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 201–300 of 705

  1. Cross-evaluation of wearable data for use in Parkinson’s disease research: a free-living observational study on Empatica E4, Fitbit Sense, and Oura
    Haakon Reithe, Brice Marty, Juan C. Torrado, Elise Førsund, Bettina Sandgathe Husebo, Ane Erdal, Simon Ulvenes Kverneng, Erika Veslemøy Sheard, Charalampos Tzoulis, Monica Pătraşcu · 2025 · BioMedical Engineering OnLine
  2. Association between Metabolic Syndrome Status and Daily Physical Activity Measured by a Wearable Device in Japanese Office Workers
    Yukako Yamaga, Thomas Svensson, Ung‐il Chung, Akiko Kishi Svensson · 2023 · International Journal of Environmental Research and Public Health
  3. A scoping review of wrist-worn wearables in education
    Noah L. Schroeder, William Lee Romine, S Kemp · 2023 · Computers and Education Open
  4. Considerations on How to Prevent Parkinson’s Disease Through Exercise
    Thomas H. Oosterhof, Sirwan K.L. Darweesh, Bastiaan R. Bloem, Nienke M. de Vries · 2024 · Journal of Parkinson s Disease
  5. A Personalized, Dynamic Physical Activity Intervention Is Feasible and Improves Energetic Capacity, Energy Expenditure, and Quality of Life in Breast Cancer Survivors
    Tarah Jean Ballinger, Sandra K. Althouse, Timothy P. Olsen, Kathy D. Miller, Jeffrey S Sledge · 2021 · Frontiers in Oncology
  6. Agreement, Reliability, and Concurrent Validity of an Outdoor, Wearable-Based Walk Ratio Assessment in Healthy Adults and Chronic Stroke Survivors
    Simone K. Huber, Ruud H. Knols, Jeremia P. O. Held, Tom Christen, Eling Douwe de Bruin · 2022 · Frontiers in Physiology
  7. Validity of Wearable Monitors and Smartphone Applications for Measuring Steps in Semi-Structured and Free-Living Settings
    Manolis Adamakis · 2023 · Technologies
  8. Recent Development of Mechanical Stimuli Detectable Sensors, Their Future, and Challenges: A Review
    Shushuai Zhu, Dana Kim, Changyoon Jeong · 2023 · Sensors
  9. Momentary physiological indices related to eating disorders: A systematic and methodological review
    Christina Ralph‐Nearman, Kimberly D. Osborn, Rose Seoyoung Chang, Kathryn E. Barber · 2024 · European Eating Disorders Review
  10. Feasibility of a self-management intervention to improve mobility in the community after stroke (SIMS): A mixed-methods pilot study
    Ahmad Sahely, Carron Sintler, Andrew Soundy, Sheeba Rosewilliam · 2024 · PLoS ONE
  11. Validation of a Wearable Sensor Prototype for Measuring Heart Rate to Prescribe Physical Activity: Cross-Sectional Exploratory Study
    Fernanda Laís Loro, Riane Martins, Janaína Barcellos Ferreira, Cintia Laura Pereira de Araújo, Lúcio Renê Prade, Cristiano Bonato Both, Jéferson Campos Nobre, Mariane Borba Monteiro, Pedro Dal Lago · 2024 · JMIR Biomedical Engineering
  12. Effectiveness of a Multifaceted Intervention (TEMP) for Prevention of Occupational Heat-Related Illness among Outdoor Workers in the Power Grid Industry: A Cluster Randomized Controlled Trial
    Ranyi Ding, Yutong Wang, Yuelin Yu, Xianglong Meng, Quanquan Gong, Yuchuan Tang, Jinhao Wang, Xianlin Mu, Huiping Li, Huziwei Zhou et al. · 2025 · Environmental Health Perspectives
  13. Apple watch accuracy in monitoring health metrics: a systematic review and meta-analysis
    Ju-Pil Choe, Minsoo Kang · 2025 · Physiological Measurement
