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08:24
The Joint Effect of Social Comparison and Social Distance on Evaluation of Intertemporal Choice Outcomes in Event-related Potential Studies
Published on: August 25, 2023
735
Risk-taking, loss aversion, and performance feedback in dynamic and heterogeneous tournaments
1School of Physical Education, Soochow University, Suzhou, Jiangsu, China.
Frontiers in Psychology
|November 29, 2023
Summary
Leading football teams reduce attacking intensity as their lead grows, especially against weaker opponents. Trailing teams attack more but score less, while leading teams underperform in key defensive and set-piece metrics.
Area of Science:
- Sports Science
- Performance Analysis
- Football Analytics
Background:
- Understanding team dynamics and risk-taking in professional football is crucial for performance optimization.
- The interim game state significantly influences strategic decisions and player behavior during matches.
- Previous research has explored performance under pressure, but the interplay of game state and heterogeneity requires further investigation.
Purpose of the Study:
- To investigate the impact of the interim game state on risk-taking and performance in professional football.
- To analyze how game state and team heterogeneity affect performance under pressure.
- To identify specific performance metrics influenced by leading, trailing, or tied game states.
Main Methods:
- Analysis of 9,256 game segments from 1,826 matches in the top five European football leagues (2017-2018 season).
- Utilized Poisson regression to model the effects of game state and heterogeneity on performance.
- Examined risk-taking behaviors and performance indicators such as attack intensity, shots on target, blocked shots, corner kicks, and free kicks.
Main Results:
- Stronger teams increase attack intensity against weaker opponents but reduce it as their lead grows, particularly in heterogeneous matches.
- Trailing teams intensify attacks with limited success; leading teams underperform in blocked shots and corner kicks.
- Tied teams show lower performance in shots on target and free kicks compared to leading teams, despite higher motivation.
Conclusions:
- Game state and team relative strength significantly influence risk-taking and performance strategies in football.
- Leading teams may exhibit suboptimal performance in certain metrics when their lead is substantial.
- Understanding these dynamics offers insights into strategic adjustments for enhanced team performance.
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