SynthesisPsychonomic bulletin & review2021
A critical systematic review of the Neurotracker perceptual-cognitive training tool.
Synthesis in Psychonomic bulletin & review, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 4 of them syntheses that pooled 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.
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.
Who cites it
26 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Perceptual-cognitive training in basketball: effects on cognitive-motor performance, decision-making, and sport-specific transfer across youth players.Frontiers in pediatrics · 2026Pooled it
- Exploring the potential of artificial intelligence in individualized cognitive training: A systematic review.PloS one · 2025Pooled it
- A meta-analysis of performance advantages on athletes in multiple object tracking tasks.Scientific reports · 2024Pooled it
- Perceptual-Motor and Perceptual-Cognitive Skill Acquisition in Soccer: A Systematic Review on the Influence of Practice Design and Coaching Behavior.Frontiers in psychology · 2021Pooled it
- Assessing the Role of Dark Sweet Cherry (Nutrients · 2025Trial
- Effects of 6-Week Motor-Cognitive Agility Training on Football Test Performance in Adult Amateur Players - A Three-Armed Randomized Controlled Trial.Journal of sports science & medicine · 2024Trial
- Feasibility of a novel neurofeedback system: a parallel randomized single-blinded pilot study.Scientific reports · 2023Trial
- Enhancing Coordination Skills and Upper-Limb Symmetry Through a Mobile-Application-Based Training Program in 12-14-Year-Old Basketball Players.Journal of functional morphology and kinesiology · 2026Article
- Article
- Multimodal neural feedback collaborative training system for executive function and tactical cognition enhancement in football athletes.Scientific reports · 2025Article
- Binocular vs. monocular 3D cues in multiple object tracking: expertise differences between soccer players and non-athletes.Cognitive research: principles and implications · 2025Article
- Investigation of Gait Characteristics and Kinematic Deviations in Rare Genetic Disorders with Instrumented Gait Analysis.Journal of intellectual disability research : JIDR · 2025Article
- Highly automated driving: the role of visuo-attentional and executive abilities in take-over success.Frontiers in psychology · 2025Article
- Baseline Neurotracker performance does not correlate to overall season sport performance in university varsity athletes.Frontiers in sports and active living · 2025Article
- Attentional capacity matters for visuomotor adaptation to a virtual reality driving simulator.Scientific reports · 2024Article
- There is No Supporting Evidence for a Far Transfer of General Perceptual or Cognitive Training to Sports Performance.Sports medicine (Auckland, N.Z.) · 2024Article
- Validity of a motor-cognitive dual-task agility test in elite youth football players.European journal of sport science · 2024Article
- Viewing angle, skill level and task representativeness affect response times in basketball defence.Scientific reports · 2024Article
- Impact of biological sex, concussion history and sport on baseline NeuroTracker performance in university varsity athletes.Frontiers in sports and active living · 2024Article
- Esports experts have a wide gaze distribution and short gaze fixation duration: A focus on League of Legends players.PloS one · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
In this systematic review, we evaluate the scientific evidence behind "Neurotracker," one of the most popular perceptual-cognitive training tools in sports. The tool, which is also used in rehabilitation and aging research to examine cognitive abilities, uses a 3D multiple object-tracking (MOT) task. In this review, we examine Neurotracker from both a sport science and a basic science perspective. We first summarize the sport science debate regarding the value of general cognitive skill training, based on tools such as Neurotracker, versus sport-specific skill training. We then consider the several hundred MOT publications in cognitive and vision science from the last 30 years that have investigated cognitive functions and object tracking processes. This literature suggests that the abilities underlying object tracking are not those advertised by the Neurotracker manufacturers. With a systematic literature search, we scrutinize the evidence for whether general cognitive skills can be tested and trained with Neurotracker and whether these trained skills transfer to other domains. The literature has major limitations, for example a total absence of preregistered studies, which makes the evidence for improvements for working memory and sustained attention very weak. For other skills as well, the effects are mixed. Only three studies investigated far transfer to ecologically valid tasks, two of which did not find any effect. We provide recommendations for future Neurotracker research to improve the evidence base and for making better use of sport and basic science findings.
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Registered trials
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.