Evidence map›Paper›PMID 42496388›Full record

ArticleJournal of functional morphology and kinesiology2026

Data-Driven Reduction of External Load Variables in Indoor Team Sports Using Local Positioning System.

Christos Kokkotis, Ioannis Kansizoglou, Dimitrios Pantazis, Alexandra Avloniti, Dimitrios Balampanos, Panagiotis Foteinakis, Theodoros Stampoulis, Maria Protopapa, Alexandros Dendrinos, Panagiotis Aggelakis and 5 more

Abstract read
In one paragraph

Article in Journal of functional morphology and kinesiology, 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. 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

15 authors.

Christos KokkotisDepartment of Occupational Therapy, School of Physical Education, Sport Science and Occupational Therapy, Democritus University of Thrace, 69100 Komotini, Greece.
Ioannis KansizoglouDepartment of Occupational Therapy, School of Physical Education, Sport Science and Occupational Therapy, Democritus University of Thrace, 69100 Komotini, Greece.ORCID 0000-0003-2064-6442
Dimitrios PantazisDepartment of Physical Education and Sport Science, School of Physical Education, Sport Science and Occupational Therapy, Democritus University of Thrace, 69100 Komotini, Greece.ORCID 0009-0002-9398-790X
Alexandra AvlonitiDepartment of Physical Education and Sport Science, School of Physical Education, Sport Science and Occupational Therapy, Democritus University of Thrace, 69100 Komotini, Greece.ORCID 0000-0003-1406-039X
Dimitrios BalampanosDepartment of Physical Education and Sport Science, School of Physical Education, Sport Science and Occupational Therapy, Democritus University of Thrace, 69100 Komotini, Greece.ORCID 0009-0001-0521-1072
Panagiotis FoteinakisDepartment of Physical Education and Sport Science, School of Physical Education, Sport Science and Occupational Therapy, Democritus University of Thrace, 69100 Komotini, Greece.ORCID 0009-0001-4999-5008
Theodoros StampoulisDepartment of Occupational Therapy, School of Physical Education, Sport Science and Occupational Therapy, Democritus University of Thrace, 69100 Komotini, Greece.ORCID 0009-0005-7542-6078
Maria ProtopapaDepartment of Physical Education and Sport Science, School of Physical Education, Sport Science and Occupational Therapy, Democritus University of Thrace, 69100 Komotini, Greece.ORCID 0009-0000-2389-0008
Alexandros DendrinosDepartment of Physical Education and Sport Science, School of Physical Education, Sport Science and Occupational Therapy, Democritus University of Thrace, 69100 Komotini, Greece.
Panagiotis AggelakisDepartment of Physical Education and Sport Science, School of Physical Education, Sport Science and Occupational Therapy, Democritus University of Thrace, 69100 Komotini, Greece.ORCID 0009-0006-2983-0384
Nikolaos ZarasDepartment of Physical Education and Sport Science, School of Physical Education, Sport Science and Occupational Therapy, Democritus University of Thrace, 69100 Komotini, Greece.ORCID 0000-0001-8933-723X
Paraskevi MalliouDepartment of Physical Education and Sport Science, School of Physical Education, Sport Science and Occupational Therapy, Democritus University of Thrace, 69100 Komotini, Greece.
Maria MichalopoulouDepartment of Physical Education and Sport Science, School of Physical Education, Sport Science and Occupational Therapy, Democritus University of Thrace, 69100 Komotini, Greece.ORCID 0009-0001-8136-9090
Antonios GasteratosDepartment of Production and Management Engineering, School of Engineering, Democritus University of Thrace, 67132 Xanthi, Greece.ORCID 0000-0002-5421-0332
Athanasios ChatzinikolaouDepartment of Physical Education and Sport Science, School of Physical Education, Sport Science and Occupational Therapy, Democritus University of Thrace, 69100 Komotini, Greece.ORCID 0000-0002-4238-7632

Funding

European Union - NextGenerationEU through the Recovery and Resilience Facility (RRF) for the period 2022-2025, with the contribution of the National Public Investment Programme (PIP) and national resources covering VAT DLiS- ΥΠ3ΤΑ- 0559995
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

dimensionality reductionexternal loadexternal-load profilingK-means clusteringlocal positioning systemunsupervised learning

Identifiers

PMID42496388
PMCPMC13398040

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.