Reliability and Validity of Commercially Available Wearable Devices for Measuring Steps, Energy Expenditure, and Heart Rate: Systematic Review
出版年份 2020 全文链接
标题
Reliability and Validity of Commercially Available Wearable Devices for Measuring Steps, Energy Expenditure, and Heart Rate: Systematic Review
作者
关键词
-
出版物
JMIR mHealth and uHealth
Volume 8, Issue 9, Pages e18694
出版商
JMIR Publications Inc.
发表日期
2020-06-26
DOI
10.2196/18694
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Heart rate measures from the Apple Watch, Fitbit Charge HR 2, and electrocardiogram across different exercise intensities
- (2019) Elizabeth A. Thomson et al. JOURNAL OF SPORTS SCIENCES
- Activity Monitor Placed at the Nonparetic Ankle Is Accurate in Measuring Step Counts During Community Walking in Poststroke Individuals: A Validation Study
- (2019) Noémie C. Duclos et al. PM&R
- Validation of the Fitbit Charge 2 compared to the ActiGraph GT3X+ in older adults with knee osteoarthritis in free-living conditions
- (2019) Jamie E. Collins et al. PLoS One
- Measuring ambulation with wrist‐based and hip‐based activity trackers for children with cerebral palsy
- (2019) Debra A Sala et al. DEVELOPMENTAL MEDICINE AND CHILD NEUROLOGY
- Accuracy of PurePulse photoplethysmography technology of Fitbit Charge 2 for assessment of heart rate during sleep
- (2019) Shahab Haghayegh et al. CHRONOBIOLOGY INTERNATIONAL
- The validity and accuracy of wrist-worn activity monitors in lower-limb prosthesis users
- (2019) John D. Smith et al. DISABILITY AND REHABILITATION
- Activity trackers are not valid for step count registration when walking with crutches
- (2019) Roel De Ridder et al. GAIT & POSTURE
- Pilot Study Assessing the Influence of Skin Type on the Heart Rate Measurements Obtained by Photoplethysmography with the Apple Watch
- (2019) Borja Sañudo et al. JOURNAL OF MEDICAL SYSTEMS
- Measuring the validity and reliability of the Apple Watch as a physical activity monitor
- (2019) Peng Zhang et al. JOURNAL OF SPORTS MEDICINE AND PHYSICAL FITNESS
- Validity of Activity Trackers in Estimating Energy Expenditure During High-Intensity Functional Training
- (2019) Cody E. Morris et al. RESEARCH QUARTERLY FOR EXERCISE AND SPORT
- Accuracy of consumer-level and research-grade activity trackers in ambulatory settings in older adults
- (2019) Salvatore Tedesco et al. PLoS One
- Validating Fitbit Zip for monitoring physical activity of children in school: a cross-sectional study
- (2018) Kerli Mooses et al. BMC PUBLIC HEALTH
- The bit doesn’t fit: Evaluation of a commercial activity-tracker at slower walking speeds
- (2018) Christopher K. Wong et al. GAIT & POSTURE
- Preliminary concurrent validity of the Fitbit-Zip and ActiGraph activity monitors for measuring steps in people with polymyalgia rheumatica
- (2018) Anish Chandrasekar et al. GAIT & POSTURE
- Accuracy of wearable physical activity trackers in people with Parkinson’s disease
- (2018) Robyn M. Lamont et al. GAIT & POSTURE
- Smart watches for heart rate assessment in atrial arrhythmias
- (2018) Anoop N. Koshy et al. INTERNATIONAL JOURNAL OF CARDIOLOGY
- The Validity of Consumer-Level Activity Monitors in Healthy Older Adults in Free-Living Conditions
- (2018) Nicolas Farina et al. JOURNAL OF AGING AND PHYSICAL ACTIVITY
- Tracking Steps on Apple Watch at Different Walking Speeds
- (2018) Praveen Veerabhadrappa et al. JOURNAL OF GENERAL INTERNAL MEDICINE
- Validity of wearable activity monitors for tracking steps and estimating energy expenditure during a graded maximal treadmill test
- (2018) Bradley Kendall et al. JOURNAL OF SPORTS SCIENCES
- Assessment of step accuracy using the Consumer Technology Association standard
- (2018) Jennifer A. Bunn et al. JOURNAL OF SPORTS SCIENCES
- Video-Recorded Validation of Wearable Step Counters under Free-living Conditions
- (2018) LINDSAY P. TOTH et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
- Validity of Wearable Activity Monitors during Cycling and Resistance Exercise
- (2018) BENJAMIN D. BOUDREAUX et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
- Accuracy of Activity Trackers in Parkinson Disease: Should We Prescribe Them?
