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Variable |
Overall |
Africa |
Asia |
Australia |
Europe |
Middle East |
North America |
South America/Latin America |
p-value | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
No. | % | No. | % | No. | % | No. | % | No. | % | No. | % | No. | % | No. | % | |||
Age (yr) | ||||||||||||||||||
25–34 | 127 | 14.4 | 5 | 11.4 | 28 | 13.2 | 0 | 0.0 | 29 | 12.0 | 16 | 20.8 | 28 | 18.5 | 21 | 14.5 | 0.017* | |
35–44 | 338 | 38.4 | 21 | 47.7 | 66 | 31.0 | 1 | 12.5 | 97 | 40.1 | 25 | 32.5 | 63 | 41.7 | 65 | 44.8 | ||
45–54 | 241 | 27.4 | 11 | 25.0 | 73 | 34.3 | 3 | 37.5 | 66 | 27.3 | 22 | 28.6 | 32 | 21.2 | 34 | 23.5 | ||
55–64 | 149 | 16.9 | 5 | 11.4 | 44 | 20.7 | 4 | 50.0 | 42 | 17.4 | 14 | 18.2 | 20 | 13.3 | 20 | 13.8 | ||
65+ | 25 | 2.8 | 2 | 4.6 | 2 | 0.9 | 0 | 0.0 | 8 | 3.3 | 0 | 0.0 | 8 | 5.3 | 5 | 3.5 | ||
Sex | ||||||||||||||||||
Male | 812 | 93.8 | 42 | 100.0 | 203 | 95.8 | 8 | 100.0 | 213 | 91.0 | 74 | 96.1 | 140 | 94.0 | 132 | 91.7 | 0.144 | |
Female | 54 | 6.2 | 0.0 | 0.0 | 9 | 4.3 | 0 | 0.0 | 21 | 9.0 | 3 | 3.9 | 9 | 6.0 | 12 | 8.3 | ||
Specialty | ||||||||||||||||||
Orthopaedics | 625 | 71 | 35 | 79.6 | 178 | 83.6 | 5 | 62.5 | 151 | 62.4 | 54 | 71.1 | 115 | 75.7 | 87 | 60.0 | < 0.001* | |
Neurosurgery | 244 | 27.7 | 8 | 18.2 | 36 | 16.9 | 2 | 25.0 | 85 | 35.1 | 19 | 25.0 | 38 | 25.0 | 56 | 38.6 | ||
Trauma | 102 | 11.6 | 5 | 11.4 | 18 | 8.5 | 0 | 0.0 | 54 | 22.3 | 9 | 11.8 | 2 | 1.3 | 14 | 9.7 | ||
Other | 52 | 5.9 | 2 | 4.6 | 13 | 6.1 | 2 | 25.0 | 18 | 7.4 | 8 | 10.5 | 4 | 2.6 | 5 | 3.5 | ||
Practice type | ||||||||||||||||||
Academic/private combined | 198 | 22.5 | 13 | 29.6 | 29 | 13.6 | 4 | 50.0 | 47 | 19.4 | 28 | 36.4 | 23 | 15.1 | 54 | 37.2 | < 0.001* | |
Academic | 400 | 45.4 | 20 | 45.5 | 127 | 59.6 | 1 | 12.5 | 115 | 47.5 | 23 | 29.9 | 91 | 59.9 | 23 | 15.9 | ||
Private | 142 | 16.1 | 7 | 15.9 | 26 | 12.2 | 1 | 12.5 | 20 | 8.3 | 15 | 19.5 | 30 | 19.7 | 43 | 29.7 | ||
Public/local hospital | 137 | 15.6 | 4 | 9.1 | 30 | 14.1 | 2 | 25.0 | 59 | 24.4 | 11 | 14.3 | 7 | 4.6 | 24 | 16.6 | ||
Comorbidity | ||||||||||||||||||
Obesity | 102 | 15.6 | 7 | 24.1 | 23 | 15.5 | 0 | 0.0 | 26 | 13.9 | 16 | 31.4 | 8 | 6.3 | 22 | 20.8 | < 0.001* | |
Hypertension | 155 | 21.9 | 10 | 31.3 | 36 | 22.4 | 0 | 0.0 | 34 | 17.4 | 18 | 34.0 | 20 | 14.3 | 37 | 30.6 | 0.003* | |
Current tobacco use | 75 | 11.9 | 2 | 8.3 | 32 | 20.4 | 0 | 0.0 | 23 | 12.5 | 7 | 16.7 | 2 | 1.6 | 9 | 9.7 | < 0.001* | |
Respiratory illness | 35 | 6.0 | 3 | 12.0 | 5 | 3.9 | 1 | 14.3 | 9 | 5.3 | 2 | 5.4 | 6 | 4.8 | 9 | 9.7 | 0.390 | |
Renal disease | 5 | 0.9 | 1 | 4.4 | 2 | 1.6 | 0 | 0.0 | 1 | 0.6 | 0 | 0.0 | 1 | 0.8 | 0 | 0.0 | 0.541 | |
Cancer | 4 | 0.7 | 0 | 0.0 | 2 | 1.6 | 0 | 0.0 | 1 | 0.6 | 0 | 0.0 | 1 | 0.8 | 0 | 0.0 | 0.878 | |
Cardiac disease | 25 | 4.3 | 3 | 12.0 | 4 | 3.1 | 1 | 14.3 | 7 | 4.2 | 2 | 5.4 | 3 | 2.4 | 5 | 5.6 | 0.300 | |
Diabetes | 44 | 7.4 | 5 | 18.5 | 19 | 13.2 | 0 | 0.0 | 3 | 1.8 | 9 | 20.5 | 2 | 1.6 | 6 | 6.7 | < 0.001* | |
1 Comorbidity | 250 | 31.1 | 15 | 40.5 | 68 | 35.2 | 2 | 25.0 | 65 | 28.8 | 31 | 47.0 | 24 | 16.7 | 45 | 34.9 | < 0.001* | |
2 Comorbidities | 63 | 10.2 | 6 | 21.4 | 15 | 10.7 | 0 | 0.0 | 12 | 6.9 | 10 | 22.2 | 6 | 4.8 | 14 | 14.3 | 0.003* | |
3+ Comorbidities | 15 | 2.6 | 1 | 4.4 | 5 | 3.9 | 0 | 0.0 | 4 | 2.4 | 1 | 2.8 | 2 | 1.6 | 2 | 2.3 | 0.945 | |
No comorbidities | 553 | 62.8 | 22 | 50.0 | 125 | 58.7 | 6 | 75.0 | 161 | 66.5 | 35 | 45.5 | 120 | 79.0 | 84 | 57.9 | < 0.001* |
Variable |
Obesity |
Hypertension |
Current tobacco use |
Respiratory illness |
Renal disease |
Cancer |
Cardiac disease |
Diabetes |
1 Comorbidity |
2 Comorbidities |
3+ Comorbidities |
No comorbidities |
|||||||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | ||
COVID-19 diagnosis | |||||||||||||||||||||||||||||||||||||
Know someone diagnosed | 41 | 14.2 | 0.519 | 72 | 22.5 | 0.469 | 35 | 12.4 | 0.356 | 16 | 6.1 | 0.562 | 1 | 0.4 | 0.916 | 1 | 0.4 | 0.916 | 9 | 3.5 | 0.621 | 15 | 5.7 | 0.345 | 112 | 31.1 | 0.573 | 26 | 9.5 | 0.517 | 6 | 2.4 | 0.798 | 248 | 63.3 | 0.792 | |
Personally diagnosed | 3 | 37.5 | 0.079 | 1 | 16.7 | 0.781 | 1 | 16.7 | 0.665 | 0 | 0.0 | 0.592 | 0 | 0.0 | 0.892 | 0 | 0.0 | 0.892 | 1 | 16.7 | 0.116 | 0 | 0.0 | 0.547 | 3 | 37.5 | 0.647 | 0 | 0.0 | 0.448 | 1 | 16.7 | 0.020* | 5 | 55.6 | 0.608 | |
COVID-19 testing | |||||||||||||||||||||||||||||||||||||
Know how to get tested | 74 | 14.2 | 0.067 | 122 | 21.4 | 0.943 | 55 | 11.0 | 0.626 | 26 | 5.5 | 0.927 | 1 | 0.2 | 0.210 | 2 | 0.5 | 0.526 | 17 | 3.7 | 0.245 | 33 | 6.9 | 0.824 | 199 | 30.8 | 0.532 | 45 | 9.2 | 0.038* | 10 | 2.2 | 0.548 | 447 | 63.8 | 0.699 | |
Personally tested | 6 | 13.0 | 0.641 | 7 | 14.9 | 0.254 | 1 | 2.4 | 0.065 | 3 | 7.0 | 0.648 | 0 | 0.0 | 0.688 | 0 | 0.0 | 0.688 | 2 | 4.8 | 0.824 | 2 | 4.8 | 0.590 | 13 | 24.5 | 0.339 | 4 | 9.1 | 0.776 | 0 | 0.0 | 0.307 | 40 | 70.2 | 0.277 | |
Reason for testing | |||||||||||||||||||||||||||||||||||||
Direct contact with COVID-19 positive patient | 4 | 30.8 | 0.448 | 6 | 27.3 | 0.210 | 1 | 10.0 | 0.050 | 1 | 25.0 | 0.503 | - | - | - | 1 | 2.7 | 0.242 | 3 | 7.7 | 0.696 | 2 | 5.3 | 0.492 | 8 | 18.2 | 0.013* | 5 | 12.2 | 0.820 | - | - | - | 36 | 73.5 | 0.045 | |
Prophylactic | 2 | 15.4 | 0.300 | 1 | 4.6 | 0.679 | 2 | 20.0 | 0.158 | 0 | 0.0 | 0.585 | - | - | - | 0 | 0.0 | 0.784 | 1 | 14.3 | 0.387 | 1 | 14.3 | 0.481 | 5 | 45.5 | 0.328 | 1 | 14.3 | 0.799 | - | - | - | 6 | 50.0 | 0.357 | |
Demonstrated symptoms | 6 | 46.2 | 0.918 | 11 | 50.0 | 0.846 | 6 | 60.0 | 0.461 | 3 | 75.0 | 0.285 | - | - | - | 0 | 0.0 | 0.342 | 2 | 4.7 | 0.496 | 2 | 4.7 | 0.330 | 24 | 36.9 | 0.252 | 3 | 6.8 | 0.201 | - | - | - | 41 | 60.3 | 0.629 | |
Ask to be tested | 1 | 7.7 | 0.473 | 4 | 18.2 | 0.012* | 1 | 10.0 | 0.329 | 0 | 0.0 | 0.704 | - | - | - | 0 | 0.0 | 0.849 | 0 | 0.0 | 0.642 | 2 | 40.0 | 0.005 | 4 | 57.1 | 0.148 | 2 | 40.0 | 0.038* | - | - | - | 3 | 33.3 | 0.063 | |
Current stressors | |||||||||||||||||||||||||||||||||||||
Personal health | 49 | 50.0 | 0.035* | 78 | 53.1 | 0.002* | 27 | 39.7 | 0.866 | 15 | 48.4 | 0.280 | 1 | 50.0 | 0.742 | 2 | 100.0 | 0.076 | 16 | 69.6 | 0.003* | 17 | 7.6 | 0.541 | 110 | 47.0 | 0.030* | 37 | 59.7 | 0.001* | 5 | 38.5 | 0.989 | 206 | 57.5 | 0.003* | |
