Published on in Vol 10, No 7 (2022): July

This is a member publication of University of Birmingham (Jisc)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/35684, first published .
Wearing the Future—Wearables to Empower Users to Take Greater Responsibility for Their Health and Care: Scoping Review

Wearing the Future—Wearables to Empower Users to Take Greater Responsibility for Their Health and Care: Scoping Review

Wearing the Future—Wearables to Empower Users to Take Greater Responsibility for Their Health and Care: Scoping Review

Authors of this article:

Harjeevan Singh Kang1, 2 Author Orcid Image ;   Mark Exworthy2 Author Orcid Image

Journals

  1. Stauss M, Htay H, Kooman J, Lindsay T, Woywodt A. Wearables in Nephrology: Fanciful Gadgetry or Prêt-à-Porter?. Sensors 2023;23(3):1361 View
  2. Prasad S, Arunachalam S, Boillat T, Ghoneima A, Gandedkar N, Diar-Bakirly S. Wearable Orofacial Technology and Orthodontics. Dentistry Journal 2023;11(1):24 View
  3. Sanabria G, Greene K, Tran J, Gilyard S, DiGiovanni L, Emmanuel P, Sanders L, Kosyluk K, Galea J. “A Great Way to Start the Conversation”: Evidence for the Use of an Adolescent Mental Health Chatbot Navigator for Youth at Risk of HIV and Other STIs. Journal of Technology in Behavioral Science 2023;8(4):382 View
  4. Andrews J, Craven M, Guo B, Weyer J, Lees S, Zormpas S, Thorpe S, Devonshire J, San Antonio-Arce V, Whitehouse W, Julie J, Malins S, Hammers A, Reif A, Ruhe H, Durbano F, Barlati S, Sen A, Frederiksen J, Martinelli A, Callen A, Torras-Borrell J, Berrocal-Izquierdo N, Zabalza A, Morriss R, Hollis C. Clinical Perspectives on Using Remote Measurement Technology in Assessing Epilepsy, Multiple Sclerosis, and Depression: Delphi Study. JMIR Neurotechnology 2023;2:e41439 View
  5. Prasad S, Farella M. Wearables for personalized monitoring of masticatory muscle activity — opportunities, challenges, and the future. Clinical Oral Investigations 2023;27(8):4861 View
  6. Sigfstead S, Cheung C. The emerging role of wearables in cardiac care. University of Toronto Medical Journal 2023;100(2):22 View
  7. El-Toukhy S, Pike J, Zuckerman G, Hegeman P. Decision Trade-Offs in Ecological Momentary Assessments and Digital Wearables Uptake: Protocol for a Discrete Choice Experiment. JMIR Research Protocols 2023;12:e47567 View
  8. Charchar F, Prestes P, Mills C, Ching S, Neupane D, Marques F, Sharman J, Vogt L, Burrell L, Korostovtseva L, Zec M, Patil M, Schultz M, Wallen M, Renna N, Islam S, Hiremath S, Gyeltshen T, Chia Y, Gupta A, Schutte A, Klein B, Borghi C, Browning C, Czesnikiewicz-Guzik M, Lee H, Itoh H, Miura K, Brunström M, Campbell N, Akinnibossun O, Veerabhadrappa P, Wainford R, Kruger R, Thomas S, Komori T, Ralapanawa U, Cornelissen V, Kapil V, Li Y, Zhang Y, Jafar T, Khan N, Williams B, Stergiou G, Tomaszewski M. Lifestyle management of hypertension: International Society of Hypertension position paper endorsed by the World Hypertension League and European Society of Hypertension. Journal of Hypertension 2024;42(1):23 View
  9. Roystonn K, AshaRani P, Devi F, Wang P, Zhang Y, Jeyagurunathan A, Abdin E, Car L, Chong S, Subramaniam M. Exploring views and experiences of the general public’s adoption of digital technologies for healthy lifestyle in Singapore: a qualitative study. Frontiers in Public Health 2023;11 View
  10. Lin W, Bachman M, Li G. The Future and Technology of Health & Wellness Wearables. Journal of The Surface Finishing Society of Japan 2023;74(1):2 View
  11. Smith S, Ayuk V, Scalzo P. Barriers to Technology Adoption by Patients and Providers in Diabetes and Hypertension Care Management. Digital Medicine and Healthcare Technology 2023;2 View
