数据资产对企业风险承担水平的影响研究:基于中国A股上市公司的实证检验OA
The Impacts of Data Assets on Corporate Risk-Taking:An Empirical Test from China's A-Share Listed Companies
数字经济时代,数据资产作为新型生产要素深刻影响企业战略决策.文章基于2010-2023年中国A股上市公司数据,实证检验数据资产对企业风险承担水平的影响及其作用机制.研究结果表明:数据资产显著提升企业风险承担水平,该结论在经过一系列稳健性检验后依然成立.作用机制分析发现,数据资产对企业风险承担水平的提升,通过降低信息不对称(信息效应)与缓解融资约束(融资效应)两条路径实现.异质性检验进一步揭示,上述效应在非高科技企业、分析师关注度较低的企业和成长期/成熟期企业中更为显著.研究为数据要素的价值转化提供了微观证据,对优化企业风险管理与完善数据资产制度具有启示意义.
In the era of digital economy,data assets as an emerging factor of production profoundly influence corporate strategic decision-making.Based on empirical evidence from China's A-share listed companies spanning 2010-2023,this study empirically examines how data assets affect corporate risk-taking and the underlying mechanisms.The results indicate that data assets significantly elevate corporate risk-taking levels,which remains valid after a series of robustness tests.Mechanism analysis reveals that the enhancing effect of data assets on corporate risk-taking operates through two channels:reducing information asymmetry(information effect)and alleviating financing constraints(financing effect).Heterogeneity tests further indicate that the impact is more pronounced in non-high-tech enterprises,firms with lower attention from analysts,and growth-and mature-stage firms.This research provides micro-level evidence for the value transformation of data factors and offers insights for optimizing corporate risk management and refining data asset institution.
高利芳;张玉珍
安徽财经大学会计学院安徽财经大学
管理科学
数据资产风险承担融资约束信息不对称
data assetsrisk managementfinancing constraintsinformation asymmetry
《常州大学学报(社会科学版)》 2026 (1)
51-59,9
安徽省哲学社会科学重点项目"安徽省企业数据资产入表实践探索与企业韧性提升机制研究"(AHSKD2024D004).
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