Family health | 76 | 77.6 | 0.597 | 115 | 78.2 | 0.425 | 50 | 73.5 | 0.786 | 25 | 80.7 | 0.482 | 2 | 100.0 | 0.415 | 1 | 50.0 | 0.415 | 20 | 87.0 | 0.193 | 28 | 7.2 | 0.908 | 184 | 78.6 | 0.283 | 46 | 74.2 | 0.883 | 10 | 76.9 | 0.877 | 362 | 62.6 | 0.868 | |
Community health | 36 | 36.7 | 0.120 | 61 | 41.5 | 0.422 | 34 | 50.0 | 0.456 | 9 | 29.0 | 0.078 | 1 | 50.0 | 0.892 | 1 | 50.0 | 0.892 | 13 | 56.5 | 0.287 | 22 | 8.4 | 0.176 | 92 | 39.3 | 0.129 | 30 | 48.4 | 0.635 | 7 | 53.9 | 0.537 | 241 | 65.1 | 0.328 | |
Hospital capacity | 44 | 44.9 | 0.573 | 65 | 44.2 | 0.605 | 26 | 38.2 | 0.570 | 11 | 35.5 | 0.485 | 0 | 0.0 | 0.231 | 1 | 50.0 | 0.815 | 8 | 34.8 | 0.501 | 11 | 4.7 | 0.095 | 99 | 42.3 | 0.904 | 27 | 43.6 | 0.796 | 3 | 23.1 | 0.175 | 223 | 63.4 | 0.979 | |
Timeline to resume clinical practice | 41 | 41.8 | 0.218 | 55 | 37.4 | 0.016* | 29 | 42.7 | 0.355 | 11 | 35.5 | 0.156 | 0 | 0.0 | 0.170 | 2 | 100.0 | 0.147 | 10 | 43.5 | 0.631 | 14 | 5.1 | 0.125 | 88 | 37.6 | 0.005* | 23 | 37.1 | 0.086 | 8 | 61.5 | 0.356 | 259 | 68.5 | 0.005* | |
Government/leadership | 19 | 19.4 | 0.988 | 22 | 15.0 | 0.227 | 13 | 19.1 | 0.968 | 7 | 22.6 | 0.656 | 0 | 0.0 | 0.489 | 0 | 0.0 | 0.489 | 6 | 26.1 | 0.424 | 6 | 5.5 | 0.545 | 36 | 15.4 | 0.192 | 12 | 19.4 | 0.995 | 3 | 23.1 | 0.735 | 103 | 66.9 | 0.308 | |
Return to nonessential activities | 11 | 11.2 | 0.450 | 22 | 15.0 | 0.784 | 10 | 14.7 | 0.888 | 4 | 12.9 | 0.855 | 0 | 0.0 | 0.567 | 2 | 100.0 | 0.001* | 3 | 13.0 | 0.889 | 4 | 5.1 | 0.505 | 31 | 13.3 | 0.761 | 7 | 11.3 | 0.548 | 3 | 23.1 | 0.359 | 75 | 64.7 | 0.745 | |
Economic issues | 43 | 43.9 | 0.513 | 62 | 42.2 | 0.255 | 29 | 42.7 | 0.453 | 21 | 67.7 | 0.028* | 0 | 0.0 | 0.180 | 1 | 50.0 | 0.943 | 13 | 56.5 | 0.395 | 13 | 4.9 | 0.088 | 95 | 40.6 | 0.079 | 32 | 51.6 | 0.536 | 5 | 38.5 | 0.520 | 253 | 65.7 | 0.182 | |
Other | 0 | 0.0 | 0.222 | 0 | 0.0 | 0.135 | 0 | 0.0 | 0.309 | 1 | 3.2 | 0.456 | 0 | 0.0 | 0.861 | 1 | 50.0 | < 0.001* | 0 | 0.0 | 0.554 | 1 | 11.1 | 0.607 | 3 | 1.3 | 0.814 | 0 | 0.0 | 0.331 | 0 | 0.0 | 0.656 | 8 | 72.7 | 0.514 | |
Media perceptions | |||||||||||||||||||||||||||||||||||||
Accurate coverage | 35 | 35.7 | 0.041* | 73 | 50.0 | 0.394 | 35 | 51.5 | 0.881 | 13 | 41.9 | 0.416 | 1 | 50.0 | 0.775 | 1 | 100.0 | 0.590 | 9 | 39.1 | 0.601 | 18 | 6.5 | 0.691 | 119 | 51.3 | 0.052 | 26 | 41.9 | 0.595 | 3 | 23.1 | 0.180 | 259 | 63.6 | 0.181 | |
Excessive coverage | 53 | 54.1 | 54 | 37.0 | 21 | 30.9 | 14 | 45.2 | 1 | 50.0 | 0 | 0.0 | 10 | 43.5 | 12 | 6.3 | 88 | 37.9 | 23 | 37.1 | 7 | 53.9 | 180 | 60.4 | |||||||||||||
Not enough coverage | 18 | 18.4 | 19 | 13.0 | 12 | 17.7 | 4 | 12.9 | 0 | 0.0 | 0 | 0.0 | 4 | 17.4 | 9 | 8.7 | 25 | 10.8 | 13 | 21.0 | 3 | 23.1 | 94 | 69.6 | |||||||||||||
Current media sources | |||||||||||||||||||||||||||||||||||||
International news - internet | 22 | 25.0 | 0.663 | 30 | 21.0 | 0.023* | 20 | 31.3 | 0.693 | 6 | 20.0 | 0.971 | 0 | 0.0 | 0.856 | 1 | 50.0 | 0.018* | 1 | 4.6 | 0.082 | 9 | 6.4 | 0.110 | 58 | 27.1 | 0.496 | 10 | 16.4 | 0.005* | 3 | 23.1 | 0.277 | 131 | 64.9 | 0.238 | |
International news - television | 8 | 9.1 | 17 | 11.9 | 5 | 7.8 | 3 | 10.0 | 0 | 0.0 | 0 | 0.0 | 3 | 13.6 | 3 | 6.4 | 17 | 7.9 | 11 | 18.0 | 0 | 0.0 | 44 | 61.1 | |||||||||||||
National/local news - internet | 25 | 28.4 | 29 | 20.3 | 20 | 31.3 | 11 | 36.7 | 1 | 50.0 | 0 | 0.0 | 6 | 27.3 | 6 | 3.8 | 55 | 25.7 | 11 | 18.0 | 5 | 38.5 | 153 | 68.3 | |||||||||||||
National/local news - television | 21 | 23.9 | 43 | 30.1 | 9 | 14.1 | 6 | 20.0 | 1 | 50.0 | 0 | 0.0 | 9 | 40.9 | 9 | 8.0 | 49 | 22.9 | 23 | 37.7 | 1 | 7.7 | 104 | 58.8 | |||||||||||||
Newspaper | 1 | 1.1 | 6 | 4.2 | 2 | 3.1 | 1 | 3.3 | 0 | 0.0 | 1 | 50.0 | 0 | 0.0 | 3 | 15.0 | 9 | 4.2 | 1 | 1.6 | 1 | 7.7 | 17 | 60.7 | |||||||||||||
Social media | 11 | 12.5 | 18 | 12.6 | 8 | 12.5 | 3 | 10.0 | 0 | 0.0 | 0 | 0.0 | 3 | 13.6 | 21 | 15.3 | 26 | 12.2 | 5 | 8.2 | 3 | 23.1 | 41 | 54.7 | |||||||||||||
Quarantined | 21 | 15.7 | 0.945 | 41.0 | 26.6 | 0.068 | 21 | 15.7 | 0.945 | 10.0 | 8.1 | 0.144 | 1 | 0.9 | 0.319 | 2 | 1.7 | 0.007* | 3 | 2.6 | 0.350 | 12 | 9.6 | 0.159 | 60 | 34.7 | 0.149 | 16 | 12.4 | 0.396 | 4 | 3.4 | 0.402 | 113 | 58.6 | 0.101 | |
Perception of hospital effectiveness | |||||||||||||||||||||||||||||||||||||
Acceptable/appropriate | 46 | 52.3 | 0.216 | 86 | 60.1 | 0.570 | 31 | 48.4 | 0.188 | 18 | 60.0 | 0.283 | 0 | 0.0 | 0.141 | 2 | 100.0 | 0.750 | 12 | 54.6 | 0.430 | 24 | 7.3 | 0.406 | 136 | 63.6 | 0.758 | 31 | 50.8 | 0.322 | 6 | 46.2 | 0.464 | 304 | 63.7 | 0.772 | |
Excessive/unnecessary | 3 | 3.4 | 2 | 1.4 | 2 | 3.1 | 1 | 3.3 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 3 | 1.4 | 1 | 1.6 | 1 | 7.7 | 12 | 70.6 | |||||||||||||
Disarray/disorganized | 13 | 14.8 | 10 | 7.0 | 9 | 14.1 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 4 | 18.2 | 1 | 2.3 | 16 | 7.5 | 7 | 11.5 | 2 | 15.4 | 43 | 63.2 | |||||||||||||
Not enough action | 26 | 29.6 | 45 | 31.5 | 22 | 34.4 | 11 | 36.7 | 2 | 100.0 | 0 | 0.0 | 6 | 27.3 | 12 | 8.5 | 59 | 27.6 | 22 | 36.1 | 4 | 30.8 | 130 | 60.5 | |||||||||||||
Perception of government effectiveness | |||||||||||||||||||||||||||||||||||||
Acceptable/appropriate | 53 | 60.2 | 0.711 | 79 | 55.2 | 0.627 | 37 | 57.8 | 0.849 | 21 | 70.0 | 0.445 | 1 | 50.0 | 0.899 | 2 | 100.0 | 0.673 | 14 | 63.6 | 0.179 | 23 | 7.7 | 0.476 | 143 | 66.8 | 0.064 | 29 | 47.5 | 0.438 | 7 | 53.9 | 0.156 | 277 | 60.8 | 0.409 | |
Excessive/unnecessary | 1 | 1.1 | 4 | 2.8 | 3 | 4.7 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 4 | 1.9 | 2 | 3.3 | 0 | 0.0 | 14 | 70.0 | |||||||||||||
Disarray/disorganized | 11 | 12.5 | 22 | 15.4 | 7 | 10.9 | 3 | 10.0 | 0 | 0.0 | 0 | 0.0 | 5 | 22.7 | 2 | 3.5 | 22 | 10.3 | 6 | 9.8 | 4 | 30.8 | 56 | 63.6 | |||||||||||||
Not enough action | 23 | 26.1 | 38 | 26.6 | 17 | 26.6 | 6 | 20.0 | 1 | 50.0 | 0 | 0.0 | 3 | 13.6 | 12 | 7.7 | 45 | 21.0 | 24 | 39.3 | 2 | 15.4 | 144 | 67.0 |
Calculation of p-values was performed using a combination of chi-square and Fisher exact tests.
