust Poisson model for each psychosocial risk adjusted for sex, age (18 to 44, 45 to 59, ≥60 years), race/ethnicity (White, Black, other), type of occupation (nursing, healthcare support worker, physician, administration and management staff, other), and COVID-19 status.
†A robust Poisson model for each psychosocial risk adjusted for same variables than model “a” except sex.
‡A robust Poisson model for each psychosocial risk adjusted for same variables than model “a” except COVID-19 status.
Prevalence Ratios of High (K6 Score ≥ 7) or Very High (K6 ≥ 13) Work-Related Psychological Distress Adjusted for All Psychosocial Risks and COVID-19 Status, Globally, and Stratified by Sex
| PR of High Work-Related Psychological Distress | Global ( | Men ( | Women ( | |||
|---|---|---|---|---|---|---|
| Psychosocial Risk | PR* | 95% CI | PR† | 95% CI | PR† | 95% CI |
| High psychological demands (ref = low or moderate) | 1.4 | 1.3 – 1.4 | 1.7 | 1.4 – 2.0 | 1.3 | 1.2 – 1.4 |
| Low or moderate decision authority (ref = high) | 1.0 | 1.0 – 1.1 | 1.0 | 0.8 – 1.1 | 1.0 | 1.0 – 1.1 |
| Low reward (ref = moderate or high) | 1.2 | 1.1 – 1.3 | 1.1 | 0.9 – 1.3 | 1.2 | 1.1 – 1.3 |
| Low or moderate coworker support (ref = high) | 1.1 | 1.1 – 1.2 | 1.2 | 1.1 – 1.4 | 1.1 | 1.0 – 1.2 |
| Low or moderate superior support (ref = high) | 1.1 | 1.1 – 1.2 | 1.2 | 1.1 – 1.4 | 1.1 | 1.1 – 1.2 |
| Difficult work-life balance (ref = easy) | 1.6 | 1.5 – 1.7 | 1.7 | 1.5 – 2.0 | 1.6 | 1.5 – 1.7 |
| Not the means to do quality work (ref = always the means) | 1.6 | 1.5 – 1.8 | 1.4 | 1.1 – 1.8 | 1.7 | 1.5 – 1.9 |
| Work against their professional conscience (ref = never) | 1.5 | 1.4 – 1.6 | 1.7 | 1.4 – 2.0 | 1.5 | 1.4 – 1.6 |
| COVID-19 status (ref = non-COVID-19) | 0.9 | 0.8 – 0.9 | 0.9 | 0.8 – 1.0 | 0.9 | 0.8 – 0.9 |
| PR of Very High Work-Related Psychological Distress | ||||||
| Psychosocial Risk | PR | 95% CI | PR† | 95% CI | PR† | 95% CI |
| High psychological demands (ref = low or moderate) | 1.7 | 1.5 – 2.0 | 1.9 | 1.2 – 3.1 | 1.7 | 1.4 – 2.0 |
| Low or moderate decision authority (ref = high) | 1.2 | 1.1 – 1.4 | 0.9 | 0.7 – 1.3 | 1.3 | 1.1 – 1.5 |
| Low reward (ref = moderate or high) | 1.6 | 1.4 – 1.8 | 1.7 | 1.0 – 2.6 | 1.6 | 1.3 – 1.8 |
| Low or moderate coworker support (ref = high) | 1.5 | 1.3 – 1.7 | 1.7 | 1.1 – 2.5 | 1.4 | 1.3 – 1.7 |
| Low or moderate superior support (ref = high) | 1.4 | 1.2 – 1.6 | 1.6 | 1.1 – 2.4 | 1.4 | 1.2 – 1.6 |
| Difficult work-life balance (ref = easy) | 2.7 | 2.3 – 3.0 | 3.5 | 2.3 – 5.2 | 2.6 | 2.2 – 3.0 |
| Not the means to do quality work (ref = always the means) | 1.1 | 0.9 – 1.4 | 1.1 | 0.6 – 2.0 | 1.1 | 0.9 – 1.4 |
| Work against their professional conscience (ref = never) | 1.6 | 1.4 – 1.9 | 1.4 | 0.9 – 2.1 | 1.6 | 1.4 – 1.9 |
| COVID-19 status (ref = non-COVID-19) | 0.8 | 0.7 – 0.9 | 0.9 | 0.6 – 1.3 | 0.7 | 0.7 – 0.8 |
CI, confidence interval; PR, prevalence ratio; ref, reference category.
*A robust Poisson model including all psychosocial risks and COVID-19 status and adjusted for sex, age (18 to 44, 45 to 59, more than or equal to 60 years), race/ethnicity (White, Black, other), and type of occupation (nursing, healthcare support worker, physician, administration and management staff, other).
†A robust Poisson model including all psychosocial risks and COVID-19 status and adjusted for same variables than model “a” except sex.
Prevalence Ratios of High (K6 ≥ 7) or Very High (K6 Score ≥ 13) Work-Related Psychological Distress According to the Global Level of Job Psychosocial Risk (Number of Risks)
| High Work-Related Psychological Distress | Very High Work-Related Psychological Distress | |||||
|---|---|---|---|---|---|---|
| Number of Psychosocial Risks (Karasek/Siegrist) to Which the Worker Is Exposed* |
| Prevalence | PR†,‡ | 95% CI | PR†,‡ | 95% CI |
| None | 1073 | 13.1% | Reference | Reference | ||
| One | 2091 | 25.4% | 1.6 | 1.4 – 1.9 | 3.1 | 1.8 – 5.3 |
| Two | 2211 | 26.9% | 2.3 | 2.0 – 2.7 | 6.7 | 3.9 – 11.2 |
| Three | 1540 | 18.7% | 3.2 | 2.7 – 3.6 | 10.2 | 6.1 – 17.2 |
| Four | 927 | 11.3% | 3.9 | 3.4 – 4.5 | 18.0 | 10.7 – 30.4 |
| Five | 378 | 4.6% | 4.4 | 3.8 – 5.1 | 28.2 | 16.7 – 47.6 |
CI, confidence interval; PR, prevalence ratio.
*Psychosocial risks considered are those from Karasek and Siegrist models: high psychological demands, low or moderate decision authority, low reward, low or moderate coworker support, and low or moderate supervisor support.
†A robust Poisson model including dummy variables for the number of psychological risks and adjusted for sex, age (18 to 44, 45 to 59, more than or equal to 60 years), race/ethnicity (White, Black, other), type of occupation (nursing, healthcare support worker, physician, administration and management staff, other), and COVID-19 status.
‡Linear trend test for exposure to an increasing number of psychosocial risks (P < 0.01).