SynthesisJournal of athletic training2017
Head-Impact-Measurement Devices: A Systematic Review.
Synthesis in Journal of athletic training, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 88 papers, 9 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.
Additional Effects of Visual Feedback Along With Action Observation Therapy on Balance, Mobility and Cognition in Cerebral Palsy
Association of History of Concussion With Sleep and Physical Performance in Contact Sports Athletes
Who cites it
88 citing papers in PubMed, 9 syntheses or guidelines pooled it.
- Head Acceleration Magnitude in Sport-Related Concussive Impacts: A Systematic Review and Meta-analysis.Sports medicine (Auckland, N.Z.) · 2026Pooled it
- Risk of Cognitive Decline in Professional Soccer Players after Repetitive Subconcussive Impacts: A Systematic Review and Meta-analysis.Neurologia medico-chirurgica · 2026Pooled it
- Quantification of heading in adult football: a systematic review and evidence synthesis.British journal of sports medicine · 2025Pooled it
- Unlocking the Impact: A Systematic Review and Meta-Analysis of Biomechanical Insights into Rugby Head Impacts Using Wearable Sensor Technology.Sports medicine (Auckland, N.Z.) · 2025Pooled it
- Head Games: A Systematic Review and Meta-analysis Examining Concussion and Head Impact Incidence Rates, Modifiable Risk Factors, and Prevention Strategies in Youth Tackle Football.Sports medicine (Auckland, N.Z.) · 2022Pooled it
- Head Impact Research Using Inertial Sensors in Sport: A Systematic Review of Methods, Demographics, and Factors Contributing to Exposure.Sports medicine (Auckland, N.Z.) · 2022Pooled it
- Head Impact Sensor Studies In Sports: A Systematic Review Of Exposure Confirmation Methods.Annals of biomedical engineering · 2020Pooled it
- The Effectiveness of Regulations and Behavioral Interventions on Head Impacts and Concussions in Youth, High-School, and Collegiate Football: A Systematized Review.Annals of biomedical engineering · 2020Pooled it
- Frequency and Magnitude of Game-Related Head Impacts in Male Contact Sports Athletes: A Systematic Review and Meta-Analysis.Sports medicine (Auckland, N.Z.) · 2019Pooled it
- High Energy Side and Rear American Football Head Impacts Cause Obvious Performance Decrement on Video.Annals of biomedical engineering · 2020Trial
- In-lab assessment of a ice hockey helmet-integrated sensor fusion framework for torque estimation: A proof-of-concept study.JSAMS plus · 2026Article
- Comparison of Six Data Cleaning Methods for Determining Repetitive Head Impact Exposure in Youth Tackle Football.Annals of biomedical engineering · 2026Article
- SHAP-based interpretable machine learning for injury risk prediction in university football players: a multi-dimensional data analysis approach.Scientific reports · 2025Article
- Methods for Capturing and Quantifying Contact Events in Collision Sports.Sports (Basel, Switzerland) · 2025Article
- A Machine Learning Approach to Concussion Risk Estimation Among Players Exhibiting Visible Signs in Professional Hockey.Sports medicine (Auckland, N.Z.) · 2025Article
- Limb biomechanics in combat sports: insights from wearable sensor technology.Frontiers in bioengineering and biotechnology · 2025Review
- Quantitative video analysis of head acceleration events: a review.Frontiers in bioengineering and biotechnology · 2025Review
- Concussion injuries in sports and the role of instrumented mouthguards: a mini review.Frontiers in bioengineering and biotechnology · 2025Review
- Development of a repetitive traumatic brain injury risk function based on real-world accident reconstruction and wavelet packet energy analysis.Frontiers in bioengineering and biotechnology · 2025Article
- Distribution of position-specific head impact severities among professional and Division I collegiate American football athletes during games.BMJ open sport & exercise medicine · 2025Article
28 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
contextWith an estimated 3.8 million sport- and recreation-related concussions occurring annually, targeted prevention and diagnostic methods are needed. Biomechanical analysis of head impacts may provide quantitative information that can inform both prevention and diagnostic strategies.
objectiveTo assess available head-impact devices and their clinical utility. DATA SOURCES: We performed a systematic search of the electronic database PubMed for peer-reviewed publications, using the following phrases: accelerometer and concussion, head impact telemetry, head impacts and concussion and sensor, head impacts and sensor, impact sensor and concussion, linear acceleration and concussion, rotational acceleration and concussion, and xpatch concussion. In addition to the literature review, a Google search for head impact monitor and concussion monitor yielded 15 more devices. STUDY SELECTION: Included studies were performed in vivo, used commercially available devices, and focused on sport-related concussion. DATA EXTRACTION: One author reviewed the title and abstract of each study for inclusion and exclusion criteria and then reviewed each full-text article to confirm inclusion criteria. Controversial articles were reviewed by all authors to reach consensus. DATA SYNTHESIS: In total, 61 peer-reviewed articles involving 4 head-impact devices were included. Participants in boxing, football, ice hockey, soccer, or snow sports ranged in age from 6 to 24 years; 18% (n = 11) of the studies included female athletes. The Head Impact Telemetry System was the most widely used device (n = 53). Fourteen additional commercially available devices were presented.
conclusionsMeasurements collected by impact monitors provided real-time data to estimate player exposure but did not have the requisite sensitivity to concussion. Proper interpretation of previously reported head-impact kinematics across age, sport, and position may inform future research and enable staff clinicians working on the sidelines to monitor athletes. However, head-impact-monitoring systems have limited clinical utility due to error rates, designs, and low specificity in predicting concussive injury.
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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.