Comparisons are made between respondents with comorbidities and healthy individuals. Clinicians with no comorbidities were compared to those with one or more comorbidity. All percentages are calculated based upon the total number of responses received for each question and comorbidity combination.
COVID-19, coronavirus disease 2019.
Variable |
Obesity |
Hypertension |
Current tobacco use |
Respiratory illness |
Renal disease |
Cancer |
Cardiac disease |
Diabetes |
1 Comorbidity |
2 Comorbidities |
3+ Comorbidities |
No comorbidities |
|||||||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | ||
Still performing elective surgery | 18 | 18.6 | 0.348 | 33 | 24.5 | 0.500 | 21 | 21.0 | 0.001* | 1 | 1.3 | 0.060 | 0 | 0.0 | 0.543 | 0 | 0.0 | 0.543 | 4 | 4.8 | 0.749 | 10 | 11.2 | 0.087 | 56 | 41.5 | 0.003* | 11 | 12.2 | 0.670 | 3 | 3.7 | 0.468 | 79 | 53.0 | 0.006* | |
Essential/emergency spine surgery | 74 | 14.2 | 0.055 | 123 | 21.5 | 0.308 | 59 | 11.6 | 0.841 | 25 | 5.3 | 0.387 | 2 | 0.4 | 0.611 | 2 | 0.4 | 0.611 | 18 | 3.9 | 0.336 | 35 | 7.2 | 0.504 | 187 | 29.4 | 0.141 | 52 | 10.4 | 0.448 | 12 | 2.6 | 0.674 | 449 | 64.1 | 0.154 | |
Impact on clinical time spent | |||||||||||||||||||||||||||||||||||||
Increased | 3 | 3.3 | 0.283 | 10 | 6.9 | 0.889 | 5 | 7.6 | 0.865 | 2 | 6.5 | 0.829 | 0 | 0.0 | 0.832 | 0 | 0.0 | 0.832 | 1 | 4.6 | 0.809 | 0 | 0.0 | 0.181 | 12 | 5.4 | 0.587 | 3 | 4.8 | 0.878 | 1 | 7.7 | 0.492 | 30 | 65.2 | 0.703 | |
Decreased | 76 | 82.6 | 122 | 84.1 | 55 | 83.3 | 25 | 80.7 | 2 | 100.0 | 2 | 100.0 | 18 | 81.8 | 36 | 7.8 | 183 | 82.4 | 52 | 83.9 | 12 | 92.3 | 428 | 63.4 | |||||||||||||
Stayed the same | 13 | 14.1 | 13 | 9.0 | 6 | 9.1 | 4 | 12.9 | 0 | 0.0 | 0 | 0.0 | 3 | 13.6 | 2 | 3.9 | 27 | 12.2 | 7 | 11.3 | 0 | 0.0 | 49 | 59.0 | |||||||||||||
Perceived impact on resident/fellow training | |||||||||||||||||||||||||||||||||||||
Not currently training residents/fellows | 31 | 34.1 | 0.813 | 45 | 31.0 | 0.838 | 28 | 42.4 | 0.267 | 11 | 35.5 | 0.839 | 0 | 0.0 | 0.680 | 1 | 50.0 | 0.951 | 7 | 33.3 | 0.588 | 15 | 8.1 | 0.677 | 70 | 31.4 | 0.476 | 22 | 35.5 | 0.089 | 6 | 50.0 | 0.167 | 170 | 63.4 | 0.791 | |
Hurts training experience | 49 | 53.9 | 84 | 57.9 | 30 | 45.5 | 16 | 51.6 | 2 | 100.0 | 1 | 50.0 | 11 | 52.4 | 18 | 6.0 | 129 | 57.9 | 33 | 53.2 | 4 | 33.3 | 284 | 63.1 | |||||||||||||
Improves training experience | 4 | 4.4 | 6 | 4.1 | 2 | 3.0 | 2 | 6.5 | 0 | 0.0 | 0 | 0.0 | 2 | 9.5 | 2 | 10.0 | 6 | 2.7 | 6 | 9.7 | 0 | 0.0 | 18 | 60.0 | |||||||||||||
No overall impact | 7 | 7.7 | 10 | 6.9 | 6 | 9.1 | 2 | 6.5 | 0 | 0.0 | 0 | 0.0 | 1 | 4.8 | 3 | 10.0 | 18 | 8.1 | 1 | 1.6 | 2 | 16.7 | 27 | 56.3 | |||||||||||||
Warning patients if the surgeon is COVID-19 positive | |||||||||||||||||||||||||||||||||||||
Absolutely | 66 | 74.2 | 0.298 | 102 | 70.3 | 0.343 | 49 | 74.2 | 0.200 | 28 | 90.3 | 0.209 | 2 | 100.0 | 0.886 | 1 | 50.0 | 0.084 | 17 | 77.3 | 0.717 | 23 | 5.7 | 0.026* | 160 | 72.4 | 0.380 | 41 | 67.2 | 0.369 | 11 | 84.6 | 0.134 | 383 | 64.4 | 0.273 | |
Likely | 8 | 9.0 | 21 | 14.5 | 6 | 9.1 | 3 | 9.7 | 0 | 0.0 | 0 | 0.0 | 3 | 13.6 | 6 | 8.0 | 27 | 12.2 | 10 | 16.4 | 0 | 0.0 | 69 | 65.1 | |||||||||||||
Less likely | 6 | 6.7 | 7 | 4.8 | 7 | 10.6 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 6 | 20.0 | 14 | 6.3 | 3 | 4.9 | 2 | 15.4 | 24 | 55.8 | |||||||||||||
Not at all | 9 | 10.1 | 15 | 10.3 | 4 | 6.1 | 0 | 0.0 | 0 | 0.0 | 1 | 50.0 | 2 | 9.1 | 3 | 8.8 | 20 | 9.1 | 7 | 11.5 | 0 | 0.0 | 31 | 53.5 | |||||||||||||
Research activities impacted | |||||||||||||||||||||||||||||||||||||
No research engagement | 31 | 36.5 | 0.091 | 42 | 29.4 | 0.006* | 20 | 31.3 | 0.731 | 12 | 41.4 | 0.394 | 0 | 0.0 | 0.316 | 1 | 50.0 | 0.443 | 9 | 40.9 | 0.427 | 7 | 5.5 | 0.134 | 59 | 27.8 | 0.211 | 20 | 33.3 | 0.084 | 6 | 46.2 | 0.549 | 121 | 58.7 | 0.031* | |
Complete stop | 13 | 15.3 | 19 | 13.3 | 12 | 18.8 | 4 | 13.8 | 1 | 50.0 | 0 | 0.0 | 2 | 9.1 | 10 | 11.5 | 35 | 16.5 | 8 | 13.3 | 2 | 15.4 | 77 | 63.1 | |||||||||||||
Decrease in productivity | 20 | 23.5 | 57 | 39.9 | 19 | 29.7 | 6 | 20.7 | 0 | 0.0 | 0 | 0.0 | 7 | 31.8 | 15 | 9.0 | 69 | 32.6 | 23 | 38.3 | 3 | 23.1 | 152 | 61.5 | |||||||||||||
No change | 15 | 17.7 | 21 | 14.7 | 7 | 10.9 | 3 | 10.3 | 1 | 50.0 | 0 | 0.0 | 3 | 13.6 | 4 | 5.8 | 34 | 16.0 | 8 | 13.3 | 1 | 7.7 | 65 | 60.2 | |||||||||||||
Increase in productivity | 6 | 7.1 | 4 | 2.8 | 6 | 9.4 | 4 | 13.8 | 0 | 0.0 | 1 | 50.0 | 1 | 4.6 | 1 | 1.6 | 15 | 7.1 | 1 | 1.7 | 1 | 7.7 | 63 | 78.8 | |||||||||||||
Surgery Impact | |||||||||||||||||||||||||||||||||||||
Advise against | 67 | 16.0 | 0.533 | 102 | 22.5 | 0.990 | 43 | 10.9 | 0.383 | 26.0 | 6.9 | 0.108 | 2 | 0.6 | 0.360 | 2 | 0.6 | 0.360 | 14 | 3.8 | 0.498 | 28 | 7.4 | 0.668 | 153 | 30.3 | 0.628 | 46 | 11.6 | 0.416 | 10 | 2.8 | 0.610 | 352 | 62.8 | 0.993 | |
Proceed with standard precautions | 15 | 20.3 | 0.971 | 25 | 22.3 | 0.668 | 16 | 32.7 | 0.051 | 4 | 14.8 | 0.479 | 0 | 0.0 | 0.474 | 0 | 0.0 | 0.474 | 1 | 6.7 | 0.190 | 4 | 4.7 | 0.347 | 49 | 28.5 | 0.036* | 8 | 16.0 | 0.458 | 0 | 0.0 | 0.110 | 81 | 58.7 | 0.229 | |
Absent during intubation/extubation | 37 | 43.5 | 0.465 | 46 | 36.2 | 0.020* | 19 | 32.8 | 0.030* | 13 | 44.8 | 0.753 | 0 | 0.0 | 0.177 | 0 | 0.0 | 0.177 | 4 | 23.5 | 0.049* | 13 | 5.6 | 0.348 | 76 | 38.8 | 0.033* | 22 | 39.3 | 0.226 | 3 | 27.3 | 0.177 | 221 | 68.6 | 0.014* | |
Additional PPE during surgery | 47 | 51.7 | 0.508 | 71 | 49.0 | 0.171 | 33 | 50.0 | 0.407 | 16 | 51.6 | 0.681 | 1 | 50.0 | 0.878 | 0 | 0.0 | 0.116 | 13 | 59.1 | 0.733 | 24 | 8.0 | 0.353 | 113 | 50.7 | 0.239 | 31 | 50.8 | 0.497 | 7 | 53.9 | 0.911 | 277 | 64.7 | 0.212 |
Calculation of p-values was performed using a combination of chi-square and Fisher exact tests.
Comparisons are made between respondents with comorbidities and healthy individuals. Clinicians with no comorbidities were compared to those with one or more comorbidity. All percentages are calculated based upon the total number of responses received for each question and comorbidity combination.
COVID-19, coronavirus disease 2019; PPE, personal protective equipment.
