Attributed variation within multilevel models of practices nested within CCGs
Outcome variable | Covariates | R2 | ICC | AIC | ||
Total | Fixed | Random | ||||
Multilevel linear regression | ||||||
Standardised 2WWRR | None | 0.209 | 0 | 0.209 | 0.209 | 58 954 |
Multilevel Poisson regression (primary analysis) | ||||||
Detection rate | None | 0.435 | 0 | 0.435 | 0.421 | 46 077 |
Detection rate | a | 0.477 | 0.140 | 0.338 | 0.379 | 45 276 |
Detection rate | a+b | 0.492 | 0.178 | 0.314 | 0.369 | 44 848 |
Multilevel poisson regression (secondary analysis) | ||||||
Detection rate | c | 0.496 | 0.122 | 0.375 | 0.413 | 45 437 |
Detection rate | c+d | 0.492 | 0.129 | 0.36 | 0.403 | 45 277 |
Detection rate | c+d+e+f | 0.477 | 0.154 | 0.323 | 0.368 | 44 972 |
Covariates: a=standardised 2WWRR; b=(standardised 2WWRR) 2; c=specificity; d=(specificity) 2 ;e=proportion patients aged 65+ years and index of multiple deprivation.
AIC, Aikake information criterion; CCG, Clinical Commissioning Group; ICC, intraclass correlation coefficient; 2WWRR, 2-week wait referral rate.