- (2018) Nicholas Wendel et al. PHYSICAL THERAPY
- Validity of the Fitbit One for Measuring Activity in Community-Dwelling Stroke Survivors
- (2018) Jonathan Hui et al. Physiotherapy Canada
- Assessment of the Fitbit Charge 2 for monitoring heart rate
- (2018) Simone Benedetto et al. PLoS One
- Consumer physical activity tracking device ownership and use among a population-based sample of adults
- (2018) Soultana Macridis et al. PLoS One
- Step count accuracy of StepWatch and FitBit One™ among individuals with a unilateral transtibial amputation
- (2018) Elisa S Arch et al. PROSTHETICS AND ORTHOTICS INTERNATIONAL
- Validity of activity trackers, smartphones, and phone applications to measure steps in various walking conditions
- (2018) C. Höchsmann et al. SCANDINAVIAN JOURNAL OF MEDICINE & SCIENCE IN SPORTS
- Validation of Electronic Activity Monitor Devices During Treadmill Walking
- (2018) Ka Man Tam et al. Telemedicine and e-Health
- Validity and Reliability Evaluation of Four Commercial Activity Trackers' Step Counting Performance
- (2018) Katrine Hauer Tophøj et al. Telemedicine and e-Health
- Reliability and validity of two fitness tracker devices in the laboratory and home environment for older community-dwelling people
- (2018) Elissa Burton et al. BMC Geriatrics
- Validation of Electronic Activity Monitor Devices During Treadmill Walking
- (2018) Ka Man Tam et al. Telemedicine and e-Health
- Validity and Reliability Evaluation of Four Commercial Activity Trackers' Step Counting Performance
- (2018) Katrine Hauer Tophøj et al. Telemedicine and e-Health
- Evaluating the Validity of Current Mainstream Wearable Devices in Fitness Tracking Under Various Physical Activities: Comparative Study
- (2018) Junqing Xie et al. JMIR mHealth and uHealth
- Counting Steps in Activities of Daily Living in People With a Chronic Disease Using Nine Commercially Available Fitness Trackers: Cross-Sectional Validity Study
- (2018) Darcy Ummels et al. JMIR mHealth and uHealth
- Accuracy and Acceptability of Commercial Grade Physical Activity Monitors in Older Adults
- (2018) Andrea L. Hergenroeder et al. JOURNAL OF AGING AND PHYSICAL ACTIVITY
- Validation of the Fitbit Flex in an Acute Post–Cardiac Surgery Patient Population
- (2018) Julian Daligadu et al. Physiotherapy Canada
- Accuracy of Fitbit Devices: Systematic Review and Narrative Syntheses of Quantitative Data
- (2018) Lynne M Feehan et al. JMIR mHealth and uHealth
- Accuracy of wrist-worn activity monitors during common daily physical activities and types of structured exercise (Preprint)
- (2018) Ravi Reddy et al. JMIR mHealth and uHealth
- The validity of using activity monitors to detect step count after lumbar fusion surgery
- (2018) Sarah J. Gilmore et al. DISABILITY AND REHABILITATION
- Accuracy of the wearable activity tracker Garmin Forerunner 235 for the assessment of heart rate during rest and activity
- (2018) Morten Pallisgaard Støve et al. JOURNAL OF SPORTS SCIENCES
- Validity of Mobile-Based Technology vs Direct Observation in Measuring Number of Steps and Distance Walked in 6 Minutes
- (2018) Joshita Poojary et al. MAYO CLINIC PROCEEDINGS
- Validity of Garmin Vívofit 1 and Garmin Vívofit 3 for School-Based Physical Activity Monitoring
- (2018) Adam Šimůnek et al. PEDIATRIC EXERCISE SCIENCE
- The Accuracy of Smart Devices for Measuring Physical Activity in Daily Life: Validation Study
- (2018) Laurent Degroote et al. JMIR mHealth and uHealth
- Accuracy of Apple Watch Measurements for Heart Rate and Energy Expenditure in Patients With Cardiovascular Disease: Cross-Sectional Study
- (2018) Maarten Falter et al. JMIR mHealth and uHealth
- Accuracy of step count measured by physical activity monitors: The effect of gait speed and anatomical placement site
- (2017) Jessica J. Chow et al. GAIT & POSTURE
