Addae Ethel Ansaah, Sun Dongying, Abban Olivier Joseph, Addae Jeffery Fianko
School of Management, Jiangsu University, Zhenjiang, 212013, China.
Department of Statistics, School of Finance and Economics, Jiangsu University, Zhenjiang, 212013, China.
Heliyon. 2022 Nov 18;8(11):e11672. doi: 10.1016/j.heliyon.2022.e11672. eCollection 2022 Nov.
The aim of this research is to examine the trend of water use efficiency (WUE) and the spillover effect of its determinants in 28 sub-Saharan Africa (SSA) countries over the period 2007 to 2018 using the directional distance function (DDF) and the spatial Durbin model. Results of the DDF revealed that the most efficient countries include Botswana, and Liberia whereas countries with poor performance include Niger and South Africa. Also, the average efficiency scores over the study period improved steadily from 0.582 in 2007 to 0.698 in 2018. The study showed that under economic distance weight in the spatial Durbin model, the values of the spatial lag coefficients of urbanisation (URB), export (EX), and education (EDU) depict positive and statistically significant effects on WUE, while industrial activities (IND), foreign direct investment (FDI), and government interference (COR) had an adverse influence on WUE in SSA. Results of the spatial decomposition effect of URB demonstrated a major impact on WUE in both the local and adjacent countries. However, a significant decline of WUE through the direct and indirect impacts of FDI, EX, and COR in the local and neighboring countries was recorded which indicate the presence of a negative spatial dependency on WUE in SSA. The outcome of this study implies that policymakers in SSA countries must strengthen sustainable water resources management decisions with neighbouring countries to achieve sustainable development goal 6 by 2030 and beyond.
本研究旨在利用方向距离函数(DDF)和空间杜宾模型,考察2007年至2018年期间撒哈拉以南非洲(SSA)28个国家的用水效率(WUE)趋势及其决定因素的溢出效应。DDF结果显示,效率最高的国家包括博茨瓦纳和利比里亚,而表现较差的国家包括尼日尔和南非。此外,研究期间的平均效率得分从2007年的0.582稳步提高到2018年的0.698。研究表明,在空间杜宾模型的经济距离权重下,城市化(URB)、出口(EX)和教育(EDU)的空间滞后系数值对WUE具有正向且统计显著的影响,而工业活动(IND)、外国直接投资(FDI)和政府干预(COR)对SSA的WUE有不利影响。URB的空间分解效应结果表明,其对本国和邻国的WUE都有重大影响。然而,记录显示,FDI、EX和COR对本国和邻国的直接和间接影响导致WUE显著下降,这表明SSA地区存在对WUE的负向空间依赖性。本研究结果意味着,SSA国家的政策制定者必须与邻国加强可持续水资源管理决策,以实现到2030年及以后的可持续发展目标6。