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Cognitive training research is often debated on two fronts:

  1. Does training transfer beyond the task itself?
  2. Does it measurably change brain function — not just behavior?

A newly published controlled study in the Journal of Digital Life (2026) directly addresses both questions in the context of NeuroTrackerX's remote training application in competitive soccer players.

Rather than focusing on laboratory-only systems, this study examined what happens when athletes train independently at home — and whether measurable changes occur in both cognitive performance and brain activity.

Study Overview

Title: Impact of Three-Dimensional Multiple Object Tracking (3D-MOT) on Cognitive Performance and Brain Activity in Soccer Players
Design: Controlled pre–post study
Participants: 29 university-level soccer players
Intervention: ~30 NTX sessions over 9 weeks (home-based)
Outcome Measures:

  • NTX performance
  • 2-back and 3-back working memory tasks
  • EEG (alpha, theta, beta, gamma bands) during cognitive testing

Unlike earlier sport performance studies without control groups, this study included a matched control group that continued regular training and performing only pre and post NeuroTracker baselines.

Key Findings

1️⃣ Clear Improvement in NeuroTracker Performance

Participants who trained with NeuroTracker showed significant improvements in their tracking speed thresholds, while controls showed no improvement in pre post baselines.

Importantly, these gains occurred in a fully remote, self-directed format — not in a laboratory-controlled environment.

This supports feasibility and scalability.

2️⃣ Transfer to Working Memory — But With Boundaries

The NeuroTracker group demonstrated a statistically significant improvement in 2-back task accuracy.

The 2-back task requires:

  • Online updating of information
  • Sustained attention
  • Short-term working memory

However:

  • No improvement was observed in the more demanding 3-back condition.
  • Reaction time improvements occurred in both groups (likely practice effects).

This pattern is notable.

It suggests transfer occurred under moderate cognitive load, but not under higher executive strain.

That boundary strengthens interpretive credibility.

Rather than implying broad, unlimited transfer, the data point toward selective enhancement of attentional regulation and short-term information updating.

3️⃣ EEG Evidence of Neural Modulation

One of the most important contributions of this study is the inclusion of EEG measurements.

During the 2-back task, the NTX group showed a significant increase in frontal alpha power after training.

Frontal alpha activity is commonly associated with:

  • Attentional gating
  • Suppression of irrelevant information
  • Efficient allocation of cognitive resources

In practical terms, increased alpha power during task performance may reflect improved neural efficiency — the ability to suppress distractions and prioritize task-relevant processing.

No significant changes were observed in frontal theta activity, which is often linked to heavy working memory load.

This aligns with the behavioral data:

  • Attentional regulation improved.
  • Higher-level working memory capacity did not measurably increase under the study conditions.

The neural findings support the interpretation that NeuroTracker training primarily strengthened attentional control mechanisms rather than maximal working memory capacity.

Why the Remote Format Matters

Many cognitive training studies are conducted under tightly controlled laboratory supervision.

This study differed in three important ways:

  • Participants trained independently at home.
  • Compliance was monitored but not performance-enhanced.
  • Training occurred alongside normal athletic schedules.

Over approximately 30 sessions in 9 weeks, improvements were still observed.

This suggests that perceptual-cognitive training does not necessarily require centralized laboratory infrastructure to produce measurable effects.

For sports programs, distributed teams, and research scalability, that matters.

Remote Feasibility and Adherence

An additional strength of this study was its real-world adherence profile. Participants were asked to complete 30 NeuroTracker sessions over nine weeks in a fully home-based format. On average, athletes completed 28.5 sessions, with the majority reaching the full target. Monitoring was intentionally minimal — limited to a basic management interface and reminder-style check-ins — and was not designed to enhance motivation or performance.

These findings support the practical feasibility of distributed NeuroTracker training and align with previous research validating NeuroTrackerX as a research-grade tool for remote use: A Protocol for Remote Cognitive Training Developed for Use in Clinical Populations During the COVID-19 Pandemic

What This Study Does — And Does Not — Claim

This research does not claim:

  • Guaranteed sport performance enhancement
  • Large-scale working memory expansion
  • Universal cognitive transfer

Instead, it provides evidence that:

  • Remote 3D-MOT training can improve task-specific tracking ability.
  • Transfer may occur to moderate-load working memory tasks.
  • Neural activity associated with attentional control can be measurably modulated.
  • Effects appear selective and load-dependent.

That level of specificity is important in a field often criticized for overgeneralization.

Broader Context: Where This Fits in the Cognitive Training Debate

The cognitive training field continues to examine:

  • Near vs far transfer
  • Task similarity effects
  • Neural efficiency markers
  • Load-specific adaptation

This study contributes to that discussion in several ways:

  • It supports transfer under moderate cognitive demands.
  • It provides electrophysiological evidence of attentional modulation.
  • It highlights limitations under higher working memory load.
  • It validates a remote delivery model.

Rather than framing cognitive training as a global enhancer, the data support a more precise interpretation:

Perceptual-cognitive training may strengthen attentional regulation systems, particularly under dynamic and moderate-load conditions.

In open-skill sports such as soccer — where players must track multiple moving elements while filtering interference — this type of attentional modulation may be functionally relevant.

Further research will be needed to determine:

  • Whether increased training dose alters high-load transfer,
  • Whether protocol variations can influence working memory more directly,
  • How neural modulation relates to real-world decision-making metrics.

Final Perspective

This study adds to a growing body of literature suggesting that structured perceptual-cognitive training can:

  • Improve dynamic tracking performance
  • Transfer to certain attentional tasks
  • Modulate neural oscillatory activity
  • Function in scalable, home-based formats

It also reinforces an important principle in cognitive science:

Improvements are often selective, load-dependent, and domain-constrained — not universal.

For clinicians, researchers, and performance specialists evaluating digital cognitive tools, studies like this provide increasingly granular insight into how and where measurable effects occur.

And that specificity may be the most valuable outcome of all.

Study Reference

Saito, Y., Isogai, H., & Natsume, K. (2026).
Impact of Three-Dimensional Multiple Object Tracking (3D-MOT) on Cognitive Performance and Brain Activity in Soccer Players.
Journal of Digital Life, 5(S9).
Published February 20, 2026.

For a concise report of the study's methodology and key findings, see the science summary here: I mpact of 3D-MOT on Cognitive Performance and Brain Activity in Soccer Players

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