Citations (69)
Keep up to date with the latest research on this topic with citation updates for this article.
Read on this site (4)
Kevin C H Tsang, Hilary Pinnock, Andrew M Wilson & Syed Ahmar Shah. (2022) Application of Machine Learning Algorithms for Asthma Management with mHealth: A Clinical Review. Journal of Asthma and Allergy 15, pages 855-873.
Read now
Read now
Willie Leung, Layne Case, Ming-Chih Sung & Jaehun Jung. (2022) A meta-analysis of Fitbit devices: same company, different models, different validity evidence. Journal of Medical Engineering & Technology 46:2, pages 102-115.
Read now
Read now
Willie Leung, Layne Case, Jaehun Jung & Joonkoo Yun. (2021) Factors associated with validity of consumer-oriented wearable physical activity trackers: a meta-analysis. Journal of Medical Engineering & Technology 45:3, pages 223-236.
Read now
Read now
Veronika Pribyslavska, Jennifer L. Caputo, John M. Coons & Vaughn W. Barry. (2018) Impact of EPOC adjustment on estimation of energy expenditure using activity monitors. Journal of Medical Engineering & Technology 42:4, pages 265-273.
Read now
Read now
Articles from other publishers (65)
Gema Díaz-Quesada, José María Gimenez-Egido, Jonathan Connor, Enrique Ortega-Toro & Gema Torres-Luque. (2024) Intermonitor Variability of Garmin Vivofit® Jr. Wristband. Applied Sciences 14:9, pages 3854.
Crossref
Crossref
Cristina-Ioana Pirscoveanu & Anderson Souza Oliveira. (2023) Prediction of instantaneous perceived effort during outdoor running using accelerometry and machine learning. European Journal of Applied Physiology 124:3, pages 963-973.
Crossref
Crossref
Samuel Zonshayn, Christina Coppola & James P. Lawrence. (2024) Energy Consumption and Substrate Utilization During Spinal Surgery. JAAOS: Global Research and Reviews 8:2.
Crossref
Crossref
Isaac Machorro-Cano, José Oscar Olmedo-Aguirre, Giner Alor-Hernández, Lisbeth Rodríguez-Mazahua, Laura Nely Sánchez-Morales & Nancy Pérez-Castro. (2023) Cloud-Based Platforms for Health Monitoring: A Review. Informatics 11:1, pages 2.
Crossref
Crossref
Léo Barassin, Didier Pradon, Nicolas Roche & Jean Slawinski. (2023) Does Accelerometry at the Centre of Mass Accurately Predict the Gait Energy Expenditure in Patients with Hemiparesis?. Sensors 23:16, pages 7177.
Crossref
Crossref
Katarzyna Ostrzyżek-Przeździecka, Mariusz Panczyk, Michał Bronikowski, Jakub S. Gąsior & Wojciech Feleszko. (2023) Association of low physical activity with higher respiratory tract infections frequency among pre-school children. Pediatric Research 94:2, pages 594-602.
Crossref
Crossref
Laura Willinger, Renate Oberhoffer-Fritz, Peter Ewert & Jan Müller. (2023) Digital Health Nudging to increase physical activity in pediatric patients with congenital heart disease: A randomized controlled trial. American Heart Journal 262, pages 1-9.
Crossref
Crossref
Cristina-Ioana Pirscoveanu & Anderson Souza Oliveira. (2023) Sensitiveness of Variables Extracted from a Fitness Smartwatch to Detect Changes in Vertical Impact Loading during Outdoors Running. Sensors 23:6, pages 2928.
Crossref
Crossref
Robert P Spang, Christine Haeger, Sandra A Mümken, Max Brauer, Jan-Niklas Voigt-Antons & Paul Gellert. (2023) Smartphone Global Positioning System–Based System to Assess Mobility in Health Research: Development, Accuracy, and Usability Study. JMIR Rehabilitation and Assistive Technologies 10, pages e42258.
