ReviewNPJ digital medicine2021
Sports related concussion: an emerging era in digital sports technology.
Review in NPJ digital medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 2 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
18 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Active Rehabilitation Following Acute Mild Traumatic Brain Injury: A Systematic Review.Physiotherapy Canada. Physiotherapie Canada · 2024Pooled it
- Gait Impairment in Traumatic Brain Injury: A Systematic Review.Sensors (Basel, Switzerland) · 2022Pooled it
- Preliminary Evaluation of the Circle Sequencing Task (CST) as a Cognitive-Motor Tool for Concussion Assessment.Sports (Basel, Switzerland) · 2026Article
- A brain-health framework for PTSD: integrating digital biomarkers into multimodal assessment.NPJ digital medicine · 2026Review
- Mapping the acute trajectory of sport-related concussion outcomes across symptoms, cognition, and blood biomarkers.Sports medicine and health science · 2026Review
- Review
- Evaluating R2Play, A Novel Multidomain Return-to-Play Assessment Tool for Concussion: Mixed Methods Feasibility and Face Validity Study.JMIR rehabilitation and assistive technologies · 2025Article
- Increasing Measurement Agreement Between Different Instruments in Sports Environments: A Jump Height Estimation Case Study.Sensors (Basel, Switzerland) · 2025Article
- Article
- Literature review of digital twin in healthcare.Heliyon · 2023Article
- Considerations for integrating wearables into the everyday healthcare practice.NPJ digital medicine · 2023Article
- Traumatic dissection of the anterior cerebral artery secondary to a rugby related impact: A case report with emphasis on the usefulness of T1-VISTA.Surgical neurology international · 2023Article
- Speech error rates after a sports-related concussion.Frontiers in psychology · 2023Article
- Suitability of a Low-Cost Wearable Sensor to Assess Turning in Healthy Adults.Sensors (Basel, Switzerland) · 2022Article
- Free-living gait does not differentiate chronic mTBI patients compared to healthy controls.Journal of neuroengineering and rehabilitation · 2022Article
- Exploring Inertial-Based Wearable Technologies for Objective Monitoring in Sports-Related Concussion: A Single-Participant Report.Physical therapy · 2022Article
- A deep learning-based approach to diagnose mild traumatic brain injury using audio classification.PloS one · 2022Article
- Wearables in rugby union: A protocol for multimodal digital sports-related concussion assessment.PloS one · 2021Article
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
Sports-related concussion (SRC) is defined as a mild traumatic brain injury (mTBI) leading to complex impairment(s) in neurological function with many seemingly hidden or difficult to measure impairments that can deteriorate rapidly without any prior indication. Growing numbers of SRCs in professional and amateur contact sports have prompted closer dialog regarding player safety and welfare. Greater emphasis on awareness and education has improved SRC management, but also highlighted the difficulties of diagnosing SRC in a timely manner, particularly during matches or immediately after competition. Therefore, challenges exist in off-field assessment and return to play (RTP) protocols, with current traditional (subjective) approaches largely based on infrequent snapshot assessments. Low-cost digital technologies may provide more objective, integrated and personalized SRC assessment to better inform RTP protocols whilst also enhancing the efficiency and precision of healthcare assessment. To fully realize the potential of digital technologies in the diagnosis and management of SRC will require a significant paradigm shift in clinical practice and mindset. Here, we provide insights into SRC clinical assessment methods and the translational utility of digital approaches, with a focus on off-field digital techniques to detect key SRC metrics/biomarkers. We also provide insights and recommendations to the common benefits and challenges facing digital approaches as they aim to transition from novel technologies to an efficient, valid, reliable, and integrated clinical assessment tool for SRC. Finally, we highlight future opportunities that digital approaches have in SRC assessment and management including digital twinning and the "digital athlete".
Identifiers
What OpenQuestion holds
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.