  12. Gupta N, Kasula V, Sanmugananthan P, Panico N, Dubin A, Sykes D, D'Amico R. SmartWear body sensors for neurological and neurosurgical patients: A review of current and future technologies. World Neurosurgery: X 2024;21:100247 View
  13. Sulla-Torres J, Vidal-Espinoza R, Avendaño Llanque C, Calla Gamboa A, Zúñiga Carnero M, Cossio-Bolaños M, Gomez-Campos R. Quantification of the Number of Steps in a School Recess by Means of Smart Bands: Proposal of Referential Values for Children and Adolescents. Children 2023;10(6):915 View
  14. Lee M, Song M, Bessette H, Roberts Davis M, Tyner T, Reid A. Use of wearables for monitoring cardiometabolic health: A systematic review. International Journal of Medical Informatics 2023;179:105218 View
  15. Kumar A, Nanthaamornphong A, Selvi R, Venkatesh J, Alsharif M, Uthansakul P, Uthansakul M. Evaluation of 5G techniques affecting the deployment of smart hospital infrastructure: Understanding 5G, AI and IoT role in smart hospital. Alexandria Engineering Journal 2023;83:335 View
  16. Buchholz S, Mowbray F, Allman G, Verboncoeur J, Beam L, Small L. Wearable Devices and Nurses’ Health: Protocol for an Integrative Review. JMIR Research Protocols 2023;12:e48178 View
  17. Carter L, Ford C. Promoting physical activity in clinical practice through wearable technology. Journal of the American Association of Nurse Practitioners 2023;35(12):765 View
  18. Yip W, Fu H, Jian W, Liu J, Pan J, Xu D, Yang H, Zhai T. Universal health coverage in China part 2: addressing challenges and recommendations. The Lancet Public Health 2023;8(12):e1035 View
  19. Lugogo N, O’Connor M, George M, Merchant R, Bensch G, Portnoy J, Oppenheimer J, Castro M. Expert Consensus on SABA Use for Asthma Clinical Decision-Making: A Delphi Approach. Current Allergy and Asthma Reports 2023;23(11):621 View
  20. Friend S, Ginsburg G, Picard R, Drazen J, Fedor S, Lewis R, Pedrelli P, Mischoulon D, Curtiss J, Picard R. Wearable Technology in Clinical Practice for Depressive Disorder. New England Journal of Medicine 2023;389(26):2457 View
  21. Gerold L, Lutfi H, Spittler T. User’s Perceived Attitudes and Acceptance Towards Wearable Devices in Healthcare. European Journal of Medical and Health Sciences 2024;6(1):10 View
  22. Alsulami S, Konstantinidis S, Wharrad H. Use of wearables among Multiple Sclerosis patients and healthcare Professionals: A scoping review. International Journal of Medical Informatics 2024;184:105376 View
  23. Pappot H, Steen-Olsen E, Holländer-Mieritz C. Experiences with Wearable Sensors in Oncology during Treatment: Lessons Learned from Feasibility Research Projects in Denmark. Diagnostics 2024;14(4):405 View
  24. Deguchi N, Osuka Y, Kojima N, Motokawa K, Iwasaki M, Inagaki H, Miyamae F, Okamura T, Hirano H, Awata S, Sasai H. Sex-specific factors associated with acceptance of smartwatches among urban older adults: the Itabashi longitudinal study on aging. Frontiers in Public Health 2024;12 View
  25. Park L, Chi S, Pitsenbarger S, Johnson J, Shah A, Elnaggar A, von Oppenfeld J, Cho E, Harzand A, Whooley M. Cardiac Rehabilitation During the COVID-19 Pandemic and the Potential for Digital Technology to Support Physical Activity Maintenance: Qualitative Study. JMIR Cardio 2024;8:e54823 View
  26. Wall C, Celik Y, Hetherington V, McMeekin P, Walker R, Graham L, Vitorio R, Godfrey A. Considering and understanding developmental and deployment barriers for wearable technologies in neurosciences. Frontiers in Neuroscience 2024;18 View
  27. Yeshurun S, Cramer T, Souroujon D, Mor M. The Association of Macronutrient Consumption and BMI to Exhaled Carbon Dioxide in Lumen Users: Retrospective Real-World Study. JMIR mHealth and uHealth 2024;12:e56083 View
