Research On The Influence Mechanism Of Big Data Capability On Enterprise Innovation Performance

In the era of big data,big data has gradually become a key asset of enterprises,known as the "new oil" of the Internet.With the development of research on big data capabilities,the trend of big data capabilities will become the core competitiveness of enterprises in the future..At present,the research on big data capabilities is still in the initial stage.The domestic and foreign scholars' research direction based on IT capabilities,based on resource-based theories,knowledge-based theories,dynamic capability theories and core capability theories,the connotation of big data capabilities and their Research on the mechanism of value creation.According to the review of the existing literature,the understanding of the concept of "big data capabilities" is not specific enough,and it lacks a unified dimension division and understanding.At present,existing research has explored the value creation mechanism of big data capabilities from different perspectives of economy,resources,and organizations,and the results have not been sufficient to solve all problems.However,to explore the meaning of the enterprise's big data capabilities and how to create value for the enterprise as the core competitiveness of the enterprise,the theoretical value and actual value of the enterprise are worthy of further in-depth study.This paper studies and draws on the existing literature,first of all,based on the core competence theory,redefine the definition and dimension of "big data capabilities";then,using knowledge integration as an intermediary variable,empirically study the mechanism of big data capabilities on enterprise innovation performance;Next,this study used a questionnaire survey method,using SPSS 22.0 and AMOS 22.0 to perform descriptive statistical analysis,reliability and validity analysis,correlation analysis,path analysis and bootstrap intermediary test on 159 valid questionnaires,and constructed a knowledge integration as an intermediary Variable big data capabilities and the structural equation model of enterprise innovation performance,and through the test of the proposed hypothesis.Finally,the main conclusions obtained include:(1)Big data capability is a multi-dimensional capability system,which can be divided into big data analysis capability,big data resource integration and utilization capability,and big data strategy support capability.(2)Big data capabilities and related sub-dimensions have a significant positive correlation with corporate innovation performance.(3)There is a significant positive correlation between big data capabilities and knowledge integration.(4)There is a significant positive correlation between knowledge integration and corporate innovation performance.(5)Knowledge integration plays a partial intermediary role between big data capabilities and enterprise innovation performance.Finally,based on the conclusions of the study,this article puts forward suggestions based on academic research and management practices,and points out the limitations and deficiencies of this study.