title: Classifying local health departments on the basis of the constellation of services they provide.
abstract: OBJECTIVE
  We explored service variation among local health departments (LHDs) nationally to allow systematic characterization of LHDs by patterns in the constellation of services they deliver.
  
  
  METHODS
  We conducted latent class analysis by using categorical variables derived from LHD service data collected in 2008 for the National Profile of Local Health Departments Survey and before service changes resulting from the national financial crisis.
  
  
  RESULTS
  A 3-class solution produced the best fit for this data set of 2294 LHDs. The 3 configurations of LHD services depicted an interrelated set of narrow or limited service provision (limited), a comprehensive (core) set of key services provided, and a third class of core and expanded services (core plus), which often included rare services. The classes demonstrated high geographic variability and were weakly associated with expenditure quintile and urban or rural location.
  
  
  CONCLUSIONS
  This empirically derived view of how LHDs organize their array of services is a unique approach to categorizing LHDs, providing an important tool for research and a gauge to monitor how changes in LHD service patterns occur.
authors.affiliation: Betty Bekemeier is with the Department of Psychosocial and Community Health, University of Washington School of Nursing, Seattle. Athena Pantazis and Jerald R. Herting are with the Department of Sociology, University of Washington. Matthew D. Dunbar is with the Center for Studies in Demography and Ecology, University of Washington.
authors.forename: Betty
authors.initials: B
authors.lastname: Bekemeier
authors.forename: Athena
authors.initials: A
authors.lastname: Pantazis
authors.forename: Matthew D
authors.initials: MD
authors.lastname: Dunbar
authors.forename: Jerald R
authors.initials: JR
authors.lastname: Herting
mesh_terms: D006297:Health Services Accessibility; D006801:Humans; D009111:Local Government; D015980:Public Health Practice / Q000145:classification*; D011640:Public Policy; D014481:United States