| Literature DB >> 34190508 |
Maciej Debski1, Hesham K Abdelaziz, Jo Sanderson, Susan Wild, Omar Assaf, Andrew Wiper, Amjad Nabi, Amr Abdelrahman, Jonas Eichhofer, Geraldine Skailes, Jim Gardner, Kevin Moynes, Grahame Goode, Tayeem Pathan, Billal Patel, Somnath Kumar, Rebecca Taylor, Gavin Galasko, Ranjit More, Shajil Chalil, Tawfiq Choudhury.
Abstract
OBJECTIVE: To ascertain the level of psychological distress, using validated psychology tools, amongst British National Health Service workers (HCW) during the first wave of the Covid-19 crisis.Entities:
Year: 2021 PMID: 34190508 PMCID: PMC8327764 DOI: 10.1097/JOM.0000000000002279
Source DB: PubMed Journal: J Occup Environ Med ISSN: 1076-2752 Impact factor: 2.162
Baseline Characteristics
| Parameter | Total |
| Male gender | 192 (17.3) |
| Female | 915 (82.2) |
| Prefer not to say | 6 (0.5) |
| Age (yrs) | 48 (36–54) |
| Years in the NHS (yrs) | 15 (5–25) |
| Primary care | 105 (9.4) |
| Living alone/single | 267 (24.0) |
| Ethnicity—BAME | 99 (8.9) |
| Children at home | 591 (53.1) |
| Elderly dependent | 54 (4.9) |
| Disabled dependent | 70 (6.3) |
| Previous isolation | 320 (28.8) |
| Direct patient contact | 688 (61.8) |
Results are presented as n (%) or median (IQR).
FIGURE 1Boxplots of outcome scores according to the position. A: PHQ-9; B: PSS-10; C: GAD-7; D: IES-6. Kruskal–Wallis and Bonferroni corrected pairwise comparisons are reported. The thick line in the middle is the median. The top and bottom box lines show the first and third quartiles. The whiskers show the maximum and minimum values.
Risk Factors for Higher Category of Depression Identified by Ordinal Logistic Regression Analysis—PHQ9
| 95% Confidence Interval | ||||
| Parameter | Odds Ratio | Lower | Upper | |
| Position—ancillary | 1.045 | 0.615 | 1.775 | 0.870 |
| Position—AHP | 0.698 | 0.478 | 1.020 | 0.063 |
| Position—nurse | 0.939 | 0.627 | 1.406 | 0.759 |
| Position—doctor | 0.284 | 0.159 | 0.507 | <0.001 |
| Reference category—position admin/management | 1 | – | – | – |
| Living status—alone | 1.574 | 1.201 | 2.063 | 0.001 |
| Reference category—living status—partner | 1 | – | – | – |
| Children at home—yes | 0.786 | 0.625 | 0.990 | 0.041 |
| Reference category—children at home—no | 1 | – | – | – |
| Disabled—yes | 2.100 | 1.323 | 3.335 | 0.002 |
| Reference category—disabled—no | 1 | – | – | – |
| Pre-existing depression—yes | 2.911 | 2.257 | 3.754 | <0.001 |
| Reference category—pre-existing depression—no | 1 | – | – | – |
| Patient facing—yes | 1.595 | 1.149 | 2.215 | 0.005 |
| Years in NHS—1-yr increase | 0.987 | 0.974 | 0.999 | 0.044 |
The common odds were estimated in an ordinal logistic–regression model and indicate the increase in odds of moving from a lower category of PHQ-9 to a higher one relative to the reference category. N = 1077 cases used in estimation. NHS, National Health Service.