- Reliability of commercially available sleep and activity trackers with manual switch-to-sleep mode activation in free-living healthy individuals
- (2017) Alexia Gruwez et al. INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
- Validity and reliability of Fitbit activity monitors compared to ActiGraph GT3X+ with female adults in a free-living environment
- (2017) Ryan E.R. Reid et al. JOURNAL OF SCIENCE AND MEDICINE IN SPORT
- Comparative evaluation of heart rate-based monitors: Apple Watch vs Fitbit Charge HR
- (2017) Yang Bai et al. JOURNAL OF SPORTS SCIENCES
- The validity and inter-device variability of the Apple Watch™ for measuring maximal heart rate
- (2017) Grant Abt et al. JOURNAL OF SPORTS SCIENCES
- Concurrent Validity of Wearable Activity Trackers Under Free-Living Conditions
- (2017) Skyler M. Brooke et al. JOURNAL OF STRENGTH AND CONDITIONING RESEARCH
- Reliability and Validity of Ten Consumer Activity Trackers Depend on Walking Speed
- (2017) TRYNTSJE FOKKEMA et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
- A Validation Study of the Fitbit One in Daily Life Using Different Time Intervals
- (2017) ANOUK MIDDELWEERD et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
- Accuracy of Consumer Monitors for Estimating Energy Expenditure and Activity Type
- (2017) JAMES A. WOODMAN et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
- Variable Accuracy of Wearable Heart Rate Monitors during Aerobic Exercise
- (2017) STEPHEN GILLINOV et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
- Validity of Different Activity Monitors to Count Steps in an Inpatient Rehabilitation Setting
- (2017) Daniel Treacy et al. PHYSICAL THERAPY
- Evaluation of Commercial Self-Monitoring Devices for Clinical Purposes: Results from the Future Patient Trial, Phase I
- (2017) Soren Leth et al. SENSORS
- Consumer-Based Physical Activity Monitor as a Practical Way to Measure Walking Intensity During Inpatient Stroke Rehabilitation
- (2017) Tara D. Klassen et al. STROKE
- Accuracy of a step counter during treadmill and daily life walking by healthy adults and patients with cardiac disease
- (2017) Charlotte Brun Thorup et al. BMJ Open
- Criterion-Validity of Commercially Available Physical Activity Tracker to Estimate Step Count, Covered Distance and Energy Expenditure during Sports Conditions
- (2017) Yvonne Wahl et al. Frontiers in Physiology
- Step count accuracy and reliability of two activity tracking devices in people after stroke
- (2017) Samuel D. Schaffer et al. PHYSIOTHERAPY THEORY AND PRACTICE
- Mobile Device Accuracy for Step Counting Across Age Groups
- (2017) François Modave et al. JMIR mHealth and uHealth
- Fitbit Charge HR Wireless Heart Rate Monitor: Validation Study Conducted Under Free-Living Conditions
- (2017) Alexander Wilhelm Gorny et al. JMIR mHealth and uHealth
- How Accurate Is Your Activity Tracker? A Comparative Study of Step Counts in Low-Intensity Physical Activities
- (2017) Parastoo Alinia et al. JMIR mHealth and uHealth
- Estimating Accuracy at Exercise Intensities: A Comparative Study of Self-Monitoring Heart Rate and Physical Activity Wearable Devices
- (2017) Erin E Dooley et al. JMIR mHealth and uHealth
- Accuracy of Wrist-Worn Heart Rate Monitors
- (2017) Robert Wang et al. JAMA Cardiology
- When a Step Is Not a Step! Specificity Analysis of Five Physical Activity Monitors
- (2017) Sandra O’Connell et al. PLoS One
- Comparison of wrist-worn Fitbit Flex and waist-worn ActiGraph for measuring steps in free-living adults
- (2017) Anne H. Y. Chu et al. PLoS One
- Assessment of laboratory and daily energy expenditure estimates from consumer multi-sensor physical activity monitors
- (2017) Enhad A. Chowdhury et al. PLoS One
- Are Accelerometers and GPS Devices Valid, Reliable and Feasible Tools for Measurement of Community Ambulation After Stroke?
