Reliability and Validity of Commercially Available Wearable Devices for Measuring Steps, Energy Expenditure, and Heart Rate: Systematic Review

Fuller, Daniel, Colwell, Emily, Low, Jonathan, Orychock, Kassia, Tobin, Melissa Ann, Simango, Bo, Buote, Richard, Van Heerden, Desiree +4 more·2020·JMIR mHealth and uHealth

Cited by (705)

Items 301–400 of 705

  1. Criterion validity and accuracy of actigraph and Xiaomi Smart Band to count steps after stroke
    Maria Tereza Mota Alvarenga, Ruani Araújo Tenório, Louise Ada, Augusto Boening, Lucas Rodrigues Nascimento, Aline Alvim Scianni · 2024 · Disability and Rehabilitation
  2. Physical Activity Declines over a 12-Month Period in Parkinson’s Disease: Considerations for Longitudinal Activity Monitoring
    Anson B. Rosenfeldt, Amy Elizabeth Jansen, Cielita Lopez‐Lennon, Eric Zimmerman, Peter B. Imrey, Leland E. Dibble, Jay L. Alberts · 2024 · Medicine & Science in Sports & Exercise
  3. Accelerometers can correctly count orthopaedic patients' early post‐operative steps while using walking aids
    Spiros Tsamassiotis, Michaël Schwarze, Philipp Sebastian Gehring, Roman Frederik Karkosch, Lars-René Tuecking, Ann‐Kathrin Einfeldt, Eike Jakubowitz · 2025 · Journal of Experimental Orthopaedics
  4. Comparative validity assessment of three android step counter applications; a semi-structured laboratory-based study
    Uchechukwu Martha Chukwuemeka, Arinze Damian Nnalue, Sochima Johnmark Obiekwe, Fatai Adesina Maruf, Anthony Chinedu Anakor, Monday Omoniyi Moses, Chinedum Amaechi, Uchenna Prosper Okonkwo, Ifeoma Adaigwe Amaechi · 2025 · BMC Digital Health
  5. Digital Activity Markers in Chronic Inflammatory Demyelinating Polyneuropathy
    Lars Masanneck, Jan Voth, Noemi Gmahl, Konstantin Fritz Jendretzky, Niklas Huntemann, Noah M. Werner, Linea Schmidt, Menekse Oeztuerk, Paula Quint, Christina B. Schroeter et al. · 2025 · Annals of Clinical and Translational Neurology
  6. Standardized Methods for Evaluating Physical and Eating Behaviors: The WEALTH Cross-Sectional Study Protocol
    Gráinne Hayes, Christoph Buck, Greet Cardon, Richard Cimler, Steriani Elavsky, Léopold Fezeu, Janas M Harrington, Jitka Kühnová, Jean‐Michel Oppert, Luis Sigcha et al. · 2025 · JMIR Research Protocols
  7. mHealth as a Component of Next-Generation Health Care
    Makoto Niwa · 2022 · Future of business and finance
  8. Development of a ParticipACTION App–Based Intervention for Improving Postsecondary Students’ 24-Hour Movement Guideline Behaviors: Protocol for the Application of Intervention Mapping
    Stephanie M. Flood, Brooke Thompson, Guy Faulkner, Leigh M. Vanderloo, Beth Blackett, Matt Dolf, Amy E. Latimer‐Cheung, Mary Duggan, Katie M. Di Sebastiano, Kirstin N. Lane et al. · 2023 · JMIR Research Protocols
  9. Using Voice Assistant Systems to Improve Dietary Recall among Older Adults: Perspectives of Registered Dietitians
    Rahi R. Shah, Claudia C. Dixon, Michael J. Fowler, Tiffany M. Driesse, Xiaohui Liang, Caroline E Summerour, Danae C. Gross, Hillary Spangler, David H. Lynch, John A. Batsis · 2024 · Journal of Nutrition in Gerontology and Geriatrics
  10. Reliability and validity of muscle activity analysis using wearable electromyographs
    Tadamitsu Matsuda, Takayuki Miyamori, Yuji Fujino, Shojiro Nozu, Yuma Kajiwara · 2024 · Journal of Physical Therapy Science
  11. Proteus effect avatar profiles: Associations with disordered gaming and activity levels
