Research On Performance Evaluation Of Enterprise R & D Innovation Driven By Big Data

With the advent of economic and information technology globalization,the internal and external environment faced by enterprises is constantly changing,especially under the influence of the current data information replacement,the data information base of traditional enterprises is showing a rapid growth trend,with the passage of time,data continues to spread,forming big data resources.The impact of big data on enterprises is multifaceted and multi-level.Big data is analyzed layer by layer through the data system of enterprises,and transformed into valuable information needed by enterprises.On the one hand,the application of big data in enterprises makes them acquire the ability to analyze and process data;On the other hand,big data,a new type of information technology,makes enterprises gradually enter a stage of interconnection.In this way,big data will become the core competitive resources for the future development of enterprises.At present,the research on the impact of big data on enterprises is limited to the theoretical level and technology application.Few scholars combine big data with enterprise R & D innovation process and innovation performance to dig out the driving effect of big data on Enterprise R & D innovation performance.Therefore,this paper studies and analyzes the R & D innovation performance of big data-driven enterprises,hoping that the research results of this paper can play a guiding role in the future development of enterprises.This paper first studies and analyzes the basic mode of big data driven enterprise R &D innovation,and then points out two specific modes,namely user oriented and designer oriented.Based on the theoretical research of big data definition,big data function,big data driving effect and performance evaluation system,this paper studies the R & D innovation performance evaluation by reading a large number of relevant literature,using double case comparative study method and factor analysis method.On the basis of selecting the three dimensions of R & D innovation input,R & D innovation influencing factors and R & D output,this paper makes a longitudinal analysis of the two enterprises respectively,compares the differences of R & D innovation performance before and after big data driving,and then makes a performance evaluation analysis of the two enterprises from the perspective of horizontal analysis.Finally,it is concluded that big data has a positive driving effect on R & D innovation performance of customized household enterprises under different R & D innovation modes,but the difference is that the driving effect of big data on user oriented enterprises is subject to market fluctuations,so there is a certain lag effect.Through a series of research and analysis,this paper not only provides a new research direction for the future development of the industry,but also plays a good role in promoting the application of big data technology in enterprises.