Evidence map›Paper›PMID 41107876›Full record

ArticleBMC sports science, medicine & rehabilitation2025

From load monitoring to training decisions: a practical approach using drop jump metrics in semi-professional soccer.

A Sierra-Casas, J A Rodríguez-Marroyo, D Castillo, J Gutiérrez-Arroyo, A Rodríguez-Fernández

Abstract read
In one paragraph

Article in BMC sports science, medicine & rehabilitation, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

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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

2 citing papers in PubMed.

  1. Review
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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.

A Sierra-CasasFaculty of Physical Activity and Sports Sciences, Universidad de León, León, 24071, Spain.
J A Rodríguez-MarroyoFaculty of Physical Activity and Sports Sciences, Universidad de León, León, 24071, Spain. j.marroyo@unileon.es.
D CastilloREDAFLED Research Group, Faculty of Education, University of Valladolid, Soria, 42004, Spain.
J Gutiérrez-ArroyoFaculty of Physical Activity and Sports Sciences, Universidad de León, León, 24071, Spain.
A Rodríguez-FernándezFaculty of Physical Activity and Sports Sciences, Universidad de León, León, 24071, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSoccer performance involves frequent high-intensity efforts and often insufficient recovery, making neuromuscular fatigue a critical factor in player monitoring. The drop jump (DJ) test, particularly the reactive strength index (RSI), has gained attention as a practical tool for assessing neuromuscular readiness. This study examined the relationship between accumulated external training load and neuromuscular status, assessed via DJ-derived metrics, in semi-professional soccer players.

methodsNineteen semi-professional outfield players (20.7 ± 1.4 years) were monitored over a 30-week competitive season, including 144 training sessions and 30 official matches. External load was tracked using 10 Hz Global Positioning System (GPS) devices. Neuromuscular performance was assessed weekly via the DJ test, measuring RSI, contact time (CT), and jump height (JH) with Optojump. Repeated-measures ANOVA evaluated longitudinal changes, and individual correlations were calculated across acute (7-day), chronic (28-day), and acute: chronic workload ratio periods.

resultsExternal load metrics varied significantly across microcycles, whereas DJ performance metrics remained stable at the group level. However, individual-level analyses revealed significant associations between external load and DJ-derived metrics (particularly between accelerations, decelerations, and high metabolic load distance with CT and JH) in both acute and chronic windows.

conclusionNeuromuscular responses to external training load appear highly individual among semi-professional soccer players. RSI and its components (CT and JH) should be interpreted separately to enhance decision-making regarding training and recovery. A multi-metric, individualized monitoring approach is recommended to optimize performance and reduce injury risk. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

Drop jumpGPS monitoringNeuromuscular readinessReactive strength indexSoccerTraining load

Identifiers

PMID41107876
PMCPMC12532431

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LicenceCC BY-NC-ND
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Registered trials

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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.