Crossref
Crossref
Emily L. Gascoigne, Carolyn M. Webster, Anne West Honart, Penny Wang, Abbie Smith-Ryan & Tracy A. Manuck. (2023) Physical activity and pregnancy outcomes: an expert review. American Journal of Obstetrics & Gynecology MFM 5:1, pages 100758.
Crossref
Crossref
Elliott K. Lee, Karianne Dion, Naomi Spitale, Ashley Nixon, Soojin Chun & Rébecca Robillard. 2023. Encyclopedia of Sleep and Circadian Rhythms. Encyclopedia of Sleep and Circadian Rhythms
100
112
.
Arfan Ahmed, Sarah Aziz, Uvais Qidwai, Faisal Farooq, Jingxuan Shan, Murugan Subramanian, Lotfi Chouchane, Rola EINatour, Alaa Abd-Alrazaq, Satchidananda Pandas & Javaid Sheikh. (2022) Wearable Artificial Intelligence for Assessing Physical Activity in High School Children. Sustainability 15:1, pages 638.
Crossref
Crossref
M. B. Syrjälä, L. Bennet, P. C. Dempsey, E. Fharm, M. Hellgren, S. Jansson, S. Nilsson, M. Nordendahl, O. Rolandsson, K. Rådholm, A. Ugarph-Morawski, P. Wändell & P. Wennberg. (2022) Health effects of reduced occupational sedentary behaviour in type 2 diabetes using a mobile health intervention: a study protocol for a 12-month randomized controlled trial—the ROSEBUD study. Trials 23:1.
Crossref
Crossref
F. Pérez-Robledo, B.M. Bermejo-Gil, J.L. Sánchez-González & A. Domínguez-García. (2022) Validación del dispositivo de monitorización de actividad TomTom Touch Fitness Tracker® para medir la frecuencia cardíaca durante el esfuerzo. Fisioterapia 44:4, pages 218-223.
Crossref
Crossref
Nurul Hidayah Amir, Dan M Dorobantu, Curtis A Wadey, Massimo Caputo, A. Graham Stuart, Guido E Pieles & Craig A Williams. (2022) Exercise training in paediatric congenital heart disease: fit for purpose?. Archives of Disease in Childhood 107:6, pages 525-534.
Crossref
Crossref
Federico Germini, Noella Noronha, Victoria Borg Debono, Binu Abraham Philip, Drashti Pete, Tamara Navarro, Arun Keepanasseril, Sameer Parpia, Kerstin de Wit & Alfonso Iorio. (2022) Accuracy and Acceptability of Wrist-Wearable Activity-Tracking Devices: Systematic Review of the Literature. Journal of Medical Internet Research 24:1, pages e30791.
Crossref
Crossref
Leon Brudy, Anna-Luisa Häcker, Michael Meyer, Renate Oberhoffer, Alfred Hager, Peter Ewert & Jan Müller. (2022) Adults with Congenital Heart Disease Move Well but Lack Intensity: A Cross-Sectional Study Using Wrist-Worn Physical Activity Trackers. Cardiology 147:1, pages 72-80.
Crossref
Crossref
Gema Díaz-Quesada, Cecilia Bahamonde-Pérez, José María Giménez-Egido & Gema Torres-Luque. (2021) Use of Wearable Devices to Study Physical Activity in Early Childhood Education. Sustainability 13:24, pages 13998.
Crossref
Crossref
Leon Brudy, Michael Meyer, Renate Oberhoffer, Peter Ewert & Jan Müller. (2021) Move more – be happier? physical activity and health-related quality of life in children with congenital heart disease. American Heart Journal 241, pages 68-73.
Crossref
Crossref
Juan A. Álvarez-García, Božidara Cvetković & Mitja Luštrek. (2020) A Survey on Energy Expenditure Estimation Using Wearable Devices. ACM Computing Surveys 53:5, pages 1-35.
