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Understanding handpump sustainability: Determinants of rural water source functionality in the Greater Afram Plains region of Ghana

机译:了解手泵的可持续性:加纳大阿夫拉姆平原地区农村水源功能的决定因素

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摘要

Safe drinking water is critical to human health and development. In rural sub‐Saharan Africa, most improved water sources are boreholes with handpumps; studies suggest that up to one third of these handpumps are nonfunctional at any given time. This work presents findings from a secondary analysis of cross‐sectional data from 1509 water sources in 570 communities in the rural Greater Afram Plains (GAP) region of Ghana; one of the largest studies of its kind. 79.4% of enumerated water sources were functional when visited; in multivariable regressions, functionality depended on source age, management, tariff collection, the number of other sources in the community, and the district. A Bayesian network (BN) model developed using the same data set found strong dependencies of functionality on implementer, pump type, management, and the availability of tools, with synergistic effects from management determinants on functionality, increasing the likelihood of a source being functional from a baseline of 72% to more than 97% with optimal management and available tools. We suggest that functionality may be a dynamic equilibrium between regular breakdowns and repairs, with management a key determinant of repair rate. Management variables may interact synergistically in ways better captured by BN analysis than by logistic regressions. These qualitative findings may prove generalizable beyond the study area, and may offer new approaches to understanding and increasing handpump functionality and safe water access.
机译:安全的饮用水对人类健康和发展至关重要。在撒哈拉以南非洲的农村地区,改善的水源最多的是带有手泵的钻孔。研究表明,在任何给定时间,多达三分之一的手泵无法正常工作。这项工作提出了对加纳大阿弗拉姆平原农村地区(GAP)570个社区的1509个水源的横截面数据进行二次分析的结果;这是同类研究中规模最大的研究之一。探访时有79.4%的列举的水源具有功能;在多变量回归中,功能取决于来源年龄,管理,收费标准,社区中其他来源的数量以及所在地区。使用相同数据集开发的贝叶斯网络(BN)模型发现,功能对实现者,泵类型,管理和工具的可用性有很强的依赖性,管理决定因素对功能有协同作用,从而增加了来源发挥作用​​的可能性使用最佳管理和可用工具可以将基准从72%提高到97%以上。我们建议功能可能是常规故障和维修之间的动态平衡,而管理是维修率的关键决定因素。管理变量可以通过BN分析比通过Logistic回归更好地捕捉到协同作用。这些定性发现可能被证明可以推广到整个研究领域之外,并且可以为理解和增加手泵功能和安全饮水提供新方法。

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