金融科技是否让世界更加 "包容"?中国包容性增长故事的证据

IF 12.9 1区 管理学 Q1 BUSINESS Technological Forecasting and Social Change Pub Date : 2024-09-30 DOI:10.1016/j.techfore.2024.123780
Zihao Guo , Yuetong Wei , Shuangshuang Fan , Muhammad Shahbaz
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引用次数: 0

摘要

金融科技(FinTech)是世界公认的推动高质量发展的重要力量。与近年来仅对金融科技与包容性增长的相关性进行实证研究不同,我们首先运用数学模型分析,从理论上区分金融科技影响中国包容性增长的内在机制。随后,我们建立了一系列数学模型,解构了金融科技对包容性增长的三种效应:创业刺激效应、人力资本投资效应和创新促进效应,并利用2011-2020年中国281个地级市的面板数据对这些机制进行了重新检验。实证结果表明,金融科技对中国的包容性增长产生了积极影响。进一步的机制检验证实,创业激励、人力资本投资和创新促进是解释这一效应的三个可信的经济渠道,支持了我们的理论猜想。此外,我们采用机器学习算法模拟了 2021-2030 年不同情景下中国不同的包容性增长水平,从而提出了促进包容性增长的政策建议。总体而言,这些研究结果进一步揭示了金融科技与包容性增长之间的关系,并为了解金融科技对与中国相似的发展中经济体可持续发展的实际影响提供了新的视角。
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Is FinTech making world more “inclusive”? Evidence from inclusive growth story of China
Financial technology (FinTech) functions as a world-recognized vital driver for high-quality development. Different from recent research that merely involves empirical studies of the correlation between FinTech and inclusive growth, we first employ mathematical model analysis to theoretically distinguish the underlying mechanism through which FinTech influences inclusive growth in China. Subsequently, we built a series of mathematical models to deconstruct three effects of FinTech on inclusive growth: entrepreneurship stimulation, human capital investment, and innovation promotion effect, followed by a re-examination of these mechanisms using panel data that covers 281 prefecture-level cities in China from 2011 to 2020. The empirical results show a solid positive impact of FinTech on inclusive growth in China. Further mechanism tests confirm that entrepreneurship stimulation, human capital investment, and innovation promotion serve as three plausible economic channels that account for this effect, supporting our theoretical conjecture. Moreover, we adopt machine learning algorithm to simulate different inclusive growth levels in China from 2021 to 2030 under different scenarios and therefore propose policy suggestions to bolster inclusive growth. Overall, these findings shed greater light on the FinTech-inclusive growth nexus and provide new insights into the real effects of FinTech on sustainable development in developing economies that bear resemblance to China.
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来源期刊
CiteScore
21.30
自引率
10.80%
发文量
813
期刊介绍: Technological Forecasting and Social Change is a prominent platform for individuals engaged in the methodology and application of technological forecasting and future studies as planning tools, exploring the interconnectedness of social, environmental, and technological factors. In addition to serving as a key forum for these discussions, we offer numerous benefits for authors, including complimentary PDFs, a generous copyright policy, exclusive discounts on Elsevier publications, and more.
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