首页|跨境电商综试区建设能否缩小地区数实融合差距:基于双重机器学习的因果推断

跨境电商综试区建设能否缩小地区数实融合差距:基于双重机器学习的因果推断

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在全球互联网经济蓬勃发展的背景下,跨境电商的迅速崛起,对中国区域经济协调发展产生重要影响.为深入探究二者之间的关系,文章选取2010~2021年中国282个地级市的面板数据,构建双重机器学习模型,检验跨境电商综合试验区对地区数实融合差距的影响及其机制.研究发现,综试区建设抑制了地区数实融合差距进一步扩大,且主要通过弥合数字鸿沟、促进产业结构升级、提高创业活跃度3种路径.异质性检验发现,综试区建设在非资源城市、非老工业基地城市、严格环境规制城市、严重融合失调城市,能够显著缩小地区数实融合差距.文章进一步发现,综试区建设不仅能够缩小全国总体的数实融合差距,而且也能够缩小省际、东中西部以及南北地区等区域内部的数实融合差距.以上研究结论有助于通过跨境电商综合试验区视角,缩小地区数实融合差距,进而为推动中国区域经济协调发展提供理论支撑和政策建议.
Can the Construction of Cross-Border E-Commerce Comprehensive Pilot Zones Narrow the Regional Digital and Real Economy Integra-tion Gap:A Causal Inference Based on Double Machine Learning
Amid the backdrop of the booming global internet economy,the rapid rise of cross-border e-commerce has significantly influenced the coordina-ted development of regional economies in China.To thoroughly explore the relationship between the two,panel data from 282 prefecture-level cities in China from 2010 to 2021 was selected,and a double machine learning model was established to examine the impact and mechanisms of cross-bor-der e-commerce comprehensive pilot zones on the regional digital and real economy integration gap.The study found that pilot zones have inhibited the further expansion of the regional digital and real economy integration gap,primarily through three pathways:bridging the digital divide,promo-ting industrial structure upgrades,and increasing entrepreneurial activity.Heterogeneity tests revealed that pilot zones significantly narrow the inte-gration gap in non-resource cities,non-old industrial base cities,cities with strict environmental regulations,and cities with severe integration im-balances.Findings further indicate that pilot zones not only reduce the overall national digital and real economy integration gap but also narrows the gap within regions,including inter-provincial,eastern-central-western,and northern-southern areas.These research conclusions contribute to narro-wing the regional digital and real economy integration gap from the perspective of cross-border e-commerce comprehensive pilot zones,thereby provi-ding theoretical support and policy recommendations for promoting the coordinated development of regional economies in China.

房克雷、谢思、潘竟成

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辽宁大学经济学部经济学院

湖南科技大学商学院

跨境电商综合试验区 地区数实融合差距 双重机器学习 数字鸿沟

国家社会科学基金一般项目

18BJL105

2024

世界经济研究
上海社科院世界经济研究所

世界经济研究

CSTPCDCSSCICHSSCD北大核心
影响因子:1.401
ISSN:1007-6964
年,卷(期):2024.(9)