  28. Manoharan A, Batcha M, Mahalingam S, Raj B, Kim J. Recent Advances in Two-Dimensional Nanomaterials for Healthcare Monitoring. ACS Sensors 2024;9(4):1706 View
  29. Borkar S, Chakole S, Prasad R, Bansod S. Revolutionizing Oncology: A Comprehensive Review of Digital Health Applications. Cureus 2024 View
  30. Ørbæk Andersen M, Carlsen J. Continuous heart monitoring in patients with pulmonary hypertension smartwatches and direct transmission to their electronic health records: A trial design.. Contemporary Clinical Trials 2024;142:107548 View
  31. Zapotocka E, Batorova A, Bilic E, Boban A, Ettingshausen C, Kotnik B, Hrdlickova R, Laguna P, Máchal J, Nemes L, Zupan I, Puras G, Zombori M. florio® HAEMO: A Longitudinal Survey of Patient Preference, Adherence and Wearable Functionality in Central Europe. Advances in Therapy 2024;41(7):2791 View
  32. Yao G, Gan X, Lin Y. Flexible self-powered bioelectronics enables personalized health management from diagnosis to therapy. Science Bulletin 2024;69(14):2289 View
  33. Abidi M, Noor Siddiquee A, Alkhalefah H, Srivastava V. A comprehensive review of navigation systems for visually impaired individuals. Heliyon 2024;10(11):e31825 View
  34. Nelson E, Verhagen T, Vollenbroek-Hutten M, Noordzij M. When it is part of me, I can do it: Using embodied empowerment to predict adherence to wearable self-care technology. Computers in Human Behavior 2024;158:108314 View
  35. Templin T, Perez M, Sylvia S, Leek J, Sinnott-Armstrong N, Silva J. Addressing 6 challenges in generative AI for digital health: A scoping review. PLOS Digital Health 2024;3(5):e0000503 View
  36. Huang L, Wei Z, Chen B, Pun S, Vai M, Gao Y. Field-Circuit Combination Method for Solving the Detuning Problem of Magnetic Resonance Human Body Communication. IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology 2024;8(2):94 View
  37. Bhaltadak V, Ghewade B, Yelne S. A Comprehensive Review on Advancements in Wearable Technologies: Revolutionizing Cardiovascular Medicine. Cureus 2024 View
  38. Kinny F, Schlottau S, Ali Sherazi B, Obarcanin E, Läer S. Digital health in pharmacy education: Elective practical course integrating wearable devices and their generated health data. Exploratory Research in Clinical and Social Pharmacy 2024;15:100465 View
  39. Hindelang M, Wecker H, Biedermann T, Zink A. Continuously monitoring the human machine? – A cross-sectional study to assess the acceptance of wearables in Germany. Health Informatics Journal 2024;30(2) View
  40. Sifaoui A, Eastin M. “Whispers from the Wrist”: Wearable Health Monitoring Devices and Privacy Regulations in the U.S.: The Loopholes, the Challenges, and the Opportunities. Cryptography 2024;8(2):26 View
  41. Bulaj G, Coleman M, Johansen B, Kraft S, Lam W, Phillips K, Rohaj A. Redesigning Pharmacy to Improve Public Health Outcomes: Expanding Retail Spaces for Digital Therapeutics to Replace Consumer Products That Increase Mortality and Morbidity Risks. Pharmacy 2024;12(4):107 View
  42. Rubsam M, Hohl K, Smaller K, Lopez G, Rafferty M. Integrating Heart Rate Monitoring Into a Camp for Children With Neuromotor Disorders: A Case Series. Pediatric Physical Therapy 2024;36(4):551 View
  43. Średnicka-Tober D, Góralska-Walczak R, Kopczyńska K, Kazimierczak R, Oczkowski M, Strassner C, Elsner F, Matthiessen L, Bruun T, Philippi Rosane B, Zanasi C, Van Vliet M, Dragsted L, Husain S, Damsgaard C, Lairon D, Kesse-Guyot E, Baudry J, Leclercq C, Stefanovic L, Welch A, Bügel S. Identifying Future Study Designs and Indicators for Somatic Health Associated with Diets of Cohorts Living in Eco-Regions: Findings from the INSUM Expert Workshop. Nutrients 2024;16(15):2528 View