Variable |
Obesity |
Hypertension |
Current tobacco use |
Respiratory illness |
Renal disease |
Cancer |
Cardiac disease |
Diabetes |
1 Comorbidity |
2 Comorbidities |
3+ Comorbidities |
No comorbidities |
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | No. | % | p-value | ||
Belief that future guidelines are needed | |||||||||||||||||||||||||||||||||||||
Yes | 81 | 97.6 | 0.525 | 130 | 94.9 | 0.595 | 57 | 90.5 | 0.336 | 25 | 89.3 | 0.187 | 2 | 100.0 | 0.948 | 2 | 100.0 | 0.948 | 21 | 95.5 | 0.932 | 35 | 7.3 | 0.008* | 195 | 93.8 | 0.309 | 55 | 96.5 | 0.418 | 12 | 92.3 | 0.825 | 448 | 63.1 | 0.313 | |
No | 0 | 0.0 | 2 | 1.5 | 1 | 1.6 | 1 | 3.6 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 2 | 40.0 | 4 | 1.9 | 1 | 1.8 | 0 | 0.0 | 3 | 37.5 | |||||||||||||
Unsure | 2 | 2.4 | 5 | 3.7 | 5 | 7.9 | 2 | 7.1 | 0 | 0.0 | 0 | 0.0 | 1 | 4.6 | 0 | 0.0 | 9 | 4.3 | 1 | 1.8 | 1 | 7.7 | 21 | 65.6 | |||||||||||||
Perceived impact in 1 year | |||||||||||||||||||||||||||||||||||||
No change | 13 | 13.4 | 0.643 | 24 | 22.2 | 0.948 | 11 | 11.6 | 0.953 | 6 | 6.7 | 0.623 | 0 | 0.0 | 0.511 | 0 | 0.0 | 0.511 | 5 | 5.6 | 0.553 | 7 | 7.7 | 0.859 | 40 | 32.3 | 0.647 | 4 | 4.6 | 0.040* | 5 | 5.6 | 0.057 | 84 | 63.2 | 0.963 | |
Heighted awareness of hygiene | 50 | 79.4 | 0.828 | 73 | 78.5 | 0.941 | 31 | 75.6 | 0.711 | 14 | 70.0 | 0.394 | 2 | 100.0 | 0.455 | 2 | 100.0 | 0.455 | 12 | 70.6 | 0.464 | 23 | 7.4 | 0.883 | 105 | 73.9 | 0.313 | 37 | 90.2 | 0.069 | 7 | 63.6 | 0.255 | 286 | 65.8 | 0.717 | |
Increase use of PPE | 47 | 61.0 | 0.060 | 67 | 55.8 | 0.214 | 30 | 58.8 | 0.204 | 12 | 48.0 | 0.892 | 2 | 100.0 | 0.153 | 2 | 100.0 | 0.153 | 12 | 60.0 | 0.354 | 18 | 8.0 | 0.455 | 98 | 56.0 | 0.143 | 35 | 66.0 | 0.022* | 5 | 41.7 | 0.597 | 206 | 59.9 | 0.045* | |
Ask patients to reschedule if sick | 40 | 50.6 | 0.064 | 53 | 41.4 | 0.698 | 28 | 49.1 | 0.164 | 11 | 42.3 | 0.776 | 2 | 100.0 | 0.081 | 1 | 50.0 | 0.762 | 10 | 47.6 | 0.458 | 13 | 7.0 | 0.784 | 81 | 42.6 | 0.462 | 24 | 44.4 | 0.484 | 7 | 53.9 | 0.298 | 173 | 60.7 | 0.291 | |
Increase nonoperative measures prior to surgery | 19 | 24.1 | 0.163 | 38 | 28.8 | 0.004* | 20 | 33.9 | 0.003* | 5 | 19.2 | 0.816 | 1 | 50.0 | 0.228 | 1 | 50.0 | 0.228 | 6 | 27.3 | 0.241 | 10 | 11.4 | 0.101 | 52 | 26.9 | 0.006* | 17 | 30.4 | 0.020* | 3 | 23.1 | 0.600 | 78 | 52.0 | 0.002* | |
Increase digital options for communication | 39 | 47.0 | 0.404 | 46 | 33.6 | 0.074 | 24 | 38.1 | 0.547 | 13 | 46.4 | 0.650 | 2 | 100.0 | 0.098 | 1 | 50.0 | 0.821 | 5 | 22.7 | 0.072 | 18 | 8.3 | 0.436 | 91 | 43.8 | 0.683 | 19 | 33.3 | 0.205 | 5 | 38.5 | 0.795 | 199 | 63.4 | 0.850 | |
How likely to attend a conference in 1 year | |||||||||||||||||||||||||||||||||||||
Likely | 54 | 65.1 | 0.232 | 90 | 66.2 | 0.626 | 39 | 61.9 | 0.490 | 19 | 67.9 | 0.997 | 2 | 100.0 | 0.627 | 1 | 50.0 | 0.678 | 13 | 59.1 | 0.004* | 21 | 6.1 | 0.325 | 132 | 63.8 | 0.384 | 34 | 59.7 | 0.341 | 9 | 69.2 | 0.478 | 321 | 64.7 | 0.295 | |
Not likely | 3 | 3.6 | 8 | 5.9 | 7 | 11.1 | 2 | 7.1 | 0 | 0.0 | 0 | 0.0 | 6 | 27.3 | 3 | 7.9 | 14 | 6.8 | 4 | 7.0 | 2 | 15.4 | 35 | 63.6 | |||||||||||||
Unsure | 26 | 31.3 | 38 | 27.9 | 17 | 27.0 | 7 | 25.0 | 0 | 0.0 | 1 | 50.0 | 3 | 13.6 | 13 | 10.2 | 61 | 29.5 | 19 | 33.3 | 2 | 15.4 | 115 | 58.4 | |||||||||||||
Timeframe to resume elective surgery | |||||||||||||||||||||||||||||||||||||
< 2 Weeks | 5 | 5.5 | 0.720 | 5 | 3.5 | 0.279 | 4 | 6.1 | 0.399 | 0 | 0.0 | 0.396 | 0 | 0.0 | 0.850 | 0 | 0.0 | 0.843 | 3 | 13.6 | 0.058 | 1 | 6.3 | 0.902 | 14 | 6.3 | 0.175 | 2 | 3.3 | 0.359 | 0 | 0.0 | 0.923 | 15 | 48.4 | 0.178 | |
2–4 Weeks | 16 | 17.6 | 29 | 20.1 | 9 | 13.6 | 6 | 19.4 | 0 | 0.0 | 1 | 50.0 | 3 | 13.6 | 8 | 8.8 | 41 | 18.5 | 9 | 14.8 | 3 | 23.1 | 83 | 61.0 | |||||||||||||
1–2 Months | 15 | 16.5 | 24 | 16.7 | 8 | 12.1 | 4 | 12.9 | 0 | 0.0 | 0 | 0.0 | 1 | 4.6 | 5 | 5.5 | 29 | 13.1 | 10 | 16.4 | 2 | 15.4 | 86 | 67.7 | |||||||||||||
> 2 Months | 3 | 3.3 | 4 | 2.8 | 2 | 3.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 2 | 8.0 | 9 | 4.1 | 1 | 1.6 | 0 | 0.0 | 23 | 69.7 | |||||||||||||
No current stoppage | 11 | 12.1 | 21 | 14.6 | 10 | 15.2 | 1 | 3.2 | 0 | 0.0 | 0 | 0.0 | 3 | 13.6 | 5 | 9.6 | 26 | 11.7 | 11 | 18.0 | 1 | 7.7 | 47 | 55.3 | |||||||||||||
Unknown | 41 | 45.1 | 61 | 42.4 | 33 | 50.0 | 20 | 64.5 | 2 | 100.0 | 1 | 50.0 | 12 | 54.6 | 17 | 6.3 | 103 | 46.4 | 28 | 45.9 | 7 | 53.9 | 254 | 64.8 | |||||||||||||
Anticipated # weeks to resume baseline activity | |||||||||||||||||||||||||||||||||||||
< 2 Weeks | 10 | 11.8 | 0.450 | 13 | 9.3 | 0.041* | 10 | 15.6 | 0.805 | 1 | 3.5 | 0.403 | 0 | 0.0 | 0.307 | 0 | 0.0 | 0.160 | 3 | 13.6 | 0.216 | 3 | 4.4 | 0.082 | 24 | 11.5 | 0.126 | 6 | 10.0 | 0.267 | 1 | 7.7 | 0.876 | 65 | 67.7 | 0.039* | |
2–4 Weeks | 24 | 28.2 | 43 | 30.7 | 15 | 23.4 | 9 | 31.0 | 0 | 0.0 | 0 | 0.0 | 8 | 36.4 | 12 | 11.1 | 58 | 27.8 | 19 | 31.7 | 4 | 30.8 | 96 | 54.2 | |||||||||||||
4–6 Weeks | 19 | 22.4 | 34 | 24.3 | 15 | 23.4 | 6 | 20.7 | 0 | 0.0 | 2 | 100.0 | 5 | 22.7 | 13 | 10.6 | 49 | 23.4 | 15 | 25.0 | 3 | 23.1 | 110 | 62.2 | |||||||||||||
6–8 Weeks | 13 | 15.3 | 21 | 15.0 | 10 | 15.6 | 5 | 17.2 | 0 | 0.0 | 0 | 0.0 | 0 | 0.0 | 3 | 4.3 | 32 | 15.3 | 7 | 11.7 | 2 | 15.4 | 67 | 62.0 | |||||||||||||
> 8 Weeks | 19 | 22.4 | 29 | 20.7 | 14 | 21.9 | 8 | 27.6 | 2 | 100.0 | 0 | 0.0 | 6 | 27.3 | 6 | 4.1 | 46 | 22.0 | 13 | 21.7 | 3 | 23.1 | 139 | 69.2 | |||||||||||||
% Telecommunication clinical visits/wk | |||||||||||||||||||||||||||||||||||||
0–25 | 51 | 55.4 | 0.355 | 77 | 53.1 | 0.147 | 42 | 63.6 | 0.025* | 18 | 58.1 | 0.326 | 1 | 50.0 | 0.845 | 0 | 0.0 | 0.168 | 9 | 40.9 | 0.599 | 20 | 7.7 | 0.009* | 112 | 50.2 | 0.323 | 36 | 59.0 | 0.047* | 9 | 69.2 | 0.389 | 241 | 60.6 | 0.068 | |
26–50 | 11 | 12.0 | 26 | 17.9 | 11 | 16.7 | 2 | 6.5 | 0 | 0.0 | 0 | 0.0 | 4 | 18.2 | 11 | 14.1 | 38 | 17.0 | 12 | 19.7 | 1 | 7.7 | 67 | 56.8 | |||||||||||||
51–75 | 5 | 5.4 | 12 | 8.3 | 4 | 6.1 | 1 | 3.2 | 0 | 0.0 | 0 | 0.0 | 4 | 18.2 | 2 | 3.6 | 18 | 8.1 | 5 | 8.2 | 0 | 0.0 | 54 | 70.1 | |||||||||||||
76–100 | 25 | 27.2 | 30 | 20.7 | 9 | 13.6 | 10 | 32.3 | 1 | 50.0 | 2 | 100.0 | 5 | 22.7 | 4 | 2.7 | 55 | 24.7 | 8 | 13.1 | 3 | 23.1 | 142 | 68.3 |
Calculation of p-values was performed using a combination of chi-square and Fisher exact tests.
