Work

Seasonal Analysis of Match External Load in Hungarian Second-Division Professional Football Across Three Competitive Seasons Using GPS-Derived Match-Average Data

Year: 2026

Type: article

Abstract: Background/Objectives: Soccer is a team sport that places significant physical demands on players. Players cover greater distances at higher speeds, and the number of high-intensity movements is increasing. The present study analyzed the locomotor and mechanical variables of Hungarian second division professional soccer players over three seasons (2022/23, 2023/24, 2024/25), using Catapult Vector S7 and processing data from 94 matches. Methods: We included 94 matches in the study (2022/23: N=38; 2023/24: N=29; 2024/25: N=27), in which only the data of players who played the entire matches were analyzed, excluding red card matches. Performance data was collected using Catapult Vector S7 10 Hz GNNS system. Results: The median average distance covered decreased continuously from the 2022/23 season (10.210 m) to the 2024/25 season (9.795 m) (H (2) = 14.14, p<0.001, Rank ε² = 0.152, medium effect size). The median Player Load decreased from 1002 (2022/23 and 2023/24) to 846 in the 2024/25 season (H (2) = 55.64, p<0.001, Rank ε² = 0589, very large effect size). The median acceleration-deceleration effort (Accel + Decel) decreased from 220.8 (2022/23) to 199.0 (2024/25) (H (2) = 26.81, p<0.001, Rank ε² = 0.288, effect size). Conclusion: There was a significant seasonal decrease in match load variables. The most pronounced decrease occurred in the mechanical indicator. These results may provide useful insights into the physical demands of matches.

Source: Sports

DOI: 10.3390/sports14040155