ReviewFrontiers in human neuroscience2022
Effects of video-based training on anticipation and decision-making in football players: A systematic review.
Review in Frontiers in human neuroscience, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.
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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.
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Who cites it
15 citing papers in PubMed, 1 synthesis or guideline pooled it.
- A scoping review of empirical research on executive functions and game intelligence in soccer.Frontiers in psychology · 2025Pooled it
- Sharpening the Coach's Eye: An Observational Study Investigating the Trainability of An Eye-Tracking Strategy for Perceiving Barbell Velocity Loss in Resistance Training.Sports medicine - open · 2026Article
- Badminton expertise shapes cue extraction and evidence accumulation during perceptual prediction.Frontiers in psychology · 2026Article
- Virtual Reality in Ophthalmic Surgical Education: Current Innovations and Future Perspectives.Clinical ophthalmology (Auckland, N.Z.) · 2026Article
- The impact of video-based training on football referees' decision-making skills: a systematic review and meta analysis.BMC sports science, medicine & rehabilitation · 2025Article
- Reliability and Utility of the Skills.Lab Arena as A Real-Time Measurement Technology for Soccer Technique and Cognitive Performance.Journal of sports science & medicine · 2025Article
- NeuroSwift: computer vision-based system to assess the cognitive-motor speed of soccer players-preliminary findings.Frontiers in sports and active living · 2025Article
- Article
- The role of offensive and creative priming videos in enhancing youth football players' performance during small-sided games.Frontiers in psychology · 2025Article
- Effects of Perceptual-Cognitive Training on Anticipation and Decision-Making Skills in Team Sports: A Systematic Review and Meta-Analysis.Behavioral sciences (Basel, Switzerland) · 2024Review
- The Role of Virtual Reality in the Management of Football Injuries.Medicina (Kaunas, Lithuania) · 2024Review
- Cognition in elite soccer players: a general model.Frontiers in psychology · 2024Article
- Animated VR and 360-degree VR to assess and train team sports decision-making: a scoping review.Frontiers in psychology · 2024Article
- Studies of Vision in Cricket-A Narrative Review.Vision (Basel, Switzerland) · 2023Review
- Exploring the effects of 3D-360°VR and 2D viewing modes on gaze behavior, head excursion, and workload during a boxing specific anticipation task.Frontiers in psychology · 2023Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The training of athletes' anticipation and decision-making skills has received increasing attention from researchers, who developed and implemented training programs to achieve this. Video-based training (VBT) has become a popular method in anticipation and decision-making skills training. However, little is known about the benefits of implementing VBT in soccer. This systematic review considered the results of studies on VBT aiming to develop decision-making and anticipation skills in football players, and analyzed its effects. Literature published up to March 2022 was systematically searched on the scientific electronic databases Web of Science, PubMed, Scopus, SportDiscus, and Google Scholar. In total, 5,749 articles were identified. After screening the records according to the set exclusion and inclusion criteria, ten articles were considered eligible, including six longitudinal studies and four acute studies. Eight of the ten included studies (80%) showed that VBT group performance in anticipation or decision-making skills was significantly better at post-test than at pre-test, as evidenced by improvements in response accuracy (RA), response times (RT), mean distance scores (MDS) and passing decision-making performance. In six studies that included the no video-based training (NVBT) group, results showed that athletes in the VBT group performed better in anticipation or decision-making skills than in the NVBT group, as evidenced by improvements in RA and RT performance. The studies used different methods for VBT, both explicit and implicit training effectively improved participants' anticipation and decision-making skills. In addition, the implementation of the "first-person" perspective (i.e., the player's perspective) and virtual reality (VR) improved the presentation of video stimuli, effectively improving anticipation and decision-making. The findings of this review suggest that VBT is beneficial in developing anticipation and decision-making judgments in football players. However, some findings were inconsistent with previous studies due to differences in intervention duration and experimental protocols, and further studies are needed. Furthermore, future research should actively seek to design appropriate retention tests and transfer tests to truly understand the benefits of VBT for athletes.
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