  44. Rocha I, Arantes M, Moreira A, Vilaça J, Morais P, Matos D, Carvalho V. Monitoring Wearable Devices for Elderly People with Dementia: A Review. Designs 2024;8(4):75 View
  45. Borghare P, Methwani D, Pathade A. A Comprehensive Review on Harnessing Wearable Technology for Enhanced Depression Treatment. Cureus 2024 View
  46. Wiebe M, Mackay M, Krishnan R, Tian J, Larsson J, Modanloo S, Job McIntosh C, Sztym M, Elton-Smith G, Rose A, Ho C, Greenshaw A, Cao B, Chan A, Hayward J, Frasch M. Feasibility characteristics of wrist-worn fitness trackers in health status monitoring for post-COVID patients in remote and rural areas. PLOS Digital Health 2024;3(8):e0000571 View
  47. Becker D. Wearables’ Impact on Physical Activity and Health Monitoring. Journal of Electronic Resources in Medical Libraries 2024;21(3):125 View
  48. Birla M, Rajan , Roy P, Gupta I, Malik P. Integrating Artificial Intelligence-Driven Wearable Technology in Oncology Decision-Making: A Narrative Review. Oncology 2024:1 View
  49. Hatherley J, Kinderlerer A, Bjerring J, Munch L, Threlfall L. The FHJ debate: Will artificial intelligence replace clinical decision making within our lifetimes?. Future Healthcare Journal 2024;11(3):100178 View
  50. Rauzi M, Akay R, Balakrishnan S, Piper C, Gobert D, Flach A. Current State of Connected Sensor Technologies Used During Rehabilitation Care: Protocol for a Scoping Review. JMIR Research Protocols 2024;13:e60496 View
  51. Kinny F, Ali Sherazi B, Dabidian A, Laeer S, Obarcanin E. Development of a Theoretical Continuous Glucose Monitoring Module for Pharmacy Students: Preparing Pharmacists for the Future. Pharmacy 2024;12(5):154 View
  52. Newsome A, Batrakoulis A, Camhi S, McAvoy C, Sansone J, Reed R. 2025 ACSM Worldwide Fitness Trends: Future Directions of the Health and Fitness Industry. ACSM'S Health & Fitness Journal 2024;28(6):11 View
  53. Ke Y, Tay V, Leong Y, Tan C, Au-Yong P, Sim J, Nithiyananthan M, Jin L, Ng R, Eng M, Abdullah H. The role of wearable technology in home-based prehabilitation: a scoping review. British Journal of Anaesthesia 2025;134(1):228 View
  54. Collinson S, Ingram-Walpole S, Jackson C, Soliman A, Chan A, Tholouli E, Balata H, Merchant M, Kirkby K, Sweeney S, Blackhall F, Bashall T, Searle E, Pan S, Braun M, Kitchen G, Moore J, Merchant Z, Wilson A. Patient Experiences of Using Wearable Health Monitors During Cancer Treatment: A Qualitative Study. Clinical Oncology 2025;37:103664 View
  55. Stojanović S, Andrieieva O, Trajković N. Associations between number of steps and health outcomes in children and adolescents: a systematic review and meta-analysis. BMC Public Health 2024;24(1) View
  56. Fotis T. From Rigidity to Relevance: Rethinking RCTs in the Age of Digital Health. Journal of PeriAnesthesia Nursing 2024;39(6):1114 View
  57. Huang C, Sung Y, Ni S, Wang T. A Skin-Tone Insensitive, Fully Integrated Smartwatch for Continuous Blood Pressure Measurement. IEEE Transactions on Instrumentation and Measurement 2025;74:1 View
  58. Gagnon M, Ouellet S, Attisso E, Supper W, Amil S, Rhéaume C, Paquette J, Chabot C, Laferrière M, Sasseville M. Wearable Devices for Supporting Chronic Disease Self-Management: Scoping Review. Interactive Journal of Medical Research 2024;13:e55925 View
  59. Hollinger D, Pollard R, Schall M, Chen H, Zabala M. A Hierarchical-Based Learning Approach for Multi-Action Intent Recognition. Sensors 2024;24(23):7857 View
  60. Hoff T, Kitsakos A, Silva J. A scoping review of the patient experience with wearable technology. DIGITAL HEALTH 2024;10 View
