Public Health Application Comparing Multilevel Analysis with Logistic Regression: Immunization Coverage among Long-Term Care Facility Residents

When correlation of resident outcomes within nursing home facilities was not considered, statistically significant associations were likely due to residual correlation effects. To control the probability of type I error, epidemiologists evaluating public health data on nested populations should use methods that account for correlation among observations.