2018
DOI: 10.1001/jamapediatrics.2018.2382
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Effect of Residential Lead-Hazard Interventions on Childhood Blood Lead Concentrations and Neurobehavioral Outcomes

Abstract: IMPORTANCE Childhood lead exposure is associated with neurobehavioral deficits. The effect of a residential lead hazard intervention on blood lead concentrations and neurobehavioral development remains unknown. OBJECTIVE To determine whether a comprehensive residential lead-exposure reduction intervention completed during pregnancy could decrease residential dust lead loadings, prevent elevated blood lead concentrations, and improve childhood neurobehavioral outcomes. DESIGN, SETTING, AND PARTICIPANTS This lon… Show more

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Cited by 48 publications
(40 citation statements)
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References 30 publications
(79 reference statements)
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“…Regarding the intervention, a Cochrane review found that “dust control interventions may lead to little or no difference in blood lead levels” but that “the quality of evidence was moderate to low, meaning that future research is likely to change these results.” 26 (p2) More recently, results of a randomized clinical trial in Cincinnati, Ohio, were reported. 27 Overall, a comprehensive residential intervention did not result in significant BLL reductions or neurobehavioral improvements, albeit in a population with relatively low BLLs (>5 μg/dL in 3% of control group). Significant BLL reductions were, however, documented among the higher-risk non-Hispanic Black subpopulation (>5 μg/dL in 6% of control group), and the authors concluded that the “intervention may be more effective among high-risk populations.” 27 (p941) Our findings show that a machine learning prediction model can identify such a high-risk subpopulation (BLL ≥ 6μg/dL in 16% of the 5% at highest risk).…”
Section: Discussionmentioning
confidence: 79%
“…Regarding the intervention, a Cochrane review found that “dust control interventions may lead to little or no difference in blood lead levels” but that “the quality of evidence was moderate to low, meaning that future research is likely to change these results.” 26 (p2) More recently, results of a randomized clinical trial in Cincinnati, Ohio, were reported. 27 Overall, a comprehensive residential intervention did not result in significant BLL reductions or neurobehavioral improvements, albeit in a population with relatively low BLLs (>5 μg/dL in 3% of control group). Significant BLL reductions were, however, documented among the higher-risk non-Hispanic Black subpopulation (>5 μg/dL in 6% of control group), and the authors concluded that the “intervention may be more effective among high-risk populations.” 27 (p941) Our findings show that a machine learning prediction model can identify such a high-risk subpopulation (BLL ≥ 6μg/dL in 16% of the 5% at highest risk).…”
Section: Discussionmentioning
confidence: 79%
“…4 For example, a randomized controlled trial found that among non-Hispanic black children, blood lead concentrations were 31% lower (95% CI, À50% to À5%; P = .02) in the intervention group than the control group. 5 The Task Force failed to include this and dozens of other studies showing significant reductions in blood and dust lead levels following screening and hazard control, including a large-scale study of 14 jurisdictions and nearly 3000 housing units. 6 Historically, clinicians have appropriately ignored the Task Force's previous recommendations in this area because their review is viewed as flawed and incomplete.…”
Section: Resultsmentioning
confidence: 99%
“…There is considerable scope for testing the effectiveness of a more participatory approach, because educational interventions have been shown to reduce child BLL but are not always effective (Hilts et al, 1998). Reducing indoor dust-Pb loading, has also been connected to decreases in child BLL, especially at higher BLLs (Braun et al, 2018;Haynes et al, 2002), although it appears there are diminishing returns at lower BLL (Braun et al, 2018;Haynes et al, 2002). Reducing indoor dust-Pb loading, has also been connected to decreases in child BLL, especially at higher BLLs (Braun et al, 2018;Haynes et al, 2002), although it appears there are diminishing returns at lower BLL (Braun et al, 2018;Haynes et al, 2002).…”
Section: Implications For Parents Collecting Environmental Data To Rementioning
confidence: 99%
“…Covering, or replacing, high-Pb soil with clean soil has also been shown to reduce child BLLs (Laidlaw et al, 2017;Lanphear et al, 2003;von Lindern et al, 2003). Reducing indoor dust-Pb loading, has also been connected to decreases in child BLL, especially at higher BLLs (Braun et al, 2018;Haynes et al, 2002), although it appears there are diminishing returns at lower BLL (Braun et al, 2018;Haynes et al, 2002).…”
Section: Implications For Parents Collecting Environmental Data To Rementioning
confidence: 99%