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Targeting lead screening: The Ohio Lead Risk Score.
D Litaker1, C M Kippes, T E Gallagher
1Cuyahoga County Board of Health, Rainbow Babies and Childrens Hospital, Cleveland Clinic Foundation, Cleveland, Ohio 44195, USA. litaked@ccf.org
Pediatrics
|November 4, 2000
Summary
Identifying high-risk communities for childhood lead exposure is crucial. Older housing, Black residents, lower education, and rental occupancy predict higher blood lead levels (BPb), guiding targeted screening.
Area of Science:
- Environmental health
- Pediatric public health
- Epidemiology
Background:
- Annual blood lead (BPb) screening is recommended for children aged 2 years and younger in high-risk areas.
- Current methods for identifying high-risk areas lack specificity.
- Efficient methods are needed to identify risk factors for undue lead exposure in children using community variables.
Purpose of the Study:
- To develop an efficient method for identifying community-level risk factors for elevated blood lead levels (BPb) in children.
- To validate a predictive model for high-risk lead exposure areas.
Main Methods:
- Logistic regression was used for model development on one-half of the sample and validated on the remaining half.
- Census tract characteristics from 19 Ohio counties were analyzed for association with children's BPb test results.
- High-risk status was defined as census tracts with ≥12% of BPb test results ≥10 µg/dL.
Main Results:
- Data from 897 census tracts were analyzed.
- Increased risk for lead toxicity was associated with: ≥55% of houses built before 1950 (AOR: 10.9), ≥35% Black residents (AOR: 3.5), ≥35% with less than a high school education (AOR: 6.1), and ≥50% renter-occupied housing (AOR: 3.6).
- Model validation using ROC curves showed no significant differences in the second dataset.
Conclusions:
- Community characteristics, including housing age, race, education, and occupancy, effectively predict children's risk for lead toxicity.
- This approach can help focus lead screening efforts, particularly in areas with limited public health resources.
- The methodology may also assist in identifying community factors associated with other environmental public health hazards for children.