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.
Authors
- Neal J. Wilson (ORCID: https://orcid.org/0000-0002-6380-9822)
- Ryan Allenbrand
- Kevin Kennedy (ORCID: https://orcid.org/0000-0003-3429-0467)
- Amy E. Roberts (ORCID: https://orcid.org/0000-0001-5827-8521)
- Elizabeth Friedman (ORCID: https://orcid.org/0000-0002-3740-635X)
- Stephen D. Simon (ORCID: https://orcid.org/0000-0002-0613-008X)
Institutions
- Children's Mercy Hospital (US)
- Mercy Hospital (US)
- University of Missouri–Kansas City (US)
Publication Details
- 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
- Field-Weighted Citation Impact
- 0.00