  14. Bridging the gap in digital health: A framework for leveraging digital health technologies in cardiovascular diseases, hypertension, and diabetes—a narrative review
    Gideon Towett, R Sterling Snead, Julia Marczika, Radha Ambalavanan, Mercy Mbogori-Kairichi, Alex Malioukis · 2025 · Digital Health
  15. Back to living well: community-based management of low back pain: a feasibility study
    Luciana Gazzi Macedo, Julie Anne Richardson, Michele C. Battié, Mark Jonathan Hancock, MATTHEW Y. W. KWAN, Genevieve Hladysh, Linda Xiaoqian Zhuo · 2021 · Pilot and Feasibility Studies
  16. Put your money where your feet are: The real-world effects of StepBet gamified deposit contracts for physical activity
    David R. de Buisonjé, Fiona Brosig, Linda D. Breeman, Erika Litvin Bloom, Thomas Reijnders, Veronica Regina Janssen, Roderik A. Kraaijenhagen, Hareld Kemps, Andrea W.M. Evers · 2023 · Internet Interventions
  17. The use of commercial wrist-worn technology to track physiological outcomes in behavioral interventions
    Ashley Artese, Rahul Rawat, Anthony Derek Sung · 2023 · Current Opinion in Clinical Nutrition & Metabolic Care
  18. Real-time biopsychosocial antecedents and correlates of functional neurological symptoms in daily life: A pilot remote monitoring technology study
    Susannah Pick, L. S. Merritt Millman, Jessica Davies, John P. Hodsoll, Biba R. Stanton, Anthony S. David, Mark John Edwards, Laura H. Goldstein, Mitul Ashok Mehta, Timothy R. Nicholson et al. · 2024 · Psychiatry Research
  19. SmartWalk BAN: Using Body Area Networks to Encourage Older Adults to Perform Physical Activity
    David Bastos, José Ribeiro, Fernando Silva, Mário Jorge Ferreira Rodrigues, Anabela G. Silva, Alexandra Queirós, Antonio Fernández‐Caballero, Nelson Pacheco Rocha, António Manuel de Jesus Pereira · 2020 · Electronics
  20. Wearable photoplethysmography devices
    Peter H Charlton, Vaidotas Marozas · 2021 · Elsevier eBooks
  21. An Algorithm to Classify Real-World Ambulatory Status From a Wearable Device Using Multimodal and Demographically Diverse Data: Validation Study
    Sara F. Popham, Maximilien Burq, Erin Rainaldi, Sooyoon Shin, Jessilyn Dunn, Ritu Kapur · 2023 · JMIR Biomedical Engineering
  22. ATOPE+: An mHealth System to Support Personalized Therapeutic Exercise Interventions in Patients With Cancer
    Salvador Moreno, Paula Postigo-Martín, Miguel Damas, H. Pomares, Oresti Baños, Manuel Arroyo‐Morales, Irene Cantarero‐Villanueva · 2021 · IEEE Access
  23. Phase II trial evaluating efficacy of a Fitbit program for improving the health of endometrial cancer survivors
    Elham Rahimy, Melissa Usoz, Rie von Eyben, Dylann K. Fujimoto, Darla Watanabe, Amer Karam, Arati Jairam-Thodla, Margaret Mills, Oliver Dorigo, Elisabeth Diver et al. · 2021 · Gynecologic Oncology
  24. Data Missingness in Digital Phenotyping: Implications for Clinical Inference and Decision-Making
    Joanna Shen, Kareem Abdelkader, Zacharia Isaac, Danielle L. Sarno, Jennifer Kurz, David Silbersweig, Jukka-Pekka “JP” Onnela, Daniel S. Barron · 2024 · medRxiv
  25. Feasibility of Data Collection Via Consumer-Grade Wearable Devices in Adolescent Student Athletes: Prospective Longitudinal Cohort Study
    Danielle M.E. Ransom, Brant H. Tudor, Sarah Irani, Mohamed Rehman, Stacy J. Suskauer, P. Patrick Mularoni, Luis M Ahumada · 2024 · JMIR Formative Research
  26. Gear Up for Development: The Automation Advantage for Sustainability in Manufacturing in the Kingdom of Saudi Arabia