Crossref
Crossref
Laura Willinger, Leon Brudy, Renate Oberhoffer-Fritz, Peter Ewert & Jan Müller. (2021) Association between Objectively Measured Physical Activity and Arterial Stiffness in Children with Congenital Heart Disease. Journal of Clinical Medicine 10:15, pages 3266.
Crossref
Crossref
Colleen O'Reilly, Jennifer Zoller, Dennis Sigler, Martha Vogelsang, Jason Sawyer & James Fluckey. (2021) Rider Energy Expenditure During High Intensity Horse Activity. Journal of Equine Veterinary Science 102, pages 103463.
Crossref
Crossref
Maria B. Syrjälä, Eva Fharm, Paddy C. Dempsey, Maria Nordendahl & Patrik Wennberg. (2021) Reducing occupational sitting time in adults with type 2 diabetes: Qualitative experiences of an office‐adapted mHealth intervention. Diabetic Medicine 38:6.
Crossref
Crossref
Gema Díaz-Quesada, Esther Puga-González & Inés M. Muñoz-Galiano. (2021) Efecto de la utilización de pulseras inteligentes para el incremento de la actividad física en adolescentes de un entorno rural: Estudio Piloto. JUMP:3, pages 10-16.
Crossref
Crossref
Yun‐An Lin, Yingjun Zhao, Long Wang, Yujin Park, Yi‐Jui Yeh, Wei‐Hung Chiang & Kenneth J. Loh. (2020) Graphene K‐Tape Meshes for Densely Distributed Human Motion Monitoring. Advanced Materials Technologies 6:1.
Crossref
Crossref
Axel Öhlin, Nicole Simunovic, Andrew Duong & Olufemi R. Ayeni. (2020) Protocol for a multicenter prospective cohort study evaluating sport activity and development of femoroacetabular impingement in the adolescent hip. BMC Musculoskeletal Disorders 21:1.
Crossref
Crossref
Tempei Miyaji, Takashi Kawaguchi, Kanako Azuma, Shinya Suzuki, Yoko Sano, Moe Akatsu, Ayako Torii, Tadamasa Kamimura, Yuki Ozawa, Akihiko Tsuchida, Daisuke Eriguchi, Mizuha Hashiguchi, Makoto Nishino, Motohide Nishi, Yumi Inadome, Tsutomu Yamazaki, Takahiro Kiuchi & Takuhiro Yamaguchi. (2020) Patient-generated health data collection using a wearable activity tracker in cancer patients—a feasibility study. Supportive Care in Cancer 28:12, pages 5953-5961.
Crossref
Crossref
Mert Sevil, Mudassir Rashid, Zacharie Maloney, Iman Hajizadeh, Sediqeh Samadi, Mohammad Reza Askari, Nicole Hobbs, Rachel Brandt, Minsun Park, Laurie Quinn & Ali Cinar. (2020) Determining Physical Activity Characteristics From Wristband Data for Use in Automated Insulin Delivery Systems. IEEE Sensors Journal 20:21, pages 12859-12870.
Crossref
Crossref
Jennifer K. Frediani, Alan F. Bienvenida, Jianheng Li, Melinda K. Higgins & Felipe Lobelo. (2020) Physical fitness and activity changes after a 24-week soccer-based adaptation of the U.S diabetes prevention program intervention in Hispanic men. Progress in Cardiovascular Diseases 63:6, pages 775-785.
Crossref
Crossref
Vedrana Sember, Kaja Meh, Maroje Sorić, Gregor Starc, Paulo Rocha & Gregor Jurak. (2020) Validity and Reliability of International Physical Activity Questionnaires for Adults across EU Countries: Systematic Review and Meta Analysis. International Journal of Environmental Research and Public Health 17:19, pages 7161.
Crossref
Crossref
Daniel Fuller, Emily Colwell, Jonathan Low, Kassia Orychock, Melissa Ann Tobin, Bo Simango, Richard Buote, Desiree Van Heerden, Hui Luan, Kimberley Cullen, Logan Slade & Nathan G A Taylor. (2020) Reliability and Validity of Commercially Available Wearable Devices for Measuring Steps, Energy Expenditure, and Heart Rate: Systematic Review. JMIR mHealth and uHealth 8:9, pages e18694.