Comparisons are made between respondents with comorbidities and healthy individuals. Clinicians with no comorbidities were compared to those with one or more comorbidity. All percentages are calculated based upon the total number of responses received for each question and comorbidity combination.
PPE, personal protective equipment.
Assessed survey responses |
Age |
Female sex |
Orthopaedics |
Neurosurgery |
Trauma |
Academic Practice |
Private practice |
Public/local practice |
Obese |
Hypertension |
Current tobacco use |
Respiratory illness |
Cardiac disease |
Diabetes |
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
OR | 95% CI | p-value | OR | 95% CI | p-value | OR | 95% CI | p-value | OR | 95% CI | p-value | OR | 95% CI | p-value | OR | 95% CI | p-value | OR | 95% CI | p-value | OR | 95% CI | p-value | OR | 95% CI | p-value | OR | 95% CI | p-value | OR | 95% CI | p-value | OR | 95% CI | p-value | OR | 95% CI | p-value | OR | 95% CI | p-value | ||
Reasons for COVID-19 testing | |||||||||||||||||||||||||||||||||||||||||||
Personally tested for COVID-19 | 0.99 | 0.74–1.33 | 0.962 | 2.56 | 1.04–6.29 | 0.041* | 2.71 | 0.55–13.27 | 0.219 | 3.47 | 0.72–16.71 | 0.121 | 1.98 | 0.91–4.28 | 0.083 | 1.35 | 0.69–2.65 | 0.386 | 0.42 | 0.13–1.34 | 0.143 | 0.55 | 0.19–1.55 | 0.259 | 1.06 | 0.43–2.59 | 0.902 | 0.79 | 0.33–1.89 | 0.603 | 0.18 | 0.02–1.33 | 0.093 | 1.05 | 0.23–4.76 | 0.949 | 1.93 | 0.41–9.09 | 0.404 | 0.85 | 0.19–3.79 | 0.834 | |
Direct contact with COVID-19 positive patient | 1.03 | 0.70–1.51 | 0.873 | 0.82 | 0.20–3.34 | 0.782 | 0.21 | 0.02–2.43 | 0.210 | 0.30 | 0.03–3.51 | 0.340 | 1.76 | 0.51–6.14 | 0.374 | 1.11 | 0.41–3.03 | 0.835 | 1.64 | 0.41–6.59 | 0.488 | 1.89 | 0.53–6.74 | 0.324 | 0.50 | 0.13–1.98 | 0.325 | 0.59 | 0.18–1.88 | 0.370 | 0.14 | 0.02–1.20 | 0.073 | 0.75 | 0.06–10.04 | 0.825 | 2.04 | 0.33–12.61 | 0.441 | 1.03 | 0.17–6.23 | 0.971 | |
Prophylactic | 3.05 | 1.22–7.63 | 0.017* | 1.00 | 1.00–1.00 | - | 108.44 | 0.85–13,777.31 | 0.058 | 126.17 | 0.92–17289.75 | 0.054 | 18.97 | 2.39–150.68 | 0.005* | 0.92 | 0.17–4.99 | 0.919 | 0.07 | 0.00–6.09 | 0.247 | 0.07 | 0.00–1.51 | 0.090 | 3.79 | 0.49–29.12 | 0.200 | 0.18 | 0.01–2.27 | 0.183 | 9.90 | 1.10–89.14 | 0.041* | 1.00 | 1.00–1.00 | - | 0.54 | .01–42.62 | 0.780 | 1.26 | 0.09–18.54 | 0.866 | |
Demonstrated symptoms | 0.82 | 0.56–1.18 | 0.280 | 1.46 | 0.40–5.28 | 0.564 | 2.00 | 0.23–17.69 | 0.532 | 1.38 | 0.16–12.01 | 0.770 | 0.32 | 0.08–1.17 | 0.085 | 0.82 | 0.32–2.08 | 0.670 | 0.93 | 0.24–3.59 | 0.918 | 0.72 | 0.21–2.45 | 0.604 | 1.21 | 0.33–4.37 | 0.772 | 1.42 | 0.48–4.22 | 0.526 | 1.73 | 0.44–6.86 | 0.433 | 3.46 | 0.25–46.99 | 0.352 | 0.47 | 0.07–3.03 | 0.428 | 0.35 | 0.06–2.14 | 0.258 | |
Ask to be tested | 0.70 | 0.29–1.69 | 0.430 | 3.53 | 0.28–44.17 | 0.328 | - | - | - | - | - | - | 1.00 | 1.00–1.00 | - | 1.49 | 0.14–15.86 | 0.741 | 1.00 | 1.00–1.00 | - | 6.48 | 0.41–102.85 | 0.185 | 2.36 | 0.17–32.46 | 0.522 | 7.55 | 0.99–57.45 | 0.051 | 1.75 | 0.13–22.97 | 0.672 | 1.00 | 1.00–1.00 | - | 1.00 | 1.00–1.00 | - | 3.58 | 0.38–34.15 | 0.267 | |
Current stressors | |||||||||||||||||||||||||||||||||||||||||||
Personal health | 1.10 | 0.95–1.28 | 0.199 | 0.72 | 0.39–1.35 | 0.307 | 0.59 | 0.26–1.32 | 0.196 | 0.69 | 0.30–1.57 | 0.379 | 1.11 | 0.70–1.77 | 0.657 | 0.97 | 0.68–1.38 | 0.855 | 0.73 | 0.47–1.16 | 0.185 | 1.26 | 0.79–2.03 | 0.335 | 1.33 | 0.86–2.07 | 0.199 | 1.50 | 1.01–2.23 | 0.046* | 0.81 | 0.48–1.37 | 0.428 | 1.55 | 0.72–3.34 | 0.264 | 2.49 | 0.98–6.30 | 0.055 | 0.81 | 0.41–1.59 | 0.531 | |
Family health | 1.16 | 0.94–1.43 | 0.168 | 0.29 | 0.15–0.56 | < 0.001* | 1.23 | 0.43–3.50 | 0.699 | 1.45 | 0.50–4.25 | 0.494 | 1.24 | 0.65–2.35 | 0.513 | 1.12 | 0.69–1.81 | 0.644 | 1.23 | 0.65–2.33 | 0.521 | 1.00 | 0.53–1.86 | 0.988 | 1.24 | 0.65–2.38 | 0.515 | 0.95 | 0.55–1.67 | 0.869 | 0.52 | 0.28–0.97 | 0.039* | 1.69 | 0.48–5.96 | 0.412 | 1.15 | 0.32–4.12 | 0.834 | 0.79 | 0.33–1.93 | 0.609 | |
Community health | 0.96 | 0.83–1.12 | 0.627 | 1.14 | 0.63–2.06 | 0.675 | 2.31 | 1.00–5.34 | 0.050 | 2.12 | 0.91–4.97 | 0.082 | 1.77 | 1.11–2.81 | 0.017* | 0.71 | 0.50–1.01 | 0.058 | 0.91 | 0.58–1.42 | 0.665 | 0.67 | 0.42–1.08 | 0.102 | 0.65 | 0.42–1.03 | 0.066 | 0.89 | 0.60–1.33 | 0.578 | 1.41 | 0.84–2.37 | 0.189 | 0.48 | 0.20–1.11 | 0.087 | 1.94 | 0.81–4.67 | 0.139 | 1.89 | 0.97–3.71 | 0.063 | |
Hospital capacity | 0.97 | 0.83–1.12 | 0.662 | 1.15 | 0.63–2.11 | 0.644 | 1.08 | 0.48–2.44 | 0.852 | 1.18 | 0.52–2.69 | 0.700 | 1.63 | 1.02–2.59 | 0.041* | 1.42 | 1.00–2.03 | 0.053 | 0.61 | 0.38–0.99 | 0.044* | 2.28 | 1.42–3.68 | 0.001* | 1.28 | 0.82–2.00 | 0.284 | 1.39 | 0.92–2.08 | 0.114 | 0.75 | 0.44–1.29 | 0.298 | 0.97 | 0.43–2.15 | 0.932 | 0.71 | 0.28–1.79 | 0.470 | 0.51 | 0.24–1.06 | 0.071 | |
Timeline to resume clinical practice | 0.94 | 0.81–1.08 | 0.371 | 1.45 | 0.80–2.62 | 0.217 | 1.06 | 0.48–2.32 | 0.887 | 0.96 | 0.43–2.14 | 0.928 | 0.95 | 0.60–1.51 | 0.837 | 0.94 | 0.66–1.33 | 0.716 | 1.12 | 0.72–1.74 | 0.622 | 0.70 | 0.43–1.12 | 0.133 | 0.89 | 0.57–1.38 | 0.591 | 0.77 | 0.52–1.15 | 0.209 | 0.95 | 0.56–1.59 | 0.838 | 0.56 | 0.25–1.26 | 0.158 | 1.20 | 0.50–2.85 | 0.685 | 0.77 | 0.38–1.52 | 0.447 | |
Government/leadership | 0.94 | 0.78–1.13 | 0.507 | 2.05 | 1.08–3.91 | 0.028* | 2.19 | 0.76–6.29 | 0.145 | 1.79 | 0.62–5.15 | 0.278 | 0.98 | 0.55–1.74 | 0.945 | 1.57 | 0.97–2.54 | 0.068 | 1.48 | 0.82–2.68 | 0.198 | 1.47 | 0.79–2.72 | 0.226 | 1.14 | 0.66–1.97 | 0.647 | 0.85 | 0.50–1.46 | 0.565 | 0.85 | 0.50–1.46 | 0.565 | 1.16 | 0.45–2.96 | 0.758 | 1.81 | 0.67–4.88 | 0.241 | 0.84 | 0.34–2.12 | 0.716 | |
Return to nonessential activities | 1.01 | 0.82–1.25 | 0.923 | 1.33 | 0.61–2.89 | 0.470 | 1.35 | 0.46–3.99 | 0.586 | 1.13 | 0.38–3.39 | 0.829 | 1.77 | 0.99–3.17 | 0.052 | 1.66 | 0.96–2.86 | 0.067 | 1.70 | 0.88–3.29 | 0.117 | 1.29 | 0.63–2.64 | 0.493 | 0.75 | 0.38–1.48 | 0.407 | 1.32 | 0.76–2.30 | 0.324 | 1.32 | 0.76–2.30 | 0.324 | 1.04 | 0.35–3.09 | 0.945 | 0.89 | 0.25–3.18 | 0.858 | 0.66 | 0.22–1.94 | 0.448 | |
