Distinct Areas (i.e., FSA) = 513 Individuals (Numerator) = 342 729 Population (Denominator) = 11 762 208 | Model I (Null model) | Model II (Model I + age, sex, and chronic conditions) | Model III (Model II + census-based area measures) |
---|---|---|---|
Intercept | 2.97 | 2.39 | 2.86 |
Individual Level | RR (95% CI) | RR (95% CI) | RR (95% CI) |
Age, yr | Â | Â | Â |
 20–34 |  | 2.24 (2.18–2.31) | 2.24 (2.18–2.31) |
 35–49 |  | 1.84 (1.79–1.89) | 1.84 (1.79–1.89) |
 50–64 |  | 1.65 (1.62–1.68) | 1.65 (1.62–1.68) |
 65–114 |  | 1.00 | 1.00 |
Sex (ref. male) |  | 1.00 (0.99–1.01) | 1.00 (0.99–1.01) |
Diabetes |  | 1.29 (1.27–1.32) | 1.29 (1.27–1.32) |
Hypertension |  | 1.09 (1.08–1.10) | 1.09 (1.08–1.10) |
COPD |  | 0.94 (0.92–0.96) | 0.94 (0.92–0.96) |
CHF |  | 1.20 (1.16–1.24) | 1.20 (1.16–1.24) |
Asthma |  | 1.03 (1.01–1.05) | 1.03 (1.01–1.05) |
FSA census-based variables | RR (95% CI) | RR (95% CI) | RR (95% CI) |
Household size |  |  | 1.83 (1.71–1.97) |
Proportion of people driving to work |  |  | 0.68 (0.65–0.71) |
Proportion of people in sales / service Jobs |  |  | 1.13 (1.06–1.21) |
Median after-tax income in 2015 |  |  | 0.96 (0.89–1.02) |
Level 2 (FSA) Variance of Random Effect | 0.61 | 0.58 | 0.29 |
Proportional change in variance (PCV) by the new model (%) | Reference | 4.92 | 52.46 |
Median Rate Ratio | 2.1 | 2.07 | 1.67 |
Median Rate Ratio attenuation (%) | Reference | 2.73 | 39.09 |
Model Fit Statistics | Â | Â | Â |
Deviance (-2 Log Likelihood) | 178298.7 | 159760.8 | 159427.7 |
Dispersion (Pearson Chi-Square / DF) | 1.27 | 1.04 | 1.04 |
AIC | 178302.7 | 159782.8 | 159457.7 |
BIC | 178311.1 | 159829.4 | 159521.3 |