Evidence map›Paper›PMID 41290807›Full record

ArticleScientific reports2025

A comprehensive analysis of internal and external load monitoring systems in basketball.

Pablo López-Sierra, Miguel Ángel Gómez, Sebastián Feu, Sergio José Ibáñez

Abstract read
In one paragraph

Article in Scientific reports, 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

4 authors.

Pablo López-SierraGrupo de Optimización del Entrenamiento y el Rendimiento Deportivo (GOERD), Facultad de Ciencias del Deporte, Universidad de Extremadura, Cáceres, 10003, España. pablols@unex.es.
Miguel Ángel GómezFaculty of Physical Activity and Sport Sciences, Polytechnic University of Madrid, Madrid, Spain.
Sebastián FeuGrupo de Optimización del Entrenamiento y el Rendimiento Deportivo (GOERD), Facultad de Ciencias del Deporte, Universidad de Extremadura, Cáceres, 10003, España.
Sergio José IbáñezGrupo de Optimización del Entrenamiento y el Rendimiento Deportivo (GOERD), Facultad de Ciencias del Deporte, Universidad de Extremadura, Cáceres, 10003, España.

Funding

Agencia Estatal de Investigación (PID2019-18 106614GBI00) MCIN/ AEI /10.13039/501100011033Department of Education, Science and Professional Formation, Goverment of Extremadura GR24133Ministerio de Ciencia, Innovación y Universidades FPU23/02997
6 · The paper itself

Abstract

Different methods have been developed to monitor training load in basketball, so it is necessary to establish a common criterion to identify the reference variables to control the player's load. This study aimed to determine the most appropriate variables to measure each type of load. An retrospective methodology was used to monitor 16 professional players of the Spanish basketball first division (ACB league) during 19 training sessions. Five measurement systems were used for monitoring: the load programmed by the coach, heart rate, WIMU Pro inertial devices, the SIATE tool, and the RPE-CR10 subjective load scale. A Coefficient of Variance statistical analysis (CV%) was performed to measure the stability of the intrasession variables, a Principal Component Analysis to analyse the similarity between variables, a Cross-Correlation analysis to see the relationship and proportionality between variables, a Linear Mixed Model to analyse the innate individual influence of the subjects to each variable, a STEN normalisation to compare the behaviour of the variables between sessions and a Bland Almand Plot analysis to compare the agreement of the measurement variables. The results suggest that SIATE variables, when weighted by time and participation, along with the coach's planned load, serve as a key and robust indicators of both internal and external load. When resources allow, it is recommended to complement these with objective external load measures (e.g., Player Load, Distance) and subjective internal load indicators (e.g., sRPE).

Indexed as

Athletic PerformanceBasketballAdultHeart RateHumansMaleRetrospective StudiesYoung AdultCoach loadExternal loadInternal loadMaleTraining

Identifiers

PMID41290807
PMCPMC12647909

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.