Economic issues | 0.85 | 0.73–0.99 | 0.032* | 0.70 | 0.38–1.30 | 0.262 | 1.78 | 0.77 ,4.07 | 0.175 | 1.70 | 0.73–3.93 | 0.216 | 0.95 | 0.59–1.51 | 0.823 | 0.55 | 0.38–0.78 | 0.001* | 1.26 | 0.80–1.98 | 0.314 | 0.51 | 0.31–0.82 | 0.006* | 0.81 | 0.52–1.27 | 0.359 | 0.87 | 0.58–1.312 | 0.514 | 0.87 | 0.58–1.31 | 0.514 | 2.97 | 1.27–6.96 | 0.012* | 1.86 | 0.77–4.50 | 0.170 | 0.61 | 0.30–1.26 | 0.184 | |
Clinical practice | |||||||||||||||||||||||||||||||||||||||||||
Quarantine | 1.03 | 0.86–1.23 | 0.735 | 2.07 | 1.08–3.95 | 0.028* | 1.35 | 0.52–3.52 | 0.542 | 2.28 | 0.87–5.98 | 0.094 | 0.80 | 0.44–1.47 | 0.472 | 0.66 | 0.44–1.00 | 0.049* | 0.91 | 0.55–1.52 | 0.731 | 0.54 | 0.30–0.97 | 0.038* | 0.83 | 0.48–1.41 | 0.483 | 1.29 | 0.82–2.04 | 0.277 | 1.29 | 0.82–2.04 | 0.277 | 1.88 | 0.84–4.24 | 0.127 | 0.42 | 0.11–1.56 | 0.196 | 1.56 | 0.74–3.27 | 0.240 | |
Still performing elective surgery | 1.13 | 0.93–1.37 | 0.218 | 0.44 | 0.15–1.27 | 0.128 | 1.23 | 0.40 ,3.83 | 0.718 | 0.78 | 0.25–2.45 | 0.665 | 0.32 | 0.14–0.72 | 0.006* | 2.18 | 1.33–3.55 | 0.002* | 0.82 | 0.40–1.66 | 0.575 | 1.56 | 0.80–3.04 | 0.191 | 1.17 | 0.65–2.09 | 0.604 | 1.24 | 0.76–2.02 | 0.396 | 1.24 | 0.76–2.02 | 0.396 | 0.16 | 0.02–1.22 | 0.077 | 0.92 | 0.29–2.91 | 0.887 | 1.26 | 0.57–2.77 | 0.569 | |
Essential/emergency spine surgery | 0.91 | 0.73–1.14 | 0.407 | 0.52 | 0.24–1.14 | 0.103 | 1.44 | 0.45–4.63 | 0.536 | 2.22 | 0.66–7.44 | 0.196 | 0.77 | 0.40–1.49 | 0.446 | 2.35 | 1.33–4.15 | 0.003* | 0.79 | 0.43–1.45 | 0.446 | 0.82 | 0.43–1.57 | 0.556 | 0.61 | 0.33–1.12 | 0.113 | 0.88 | 0.48–1.59 | 0.663 | 0.88 | 0.48–1.59 | 0.663 | 0.69 | 0.25–1.93 | 0.477 | 0.97 | 0.30–3.18 | 0.962 | 1.90 | 0.55–6.58 | 0.310 | |
Advise against | 1.01 | 0.85–1.19 | 0.940 | 0.79 | 0.42–1.51 | 0.475 | 0.74 | 0.29–1.87 | 0.524 | 0.52 | 0.21–1.33 | 0.174 | 1.57 | 0.90–2.74 | 0.113 | 0.82 | 0.55–1.21 | 0.323 | 1.73 | 0.99–3.03 | 0.054 | 0.64 | 0.39–1.08 | 0.094 | 1.15 | 0.69–1.92 | 0.598 | 0.89 | 0.58–1.38 | 0.605 | 0.89 | 0.58–1.38 | 0.605 | 1.90 | 0.70–5.12 | 0.205 | 0.60 | 0.24–1.53 | 0.288 | 1.20 | 0.56–2.58 | 0.642 | |
Proceed with standard precautions | 1.11 | 0.91–1.35 | 0.265 | 0.26 | 0.08–0.87 | 0.067 | 1.15 | 0.41 ,3.26 | 0.583 | 1.46 | 0.51–4.18 | 0.287 | 1.66 | 0.94–2.93 | 0.244 | 0.95 | 0.60–1.51 | 0.936 | 0.65 | 0.34–1.27 | 0.114 | 1.40 | 0.77–2.53 | 0.234 | 0.92 | 0.50–1.69 | 0.795 | 1.07 | 0.64–1.81 | 0.604 | 1.07 | 0.64–1.81 | 0.604 | 0.85 | 0.29–2.55 | 0.543 | 0.19 | 0.03–1.49 | 0.133 | 0.53 | 0.18–1.56 | 0.176 | |
Absent during intubation/extubation | 0.84 | 0.72–0.98 | 0.076 | 0.73 | 0.39–1.36 | 0.805 | 0.80 | 0.33–1.89 | 0.966 | 0.84 | 0.35–2.04 | 0.974 | 1.03 | 0.64–1.66 | 0.618 | 1.27 | 0.88–1.84 | 0.135 | 1.04 | 0.65–1.68 | 0.825 | 1.22 | 0.74–2.00 | 0.191 | 1.11 | 0.70–1.77 | 0.751 | 0.76 | 0.50–1.16 | 0.307 | 0.76 | 0.50–1.16 | 0.307 | 1.00 | 0.45–2.22 | 0.980 | 0.42 | 0.14–1.29 | 0.268 | 0.96 | 0.47–1.97 | 0.974 | |
Additional PPE during surgery | 0.91 | 0.78–1.06 | 0.214 | 1.51 | 0.81–2.84 | 0.198 | 1.55 | 0.67–3.63 | 0.307 | 2.00 | 0.84–4.72 | 0.115 | 0.86 | 0.54–1.37 | 0.525 | 1.20 | 0.84–1.71 | 0.319 | 0.72 | 0.45–1.13 | 0.155 | 1.27 | 0.78–2.06 | 0.336 | 0.94 | 0.60–1.48 | 0.786 | 0.85 | 0.57–1.27 | 0.420 | 0.85 | 0.57–1.27 | 0.420 | 0.87 | 0.40–1.87 | 0.720 | 1.66 | 0.67–4.13 | 0.273 | 1.76 | 0.87–3.55 | 0.114 | |
% Telecommunication clinical visits/wk | 0.94 | 0.81–1.08 | 0.380 | 1.69 | 0.95–3.01 | 0.077 | 0.68 | 0.32–1.46 | 0.328 | 0.85 | 0.40–1.84 | 0.689 | 0.99 | 0.64–1.54 | 0.972 | 1.78 | 1.27–2.49 | 0.001* | 1.08 | 0.70–1.67 | 0.732 | 0.71 | 0.44–1.14 | 0.153 | 0.97 | 0.63–1.49 | 0.874 | 0.88 | 0.61–1.27 | 0.489 | 0.88 | 0.61–1.27 | 0.489 | 0.89 | 0.42–1.91 | 0.768 | 1.67 | 0.76–3.66 | 0.200 | 0.67 | 0.36–1.26 | 0.218 | |
Perceived impact in 1 year | |||||||||||||||||||||||||||||||||||||||||||
No change | 1.08 | 0.88–1.33 | 0.449 | 0.69 | 0.29–1.64 | 0.403 | 0.98 | 0.33–2.89 | 0.974 | 1.15 | 0.38–3.42 | 0.806 | 0.98 | 0.51–1.86 | 0.943 | 1.53 | 0.90–2.60 | 0.117 | 1.41 | 0.73–2.73 | 0.309 | 2.67 | 1.42–5.03 | 0.002* | 0.84 | 0.44–1.60 | 0.591 | 0.93 | 0.54–1.61 | 0.808 | 0.93 | 0.54–1.61 | 0.808 | 1.57 | 0.60–4.07 | 0.358 | 1.24 | 0.43–3.58 | 0.695 | 1.13 | 0.47–2.71 | 0.789 | |
Heighted awareness of hygiene | 0.89 | 0.76–1.04 | 0.292 | 1.23 | 0.65–2.33 | 0.427 | 1.58 | 0.68–3.69 | 0.790 | 1.59 | 0.67–3.76 | 0.984 | 1.05 | 0.64–1.72 | 0.964 | 0.77 | 0.52–1.12 | 0.149 | 0.65 | 0.40–1.06 | 0.207 | 0.43 | 0.26–0.72 | 0.001* | 1.20 | 0.74–1.96 | 0.604 | 0.81 | 0.53–1.23 | 0.676 | 0.81 | 0.53–1.23 | 0.676 | 0.76 | 0.34–1.71 | 0.273 | 1.14 | 0.47–2.78 | 0.713 | 1.30 | 0.64–2.64 | 0.946 | |
Increase use of PPE | 0.92 | 0.79–1.08 | 0.318 | 0.98 | 0.53–1.83 | 0.950 | 0.84 | 0.36–1.93 | 0.678 | 1.23 | 0.53–2.87 | 0.625 | 1.06 | 0.65–1.72 | 0.828 | 0.68 | 0.47–0.99 | 0.042* | 0.49 | 0.30–0.79 | 0.004* | 0.61 | 0.37–1.00 | 0.051 | 1.51 | 0.94–2.44 | 0.089 | 1.14 | 0.75–1.74 | 0.527 | 1.14 | 0.75–1.74 | 0.835 | 0.86 | 0.38–1.97 | 0.727 | 1.58 | 0.65–3.85 | 0.315 | 1.05 | 0.52–2.10 | 0.893 | |
Ask patients to reschedule if sick | 1.17 | 0.99–1.37 | 0.026* | 1.00 | 0.53–1.89 | 0.938 | 0.85 | 0.37–1.97 | 0.883 | 0.97 | 0.42–2.28 | 0.938 | 1.28 | 0.78–2.09 | 0.240 | 0.99 | 0.68–1.45 | 0.932 | 0.99 | 0.61–1.61 | 0.912 | 1.07 | 0.65–1.77 | 0.816 | 1.53 | 0.95–2.46 | 0.111 | 0.87 | 0.57–1.34 | 0.442 | 0.87 | 0.57–1.34 | 0.442 | 1.01 | 0.44–2.30 | 0.931 | 1.14 | 0.47–2.77 | 0.909 | 0.81 | 0.40–1.67 | 0.491 | |
Increase nonoperative measures prior to surgery | 0.98 | 0.80–1.20 | 0.994 | 1.45 | 0.70–3.02 | 0.291 | 0.74 | 0.28–1.94 | 0.709 | 1.01 | 0.38–2.70 | 0.822 | 1.27 | 0.71–2.30 | 0.381 | 0.83 | 0.53–1.31 | 0.490 | 0.55 | 0.29–1.04 | 0.071 | 0.88 | 0.48–1.60 | 0.622 | 1.00 | 0.56–1.80 | 0.976 | 1.59 | 0.97–2.61 | 0.085 | 1.59 | 0.97–2.61 | 0.085 | 0.71 | 0.23–2.18 | 0.516 | 1.48 | 0.54–4.08 | 0.529 | 1.35 | 0.61–2.97 | 0.467 | |
Increase digital options for communication | 1.14 | 0.97–1.34 | 0.112 | 1.34 | 0.72–2.49 | 0.352 | 1.07 | 0.46–2.52 | 0.871 | 1.36 | 0.57–3.22 | 0.491 | 1.14 | 0.70–1.87 | 0.591 | 1.08 | 0.74–1.57 | 0.685 | 0.67 | 0.41 ,1.09 | 0.107 | 0.80 | 0.49–1.33 | 0.393 | 1.39 | 0.86–2.25 | 0.180 | 0.58 | 0.38–0.90 | 0.015* | 0.58 | 0.38–0.90 | 0.015* | 0.97 | 0.42–2.25 | 0.949 | 0.42 | 0.15–1.20 | 0.105 | 1.57 | 0.78–3.16 | 0.210 | |
