ReviewInternational journal of environmental research and public health2019
Wearables for Integrative Performance and Tactic Analyses: Opportunities, Challenges, and Future Directions.
Review in International journal of environmental research and public health, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
What it found
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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.
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.
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Who cites it
24 citing papers in PubMed, 81 citations in OpenAlex.
- Candidate Passive Sensor Suite Technologies for Tactical Combat Casualty Care Environments: Comparative Assessment Study.JMIR medical informatics · 2026Article
- Continuous Glucose Monitoring under standardised conditions regarding diet, exercise and stress in Healthy Young People (CGM-HYPE study): An exploratory clinical trial.PLOS digital health · 2025Article
- Technical Functions of Digital Wearable Products (DWPs) in the Consumer Acceptance Model: A Systematic Review and Bibliometric Analysis with a Biomimetic Perspective.Biomimetics (Basel, Switzerland) · 2025Review
- Athlete monitoring in handball (ATHMON HB): a systematic review protocol.Systematic reviews · 2025Article
- Mapping football tactical behavior and collective dynamics with artificial intelligence: a systematic review.Frontiers in sports and active living · 2025Review
- A multidimensional database of in-game player movements (Actions and events) in gaelic football.Data in brief · 2024Article
- Accuracy Standards of Wearable Technologies for Assessment of Soccer Kicking: Protocol for a Systematic Literature Review.JMIR research protocols · 2024Article
- A critical examination of sport discipline typology: identifying inherent limitations and deficiencies in contemporary classification systems.Frontiers in physiology · 2024Article
- Peak Running, Mechanical, and Physiological Demands of Professional Men's Field Hockey Matches.Journal of human kinetics · 2023Article
- The Ecological Validity of Countermovement Jump to On-Court Asymmetry in Basketball.Sports medicine international open · 2022Article
- Validation of Wearable Device Consisting of a Smart Shirt with Built-In Bioelectrodes and a Wireless Transmitter for Heart Rate Monitoring in Light to Moderate Physical Work.Sensors (Basel, Switzerland) · 2022Article
- Adopting wearables to customize health insurance contributions: a ranking-type Delphi.BMC medical informatics and decision making · 2022Article
- The Use of Wearable Sensors for Preventing, Assessing, and Informing Recovery from Sport-Related Musculoskeletal Injuries: A Systematic Scoping Review.Sensors (Basel, Switzerland) · 2022Article
- An Experimental Feasibility Study Evaluating the Adequacy of a Sportswear-Type Wearable for Recording Exercise Intensity.Sensors (Basel, Switzerland) · 2022Article
- Continuous Glucose Monitoring in Healthy Adults-Possible Applications in Health Care, Wellness, and Sports.Sensors (Basel, Switzerland) · 2022Review
- Inter-Unit Consistency and Validity of 10-Hz GNSS Units in Straight-Line Sprint Running.Sensors (Basel, Switzerland) · 2022Article
- Wearables for Biomechanical Performance Optimization and Risk Assessment in Industrial and Sports Applications.Bioengineering (Basel, Switzerland) · 2022Review
- Quantifying volume and high-speed technical actions of professional soccer players using foot-mounted inertial measurement units.PloS one · 2022Article
- Future of industry 5.0 in society: human-centric solutions, challenges and prospective research areas.Journal of cloud computing (Heidelberg, Germany) · 2022Review
- Wearable Technologies in Field Hockey Competitions: A Scoping Review.Sensors (Basel, Switzerland) · 2021Article
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Micro-electromechanical systems (MEMS) have reduced drastically in size, cost, and power consumption, while improving accuracy. The combination of different sensor technologies is considered a promising step in the monitoring of athletes. Those "wearables" enable the capturing of relevant physiological and tactical information in individual and team sports and thus replacing subjective, time-consuming and qualitative methods with objective, quantitative ones. Prior studies mainly comprised sports categories such as: targeting sports, batting and fielding games as well as net and wall games, focusing on the detection of individual, non-locomotive movements. The increasing capabilities of wearables allow for more complex and integrative analysis expanding research into the last category: invasion sports. Such holistic approaches allow the derivation of metrics, estimation of physical conditions and the analysis of team strategic behavior, accompanied by integrative knowledge gains in technical, tactical, physical, and mental aspects of a sport. However, prior and current researchers find the precise measurement of the actual movement within highly dynamic and non-linear movement difficult. Thus, the present article showcases an overview of the environments in which the wearables are employed. It elaborates their use in individual as well as team-related performance analyses with a special focus on reliability and validity, challenges, and future directions.
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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.