Crossref
Crossref
Chun-Hao Chang, Yi-Ju Hsu, Fang Li, Yu-Tsai Tu, Wei-Lun Jhang, Chih-Wen Hsu, Chi-Chang Huang & Chin-Shan Ho. (2020) Reliability and validity of the physical activity monitor for assessing energy expenditures in sedentary, regularly exercising, non-endurance athlete, and endurance athlete adults. PeerJ 8, pages e9717.
Crossref
Crossref
Gloria Cosoli, Susanna Spinsante & Lorenzo Scalise. (2020) Wrist-worn and chest-strap wearable devices: Systematic review on accuracy and metrological characteristics. Measurement 159, pages 107789.
Crossref
Crossref
Kelly R. Evenson & Camden L. Spade. (2020) Review of Validity and Reliability of Garmin Activity Trackers. Journal for the Measurement of Physical Behaviour 3:2, pages 170-185.
Crossref
Crossref
Caio Victor Sousa, Rinaldo Wellerson Pereira, Thomas Rosemann, Pantelis T. Nikolaidis & Beat Knechtle. (2020) Self-Selected Pacing During a World Record Attempt in 40 Ironman-Distance Triathlons in 40 Days. International Journal of Environmental Research and Public Health 17:7, pages 2390.
Crossref
Crossref
Zoe A. Watson, Mary P. Miles, Carmen Byker Shanks & Elizabeth Rink. (2018) Sleep, physical activity, waist circumference and diet as factors that influence health for reproductive age women in northern Greenland. Global Health Promotion 27:1, pages 6-14.
Crossref
Crossref
Ruairi O’Driscoll, Jake Turicchi, Kristine Beaulieu, Sarah Scott, Jamie Matu, Kevin Deighton, Graham Finlayson & James Stubbs. (2020) How well do activity monitors estimate energy expenditure? A systematic review and meta-analysis of the validity of current technologies. British Journal of Sports Medicine 54:6, pages 332-340.
Crossref
Crossref
Leon Brudy, Julia Hock, Anna-Luisa Häcker, Michael Meyer, Renate Oberhoffer, Alfred Hager, Peter Ewert & Jan Müller. (2020) Children with Congenital Heart Disease Are Active but Need to Keep Moving: A Cross-Sectional Study Using Wrist-Worn Physical Activity Trackers. The Journal of Pediatrics 217, pages 13-19.
Crossref
Crossref
Rajasekaran Thangaraj, Sivaramakrishnan Rajendar & Vidhya Kandasamy. 2020. Incorporating the Internet of Things in Healthcare Applications and Wearable Devices. Incorporating the Internet of Things in Healthcare Applications and Wearable Devices
23
39
.
Jessica Gorzelitz, Chloe Farber, Ronald Gangnon & Lisa Cadmus-Bertram. (2020) Accuracy of Wearable Trackers for Measuring Moderate- to Vigorous-Intensity Physical Activity: A Systematic Review and Meta-Analysis. Journal for the Measurement of Physical Behaviour, pages 1-12.
Crossref
Crossref
Yosuke Sugiyama, Taku Naiki, Yoshihiko Tasaki, Tomoya Kataoka, Yoshihisa Mimura, Yuki Kondo, Toshiki Etani, Keitaro Iida, Satoshi Nozaki, Ryosuke Ando, Satoshi Osaga, Takahiro Yasui & Kazunori Kimura. (2020) Effectiveness of continuous monitoring by activity tracker of patients undergoing chemotherapy for urothelial carcinoma. Cancer Treatment and Research Communications 25, pages 100245.
