Evidence map›Paper›PMID 41191262›Full record

ArticleSports medicine (Auckland, N.Z.)2026

The Influence of Competition Time on Soccer Players' Performance Factors: A Scoping Review with Evidence Gap Map.

André Milheiro, Ivan Baptista, Fábio Y Nakamura, Hugo Sarmento, Filipe Manuel Clemente, João Renato Silva, José Afonso

Abstract readScoping Review
PubMed Publisher
In one paragraph

Article in Sports medicine (Auckland, N.Z.), 2026. 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. Trial
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

7 authors.

André MilheiroCentre for Research, Education, Innovation, and Intervention in Sport (CIFI2D), Faculty of Sport, University of Porto, Rua Dr. Plácido Costa, 91, 4200-450, Porto, Portugal. up201507435@fade.up.pt.ORCID 0000-0002-2530-8357
Ivan BaptistaCentre for Research, Education, Innovation, and Intervention in Sport (CIFI2D), Faculty of Sport, University of Porto, Rua Dr. Plácido Costa, 91, 4200-450, Porto, Portugal.
Fábio Y NakamuraResearch Center in Sports Sciences, Health Sciences and Human Development (CIDESD), University of Maia, Maia, Portugal.
Hugo SarmentoResearch Unit for Sport and Physical Activity (CIDAF), Faculty of Sport Sciences and Physical Education, University of Coimbra, Coimbra, Portugal.
Filipe Manuel ClementeGdansk University of Physical Education and Sport, 80-336, Gdańsk, Poland.
João Renato SilvaCentre for Research, Education, Innovation, and Intervention in Sport (CIFI2D), Faculty of Sport, University of Porto, Rua Dr. Plácido Costa, 91, 4200-450, Porto, Portugal.
José AfonsoCentre for Research, Education, Innovation, and Intervention in Sport (CIFI2D), Faculty of Sport, University of Porto, Rua Dr. Plácido Costa, 91, 4200-450, Porto, Portugal.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPerformance in team sports is influenced by physical, technical, tactical, and psychological factors. Understanding the disparities in playing time between starters and nonstarters is crucial for optimizing training strategies and performance management.

objectivesThis systematic scoping review with an evidence gap map (EGM) aimed to (i) synthesize findings from studies comparing the performance factors of starters and nonstarters, (ii) identify compensatory strategies for players with reduced playing times and barriers to the implementation of these strategies, and (iii) provide an EGM to guide future research toward addressing the most relevant gaps in the literature. This review followed the PRISMA 2020 guidelines and the respective extension for scoping reviews (PRISMA-ScR). Electronic databases such as the Cochrane Library, PubMed, Scopus, SPORTDiscus, and Web of Science (Core Collection) were searched on 31/08/2023. The RoBANS tool was used to assess the risk of bias. Among 32,613 articles, 57 trials from 70 publications were included.

resultsFemale soccer players were represented in only 15.8% of the trials. The physical performance factor (k = 56, 98.2%) has been extensively studied in relation to the differences between starters and nonstarters. Few studies have analyzed technical and psychological performance factors, while tactical factors have not been addressed. Starters presented higher values of external absolute intensity (EAI, measured by the total distance and sprint distance), higher internal absolute intensity (IAI, assessed through heart rate-based measures as above 70% maximal heart rate), along with greater improvements in exercise performance measurements (countermovement jump and 20-m sprint), than nonstarters did. The most adopted categorization was based on match participation (k = 33, 57.9%), with starters defined as players who played for ≥ 66.7% of a match time (14.0%). The day commonly used for compensatory training was 24 h after a match (k = 16; 37.5%). Several strategies attempting to reproduce competitive loads were used, such as small-sided games (k = 9; 56.3%), running-based drills (k = 8, 50.0%), small-positional games (k = 3, 18.8%), tactical-technical drills (k = 2, 12.5%), strength training (k = 2, 12.5%), and friendly matches (k = 1, 6.5%).

conclusionThis scoping review highlights the necessity of placing increased emphasis on technical, tactical, and psychological performance factors and compensatory training strategies (including the day and types of exercise). These measures aim to replicate the competitive match demands for nonstarters, maintaining or enhancing the physical adaptations, psychological factors, and tactical-technical skills required for performance improvement throughout the season. This review proposes three main future research areas for the topic: (i) investigating the effects of compensatory training on nonstarters' weekly loads when distributed across multiple days; (ii) investigating additional cutoffs or more refined time classifications for nonstarters; and (iii) directing more studies toward female soccer players. The protocol was registered in the Open Science Framework (project: https://osf.io/36pum/ ; registration: https://osf.io/9rmz6 ) and made public on December 30, 2021, prior to being performed.

Indexed as

Athletic PerformanceCompetitive BehaviorSoccerEvidence GapsFemaleHumansTime Factors

Identifiers

What Socratic holds

Textmetadata
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 Socratic graph.