title: Mapping and visualizing the location HIV service providers: an exploratory spatial analysis of Toronto neighborhoods.
abstract: Efforts have been made to identify, reduce and ultimately eliminate health disparities, yet variation in access to health services continues to be an important concern. As with large American cities, Toronto has been particularly hard hit by the AIDS epidemic, representing 68% of Ontario's HIV diagnoses (Health Canada, 2000). The accessibility of healthcare in terms of the geographic location and spatial distribution of health services are important factors in healthcare utilization. In this descriptive paper we map the location of HIV-related services and use exploratory spatial data analysis to visualize and examine the distribution of HIV service providers. In examining the location of HIV service providers we map the minimum distance to the nearest service provider. Our analyses also map and analyze five separate categories of HIV-related services. These include: (1) Diagnostic and preventive services; (2) Health and social services for initial HIV diagnosis; (3) Emotional and social support; (4) Emergency services; and (5) Medical and end-of-life services. While our findings point to significant clustering of some types of HIV-related services (such as emergency and preventive services), other services are more evenly distributed across Toronto (this includes medical and end-of-life services). Our findings point to the need for policy makers and researchers to integrate mapping, GIS and spatial analytic techniques into their analyses of the neighborhoods and subsequently the populations in those neighborhoods that are underserved in terms of accessibility of some categories of HIV-related services.
authors.affiliation: Department of Health Management and Informatics, University of Missouri-Columbia, 324 Clark Hall, Columbia, MO 65211, USA.
authors.forename: Christopher
authors.initials: C
authors.lastname: Fulcher
authors.forename: Catherine
authors.initials: C
authors.lastname: Kaukinen
mesh_terms: D003153:Community Health Services / Q000458:organization & administration / Q000592:standards / Q000600:supply & distribution*; D015658:HIV Infections / Q000628:therapy*; D006297:Health Services Accessibility / Q000592:standards* / Q000706:statistics & numerical data; D006801:Humans; D008377:Maps as Topic; D009864:Ontario; D019037:Urban Health Services / Q000458:organization & administration / Q000592:standards / Q000600:supply & distribution*