Crossref
Crossref
Cyrille Herkert, Jos Johannes Kraal, Eline Maria Agnes van Loon, Martijn van Hooff & Hareld Marijn Clemens Kemps. (2019) Usefulness of Modern Activity Trackers for Monitoring Exercise Behavior in Chronic Cardiac Patients: Validation Study. JMIR mHealth and uHealth 7:12, pages e15045.
Crossref
Crossref
Faraj Massouh, Rachel Martin, Bokman Chan, Julia Ma, Vikita Patel, Michael P. Geary, John G. Laffey, Duminda N. Wijeysundera & Faraj W. Abdallah. (2019) Is Activity Tracker–Measured Ambulation an Accurate and Reliable Determinant of Postoperative Quality of Recovery? A Prospective Cohort Validation Study. Anesthesia & Analgesia 129:4, pages 1144-1152.
Crossref
Crossref
Darryl C. Whitney, Stephen J. Ives, Garrett R. Leonard, Douglas J. VanderBrook & James P. Lawrence. (2019) Surgeon Energy Expenditure and Substrate Utilization During Simulated Spine Surgery. Journal of the American Academy of Orthopaedic Surgeons 27:17, pages e789-e795.
Crossref
Crossref
GREGORY J. WELKYANG BAIJUNG-MIN LEEJOB GODINOPEDRO F. SAINT-MAURICE & LUCAS CARR. (2019) Standardizing Analytic Methods and Reporting in Activity Monitor Validation Studies. Medicine & Science in Sports & Exercise 51:8, pages 1767-1780.
Crossref
Crossref
Jan Scott, Ashlee Grierson, Lillian Gehue, Havard Kallestad, Iain MacMillan & Ian Hickie. (2019) Can consumer grade activity devices replace research grade actiwatches in youth mental health settings?. Sleep and Biological Rhythms 17:2, pages 223-232.
Crossref
Crossref
Adam Šimůnek, Jan Dygrýn, Lukáš Jakubec, Filip Neuls, Karel Frömel & Gregory John Welk. (2019) Validity of Garmin Vívofit 1 and Garmin Vívofit 3 for School-Based Physical Activity Monitoring. Pediatric Exercise Science 31:1, pages 130-136.
Crossref
Crossref
B. Al-Hadabi & R. Haj Sassi. (2019) Sedentary behavior and physical activity classification using accelerometer cut points in 9–11-year-old children. Science & Sports 34:1, pages 30-39.
Crossref
Crossref
Yanxiang Yang, Moritz Schumann, Shenglong Le & Shulin Cheng. (2018) Reliability and validity of a new accelerometer-based device for detecting physical activities and energy expenditure. PeerJ 6, pages e5775.
Crossref
Crossref
M. C. Maijers, O. Verschuren, J. M. Stolwijk-Swüste, C. F. van Koppenhagen, S. de Groot & M. W. M. Post. (2018) Is Fitbit Charge 2 a feasible instrument to monitor daily physical activity and handbike training in persons with spinal cord injury? A pilot study. Spinal Cord Series and Cases 4:1.
Crossref
Crossref
Alyssa Evans, Gavin Q. Collins, Parker G. Rosquist, Noelle J. Tuttle, Steven J. Morrin, James B. Tracy, A. Jake Merrell, William F. Christensen, David T. Fullwood, Anton E. Bowden & Matthew K. Seeley. (2018) A Novel Method to Characterize Walking and Running Energy Expenditure. Journal for the Measurement of Physical Behaviour 1:3, pages 100-107.
Crossref
Crossref
Matthew Maddocks & Catherine L. Granger. (2018) Measurement of physical activity in clinical practice and research: advances in cancer and chronic respiratory disease. Current Opinion in Supportive & Palliative Care 12:3, pages 219-226.
Crossref
Crossref
Angela Bechthold, Heiner Boeing, Inge Tetens, Lukas Schwingshackl & Ute Nöthlings. (2018) Perspective: Food-Based Dietary Guidelines in Europe—Scientific Concepts, Current Status, and Perspectives. Advances in Nutrition 9:5, pages 544-560.
