How Dose Big Data Capability Contribute to Transformation and Upgrading of Enterprises? A Multiple Mediation Model of Technological Innovation and Business Model Innovation

Abstract

Abstract: In the context of digital economy, transformation and upgrading have become a common theme of concern from all walks of life, and big data capability is regarded as a kind of organizational dynamic capability in the digital era, which will inevitably have an important impact on the transformation and upgrading of enterprises. Based on technological innovation and business model innovation, this paper constructs a multiple mediation model to explore the impact of big data capability on corporate transformation and upgrading and its mechanism, and conducts an empirical test on the acting path of its role with the survey data of 954 enterprises. The findings show that big data capability can have a significant positive impact on corporate transformation and upgrading, and technological innovation and business model innovation have synchronous and chain mediating effects between big data capability and corporate transformation and upgrading. Further comparison of the mediating effects reveals that there are significant differences in the three indirect paths of big data capabilities affecting corporate transformation and upgrading.

Key words: big data capability, transformation and upgrading, technological innovation, business model innovation, multiple mediation model

CLC Number:

F272.3

WANG Xin, LIU Ke-chun, ZENG Jing-wei. How Dose Big Data Capability Contribute to Transformation and Upgrading of Enterprises? A Multiple Mediation Model of Technological Innovation and Business Model Innovation[J]. Contemporary Finance & Economics, 2022, 0(7): 76-86.

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