Other perceptions | |||||||||||||||||||||||||||||||||||||||||||
Media perceptions | 1.02 | 0.89–1.17 | 0.810 | 0.59 | 0.33–1.05 | 0.071 | 0.57 | 0.28–1.19 | 0.133 | 0.75 | 0.36–1.58 | 0.455 | 1.30 | 0.84–2.01 | 0.244 | 1.17 | 0.84–1.63 | 0.353 | 1.23 | 0.81–1.87 | 0.340 | 1.17 | 0.75–1.83 | 0.492 | 1.28 | 0.84–1.96 | 0.248 | 1.20 | 0.83–1.73 | 0.345 | 1.20 | 0.83–1.73 | 0.345 | 1.44 | 0.69–2.98 | 0.329 | 1.10 | 0.48–2.54 | 0.815 | 0.66 | 0.35–1.25 | 0.204 | |
Perception of hospital effectiveness | 1.51 | 1.29–1.77 | < 0.001* | 0.61 | 0.34–1.10 | 0.103 | 1.47 | 0.62–3.46 | 0.381 | 1.17 | 0.49–2.80 | 0.724 | 1.28 | 0.78–2.09 | 0.335 | 1.98 | 1.38–2.85 | < 0.001* | 2.01 | 1.25–3.23 | 0.004* | 1.00 | 0.62–1.60 | 0.994 | 0.72 | 0.46–1.14 | 0.162 | 0.72 | 0.48–1.08 | 0.108 | 0.72 | 0.48–1.08 | 0.108 | 1.23 | 0.57–2.67 | 0.601 | 0.46 | 0.19–1.10 | 0.083 | 1.05 | 0.53–2.09 | 0.883 | |
Perception of government effectiveness | 1.19 | 1.02–1.38 | 0.024* | 0.61 | 0.34–1.08 | 0.088 | 0.87 | 0.41 ,1.88 | 0.728 | 0.80 | 0.37–1.74 | 0.570 | 1.17 | 0.73–1.87 | 0.511 | 1.13 | 0.79–1.61 | 0.496 | 1.12 | 0.71–1.78 | 0.626 | 0.85 | 0.53–1.36 | 0.498 | 0.99 | 0.63–1.55 | 0.961 | 0.67 | 0.45–0.99 | 0.047* | 0.67 | 0.45–0.99 | 0.047* | 1.59 | 0.71–3.57 | 0.259 | 0.76 | 0.31–1.85 | 0.550 | 1.08 | 0.56–2.07 | 0.828 | |
Warning patients if the surgeon is COVID-19 positive | 1.46 | 1.22–1.74 | < 0.001* | 0.82 | 0.43–1.59 | 0.564 | 1.34 | 0.52–3.44 | 0.548 | 1.76 | 0.67–4.65 | 0.255 | 1.10 | 0.65–1.87 | 0.709 | 0.57 | 0.37–0.88 | 0.010* | 0.87 | 0.49–1.54 | 0.633 | 0.55 | 0.32–0.96 | 0.037* | 0.88 | 0.52–1.49 | 0.629 | 0.58 | 0.37–0.91 | 0.017* | 0.58 | 0.37–0.91 | 0.017* | 5.23 | 1.20–22.83 | 0.028* | 0.96 | 0.33–2.79 | 0.940 | 0.50 | 0.25–0.99 | 0.048* |
COVID-19, coronavirus disease 2019; OR, odds ratio; CI, confidence interval; PPE, personal protective equipment.
All multivariate models were assessed using the same set of independent factors and included baseline demographics, practice-specific variables, and medical comorbidities. Renal disease and cancer were excluded from assessment due to low study prevalence.
Multivariate logistic regression was used to assess survey responses with simple binary outcomes where ordinal logistic regression was implemented for questions with ordinal scales.
Assessed survey responses |
Age |
Female sex |
Orthopaedics |
Neurosurgery |
Trauma |
Academic Practice |
Private practice |
Public/local practice |
Number of comorbidities |
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OR | 95% CI | p-value | OR | 95% CI | p-value | OR | 95% CI | p-value | OR | 95% CI | p-value | OR | 95% CI | p-value | OR | 95% CI | p-value | OR | 95% CI | p-value | OR | 95% CI | p-value | OR | 95% CI | p-value | ||
Reasons for COVID-19 testing | ||||||||||||||||||||||||||||
Personally tested for COVID-19 | 1.02 | 0.76–1.35 | 0.917 | 2.47 | 1.01–6.00 | 0.047* | 2.51 | 0.56–11.29 | 0.230 | 3.06 | 0.69–13.50 | 0.140 | 1.95 | 0.91–4.18 | 0.087 | 1.32 | 0.68–2.59 | 0.413 | 0.45 | 0.14–1.40 | 0.168 | 0.58 | 0.21–1.62 | 0.298 | 0.80 | 0.51–1.28 | 0.357 | |
Direct contact with COVID-19 positive patient | 1.05 | 0.72–1.51 | 0.804 | 0.78 | 0.20–3.02 | 0.723 | 0.31 | 0.03–3.37 | 0.339 | 0.39 | 0.04–4.13 | 0.432 | 1.64 | 0.50–5.31 | 0.412 | 1.11 | 0.42–2.94 | 0.830 | 1.86 | 0.48–7.22 | 0.368 | 1.85 | 0.54–6.29 | 0.328 | 0.70 | 0.38–1.28 | 0.244 | |
Prophylactic | 2.04 | 1.01–4.13 | 0.048* | 1.00 | 1.00–1.00 | - | 44.29 | 0.80–2446.18 | 0.064 | 57.56 | 1.10–3012.99 | 0.045* | 11.98 | 1.78–80.77 | 0.011* | 0.65 | 0.13–3.16 | 0.592 | 0.08 | 0.00–3.43 | 0.187 | 0.12 | 0.01–1.82 | 0.125 | 1.26 | 0.45–3.54 | 0.662 | |
Demonstrated symptoms | 0.81 | 0.57–1.15 | 0.246 | 1.59 | 0.45–5.61 | 0.472 | 1.56 | 0.19–12.63 | 0.677 | 1.24 | 0.15–9.89 | 0.842 | 0.41 | 0.12–1.39 | 0.154 | 0.84 | 0.34–2.09 | 0.710 | 0.88 | 0.24–3.26 | 0.849 | 0.69 | 0.21–2.30 | 0.549 | 0.99 | 0.57–1.73 | 0.971 | |
Ask to Be Tested | 0.98 | 0.47–2.05 | 0.954 | 2.82 | 0.25–32.26 | 0.405 | - | - | - | - | - | - | 1.00 | 1.00–1.00 | - | 2.11 | 0.22–20.13 | 0.516 | 1.00 | 1.00–1.00 | - | 3.79 | 0.27–53.95 | 0.326 | 2.70 | 0.98–7.41 | 0.054 | |
Current Stressors | ||||||||||||||||||||||||||||
Personal health | 1.12 | 0.97–1.29 | 0.123 | 0.73 | 0.39–1.35 | 0.313 | 0.60 | 0.27–1.34 | 0.211 | 0.70 | 0.31–1.57 | 0.387 | 1.11 | 0.70–1.77 | 0.647 | 0.95 | 0.67–1.36 | 0.795 | 0.77 | 0.49–1.21 | 0.259 | 1.27 | 0.79–2.03 | 0.320 | 1.32 | 1.07–1.63 | 0.009* | |
Family health | 1.18 | 0.96–1.44 | 0.114 | 0.29 | 0.15–0.57 | < 0.001* | 1.35 | 0.47–3.90 | 0.579 | 1.56 | 0.52–4.64 | 0.425 | 1.29 | 0.68–2.44 | 0.440 | 1.09 | 0.68–1.77 | 0.711 | 1.28 | 0.68–2.41 | 0.444 | 0.99 | 0.53–1.84 | 0.970 | 0.89 | 0.68–1.18 | 0.421 | |
Community health | 0.98 | 0.85–1.13 | 0.821 | 1.12 | 0.62–2.02 | 0.714 | 2.25 | 0.98–5.14 | 0.056 | 2.02 | 0.87–4.68 | 0.102 | 1.74 | 1.10–2.76 | 0.018* | 0.73 | 0.51–1.03 | 0.074 | 0.88 | 0.57–1.37 | 0.576 | 0.70 | 0.44–1.12 | 0.135 | 1.01 | 0.82–1.24 | 0.941 | |
Hospital capacity | 0.98 | 0.84–1.13 | 0.747 | 1.15 | 0.63–2.09 | 0.650 | 1.07 | 0.48–2.40 | 0.868 | 1.18 | 0.52–2.67 | 0.693 | 1.60 | 1.01–2.54 | 0.045* | 1.39 | 0.97–1.98 | 0.071 | 0.62 | 0.38–1.00 | 0.049* | 2.19 | 1.37–3.51 | 0.001* | 1.02 | 0.82–1.26 | 0.880 | |
Timeline to resume clinical practice | 0.94 | 0.81–1.08 | 0.358 | 1.44 | 0.80–2.60 | 0.227 | 1.04 | 0.47–2.29 | 0.917 | 0.95 | 0.43–2.11 | 0.898 | 0.96 | 0.61–1.52 | 0.876 | 0.94 | 0.66–1.33 | 0.721 | 1.11 | 0.72–1.72 | 0.640 | 0.71 | 0.44–1.14 | 0.160 | 0.83 | 0.68–1.03 | 0.087 | |
Government/leadership | 0.93 | 0.78–1.12 | 0.456 | 2.04 | 1.07–3.89 | 0.029* | 2.22 | 0.76–6.46 | 0.144 | 1.83 | 0.63–5.33 | 0.268 | 1.00 | 0.56–1.78 | 0.990 | 1.57 | 0.97–2.54 | 0.066 | 1.52 | 0.84–2.75 | 0.165 | 1.53 | 0.82–2.82 | 0.178 | 1.02 | 0.78–1.33 | 0.894 | |
