Evidence map›Paper›PMID 40656997›Full record

ArticleBiology of sport2025

Multivariate analysis of teams' physical performances in official football matches in LaLiga 2023-24.

Julen Castellano, Sergi Bellmunt, Ricardo Resta, Roberto Lopez Del Campo, David Casamichana

Abstract read
In one paragraph

Article in Biology of sport, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Julen CastellanoGIKAFIT research group, University of the Basque Country (UPV/EHU), Vitoria-Gasteiz, Spain.
Sergi BellmuntHUDL Company.
Ricardo RestaDepartment of competitions and Mediacoach, LaLiga, Madrid, Spain.
Roberto Lopez Del CampoDepartment of competitions and Mediacoach, LaLiga, Madrid, Spain.
David CasamichanaReal Sociedad Institute, Real Sociedad de Fútbol S.A.D., Donostia-San Sebastián, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The main aims of this study were to describe the physical performance of the teams during official matches using a multivariate approach, considering their rivals and the final competition standings. The study analysed the professional teams that competed in the first division of Spanish football during the 2023-2024 season. A total of 756 physical performances of teams were analysed across 378 matches. Data for nine external match load variables were collected using the TRACAB optical tracking system: total distance and distance covered at high speeds (> 21, > 24 and > 28 km·h

Indexed as

MonitoringPerformanceSoccerTeam sportTime-motion analysis

Identifiers

PMID40656997
PMCPMC12244380

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.