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人工智能与企业"漂绿":基于内部能力与外部监督的视角OA

Artificial intelligence and corporate greenwashing:An internal capability and external supervision perspective

中文摘要英文摘要

企业在ESG实践中普遍存在的"漂绿"现象,不仅可能导致政策激励的扭曲,也会在绿色贸易壁垒和碳关税谈判中削弱我国企业的议价能力.随着人工智能技术的迅速发展,这一趋势或可成为抑制企业"漂绿"的契机.以人工智能为切入点,从企业内部能力和外部监督的视角出发,利用中国上市公司2009-2023 年的数据样本,探讨企业人工智能如何影响"漂绿"行为,并分析其具体作用机制.研究发现,人工智能会显著抑制企业"漂绿"行为.机制检验表明,人工智能会通过提升企业内部控制质量和融资能力,加强企业外部监督,进而抑制企业"漂绿"行为.异质性分析显示,对于规模较小、行业竞争程度较大、地区环境规制程度较大的企业而言,人工智能抑制企业"漂绿"的作用更强.此研究发现为企业的可持续发展提供了理论依据,也为企业在数字化和绿色化融合发展背景下的战略决策提供了实践借鉴.

The widespread phenomenon of corporate"greenwashing"in ESG practices not only distorts policy incentives but also weakens the bargaining power of Chinese firms in the context of green trade barriers and carbon tariff negotiations.With the rapid advancement of artificial intelligence technologies,this trend may offer a new opportunity to curb corporate greenwashing.Taking artificial intelligence as the entry point,from the perspectives of internal corporate capabilities and external supervisions,this study employs a sample of Chinese listed companies from 2009 to 2023 to investigate how AI adoption affects corporate greenwashing behavior and to elucidate its underlying mechanisms.The empirical results show that artificial intelligence significantly restrains greenwashing behavior among firms.Mechanism analysis indicates that AI suppresses greenwashing by enhancing the quality of internal controls,improving firms'financing capacities,and bolstering external supervision.Heterogeneity analysis further shows that the inhibitory effect of AI on greenwashing is more pronounced among smaller firms,firms operating in highly competitive industries,and enterprises located in regions with stricter environmental regulations.These results provide a theoretical basis for sustainable corporate development and offer practical implications for strategic decision-making as enterprises pursue the integration of digitalization and green transformation.

甄皓晴;陈迎

中国社会科学院大学 应用经济学院,北京 102488中国社会科学院大学 应用经济学院,北京 102488||中国社会科学院 生态文明研究所,北京 100010

管理科学

人工智能企业漂绿内部控制融资能力外部监督

artificial intelligencecorporate greenwashinginternal controlfinancing capacityexternal supervision

《重庆理工大学学报》 2026 (2)

82-95,14

国家社会科学基金项目"数字化赋能企业供应链高质量发展研究"(23BJY072)中国社会科学院重大创新项目"健全绿色低碳发展机制研究"(2024YZD015)中国非洲研究院中非合作研究课题"中非合作应对气候变化和推进绿色发展研究"(CAI-J2023-04)

10.3969/j.issn.1674-8425(s).2026.01.008

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