    Kaiden Hein, Tyrone L. Burleigh, Angela Gorman, Maria Prokofieva, Vasileios Stavropoulos · 2024 · Addictive Behaviors Reports
  12. Psychotherapy 2.0 - Application context and effectiveness of sensor technology in psychotherapy with children and adolescents: A systematic review
    Annika Kristin Alt, Anja Pascher, Lennart Seizer, Marlene Finkbeiner, Annette Conzelmann, Tobias Johann Renner · 2024 · Internet Interventions
  13. Exploring the dynamic relationships between nocturnal heart rate, sleep disruptions, anxiety levels, and depression severity over time in recurrent major depressive disorder
    Elena Condominas, Albert Sanchez Niubo, Joan Domènech‐Abella, Josep Maria Haro, Raquel Bailón, Iago Giné-Vázquez, Gemma Riquelme Alacid, Faith Matcham, Femke Lamers, Spyridon Kontaxis et al. · 2025 · Journal of Affective Disorders
  14. Two different smartwatches exhibit high accuracy in evaluating heart rate and peripheral oxygen saturation in cats when compared with the electrocardiography and transmittance pulse oximetry
    Latif Emrah Yanmaz, Sıtkıcan Okur, Uğur Ersöz, Mümin Gökhan Şenocak, Ferda Turgut · 2022 · Journal of the American Veterinary Medical Association
  15. Acute effects of daily step count on postprandial metabolism and resting fat oxidation: a randomized controlled trial
    Emily M. Rogers, Nile F. Banks, Nathaniel D.M. Jenkins · 2023 · Journal of Applied Physiology
  16. Sensors on the Wrist
    Giulia Regalia, Daniele Resnati, Simone Tognetti · 2022 · Elsevier eBooks
  17. Sleep in residents: a comparison between anesthesiology and occupational medicine interns
    Magnavita, Nicola, Di Prinzio, Reparata Rosa, Meraglia, Igor, Vacca, Maria Eugenia, Soave, Paolo Maurizio, Di Stasio, Enrico · 2023 · International Journal of Environmental Research and Public Health
  18. Device-Based Measurement of Office-Based Physical Activity and Sedentary Time: A Systematic Review
    Noah Bongers, Genevieve Nissa Healy, George Thomas, Bronwyn Clark · 2024 · Journal for the Measurement of Physical Behaviour
  19. Impact of Migrant Populations on Tuberculosis Rates in Saudi Arabia: Assessing How Migration Patterns Affect TB Incidence and Control Measures: A Narrative Review
    Neda A. Al Bati · 2024 · Journal of Tuberculosis Research
  20. The Influence of Sleep, Menstrual Cycles, and Training Loads on Heart Rate Variability: A Four-Year Case Study on an Elite Female Slalom Kayaker
    Samo Rauter, Ajda Novak, Nina Verdel · 2025 · Applied Sciences
  21. The Effects of Augmented Reality Treadmill Walking on Cognitive Function, Body Composition, Physiological Responses, and Acceptability in Older Adults: A Randomized Controlled Trial
    Wei-Yang Huang, Huei-Wen Pan, Cheng-En R. Wu · 2025 · Brain Sciences
  22. Validity of four low-cost smartwatches in estimating energy expenditure during cycling in Chinese untrained women
    Yongfu Liu, Fei Liu, Wenjun Yu, Yuxin Xiao, Di Liu, Zhi Li, Weiwei Chen, Feng Gao, Shenglong Le · 2025 · PLoS ONE
  23. Validity of Heart Rate Measurement Using Wearable Devices During Cardiopulmonary Exercise Testing in Patients With Cardiovascular Disease: Prospective Pilot Validation Study
    Kazufumi Kitagaki, Yuji Hongo, Rie Futai, Takeshi Hasegawa, Hiroshi Morikawa, Hisashi Shimoyama · 2025 · JMIR Cardio
  24. Durability of physiological and biomechanical variables during a marathon
    Ben Hunter, Aldo Lena, Daniel Muniz‐Pumares · 2025 · Journal of Sports Sciences
