Table 3.
Multivariate logistic regression of factors associated with pediatric imaging missed care opportunities
Characteristics | Initial multivariate model | Model with feature selection | ||||
---|---|---|---|---|---|---|
OR | 95% CI | P-value | OR | 95% CI | P-value | |
Developmental age group | ||||||
Infant (<2 years) | 1.0 | |||||
Toddler (3–5 years) | 1.4a | 1.1–1.9 | 0.02 | |||
Elementary school (6–12 years) | 1.2 | 1.0–1.6 | 0.08 | |||
Adolescent (>12 years) | 1.2 | 0.9–1.5 | 0.19 | |||
Race/ethnicity | ||||||
White | 1.0 | |||||
Black/African American | 2.0b | 1.5–2.7 | <0.001 | 1.9b | 1.4–2.5 | <0.001 |
Hispanic | 1.4a | 1.1–1.9 | 0.02 | |||
Asian | 1.1 | 0.7–1.8 | 0.63 | |||
Other | 1.2 | 0.9–1.7 | 0.26 | |||
Not recorded or declined | 1.3 | 0.8–2.0 | 0.28 | |||
Primary language | ||||||
English | 1.0 | |||||
Spanish | 1.08 | 0.7–1.6 | 0.73 | |||
Other | 0.82 | 0.6–1.1 | 0.20 | |||
Insurance type | ||||||
Commercial | 1.0 | |||||
Medicaid | 1.9b | 1.5–2.3 | <0.001 | 2.0b | 1.6–2.4 | <0.001 |
Self-pay | 2.1c | 1.2–3.5 | 0.007 | 2.1c | 1.3–3.6 | 0.004 |
Other | 2.5a | 1.2–5.2 | 0.01 | 2.7c | 1.3–5.4 | 0.007 |
Median household income of patient ZIP code | ||||||
$50,000–74,999 | 1.0 | |||||
$75,000–99,999 | 1.0 | 0.8–1.4 | 0.95 | 1.3b | 1.2–1.4 | <0.001 |
<$50,000 | 1.6b | 1.3–2.0 | <0.001 | 1.7b | 1.4–2.0 | <0.001 |
$100,000+ | 0.7a | 0.5–1.0 | 0.03 | 0.7a | 0.5–0.9 | 0.01 |
Site of imaging | ||||||
Main hospital campus | 1.0 | |||||
Free-standing imaging center | 0.8a | 0.6–1.0 | 0.02a | 0.7c | 0.6–0.9 | 0.003 |
Imaging modality | ||||||
CT | 1.0 | |||||
MRI | 0.2 | 0.0–3.0 | 0.26 | 0.4b | 0.3–0.5 | <0.001 |
Nuclear medicine | 1.4 | 0.9–2.2 | 0.19 | |||
Fluoroscopy | 2.0a | 1.2–3.3 | 0.01 | 1.5a | 1.1–2.2 | 0.03 |
Ultrasound | 0.8 | 0.1–10.2 | 0.83 | |||
Wait days | ||||||
<7 | 1.0 | |||||
7–21 | 2.6b | 2.0–3.4 | <0.001 | 2.7b | 2.1–3.5 | <0.001 |
>21 | 3.6b | 2.8–4.6 | <0.001 | 3.7b | 2.9–4.8 | <0.001 |
Radiation use during exams | ||||||
Without radiation | 1.0 | |||||
With radiation | 0.5 | 0.3–6.0 | 0.55 | |||
Sedation use during exams | ||||||
Without sedation | 1.0 | |||||
With sedation | 1.1 | 0.8–1.7 | 0.55 | |||
IV contrast use during exams | ||||||
Without contrast | 1.0 | |||||
With contrast | 1.2 | 0.9–1.7 | 0.17 |
CI confidence interval, OR odds ratio, ZIP Zone Improvement Plan
aP<0.05 is significant
bP<0.001 is significant
cP<0.01 is significant