The paper makes a metric analysis of SCI papers on the Geographic Information System (GIS) and health in the database of Web of Science^TM Core Collection, makes statistics of the occurrence frequency of high-frequency subject headings in the same literature and generates a co-occurrence matrix. Upon cluster analysis of the matrix with SPSS and analysis of various literature contents, it obtains four main research hotspots.