School of Finance and Trade, Liaoning University, Shenyang, China.
Faculty of Management Sciences, Hamdard University, Islamabad, Pakistan.
PLoS One. 2024 Aug 12;19(8):e0302978. doi: 10.1371/journal.pone.0302978. eCollection 2024.
This study investigates the impact of digital finance on corporate leverage ratios. The study employed a large sample of China's Shanghai and Shenzhen A-share non-financial listed enterprises from 2011-2020. The study's results depict that the development of digital finance can significantly reduce the leverage ratio of enterprises. We empirically identified that digital finance affects the difference in the term structure of the corporate leverage ratio. It was found that the development of digital finance has a significant negative impact on enterprises' short-term and long-term leverage ratios. Moreover, our heterogeneity analysis shows that the negative effect of digital financial development on corporate leverage ratios is different in state-owned and non-state-owned enterprises, large-scale and small-scale enterprises, and high-leverage and low-leverage enterprises. Mechanism analysis shows that the development of digital finance can reduce corporate leverage by lowering financing costs, alleviating financing constraints, and weakening non-systemic risks. Therefore, policymakers should focus on developing and adopting digital finance by creating a supportive regulatory environment, improving access to digital financial services, and encouraging innovation in the digital finance sector. Finally, our results remain robust after addressing endogeneity issues and conducting robustness checks.
本研究考察了数字金融对企业杠杆率的影响。研究采用了 2011-2020 年中国上海和深圳 A 股非金融上市公司的大样本。研究结果表明,数字金融的发展可以显著降低企业的杠杆率。我们实证发现,数字金融影响企业杠杆率期限结构的差异。研究发现,数字金融的发展对企业短期和长期杠杆率都有显著的负向影响。此外,我们的异质性分析表明,数字金融发展对企业杠杆率的负向影响在国有企业和非国有企业、大规模企业和小规模企业以及高杠杆企业和低杠杆企业之间存在差异。机制分析表明,数字金融的发展可以通过降低融资成本、缓解融资约束和削弱非系统性风险来降低企业的杠杆率。因此,政策制定者应该专注于通过创造支持性的监管环境、改善数字金融服务的获取渠道以及鼓励数字金融领域的创新来发展和采用数字金融。最后,我们在解决内生性问题并进行稳健性检验后,结果仍然稳健。