| Literature DB >> 35270333 |
Ahmed Yassin1, Abdel-Hameed Al-Mistarehi2, Khalid El-Salem1, Reema A Karasneh3, Sayer Al-Azzam4, Aref A Qarqash5, Aws G Khasawneh6, Anas M Zein Alaabdin2, Ola Soudah3.
Abstract
This study investigates the changes in prevalence estimates, severity, and risk factors of anxiety among healthcare workers (HCWs) over the first year of the COVID-19 pandemic. A survey was distributed among HCWs using snowball sampling, collecting their socio-demographics, occupation, and anxiety symptoms as measured by the Generalized Anxiety Disorder-7 (GAD-7) scale. It was distributed one month after the pandemic's onset in Jordan between 15 and 30 April 2020 (onset group) and after one year between 15 and 30 March 2021 (one-year group). A total of 422 HCWs were included (211 in each group). The one-year group reported a higher risk of GAD (30.8% vs. 16.6%; p = 0.001), a higher mean (SD) GAD-7 score (7.94 (5.29) vs. 6.15 (4.15); p < 0.001), and more severe symptoms (p = 0.003). Univariate analyses showed that participants who were younger, women, unmarried, had lower monthly incomes, underwent testing for COVID-19, had higher contact with COVID-19 patients, did not receive special education, and were unsatisfied with the institutional COVID-19 preparedness scored higher on the GAD-7 scale and had more severe symptoms than their counterparts in both groups. Unlike the onset group, occupation as a physician, COVID-19 infection history, and perception of remarkable changes in work were associated with higher anxiety scores and severity among the one-year group. The COVID-19 vaccine was a relative protective action. Logistic regression analyses showed that the female gender was a risk factor for developing GAD at the pandemic onset, while poor satisfaction with institutional preparedness was a significant GAD risk factor in the one-year group. Low monthly income and lack of special education were the shared risk factors for GAD in both groups. This study reveals a significant rise in anxiety among HCWs over a year of the COVID-19 pandemic and shows the vulnerable sub-groups who likely need psychological interventions.Entities:
Keywords: COVID-19; anxiety; health providers; healthcare workers; one-year; physicians
Mesh:
Substances:
Year: 2022 PMID: 35270333 PMCID: PMC8909996 DOI: 10.3390/ijerph19052615
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1Coronavirus Disease 2019 (COVID-19) daily and weekly new confirmed cases in Jordan over 2020–2021. The first case was confirmed on 2 March 2020; the first peak was around November 2020, and the second one was around April 2020. The figure was adapted from COVID-19 Dashboard by the Center for Systems Science and Engineering (CSSE) at Johns Hopkins University (JHU) [1,34].
Figure 2(A) Study participants flow chart post-month of COVID-19 pandemic onset. (B) Study participants flow chart after one year of COVID-19 pandemic.
Socio-demographic and occupational characteristics of the study participants in the total cohort and the onset and one-year subgroups.
