SynthesisSports medicine - open2021
The Quantification of Acceleration Events in Elite Team Sport: a Systematic Review.
Synthesis in Sports medicine - open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.
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Who cites it
31 citing papers in PubMed.
- An updated conceptual framework on physical performance and training in soccer: a narrative review.Sports medicine - open · 2026Review
- Position-Specific Match Demands in Professional Soccer Assessed Using GPS Technology: A Repeated-Measures Analysis.Sports (Basel, Switzerland) · 2026Article
- Impact of Sprint Performance Characteristics Across Acceleration-Initial Speed Profiles in LALIGA.Sports (Basel, Switzerland) · 2026Article
- How Valid Are Wearable Devices in Team Sports? A Systematic Review.Sports (Basel, Switzerland) · 2026Review
- Seasonal Analysis of Match External Load in Hungarian Second-Division Professional Football Across Three Competitive Seasons Using GPS-Derived Match-Average Data.Sports (Basel, Switzerland) · 2026Article
- Comparative analysis of performance data from various small-sided games with match data.BMC sports science, medicine & rehabilitation · 2026Article
- Assessing High-Intensity Acceleration Efforts Using Local Positioning System-Introducing the Concept of the Relative Acceleration Threshold to Ice Hockey.Sports (Basel, Switzerland) · 2026Article
- Is lower training frequency more effective? Dose-response relationship of in-season flywheel resistance training on vertical jump and sprint performance in male team-sport athletes: a meta analysis.BMC sports science, medicine & rehabilitation · 2026Article
- When digital tracking helps or hinders: unpacking the heterogeneous effects of activity trackers on adolescent athletes through the lens of motivation and acceptance.Frontiers in psychology · 2026Article
- Article
- Integration without decoupling? Hybrid governance and systemic equity in the proposed NBA-FIBA European League.Frontiers in sports and active living · 2026Article
- Trends in Semiprofessional Scottish Football Players' Acceleration and Deceleration Loads Across Playing Positions During Competitive Play and Training.Translational sports medicine · 2026Article
- WMRE2030: integrating wearable devices, multi-omics, and artificial intelligence-driven real-time feedback into a daily-scale closed-loop framework for a new era of precision exercise.Frontiers in physiology · 2026Review
- Match-day peaks and post-match compensation: divergent weekly load profiles of starters vs. non-starters in professional women's soccer.Frontiers in sports and active living · 2026Article
- Exploring the Relationship Between Game Performance and Physical Demands in Youth Male Basketball Players.Journal of functional morphology and kinesiology · 2025Article
- Understanding Acceleration-Based Load Metrics: From Concepts to Implementation.Sensors (Basel, Switzerland) · 2025Review
- Methods for Capturing and Quantifying Contact Events in Collision Sports.Sports (Basel, Switzerland) · 2025Article
- Playerload™ and accelerometer-based metrics: scientific evaluation and implications for athlete monitoring.Frontiers in sports and active living · 2025Review
- Article
- Concurrent validity and between-device reliability of the Catapult Vector S8 GNSS device.PloS one · 2025Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundWearable tracking devices are commonly utilised to quantify the external acceleration load of team sport athletes during training and competition. The ability to accelerate is an important attribute for athletes in many team sports. However, there are many different acceleration metrics that exist in team sport research. This review aimed to provide researchers and practitioners with a clear reporting framework on acceleration variables by outlining the different metrics and calculation processes that have been adopted to quantify acceleration loads in team sport research.
methodsA systematic review of three electronic databases (CINAHL, MEDLINE, SPORTDiscus), was performed to identify peer-reviewed studies that published external acceleration load in elite team sports during training and/or competition. Articles published between January 2010 and April 2020 were identified using Boolean search phrases in relation to team sports (population), acceleration/deceleration (comparators), and competition and/or training (outcome). The included studies were required to present external acceleration and/or deceleration load (of any magnitude) from able-bodied athletes (mean age ≥ 18 years) via wearable technologies.
resultsA total of 124 research articles qualified for inclusion. In total, 113/124 studies utilised GPS/GNSS technology to outline the external acceleration load of athletes. Count-based metrics of acceleration were predominant of all metrics in this review (72%). There was a lack of information surrounding the calculation process of acceleration with 13% of studies specifying the filter used in the processing of athlete data, whilst 32% outlined the minimum effort duration (MED). Markers of GPS/GNSS data quality, including horizontal dilution of precision (HDOP) and the average number of satellites connected, were outlined in 24% and 27% of studies respectively.
conclusionsTeam sport research has predominantly quantified external acceleration load in training and competition with count-based metrics. Despite the influence of data filtering processes and MEDs upon acceleration, this information is largely omitted from team sport research. Future research that outlines acceleration load should present filtering processes, MEDs, HDOP, and the number of connected satellites. For GPS/GNSS systems, satellite planning tools should document evidence of available satellites for data collection to analyse tracking device performance. The development of a consistent acceleration filtering method should be established to promote consistency in the research of external athlete acceleration loads.
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