科研管理 ›› 2023, Vol. 44 ›› Issue (3): 167-178.

• 论文 • 上一篇    下一篇

数字化新情境下高管认知对产品创新的影响

应倩滢1,陈衍泰2,3
  

  1. 1.浙江工业大学管理学院,浙江 杭州310023;
    2.浙江工商大学工商管理学院,浙江 杭州310018;
    3.浙江省哲学社会科学重点培育研究基地-浙江工商大学数字创新与全球价值链升级研究中心,浙江 杭州 310018

  • 收稿日期:2022-03-18 修回日期:2022-12-02 出版日期:2023-03-20 发布日期:2023-03-20
  • 通讯作者: 陈衍泰
  • 基金资助:
    国家自然科学基金重点项目:“基于数据驱动的企业动态能力构成与发展研究”(72032008,2021.01—2025.12);浙江文化研究工程重点项目:“从生存型创业到开放性创新:浙江改革开放以来的民营中小企业转型”(22WH11-5Z,2022.09—2023.08);国家社科基金项目资助。

Impacts of executive cognition on product innovation in the new digital context

Ying Qianying1, Chen Yantai2,3   

  1. 1. School of Management, Zhejiang University of Technology, Hangzhou 310023, Zhejiang, China; 
    2. School of Business Administration, Zhejiang Gongshang University, Hangzhou 310018, Zhejiang, China;
    3. Zhejiang Provincial Key Cultivation  Research Base of Philosophy and Social Sciences -  Digital Innovation and Global Value Chain Upgrading Research Center of Zhejiang Gongshang University,Hangzhou 310018,Zhejiang,China
  • Received:2022-03-18 Revised:2022-12-02 Online:2023-03-20 Published:2023-03-20

摘要: 先进数字技术的广泛应用,深刻改变了人类的生产生活方式。围绕数字化新情境下产品创新的流程和绩效等转变的现象,本文基于注意力基础观和动态能力理论,构建了“高管认知灵活性→信息搜寻强度→数据驱动的动态能力→产品创新”链式中介模型。研究采用多元回归和Bootstrap法对模型进行检验,实证结果表明:数字化新情境下,高管认知的动态转变是产品创新的关键驱动因素;高管认知灵活性通过增强数据驱动的动态能力促进产品创新;高管认知灵活性通过信息搜寻强度促进数据驱动的动态能力,进而提升产品创新。本研究从高管注意力动态投入与转换、组织数据驱动动态能力构建与发展两个视角,丰富了数字化新情境下的产品创新管理理论,同时也从个体认知和行为等微观基础层面拓展了数据驱动的动态能力理论内涵。

关键词: 高管认知灵活性, 信息搜寻, 数据驱动的动态能力, 产品创新, 数字化新情境

Abstract:     The emergence and wide application of advanced digital technologies not only bring us a profound change in human production and in our way of life, but also put forward new requirements for enterprises to achieve product innovation. Whether enterprises can better drive product innovation and form sustainable competitive advantages in the new digital context has become the key to their survival and development in the new era. Focusing on changes in the process and performance of product innovation in the new digital context, this paper takes executive cognitive flexibility as the starting point and explores the mechanism and influence path from executive cognitive flexibility to enterprise product innovation under the new digital context, and information search intensity (individual attention devotion) and data-driven dynamic capability (organizational capability) are the process mechanism of achieving product innovation, according to the clue framework of "cognition-behavior-capability-strategy". In other words, this research constructed a chain mediation model of "executive cognitive flexibility → information search intensity → data-driven dynamic capabilities → product innovation", based on attention-based view and dynamic capabilities theory. Multiple regression and bootstrap methods are used to test the model. The empirical study results showed as follows. Firstly, in the new digital situation, executive cognitive flexibility has a significant positive impact on product innovation. Secondly, the intensity of information search of individual executive and the data-driven dynamic capabilities of organization have intermediary roles in the relationship between executive cognitive flexibility and product innovation. Thirdly, information search intensity and data-driven dynamic capabilities play a chain mediating effect between executive cognitive flexibility and product innovation, that is, executive cognitive flexibility promotes the level of data-driven dynamic capabilities through promotion of information search intensity, and then positively influences product innovation. Fourthly, in the micro-basic empirical analysis of data-driven dynamic capabilities, both executive cognitive flexibility and external information search intensity positively affect data-driven dynamic capabilities, and executive cognitive flexibility can further affect data-driven dynamic capabilities by promoting information search intensity, and information search intensity plays a partial mediating role. The conclusions of this study also have certain theoretical contributions and practical implications. In terms of theoretical contributions, firstly, it provides a two-dimensional interpretation perspective of individual attention and organizational capabilities for transformation of product innovation process and performance in the new digital context. Secondly, it deepens the explanatory mechanism of information search in executive cognition, data-driven dynamic capabilities and the antecedents of enterprise product innovation, enriches the analysis of information search characteristics in existing studies, and thus expands the relevant research of information search. Thirdly, it enriches the research on the micro-foundation of dynamic capability in the new digital context, thus contributing to the improvement and development of dynamic capability theory. Combined with the empirical research of the new digital context in which the strategic position of big data resources is constantly prominent and the role of digital technology is constantly prominent, it provides new evidence for the applicability of the dynamic capability theory of enterprises in the new context. In terms of practical enlightenment, firstly, it guides the senior management system of enterprises to attach importance to the dynamic transformation and input of attention, thus not only actively exerting subjective initiative, updating management cognition, improving cognitive flexibility, but also paying attention to the effective input of attention, and carrying out efforts and lasting external information search. Secondly, it provides a specific and operable path for enterprises to achieve product innovation, in addition to paying attention to the influence of individual executives, we are also required to pay attention to the superposition of data-driven dynamic capabilities and the role of individual executives, adjust the internal capabilities and resource allocation of enterprises, and when inside and outside are in harmony, it will empower enterprise product innovation and promote sustainable development of enterprises. Thirdly, it applies the flexible and innovative thinking developed by senior managers and the external information knowledge they have to the development of organizational dynamic capabilities, and further exert and amplify their role benefits.

Key words: executive cognitive flexibility, information search, data-driven dynamic capability, product innovation, new digital context