数字化与中国企业的系统性风险

IF 2.8 3区 经济学 Q2 BUSINESS, FINANCE
Kangqi Jiang, Mengling Zhou, Zhongfei Chen
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引用次数: 0

摘要

以往的文献表明,数字化为企业带来了竞争优势。然而,数字化对风险管理的潜在影响仍不确定。因此,本研究探讨了 2007-2020 年间中国上市公司数字化转型与系统性风险之间的因果关系。我们利用文本分析法编制了数字相关关键词词典,以识别数字资产投资,并以此作为企业数字化的衡量标准。我们的研究结果表明,数字化转型与企业系统性风险之间存在负相关关系。稳健性检验、内生性调整和随机森林预测进一步支持了这一关系。数字化的风险降低效应在非国有、小型、高资产密度和低投资者关注度的企业中更为明显。此外,我们还探讨了潜在的机制:财务杠杆渠道、经营杠杆渠道和投资者忠诚渠道。实证观察表明,企业数字化:(1)降低了融资成本,抑制了过度举债的倾向;(2)加强了运营成本管理,刺激了销售增长;(3)提高了投资者的长期持股比例,降低了股价同步性,缓解了崩盘风险。这项研究为评估数字化的可持续性和降低企业的系统性风险提供了新的视角。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Digitalization and firms' systematic risk in China

Previous literature indicates that digitalization offers enterprises competitive advantages. However, However, its potential impact on risk management remains uncertain. Thus, this study explores the causality between digital transformation and systematic risk of Chinese public companies during 2007–2020. We developed a digital-related keywords dictionary using textual analysis to identify investments in digital assets which serve as a measure of corporate digitalization. Our findings suggest a negative correlation between digital transformation and enterprise systematic risk. This relationship is further supported by robustness tests, adjustments for endogeneity, and random forest predictions. The risk-reducing effect of digitalization is more pronounced in non-state-owned, small, high-asset-density, and low-investor-attention enterprises. Additionally, we explore potential mechanisms: the financial leverage channel, operating leverage channel, and investor loyalty channel. Empirical observations indicate that enterprise digitalization: (1) lowers financing costs, curbing an inclination towards excessive debt; (2) enhances operational cost management and stimulates sales growth; and (3) boosts long-term investor holdings, decreases stock price synchronization, and mitigates crash risks. This study offers new insights into assessing the sustainability of digitalization and mitigating systematic risks of enterprises.

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来源期刊
CiteScore
5.70
自引率
6.90%
发文量
143
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