  25. A digital platform with activity tracking for energy management support in long COVID: a randomised controlled trial
    Nilihan E. M. Sanal‐Hayes, Lawrence D. Hayes, Jacqueline Louise Mair, Antonio Dello Iacono, Joanne Ingram, Marie Mclaughlin, Jane A Ormerod, David Carless, Natalie Hilliard, Rachel Meach et al. · 2026 · Nature Communications
  26. Real-time on-body sweat sensing: Electrochemical insights, progress, and prospects
    Sairaman Saikrithika, Laraib Zahra, Kandaswamy Theyagarajan, Young-Joon Kim · 2026 · TrAC Trends in Analytical Chemistry
  27. Wireless physical activity monitor use among adults living with HIV in a community-based exercise intervention study: a quantitative, longitudinal, observational study
    Joshua R. Turner, Justin Cheng, Judy Chow, Farhanna Hassanali, Hayley Sevigny, Michael Sperduti, Soo Chan Carusone, Matthieu Dagenais, Kelly Kathleen O’Brien · 2023 · BMJ Open
  28. Validity and reliability of Polar M400 GPS watches for measuring distances covered by team sports players
    Piotr Makar, Adam Kawczyński, Rui Silva, Mehmet Yıldız, Ana Filipa Silva, Zeki Akyıldız · 2023 · Heliyon
  29. Investigating Ecological Momentary Assessed Physical Activity and Core Executive Functions in 18- to 24-Year-Old Undergraduate Students
    Ayva-Mae Gilmour, Mhairi J. MacDonald, Ashley Cox, Stuart J. Fairclough, Richard Tyler · 2023 · International Journal of Environmental Research and Public Health
  30. Feasibility of wearable activity tracking devices to measure physical activity and sleep change among adolescents with chronic pain—a pilot nonrandomized treatment study
    Ashley N. Junghans-Rutelonis, Leslie A Sim, Cynthia Harbeck‐Weber, Emily R Dresher, Wendy Timm, Karen E. Weiss · 2024 · Frontiers in Pain Research
  31. Smartwatch-based functional assessment for upper extremity impairment after musculoskeletal injuries: A pilot study
    Hyung Seok Nam, Sol Han, Ja‐Ho Leigh, Moon Suk Bang · 2024 · Hong Kong Journal of Occupational Therapy
  32. Energy expenditure estimation during activities of daily living in middle-aged and older adults using an accelerometer integrated into a hearing aid
    Jan Stutz, Philipp A. Eichenberger, N. F. Stumpf, Samuel E. J. Knobel, Nicholas C. Herbert, Isabel Hirzel, Sacha Huber, Chiara Oetiker, Emily Urry, Olivier Lambercy et al. · 2024 · Frontiers in Digital Health
  33. Patients’ Responsiveness and Health Benefits of Weekly Telemonitoring and Monthly Telehealth Coaching in a Pilot Telenutrition Weight-Loss Program
    Noura M. S. Eid, Ebtisam A. Al-ofi, Sumia Mohammad Enani, Rana Hisham Mosli, Raneem R. Saqr, Karimah M. Qutah, Sara M.S. Eid · 2024 · Telemedicine Reports
  34. Laboratory comparison of consumer-grade and research-established wearables for monitoring heart rate, body temperature, and physical acitivity in sub-Saharan Africa
    Stefan Mendt, Georgi Zout, Marco Rabuffetti, Hanns‐Christian Gunga, Aditi Bunker, Sandra Barteit, Martina Anna Maggioni · 2025 · Frontiers in Physiology
  35. Wearable data reveals distinct characteristics of individuals with persistent symptoms after a SARS-CoV-2 infection
    Katharina Ledebur, Marc Wiedermann, Christian Puta, Stefan Thurner A, Peter Klimek, Dirk Brockmann · 2025 · npj Digital Medicine
  36. AI and Statistical Theory–Driven Wearable System for Intelligent Recognition of Professional Table Tennis Skills
    Yafei Song, Shuning Zhang, Yingzhi Wang, Zhuoyong Shi · 2025 · Modelling and Simulation in Engineering
