数字化转型对企业绩效的影响

Xu Zhao, Xiwa Li, Yao Li, Ziqi Wang
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摘要

目的数字化转型(Digital transformation,DT)是一项高风险、长期性和系统性的组织变革,高度依赖于运营管理水平。本文从过程和结果两个角度,分别选取全要素生产率和创新产出作为中介变量,实证检验数字化转型对企业绩效的影响。本文以 2010-2021 年沪深 A 股上市公司为研究样本,对其年报中有关 DT 的关键词频次进行了检索。首先,DT 能显著提高企业绩效。第二,全要素生产率和创新产出在 DT 与企业绩效之间起着中介作用。第三,DT 对中小企业的影响比对大型企业的影响更明显。然而,DT 对国有企业绩效的影响比对非国有企业更为显著。此外,DT 对劳动密集型企业和技术密集型企业产生了正向影响,但对资本密集型企业产生了负向影响。 原创性/价值 本文首先利用全要素生产率和创新产出,从过程和结果的角度提出了机理分析方法,增加了 DT 对企业绩效影响的研究深度。此外,作者还通过实证研究了DT对不同企业规模、企业属性和生产要素强度影响的异质性。
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The impact of digital transformation on firm performance
PurposeDigital transformation (DT) is a high-risk, long-term and systematic organizational change, which is highly dependent on the level of operation management. According to the resource-based view and innovation theory, this paper aims to examine the impact of DT on firm performance.Design/methodology/approachThis paper empirically tests the impact of DT on firm performance by selecting total factor productivity and innovation outputs as mediating variables from the perspective of process and outcomes, respectively. It uses Shanghai and Shenzhen A-share-listed companies from 2010–2021 as research samples, searching the frequency of keywords about DT in their annual reports.FindingsThe findings reveal the following. First, DT can significantly improve the performance of firms. Second, total factor productivity and innovation outputs play a mediating role between DT and firm performance. Third, the impact of DT on SMEs is more obvious than in bigger ones. However, the effect of DT on performance is more significant in SOEs than non-SOEs. Furthermore, DT positively effects labor-intensive and technology-intensive firms, but negatively effects capital-intensive firms.Originality/valueThis paper first proposes the mechanism analysis from the view of process and outcomes, by using total factor productivity and innovation outputs, which adds depth to the research on the impact of DT on firm performance. Moreover, the authors empirically examine the heterogeneity of the impact of DT on different firm sizes, firm properties and intensity of production factors.
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