Does Haze Pollution Inhibit Innovation Efficiency in China? The Mediating Role of Human Capital and the Moderating Role of Government Attention

IF 9.7 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL
Qian Wang , Songzi Zhang , Shuming Ren
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Abstract

The problem of low innovation efficiency in developing countries has gained increasing attention, although there is little empirical evidence to examine this issue, especially from a haze pollution perspective. To fill this critical gap, this paper employs a series of empirical methods to investigate the impact of haze pollution on innovation efficiency and takes a panel dataset covering 30 provincial-level regions in China over 2010∼2018 as a case study. Results show that: (1) An increase in haze pollution has an inhibitory effect on China’s provincial innovation efficiency, whether for the overall, R&D, and commercialization efficiency. (2) Such a negative effect is exacerbated in provinces with low levels of urbanization and financial development, presenting a preference for poor territories. (3) Regarding spatial spillover effects, innovation efficiency in a given province is negatively correlated with haze pollution from neighboring provinces. (4) Regarding mediating factors, haze pollution reduces human capital and subsequently can inhibit innovation efficiency, i.e., the “human capital loss effect”. (5) Regarding moderating factors, rather than a “cost following effect”, government attention mitigates the inhibiting effect of haze pollution on innovation efficiency through an “innovation compensation effect”. In general, policymakers should seek a win-win situation between innovation activities and environmental protection.
雾霾污染是否抑制了中国的创新效率?人力资本的中介作用和政府关注的调节作用
发展中国家创新效率低下的问题日益受到关注,但研究这一问题的实证证据却很少,尤其是从雾霾污染的角度研究这一问题。为填补这一重要空白,本文采用一系列实证方法研究雾霾污染对创新效率的影响,并以 2010∼2018 年中国 30 个省级地区的面板数据集为研究案例。结果表明(1)雾霾污染的增加对中国省级创新效率有抑制作用,无论是整体效率、研发效率还是商业化效率。(2)在城市化水平和金融发展水平较低的省份,这种负面影响会加剧,呈现出对贫困地区的偏好。(3)在空间溢出效应方面,某一省份的创新效率与周边省份的雾霾污染呈负相关。(4)在中介因素方面,雾霾污染会降低人力资本,进而抑制创新效率,即 "人力资本损失效应"。(5) 在调节因素方面,政府关注通过 "创新补偿效应 "而非 "成本追随效应 "缓解了雾霾污染对创新效率的抑制作用。总之,决策者应在创新活动与环境保护之间寻求双赢。
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 Cleaner Production
Journal of Cleaner Production 环境科学-工程:环境
CiteScore
20.40
自引率
9.00%
发文量
4720
审稿时长
111 days
期刊介绍: The Journal of Cleaner Production is an international, transdisciplinary journal that addresses and discusses theoretical and practical Cleaner Production, Environmental, and Sustainability issues. It aims to help societies become more sustainable by focusing on the concept of 'Cleaner Production', which aims at preventing waste production and increasing efficiencies in energy, water, resources, and human capital use. The journal serves as a platform for corporations, governments, education institutions, regions, and societies to engage in discussions and research related to Cleaner Production, environmental, and sustainability practices.
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