    Samar S. Alharbi · 2024 · Sustainability
  27. Short- and medium-term cumulative effects of traffic-related air pollution on resting heart rate in the elderly: A wearable device study
    Chi‐Hsien Chen, Feipei Lai, Li-Ying Huang, Yue Leon Guo · 2024 · Ecotoxicology and Environmental Safety
  28. Accuracy of the Huawei GT2 Smartwatch for Measuring Physical Activity and Sleep Among Adults During Daily Life: Instrument Validation Study
    Longfei Mei, Ziwei He, Liang Hu · 2024 · JMIR Formative Research
  29. The Validation and Accuracy of Wearable Heart Rate Trackers in Children With Heart Disease: Prospective Cohort Study
    Hidde J. Hardon, Yara N. Van Kerkhof, Beatrijs Bartelds, Janneke A.E. Kammeraad, Arend W. van Deutekom · 2025 · JMIR Formative Research
  30. Recent Progress in Wearable Bioelectronics for Theranostics and Perspectives with Artificial Intelligence
    Xuting Chen, Huiwen Xiong, Junsheng Chen, Jilie Kong, Yongjun Zhang, Xueen Fang · 2025 · ACS Applied Materials & Interfaces
  31. Changes in Device-Measured Physical Activity Patterns in U.K. Adults Related to the First COVID-19 Lockdown
    Andrew P. Kingsnorth, Mhairi Patience, Elena V. Moltchanova, Dale Esliger, Nicola J. Paine, Matthew Hobbs · 2021 · Journal for the Measurement of Physical Behaviour
  32. Changes in Body Composition, Energy Metabolites and Electrolytes During Winter Survival Training in Male Soldiers
    Tarja Nykänen, Tommi Ojanen, Risto Heikkinen, Mikael Fogelholm, Heikki Kyröläinen · 2022 · Frontiers in Physiology
  33. Long-Term Effectiveness of a Smartphone App and a Smart Band on Arterial Stiffness and Central Hemodynamic Parameters in a Population with Overweight and Obesity (Evident 3 Study): Randomised Controlled Trial
    Leticia Gómez‐Sánchez, Marta Gómez‐Sánchez, Cristina Lugones‐Sánchez, Emiliano Rodríguez‐Sánchez, Olaya Tamayo‐Morales, Susana González‐Sánchez, Rosa Magallón Botaya, José Ignacio Ramírez‐Manent, Jose Ignacio Recio-Rodriguez, Cristina Agudo‐Conde et al. · 2022 · Nutrients
  34. Feasibility and Utility of a Fitbit Tracker Among Ambulatory Children and Youth With Disabilities
    Emily Bremer, Kelly P. Arbour‐Nicitopoulos, Brianna Tsui, Kathleen A. Martin Ginis, Sarah A. Moore, Krista L. Best, Christine Voss · 2023 · Pediatric Exercise Science
  35. Physical Activity Intensity Measurement and Health: State of the Art and Future Directions for Scientific Research
    Juan Pablo Rey-López, Dong Hoon Lee, Gérson Ferrari, Edward L. Giovannucci, Leandro F. M. Rezende · 2023 · International Journal of Environmental Research and Public Health
  36. Counting Finger and Wrist Movements Using Only a Wrist-Worn, Inertial Measurement Unit: Toward Practical Wearable Sensing for Hand-Related Healthcare Applications
    Shusuke Okita, Roman Yakunin, Jathin Korrapati, Mina Ibrahim, Diogo Schwerz de Lucena, Vicky Chan, David J. Reinkensmeyer · 2023 · Sensors
  37. Acceptability Criteria of Precision Medicine: Lessons From Patients’ Experiences With the GUIDE-IBD Trial Regarding the Use of Mobile Health Technology
    Anke Erdmann, Florian Schrinner, Christoph Rehmann‐Sutter, André Franke, Ursula Elisabeth Seidler, Stefan Schreiber, Claudia Bozzaro · 2023 · Crohn s & Colitis 360
  38. Neuroscience meets behavior: A systematic literature review on magnetic resonance imaging of the brain combined with real‐world digital phenotyping
