Title :
Spatial data visualization in healthcare: supporting a facility location decision via GIS-based market analysis
Author :
Noon, Charles E. ; Hankins, Charles T.
Author_Institution :
Manage. Sci. Program, Tennessee Univ., Knoxville, TN, USA
Abstract :
As the business of healthcare continues to evolve, it is increasingly important for hospital systems to optimize the quality of capital investment decisions. Since proximity to services plays a major role in an individual´s choice of healthcare provider, decisions concerning facility location and function are crucial. The paper describes an application of spatial data visualization to support the decisions of locating and sizing a proposed Neonatal Intensive Care Unit (NICU) within a system´s network of rural hospitals. A geographic information system (GIS) was used to analyze publicly available and system-specific data. The discovered patterns of healthcare system market share and customer travel were key drivers in the decision-making process. The application provides a good example of using a spatial data mining tool as a powerful step in the knowledge discovery in databases (KDD) process.
Keywords :
data mining; data visualisation; decision support systems; facility location; geographic information systems; health care; medical information systems; visual databases; GIS based market analysis; KDD process; Neonatal Intensive Care Unit; capital investment decisions; customer travel; decision-making process; facility location; facility location decision support; geographic information system; healthcare; healthcare provider; healthcare system market share; hospital systems; knowledge discovery in databases; rural hospitals; spatial data mining tool; spatial data visualization; system-specific data; Data mining; Data visualization; Decision making; Geographic Information Systems; Hospitals; Information analysis; Investments; Medical services; Pediatrics; Spatial databases;
Conference_Titel :
System Sciences, 2001. Proceedings of the 34th Annual Hawaii International Conference on
Conference_Location :
Maui, HI, USA
Print_ISBN :
0-7695-0981-9
DOI :
10.1109/HICSS.2001.926573