Research on Evaluation Model of Data Governance Capability of Intelligent Manufacturing Enterprises

Data is one of the core driving forces for the development of intelligent manufacturing enterprises, and data governance is the foundation for consolidating data application, which can ensure the smooth progress of enterprise intelligent transformation and upgrading. Based on this, this paper firstly summarizes the deeper ability characteristics of enterprise data governance ability and selects the index content; secondly, through item analysis, confidence analysis and exploratory factor analysis and validation factor analysis, the evaluation index system is optimized to establish the evaluation model with a better degree of fit; finally, after calculating the fitting standardized path coefficient to obtain the weight coefficients of each index, and in this way the relevant path analysis exploration between variables. The research results show that the evaluation model of data governance capacity of intelligent manufacturing enterprises includes 5 dimensions and 21 observation indicators, and the change of each dimension is the synergistic effect of multiple factors.