Impact of Supply Chain Collaboration on Innovation Performance Based on Structural Equation

This study aims to explore the impact of supply chain collaboration on the innovation performance of the integrated circuit industry in Guangdong Province by constructing a structural equation model, identify influencing factors, measure path coefficients and analyze the interactions and relationships between variables. This study focuses on the integrated circuit industry in Guangdong Province. Through literature review, the research framework and hypotheses are constructed, with supply chain collaboration as the independent variable and innovation performance as the dependent variable, and corresponding research hypotheses are proposed. Subsequently, by collecting data related to supply chain collaboration and innovation performance, a structural equation model is established and path coefficients are measured. Finally, the research results are explained and discussed, and the interactions and relationships between variables are analyzed. Through experimental analysis, it can be seen that the structural equation supply chain collaboration has increased the innovation performance from 2.532 billion yuan to a maximum of 4.139 billion yuan. These research findings provide important management suggestions and decision-making basis for relevant enterprises and policy makers. As a result, the regression coefficient with similar regression models. Regression coefficient achieved the accuracy of 97%, precision of 95%, f-measure of 93%, and recall of 94%.