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Tools for Address Georeferencing – Limitations and Opportunities Every Public Health Professional Should Be Aware Of

Various address georeferencing (AG) tools are currently available. But little is known about the quality of each tool. Using data from the EPIPorto cohort we compared the most commonly used AG tools in terms of positional error (PE) and subjects' misclassification according to census tract soci...

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Autores principales: Ribeiro, Ana Isabel, Olhero, Andreia, Teixeira, Hugo, Magalhães, Alexandre, Pina, Maria Fátima
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4254921/
https://www.ncbi.nlm.nih.gov/pubmed/25469514
http://dx.doi.org/10.1371/journal.pone.0114130
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author Ribeiro, Ana Isabel
Olhero, Andreia
Teixeira, Hugo
Magalhães, Alexandre
Pina, Maria Fátima
author_facet Ribeiro, Ana Isabel
Olhero, Andreia
Teixeira, Hugo
Magalhães, Alexandre
Pina, Maria Fátima
author_sort Ribeiro, Ana Isabel
collection PubMed
description Various address georeferencing (AG) tools are currently available. But little is known about the quality of each tool. Using data from the EPIPorto cohort we compared the most commonly used AG tools in terms of positional error (PE) and subjects' misclassification according to census tract socioeconomic status (SES), a widely used variable in epidemiologic studies. Participants of the EPIPorto cohort (n = 2427) were georeferenced using Geographical Information Systems (GIS) and Google Earth (GE). One hundred were randomly selected and georeferenced using three additional tools: 1) cadastral maps (gold-standard); 2) Global Positioning Systems (GPS) and 3) Google Earth, single and in a batch. Mean PE and the proportion of misclassified individuals were compared. Google Earth showed lower PE than GIS, but 10% of the addresses were imprecisely positioned. Thirty-eight, 27, 16 and 14% of the participants were located in the wrong census tract by GIS, GPS, GE (batch) and GE (single), respectively (p<0.001). Misclassification according to SES was less frequent but still non-negligible −14.4, 8.1, 4.2 and 2% (p<0.001). The quality of georeferencing differed substantially between AG tools. GE seems to be the best tool, but only if prudently used. Epidemiologic studies using spatial data should start including information on the quality and accuracy of their georeferencing tools and spatial datasets.
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spelling pubmed-42549212014-12-11 Tools for Address Georeferencing – Limitations and Opportunities Every Public Health Professional Should Be Aware Of Ribeiro, Ana Isabel Olhero, Andreia Teixeira, Hugo Magalhães, Alexandre Pina, Maria Fátima PLoS One Research Article Various address georeferencing (AG) tools are currently available. But little is known about the quality of each tool. Using data from the EPIPorto cohort we compared the most commonly used AG tools in terms of positional error (PE) and subjects' misclassification according to census tract socioeconomic status (SES), a widely used variable in epidemiologic studies. Participants of the EPIPorto cohort (n = 2427) were georeferenced using Geographical Information Systems (GIS) and Google Earth (GE). One hundred were randomly selected and georeferenced using three additional tools: 1) cadastral maps (gold-standard); 2) Global Positioning Systems (GPS) and 3) Google Earth, single and in a batch. Mean PE and the proportion of misclassified individuals were compared. Google Earth showed lower PE than GIS, but 10% of the addresses were imprecisely positioned. Thirty-eight, 27, 16 and 14% of the participants were located in the wrong census tract by GIS, GPS, GE (batch) and GE (single), respectively (p<0.001). Misclassification according to SES was less frequent but still non-negligible −14.4, 8.1, 4.2 and 2% (p<0.001). The quality of georeferencing differed substantially between AG tools. GE seems to be the best tool, but only if prudently used. Epidemiologic studies using spatial data should start including information on the quality and accuracy of their georeferencing tools and spatial datasets. Public Library of Science 2014-12-03 /pmc/articles/PMC4254921/ /pubmed/25469514 http://dx.doi.org/10.1371/journal.pone.0114130 Text en © 2014 Ribeiro et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Ribeiro, Ana Isabel
Olhero, Andreia
Teixeira, Hugo
Magalhães, Alexandre
Pina, Maria Fátima
Tools for Address Georeferencing – Limitations and Opportunities Every Public Health Professional Should Be Aware Of
title Tools for Address Georeferencing – Limitations and Opportunities Every Public Health Professional Should Be Aware Of
title_full Tools for Address Georeferencing – Limitations and Opportunities Every Public Health Professional Should Be Aware Of
title_fullStr Tools for Address Georeferencing – Limitations and Opportunities Every Public Health Professional Should Be Aware Of
title_full_unstemmed Tools for Address Georeferencing – Limitations and Opportunities Every Public Health Professional Should Be Aware Of
title_short Tools for Address Georeferencing – Limitations and Opportunities Every Public Health Professional Should Be Aware Of
title_sort tools for address georeferencing – limitations and opportunities every public health professional should be aware of
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4254921/
https://www.ncbi.nlm.nih.gov/pubmed/25469514
http://dx.doi.org/10.1371/journal.pone.0114130
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