Return to nonessential activities | 1.03 | 0.84–1.25 | 0.809 | 1.34 | 0.62–2.90 | 0.461 | 1.32 | 0.44–3.89 | 0.620 | 1.12 | 0.37–3.36 | 0.846 | 1.75 | 0.98–3.12 | 0.057 | 1.65 | 0.96–2.84 | 0.069 | 1.67 | 0.87–3.23 | 0.125 | 1.26 | 0.61–2.57 | 0.532 | 1.02 | 0.76–1.38 | 0.884 | |
Economic issues | 0.85 | 0.74–0.98 | 0.029* | 0.72 | 0.39–1.33 | 0.296 | 1.77 | 0.78–4.03 | 0.170 | 1.71 | 0.75–3.92 | 0.206 | 0.97 | 0.61–1.54 | 0.890 | 0.55 | 0.39–0.78 | 0.001* | 1.31 | 0.84–2.05 | 0.229 | 0.53 | 0.33–0.84 | 0.008* | 0.92 | 0.75–1.14 | 0.457 | |
Clinical Practice | ||||||||||||||||||||||||||||
Quarantine | 1.02 | 0.86–1.21 | 0.786 | 2.10 | 1.10–4.01 | 0.025* | 1.34 | 0.52–3.44 | 0.541 | 2.29 | 0.89–5.91 | 0.086 | 0.78 | 0.43–1.43 | 0.429 | 0.67 | 0.45–1.01 | 0.056 | 0.89 | 0.54–1.47 | 0.645 | 0.52 | 0.29–0.93 | 0.028* | 1.19 | 0.94–1.51 | 0.143 | |
Still performing elective surgery | 1.10 | 0.91–1.32 | 0.324 | 0.44 | 0.15–1.28 | 0.131 | 1.13 | 0.35–3.64 | 0.836 | 0.74 | 0.23–2.42 | 0.620 | 0.33 | 0.14–0.74 | 0.007* | 2.21 | 1.36–3.59 | 0.001* | 0.77 | 0.38–1.55 | 0.466 | 1.61 | 0.83–3.12 | 0.156 | 1.32 | 1.02–1.71 | 0.032* | |
Essential/emergency spine surgery | 0.92 | 0.74–1.14 | 0.453 | 0.51 | 0.24–1.12 | 0.096 | 1.41 | 0.45–4.35 | 0.555 | 2.15 | 0.66–7.00 | 0.202 | 0.75 | 0.39–1.44 | 0.392 | 2.37 | 1.35–4.18 | 0.003* | 0.76 | 0.42–1.38 | 0.364 | 0.82 | 0.44–1.54 | 0.539 | 0.91 | 0.68–1.24 | 0.558 | |
Advise against | 0.99 | 0.84–1.16 | 0.856 | 0.80 | 0.42–1.52 | 0.498 | 0.77 | 0.30–1.97 | 0.584 | 0.54 | 0.21–1.40 | 0.208 | 1.57 | 0.90–2.73 | 0.113 | 0.82 | 0.56–1.22 | 0.329 | 1.74 | 1.00–3.03 | 0.051 | 0.64 | 0.38–1.06 | 0.082 | 0.99 | 0.79–1.25 | 0.966 | |
Proceed with standard precautions | 1.07 | 0.89–1.30 | 0.393 | 0.26 | 0.08–0.88 | 0.065 | 1.10 | 0.39–3.10 | 0.691 | 1.47 | 0.52–4.21 | 0.308 | 1.63 | 0.93–2.87 | 0.247 | 0.95 | 0.60–1.51- | 0.946 | 0.63 | 0.32–1.21 | 0.090 | 1.37 | 0.76–2.47 | 0.242 | 0.96 | 0.73–1.27 | 0.879 | |
Absent during intubation/extubation | 0.83 | 0.72–0.97 | 0.059 | 0.72 | 0.39–1.34 | 0.767 | 0.84 | 0.36–1.96 | 0.961 | 0.89 | 0.38–2.10 | 0.927 | 1.03 | 0.64–1.65 | 0.611 | 1.27 | 0.88–1.83 | 0.139 | 1.06 | 0.66–1.70 | 0.850 | 1.20 | 0.73–1.95 | 0.222 | 0.78 | 0.62–0.97 | 0.060 | |
Additional PPE during surgery | 0.93 | 0.80–1.07 | 0.298 | 1.49 | 0.79–2.79 | 0.217 | 1.61 | 0.69–3.75 | 0.269 | 2.00 | 0.85–4.72 | 0.114 | 0.86 | 0.54–1.38 | 0.533 | 1.20 | 0.84 ,1.71 | 0.315 | 0.72 | 0.46–1.14 | 0.164 | 1.29 | 0.79–2.08 | 0.307 | 0.95 | 0.77–1.17 | 0.637 | |
% Telecommunication clinical visits/wk | 0.96 | 0.84–1.10 | 0.556 | 1.66 | 0.93–2.96 | 0.085 | 0.68 | 0.32–1.46 | 0.325 | 0.83 | 0.39–1.79 | 0.639 | 0.99 | 0.64–1.54 | 0.961 | 1.74 | 1.25–2.43 | 0.001* | 1.11 | 0.72–1.71 | 0.651 | 0.72 | 0.45–1.15 | 0.168 | 0.82 | 0.67–1.00 | 0.050* | |
Perceived impact in 1 year | ||||||||||||||||||||||||||||
No change | 1.09 | 0.90–1.33 | 0.375 | 0.70 | 0.30–1.65 | 0.417 | 1.00 | 0.35–2.92 | 0.994 | 1.16 | 0.39–3.42 | 0.792 | 0.97 | 0.51–1.84 | 0.936 | 1.53 | 0.90–2.59 | 0.118 | 1.44 | 0.75–2.78 | 0.278 | 2.67 | 1.43–5.00 | 0.002* | 0.96 | 0.72–1.27 | 0.771 | |
Heighted awareness of hygiene | 0.88 | 0.76–1.03 | 0.264 | 1.22 | 0.64–2.30 | 0.467 | 1.66 | 0.71–3.86 | 0.831 | 1.63 | 0.69–3.85 | 0.938 | 1.06 | 0.65–1.75 | 0.924 | 0.76 | 0.52–1.12 | 0.149 | 0.65 | 0.40–1.05 | 0.174 | 0.44 | 0.27–0.72 | 0.001* | 0.96 | 0.77–1.19 | 0.712 | |
Increase use of PPE | 0.92 | 0.79–1.07 | 0.486 | 0.97 | 0.52–1.81 | 0.880 | 0.85 | 0.37–1.95 | 0.697 | 1.24 | 0.53–2.88 | 0.670 | 1.07 | 0.66–1.75 | 0.694 | 0.68 | 0.47–0.98 | 0.099 | 0.50 | 0.31–0.80 | 0.011* | 0.62 | 0.38–1.01 | 0.110 | 1.22 | 0.98–1.52 | 0.083 | |
Ask patients to reschedule if sick | 1.13 | 0.97–1.32 | 0.066 | 0.99 | 0.52–1.87 | 0.950 | 0.84 | 0.37–1.94 | 0.816 | 0.99 | 0.42–2.30 | 0.950 | 1.32 | 0.81–2.15 | 0.198 | 0.99 | 0.67–1.44 | 0.929 | 1.00 | 0.62–1.62 | 0.923 | 1.10 | 0.67–1.81 | 0.724 | 1.08 | 0.87–1.34 | 0.624 | |
Increase nonoperative measures prior to surgery | 1.00 | 0.83–1.21 | 0.879 | 1.43 | 0.69–2.98 | 0.306 | 0.68 | 0.26–1.80 | 0.562 | 0.94 | 0.35–2.52 | 0.964 | 1.24 | 0.69–2.23 | 0.451 | 0.85 | 0.54–1.33 | 0.533 | 0.55 | 0.30–1.04 | 0.072 | 0.88 | 0.48–1.59 | 0.643 | 1.38 | 1.07–1.78 | 0.017 | |
Increase digital options for communication | 1.08 | 0.93–1.26 | 0.329 | 1.34 | 0.72–2.48 | 0.359 | 1.15 | 0.49–2.65 | 0.751 | 1.45 | 0.62–3.39 | 0.397 | 1.16 | 0.71–1.89 | 0.547 | 1.08 | 0.75–1.56 | 0.687 | 0.65 | 0.40–1.06 | 0.082 | 0.81 | 0.49–1.33 | 0.398 | 0.88 | 0.71–1.10 | 0.275 | |
Other Perceptions | ||||||||||||||||||||||||||||
Media perceptions | 1.01 | 0.88–1.16 | 0.868 | 0.60 | 0.34–1.06 | 0.078 | 0.58 | 0.28–1.20 | 0.142 | 0.76 | 0.36–1.60 | 0.470 | 1.30 | 0.84–2.01 | 0.242 | 1.16 | 0.84–1.62 | 0.369 | 1.27 | 0.83–1.93 | 0.273 | 1.17 | 0.75–1.82 | 0.497 | 1.12 | 0.92–1.37 | 0.247 | |
Perception of hospital effectiveness | 1.49 | 1.28–1.74 | < 0.001* | 0.62 | 0.34–1.12 | 0.115 | 1.60 | 0.68–3.77 | 0.283 | 1.27 | 0.53–3.04 | 0.592 | 1.26 | 0.77–2.06 | 0.362 | 1.99 | 1.39–2.85 | < 0.001* | 1.95 | 1.22–3.11 | 0.005* | 0.98 | 0.61–1.57 | 0.939 | 0.74 | 0.60–0.91 | 0.005* | |
Perception of government effectiveness | 1.14 | 0.99–1.32 | 0.073 | 0.62 | 0.35–1.10 | 0.105 | 0.89 | 0.42–1.92 | 0.770 | 0.84 | 0.39–1.82 | 0.653 | 1.19 | 0.75–1.90 | 0.467 | 1.15 | 0.81–1.63 | 0.449 | 1.13 | 0.71–1.78 | 0.608 | 0.87 | 0.55–1.39 | 0.572 | 0.93 | 0.76–1.14 | 0.483 | |
Warning patients if the surgeon is COVID-19 positive | 1.40 | 1.18–1.67 | < 0.001* | 0.87 | 0.45–1.67 | 0.676 | 1.33 | 0.52–3.40 | 0.549 | 1.83 | 0.70–4.79 | 0.220 | 1.20 | 0.71–2.01 | 0.503 | 0.57 | 0.38–0.88 | 0.010* | 0.93 | 0.52–1.64 | 0.792 | 0.57 | 0.33–0.99 | 0.047* | 0.74 | 0.58–0.93 | 0.010* |
All multivariate models were assessed using the same set of independent factors and included baseline demographics, practice, specific variables, and number of medical comorbidities.
Multivariate logistic regression was used to assess survey responses with simple binary outcomes where ordinal logistic regression was implemented for questions with ordinal scales.
COVID-19, coronavirus disease 2019; OR, odds ratio; CI, confidence interval; PPE, personal protective equipment.