Table 2.
Univariate1 |
Univariate (unadjusted)2 |
Multivariate (adjusted)3 |
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---|---|---|---|---|---|---|---|
Sig. | RR Ratio | Confidence Interval | Sig. | RR Ratio | Confidence Interval | Sig. | |
Methods of coping with stress and anxiety related to the outbreak (selected vs not selected) | |||||||
No coping needed | <0.01 | 0.35 | 0.28–0.44 | <0.01 | 0.4 | 0.3–0.53 | <0.01⁎ |
Talking with friends | <0.01 | 1.19 | 1.1–1.29 | <0.01 | 1.02 | 0.93–1.12 | 0.62 |
Spending time with family | <0.01 | 1.25 | 1.13–1.39 | <0.01 | 1.04 | 0.92–1.18 | 0.51 |
Television | <0.01 | 1.14 | 1.01–1.28 | 0.03 | 0.98 | 0.89–1.08 | 0.69 |
Anticipated effect on clinical practice 1 year from now (selected vs not selected) | |||||||
No change | <0.01 | 0.83 | 0.71–0.97 | 0.02 | 0.96 | 0.84–1.1 | 0.58 |
Increased usage of PPE | 0.01 | 1.13 | 1.01–1.26 | 0.03 | 1.04 | 0.96–1.12 | 0.35 |
Have patients reschedule if they feel sick | 0.04 | 1.13 | 1.02–1.24 | 0.02 | 1.09 | 1–1.18 | 0.06 |
Perception of your medical center's ability to handle future public health concerns | |||||||
Negatively impacted vs no impact | <0.01 | 1.27 | 1.17–1.38 | <0.01 | 1.06 | 0.96–1.17 | 0.26 |
Positively impacted vs no impact | 1.02 | 0.92–1.13 | 0.68 | 1.06 | 0.97–1.15 | 0.19 | |
Gender | |||||||
Female vs male | <0.01 | 1.23 | 1.08–1.4 | <0.01 | 1.11 | 1.01–1.23 | 0.04 |
Likert scale: I feel adequately equipped with knowledge for interpreting COVID-19 imaging (1 = strongly disagree, 5 = strongly agree) | |||||||
2 vs 1 | <0.01 | 1.14 | 0.85–1.53 | 0.4 | 1.3 | 1.05–1.62 | 0.02 |
3 vs 1 | 1.01 | 0.78–1.32 | 0.91 | 1.22 | 0.96–1.53 | 0.1 | |
4 vs 1 | 0.97 | 0.7–1.36 | 0.88 | 1.26 | 0.96–1.66 | 0.09 | |
5 vs 1 | 0.84 | 0.63–1.11 | 0.21 | 1.11 | 0.86–1.44 | 0.41 | |
My medical center has adequate personal protective equipment for patients (yes, no, I don't know) | |||||||
I don't know vs no | 0.01 | 0.88 | 0.79–0.97 | 0.01 | 0.96 | 0.85–1.09 | 0.52 |
Yes vs no | 0.8 | 0.73–0.89 | <0.01 | 0.9 | 0.81–0.99 | 0.04 | |
My medical center has adequate personal protective equipment for staff (Yes, No, I don't know) | |||||||
I don't know vs no | 0.02 | 0.82 | 0.71–0.96 | 0.01 | 0.86 | 0.7–1.06 | 0.16 |
Yes vs no | 0.83 | 0.77–0.9 | <0.01 | 1.01 | 0.9–1.14 | 0.83 | |
Main setting of practice (selected vs not selected) | |||||||
Teleradiology | <0.01 | 0.76 | 0.62–0.94 | <0.01 | 0.87 | 0.73–1.04 | 0.13 |
Likert scale: My medical center has adequate strategies in place to control the spread of COVID-19 (1 = strongly disagree, 5 = strongly agree) | |||||||
2 vs 1 | <0.01 | 1.02 | 0.85–1.21 | 0.87 | 1.04 | 0.91–1.18 | 0.57 |
3 vs 1 | 0.91 | 0.79–1.06 | 0.22 | 1.01 | 0.85–1.21 | 0.89 | |
4 vs 1 | 0.82 | 0.68–0.98 | 0.03 | 0.95 | 0.79–1.15 | 0.6 | |
5 vs 1 | 0.71 | 0.59–0.85 | <0.01 | 0.95 | 0.77–1.18 | 0.65 | |
Top 3 stressors in relation to the outbreak (selected vs not selected) | |||||||
Personal health | <0.01 | 0.48 | 0.38–0.59 | <0.01 | 1.23 | 1.13–1.34 | <0.01⁎ |
Family health | <0.01 | 0.59 | 0.49–0.72 | <0.01 | 1.06 | 0.96–1.17 | 0.27 |
Ability of my hospital/department to manage the outbreak | <0.01 | 1.19 | 1.1–1.29 | <0.01 | 1.1 | 1.03–1.18 | <0.01⁎ |
Suspension of non-essential activities | <0.01 | 0.73 | 0.62–0.85 | <0.01 | 0.82 | 0.72–0.94 | <0.01⁎ |
Clinical work directly related to COVID-19 | 0.03 | 1.14 | 1.04–1.24 | <0.01 | 1.02 | 0.95–1.09 | 0.59 |
Likert scale: My medical center is prepared for surge potential and increased imaging demand (1 = strongly disagree, 5 = strongly agree) | |||||||
2 vs 1 | <0.01 | 0.9 | 0.75–1.1 | 0.3 | 1.01 | 0.87–1.16 | 0.91 |
3 vs 1 | 0.91 | 0.79–1.06 | 0.22 | 1.05 | 0.92–1.2 | 0.44 | |
4 vs 1 | 0.82 | 0.69–0.96 | 0.02 | 1.04 | 0.87–1.24 | 0.67 | |
5 vs 1 | 0.69 | 0.59–0.8 | <0.01 | 0.96 | 0.77–1.19 | 0.69 | |
Likert scale: My medical center has successfully implemented teleradiology (1 = strongly disagree, 5 = strongly agree) | |||||||
2 vs 1 | <0.01 | 1.09 | 0.94–1.28 | 0.25 | 1.11 | 0.99–1.25 | 0.08 |
3 vs 1 | 0.93 | 0.8–1.09 | 0.37 | 1.02 | 0.92–1.13 | 0.66 | |
4 vs 1 | 1.02 | 0.9–1.17 | 0.72 | 1.08 | 0.97–1.21 | 0.16 | |
5 vs 1 | 0.85 | 0.73–0.99 | 0.03 | 1.06 | 0.95–1.18 | 0.33 | |
Do you have easy access to COVID-19 testing? | |||||||
I don't know vs no | 0.01 | 1.02 | 0.91–1.13 | 0.76 | 1.07 | 0.99–1.15 | 0.1 |
Yes vs no | 0.89 | 0.8–1 | 0.06 | 0.95 | 0.86–1.04 | 0.24 | |
COVID-19 cumulative cases by State | |||||||
Standardized COVID-19 count/100 | 1.15 | 1.07–1.23 | <0.01 | 1.11 | 1.02–1.21 | 0.01 |
These covariates were significant using a cut-off p-value of <0.01.
P value from descriptive statistics without considering the hierarchical data structure of radiologists clustered by state.
Unadjusted: from univariate hierarchical model.
Adjusted: from multivariate hierarchical model.