  61. Shrivastav A, Singh G, Mishra A, Kumar P, Kaushik A, Mathur A. Advanced biosensing technologies for cardiac troponin I Detection: Challenges and future directions in personalized heart health management. Microchemical Journal 2025;208:112462 View
  62. Nirav Narendrakumar Modh , Dr. Prashant S. Modi . The Impact of Wearable Technology on Health Monitoring: A Data-Driven Analysis with Real-World Case Studies and Innovations. Journal of Sustainable Solutions 2024;1(4):131 View
  63. Gregório C, Agostinho J, Rigueira J, Santos R, Pinto F, Brito D. From Wristbands to Implants: The Transformative Role of Wearables in Heart Failure Care. Healthcare 2024;12(24):2572 View
  64. Al-Halawani R, Qassem M, Kyriacou P. Monte Carlo Simulation of the Effect of Melanin Concentration on Light–Tissue Interactions in Reflectance Pulse Oximetry. Sensors 2025;25(2):559 View
  65. Johnson A, Lee K, Reeder B, Popejoy L, Vogelsmeier A. Feasibility and Acceptability of Smartwatches for Use by Nursing Home Residents. CIN: Computers, Informatics, Nursing 2025;43(5) View
  66. Boriani G, Imberti J, Asteggiano R, Ameri P, Mei D, Farkowski M, Chun J, Merino J, Lopez-Fernandez T, Lyon A. Mobile/wearable digital devices for care of active cancer patients: a survey from the ESC Council of Cardio-Oncology. European Heart Journal - Digital Health 2025;6(2):162 View
  67. Arnold V, Young S. The Potential of Wearable Sensors for Detecting Cognitive Rumination: A Scoping Review. Sensors 2025;25(3):654 View
  68. Bakker J, Barge R, Centra J, Cobb B, Cota C, Guo C, Hartog B, Horowicz-Mehler N, Izmailova E, Manyakov N, McClenahan S, Motola S, Patel S, Paun O, Schoone M, Sezgin E, Switzer T, Tandon A, van den Brink W, Vairavan S, Vandendriessche B, Vrijens B, Goldsack J. V3+ extends the V3 framework to ensure user-centricity and scalability of sensor-based digital health technologies. npj Digital Medicine 2025;8(1) View
  69. Thomas H, Harmse C, Schultz C. Predicting wearable technology readiness in a South African government department: Exploring the influence of wearable technology acceptance and positive attitudes. African Journal of Science, Technology, Innovation and Development 2025;17(1):1 View
  70. Heizmann A, Ollier E, Labeix P, Goujon I, Roche F, Le Hello C. Step Count Accuracy of the Life Plus Connected Watch at Different Localizations and Speeds in Healthy Adults, Patients With Cardiovascular Disease, and Patients With Peripheral Artery Disease: Step Count Validation Study in Laboratory Settings. JMIR Formative Research 2025;9:e58964 View
  71. Huntsman D, Bulaj G. Home Environment as a Therapeutic Target for Prevention and Treatment of Chronic Diseases: Delivering Restorative Living Spaces, Patient Education and Self-Care by Bridging Biophilic Design, E-Commerce and Digital Health Technologies. International Journal of Environmental Research and Public Health 2025;22(2):225 View
  72. Suriyaraj S, Ganapathy D, Shanmugamprema D. Prehabilitation Strategies: Enhancing Surgical Resilience with a Focus on Nutritional Optimization and Multimodal Interventions. Advances in Nutrition 2025:100392 View
  73. Ali S, Noghanian S, Khan Z, Alzahrani S, Alharbi S, Alhartomi M, Alsulami R. Wearable and Flexible Sensor Devices: Recent Advances in Designs, Fabrication Methods, and Applications. Sensors 2025;25(5):1377 View
  74. Lyu E, Sung Y, Hsu D, Su G, Wang T. LC Repeater-Inspired Battery-Free, Chipless, Flexible Body Sensor Network With Lightweight Reader. IEEE Transactions on Instrumentation and Measurement 2025;74:1 View
  75. Nonaka S, Fujii S, Yamada K. Purposes of Smartphone Health Care Apps and the Practicality of Their Functions in Disaster Situations: Qualitative Function Assessment Study. JMIR Formative Research 2025;9:e56862 View
