当代财经 ›› 2025, Vol. 0 ›› Issue (11): 73-86.

• 现代金融 • 上一篇    下一篇

金融科技、政策不确定性与商业银行绩效——基于混合冲击的ABNK研究

赵玮   

  1. 管理世界杂志社,北京 100026
  • 收稿日期:2025-05-06 修回日期:2025-10-16 出版日期:2025-11-15 发布日期:2025-11-11
  • 作者简介:赵玮,管理世界杂志社副研究员,经济学博士,主要从事宏观金融、数字经济研究,联系方式zhaowe_0303@126.com。
  • 基金资助:
    教育部人文社会科学研究一般项目“中国制造业企业数字化转型障碍的形成机理与治理对策研究”(23YJA790045)

Financial Technology, Policy Uncertainty and Commercial Bank Performance: An ABNK Study Based on Mixed Shocks

Zhao Wei   

  1. Management World Magazine, Beijing 100026, China
  • Received:2025-05-06 Revised:2025-10-16 Online:2025-11-15 Published:2025-11-11

摘要: 将金融科技、金融科技—政策不确定性混合冲击、金融科技—企业违约风险混合冲击等创新性地引入基于代理人的新凯恩斯模型(以下简称“ABNK模型”)中,并首次在ABNK模型框架下量化分析金融科技对经济政策不确定性与商业银行绩效关系的调节作用。研究发现:第一,单一政策不确定性冲击、单一违约风险冲击都会降低银行利润和股权收益率,使银行绩效下降;单一企业金融科技冲击、单一银行金融科技冲击均会提高银行利润和股权收益率,使银行绩效上升。第二,提高企业金融科技水平比发展银行金融科技更能缓解经济政策不确定性对商业银行绩效的抑制作用。第三,提高企业金融科技水平可以在约68%的水平上调节企业违约风险冲击对银行利润和银行股权收益率的负向影响,同时可以在8%的水平上提升银行贷款收益率;相应地,发展银行金融科技可以在约44%的水平上调节经济政策不确定性对银行利润和银行股权收益率的负向影响,同时在30%的水平上提升银行贷款收益率。因此,政府应确保政策稳定性和可预测性,商业银行需增强抗政策不确定性的能力,并加快数字化转型以提升风控效能。

关键词: 金融科技, 经济政策不确定性, 银行绩效, ABNK模型

Abstract: By innovatively introducing the mixed shock of fintech, fintech-corporate default risk and fintech-policy uncertainty into the ABNK (Agent-Based New Keynesian) model, this study for the first time quantitatively analyzes the moderating effect of fintech on the relationship between economic policy uncertainty and commercial bank performance within the ABNK framework. The research findings are as follows: Firstly, both single policy uncertainty shock and single default risk shock will reduce bank profits and equity returns, leading to a decline in bank performance; while both single enterprise fintech shock and single bank fintech shock will increase bank profits and equity returns, resulting in an improvement in bank performance. Secondly, the improvement of enterprise fintech is more helpful than the development of bank fintech in alleviating the inhibitory effect of economic policy uncertainty on the performance of commercial banks. Thirdly, the improvement of enterprise fintech can respectively moderate the negative impact of enterprise default risk shock on bank profits and bank equity returns at the 68% level, and simultaneously promote the increase of bank loan returns at the 8% level; correspondingly, developing bank fintech can mitigate the negative impact of economic policy uncertainty on bank profits and equity returns at a level of approximately 44%, while increasing bank loan yields at a level of 30%. Therefore, the government should ensure policy stability and predictability, and commercial banks need to enhance their ability to resist policy uncertainty and accelerate digital transformation to improve risk control efficiency.

Key words: financial technology, economic policy uncertainty, bank performance, ABNK model

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