    Ana María Triana, Jari Saramäki, Enrico Glerean, Nick Hayward · 2024 · Human Brain Mapping
  39. Estimation of Gait Parameters in Huntington’s Disease Using Wearable Sensors in the Clinic and Free-living Conditions
    Manuel Lozano‐García, Emer P. Doheny, Elliot Mann, Philippa Morgan-Jones, Cheney J. G. Drew, Monica E Busse, Madeleine M. Lowery · 2024 · IEEE Transactions on Neural Systems and Rehabilitation Engineering
  40. Utilization of telemedicine in conjunction with wearable devices for patients with chronic musculoskeletal pain: a randomized controlled clinical trial
    Kazuhiro Hayashi, Kenji Miki, Yukiko Shiro, Tomoko Tetsunaga, Toshifumi Takasusuki, Masako Hosoi, Masao Yukioka · 2025 · Scientific Reports
  41. Biopsychosocial Response to the COVID-19 Lockdown in People with Major Depressive Disorder and Multiple Sclerosis
    Sara Siddi, Iago Giné-Vázquez, Raquel Bailón, Faith Matcham, Femke Lamers, Spyridon Kontaxis, Estela Laporta, Esther García Pagès, Belén Arranz, Gloria Dalla Costa et al. · 2022 · Journal of Clinical Medicine
  42. Feasibility Study on Menstrual Cycles With Fitbit Device (FEMFIT): Prospective Observational Cohort Study
    Anna-Lena Lang, Rosa-Lotta Bruhn, Maya Fehling, Anouk Heidenreich, Jonathan Reisdorf, Ifrah Khanyaree, Maike Henningsen, Cornelius Remschmidt · 2024 · JMIR mhealth and uhealth
  43. The quality of health and wellness self‐tracking data: A consumer perspective
    Yan Zhang, Ciaran B. Trace · 2021 · Journal of the Association for Information Science and Technology
  44. Feasibility of Fitbit Use in Adolescent Survivors of Pediatric Cancer: Who Consistently Uses It and for How Long?
    Rebecca Williamson Lewis, Kristen E. Howell, Karen Elizabeth Effinger, Lillian R. Meacham, Karen J. Wasilewski‐Masker, Ann C. Mertens, Jordan Gilleland Marchak · 2022 · Journal of Adolescent and Young Adult Oncology
  45. Personalized Digital Health Information to Substantiate Human-Delivered Exercise Support for Adults With Type 1 Diabetes
    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. · 2023 · Clinical Journal of Sport Medicine
  46. Setup of Consumer Wearable Devices for Exposure and Health Monitoring in Population Studies
    Antonis Michanikou, Panayiotis Κouis, Kostas Karanicolas, Panayiotis K. Yiallouros · 2023 · Journal of Visualized Experiments
  47. Don’t Look Now: Audio/Haptic Guidance for 3D Scanning of Landmarks
    Jessica Van Brummelen, Liv Piper Urwin, Oliver James Johnston, Mohamed Sayed, Gabriel Brostow · 2024 · CHI Conference on Human Factors in Computing Systems
  48. Daily physical activity following unicompartmental knee arthroplasty: A pilot study
    Kevin A. Wu, Eric S. Dilbone, David N. Kugelman, Rahul K. Goel, Sean Patrick Ryan, Samuel S. Wellman, Michael Paul Bolognesi, Thorsten Markus Seyler · 2024 · Journal of Experimental Orthopaedics
  49. Unicompartmental Knee Arthroplasty Patients Recover More like Total Hip Patients than Total Knee Patients: A Prospective Longitudinal Study
    Jesse C. Christensen, Brenna E. Blackburn, Claire R Kapron, Christopher E. Pelt, Christopher L. Peters, Michael J. Archibeck, Lucas A. Anderson, Jeremy M. Gililland · 2025 · The Journal of Arthroplasty
  50. Sleep Duration and All-Cause Mortality
    Mahrrouz Caputo · 2025 · Journal of Insurance Medicine
  51. Method for Activity Sleep Harmonization (MASH): a novel method for harmonizing data from two wearable devices to estimate 24-h sleep–wake cycles