  76. Calderón Moreno J, Chelu M, Popa M. Eco-Friendly Conductive Hydrogels: Towards Green Wearable Electronics. Gels 2025;11(4):220 View
  77. Kang H, Yang T, Banu N, Ng S, Lee J. Exploring Smart Health Wearable Adoption Among Singaporean Older Adults Based on Self-Determination Theory: Web-Based Survey Study. JMIR Aging 2025;8:e69008 View
  78. Ahmed M, Yu H, Vassallo M, Koufaki P. Advancing real-world applications: A scoping review on emerging wearable technologies for recognizing activities of daily living. Smart Health 2025;36:100555 View
  79. Islam M, Sepanloo K, Woo S, Woo S, Son Y. A Review of the Industry 4.0 to 5.0 Transition: Exploring the Intersection, Challenges, and Opportunities of Technology and Human–Machine Collaboration. Machines 2025;13(4):267 View
  80. Pergolizzi J, LeQuang J, El-Tallawy S, Varrassi G. What Clinicians Should Tell Patients About Wearable Devices and Data Privacy: A Narrative Review. Cureus 2025 View
  81. Martín-Rodríguez A, Madrigal-Cerezo R. Technology-Enhanced Pedagogy in Physical Education: Bridging Engagement, Learning, and Lifelong Activity. Education Sciences 2025;15(4):409 View
  82. Tesfaye L, Wakeman M, Gregory T, Leahy E, Baskin G, Gruse G, Kendrick B, El-Toukhy S. Acceptability of a smart lighter for tracking cigarette smoking: A focus group study. DIGITAL HEALTH 2025;11 View
  83. Valero-Ramon Z, Ibanez-Sanchez G, Martinez-Millana A, Fernandez-Llatas C. Personalised Risk Modelling for Older Adult Cancer Survivors: Combining Wearable Data and Self-Reported Measures to Address Time-Varying Risks. Sensors 2025;25(7):2097 View
  84. Powell-Wiley T, Brewer L, Burke L, Hernandez R, Landsbaugh Kaar J, Kepper M, Kline C, Lopez K, Roberson S, Spees C, Jerome G. Role of Technology in Promoting Heart Healthy Behavior Change to Increase Equity in Optimal Cardiovascular Health: A Scientific Statement From the American Heart Association. Circulation 2025;151(18) View
  85. Kazakoff A, Doroshuk M, Ganshorn H, Doyle-Baker P. Motivations for Use, User Experience and Quality of Reproductive Health Mobile Applications in a Pre-Menopausal User Base: A Scoping Review. Healthcare 2025;13(8):877 View
  86. Bhalsod D, Taksande K, Paul A, Patel V. Bridging the gap between ICU and home-based care: A review of wearable technologies and remote monitoring in critical care. Multidisciplinary Reviews 2025;8(8):2025256 View
  87. Doherty C, Baldwin M, Lambe R, Burke D, Altini M. Readiness, recovery, and strain: an evaluation of composite health scores in consumer wearables. Translational Exercise Biomedicine 2025 View
  88. Cui Y, Stanger C, Prioleau T. Seasonal, weekly, and individual variations in long-term use of wearable medical devices for diabetes management. Scientific Reports 2025;15(1) View
  89. Furrer R, Handschin C. Biomarkers of aging: from molecules and surrogates to physiology and function. Physiological Reviews 2025;105(3):1609 View
  90. Demichelis A. The Danger of Precision Medicine Hesitancy. Global Philosophy 2025;35(3) View
  91. He G, He W, Qiao F. Rise of wearable fitness devices (WFD): Effects of health technician and health consultant affordances on health-promoting behavior in China. DIGITAL HEALTH 2025;11 View
  92. Ghisi G. Transforming patient education in cardiac rehabilitation: A vision for the future. Patient Education and Counseling 2025;138:109176 View
  93. Riisager L, Moeller S, Larsen J, Christiansen T, Aagaard J, Huniche L. Use of a Wearable Self-Tracking Instrument by Refugees With Complex Posttraumatic Stress Disorder: A Qualitative Study of Psychotherapeutic Mediation and Engagement. JMIR Formative Research 2025;9:e70511 View
