Analysis of Individual Career Decision-Making Based on Partial Least-Squares Regression Model

In the process of career choices, the different individual has always different ways of reaction, so it becomes a hotspot of research for effective career decision. In the paper, 28 items and 9 variable of "career decision-making investigation" was designed for value orientation and career decision style of the1136 Chinese vocational education student and graduates, which conducted a questionnaire survey and cluster analysis. After attaining a stable cluster analysis of the data, partial least-squares regression model is proposed for discriminant analysis of career decision-making types and an effective professional decision-making model is established. Lastly, the result shows that the method has higher prediction accuracy after researching feasibility analysis of predict result.