ReviewSensors (Basel, Switzerland)2019
Review on Wearable Technology Sensors Used in Consumer Sport Applications.
Review in Sensors (Basel, Switzerland), 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 95 papers, 7 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
95 citing papers in PubMed, 7 syntheses or guidelines pooled it.
- Measurement Properties of Wearable Kinematic-Based Data Collection Systems to Evaluate Ball Kicking in Soccer: A Systematic Review with Evidence Gap Map.Sensors (Basel, Switzerland) · 2024Pooled it
- Validity and Reliability of Inertial Measurement Units on Lower Extremity Kinematics During Running: A Systematic Review and Meta-Analysis.Sports medicine - open · 2022Pooled it
- Wearables in Swimming for Real-Time Feedback: A Systematic Review.Sensors (Basel, Switzerland) · 2022Pooled it
- Can the Eight Hop Test Be Measured with Sensors? A Systematic Review.Sensors (Basel, Switzerland) · 2022Pooled it
- Validity and Reliability of the Inertial Measurement Unit for Barbell Velocity Assessments: A Systematic Review.Sensors (Basel, Switzerland) · 2021Pooled it
- 2021 ISHNE/ HRS/ EHRA/ APHRS collaborative statement on mHealth in Arrhythmia Management: Digital Medical Tools for Heart Rhythm Professionals: From the International Society for Holter and Noninvasive Electrocardiology/Heart Rhythm Society/European Heart Rhythm Association/Asia Pacific Heart Rhythm Society.Annals of noninvasive electrocardiology : the official journal of the International Society for Holter and Noninvasive Electrocardiology, Inc · 2021Guideline
- Sensing Systems for Respiration Monitoring: A Technical Systematic Review.Sensors (Basel, Switzerland) · 2020Pooled it
- Wearable sensors for respiratory protection in occupational settings.Journal of safety research · 2026Review
- Smartwatch use intensity and social physique anxiety: the moderating role of neuroticism and conscientiousness.BMC psychology · 2026Article
- Quantitative Comparative Analysis of Annual Training Volume and Intensity Distribution of Male Biathlon National Team and University Athletes Using Global Positioning Systems and Wearable Devices.Sensors (Basel, Switzerland) · 2026Article
- The intention of Chinese college students to use sports smart wearable devices based on the technology acceptance model and technology readiness index.Scientific reports · 2026Article
- Wearable technology for athletes: material innovations, performance monitoring, and emerging paradigms.Mikrochimica acta · 2026Review
- From reductionism to complex systems: Paradigm shift and knowledge evolution in competitive sports research using BERTopic.PloS one · 2026Article
- A comprehensive survey of artificial intelligence methods for cardiovascular disease detection: Recent advances and future challenges.MethodsX · 2025Review
- Wearable Sensors for Precise Exercise Monitoring and Analysis.Biosensors · 2025Review
- Validation of Garmin HRM-Pro for Assessment of Spatiotemporal Parameters During Treadmill Running: Agreement with Three Motion Analysis Systems.Sensors (Basel, Switzerland) · 2025Article
- A Formative Assessment System in Baduanjin Physical Education Based on Inertial Measurement Unit Motion Capture.Sensors (Basel, Switzerland) · 2025Article
- Smart Textiles for Personalized Sports and Healthcare.Nano-micro letters · 2025Review
- Assessing Corrosion Effects on the Electrical Performance of Wearable Photovoltaic Cells: A Comparative Analysis of Current Consistency and Resistance.Materials (Basel, Switzerland) · 2025Article
- A case study on the impact of Ramadan on biomechanical and physiological markers in a female collegiate student-athlete.Frontiers in sports and active living · 2025Article
35 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
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This review paper discusses the trends and projections for wearable technology in the consumer sports sector (excluding professional sport). Analyzing the role of wearable technology for different users and why there is such a need for these devices in everyday lives. It shows how different sensors are influential in delivering a variety of readings that are useful in many ways regarding sport attributes. Wearables are increasing in function, and through integrating technology, users are gathering more data about themselves. The amount of wearable technology available is broad, each having its own role to play in different industries. Inertial measuring unit (IMU) and Global Positioning System (GPS) sensors are predominantly present in sport wearables but can be programmed for different needs. In this review, the differences are displayed to show which sensors are compatible and which ones can evolve sensor technology for sport applications.
Indexed as
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.