周卫华, 郭子佳, 王燊麒. 业财融合能否推动企业可持续发展?——基于大语言模型的研究[J]. 证券市场导报, 2025, (9): 46-56.
引用本文: 周卫华, 郭子佳, 王燊麒. 业财融合能否推动企业可持续发展?——基于大语言模型的研究[J]. 证券市场导报, 2025, (9): 46-56.
Zhou Weihua, Guo Zijia, Wang Shenqi. Can Business-Finance Integration Promote Corporate Sustainable Development? A Study Based on Large Language Models[J]. Securities Market Herald, 2025, (9): 46-56.
Citation: Zhou Weihua, Guo Zijia, Wang Shenqi. Can Business-Finance Integration Promote Corporate Sustainable Development? A Study Based on Large Language Models[J]. Securities Market Herald, 2025, (9): 46-56.

业财融合能否推动企业可持续发展?——基于大语言模型的研究

Can Business-Finance Integration Promote Corporate Sustainable Development? A Study Based on Large Language Models

  • 摘要: 作为财务管理和业务流程深度融合的管理模式,业财融合能够提高企业经营效率、防控运营风险,但也有研究指出,业财融合对企业组织边界、业务发展和成本费用存在潜在负面影响。本文基于大语言模型,创新性地构建较为完备的业财融合词库,实证检验业财融合对企业可持续发展的影响及作用机制。研究发现,业财融合能够推动企业可持续发展。其作用机制在于:(1)促使组织结构扁平化,提升管理层全局控制能力,有助于企业精准评估投资、融资和运营风险,从而提高内部控制水平;(2)实现资金配置与业务需求的动态匹配,同时为银行和投资者提供更全面的运营数据,从而缓解企业内外部融资约束;(3)帮助企业动态平衡员工、客户、供应商等各方权益,通过整合社会责任投入与财务绩效数据来优化资源配置,从而推动企业有效履行社会责任;(4)释放更多研发和创新活动的资金和资源,帮助企业评估创新项目潜力,从而提高企业创新水平。异质性分析表明,在数字化转型程度较高、发展成熟度较高、CEO具有财务背景的企业中,业财融合对可持续发展的正向影响更显著。为有效发挥业财融合的积极作用,建议企业明确部门职责边界和绩效考核标准,完善决策层和执行层的复合型人才配置,充分发挥前沿数字技术和管理会计工具在运营管理和战略决策中的作用。

     

    Abstract: As a management model featuring deep integration of finance and business processes, business-finance integration can improve operational efficiency and strengthen risk control. However, some studies point out that business-finance integration has potential negative impacts on the organizational boundaries, business development, and costs and expenses of enterprises. Based on large language models, this paper innovatively constructs a relatively comprehensive lexicon of business-finance integration and empirically examines its impact on corporate sustainability and the underlying mechanisms. The findings reveal that business-finance integration can promote corporate sustainable development. The mechanisms are as follows. (1) It promotes organizational structure flattening and enhances management's overall control capabilities, helping enterprises accurately assess investment, financing, and operational risks, thereby improving internal control levels. (2) It achieves dynamic matching between capital allocation and business needs while providing banks and investors with more comprehensive operational data, thus alleviating internal and external financing constraints. (3) It helps enterprises dynamically balance the interests of employees, customers, suppliers, and other stakeholders, optimizing resource allocation by integrating social responsibility investments with financial performance data, thereby promoting effective corporate social responsibility fulfillment. (4) It releases more funds and resources for research and development and innovation activities, helping enterprises evaluate the potential of innovation projects, thus improving corporate innovation levels. The heterogeneity analysis indicates that the positive impact of business-finance integration on sustainable development is more significant in enterprises with higher degrees of digital transformation, higher development maturity, and CEOs with financial backgrounds. To effectively harness the benefits of business-finance integration, firms should clearly delineate departmental responsibilities and performance appraisal standards, optimize the allocation of hybrid talent across decision-making and execution tiers, and fully leverage the role of cutting-edge digital technologies and management accounting tools in operational management and strategic decision-making.

     

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