Evidence map›Paper›PMID 42763826›Full record

ArticleSports medicine - open2026

Using Match Reference Values of External Load to Monitor Performance and Fatigue in Football: Are We Looking the Right Way?

Ricardo Pimenta, Hugo Antunes, José Afonso, Fábio Yuzo Nakamura

Abstract read
In one paragraph

Article in Sports medicine - open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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, 4475-690, Maia, Portugal. rjl.pimenta@gmail.com.ORCID http://orcid.org/0000-0003-0134-5038
Hugo AntunesDepartment of Rehabilitation and Optimization of Performance (DROP), Futebol Clube de Famalicão - Futebol SAD, Famalicão, Portugal.ORCID http://orcid.org/0009-0005-3451-3079
José AfonsoCentre for Research, Education, Innovation and Intervention in Sport (CIFI2D), Faculty of Sport of the University of Porto, Rua Dr. Plácido Costa, 91, 4200-450, Porto, Portugal.ORCID http://orcid.org/0000-0002-2038-393X
Fábio Yuzo NakamuraResearch Center in Sports Sciences, Health Sciences and Human Development (CIDESD), University of Maia, 4475-690, Maia, Portugal.ORCID http://orcid.org/0000-0002-5336-3652

Funding

Fundação para a Ciência e a Tecnologia 04045/2025
6 · The paper itself

Abstract

Monitoring external load is critical for informed decision-making processes across sports. In football, external load is routinely monitored during training sessions and competitive matches. Matches are typically given particular emphasis, as they are generally associated with the highest external load and the most pronounced fatigue responses within a microcycle. Consequently, coaches frequently use match-derived external load values as reference points for prescribing training loads throughout this period. However, despite the apparent specificity of this approach and the unique characteristics of match external load, recent research suggests that coaching staffs may be inadequately quantifying the actual external load produced by players during matches, as well as the associated fatigue responses. This limitation is largely attributable to the substantial match-to-match variability observed in external load outcomes, which may lead to misinterpretation of the true load produced by players. Therefore, a normalized approach to external load monitoring, whereby locomotor external loads are expressed to each player's highest observed load, has been recommended as a more player-specific method for quantifying and interpreting external load in football. This opinion article highlights how the use of match load as a reference for training prescription may lead to inaccurate estimations of the external load imposed on football players. Furthermore, it outlines the potential consequences of match-load-based prescription for microcycle load management, which may ultimately result in suboptimal or ineffective training stimuli in the long term. Finally, we propose a conceptual framework in which external locomotor load metrics are expressed to players' characteristic- and/or exposure-based reference values. This framework is intended to support a more player-specific interpretation of external load but requires empirical validation before being used as a prescriptive decision-making model.

Indexed as

Fatigue monitoringLoad variabilityMicrocycle managementSoccerTraining prescription

Identifiers

PMID42763826
PMCPMC13590470

What OpenQuestion holds

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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.