  94. Navalta J, Perez O, Wong M, Davis D. Does digital device software lead to exclusion? Investigating a portable metabolic analysis system and the input of sex data on physiological parameters. Frontiers in Digital Health 2025;7 View
  95. Manz K, Krug S, Kühnelt C, Lemcke J, Öztürk I, Loss J. Consumer Wearable Usage to Collect Health Data Among Adults Living in Germany: Nationwide Observational Survey Study. JMIR mHealth and uHealth 2025;13:e59199 View
  96. Parvin N, Joo S, Jung J, Mandal T. Multimodal AI in Biomedicine: Pioneering the Future of Biomaterials, Diagnostics, and Personalized Healthcare. Nanomaterials 2025;15(12):895 View
  97. Haykal D, Flament F. Bridging clinic to home: domestic devices in dermatological diagnostics and treatments. Frontiers in Digital Health 2025;7 View
  98. Ash G, Mak S, Haughton A, Augustine M, Bodurtha P, Axtell R, Borsari B, Liu J, Lou S, Xin X, Fucito L, Jeon S, Stults-Kolehmainen M, Gerstein M. 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. JMIR mHealth and uHealth 2025;13:e51707 View
  99. Kassem N, Boutros P, Kwaro D, Muma J, Obor D, Munga S, Maggioni M, Bärnighausen T, Winkler V, Barteit S. Wearable device monitoring of HIV health in the face of climate change and weather exposures: protocol for a mixed-methods study. BMJ Open 2025;15(6):e092307 View
  100. Lu A, Chung Y, Wang Y, Lin S, Hsieh J. Developing and evaluating a campus-based health management app for nursing students: A pilot study on usability and user experience. DIGITAL HEALTH 2025;11 View
  101. Fomo M, Borga L, Abel T, Santangelo P, Riggare S, Klucken J, Paccoud I. Empowering Capabilities of People With Chronic Conditions Supported by Digital Health Technologies: Scoping Review. Journal of Medical Internet Research 2025;27:e68458 View
  102. Pedroso A, Khera R. Leveraging AI-enhanced digital health with consumer devices for scalable cardiovascular screening, prediction, and monitoring. npj Cardiovascular Health 2025;2(1) View
  103. Pathak P, Choudhury A, Marikanty A, Jena A, Sebastian S, Sharma V. Wearable Technologies in Inflammatory Bowel Disease: A Scoping Review. Clinical Gastroenterology and Hepatology 2025 View
  104. Yeshurun S, Cramer T, Souroujon D, Mor M. The Association of Previous Day Carbohydrate Consumption With Fasted, Exhaled Carbon Dioxide in Lumen Users: Retrospective Real-World Study. JMIR mHealth and uHealth 2025;13:e64604 View
  105. Abdulbaki S, Harrathi H, Khasawneh M, Tashtoush M. A comparative study of national, gender, and academic differences in smartphone addiction among students from Jordan, Saudi Arabia, Oman, and the UAE. International Journal of ADVANCED AND APPLIED SCIENCES 2025;12(8):101 View
  106. Kahsay H, Berhie G, Cecchetti A. Assessing the Impact of Healthcare Wearables on Improving Health Disparities in Minority Communities in Mississippi. Science, Technology & Public Policy 2025;9(2):71 View
  107. De Pretis F, van Gils M, Varheenmaa M, Tiihonen M, Forsberg M. Innovative approaches to collecting, aggregating, and analyzing adverse drug events in smart hospitals. International Journal of Risk & Safety in Medicine 2025;36(4):289 View
  108. Rometsch C, McQueeney A, Festl-Wietek T, Masters K, Zipfel S, Herrmann-Werner A, Mahling M. Exploring the preferences and behavioural trends of e-patients in psychosomatics towards telemedicine during and post COVID-19 pandemic: A cross-sectional analysis (Preprint). JMIR Formative Research 2025 View
  109. Boedt T, Lie Fong S, Dancet E, Mestdagh M, Verbeke J, Geerts D, Spiessens C, Matthys C. Use and User Experience of a Preconception Lifestyle App for Couples Undergoing in Vitro Fertilization: Mixed Methods Study. JMIR Human Factors 2025;12:e65815 View