Crossref
Crossref
Lynne M Feehan, Jasmina Geldman, Eric C Sayre, Chance Park, Allison M Ezzat, Ju Young Yoo, Clayon B Hamilton & Linda C Li. (2018) Accuracy of Fitbit Devices: Systematic Review and Narrative Syntheses of Quantitative Data. JMIR mHealth and uHealth 6:8, pages e10527.
Crossref
Crossref
Matt T. Bianchi. (2018) Sleep devices: wearables and nearables, informational and interventional, consumer and clinical. Metabolism 84, pages 99-108.
Crossref
Crossref
Toan Huynh, Roozbeh Jafari & Wan-Young Chung. (2018) An Accurate Bioimpedance Measurement System for Blood Pressure Monitoring. Sensors 18:7, pages 2095.
Crossref
Crossref
Samantha M. Gray, Peggy Chen, Lena Fleig, Paul A. Gardiner, Megan M. McAllister, Joseph H. Puyat, Joanie Sims-Gould, Heather A. McKay, Meghan Winters & Maureen C. Ashe. (2018) Can a Lifestyle Intervention Increase Active Transportation in Women Aged 55–70 years? Secondary Outcomes From a Pilot Randomized Controlled Trial. Journal of Physical Activity and Health 15:6, pages 411-416.
Crossref
Crossref
Philip T. Thrush & Casey Vogel. (2018) Cardiac rehabilitation in pediatric cardiomyopathy. Progress in Pediatric Cardiology 49, pages 43-46.
Crossref
Crossref
André Henriksen, Martin Haugen Mikalsen, Ashenafi Zebene Woldaregay, Miroslav Muzny, Gunnar Hartvigsen, Laila Arnesdatter Hopstock & Sameline Grimsgaard. (2018) Using Fitness Trackers and Smartwatches to Measure Physical Activity in Research: Analysis of Consumer Wrist-Worn Wearables. Journal of Medical Internet Research 20:3, pages e110.
Crossref
Crossref
Charlotte L. Edwardson, Melanie Davies, Kamlesh Khunti, Thomas Yates & Alex V. Rowlands. (2018) Steps per Day Measured by Consumer Activity Trackers Worn at the Non-Dominant and Dominant Wrist Relative to a Waist-Worn Pedometer. Journal for the Measurement of Physical Behaviour 1:1, pages 2-8.
Crossref
Crossref
Jan Müller, Anna-Maria Hoch, Vanessa Zoller & Renate Oberhoffer. (2018) Feasibility of Physical Activity Assessment with Wearable Devices in Children Aged 4–10 Years—A Pilot Study. Frontiers in Pediatrics 6.
Crossref
Crossref
Ren?e Schulz, Ghislain Maurice N. Isabwe, Andreas Prinz & Takahiro Hara. 2018. Advances in Human Factors in Training, Education, and Learning Sciences. Advances in Human Factors in Training, Education, and Learning Sciences
278
289
.
Lilian Roos, Wolfgang Taube, Nadja Beeler & Thomas Wyss. (2017) Validity of sports watches when estimating energy expenditure during running. BMC Sports Science, Medicine and Rehabilitation 9:1.
Crossref
Crossref
Yvonne Wahl, Peter Düking, Anna Droszez, Patrick Wahl & Joachim Mester. (2017) Criterion-Validity of Commercially Available Physical Activity Tracker to Estimate Step Count, Covered Distance and Energy Expenditure during Sports Conditions. Frontiers in Physiology 8.
Crossref
Crossref
Annett Salzwedel, Sophie Rabe, Thomas Zahn, Julia Neuwirth, Sarah Eichler, Kathrin Haubold, Anne Wachholz, Rona Reibis & Heinz Völler. (2017) User Interest in Digital Health Technologies to Encourage Physical Activity: Results of a Survey in Students and Staff of a German University. JMIR mHealth and uHealth 5:4, pages e51.
Crossref
Crossref