Introduction
Methods and materials
Study design and setting
Ethical considerations
Sample selection
COVID-19 stigma scale development
Measurement of demographics, stigma and correlates
Data collection
Statistical analysis
Questionnaire reliability
Questionnaire validity
Exploratory Factor Analysis of the 14-Item stigma (n = 350) | ||||
---|---|---|---|---|
Item | Factor Loadings* | Communality | ||
Factor 1 | Factor 2 | value | ||
Q1 | [You were subject to verbal abuse] | .903 | -.316 | .532 |
Q2 | [Your personal freedom was restricted] | .714 | -.078 | .441 |
Q3 | [People were curious to know about your patients’ COVID19 test results] | .694 | -.103 | .396 |
Q4 | [You were blamed for the nature of your work and spreading the infection] | .716 | .049 | .563 |
Q5 | [People seemed uncomfortable dealing with you] | .577 | .276 | .622 |
Q6 | [You felt unwanted] | .550 | .320 | .642 |
Q7 | [You worried about being stereotyped] | .512 | .294 | .550 |
Q8 | [You have been stared or pointed at in your community] | .459 | .309 | .497 |
Q9 | [You felt that others were scared from you] | .627 | .207 | .609 |
Q10 | [You feared being negatively judged by others] | .445 | .365 | .549 |
Q11 | [Your family or friends preferred not to keep their kids around you] | -.075 | .877 | .687 |
Q12 | [People avoided eating or drinking with you] | -.104 | .918 | .726 |
Q13 | [People kept a very large distance when interacting with you] | -.096 | .880 | .671 |
Q14 | [People avoided any physical interaction with you] | -.052 | .848 | .662 |
Percentage of the variance | 49.649 | 8.553 | Total variance | |
58.203 |
The Composite Reliability (CR) and Average Variance Extracted (AVE), and Discriminant Validity In- dex Summary for all Constructs | ||||
---|---|---|---|---|
CR > 0.70 | AVE > 0.50 | Feeling of Shyness and Inferiority Subscale | Avoidance Subscale | |
Feeling of Shyness and Inferiority Subscale | 0.86 | 0.503 | 0.71 | |
Avoidance Subscale | 0.84 | 0.593 | 0.659 | 0.77 |
Results
Characteristics of study participants
Variable (N = 700) | Categories | N | % |
---|---|---|---|
Age | 18–29 | 556 | 79.4 |
30–49 | 114 | 16.3 | |
≥ 50 | 30 | 4.3 | |
Gender | Female | 431 | 61.6 |
Male | 269 | 38.4 | |
Place of residence | Damascus | 474 | 67.7 |
Rif Dimashq | 123 | 17.6 | |
Other | 103 | 14.7 | |
living condition | Flat (rent) | 399 | 57.0 |
University housing | 144 | 20.6 | |
Family House | 157 | 22.4 | |
Including yourself, how many people live in your household? | Alone | 283 | 40.4 |
1, 2 | 155 | 22.1 | |
3, 4 | 220 | 31.4 | |
≥ 5 | 42 | 6.0 | |
Financial status | Low | 326 | 46.6 |
Medium | 32 | 4.6 | |
Good | 270 | 38.6 | |
Excellent | 72 | 10.3 | |
Educational level | Diploma | 417 | 59.6 |
University degree | 148 | 21.1 | |
Master’s degree | 112 | 16.0 | |
Doctorate | 23 | 3.3 | |
Medical Specialty | Dentistry | 16 | 2.3 |
General surgery | 38 | 5.4 | |
Internal medicine | 313 | 44.7 | |
Nursing | 144 | 20.6 | |
Obstetrics and gynecology | 24 | 3.4 | |
Pediatric | 14 | 2.0 | |
Pharmacy | 40 | 5.7 | |
Special Medicine | 58 | 8.3 | |
Special surgery | 53 | 7.6 | |
How extensive was your contact with people infected with COVID-19? | No contact at all | 22 | 3.1 |
Occasional, for a few minutes | 273 | 53.3 | |
Daily, close contact with PPE | 303 | 43.3 |
Responses of healthcare workers to stigma question
Survey Items | Factor loading (> 0.5) | Corrected item-total correlation (> 0.3) | Mean ± Standard Deviation |
---|---|---|---|
1) You were subject to verbal abuse | 0.558 | 0.479 | 2.04 ± 0.99 |
2) Your personal freedom was restricted | 0.522 | 0.509 | 1.88 ± 1.06 |
3) People were curious to know about your patients’ COVID19 tests | 0.578 | 0.416 | 2.79 ± 1.39 |
4) You were blamed for the nature of your work and spreading the infection | 0.610 | 0.660 | 2.30 ± 1.15 |
5) People seemed uncomfortable dealing with you | 0.626 | 0.694 | 2.11 ± 1.00 |
6) You felt unwanted | 0.630 | 0.717 | 1.75 ± 0.93 |
7) You worried about being stereotyped | 0.628 | 0.705 | 1.84 ± 1.00 |
8) You have been stared or pointed at by people in your community | 0.600 | 0.600 | 2.20 ± 1.11 |
9) You felt that others were scared from you | 0.706 | 0.691 | 2.31 ± 1.09 |
10) You feared being negatively judged by others | 0.576 | 0.637 | 1.95 ± 1.07 |
