在足球比赛进行中，运动员需要在有球、无球或者对抗情况下进行走、跑、跳等运动来支持比赛的完整进行。随着战术理念和技术的持续更新，要求场上球员需要越来越多的冲刺跑以及持续高强度的耐力跑。跑动距离是评估球员技能和比赛成绩的重要指标之一，通过研究跑动距离对比赛结果的影响，可以更全面地了解球员和团队表现的关系，以及如何改进训练和比赛策略。

本文研究了 2022 年中国足球协会超级联赛球队球员跑动距离的情况，通过数据分析，对球员冲刺跑、高速跑、高强度跑进行分析，找出强弱队与球员跑动距离之间的交互关系，得出跑动距离影响排名顺序；胜方球队跑动距离四方面表现均超过负方球队；不同位置球员跑动距离存在差异；冲刺距离对比赛胜负关系的影响最大的结论，并就球队提升技战术水平提出平时跑动训练具体要求等建议。

In football matches, athletes need to perform walking, running, jumping and other activities with or without the ball or in opposition to support the complete progress of the game. With the continuous updates of tactical concepts and techniques, it is required that players on the field require more and more sprints and sustained high-intensity endurance runs. Running distance is one of the important indicators for evaluating player skills and game performance. By studying the impact of running distance on game results, we can gain a more comprehensive understanding of the relationship between player and team performance, as well as how to improve training and game strategies.This paper studies the running distance of players in the Super League of China Football Association in 2022. Through data analysis, it analyzes the sprint, high-speed running and high-intensity running of players, finds out the interaction between strong and weak teams and the running distance of players, and obtains that running distance affects the ranking order; The winning team outperformed the losing team in all four aspects of running distance; There are differences in the running distance of players in different positions; The conclusion is that sprint distance has the greatest impact on the relationship between victory and defeat in a game, and specific requirements for daily running training are proposed to improve the team's technical and tactical level.