The links between socio-economic, demographic and geographic variables and the urban spatial patterns of hospital morbidity are examined by means of cartographic and quantitative analysis. A socio-economic index emerged overwhelmingly in most cases as the key explanatory factor. However, the variables most associated with mental illness are population density and accessibility to hospital whereas in the case of pregnancy and childbirth complications, the geographic mobility could be considered as factor of explanation.