    Erin E. Dooley, J F Winkles, Alicia B. Colvin, Christopher E. Kline, Sylvia E. Badon, Keith M. Diaz, Carrie A Karvonen-Gutierrez, Howard M. Kravitz, Barbara Sternfeld, Stephen Justin Thomas et al. · 2023 · Journal of Activity Sedentary and Sleep Behaviors
  52. Postconcussion Dizziness Severity Predicts Daily Step Count during Recovery among Adolescent Athletes
    Katherine L. Smulligan, Mathew J. Wingerson, Corrine N. Seehusen, Julie C. Wilson, David R. Howell · 2022 · Medicine & Science in Sports & Exercise
  53. IoT-based Technologies for Addressing the Unique Healthcare Needs of the Elderly Population
    Ali, Syed Adnan, Khan, Rehan · 2023
  54. Physical activity monitoring in Alzheimer’s disease during sport interventions: a multi-methodological perspective
    Shari David, Christian Hohenfeld, Luisa Haberl, Jennifer Pahl, Ana Sofia Costa, Axel Kilders, Frank Hildebrand, Jörg Bernhard Schulz, Kathrin Reetz, Alexa Haeger · 2023 · Frontiers in Neurology
  55. Integrating wearable devices into perioperative medicine: The potential, and future challenges
    Alexander Hunter · 2024 · Future Healthcare Journal
  56. Validation and Application of Wrist-Worn Wearable Physiological Measures in Psychotherapy
    Fabienne Mink, Wolfgang Lutz, Eshkol Rafaeli, Miriam Ina Hehlmann, Brian Schwartz, Jessica Uhl · 2025 · Cognitive Therapy and Research
  57. A Deep Learning-Based Contactless Driver State Monitoring Radar System for In-Vehicle Physiological Applications
    Ashwini Kanakapura Sriranga, Qian Lu, Stewart A. Birrell · 2025 · IEEE Transactions on Intelligent Transportation Systems
  58. A bibliometric analysis of wearable device research in sleep science: Trends and hotspots
    Xin Hui Lin, Zhang Guo-qing, Shihua Cao, Shengli Wang, Fei Wang, Ming Xu · 2025 · Medicine
  59. Non-Invasive Wearable Technology to Predict Heart Failure Decompensation
    Jack Devin, Eden Powell, Dylan McGagh, Tyler J. Jones, Brian Wang, Pierre Le Page, Andrew Lewis, Oliver J. Rider, Andrew R.J. Mitchell, John A. Henry · 2025 · Journal of Clinical Medicine
  60. Application of an Ecological Approach to Assessment of Nutrition in School-Aged Children—A Report from the “Biomarkers of Nutrition for Development: Knowledge Indicating Dietary Sufficiency (BOND-KIDS)” Project Working Group 3
    Saurabh Mehta, Lindsay H. Allen, Regan Lucas Bailey, Carol J. Boushey, Christopher Duggan, Scott E. Crouter, Reina Engle‐Stone, Shah Mohammad Fahim, Kimberlea Gibbs, Erika Hernández et al. · 2025 · Journal of Nutrition
  61. From Digital Data to Psychological Insights: Making Sense of Mobile-Sensing Data through Integrative Preprocessing Pipelines
    Ramona Schoedel, Larissa N. N. Sust, Philipp Sterner, David Goretzko · 2026 · Psychometrika
  62. More Physical Activity Is Correlated With Reduction in Kinesiophobia for Adolescents With Persistent Symptoms After Concussion
    Katherine L. Smulligan, Mathew J. Wingerson, Corrine N. Seehusen, Casey C. Little, Julie C. Wilson, David R. Howell · 2022 · Journal of Sport Rehabilitation
  63. Online Circuit Training Increases Adherence to Physical Activity: A Randomized Controlled Trial of Men with Obesity
    Mohammad Keshavarz, Martin Sénéchal, Danielle R. B̀ouchard · 2023 · Medicine & Science in Sports & Exercise
  64. Criterion-Related Validity of Consumer-Wearable Activity Trackers for Estimating Steps in Primary Schoolchildren under Controlled Conditions: Fit-Person Study
