Evidence map›Paper›PMID 36636199›Full record

ArticleBiology of sport2023

Monitoring training load in youth soccer players: effects of a six-week preparatory training program and the association between external and internal loads.

Sandra Lechner, Achraf Ammar, Omar Boukhris, Khaled Trabelsi, Jordan M Glenn, Jesper Schwarz, Omar Hammouda, Piotr Zmijewski, Hamdi Chtourou, Tarak Driss and 1 more

Open access · goldAbstract read
In one paragraph

Article in Biology of sport, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
2.8field-weighted citation impact, top 10% of its field
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

12 citing papers in PubMed, 17 citations in OpenAlex.

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  6. [Optimization and validation of a mathematical model for precise assessment of personalized exercise load based on wearable devices].Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi · 2025
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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

11 authors at 5 institutions in 5 countries.

Sandra LechnerInstitute of Sport Science, Otto-von-Guericke University, 39106, Magdeburg, Germany.
Achraf AmmarInstitute of Sport Science, Otto-von-Guericke University, 39106, Magdeburg, Germany.
Omar BoukhrisHigh Institute of Sport and Physical Education of Sfax, University of Sfax, Sfax, Tunisia.
Khaled TrabelsiHigh Institute of Sport and Physical Education of Sfax, University of Sfax, Sfax, Tunisia.
Jordan M GlennDepartment of Health, Exercise Science Research Center Human Performance and Recreation, University of Arkansas, Fayetteville, Arkansas, USA.
Jesper SchwarzBraunschweiger Turn- und Sportverein Eintracht von 1895 e.V., Braunschweig, Lower Saxony, Germany.
Omar HammoudaInterdisciplinary Laboratory in Neurosciences, Physiology and Psychology: Physical Activity, Health and Learning (LINP2), UPL, UFR STAPS (Faculty of Sport Sciences), Paris Nanterre University, Nanterre, France.
Piotr ZmijewskiJozef Pilsudski University of Physical Education in Warsaw, Warsaw, Poland.
Hamdi ChtourouHigh Institute of Sport and Physical Education of Sfax, University of Sfax, Sfax, Tunisia.
Tarak DrissInterdisciplinary Laboratory in Neurosciences, Physiology and Psychology: Physical Activity, Health and Learning (LINP2), UPL, UFR STAPS (Faculty of Sport Sciences), Paris Nanterre University, Nanterre, France.
Anita HoekelmannInstitute of Sport Science, Otto-von-Guericke University, 39106, Magdeburg, Germany.
Otto-von-Guericke University Magdeburg · DEUniversity of Sfax · TNUniversité Paris Nanterre · FRJózef Piłsudski University of Physical Education in Warsaw · PLUniversity of Arkansas at Fayetteville · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study examined the effects of a six-week preparatory training program on physical performance and physiological adaptations in junior soccer players. Additionally, we investigated whether a relationship existed between external and internal loads. Youth soccer players (aged 16 years old) from a youth football academy participated in six weeks of pre-conditioning training. Wireless Polar Team Pro and Polar heart rate sensors (H10) were used to monitor physical performance indicators (sprint and acceleration scores, covered distance, maximum and average speed and duration), physiological responses (maximum and average heart rate [HR] and R-R interval, time in HR zones 4+5, and heart rate variability [HRV]), and training load score. Additionally, muscle status and rating of perceived exertion (RPE) scores were measured using digital questionnaires. Significant increases were observed in the majority of physical performance indicators [i.e., sprints (p = 0.015, ES = 1.02), acceleration (p = 0.014, ES = 1), total distance (p = 0.02, ES = 0.87), as well as maximum speed (p = 0.02, ES = 0.87)]. A trend towards improvement was observed in the remaining performance indicators (i.e., distance/min and avg speed; ES = 0.6), training load (ES = 0.2), muscle status (ES = 0.3)), and all physiological responses parameters (ES = 0.1 to 0.6). Significant correlations were found between the majority of external load parameters (i.e., performance indicators) and objective (i.e., physiological responses) and subjective (i.e., RPE, muscle status) internal load parameters (p < 0.001). The highest number of moderate-large correlations were registered between performance indicators and time in HR zone 4+5 (0.58 < r < 0.82), training load (0.53 < r < 0.83), average HR (0.50 < r < 0.87), maximal HR (0.51 < r < 0.54) and average R-R interval (0.58 < r < 0.76). HR zone 4+5, average and maximal HR, average R-R interval, and training load score may help control training parameters and reduce the risk of under- or over-training in youth soccer players. However, these conclusions should be confirmed and replicated in future studies with more diverse subject populations.

Indexed as

External parametersInternal parametersTraining monitoringYouth football

Identifiers

PMID36636199
PMCPMC9806748
OpenAlexW4206759528

What OpenQuestion holds

Textmetadata
LicenceCC BY-SA
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.