| Characteristic | Total Cohort, | Onset Group, | One-Year Group, | |
|---|---|---|---|---|
|
| ||||
| 23–27 | 90 (21.3) | 47 (22.3) | 43 (20.4) |
|
| 28–31 | 107 (25.4) | 56 (26.5) | 51 (24.2) | |
| 32–39 | 118 (28.0) | 59 (28.0) | 59 (28.0) | |
| ≥40 | 107 (25.4) | 49 (23.2) | 58 (27.5) | |
|
| ||||
| Male | 301 (71.3) | 154 (73.0) | 147 (69.7) |
|
| Female | 121 (28.7) | 57 (27.0) | 64 (30.3) | |
|
| ||||
| Unmarried * | 168 (39.8) | 79 (37.4) | 89 (42.2) |
|
| Married | 254 (60.2) | 132 (62.6) | 122 (57.8) | |
|
| ||||
| No | 217 (51.4) | 125 (59.2) | 92 (43.6) |
|
| Yes | 205 (48.6) | 86 (40.8) | 119 (56.4) | |
|
| ||||
| Physician | 344 (81.5) | 164 (77.7) | 180 (85.3) |
|
| Others † | 78 (18.5) | 47 (22.3) | 31 (14.7) | |
|
| ||||
| <500 | 56 (13.3) | 25 (11.8) | 31 (14.7) |
|
| 500–1000 | 189 (44.8) | 107 (50.7) | 82 (38.9) | |
| 1000–2000 | 66 (15.6) | 33 (15.6) | 33 (15.6) | |
| >2000 | 111 (26.3) | 46 (21.8) | 65 (30.8) | |
|
| ||||
| Vaccinated against COVID-19 ¥ | - | - | 151 (71.6) |
|
| Tested for COVID-19 | 233 (55.2) | 49 (23.2) | 184 (87.2) |
|
| Hx of COVID-19 infection | 98 (23.2) | 1 (0.5) | 97 (46.0) |
|
| Hx of hospital admission due to COVID-19 infection (% out of infected persons) | 5 (5.1) | 0 (0.0) | 5 (5.2) |
|
| Direct contact with confirmed or suspected COVID-19 individuals or samples | 197 (46.7) | 52 (24.6) | 145 (68.7) |
|
| Perceived level of contact with COVID-19 patients and samples, Mean (SD) (score range; 1–5) | 3.09 (1.30) | 2.59 (1.19) | 3.59 (1.20) |
|
|
| ||||
| Zero | 227 (53.8) | 160 (75.8) | 67 (31.8) |
|
| 1–49 | 91 (21.6) | 31 (14.7) | 60 (28.4) | |
| 50–100 | 40 (9.5) | 9 (4.3) | 31 (14.7) | |
| >100 | 64 (15.2) | 11 (5.2) | 53 (25.1) | |
|
| ||||
| No | 293 (69.4) | 152 (72.0) | 141 (66.8) |
|
| Yes | 129 (30.6) | 59 (28.0) | 70 (33.2) | |
|
| ||||
| Very bad | 26 (6.2) | 9 (4.3) | 17 (8.1) |
|
| Bad | 63 (14.9) | 25 (11.8) | 38 (18.0) | |
| Fair | 98 (23.2) | 38 (18.0) | 60 (28.4) | |
| Good | 116 (27.5) | 65 (30.8) | 51 (24.2) | |
| Very good | 92 (21.8) | 57 (27.0) | 35 (16.6) | |
| Excellent | 27 (6.4) | 17 (8.1) | 10 (4.7) | |
|
| ||||
| No perceived changes | 27 (6.4) | 10 (4.7) | 17 (8.1) |
|
| A little | 31 (7.3) | 19 (9.0) | 12 (5.7) | |
| Some | 78 (18.5) | 39 (18.5) | 39 (18.5) | |
| Much | 165 (39.1) | 81 (38.4) | 84 (39.8) | |
| Very much | 121 (28.7) | 62 (29.4) | 59 (28.0) | |
The Chi-square test assessed the differences between onset and one-year samples for socio-demographic and occupational characteristics. The Student’s t-test was used to estimate the difference in means of perceived level of contact with COVID-19 patients between the two groups; ® Age was defined as a categorical variable with four groups, divided approximately at the interquartile ranges; * Unmarried category included single (never married), widowed, and divorced participants; † Others included nurses, pharmacists, and technicians; ¥ COVID-19 vaccine was not available at the onset of the COVID-19 pandemic.
Figure 3Prevalence trends of healthcare workers with possible Generalized Anxiety Disorder (GAD) diagnosis over one year of the COVID-19 pandemic (p = 0.001).
Scores and severity categories of anxiety in the total cohort and the subgroups.
| Characteristic | Total Cohort, | Onset Group, | One-Year Group, | |
|---|---|---|---|---|
|
| ||||
| Total score, Mean (SD) | 7.05 (4.83) | 6.15 (4.15) | 7.94 (5.29) |
|
|
| ||||
| Normal | 132 (31.3) | 74 (35.1) | 58 (27.5) |
|
| Mild | 190 (45.0) | 102 (48.3) | 88 (41.7) | |
| Moderate | 58 (13.7) | 24 (11.4) | 34 (16.1) | |
| Severe | 42 (10.0) | 11 (5.2) | 31 (14.7) | |
One-way ANOVA was used to estimate the difference in means of GAD-7 scores, while the chi-square test was conducted to assess the differences in anxiety severity categories; Abbreviations: GAD-7, 7-item Generalized Anxiety Disorder.
