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战略差异度与企业数字技术创新——一个有调节的中介模型OACHSSCD

Strategic deviance and enterprises'digital technology innovation

中文摘要英文摘要

企业数字技术创新是实现"国家数字创新战略"的重要微观基础,也是推动我国数字经济发展的关键因素,并与企业战略密切相关.以 2007-2022 年中国上市企业面板数据为研究样本,本文采用文本分析方法刻画企业数字技术创新指标,并基于现有研究方法改进了企业战略差异度指标,深入探讨战略差异度对企业数字技术创新的影响与作用机理.研究发现,战略差异度越大,企业数字技术创新越被抑制,该结论在进行内生性分析和稳健性检验后仍然成立.作用机制分析表明,外部交易成本和内部管控成本均强化了战略差异度对企业数字技术创新的负向影响,且主要是通过提高外部交易成本促进纵向一体化实现的.进一步分析发现,战略差异度不仅降低了员工的数字技术创新效率,还降低了管理层的数字技术创新意愿.异质性分析结果显示,媒体报道和网络舆论有效缓解了战略差异度对企业数字技术创新的不利影响.经济后果分析表明,"高质量"的数字技术专利能有效增加企业市场价值.本文揭示了战略差异度对企业数字技术创新的作用机理,为破解数字技术创新难题及企业战略行为选择提供了经验证据,对我国实施创新驱动发展战略、构建释放数字生产力创新发展体系相关政策的制定具有重要的政策启示.

The report of the 20th National Congress of the Communist Party of China clearly proposed to"developing a new generation of information technologies,artificial intelligence,and other new growth engines,emphasizing that"promoting the implementation of the national digital innovation strategy and accelerating the construction of Digital China."Digital technology innovation,as the core driving force of the digital economy,is crucial for the new round of"competition."As an essential microeconomic foundation for economic operation,corporates are key entities in digital technology innovation.It also is the main force in integrating digital technology elements and providing final innovative products or services.For corporates to engage in digital technology innovation activities,they need to develop highly adaptive corporate strategies. In recent years,scholars have conducted extensive research on the driving factors of corporate digital technology innovation.But current research has overlooked considerations based on a holistic strategic perspective,let alone the impact of deviations from industry norms on digital technology innovation.Moreover,since indicators of corporate digital technology innovation are often not reflected in standardized information disclosure channels such as basic company information and annual reports,measuring these indicators presents significant challenges. Based on the aforementioned research,we use panel data of A-share listed companies in Shanghai and Shenzhen from 2007 to 2022 as empirical research samples.We also collected Patent text information through the WinGo data platform and analyzed using text analysis methods to distinguish between digital technology patents and general technology patents,thus characterizing the indicators of corporate digital technology innovation.We improve and refine the existing research methods by enhancing the corporate strategic deviance index and empirically analyze the impact of strategic deviance on corporate digital technology innovation using the OLS estimation method. We found that the greater the difference between corporate strategies,the more it will inhibit corporate digital technology innovation.This conclusion is confirmed by using endogenous tests such as instrumental variable method and propensity score matching method,as well as robustness test of core variable replacement measurement method.Mechanism analysis based on transaction cost theory and organizational learning theory indicates that both external transaction costs and internal control costs reinforce the negative impact of strategic deviance on corporate digital technology innovation,primarily achieved through increased external transaction costs promoting vertical integration.Further analysis reveals that strategic deviance not only reduces the efficiency of digital technology innovation,as reflected in low levels of innovation input-output conversion and per capita innovation output,but also diminishes the willingness for digital technology innovation,as evidenced by constraints on managers'digital technology innovation thoughts.Heterogeneity analysis results show that negative information from media reports and online public opinion plays a corporate governance role and effectively alleviates the adverse effects of strategic deviance on corporate digital technology innovation.Finally,economic consequence analysis of corporate digital technology innovation indicates that the enhancement of"high-quality"digital technology patents can sustainably increase corporate market value,demonstrating that digital technology innovation is the source of corporate value. The contributions are as follows:on theoretical contributions,our research supplements and extends the research framework on the mechanisms affecting corporate digital technology innovation and the economic consequences of corporate strategic deviance.Utilizing the perspectives of corporate boundaries and signaling theory,it explores the relationship between strategic deviance and corporate digital technology innovation from multiple dimensions and levels.On methodological contributions,acknowledging that patent outcomes are a direct indicator of corporate innovation levels,our research employs text analysis methods to isolate patents related to corporate digital technology innovation.This approach more objectively and reasonably reflects the level of digital technology innovation.Additionally,based on two mainstream methods proposed in existing literature,our research innovatively refines indicators that more comprehensively reflect corporate strategic deviance,offering a more accurate measurement of strategic variations within industries.This provides a valuable refinement to previous measurement methods and establishes a solid foundation for future research on the influencing factors and economic consequences of corporate strategic deviance.On practical contributions,our research confirms that corporate strategic deviance is a key factor hindering corporate digital technology innovation.They are significant in disrupting external transaction environments and increasing internal control difficulties,as well as in affecting corporate specialization and division of labor.These findings offer empirical evidence for addressing challenges in digital technology innovation and strategic corporate behavior choices.They also provide important policy insights for implementing innovation-driven development strategies and formulating policies to unleash digital productivity and foster an innovative development system in China.

陈晓红;胡志亮;尤碧莹

中南大学 商学院,湖南 长沙 410083||湘江实验室,湖南 长沙 410205中南大学 商学院,湖南 长沙 410083||湘江实验室,湖南 长沙 410205中南大学 商学院,湖南 长沙 410083

管理科学

企业战略差异度企业数字技术创新交易成本理论企业专业化企业纵向一体化

Enterprise strategic devianceEnterprise digital technology innovationTransaction cost theoryEnterprise specializationVertical integration of enterprises

《管理工程学报》 2026 (5)

19-34,16

国家自然科学基金卓越研究群体项目(72088101)国家自然科学基金重大课题(72091313) Outstanding Research Groups of the National Natural Science Foundation of China(72088101)The Major Program of the National Natural Science Foundation of China(72091313)

10.13587/j.cnki.jieem.2026.05.002

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