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数实融合政策对企业ESG表现的提升效应OA

Enhancing effect of the digital-real integration policy on corporate ESG perforance:evidence from the National Big Data Comprehensive Pilot Zones

中文摘要英文摘要

以大数据为核心的数字经济的蓬勃发展,加速了全球经济形态的重构步伐,而数字经济与实体经济的融合(以下简称数实融合)也已成为经济发展的新型驱动力,预期可对企业实现绿色高质量发展产生重要影响,但现有文献对此缺少必要的关注.该研究将国家大数据综合试验区的设立作为准自然实验,在就其对企业ESG表现的潜在影响进行理论阐释的基础上,以2011-2024年中国沪深A股上市公司面板数据为研究样本,采用双重差分法实证考察了国家大数据综合试验区建设所代表的数实融合政策对企业ESG表现的影响及其作用机制.结果表明,数实融合政策确实能够显著提升企业ESG表现.该结论在经过相关假设检验、异质性稳健估计量检验等一系列稳健性检验后仍然成立.异质性分析显示,该政策对不同企业特征和区域特征的企业ESG表现的影响呈现出显著性差异.从企业特征来看,该政策对非重污染企业、非国有企业、人工智能采纳程度较高企业及内部控制水平较强企业的ESG表现的提升效应更为明显;从区域特征来看,该政策对中西部地区、市场化程度较低地区、城市行政等级较低地区及数字经济发展程度较低地区企业的ESG表现的提升效应更为明显;从ESG分项表现来看,该政策对企业ESG表现的提升效应更大程度上体现于环境和社会层面.机制分析表明,该政策可以通过引发绿色创新效应、成本缩减效应和数字化转型效应来提升企业ESG表现;媒体关注度和产业集中度在该政策提升企业ESG表现的过程中发挥了正向调节作用,而企业不确定性感知度则呈现出负向调节作用.据此,该研究提出应以深化国家大数据综合试验区建设为契机,通过强化数实融合协同推进企业ESG表现的整体提升,从而推动企业实现绿色高质量发展.

The vigorous development of the digital economy,with big data at its core,has accelerated the restructuring of the global economic landscape.The integration of the digital economy and the real economy(hereafter referred to as"digital-real integration")has emerged as a new driver of economic development and is expected to significantly influence the green and high-quality development of enterprises.However,existing literature lacks the necessary attention to this impact.Treating the construction of the National Big Data Comprehensive Pilot Zones as a quasi-natural experiment,this study theoretically elucidated its potential impact on corporate ESG per-formance.Using panel data from Chinese A-share listed enterprises in Shanghai and Shenzhen from 2011 to 2024,this study employed a difference-in-differences(DID)method to empirically examine the impact and underlying mechanisms of the digital-real integration policy,represented by the construction of these pilot zones,on corporate ESG performance.The results showed that the digital-real inte-gration policy significantly enhanced corporate ESG performance.This conclusion remained robust after a series of robustness tests,in-cluding relevant hypothesis tests and heterogeneity-robust estimator tests.Heterogeneity analysis indicated that the policy's impact on corporate ESG performance varied significantly across different enterprise and regional characteristics.From the perspective of enter-prise characteristics,the policy's enhancing effect on ESG performance was more pronounced among non-heavily polluting enterprises,non-state-owned enterprises,those with higher levels of artificial intelligence adoption,and those with stronger internal control levels.Regarding regional characteristics,the enhancing effect was more significant for enterprises in central and western regions,regions with lower marketization levels,lower administrative levels,and less digital economic development.Regarding ESG sub-item performance,the policy's enhancing effect was more prominently reflected in the environmental and social dimensions.Mechanism analysis revealed that the policy enhanced corporate ESG performance through the effects of green innovation,cost reduction,and digital transformation.Furthermore,media attention and industrial concentration positively moderated the policy's impact on corporate ESG performance,while corporate perceived uncertainty exhibited a negative moderating effect.Accordingly,this study suggests that deepening the devel-opment of National Big Data Comprehensive Pilot Zones should be leveraged as a key policy opportunity to strengthen digital-real inte-gration,thereby promoting a comprehensive improvement in corporate ESG performance and ultimately advancing the green and high-quality development of enterprises.

邵帅;陈祥;葛力铭;杨莉莉

同济大学经济与管理学院,上海 200092||同济大学城市高质量发展与规划决策实验室,上海 200092华东理工大学商学院,上海 200237||新加坡国立大学李光耀公共政策学院,新加坡 259772上海交通大学安泰经济与管理学院国家战略研究院,上海 200030上海立信会计金融学院国际经贸学院,上海 201209

管理科学

数实融合国家大数据综合试验区企业ESG表现绿色高质量发展双重差分法

digital-real integrationNational Big Data Comprehensive Pilot ZoneESG performancegreen and high-quality develop-mentdifference-in-differences method

《中国人口·资源与环境》 2026 (6)

1-17,17

国家自然科学基金专项项目"重点行业碳中和技术创新与碳减排激励机制研究"(批准号:72243004)国家自然科学基金面上项目"能源依赖对环境福利绩效的影响研究:基于新经济地理学视角的理论与经验考察"(批准号:72573116),"资源税改革对中国区域层面荷兰病效应的影响:理论机制与实证考察"(批准号:72074150)国家自然科学基金青年项目"污染产业转移对绿色转型绩效的影响:基于'有效市场'和'有为政府'协同发力的视角"(批准号:72503144)上海市哲学社会科学规划课题青年项目"'双碳'战略下环境税制改革推进绿色低碳转型的理论与实践路径研究"(批准号:2024EGL008)中央高校基本科研业务费专项资金项目(批准号:22120260374).

10.12062/cpre.20251211

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