Differences in the scores and severity categories of anxiety among the onset group (n = 211).
| Characteristic |
| ||||||
|---|---|---|---|---|---|---|---|
| Total |
| ||||||
| Normal | Mild | Moderate | Severe | ||||
|
| |||||||
| 23–27 | 7.49 (4.51) |
| 13 (27.7) | 20 (42.6) | 9 (19.1) | 5 (10.6) |
|
| 28–31 | 6.09 (4.06) | 18 (32.1) | 30 (53.6) | 5 (8.9) | 3 (5.4) | ||
| 32–39 | 6.29 (4.25) | 22 (37.3) | 28 (47.5) | 6 (10.2) | 3 (5.1) | ||
| ≥40 | 4.78 (3.38) | 21 (42.9) | 24 (49.0) | 4 (8.2) | 0 (0.0) | ||
|
| |||||||
| Male | 5.44 (4.04) |
| 65 (42.2) | 72 (46.8) | 11 (7.1) | 6 (3.9) |
|
| Female | 8.07 (3.85) | 9 (15.8) | 30 (52.6) | 13 (22.8) | 5 (8.8) | ||
|
| |||||||
| Unmarried * | 7.19 (4.63) |
| 22 (27.8) | 38 (48.1) | 10 (12.7) | 9 (11.4) |
|
| Married | 5.53 (3.72) | 52 (39.4) | 64 (48.5) | 14 (10.6) | 2 (1.5) | ||
|
| |||||||
| No | 5.91 (4.18) |
| 46 (36.8) | 59 (47.2) | 13 (10.4) | 7 (5.6) |
|
| Yes | 6.50 (4.09) | 28 (32.6) | 43 (50.0) | 11 (12.8) | 4 (4.7) | ||
|
| |||||||
| Physician | 6.36 (4.20) |
| 51 (31.1) | 85 (51.8) | 18 (11.0) | 10 (6.1) |
|
| Others † | 5.43 (3.91) | 23 (48.9) | 17 (36.2) | 6 (12.8) | 1 (2.1) | ||
|
| |||||||
| <500 | 8.60 (4.74) |
| 4 (16.0) | 13 (52.0) | 4 (16.0) | 4 (16.0) |
|
| 500–1000 | 6.78 (4.16) | 32 (29.9) | 53 (49.5) | 15 (14.0) | 7 (6.5) | ||
| 1000–2000 | 4.21 (3.17) | 20 (60.6) | 11 (33.3) | 2 (6.1) | 0 (0.0) | ||
| >2000 | 4.76 (3.37) | 18 (39.1) | 25 (54.3) | 3 (6.5) | 0 (0.0) | ||
|
| |||||||
| COVID-19 tested | 7.63 (4.59) |
| 12 (24.5) | 22 (44.9) | 9 (18.4) | 6 (12.2) |
|
| Direct contact with COVID-19 patients and samples | 7.75 (4.89) |
| 11 (21.2) | 24 (46.2) | 10 (19.2) | 7 (13.5) |
|
| Perceived contact with COVID-19 patients and samples, Mean (SD) | 2.35 (1.22) | 2.60 (1.17) | 3.04 (1.08) | 3.09 (1.04) |
| ||
|
| |||||||
| Zero | 5.42 (3.61) |
| 63 (39.4) | 80 (50.0) | 15 (9.4) | 2 (1.3) |
|
| 1–49 | 7.61 (4.57) | 6 (19.4) | 16 (51.6) | 6 (19.4) | 3 (9.7) | ||
| 50–100 | 9.44 (3.81) | 1 (11.1) | 4 (44.4) | 3 (33.3) | 1 (11.1) | ||
| >100 | 10.00 (6.26) | 2 (18.2) | 1 (9.1) | 3 (27.3) | 5 (45.5) | ||
|
| |||||||
| No | 6.74 (4.18) |
| 44 (28.9) | 78 (51.3) | 20 (13.2) | 10 (6.6) |
|
| Yes | 4.63 (3.69) | 30 (50.8) | 24 (40.7) | 4 (6.8) | 1 (1.7) | ||
|
| |||||||
| Very bad | 9.78 (3.07) |
| 0 (0.0) | 3 (33.3) | 5 (55.6) | 1 (11.1) |
|
| Bad | 8.68 (5.51) | 7 (28.0) | 9 (36.0) | 4 (16.0) | 5 (20.0) | ||
