산업경영시스템학회지 Vol. 38 No. 2 (p.101-107)

구조방정식 모형(SEM)을 이용한 축구 요인간 인과관계 분석

Causal Relationship Analysis of Winning Factors in Football Game : Structural Equation Model
키워드 :
Structural Equation Model,Football Factors Analysis,Causal Relationship Analysis

목차

1. 서 론
2. 기존 연구
3. 구조방정식 모형 구축
  3.1 자료의 수집방법
  3.2 관측변수 선정과 기초통계분석
  3.3 연구의 가설 설정
  3.4 가설을 통한 모형 설정
  3.5 수정지표(MI)를 활용한 모형수정
4. 구조방정식 모형 분석 결과
5. 결론 및 향후 연구과제
References

초록

Modern football has transformed into a scientific football based on data. With this trend, various methods for tactics studies and outcome prediction have been developed on the perspective of data analysis. In this paper, we propose a structural equation model for football game. We analyze critical factors that affect to the winning of game except psychological parts and the causal relationship between latent variables and observed variables is statistically verified through the proposed structural equation model. The results show that the Passing ability and the Ball possession affect to the Attack ability, and consequently it has a positive impact on the winning of game.