Environmental Sustainability & Health Institute, Technological University Dublin, Dublin, Ireland.
Irish Centre for Research in Applied Geosciences (iCRAG), University College Dublin, Dublin, Ireland.
Risk Anal. 2023 Aug;43(8):1599-1626. doi: 10.1111/risa.14021. Epub 2022 Sep 16.
Complex, multihazard risks such as private groundwater contamination necessitate multiannual risk reduction actions including seasonal, weather-based hazard evaluations. In the Republic of Ireland (ROI), high rural reliance on unregulated private wells renders behavior promotion a vital instrument toward safeguarding household health from waterborne infection. However, to date, pathways between behavioral predictors remain unknown while latent constructs such as extreme weather event (EWE) risk perception and self-efficacy (perceived behavioral competency) have yet to be sufficiently explored. Accordingly, a nationwide survey of 560 Irish private well owners was conducted, with structural equation modeling (SEM) employed to identify underlying relationships determining key supply management behaviors. The pathway analysis (SEM) approach was used to model three binary outcomes: information seeking, post-EWE action, and well testing behavior. Upon development of optimal models, perceived self-efficacy emerged as a significant direct and/or indirect driver of all three behavior types-demonstrating the greatest indirect effect (β = -0.057) on adoption of post-EWE actions and greatest direct (β = 0.222) and total effect (β = 0.245) on supply testing. Perceived self-efficacy inversely influenced EWE risk perception in all three models but positively influenced supply awareness (where present). Notably, the presence of a vulnerable (infant and/or elderly) household member negatively influenced adoption of post-EWE actions (β = -0.131, p = 0.016). Results suggest that residential and age-related factors constitute key demographic variables influencing risk mitigation and are strongly mediated by cognitive variables-particularly self-efficacy. Study findings may help contextualize predictors of private water supply management, providing a basis for future risk-based water interventions.
复杂的多灾害风险,如私人地下水污染,需要采取多年的风险降低行动,包括季节性、基于天气的灾害评估。在爱尔兰共和国(ROI),农村地区高度依赖不受监管的私人水井,这使得行为促进成为保护家庭免受水传播感染的重要手段。然而,迄今为止,行为预测因素之间的途径仍然未知,而极端天气事件(EWE)风险感知和自我效能(感知行为能力)等潜在结构尚未得到充分探索。因此,对 560 名爱尔兰私人水井所有者进行了全国性调查,并采用结构方程模型(SEM)来确定确定关键供应管理行为的潜在关系。路径分析(SEM)方法用于对三个二项结果进行建模:信息搜索、EWE 后行动和水井测试行为。在开发出最佳模型后,感知自我效能成为所有三种行为类型的重要直接和/或间接驱动因素-在采取 EWE 后行动的采纳方面表现出最大的间接影响(β=-0.057),在供应测试方面表现出最大的直接(β=0.222)和总效应(β=0.245)。感知自我效能在所有三个模型中都对 EWE 风险感知产生了相反的影响,但对供应意识(存在时)产生了积极的影响。值得注意的是,家庭中存在弱势(婴儿和/或老年人)成员会对采取 EWE 后行动产生负面影响(β=-0.131,p=0.016)。研究结果表明,居住和年龄相关因素构成影响风险缓解的关键人口变量,并且受到认知变量(特别是自我效能)的强烈调节。研究结果可能有助于理解私人供水管理的预测因素,为未来基于风险的水干预提供基础。