ArticleEnvironmental science and pollution research international2014
Bayesian importance parameter modeling of misaligned predictors: soil metal measures related to residential history and intellectual disability in children.
Article in Environmental science and pollution research international, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 2 of them syntheses that pooled it.
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Who cites it
6 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- A systematic review of the biological, social, and environmental determinants of intellectual disability in children and adolescents.Frontiers in psychiatry · 2022Pooled it
- Prenatal, Perinatal and Neonatal Risk Factors for Intellectual Disability: A Systemic Review and Meta-Analysis.PloS one · 2016Pooled it
- Prenatal ozone exposure and risk of intellectual disability.Journal of exposure science & environmental epidemiology · 2026Article
- Disparities in Toxic Chemical Exposures and Associated Neurodevelopmental Outcomes: A Scoping Review and Systematic Evidence Map of the Epidemiological Literature.Environmental health perspectives · 2023Article
- Trimester-specific ambient PMEnvironmental research · 2023Article
- Associations between estimates of perinatal industrial pollution exposures and intellectual disability in Utah children.The Science of the total environment · 2022Article
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Authors and funding
5 authors.
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Abstract
In this paper, we propose a novel spatial importance parameter hierarchical logistic regression modeling approach that includes measurement error from misalignment. We apply this model to study the relationship between the estimated concentration of soil metals at the residence of mothers and the development of intellectual disability (ID) in their children. The data consist of monthly computerized claims data about the prenatal experience of pregnant women living in nine areas within South Carolina and insured by Medicaid during January 1, 1996 and December 31, 2001 and the outcome of ID in their children during early childhood. We excluded mother-child pairs if the mother moved to an unknown location during pregnancy. We identified an association of the ID outcome with arsenic (As) and mercury (Hg) concentration in soil during pregnancy, controlling for infant sex, maternal race, mother's age, and gestational weeks at delivery. There is some indication that Hg has a slightly higher importance in the third and fourth months of pregnancy, while As has a more uniform effect over all the months with a suggestion of a slight increase in risk in later months.
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