Risk Factors for Higher Category of Stress Identified by Ordinal Regression—PSS-10
| 95% Confidence Interval | ||||
| Parameter | Odds Ratio | Lower | Upper | |
| Position—ancillary | 1.005 | 0.848 | 1.190 | 0.957 |
| Position—AHP | 0.833 | 0.737 | 0.940 | 0.003 |
| Position—nurse | 0.877 | 0.770 | 0.999 | 0.048 |
| Position—doctor | 0.692 | 0.578 | 0.827 | <0.001 |
| Reference category—position admin/management | 1 | – | – | – |
| Ethnicity—other | 1.191 | 1.026 | 1.383 | 0.022 |
| Reference category—Ethnicity—white | 1 | – | – | – |
| Elderly at home—yes | 1.197 | 1.013 | 1.413 | 0.034 |
| Reference category—Elderly—no | 1 | – | – | – |
| Disabled—yes | 1.198 | 1.030 | 1.393 | 0.019 |
| Reference category—Disabled—no | 1 | – | – | – |
| Pre-existing depression—yes | 1.272 | 1.175 | 1.378 | <0.001 |
| Reference category—pre-existing depression—no | 1 | – | – | – |
| Patient facing—yes | 1.209 | 1.090 | 1.342 | <0.001 |
| Reference category—patient facing—no | 1 | – | – | – |
| Age—1-yr increase | 0.992 | 0.988 | 0.996 | <0.001 |
The common odds were estimated in an ordinal logistic–regression model and indicate the increase in odds of moving from a lower category of PSS-10 to a higher one relative to the reference category. N = 1077 cases used in estimation.
Risk Factors for GAD-7 Result More Than or Equal to 10 Identified by Multivariable Regression Analysis
| 95% Confidence Interval | ||||
| Parameter | Odds Ratio | Lower | Upper | |
| Position—ancillary | 1.018 | 0.528 | 1.963 | 0.958 |
| Position—AHP | 0.658 | 0.401 | 1.080 | 0.098 |
| Position—nurse | 0.725 | 0.430 | 1.224 | 0.229 |
| Position—doctor | 0.264 | 0.119 | 0.586 | 0.001 |
| Reference category—position admin/management | 1 | – | – | – |
| Living status—alone | 1.479 | 1.072 | 2.040 | 0.017 |
| Reference category—living status—partner | 1 | – | – | – |
| Disabled—yes | 1.820 | 1.044 | 3.170 | 0.035 |
| Reference category—disabled—no | 1 | – | – | – |
| Pre-existing depression—yes | 2.454 | 1.826 | 3.298 | <0.001 |
| Reference category—pre-existing depression—no | 1 | – | – | – |
| Patient facing—yes | 2.370 | 1.530 | 3.671 | <0.001 |
| Reference category—patient facing—no | 1 | – | – | – |
N = 1077 cases used in estimation; Chi-square 6.264, df = 8, P = 0.618; R-squared 0.129; correct predictions: 72.3%.
Risk Factors for Higher Result of IES-6 Identified by Linear Regression-IES-6
| 95% | |||||||
| Parameter | SE | Lower | Upper | β | |||
| Constant | 9.193 | 1.160 | 6.917 | 11.470 | 7.925 | <0.001 | |
| Position—ancillary | −0.607 | 0.811 | −2.198 | 0.984 | −0.024 | −0.749 | 0.454 |
| Position—AHP | −1.401 | 0.580 | −2.539 | −0.263 | −0.115 | −2.415 | 0.016 |
| Position—nurse | −0.901 | 0.621 | −2.120 | 0.318 | −0.068 | −1.450 | 0.147 |
| Position—doctor | −3.067 | 0.857 | −4.748 | −1.386 | −0.162 | −3.580 | 0.000 |
| Reference category—position admin/management | 0 | 0 | – | – | – | – | – |
| Pre-existing depression—yes | 2.302 | 0.381 | 1.554 | 3.050 | 0.185 | 6.041 | <0.001 |
| Reference category—pre-existing depression—no | 0 | 0 | – | – | – | – | – |
| Patient facing—yes | 1.706 | 0.497 | .0730 | 2.682 | 0.146 | 3.429 | 0.001 |
| Reference category—patient facing—no | 0 | 0 | – | – | – | – | – |
The B coefficients indicate how much a dependent variable (total IES 6) changes per each unit variation of the independent variable, taking into account the effect of the other independent variables in the model. For categorical variables, B coefficients represent the effect of moving from the reference category to another. N = 1077 cases used in estimation; F(16,1060) = 5.676; P < 0.001; R-squared 0.079.