数字经济与区域创新:揭示中国的空间动态和人力资本影响

Ya Bu, Xinghui Yu, Hui Li
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摘要

本文旨在研究数字经济对中国区域创新与发展的影响。重点研究数字经济的直接影响和跨区域空间溢出效应,以及人力资本的中介作用。本研究使用了中国 30 个省份(2004-2019 年)的面板数据,并使用熵值法对数字经济的发展进行量化。研究采用动态空间杜宾模型(SDM)和中介效应模型,评估了数字经济的直接效应、空间溢出效应和人力资本的中介作用,探讨了数字经济对区域创新的影响。研究结果研究结果表明,数字经济极大地推动了地区创新,成为经济增长的驱动力。然而,影响因地区而异,中部地区的收益高于东部和西部地区。空间溢出效应好坏参半,在不同的权重矩阵下,短期影响为负,长期影响为正。人力资本对于通过数字经济促进创新至关重要。它利用熵方法和动态 SDM 等创新方法,推进了对数字经济在区域发展中的作用的理解。突出人力资本这一关键中介因素,丰富了有关数字经济促进区域创新战略的讨论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Digital economy and regional innovation: unveiling the spatial dynamics and human capital influence in China
Purpose The paper aims to examine the digital economy's influence on China's regional innovation and development. It focuses on direct effects and spatial spillover across regions, and the mediating role of human capital. This analysis is vital for policy and strategic planning in the digital era. Design/methodology/approach This study uses panel data from 30 Chinese provinces (2004–2019) and uses the entropy method to quantify the digital economy's development. It investigates its impact on regional innovation using a dynamic spatial Durbin model (SDM) and mediation effect model, assessing direct effects, spatial spillover and human capital's mediating role. Various control variables are included for comprehensive analysis. Findings Findings show the digital economy significantly boosts regional innovation, acting as a growth driver. However, impacts vary regionally, with the central region gaining more than the eastern and western areas. Spatial spillover effects are mixed, showing negative short-term and positive long-term impacts under different weight matrices. Human capital is crucial for fostering innovation through the digital economy. Originality/value The paper offers unique insights into the spatial dynamics of the digital economy's impact on regional innovation in China. It advances understanding of the digital economy's role in regional development using innovative methods like the entropy method and dynamic SDM. Highlighting human capital as a key mediating factor enriches discussions on digital economy strategies for regional innovation.
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