Evidence map›Paper›PMID 40636886›Full record

ArticleFrontiers in sports and active living2025

Should GPS data be normalized for performance and fatigue monitoring in soccer? A theoretical-practical discussion on high-speed running.

Ricardo Pimenta, Hugo Antunes, João Ribeiro, Fábio Yuzo Nakamura

Abstract read
In one paragraph

Article in Frontiers in sports and active living, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Review
  7. 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

4 authors.

Ricardo PimentaResearch Center in Sports Sciences, Health Sciences and Human Development (CIDESD), University of Maia, Maia, Portugal.
Hugo AntunesDepartment of Rehabilitation and Performance Optimization (DROP), Futebol Clube Famalicão - Futebol SAD, Famalicão, Portugal.
João RibeiroResearch Center in Sports Sciences, Health Sciences and Human Development (CIDESD), University of Maia, Maia, Portugal.
Fábio Yuzo NakamuraResearch Center in Sports Sciences, Health Sciences and Human Development (CIDESD), University of Maia, Maia, Portugal.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

High-speed running (HSR) is one of the performance metrics of interest, as the volume of HSR during matches has been increasing over the last decade, which suggests that weekly training loads should be adjusted to align with this trend, enabling players to cope with match demands. However, the use of HSR thresholds lacks a solid rationale for their application and fails to account for individual player capacities, likely not reflecting their actual HSR efforts. As such, this theoretical-discussion provides important implications for training prescription, aiming to optimize performance and minimize fatigue. It emphasizes the significant differences in the conceptualization of HSR and highlight

Indexed as

GPShigh-speed runningload monitoringsoccerspeed thresholds

Identifiers

PMID40636886
PMCPMC12239930

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.