11) Your family or friends preferred not to keep their kids around you | 0.737 | 0.632 | 1.77 ± 1.05 |
12) People avoided eating or drinking with you | 0.790 | 0.664 | 1.60 ± 0.89 |
13) People kept a very large distance when interacting with you | 0.642 | 0.602 | 2.11 ± 1.10 |
14) People avoided touching you | 0.700 | 0.635 | 2.04 ± 1.09 |
Internal consistency reliability of COVID19 stigma scale
Validity of COVID19 stigma scale
Pearson’s correlations between the responses to each subscale and the overall scale | |||
---|---|---|---|
Construct | Harmfulness and Inferiority Subscale | Avoidance Subscale | COVISS (All Subscales) |
Feeling of Shyness and Inferiority Subscale | 1 | ||
Avoidance Subscale | .651** | 1 | |
COVISS (All Subscales) | .949** | .858** | 1 |
The final CFA model
Model Fit Statistics for COVISS-HCWs, (n = 350) | ||||
---|---|---|---|---|
Model (# of Items) | CFI (> 0.9) | TLI (> 0.9) | RMSEA (< 0.1) | SRMR (< 0.1) |
Final Model (11) | 0.971 | 0.961 | 0.062 | 0.038 |
Model #1 (14) | 0.948 | 0.937 | 0.065 | 0.0456 |
The final 11-item Stigma (n = 350) | Scoring structure | Mean ± SD; median (range) | Standardized factor loadings (95% CI) | P-value | R^2 | ||
---|---|---|---|---|---|---|---|
Item | Factor 1 | Factor 2 | |||||
Cronbach's Alpha = 0.87 | |||||||
Item 1 | [You were blamed for the nature of your work and spreading the infection] | 1–2-3–4-5 | 2.30 ± 1.15; 2 (4) | 0.673 (0.607—0.743) | - | 0.005 | 0.453 |
Item 2 | People seemed uncomfortable dealing with you | 1–2-3–4-5 | 2.11 ± 1; 2 (4) | 0.78 (0.709—0.837) | - | 0.012 | 0.608 |
Item 3 | [You felt unwanted] | 1–2-3–4-5 | 1.75 ± 0.93; 1 (4) | 0.81 (0.739—0.864) | - | 0.013 | 0.656 |
Item 4 | [You worried about being stereotyped] | 1–2-3–4-5 | 1.84 ± 1; 2 (4) | 0.766 (0.72—0.823) | - | 0.009 | 0.587 |
Item 5 | [You have been stared or pointed at in your community] | 1–2-3–4-5 | 2.20 ± 1.108; 2 (4) | 0.615 (0.513—0.688) | - | 0.009 | 0.378 |
Item 6 | [You felt that others were scared from you] | 1–2-3–4-5 | 2.31 ± 1.09; 2 (4) | 0.736 (0.687—0.788) | - | 0.004 | 0.541 |
Item 7 | [You feared being negatively judged by others] | 1–2-3–4-5 | 1.95 ± 1.07; 2 (4) | 0.543 (0.449—0.624) | - | 0.009 | 0.295 |
Cronbach's Alpha = 0.85 | |||||||
Item 8 | [Your family or friends preferred not to keep their kids around you] | 1–2-3–4-5 | 1.77 ± 1.05; 1 (4) | - | 0.831 (0.779—0.873) | 0.011 | 0.691 |
Item 9 | [People avoided eating or drinking with you] | 1–2-3–4-5 | 1.60 ± 0.89; 1 (4) | - | 0.835 (0.775—0.889) | 0.01 | 0.698 |
Item 10 | [People kept a very large distance when interacting with you] | 1–2-3–4-5 | 2.11 ± 1.098; 2 (4) | - | 0.673 (0.589—0.736) | 0.012 | 0.453 |
Item 11 | [People avoided any physical interaction with you] | 1–2-3–4-5 | 2.04 ± 1.094; 2 (4) | - | 0.729 (0.651—0.783) | 0.013 | 0.531 |
Frequency of stigmatization among healthcare workers
As a health care worker fighting against COVID-19 disease, have you ever experienced any of the following situations? | Answers, N (%) | ||
---|---|---|---|
No stigma | Neutral | Stigma | |
Q1. You were blamed for the nature of your work and spreading the infection | 426 (60.9%) | 157 (22.4%) | 117 (16.7%) |
Q2. People seemed uncomfortable dealing with you | 478 (68.3%) | 161 (23%) | 61 (8.7%) |
Q3. You felt unwanted | 571 (81.6%) | 92 (13.1%) | 37 (5.3%) |
Q4. You worried about being stereotyped | 534 (76.3%) | 116 (16.6%) | 50 (7.1%) |
Q5. You have been stared or pointed at by people in your community | 422 (60.3%) | 190 (27.1%) | 88 (12.6%) |
Q6. You felt that others were scared from you | 414 (59.1%) | 188 (26.9%) | 98 (14%) |
Q7. You feared being negatively judged by others | 506 (72.3%) | 130 (18.6%) | 64 (9.1%) |
Feeling of Shyness and Inferiority Subscale | 479 (68.43%) | 148 (21.14%) | 73 (10.43%) |
Q8 Your family or friends preferred not to keep their kids around you | 555 (79.3%) | 81 (11.6%) | 64 (9.1%) |
Q9 People avoided eating or drinking with you | 594 (84.9%) | 72 (10.3%) | 34 (4.9%) |
Q10 People kept a very large distance when interacting with you | 470 (67.1%) | 148 (21.1%) | 82 (11.7%) |
Q11 People avoided touching you | 488 (69.7%) | 131 (18.7%) | 81 (11.6%) |
Avoidance Subscale | 527 (75.3%) | 108 (15.4%) | 65 (9.3%) |
COVISS-HCWs | 503 (71.85%) | 128 (18.29%) | 69 (9.86%) |