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Georgia Southern University

Evaluating the Efficacy of a Childhood Lead Poisoning Risk Model as an Accurate Predictor of Lead Exposure

Abstract

dc:description.abstract

<p>Lead poisoning is a significant public health problem with paint from old housing exposing thousands of children and leading to negative health and social outcomes. Identifying the highest risk children exposed to lead is important to public health agencies. The purpose of this study was to evaluate and assess the efficacy of a new geographically-based lead risk model that when combined with a child's physical address, predicts the extent of a child's risk of lead poisoning on a numeric risk scale. This model is unique because it calculates risk at the address level from parcel attributes of age and type of housing (rental or owner-occupied) combined and adjusted with historic blood lead surveillance data to create a final predictive risk map. If found efficacious, the model would assist lead poisoning prevention programs in being more cost effective by creating a verified approach for targeting prevention efforts. To assess the models efficacy, a pilot study was conducted using three years (N=2429) of blood lead records from Macon-Bibb County, which has the second highest prevalence rate of lead exposure in Georgia. Physical addresses obtained from the blood lead records were geocoded and assigned a risk by the model. The predictive risk was compared to blood lead results and statistically analyzed to determine if risk increased with increased blood lead results. Results demonstrated the risk model accurately estimated risk when compared to blood lead levels with statistical significance. This model can be used to target the highest risk homes and children for public health interventions and to identify low risk Medicaid children for exemption from lead testing.</p>

Degree

thesis:*
Name thesis:degree_name
Doctor of Public Health in Community Health Behavior and Education (Dr.P.H.)
Level thesis:degree_level
Dissertation (open access)
Discipline thesis:degree_discipline
Jiann-Ping Hsu College of Public Health
Year dc:date.available
2013

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Rustin, Christopher R.
Contributors dc:contributor
  • John Luque
  • Robert Vogel

Subjects

dc:subject × 5

Identifiers

dc:identifier.*
Repository record dc:identifier
https://digitalcommons.georgiasouthern.edu/etd/48
OAI identifier oai:identifier
oai:digitalcommons.georgiasouthern.edu:etd-1048

Chain of custody

source
Harvested from
Georgia Southern University
Base URL
digitalcommons.georgiasouthern.edu/do/oai/
Last updated
2026-07-24
Source record
OAI-PMH GetRecord
citation

Rustin, Christopher R.. Evaluating the Efficacy of a Childhood Lead Poisoning Risk Model as an Accurate Predictor of Lead Exposure. Dissertation (open access) thesis, 2013. https://digitalcommons.georgiasouthern.edu/etd/48