  37. Validation of Smartphones and Different Low-Cost Activity Trackers for Step Counting Under Free-Living Conditions
    Claire Marie Jie Lin Goh, Nan Xin Wang, Andre Matthias Müller, Rowena Yap, Sarah Martine Edney, Falk Müller‐Riemenschneider · 2023 · Journal for the Measurement of Physical Behaviour
  38. Modular Open-Core System for Collection and Near Real-Time Processing of High-Resolution Data from Wearable Sensors
    Dorota S. Temple, Meghan Hegarty‐Craver, Pooja Gaur, Matthew Boyce, Jonathan R. Holt, Edward A. Preble, Randall Eckhoff, Hope C Davis-Wilson, Howard J. Walls, David E. Dausch et al. · 2023 · Applied System Innovation
  39. Effectiveness of support from community health workers on the sustained use of a wearable monitoring device among community-dwelling older adults: A randomized trial protocol
    Arkers Kwan Ching Wong, Wai Chun Tso, Jing Jing Su, Vivian Chi Ching Hui, Karen Kit Sum Chow, Siu Man Wong, Bonnie Bo Wong, Frances Kam Yuet Wong · 2023 · PLoS ONE
  40. Feedbacks Using behaviOral econOmic theories on STEP countS in Cardiovascular Disease Patients (FOOTSTEPS) Using Novel Daily Step Counts Retrieving System
    Takahiro Suzuki, Jeffrey Rewley, Keiko Sugibuchi, Yoko Suzuki, Sachiko Suzumura, Nanami Tsurugi, Daisuke Okamura, Koichi Node, Atsushi Mizuno · 2024 · International Heart Journal
  41. A scoping review of physical activity research during COVID-19 pandemic: methodological aspects and findings of physical activity research with the innovation of digital technology
    天笠 志保, 裕之 荒神, 門間 陽樹, 伸彬 鳥取, 井上 茂 · 2021
  42. Validity of Weekly and Monthly Perceived Exertion in Runners
    Gabriel Felipe Arantes Bertochi, Gustavo Ribeiro da Mota, Luke Haile, Moacir Marocolo, Jeffer Eidi Sasaki · 2023 · International Journal of Sports Medicine
  43. Personalized Big Data for Type 1 Diabetes Exercise Support
    Garrett I. Ash, Laura Marie Nally, Matthew Stults‐Kolehmainen, Melissa De Los Santos, Sangchoon Jeon, Cynthia Brandt, Barbara Gulanski, Elias K. Spanakis, Julien S. Baker, STUART ALAN WEINZIMER et al. · 2021
  44. Validity, Reliability and Sensitivity to Change of Three Consumer-grade Activity Trackers in Controlled and Free-living Conditions among Older Adults (Preprint)
    Kaja Kastelic, Marina Dobnik, Stefan Löefler, Christian Höfer, Nejc Šarabon · 2021
  45. Accuracy of wrist-worn activity trackers for measuring steps in patients after major abdominal surgery: A validation study
    Zhi Li, Weiyan Feng, Lili Zhou, Shu Gong · 2024 · Digital Health
  46. Predicting Social Frailty in Older Adults Using Fitbit-Derived Circadian and Heart Rate Biomarkers: Cross-Sectional Study
    Hiroki Maekawa, Yu Kume · 2025 · JMIR Formative Research
  47. Personalized machine learning models for noninvasive hypoglycemia detection in people with type 1 diabetes using a smartwatch: Insights into feature importance during waking and sleeping times
    Yasmine M. Mohamed, José Mancera, Andreas Brandenberg, Stefan Fischli, Michael M. Havranek · 2025 · PLoS ONE
  48. Heart Rate Variability in Congenital Heart Disease and Controls Using Wearable Technology and a Health Application Programming Interface—A Cross-sectional Study
    Charlotte Schöneburg, Isabel Uphoff, Renate Oberhoffer, Peter Ewert, Jan Müller · 2025 · CJC Pediatric and Congenital Heart Disease
  49. A lightGBM-based method for the signal quality assessment of wrist photoplethysmography
