Comprehensive Evaluation of Team Cooperation based on Multiple Regression Analysis

Abstract

Based on multiple regression analysis, this paper establishes a comprehensive evaluation model of teamwork, and based on the data given by the D question of the 2020 Mathematical Contest in Modeling, abstracting and refining a variety of different factors as indicators, using statistical related knowledge, and SPSS software to perform multivariate linear regression analysis. We analyzed the information of 38 games and determined the success criteria of the evaluation team 0-1-3 evaluation criteria, and used the SPSS software to test the reliability and validity of the data of multiple indicators for each game, and diversified with the game results. Based on the results of SPSS multiple regression analysis, a scoring model for assessing the success of teamwork was established. The evaluation of the model is in good agreement with the actual situation. Finally, we abstract all the factors appearing in this article, extract the factors with universal effectiveness, apply to teamwork of the whole society, and find other factors that have not been considered with universal effectiveness.