Sustainable Development Goals (SDGs): The nexus of fintech and water productivity in 11 BRICS countries

IF 8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES
Cem Işık , Jie Han , Wei Zhang , Anas Muhammad , Stefania Pinzon , Gul Jabeen
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引用次数: 0

Abstract

In the context of a global water crisis, enhancing water productivity is becoming increasingly crucial. While previous research has predominantly addressed technical and policy aspects of water management, the role of fintech in improving water productivity has not been sufficiently explored. This research investigates the impact of fintech on water productivity, considering the moderating effect of education level. Using panel data from new BRICS countries spanning 2011 to 2021, we employ a partially linear functional model to analyze how fintech influences water productivity and assess how education levels moderate this relationship. Our findings reveal that: (i) Fintech holds significant potential for improving water productivity; (ii) The effect of fintech on water production varies with the education level; (iii) There is considerable spatial variation in how education level affects the impact of fintech, with a more pronounced effect observed in countries with higher education levels. Specifically, the impact of fintech on water productivity becomes substantially more significant when the education level index exceeds 2.3. These results remain robust across various tests. Based on these insights, the paper proposes policy recommendations to enhance water productivity through the integration of fintech and education improvements.
可持续发展目标(SDGs):11 个金砖国家的金融科技与水生产力的关系。
在全球水资源危机的背景下,提高水资源生产率变得越来越重要。以往的研究主要涉及水资源管理的技术和政策方面,而金融科技在提高水资源生产率方面的作用还没有得到充分探讨。考虑到教育水平的调节作用,本研究调查了金融科技对水生产率的影响。我们使用 2011 年至 2021 年新金砖国家的面板数据,采用部分线性函数模型来分析金融科技如何影响水生产力,并评估教育水平如何调节这种关系。我们的研究结果表明(i) 金融科技在提高水资源生产率方面具有巨大潜力;(ii) 金融科技对水资源生产的影响因教育水平而异;(iii) 教育水平对金融科技影响的空间差异很大,在教育水平较高的国家观察到的影响更为明显。具体而言,当教育水平指数超过 2.3 时,金融科技对水生产率的影响就会变得更加显著。这些结果在各种测试中都保持稳健。基于这些见解,本文提出了通过整合金融科技和改善教育来提高水资源生产率的政策建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Environmental Management
Journal of Environmental Management 环境科学-环境科学
CiteScore
13.70
自引率
5.70%
发文量
2477
审稿时长
84 days
期刊介绍: The Journal of Environmental Management is a journal for the publication of peer reviewed, original research for all aspects of management and the managed use of the environment, both natural and man-made.Critical review articles are also welcome; submission of these is strongly encouraged.
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