1.广东开放大学经济管理学院,广州 510091 ;2.浙江大学经济学院,杭州 310058 ;3.宁波工程学院国际交流学院,浙江宁波 315211
周科选(通信作者):广东开放大学经济管理学院副教授,经济学博士。研究方向:区域经济与国际贸易。
F741.2
本文受教育部人文社会科学研究项目 “‘数字链主’ 企业生态控制力与算力产业链增值效应研究” (项目编号:25YJA630008)、教育部人文社会科学研究项目 “新质生产力交互赋能供应链数字韧性提升的内在机制研究” (项目编号:24YJC630223)、广东省教育科学规划项目 “人口结构变化背景下农村开放教育资源配置优化机制研究” (项目编号:2025GXJK0158)、广东省哲学社会科学规划 “银发经济背景下银龄教师跨区域流动的知识扩散路径与回流效应研究” (项目编号:GD26CJY17)、广东省哲学社会科学规划 “广东农村老年教育可达性的时空格局、影响因素与优化路径研究” (项目编号:GD26CJY22)、广东省哲学社会科学规划 “老年教育学习网络赋能银发经济的空间溢出效应研究” (项目编号:GD26YJY40)的资助
1. School of Economics and Management, Guangdong Open University, Guangzhou 510091 , China ; 2. School of Economics, Zhejiang University, Hangzhou 310058 , China ; 3. School of International Exchange, Ningbo University of Technology, Ningbo 315211 , Zhejiang, China
数据跨境流动限制与企业供应链风险关联紧密。本文基于2015~2023年上市企业数据,测度企业层面数据跨境流动限制指数,并据此实证检验数据跨境流动限制对企业供应链风险的影响效果。结论表明,数据跨境流动限制显著加剧了企业供应链风险。异质性分析结论表明,数据跨境流动限制对企业供应链风险的不利影响在东部企业、中低竞争力企业、民营企业、高数字密集度企业中表现尤为突出。机制检验表明,数据跨境流动限制会通过提升企业成本、降低企业资源配置效率、抑制企业技术创新等渠道加剧企业供应链风险。本文从数据跨境流动限制视角全面揭示了其对企业供应链的不利影响与内在机理,为有效降低数据跨境流动限制、抑制企业供应链风险、提升企业供应链控制力提供经验证据。
Restrictions on cross-border data flows and enterprise supply chain risks are closely linked. Based on data of listed enterprises from 2015 to 2023, this study constructs an enterprise-level index of restrictions on cross-border data flows and empirically examines the impact of such restrictions on enterprise supply chain risks. The findings indicate that restrictions on cross-border data flows significantly increase enterprise supply chain risks. Heterogeneity analysis reveals that the adverse effects of these restrictions on supply chain risks are particularly pronounced for enterprises in eastern China, enterprises with medium-low competitiveness, private enterprises, and highly digitally intensive enterprises. Mechanism tests show that restrictions on cross-border data flows exacerbate enterprise supply chain risks through channels such as increasing enterprise costs, reducing the efficiency of enterprise resource allocation, and inhibiting enterprise technological innovation. From the perspective of restrictions on cross-border data flows, this study comprehensively reveals their adverse impacts and internal mechanisms on enterprise supply chain risks, providing empirical evidence for effectively alleviating such restrictions, mitigating enterprise supply chain risks, and enhancing enterprises' supply chain control capabilities.
周科选,余林徽,许志龙.数据跨境流动限制与企业供应链风险:效应与机理[J].上海对外经贸大学学报,2026,33(4):37-51.
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