| Fair | 6.82 (3.84) | 10 (26.3) | 22 (57.9) | 4 (10.5) | 2 (5.3) | ||
| Good | 5.69 (3.41) | 22 (33.8) | 37 (56.9) | 5 (7.7) | 1 (1.5) | ||
| Very good | 5.39 (3.64) | 24 (42.1) | 26 (45.6) | 6 (10.5) | 1 (1.8) | ||
| Excellent | 3.35 (4.34) | 11 (64.7) | 5 (29.4) | 0 (0.0) | 1 (5.9) | ||
|
| |||||||
| No changes | 5.80 (3.88) |
| 3 (30.0) | 6 (60.0) | 1 (10.0) | 0 (0.0) |
|
| A little | 5.89 (5.43) | 9 (47.4) | 8 (42.1) | 0 (0.0) | 2 (10.5) | ||
| Some | 4.85 (3.54) | 19 (48.7) | 17 (43.6) | 2 (5.1) | 1 (2.6) | ||
| Much | 6.22 (3.81) | 25 (30.9) | 43 (53.1) | 9 (11.1) | 4 (4.9) | ||
| Very much | 7.02 (4.42) | 18 (29.0) | 28 (45.2) | 12 (19.4) | 4 (6.5) | ||
Student’s t-test or one-way ANOVA was conducted to investigate the differences in the GAD-7 scale scores with socio-demographic and occupational characteristics. In contrast, the differences in the severity categories of anxiety were assessed using a chi-square test; * Unmarried category included single, widowed, and divorced participants; † Others included nurses, pharmacists, and technicians.
Differences in the GAD-7 scores and anxiety severity categories among the one-year group (n = 211).
| Characteristic | |||||||
|---|---|---|---|---|---|---|---|
| Total Score, Mean (SD) | |||||||
| Normal | Mild | Moderate | Severe | ||||
|
| |||||||
| 23–27 | 9.65 (5.23) |
| 8 (18.6) | 15 (34.9) | 8 (18.6) | 12 (27.9) |
|
| 28–31 | 8.96 (5.38) | 10 (19.6) | 22 (43.1) | 10 (19.6) | 9 (17.6) | ||
| 32–39 | 8.17 (5.09) | 15 (25.4) | 26 (44.1) | 11 (18.6) | 7 (11.9) | ||
| ≥40 | 5.53 (4.71) | 25 (43.1) | 25 (43.1) | 5 (8.6) | 3 (5.2) | ||
|
| |||||||
| Male | 7.02 (5.12) |
| 52 (35.4) | 60 (40.8) | 20 (13.6) | 15 (10.2) |
|
| Female | 10.05 (5.11) | 6 (9.4) | 28 (43.8) | 14 (21.9) | 16 (25.0) | ||
|
| |||||||
| Unmarried * | 9.24 (5.07) |
| 15 (16.9) | 36 (40.4) | 21 (23.6) | 17 (19.1) |
|
| Married | 6.99 (5.27) | 43 (35.2) | 52 (42.6) | 13 (10.7) | 14 (11.5) | ||
|
| |||||||
| No | 8.23 (5.31) |
| 25 (27.2) | 37 (40.2) | 14 (15.2) | 16 (17.4) |
|
| Yes | 7.71 (5.29) | 33 (27.7) | 51 (42.9) | 20 (16.8) | 15 (12.6) | ||
|
| |||||||
| Physician | 8.37 (5.43) |
| 44 (24.4) | 75 (41.7) | 31 (17.2) | 30 (16.7) |
|
| Others † | 5.45 (3.54) | 14 (45.2) | 13 (41.9) | 3 (9.7) | 1 (3.2) | ||
|
| |||||||
| <500 | 12.77 (5.08) |
| 2 (6.5) | 5 (16.1) | 12 (38.7) | 12 (38.7) |
|
