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Related Experiment Video

Updated: Jun 19, 2026

Effects of a Novel Neuromuscular Training Intervention on Jump, Sprint, and Change of Direction in Adult Female Soccer Players
10:08

Effects of a Novel Neuromuscular Training Intervention on Jump, Sprint, and Change of Direction in Adult Female Soccer Players

Published on: June 10, 2025

In- and Out-of-Possession Running and Technical-Tactical Performance in Soccer.

Norbert Banoocy1, Daniel López-López1, Domingo Jesús Ramos-Campo2

  • 1Universidade da Coruña.

Research Quarterly for Exercise and Sport
|June 17, 2026
PubMed
Summary
This summary is machine-generated.

Team performance in football is linked to running metrics. Higher in-possession (IP) total distance correlated with better attacking performance, while defensive success involved lower out-of-possession (OP) distance and more high-speed defensive actions.

Keywords:
Ball possessioncontextual factorsmatch analysisphysical demands

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Last Updated: Jun 19, 2026

Effects of a Novel Neuromuscular Training Intervention on Jump, Sprint, and Change of Direction in Adult Female Soccer Players
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An Inertial Measurement Unit Based Method to Estimate Hip and Knee Joint Kinematics in Team Sport Athletes on the Field
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An Inertial Measurement Unit Based Method to Estimate Hip and Knee Joint Kinematics in Team Sport Athletes on the Field

Published on: May 26, 2020

Area of Science:

  • Sports Science
  • Football Analytics
  • Performance Analysis

Background:

  • Understanding the relationship between player running metrics and team performance is crucial for tactical development.
  • Existing research often analyzes running data in isolation, lacking a composite view of attacking and defensive capabilities.

Purpose of the Study:

  • To derive composite indices for attacking and defensive team performance.
  • To quantify the association between in-possession (IP) and out-of-possession (OP) running metrics and these performance indices.
  • To assess contextual effects, such as match location, on these relationships.

Main Methods:

  • Analysis of 1,346 team-match observations from the Danish Superliga using Second Spectrum tracking and Wyscout event data.
  • Principal component analysis to generate Attacking and Defensive Performance Indices.
  • Linear mixed-effects models and XGBoost with SHAP to test associations and assess feature importance.

Main Results:

  • In-possession (IP) total distance was the strongest correlate of attacking performance.
  • Out-of-possession (OP) total distance was negatively associated with both attacking and defensive indices.
  • Defensive performance was positively linked to OP high-speed running and IP high-intensity runs, but negatively to IP sprint distance and OP total distance.
  • A significant interaction showed higher OP sprint distance related to lower defensive performance primarily in away matches.

Conclusions:

  • Team performance is strongly influenced by phase-specific running behaviors.
  • Movement volume during possession is a key indicator of attacking output.
  • Defensive performance is characterized by reduced out-of-possession workload and increased high-speed defensive activity.