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Impacts of Positional Error on Spatial Regression Analysis: A Case Study of Address Locations in Syracuse, New York

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Abstract:

Abstract

Positional error is the error produced by the discrepancy between reference and recorded locations. In urban landscapes, locations typically are obtained from global positioning systems or geocoding software. Although these technologies have improved the locational accuracy of georeferenced data, they are not error free. This error affects results of any spatial statistical analysis performed with a georeferenced dataset. In this paper we discuss the properties of positional error in an address matching exercise and the allocation of point locations to census geography units. We focus on the error's spatial structure, and more particularly on impacts of error propagation in spatial regression analysis. For this purpose we use two geocoding sources, we briefly describe the magnitude and the nature of their discrepancies, and we evaluate the consequences that this type of locational error has on a spatial regression analysis of pediatric blood lead data for Syracuse, NY. Our findings include: (1) the confirmation of the recurrence of spatial clustering in positional error at various geographic resolutions; and, (2) the identification of a noticeable but not shockingly large impact from positional error propagation in spatial auto-binomial regression analysis results for the dataset analyzed.

Keywords: Error Propagation; Geocoding; Parcel Map; Positional Error; Spatial Statistics

Document Type: Research Article

DOI: http://dx.doi.org/10.1111/j.1467-9671.2007.01067.x

Affiliations: 1: School of Economic, Political and Policy Sciences University of Texas at Dallas 2: Graduate School of Geography Clark University 3: Department of Geography and Regional Studies University of Miami 4: SUNY College of Environmental Science and Forestry 5: Upstate New York Specialist Environmental Consulting

Publication date: October 1, 2007

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