Untangling the Nonlinear Impact of Digital Innovation on Operational Efficiency

IF 4.6 3区 管理学 Q1 BUSINESS
Jie Deng;Jing Dai;Jinan Shao;Wuyue Shangguan
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引用次数: 0

Abstract

In the digital era, digital innovation incorporating emerging digital technologies has profoundly revolutionized firms’ operations management. While digital innovation helps firms optimize operational processes and thus improves their operational efficiency, it also impairs operational efficiency by disrupting existing operating practices and routines. To disentangle this dilemma, this study combines the disruptive innovation literature and dynamic capability theory to explore the nonlinear impact of digital innovation on operational efficiency. Employing a dataset of 1527 Chinese listed firms from 2008 to 2019, we find that there is a U-shaped relationship between digital innovation and operational efficiency. Furthermore, different types of functional experiences in top management teams (TMTs) exert varying effects on this U-shaped relationship. Interestingly, throughput functional experience (i.e., production and manufacturing experience) in TMTs flattens the U-shaped digital innovation–operational efficiency linkage, whereas output functional experience (i.e., R&D, marketing, and sales experience) in TMTs steepens this curvilinear linkage. This research extends the growing literature on digital innovation by providing novel insights into the comprehension of the U-shaped digital innovation–operational efficiency relationship. Moreover, this study uncovers the distinct moderating roles of different types of functional experiences in TMTs, guiding firms to overcome the hurdle of digital innovation and harness more benefits from it.
解开数字创新对运营效率的非线性影响
在数字时代,结合新兴数字技术的数字创新深刻地改变了企业的运营管理。虽然数字创新可以帮助企业优化运营流程,从而提高运营效率,但它也会破坏现有的运营实践和惯例,从而损害运营效率。为了解开这一困境,本研究结合破坏性创新文献和动态能力理论,探讨数字化创新对运营效率的非线性影响。利用2008 - 2019年1527家中国上市公司的数据,我们发现数字创新与运营效率之间存在u型关系。此外,高层管理团队中不同类型的职能经验对这种u型关系的影响是不同的。有趣的是,tmt中的吞吐量功能经验(即生产和制造经验)使u型数字创新-运营效率联系变得平坦,而tmt中的输出功能经验(即研发、营销和销售经验)使这种曲线联系变得陡峭。本研究通过对u型数字创新-运营效率关系的理解提供新颖的见解,扩展了日益增长的数字创新文献。此外,本研究还揭示了不同类型的功能体验对企业数字化创新的显著调节作用,指导企业克服数字化创新的障碍,并从中获得更多的收益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Transactions on Engineering Management
IEEE Transactions on Engineering Management 管理科学-工程:工业
CiteScore
10.30
自引率
19.00%
发文量
604
审稿时长
5.3 months
期刊介绍: Management of technical functions such as research, development, and engineering in industry, government, university, and other settings. Emphasis is on studies carried on within an organization to help in decision making or policy formation for RD&E.
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