    Daniel Mayorga-Vega, Carolina Casado-Robles, Santiago Guijarro-Romero, Jesús Viciana · 2024 · Journal of Sports Science and Medicine
  65. Agreement of the Apple Watch® and Fitbit Charge® for recording step count and heart rate when exercising in water
    Nicholas J. Held, Andrew S. Perrotta, Tyler Mueller, Selina J. Pfoh-MacDonald · 2022 · Medical & Biological Engineering & Computing
  66. A Scoping Review of the Use of Machine Learning in Health Economics and Outcomes Research: Part 1—Data From Wearable Devices
    Woojung Lee, Naomi R. M. Schwartz, Aasthaa Bansal, Sara Khor, Noah E. Hammarlund, Anirban Basu, Beth Devine · 2022 · Value in Health
  67. Analysis and Implementation of Human Mobility Behavior Using Similarity Analysis Based on Co-Occurrence Matrix
    Ambreen Memon, Jeff Kilby, José Breñosa, Julio César Martínez Espinosa, Imran Ashraf · 2022 · Sensors
  68. Heart rate and oxygen uptake kinetics obtained from continuous measurements with wearable devices during outdoor walks of patients with COPD
    Joren Buekers, Ane Arbillaga Etxarri, Elena Gimeno‐Santos, David Donaire-González, Guillaume Chevance, Jean‐Marie Aerts, Judith García‐Aymerich · 2023 · Digital Health
  69. Accuracy of the ActivPAL and Fitbit Charge 2 in measuring step count in Cystic Fibrosis
    Máire Curran, Audrey C. Tierney, Louise Collins, Lauren Kennedy, Ciara McDonnell, Ali Sheikhi, Cathal Walsh, Brian P. Casserly, Róisín Cahalan · 2021 · Physiotherapy Theory and Practice
  70. Changes in Metabolic Activity and Gait Function by Dual-Task Cognitive Game-Based Treadmill System in Parkinson’s Disease: Protocol of a Randomized Controlled Trial
    Tony Joseph Szturm, Tiffany A. Kolesar, Bhuvan Mahana, Andrew L. Goertzen, Douglas E. Hobson, Jonathan J. Marotta, Antonio P. Strafella, Ji Hyun Ko · 2021 · Frontiers in Aging Neuroscience
  71. College Community–Based Physical Activity Support at a Public University During the COVID-19 Pandemic: Retrospective Longitudinal Analysis of Intra- Versus Interpersonal Components for Uptake and Outcome Association
    Garrett I. Ash, Selene Mak, Adrian D. Haughton, Madilyn Augustine, Phillip O. Bodurtha, Robert S. Axtell, Beatrice Borsari, Jason J. Liu, Shaoke Lou, Xin Xin et al. · 2025 · JMIR mhealth and uhealth
  72. Within- and Between-Individual Compliance in Mobile Health: Joint Modeling Approach to Nonrandom Missingness in an Intensive Longitudinal Observational Study
    Young Won Cho, Sy‐Miin Chow, Jixin Li, Weilin Wang, Shirlene D. Wang, Linying Ji, Vernon M. Chinchilli, Stephen Sean Intille, Genevieve Fridlund Dunton · 2025 · JMIR mhealth and uhealth
  73. A Multiple Technology–Based Physical Activity Intervention for Latina Adolescents: Results From the Chicas Fuertes Randomized Controlled Trial
    Jacob Robert Carson, Emily Greenstadt, Brittany Olivera, SHIRA I. DUNSIGER, Michelle Zive, Michael Higgins, Job Godino, Bess H. Marcus, Dawn Matherne Meyer, Britta A. Larsen · 2025 · JMIR mhealth and uhealth
  74. Estimating core body temperature from heart rate using a residual-compensated adaptive Kalman filter
    Yuanzhe Zhao, Jeroen Bergmann · 2025 · Journal of Applied Biomedicine
  75. An umbrella review of systematic reviews of the impact of wrist-worn wearables on health outcomes
    Marija Glišić, Adea Llane, Stevan Stojic, Erand Llanaj, Zayne Milena Roa‐Díaz, Peter Francis Raguindin, Lum Kastrati, Lara Weed, Mintu P. Turakhia, Euan Angus Ashley et al. · 2025 · Physiological Reviews
