Independent Variables: Measures of Environ mental Variability. We measured HMO penetration as the number of persons enrolled in HMO plans (allocated to metropolitan statistical area [MSA] counties within an HMO’s service area) divided by the total population of each MSA (Thorpe et al., 2001). We used a Herfindahl Hirschman Index (HHI) calculated on the basis of hospital