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陶瓷水过滤器干预措施可持续性建模。

Modeling the sustainability of a ceramic water filter intervention.

机构信息

Department of Civil and Environmental Engineering, University of Virginia, Thornton Hall, P.O. Box 400742, Charlottesville, VA 22904, USA.

Department of Civil and Environmental Engineering, University of Virginia, Thornton Hall, P.O. Box 400742, Charlottesville, VA 22904, USA.

出版信息

Water Res. 2014 Feb 1;49:286-99. doi: 10.1016/j.watres.2013.11.035. Epub 2013 Dec 3.

Abstract

Ceramic water filters (CWFs) are a point-of-use water treatment technology that has shown promise in preventing early childhood diarrhea (ECD) in resource-limited settings. Despite this promise, some researchers have questioned their ability to reduce ECD incidences over the long term since most effectiveness trials conducted to date are less than one year in duration limiting their ability to assess long-term sustainability factors. Most trials also suffer from lack of blinding making them potentially biased. This study uses an agent-based model (ABM) to explore factors related to the long-term sustainability of CWFs in preventing ECD and was based on a three year longitudinal field study. Factors such as filter user compliance, microbial removal effectiveness, filter cleaning and compliance declines were explored. Modeled results indicate that broadly defined human behaviors like compliance and declining microbial effectiveness due to improper maintenance are primary drivers of the outcome metrics of household drinking water quality and ECD rates. The model predicts that a ceramic filter intervention can reduce ECD incidence amongst under two year old children by 41.3%. However, after three years, the average filter is almost entirely ineffective at reducing ECD incidence due to declining filter microbial removal effectiveness resulting from improper maintenance. The model predicts very low ECD rates are possible if compliance rates are 80-90%, filter log reduction efficiency is 3 or greater and there are minimal long-term compliance declines. Cleaning filters at least once every 4 months makes it more likely to achieve very low ECD rates as does the availability of replacement filters for purchase. These results help to understand the heterogeneity seen in previous intervention-control trials and reemphasize the need for researchers to accurately measure confounding variables and ensure that field trials are at least 2-3 years in duration. In summary, the CWF can be a highly effective tool in the fight against ECD, but every effort should be made by implementing agencies to ensure consistent use and maintenance.

摘要

陶瓷水过滤器(CWF)是一种在资源有限的环境中用于预防儿童早期腹泻(ECD)的即用水处理技术,具有很大的应用潜力。尽管有这样的应用前景,但一些研究人员对 CWF 从长远来看降低 ECD 发生率的能力提出了质疑,因为迄今为止进行的大多数有效性试验持续时间不到一年,限制了它们评估长期可持续性因素的能力。大多数试验还存在缺乏盲法的问题,从而使试验结果可能存在偏倚。本研究使用基于主体的模型(ABM)来探索与 CWF 长期可持续性相关的因素,以预防 ECD,其研究基础是一项为期三年的纵向实地研究。研究人员探索了诸如过滤器使用者的遵从性、微生物去除效果、过滤器清洗和遵从性下降等因素。模型结果表明,广泛定义的人类行为,如因维护不当而导致的遵从性和微生物去除效果下降等,是家庭饮用水质量和 ECD 发生率等家庭用水质量和 ECD 发生率的主要驱动因素。该模型预测,陶瓷过滤器干预可以将两岁以下儿童的 ECD 发病率降低 41.3%。然而,三年后,由于维护不当导致过滤器微生物去除效果下降,平均每个过滤器几乎完全无法降低 ECD 的发病率。该模型预测,如果遵从率为 80-90%,过滤器对数减少效率为 3 或更高,并且不存在长期遵从性下降,那么 ECD 发病率就非常低。如果每四个月至少清洗一次过滤器,或者可以购买到替换过滤器,就更有可能实现非常低的 ECD 发病率。这些结果有助于理解先前干预对照试验中观察到的异质性,并再次强调研究人员需要准确测量混杂变量,并确保现场试验持续至少 2-3 年。总之,CWF 可以成为对抗 ECD 的一种非常有效的工具,但实施机构应尽最大努力确保其一致使用和维护。

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