  76. Digital feedback via free ChatGPT within the reciprocal teaching style: improving fundamental handball skills and students' attitudes among university beginners
    Ahmed Hassan Rakha · 2026 · Frontiers in Sports and Active Living
  77. Body exposure and vocal analysis: validation of fundamental frequency as a correlate of emotional arousal and valence
    Vanessa Opladen, Julia A. Tanck, Julia Baur, Andrea S. Hartmann, Jennifer Svaldi, Silja Vocks · 2023 · Frontiers in Psychiatry
  78. Investigating Cardiovascular Activation of Young Adults in Routine Driving
    MD Tanim Hasan, Huda Alghamdi, Salah Taamneh, Mike P. Manser, Robert Wunderlich, Panagiotis Tsiamyrtzis, Ioannis T. Pavlidis · 2023 · IEEE Transactions on Affective Computing
  79. Cardiorespiratory responses: Pilates compared to different walking speeds in healthy adults
    Sukriye Cansu Gulteki̇n, Buse Özcan Kahraman, Turhan Kahraman · 2023 · Irish Journal of Medical Science (1971 -)
  80. Ensemble Learning Approach for Advanced Predictive Modeling of Biometric Data and Action States With Smart Sensing
    Tajbeed A. Chowdhury, Sebastian Gratz‐Kelly, Eric Wagner, Paul Motzki, Martina Lehser · 2024 · IEEE Access
  81. The behavioral and physiological correlates of affective mood switching in premenstrual dysphoric disorder
    Robin D. Brown, Erin Bondy, Julianna Prim, Gabriel S. Dichter, Crystal Edler Schiller · 2024 · Frontiers in Psychiatry
  82. Isolating the role of researcher observation on reactivity to the measurement of physical activity
    Laura Maria König, Kristen Pasko, Kiri Baga, Raj Harsora, Danielle Arigo · 2024 · Applied Psychology Health and Well-Being
  83. Reliability of Average Daily Steps Measured Through a Consumer Smartwatch in Parkinson Disease Phenotypes, Stages, and Severities: Cross-Sectional Study
    Edoardo Bianchini, Domiziana Rinaldi, Lanfranco De Carolis, Silvia Galli, Marika Alborghetti, Clint Hansen, Antonio Suppa, Marco Salvetti, Francesco Ernesto Pontieri, Nicolas Vuillerme · 2025 · JMIR Formative Research
  84. The Impact of Total Hip Arthroplasty on Daily Ambulatory Function: A Prospective Study
    Kevin A. Wu, Eric S. Dilbone, David N. Kugelman, Rahul K. Goel, Sean Patrick Ryan, Samuel S. Wellman, Michael Paul Bolognesi, Thorsten Markus Seyler · 2025 · The Journal of Arthroplasty
  85. Characterising physical activity patterns in community-dwelling older adults using digital phenotyping: a 2-week observational study protocol
    Kim Daniels, Sharona Vonck, Jolien Robijns, Annemie I. F. Spooren, Dominique Hansen, Bruno Bonnechère · 2025 · BMJ Open
  86. Daily physical activity monitoring in older adults with metastatic prostate cancer on active treatment: Feasibility and associations with toxicity
    Gregory Feng, Milothy Parthipan, Henriette Breunis, Narhari Timilshina, Enrique Soto‐Pérez‐de‐Celis, Daniel Santa Mina, Urban Emmenegger, Antonio Finelli, Monika Karolina Krzyzanowska, Hance A. Clarke et al. · 2023 · Journal of Geriatric Oncology
  87. Improved awareness of physical activities is associated with a gain of fitness and a stable body weight in breast cancer patients during the first year of antineoplastic therapy: the BEGYN-1 study
    Cosima Zemlin, Julia Theresa Schleicher, Laura Altmayer, Caroline Stuhlert, Carolin Wörmann, Marina Lang, Laura-Sophie Scherer, Ida Clara Thul, Lisanne Sophie Spenner, Jana Alisa Simon et al. · 2023 · Frontiers in Oncology