| 500–1000 | 8.54 (5.03) | 16 (19.5) | 39 (47.6) | 13 (15.9) | 14 (17.1) | ||
| 1000–2000 | 7.18 (5.13) | 10 (30.3) | 16 (48.5) | 4 (12.1) | 3 (9.1) | ||
| >2000 | 5.26 (3.91) | 30 (46.2) | 28 (43.1) | 5 (7.7) | 2 (3.1) | ||
|
| |||||||
| Vaccinated | 7.75 (5.32) |
| 36 (23.8) | 69 (45.7) | 24 (15.9) | 22 (14.6) |
|
| COVID-19 tested | 8.31 (5.24) |
| 42 (22.8) | 81 (44.0) | 32 (17.4) | 29 (15.8) |
|
| COVID-19 infected | 8.82 (5.65) |
| 24 (24.7) | 33 (34.0) | 21 (21.6) | 19 (19.6) |
|
| Direct contact with COVID-19 patients and samples | 8.83 (5.47) |
| 32 (22.1) | 59 (40.7) | 25 (17.2) | 29 (20.0) |
|
| Perceived contact with COVID-19 patients and samples, Mean (SD) | 3.07 (1.29) | 3.53 (1.16) | 4.06 (1.01) | 4.19 (0.87) |
| ||
|
| |||||||
| Zero | 6.21 (4.57) |
| 26 (38.8) | 27 (40.3) | 12 (17.9) | 2 (3.0) |
|
| 1–49 | 7.32 (4.72) | 13 (21.7) | 36 (60.0) | 4 (6.7) | 7 (11.7) | ||
| 50–100 | 9.16 (5.48) | 8 (25.8) | 9 (29.0) | 9 (29.0) | 5 (16.1) | ||
| >100 | 10.11 (5.83) | 11 (20.8) | 16 (30.2) | 9 (17.0) | 17 (32.1) | ||
|
| |||||||
| No | 9.10 (5.49) |
| 29 (20.6) | 55 (39.0) | 31 (22.0) | 26 (18.4) |
|
| Yes | 5.60 (3.97) | 29 (41.4) | 33 (47.1) | 3 (4.3) | 5 (7.1) | ||
|
| |||||||
| Very bad | 14.29 (4.78) |
| 0 (0.0) | 4 (23.5) | 3 (17.6) | 10 (58.8) |
|
| Bad | 9.39 (5.68) | 8 (21.1) | 13 (34.2) | 9 (23.7) | 8 (21.1) | ||
| Fair | 7.58 (4.20) | 13 (21.7) | 31 (51.7) | 12 (20.0) | 4 (6.7) | ||
| Good | 6.78 (4.80) | 17 (33.3) | 23 (45.1) | 8 (15.7) | 3 (5.9) | ||
| Very good | 6.14 (5.25) | 14 (40.0) | 15 (42.9) | 1 (2.9) | 5 (14.3) | ||
| Excellent | 5.90 (4.68) | 6 (60.0) | 2 (20.0) | 1 (10.0) | 1 (10.0) | ||
|
| |||||||
| No changes | 5.65 (3.45) |
| 9 (52.9) | 5 (29.4) | 3 (17.6) | 0 (0.0) |
|
| A little | 6.33 (4.89) | 3 (25.0) | 8 (66.7) | 0 (0.0) | 1 (8.3) | ||
| Some | 6.23 (4.77) | 15 (38.5) | 19 (48.7) | 1 (2.6) | 4 (10.3) | ||
| Much | 7.71 (4.75) | 20 (23.8) | 37 (44.0) | 20 (23.8) | 7 (8.3) | ||
| Very much | 10.37 (6.02) | 11 (18.6) | 19 (32.2) | 10 (16.9) | 19 (32.2) | ||
Student’s t-test or one-way ANOVA was conducted to investigate the differences in the GAD-7 scale scores with socio-demographic and occupational characteristics. In contrast, the differences in the severity categories of anxiety were assessed using a chi-square test. * Unmarried category included single, widowed, and divorced participants. † Others included nurses, pharmacists, and technicians.