    Jun Wang, Hui Hui, Handong Yang, Xie Pengfei, Zhong Ji · 2025 · Physical and Engineering Sciences in Medicine
  50. Core body temperature estimation from heart rate via multi-model Kalman filtering and variance-based fusion
    Yuanzhe Zhao, Jeroen Bergmann · 2025 · Physiological Measurement
  51. Digital health monitoring for adults with treatment-resistant depression: Observational feasibility study protocol
    Karisa B. Parkington, Reinhard Janssen‐Aguilar, Gyu Hee Lee, Alice Rueda, Fathima Adamsahib, Mohammad Al-Hassan, Stephanie Famuditimi, Perry J. C. Menzies, Qiaowei Lin, Wendy Y. W. Lou et al. · 2025 · PLoS ONE
  52. Exploring Gen Z’s awareness of green promotion in developing markets
    Ulumeh Isaac Sambo, Oladimeji Emmanuel Oludipe, Idris Adetayo Adesina · 2025 · Journal of responsible production and consumption.
  53. Identifying a digital phenotype of allostatic load: association between allostatic load index score and wearable physiological response during military training
    Evan D. Feigel, Kristen J. Koltun, Mita T. Lovalekar, Matthew B. Bird, Christopher K. Kargl, Jennifer N. Forse, Brian J. Martin, Elizabeth F. Nagle, Elizabeth J. Steele, Tim L. A. Doyle et al. · 2025 · American Journal of Physiology-Regulatory, Integrative and Comparative Physiology
  54. Rethinking measurement of movement-evoked pain with digital technology
    Madelyn R. Frumkin, Jingwen Zhang, Ziqi Xu, Salim M. Yakdan, Braeden Christopher Benedict, Saad Javeed, Justin K. Zhang, Kathleen Suzann Botterbush, Burel R. Goodin, Chenyang Lu et al. · 2025 · Journal of Pain
  55. See how they run: Characteristics of 114,324 runs from 227 runners with and without a history of knee surgery
    David L. Carey, M. Girdwood, Danilo De Oliveira Silva, Benjamin F. Mentiplay, Melissa J. Haberfield, Richard T.R. Johnston, Anthony G. Schache, T. West, Joshua P Hill, Kay M. Crossley · 2026 · Journal of Sports Sciences
  56. Wearable devices and ecological momentary assessment EMA in the workplace: A study protocol on work stress assessment
    Giuseppina Dell’Aversana, Margherita Herold, Silvia Simbula, Isabella Ruina, Margherita Pillan, Massimo Miglioretti · 2026 · PLoS ONE
  57. Use of sensing technologies to assess sleep quality and physical activity levels in nursing home residents with dementia taking nightly psychotropic drugs for sleep disturbance: a cross-sectional study
    Lydia D. Boyle, Brice Marty, Kristoffer Haugarvoll, Ole Martin Steihaug, Bettina Sandgathe Husebo · 2026 · Frontiers in Aging
  58. Defining Activity Thresholds Triggering a “Stand Hour” for Apple Watch Users: Cross-Sectional Study
    Katy Lyons, Alison Hau Hei Man, David B. Booth, Graham Rena · 2024 · JMIR Formative Research
  59. Reimagining Wearables to Bolster Sustainable Development in Low-Resource Settings
    Lauren Hamamoto, Olivia Meyer, Priya Natarajan, Meghan Young, Annly John, Khanjan Mehta · 2024 · IEEE Global Humanitarian Technology Conference (GHTC)
  60. The impact of wearing a heart rate monitoring wristband on museum visitors’ memory and emotions: a randomized controlled trial
    Nicola Vasta, Margherita Andrao, Barbara Treccani, Denis Isaia, Claudio Mulatti · 2025 · Cognitive Research Principles and Implications
  61. Comparison of ActiGraph CentrePoint Insight Watch Placement on Dominant and Nondominant Wrists in Young Adults in Free-Living Conditions: Observational Validation Study
