Zahran Sammy, McElmurry Shawn P, Sadler Richard C
Department of Economics, Colorado State University, Fort Collins, CO, United States.
Department of Civil & Environmental Engineering, Wayne State University, Detroit, MI, United States.
Environ Res. 2017 Aug;157:160-172. doi: 10.1016/j.envres.2017.05.028.
The Flint Water Crisis (FWC) is divisible into four phases of child water-lead exposure risk: Phase A) before the switch in water source to the Flint River (our baseline); Phase B) after the switch in water source, but before boil water advisories; Phase C) after boil water advisories, but before the switch back to the baseline water source of the Detroit Water and Sewerage Department (DWSD); and Phase D) after the switch back to DWSD. The objective of this work is to estimate water-lead attributable movements in child blood lead levels (BLLs) that correspond with the four phases in the FWC. With over 21,000 geo-referenced and time-stamped blood lead samples from children in Genesee County drawn from January 01, 2013 to July 19, 2016, we develop a series of quasi-experimental models to identify the causal effect of water-lead exposure on child BLLs in Flint. We find that the switch in water source (transitioning from phase A to B) caused mean BLLs to increase by about 0.5μg/dL, and increased the likelihood of a child presenting with a BLL ≥ 5μg/dL by a factor of 1.91-3.50, implying an additional 561 children exceeding 5μg/dL. We conservatively estimate cohort social costs (through lost earnings alone) of this increase in water-lead exposed children at $65 million, contrasted with expected annual savings of $2 million from switching water source. On the switch from Phase B to C, we find BLLs decreased about 50% from their initial rise following boil water advisories and subsequent water avoidance behaviors by households. Finally, the return to the baseline source water (Phase D) returned child BLLs to pre-FWC levels further implicating water-lead exposure as a causal source of child BLLs throughout the FWC.
弗林特水危机(FWC)可分为儿童水铅暴露风险的四个阶段:A阶段)在水源切换至弗林特河之前(我们的基线);B阶段)在水源切换之后,但在发布开水警告之前;C阶段)在发布开水警告之后,但在切换回底特律供水与污水处理部门(DWSD)的基线水源之前;以及D阶段)在切换回DWSD之后。这项工作的目的是估计与弗林特水危机四个阶段相对应的儿童血铅水平(BLL)中可归因于水铅的变化。利用2013年1月1日至2016年7月19日从杰纳西县儿童采集的21000多个带有地理参考和时间戳的血铅样本,我们开发了一系列准实验模型,以确定水铅暴露对弗林特儿童BLL的因果效应。我们发现,水源切换(从A阶段过渡到B阶段)导致平均BLL增加约0.5μg/dL,并使儿童BLL≥5μg/dL的可能性增加了1.91至3.50倍,这意味着另外有561名儿童超过5μg/dL。我们保守估计,水铅暴露儿童增加带来的队列社会成本(仅通过收入损失计算)为6500万美元,而切换水源预计每年节省200万美元。在从B阶段切换到C阶段时,我们发现BLL在发布开水警告以及随后家庭采取避免用水行为后,从最初的上升水平下降了约50%。最后,恢复到基线水源(D阶段)使儿童BLL恢复到弗林特水危机之前的水平,这进一步表明在整个弗林特水危机期间,水铅暴露是儿童BLL的一个因果来源。