智能与繁荣:数字化转型与企业绩效

Da Gao, Zhiliang Yan, Xiaotian Zhou, Xinlin Mo
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引用次数: 8

摘要

本文利用2012 - 2020年人工构建的企业数字化数据,创新性地构建企业数字化指标,探讨数字化对企业绩效的影响,探讨数字化对企业绩效的潜在影响渠道。研究结果表明:(1)数字化对企业绩效有显著的正向影响,这一发现经过一系列稳健性检验后成立。(2)数字化通过降低外部管理成本和加强内部控制来提高企业绩效。中介效应模型检验了数字化对企业绩效的潜在影响机制。(3)数字化对国有企业绩效的影响大于非国有企业。异质性分析的结果为企业数字化转型的发展提供了政策建议。总体而言,本研究为数字化与企业绩效之间的关系提供了新的见解。
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Smarter and Prosperous: Digital Transformation and Enterprise Performance
Using manually constructed enterprise digital data from 2012 to 2020, this paper innovatively constructs an enterprise digitalization index to explore its impact on enterprise performance and discusses the potential channels of digitalization on enterprise performance. The findings show that (1) digitalization has a significant positive effect on firm performance, and this finding holds after a series of robustness tests. (2) Digitalization improves firm performance by reducing external management costs and strengthening internal controls. The mediating effects model tests the potential impact mechanism of digitalization on firm performance. (3) The effect of digitalization on the performance of state-owned enterprises is greater than for non-state-owned enterprises. The results of the heterogeneity analysis provide policy recommendations for the development of digital transformation of enterprises. Overall, this study provides new insights into the relationship between digitalization and firm performance.
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