Department of Civil and Environmental Engineering, The University of Virginia, VA, USA.
Environ Sci Technol. 2012 Dec 18;46(24):13512-20. doi: 10.1021/es3038966. Epub 2012 Dec 6.
Researchers have long studied the causes and prevention strategies of poor household water quality and early childhood diarrhea using intervention-control trials. Although the results of such trails can lead to useful information, they do not capture the complexity of this natural/engineered/social system. We report on the development of an agent-based model (ABM) to study such a system in Limpopo, South Africa. The study is based on four years of field data collection to accurately capture essential elements of the communities and their water contamination chain. An extensive analysis of those elements explored behaviors including water collection and treatment frequency as well as biofilm buildup in water storage containers, source water quality, and water container types. Results indicate that interventions must be optimally implemented in order to see significant reductions in early childhood diarrhea (ECD). Household boiling frequency, source water quality, water container type, and the biofilm layer contribution were deemed to have significant impacts on ECD. Furthermore, concurrently implemented highly effective interventions were shown to reduce diarrhea rates to very low levels even when other, less important practices were suboptimal. This technique can be used by a variety of stakeholders when designing interventions to reduce ECD incidences in similar settings.
研究人员长期以来一直使用干预对照试验研究不良家庭水质和幼儿腹泻的原因和预防策略。尽管这些试验的结果可以提供有用的信息,但它们并不能捕捉到这个自然/工程/社会系统的复杂性。我们报告了一种基于代理的模型(ABM)的开发,以研究南非林波波省的这样一个系统。该研究基于四年的实地数据收集,以准确捕捉社区及其水污染链的基本要素。对这些要素的广泛分析探讨了包括水收集和处理频率以及储水容器中生物膜的形成、水源水质和水容器类型在内的行为。结果表明,为了显著降低幼儿腹泻(ECD)的发病率,干预措施必须得到最佳实施。家庭煮沸频率、水源水质、水容器类型和生物膜层的贡献被认为对 ECD 有重大影响。此外,即使其他不太重要的做法不太理想,同时实施非常有效的干预措施也可以将腹泻率降低到非常低的水平。当在类似环境中设计干预措施以降低 ECD 发生率时,这种技术可以被各种利益相关者使用。