Figure 4Differences of Generalized Anxiety Disorder-7 (GAD-7) mean scores by participants’ characteristics between the onset and one-year groups.
Risk factors for probable Generalized Anxiety Disorder (GAD) diagnosis among healthcare workers identified by binary logistic regression analyses *.
| Variable | No. of Disease Cases/ | Adjusted OR | 95% CI | |
|---|---|---|---|---|
|
| ||||
|
| ||||
| Male | 17/154 (11.0) | REF | REF |
|
| Female | 18/57 (31.6) | 3.224 | 1.440–7.218 |
|
|
| – | 0.690 | −0.094–−1.335 |
|
|
| ||||
| Yes | 15/49 (30.6) | 2.196 | 0.855–5.637 |
|
| No | 20/162 (12.3) | REF | REF |
|
|
| ||||
| Yes | 17/52 (32.7) | 2.292 | 0.909–5.777 |
|
| No | 18/159 (11.3) | REF | REF |
|
|
| ||||
| Yes | 5/59 (8.5) | REF | REF |
|
| No | 30/152 (19.7) | 3.245 | 1.123–9.378 |
|
|
| ||||
| Very bad | 6/9 (66.7) | 7.075 | 0.477–104.834 |
|
| Bad | 9/25 (36.0) | 2.861 | 0.266–30.800 |
|
| Fair | 6/38 (15.8) | 1.247 | 0.121–12.828 |
|
| Good | 6/65 (9.2) | 0.660 | 0.064–6.829 |
|
| Very good | 7/57 (12.3) | 1.477 | 0.160–13.661 |
|
| Excellent | 1/17 (5.9) | REF | REF |
|
|
| ||||
|
| ||||
| Male | 35/147 (23.8) | REF | REF |
|
| Female | 30/64 (46.9) | 1.888 | 0.847–4.206 |
|
|
| ||||
| Physician | 61/180 (33.9) | 3.214 | 0.868–11.899 |
|
| Others | 4/31 (12.9) | REF | REF |
|
|
| ||||
| <500 | 24/31 (77.4) | 12.945 | 3.537–47.380 |
|
| 500–1000 | 27/82 (32.9) | 3.273 | 1.197–8.949 |
|
| 1000–2000 | 7/33 (21.2) | 1.611 | 0.452–5.738 |
|
| >2000 | 7/65 (10.8) | REF | REF |
|
|
| ||||
| Yes | 40/97 (41.2) | 1.707 | 0.790–3.688 |
|
| No | 25/114 (21.9) | REF | REF |
|
|
| ||||
| Yes | 54/145 (37.2) | 2.238 | 0.944–5.302 |
|
| No | 11/66 (16.7) | REF | REF |
|
|
| ||||
| Yes | 8/70 (11.4) | REF | REF |
|
| No | 57/141 (40.4) | 6.052 | 2.394–15.296 |
|
|
| ||||
| Very bad | 13/17 (76.5) | 8.716 | 1.215–62.523 |
|
| Bad | 17/38 (44.7) | 2.694 | 0.483–15.024 |
|
| Fair | 16/60 (26.7) | 1.204 | 0.221–6.563 |
|
| Good | 11/51 (21.6) | 0.912 | 0.161–5.169 |
|
| Very good | 6/35 (17.1) | 1.028 | 0.166–6.379 |
|
| Excellent | 2/10 (20.0) | REF | REF |
|
* Socio-demographic characteristics (including age, gender, marriage status, living with elderly, occupation, and monthly income), COVID-19 characteristics (including previous COVID-19 testing and direct contact with COVID-19 patients or samples), receiving an exceptional education to deal with COVID-19 patients, participants’ evaluations of institution preparedness, and perceived changes in work schedule and intensity due to COVID-19 pandemic were included as independent explanatory variables in the backward stepwise binary logistic regression model; Vaccination status and previous COVID-19 infection were included as independent explanatory variables for GAD risk factors in the one-year group analysis, while these were not included in the onset group analysis.