A spatial modeling tool for community health risk assessment: a case study of type 2 diabetes patient nonadherence in Humboldt County, California
Graduation Date
2012
Document Type
Thesis
Program
Other
Program
Thesis (M.S.)--Humboldt State University, Natural Resources: Natural Resources Planning and Interpretation, emphasis GIS, 2011
Committee Chair Name
Steven J. Steinberg
Committee Chair Affiliation
HSU Faculty or Staff
Keywords
Tool, GIS, Humboldt State University -- Theses -- Natural Resources Planning and Interpretation, Health, Humboldt County, Diabetes
Abstract
A Geographic Information System (GIS) was used to build the Health Risk Tool, a decision support tool to model objective health risk. The model was developed using Esri ArcGIS 10.0 and Python 2.6. The tool allows users to customize and implement a dynamic health risk analysis model as a toolbox within the ArcGIS software environment. Users may specify the weights for each risk factor contributing to the model. The tool provides a scientifically-based model using consistent methodology to generate geospatially-explicit results and visualizations. These model outputs are useful to healthcare researchers, planners, and other professionals for prioritization of community health risk (in this case study, for the prioritization of type 2 diabetes patient nonadherence risk in Humboldt County).
Recommended Citation
Michaelis, Janene, "A spatial modeling tool for community health risk assessment: a case study of type 2 diabetes patient nonadherence in Humboldt County, California" (2012). Cal Poly Humboldt theses and projects. 2021.
https://digitalcommons.humboldt.edu/etd/2021
https://scholarworks.calstate.edu/concern/theses/zs25xb83x