Evidence map›Paper›PMID 42359314›Full record

ArticleFrontiers in psychology2026

Enhancing physical, technical, tactical, and cognitive performance in female youth football players using eye-tracking and neurofeedback training: an exploratory study.

Sílvio A Carvalho, Pedro Bezerra, José E Teixeira, Pedro Forte, Rui M Silva, José M Cancela-Carral

Abstract read
In one paragraph

Article in Frontiers in psychology, 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
–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

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

6 authors.

Sílvio A CarvalhoFaculty of Educational Sciences and Sports Sciences, University of Vigo, Pontevedra, Spain.
Pedro BezerraSPRINT-Sport Physical Activity and Health Research & Innovation Center, Viana do Castelo, Portugal.
José E TeixeiraSPRINT-Sport Physical Activity and Health Research & Innovation Center, Viana do Castelo, Portugal.
Pedro ForteDepartment of Sports, Higher Institute of Educational Sciences of the Douro, Penafiel, Portugal.
Rui M SilvaSPRINT-Sport Physical Activity and Health Research & Innovation Center, Viana do Castelo, Portugal.
José M Cancela-CarralFaculty of Educational Sciences and Sports Sciences, University of Vigo, Pontevedra, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study aimed to investigate the effects of an intervention combining eye-tracking and neurofeedback training on technical, tactical, and cognitive performance in young female football players. A cross-sectional study was conducted with eight female youth football players (15.6 ± 1.2 years) recruited from a FIFA-certified training centre. Anthropometric measures (body mass, standing height, and seated height) were recorded, and biological maturity was assessed using the Mirwald equation. Performance was evaluated using standardized tests: Loughborough Football Shooting Test (LSST) for technical skill, Yo-Yo Intermittent Recovery Test Level 1 (YYIR1) for endurance, and a system of tactical assessment in football (FUT-SAT) instrument for motor and tactical proficiency. For clarity, we define the measurement moments used throughout this article: baseline assessments are denoted as moment 1 (M1) and post-intervention assessments after the six-week training period as moment 2 (M2). Eye-tracking metrics, decision-making indexes, and neurofeedback parameters were analysed using i-Brain and i-Tracker technologies. Players showed significant improvements in technical and tactical performance, particularly in shooting velocity and offensive unit efficiency, alongside enhanced decision-making stability and defensive coordination. Eye-tracking metrics revealed increased fixation efficiency and reduced revisit counts, indicating more effective visual search strategies. YYIR1 performance improved, suggesting that the intervention did not impair intermittent recovery capacity. The integration of eye-tracking and neurofeedback training demonstrated potential for enhancing cognitive and technical performance in female youth football players. Improvements in shooting accuracy, decision-making speed, and gaze efficiency suggest that these technologies could be valuable additions to traditional training methods.

Indexed as

cognitiveeye-trackingneurofeedbackperformancesocceryouth female

Identifiers

PMID42359314
PMCPMC13290523

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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.