Visualizing Parcel-Level Lead Risk Using an Exterior Housing-Based Index

Pediatric lead poisoning remains a persistent public health problem. Children in the US spend the preponderance of their time at home; thus, housing is an important social determinant of health. Improving health outcomes derived from housing-based sources involves differentiating the risks posed by the existing housing stock. In this paper, we developed a parcel-level lead risk index (LRI) based on external housing conditions and the year of home construction. The purpose of this study was to introduce a housing-based lead risk index (LRI), developed using retrospective data, to estimate parcel-by-parcel variation in housing-based lead risk. We described how the LRI is constructed, relate it to the likelihood of a pediatric occupant's blood lead level (BLL) > 3.5 µg/dL using Lasso regression (<i>n</i> = 6589), visualized this relationship graphically, and mapped the outcome. We found that mapping the LRI provided more information at a more precise geographic level than was possible using other public health surveillance methods.

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Journal
International Journal of Environmental Research and Public Health
Published
2024-12-27
DOI
https://doi.org/10.3390/ijerph22010016
Primary Topic
Heavy Metal Exposure and Toxicity
Type
article
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article

Visualizing Parcel-Level Lead Risk Using an Exterior Housing-Based Index

Neal J. Wilson, Ryan Allenbrand, Kevin Kennedy, Amy E. Roberts et al.
International Journal of Environmental Research and Public Health
Heavy Metal Exposure and Toxicity
article

Visualizing Parcel-Level Lead Risk Using an Exterior Housing-Based Index

Neal J. Wilson, Ryan Allenbrand, Kevin Kennedy, Amy E. Roberts, Elizabeth Friedman, Stephen D. Simon
article en

Abstract

Pediatric lead poisoning remains a persistent public health problem. Children in the US spend the preponderance of their time at home; thus, housing is an important social determinant of health. Improving health outcomes derived from housing-based sources involves differentiating the risks posed by the existing housing stock. In this paper, we developed a parcel-level lead risk index (LRI) based on external housing conditions and the year of home construction. The purpose of this study was to introduce a housing-based lead risk index (LRI), developed using retrospective data, to estimate parcel-by-parcel variation in housing-based lead risk. We described how the LRI is constructed, relate it to the likelihood of a pediatric occupant's blood lead level (BLL) > 3.5 µg/dL using Lasso regression (<i>n</i> = 6589), visualized this relationship graphically, and mapped the outcome. We found that mapping the LRI provided more information at a more precise geographic level than was possible using other public health surveillance methods.

International Journal of Environmental Research and Public HealthVol. 22(1)
Children's Mercy Hospital (US), Mercy Hospital (US), University of Missouri–Kansas City (US)
Sustainable cities and communities
Openalex Percentile: Top 65%
Heavy Metal Exposure and Toxicity
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Visualizing Parcel-Level Lead Risk Using an Exterior Housing-Based Index — Neal J. Wilson, Ryan Allenbrand, et al. · International Journal of Environmental Research and Public Health (2024) | TGRS Research Map | TGRS