BMJ · 1994 · 130 citations · 8 references
Public AffairsHealth PolicyHealth Services AdministrationHealth Care FinancingHealth Policy AnalysisHealth Services ResearchHealth Care UtilizationHealth Services UtilizationHealthcare Service UtilizationHealthcare UtilizationHospital Resource UtilizationResource Use MeasurementHealth Care Resource Use MeasurementHealth Service Needs AssessmentHospital Resource UseMultilevel RegressionPopulation Health Needs AssessmentPopulation Needs AssessmentTwo-stage Least SquaresTwo-stage Least Squares Regression
Every year about 22 billion pounds is allocated to health authorities for hospital and community services in England. The distribution of most of these funds is based on a formula developed to reflect the population's needs, but the existing formula has been criticised on several grounds. This paper describes the development of a method to determine the health needs for small geographical areas. Data from the hospital episodes statistics and 1991 census together with information on vital statistics and supply of health care facilities were used in the model. Two stage least squares regression was used to identify true indicators of need, and these were entered into a multilevel model to take account of variations in practice in different health authorities. The resulting formula should be more statistically robust and more sensitive to needs than previous approaches.
8
Urban and regional models in geography and planning
Transportation Research · 1975 · 580 citations
Physician-induced demand for surgery
Jerry Cromwell, Janet B. Mitchell · Journal of Health Economics · 1986 · 261 citations