- (2016) Niruthikha Mahendran et al. Brain Impairment
- How valid are wearable physical activity trackers for measuring steps?
- (2016) Hyun-Sung An et al. European Journal of Sport Science
- Validity of FitBit, Jawbone UP, Nike+ and other wearable devices for level and stair walking
- (2016) Yangjian Huang et al. GAIT & POSTURE
- PRESS Peer Review of Electronic Search Strategies: 2015 Guideline Statement
- (2016) Jessie McGowan et al. JOURNAL OF CLINICAL EPIDEMIOLOGY
- Influence of Pedometer Position on Pedometer Accuracy at Various Walking Speeds: A Comparative Study
- (2016) Frederic Ehrler et al. JOURNAL OF MEDICAL INTERNET RESEARCH
- Accuracy of a Wrist-Worn Wearable Device for Monitoring Heart Rates in Hospital Inpatients: A Prospective Observational Study
- (2016) Ryan R Kroll et al. JOURNAL OF MEDICAL INTERNET RESEARCH
- Estimating Physical Activity and Sedentary Behavior in a Free-Living Context: A Pragmatic Comparison of Consumer-Based Activity Trackers and ActiGraph Accelerometry
- (2016) Sjaan R Gomersall et al. JOURNAL OF MEDICAL INTERNET RESEARCH
- Continuous daily assessment of multiple sclerosis disability using remote step count monitoring
- (2016) V. J. Block et al. JOURNAL OF NEUROLOGY
- Validation of Consumer-Based Hip and Wrist Activity Monitors in Older Adults With Varied Ambulatory Abilities
- (2016) Theresa A. Floegel et al. JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES
- Validation Of A Self-monitoring Tool For Use In Post-concussion Syndrome Therapy
- (2016) Camilla S. Powierza et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
- Validity of Consumer-Based Physical Activity Monitors for Specific Activity Types
- (2016) M. BENJAMIN NELSON et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
- Twenty-four Hours of Sleep, Sedentary Behavior, and Physical Activity with Nine Wearable Devices
- (2016) MARY E. ROSENBERGER et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
- Comparison of Consumer and Research Monitors under Semistructured Settings
- (2016) YANG BAI et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
- Accuracy of Wristband Activity Monitors during Ambulation and Activities
- (2016) MING-DE CHEN et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
- An Evaluation of Commercial Pedometers for Monitoring Slow Walking Speed Populations
- (2016) Femina H.A. Beevi et al. Telemedicine and e-Health
- Accuracy of the FitBit at walking speeds and cadences relevant to clinical rehabilitation populations
- (2016) Abhishek K. Singh et al. Disability and Health Journal
- Interest and preferences for using advanced physical activity tracking devices: results of a national cross-sectional survey
- (2016) Stephanie Alley et al. BMJ Open
- Validation of Fitbit-Flex as a measure of free-living physical activity in a community-based phase III cardiac rehabilitation population
- (2016) Muaddi Alharbi et al. European Journal of Preventive Cardiology
- Accuracy of Wearable Devices for Estimating Total Energy Expenditure
- (2016) Haruka Murakami et al. JAMA Internal Medicine
- An Evaluation of Commercial Pedometers for Monitoring Slow Walking Speed Populations
- (2016) Femina H.A. Beevi et al. Telemedicine and e-Health
- Physical Activity Assessment Between Consumer- and Research-Grade Accelerometers: A Comparative Study in Free-Living Conditions
- (2016) Gregory M Dominick et al. JMIR mHealth and uHealth
- Accuracy of Heart Rate Watches: Implications for Weight Management
- (2016) Matthew P. Wallen et al. PLoS One
- These Shoes Are Made for Walking: Sensitivity Performance Evaluation of Commercial Activity Monitors under the Expected Conditions and Circumstances Required to Achieve the International Daily Step Goal of 10,000 Steps
- (2016) Sandra O’Connell et al. PLoS One