    Dae‐Hyoung Lee, Haley Voermans-Dean, Jung Eun Lee, Jong Cheol Shin, Gregory M. Dominick · 2025 · JMIR mhealth and uhealth
  62. The Effect of Assistive Devices on the Accuracy of Fitbits in Healthy Individuals: A Brief Report
    John Jaworski, Brian Makowski, Michael Weaver, Michael Seils, Jennifer L. Scheid · 2025 · International Journal of Environmental Research and Public Health
  63. Validity of a Global Positioning System-Based Algorithm and Consumer Wearables for Classifying Active Trips in Children and Adults
    Chelsea Steel, Katie Crist, Amanda R. Grimes, Carolina M. Bejarano, Adrian Ortega, Paul R. Hibbing, Jasper Schipperijn, Jordan Carlson · 2021 · Journal for the Measurement of Physical Behaviour
  64. Counteracting the sedentary aspects of academia by incorporating physical activity into the educational process
    Jeff J. Cain · 2022 · Currents in Pharmacy Teaching and Learning
  65. Energy Expenditure, Intensity, and Perceived Effort in Recreational Functional Training
    Lucília Mangona, Iedda Almeida Brasil, António Prista, Paulo Farinatti · 2023 · Research Quarterly for Exercise and Sport
  66. Feasibility, Acceptability, and Usability of Physiology and Emotion Monitoring in Adults and Children Using the Novel Time2Feel Smartphone Application
    Kristel Thomassin, Sadie McVey Neufeld, Nida Ansari, Natasha Vogel · 2023 · Sensors
  67. Provoking Reflection in Action in Experienced Practitioners: An Educational Intervention
    Cheryl Regehr, Marion Bogo, Jane Paterson, Arija Birze, Karen M. Sewell, Barbara Fallon, Glenn Regehr · 2023 · Journal of Social Work Education
  68. Effectiveness of utilizing step-monitoring devices to prevent and treat obesity in children and adolescents: A systematic review and meta-analysis
    Wentao Wang, Hongfang Ruan, Yi Shen, Jing Cheng, Wei Sun, Cong Xin Huang · 2024 · Digital Health
  69. Predicting Sleep Quality in Family Caregivers of Dementia Patients From Diverse Populations Using Wearable Sensor Data
    Jung In Park, Seyed Amir Hossein Aqajari, Amir M. Rahmani, Jung‐Ah Lee · 2024 · CIN Computers Informatics Nursing
  70. Validity of Hera Leto consumer earbuds for heart rate monitoring during stationary cycling
    Junchao Yang, LU Zhi-hui, Xiangxin Li, Kuan Tao, Junqiang Qiu · 2025 · Scientific Reports
  71. Validity of smartwatch-derived estimates of lactate threshold heart rate and pace compared to graded exercise testing
    C. T. Lu, Wei Cui, Zheng Zhu, Yiwei Wu, Qingjun Xing, Bingyu Pan, Yanfei Shen · 2025 · Frontiers in Physiology
  72. Fine Detection of Human Motion During Activities of Daily Living as a Clinical Indicator for the Detection and Early Treatment of Chronic Diseases: The E-Mob Project
    David Thivel, Alice Corteval, Jean-Marie Favreau, Emmanuel Bergeret, Ludovic Samalin, Frédéric Costes, Farouk Toumani, Christian Dualé, Bruno Pereira, Alain Eschalier et al. · 2022 · Journal of Medical Internet Research
  73. Data collection and smart nudging to promote physical activity and a healthy lifestyle using wearable devices
    Seshathiri Dhanasekaran, Anders Andersen, Randi Karlsen, Anne Håkansson, André Henriksen · 2022 · Linköping electronic conference proceedings
  74. From evidence to implementation of lifestyle behaviour in cancer prevention and control: A Preventive Medicine Golden Jubilee Commentary
    Lin Yang, Christine M. Friedenreich · 2022 · Preventive Medicine
  75. Effects of a mobile health intervention on health-related outcomes in Japanese office workers: a pilot study
