金融科技对绿色全要素生产率的影响及机制

IF 5.5 Q1 BUSINESS, FINANCE
Green Finance Pub Date : 2021-06-08 DOI:10.3934/GF.2021011
Yanyan Yao, Dandan Hu, Cunyi Yang, Yong Tan
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引用次数: 58

摘要

平衡经济转型和提高发展质量的关键是金融支持绿色发展。近年来,金融科技(fintech)与绿色发展的关系逐渐显现。基于2015 - 2019年中国35个主要城市的数据,分别采用网络爬虫技术和Bootstrap-SBM-GML模型获得金融科技发展指数和绿色全要素生产率(GTFP);进一步,以金融支持政策指数(FSP)为工具变量,揭示了城市金融科技水平对GTFP的影响。实证研究结果如下:第一,金融科技水平和金融支持政策指标在研究期内呈稳步上升趋势;而GTFP的趋势不明显。其次,通过FE、MM-QR和2SLS模型,城市金融科技水平对GTFP有显著的促进作用。具体来看,GTFP分解指数的促进作用主要来自于技术变革(TC)的促进作用;在绿色发展水平较低的城市,促进作用更大。第三,产业结构升级和技术创新在金融科技绿色发展效应中起中介作用。四是金融科技绿色发展效应具有异质性。具体而言,金融科技对GTFP的绿色发展效应在中西部地区和低水平城市更大;而在东部地区和高级城市则较小。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The impact and mechanism of fintech on green total factor productivity
The key to balancing economic transformation and improving quality development is financial supporting green development. The relationship between financial technology (fintech) and green development has gradually emerged recently. Based on the data of 35 major cities in China from 2015 to 2019, the fintech development index and green total factor productivity (GTFP) are obtained by adopting web crawler technology and Bootstrap-SBM-GML model respectively; further, the impact of urban fintech level on GTFP is also revealed by taking the financial support policy index (FSP) as the instrumental variable. The empirical research shows the following results. First, the level of fintech and financial support policy indicators show a steady upward trend in the study period; whereas the tendency of GTFP is not obvious. Second, the urban fintech level has a significant promoting effect on GTFP through FE, MM-QR and 2SLS models. Specifically, the promoting effect mainly comes from the promotion of technological change (TC) of the GTFP decomposition index; the promoting effect will be greater in the lower cities of green development level. Third, industrial structure upgrading (UIS) and technological innovation (TI) play an intermediary role in the green development effect of fintech. Four, the green development effect of fintech is heterogeneous. Specifically, the green development effect of fintech on GTFP is larger in the central and western regions and low-level cities; whereas it is smaller in the eastern part regions and high-level cities.
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来源期刊
Green Finance
Green Finance Multiple-
CiteScore
9.60
自引率
3.50%
发文量
14
审稿时长
6 weeks
期刊介绍: Green Finance is an international, interdisciplinary Open Access journal dedicated to green finance, environmental, and sustainability research and practice. It offers a platform for publishing original contributions and technical reviews on green finance and related topics, following a rigorous peer-review process. Accepted article types include original research, reviews, editorials, letters, and conference reports.
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