  88. Comparison of different prediction models for estimation of walking and running energy expenditure based on a wristwear three-axis accelerometer
    Luyou Xu, Jinxi Zhang, Zhen Li, Yu Liu, Zhuang Jia, Xiaowei Han, Chenglin Liu, Zhixiong Zhou · 2023 · Frontiers in Physiology
  89. Wearable Activity Trackers That Motivate Women to Increase Physical Activity: Mixed Methods Study
    Neil E. Peterson, Danielle A Bate, Janelle L. B. Macintosh, Corinna Trujillo Tanner · 2023 · JMIR Formative Research
  90. Assessment of Heart Rate Monitoring During Exercise With Smart Wristbands and a Heart Rhythm Patch: Validation and Comparison Study
    T.Y. Wang, Hao-Yi Wu, Wei‐Yun Wang, Chao‐Wen Chen, Wu‐Chien Chien, Chi‐Ming Chu, Yi‐Syuan Wu · 2023 · JMIR Formative Research
  91. Personalized Digital Health Beyond the Pandemic
    Joyce Hsu · 2022 · The Journal for Nurse Practitioners
  92. Digital scenography: 30 years of experimentation and innovation in performance and interactive media
    Kelli Zezulka · 2022 · International Journal of Performance Arts and Digital Media
  93. Innovations in family medicine and the implication to rural and remote primary care
    Shlomo Vinker · 2023 · Advances in Clinical and Experimental Medicine
  94. Digital and innovative tools for better health and productivity at the workplace
    Pedro Isaac Vazquez-Venegas, Marion Devaux, Hikaru Aihara, Michele Cecchini · 2024 · OECD health working papers
  95. Heart rate responses, agreement and accuracy among persons with severe disabilities participating in the indirect movement program: Team Twin—an observational study
    Andreas Jørgensen, Mette Toftager, Martin Eghøj, Mathias Ried‐Larsen, Christina Bjørk Petersen · 2023 · Frontiers in Sports and Active Living
  96. Innovative and disruptive technologies to prescribe, encourage, and evaluate physical exercise in healthy adults: a protocol of exploratory study followed by a noninferiority, investigator-blinded randomized clinical trial
    Fernanda Laís Loro, Riane Martins, Cintia Laura Pereira de Araújo, Lúcio Renê Prade, Denis Lima do Rosário, Marcos César da Rocha Seruffo, Italo Adriano Moraes de Freitas, Jéferson Campos Nobre, Cristiano Bonato Both, Pedro Dal Lago · 2023 · Trials
  97. Individually optimized estimation of energy expenditure in rescue workers using a tri-axial accelerometer and heart rate monitor
    Hitomi Ogata, Yutaro Negishi, Nao Koizumi, Hisashi Nagayama, Miki Kaneko, Ken Kiyono, Naomi Omi · 2024 · Frontiers in Physiology
  98. Aquatic Cognitive–Motor Exercise for Cognition, Balance, and Functional Mobility in Older Adults
    Emily Dunlap, Taha Alhalimi, Natalie McLaurin, Forouzan Foroughi, Hao‐Yuan Hsiao, Hirofumi Tanaka · 2024 · Translational Journal of the American College of Sports Medicine
  99. Evaluation of Machine Learning to Detect Influenza Using Wearable Sensor Data and Patient-Reported Symptoms: Cohort Study
    Kamran Farooq, Melody Lim, Lawrence Dennison-Hall, Finn Janson, Aspen Hazel Olszewska, Muhammad Mamduh Ahmad Zabidi, Anna Haratym-Rojek, Karol Narowski, Barry Clinch, Marco Prunotto et al. · 2024 · Journal of Medical Internet Research
  100. Higher intensity exercise after encoding is more conducive to episodic memory retention than lower intensity exercise: A field study in endurance runners
    Roger Makepeace, Michael Craig · 2024 · PLoS ONE