    Takumi Meguro, Fuminori Takayama, Hampus Hammarlund, Masaru Honjo · 2024 · International Journal of Occupational Medicine and Environmental Health
  76. Twenty-four hour physical activity, sedentary behaviour and sleep profiles in adults living with rheumatoid arthritis: a cross-sectional latent class analysis
    Lynne M. Feehan, Hui Wen Xie, Na Lu, LINDA C. LI · 2024 · Journal of Activity Sedentary and Sleep Behaviors
  77. Facilitating ambulatory heart rate variability analysis using accelerometry-based classifications of body position and self-reported sleep
    Marlene Rietz, Jesper Schmidt‐Persson, Martin Gillies Banke Rasmussen, Sarah Overgaard Sørensen, Sofie Rath Mortensen, Søren Brage, Peter Lund Kristensen, Anders Grøntved, Jan Christian Brønd · 2024 · Physiological Measurement
  78. Diagnosis in Telemedicine
    John Bedolla, Jesse M. Pines · 2023 · Wiley eBooks
  79. eHealth-Anwendungen zur Förderung körperlicher Aktivität nach viszeralen Operationen
    Rebecca Dederichs, Johannes Voß, Roberto Falz · 2024 · Die Chirurgie
  80. Assessing the validity of wearable technology as game input for exergames
    John Henry, Connah Kendrick, Xia Cui, Sylvester Arnab · 2024 · SeGAH ... IEEE ... International Conference on Serious Games and Applications for Health/IEEE International Conference on Serious Games and Applications for Health
  81. Detection of sedentary time and bouts using consumer-grade wrist-worn devices: a hidden semi-Markov model
    Agus Salim, Christian J. Brakenridge, Dulari Hakamuwa Lekamlage, Erin J. Howden, Ruth Grigg, Hayley T. Dillon, Howard D. Bondell, Julie Anne Simpson, Genevieve Nissa Healy, Neville G. Owen et al. · 2024 · BMC Medical Research Methodology
  82. Resting Heart Rate and Associations With Clinical Measures From the Project Baseline Health Study: Observational Study
    Kent Y. Feng, Sarah A Short, Sohrab Saeb, Megan K. Carroll, Christoph B. Olivier, Edgar P. Simard, Susan Swope, Donna Williams, Julie Eckstrand, Neha Jadeja Pagidipati et al. · 2024 · Journal of Medical Internet Research
  83. Returning individual wearable sensor results to participants: perspectives on challenges and lessons learned
    Krista S. Leonard-Corzo, Shelby L. Bachman, Jennifer M. Blankenship, Ieuan Clay, Kate A. Lyden · 2025 · Frontiers in Digital Health
  84. Considerations for the Use of Commercial Wearables to Assess Sleep and Rest-Activity Rhythms
    Mackenzie Morrison, Jemima Adisa, Olivia Trimiar, John Norfleet, Mathias Basner, Makayla L. Cordoza · 2025 · Biological Research For Nursing
  85. Evaluating the Impact on Pain Perceptions, Pain Intensity, and Physical Activity of a Mobile App to Empower Employees With Musculoskeletal Pain: Mixed Methods Pilot Study
    Stijn Keyaerts, Maxwell Szymanski, Lode Godderis, Vero Vanden Abeele, Liesbeth Daenen · 2025 · JMIR Formative Research
  86. How to integrate physiological data from wearables in treatment of personality disorders: a narrative review
    Luuk Lans, K.M.L. Huijbregts, Gerben J. Westerhof, Suzanne Haeyen, Youri P.M.J. Derks, Matthijs Leendert Noordzij · 2025 · Frontiers in Psychiatry
  87. The use of consumer-grade physical activity monitors: Insight into psychosocial determinants and technology acceptance
    Brenda Berendsen, Rianne Henrica Johanna Golsteijn, Lilian Lechner, Catherine A. W. Bolman, Denise Astrid Peels · 2025 · Contemporary Clinical Trials Communications