- Validity and Usability of Physical Activity Monitoring in Patients with Chronic Obstructive Pulmonary Disease (COPD)
- (2016) Tobias Boeselt et al. PLoS One
- Validity and Reliability of Fitbit Flex for Step Count, Moderate to Vigorous Physical Activity and Activity Energy Expenditure
- (2016) Ashleigh Sushames et al. PLoS One
- The validity of consumer-level, activity monitors in healthy adults worn in free-living conditions: a cross-sectional study
- (2015) Ty Ferguson et al. International Journal of Behavioral Nutrition and Physical Activity
- Systematic review of the validity and reliability of consumer-wearable activity trackers
- (2015) Kelly R. Evenson et al. International Journal of Behavioral Nutrition and Physical Activity
- Fitbit®: An accurate and reliable device for wireless physical activity tracking
- (2015) Keith M. Diaz et al. INTERNATIONAL JOURNAL OF CARDIOLOGY
- Accuracy of Smartphone Applications and Wearable Devices for Tracking Physical Activity Data
- (2015) Meredith A. Case et al. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
- Capturing step counts at slow walking speeds in older adults: Comparison of ankle and waist placement of measuring device
- (2015) L Simpson et al. JOURNAL OF REHABILITATION MEDICINE
- "Stepping Up" Activity Poststroke: Ankle-Positioned Accelerometer Can Accurately Record Steps During Slow Walking
- (2015) T. D. Klassen et al. PHYSICAL THERAPY
- A Comparison of Accelerometer Accuracy in Older Adults
- (2015) Lorraine J. Phillips et al. Research in Gerontological Nursing
- Mobile Phone-Connected Wearable Motion Sensors to Assess Postoperative Mobilization
- (2015) Geoff Appelboom et al. JMIR mHealth and uHealth
- Step Detection and Activity Recognition Accuracy of Seven Physical Activity Monitors
- (2015) Fabio A. Storm et al. PLoS One
- Effect of walking speed and placement position interactions in determining the accuracy of various newer pedometers
- (2014) Wonil Park et al. Journal of Exercise Science & Fitness
- Concurrent validation of the Actigraph gt3x+, Polar Active accelerometer, Omron HJ-720 and Yamax Digiwalker SW-701 pedometer step counts in lab-based and free-living settings
- (2014) Joey A. Lee et al. JOURNAL OF SPORTS SCIENCES
- Validity of using tri-axial accelerometers to measure human movement – Part II: Step counts at a wide range of gait velocities
- (2014) Emma Fortune et al. MEDICAL ENGINEERING & PHYSICS
- Validity of Consumer-Based Physical Activity Monitors
- (2014) JUNG-MIN LEE et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
- Validation of the Fitbit One activity monitor device during treadmill walking
- (2013) Judit Takacs et al. JOURNAL OF SCIENCE AND MEDICINE IN SPORT
- A Comparison of Energy Expenditure Estimation of Several Physical Activity Monitors
- (2013) KATHRYN L. DANNECKER et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
- Accuracy of 2 Activity Monitors in Detecting Steps in People With Stroke and Traumatic Brain Injury
- (2013) G. D. Fulk et al. PHYSICAL THERAPY
- THE EFFECT OF ENGLISH-LANGUAGE RESTRICTION ON SYSTEMATIC REVIEW-BASED META-ANALYSES: A SYSTEMATIC REVIEW OF EMPIRICAL STUDIES
- (2012) Andra Morrison et al. INTERNATIONAL JOURNAL OF TECHNOLOGY ASSESSMENT IN HEALTH CARE
- Interventions to Increase Physical Activity Among Healthy Adults: Meta-Analysis of Outcomes
- (2011) Vicki S. Conn et al. AMERICAN JOURNAL OF PUBLIC HEALTH
- How many steps/day are enough? for adults
- (2011) Catrine Tudor-Locke et al. International Journal of Behavioral Nutrition and Physical Activity
- Translating Physical Activity Recommendations into a Pedometer-Based Step Goal
- (2009) Simon J. Marshall et al. AMERICAN JOURNAL OF PREVENTIVE MEDICINE
Become a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get StartedAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started