This work aims to apply a new approach to support the formulation and structuring of health\ncare in Brazilian municipalities using concept maps and data mining. The analysis of the\nresults and conclusions can provide support for public policies through the determination of\nindicators of municipal performance in the future. Homogeneous clustering generates\nadequate sets for the application of benchmarking methods that compare data from several\ndecision-making units.
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