  88. Self-Reported Acceptance of a Wearable Activity Monitor in Persons With Stroke: Usability Study
    Jamie Nam, Grace C. Bellinger, Junyao Li, Margaret A. French, Ryan Thomas Roemmich · 2025 · JMIR Cardio
  89. Association between continuous device-based physical activity monitoring over six months and cardiorespiratory, metabolic and body composition outcomes in post-surgery cancer survivors - An observational cohort analysis within a randomized controlled trial (CRBP-TS Study)
    Christian Leps, Christian Bischoff, Ines Gockel, Uwe Tegtbur, Stefan Kwast, Christoph Pökel, Johannes Voß, Hans-Jürgen Rinser, Roberto Falz, Martin W. Busse · 2025 · BMC Sports Science Medicine and Rehabilitation
  90. Methods to Validate Digital Health Technologies for Dermatology
    Jonathan Joon-Young Park, Dylan Richards, Po-He Tseng, Toshiya Ebata, Akihiko Ikoma, Paras P. Vakharia, Stephanie M. Rangel, Amy S. Paller, Shuai Xu · 2025 · Journal of Investigative Dermatology
  91. Prediction of physical activity types based on healthcare wearable devices using optimized machine learning methods
    Si Wei · 2025 · Signal Image and Video Processing
  92. Wearable Devices Methodology: Opportunities and Challenges in Human Resource Management
    Sebastiano Massaro, Trevor Yu Kang Yang, George I. Christopoulos · 2025 · Human Resource Management Journal
  93. A U-shaped dose–response of carbohydrate–protein supplementation on rowing performance
    Xiangyu Wang, Hao Wu · 2025 · Frontiers in Nutrition
  94. Assessing the Step Count Accuracy and Reliability of Four Commercial Smart Watches
    Brian C. Rider, Jolie LaBarge, Samuel Aylward, Kirk Brumels, Adam M. Coughlin, Alexander H.K. Montoye · 2025 · Journal for the Measurement of Physical Behaviour
  95. From past to future: a review of methods for assessing physical activity energy expenditure
    Xinmiao Zhang, Xiaoguang Gu, Miao Geng, Yuanyuan Hao, Kai Li, Tianpeng Yang, Yujun Cai · 2025 · Journal of Health Population and Nutrition
  96. Association between sedentary behavior and sleep quality among urban white-collar workers with or at risk of metabolic syndrome: a secondary analysis of a randomized 3-month workplace lifestyle intervention trial
    Yuichi Ishikawa, Thomas Svensson, Kaushalya Madhawa, Hoang NT, Ung‐il Chung, Akiko Kishi Svensson · 2025 · Journal of Occupational Health
  97. Validation of heart rate measured by the consumer-level wearable device Fitbit: a cross-sectional observational study
    Daisuke Higuchi, Yuko K. Takahashi, Shigeya Tanaka, Yosuke Tomita · 2025 · Journal of Physical Therapy Science
  98. Using Patient-Held Devices to Measure Variations in Resting Heart Rate and Step Count Prior to Presentation With an Acute Illness: International, Multicenter Flash Mob Feasibility Study
    Jason G.A. den Duijn, Ahmed A M Hajjaj, John G. Kellett, Erika Frischknecht Christensen, Harm Reinout Haak, Mikkel Brabrand, Christian Hans Nickel, Prabath W.B. Nanayakkara, Christian Peter Subbe, Jelmer Alsma et al. · 2025 · JMIR Cardio
  99. Evaluation of ECG Waveform Accuracy in the CardioBAN Wearable Device: An Initial Analysis
    Inês Escrivães, Diogo Lopes, João L. Vilaça, Leonor Varela‐Lema, Pedro Morais · 2025 · Applied Sciences
  100. Associations between wearables vital parameters and self-perceived mood—an ecological momentary assessment study among healthy adolescents
    L. Lutz, Polina Veltmann, Romain Meisterhans, Marco Giurgiu · 2025 · Frontiers in Psychology