  110. Vignati B, Crivelli D. Active role of participants in neuroempowerment training and supportive neurotechnologies: a theoretical-methodological perspective. Frontiers in Psychology 2025;16 View
  111. Friedrich J, Schick T, Mess F, Blaschke S. Wearable device-based interventions in heat-exposed outdoor workers — a scoping review and an explanatory intervention model. BMC Public Health 2025;25(1) View
  112. Azim Zadegan M, Aromaa E, Montonen T, Sahlström R, Eriksson P, Leinonen V. Smart Rings in Remote Monitoring at Home: Older Patients' Perceptions and Expectations. Health Expectations 2025;28(5) View
  113. Tao S, Chung Y, Feng Y, Amouei S, Casey M, Stoermer V, Murnane E. MusicalPT: Augmenting Physical Therapy by Integrating Adaptive Musical Guidance to Enhance Exercise Quality and Patient Experience. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2025;9(3):1 View
  114. Correa Lindino M, Felipe Bortoletto L, Sanches de Lima B, Soriano-Vargas A, Mesquita R, Rocha A. Distinguishing Stressor, Stress, and State Anxiety: Semantic and Physiological Insights With Machine Learning Approaches. IEEE Sensors Journal 2025;25(17):34170 View
  115. Ayalew M, Berhie G, Cecchetti A. Knowledge, Perception, Attitude, and Adoption of Consumer Wearables Among African Americans in Mississippi: A Public Health Analysis. Science, Technology & Public Policy 2025;9(2):80 View
  116. Fahim Y, Hasani I, Kabba S, Ragab W. Artificial intelligence in healthcare and medicine: clinical applications, therapeutic advances, and future perspectives. European Journal of Medical Research 2025;30(1) View
  117. Magallanes S, Brant J. Health Literacy Applications in Patients With Cancer. Clinical Journal of Oncology Nursing 2025;29(5):400 View
  118. Sandic Spaho R, Uhrenfeldt L, Fotis T, Bjerkan J, Kymre I. Older People’s Voices Matter!: Possibilities and Limitations for Providing Dignified Palliative Care with Wearable Devices. Global Qualitative Nursing Research 2025;12 View
  119. Sibley D, Sicova M, Singh M, Randall I, Santa Mina D. Improving Patient Sleep before Surgery: The Case for Sleep Prehabilitation. Annals of Nutrition and Metabolism 2025:1 View
  120. Guo L, Zuo H, Sun Y, Qian C. Elevating surgical outcomes: a comprehensive analysis of innovative nursing practices in intraoperative care across diverse specialties. Frontiers in Medicine 2025;12 View
  121. Masurkar P, Rikame S. Gait assessment using wearable technologies in neurological disorders: a rapid umbrella. Neurodegenerative Disease Management 2025:1 View
  122. Yang D, Youden B, Yu N, Carrier A, Jiang R, Servos M, Oakes K, Zhang X. SERS-Integrated Microneedles: Bridging Nanoplasmonics and Microsampling for Advanced Bioanalysis. ACS Sensors 2025;10(10):7199 View
  123. Ferguson C, Chen Y, Davidson P, Wynne R. The digital revolution in cardiovascular care should not escape scientific scrutiny: a discussion paper. Contemporary Nurse 2025:1 View
  124. Wang H, Wang M, Zhang D, Zhou P. Household consumption pattern and CO2 emissions: The age and generational effects. Ecological Economics 2026;240:108820 View
  125. Mak S, Kinney R, Bailey A, Gaffey A, Relyea M, Spanakis E, Ash G. Integrating Consumer-Grade Wearable Devices and Patient-Generated Health Data into Clinical Care: Perspectives from Healthcare Professionals at a Learning Health System. Journal of General Internal Medicine 2025 View
  126. Gellasch P, Kartoz C, D’Antonio G. Wearable Activity Trackers: Nurse Practitioners’ Knowledge, Perceptions, and Experiences. The Journal for Nurse Practitioners 2025;21(10):105558 View
  127. Zahed K, Hallak Y, Azad K, Haidar J, Ghomrawi H. Utility of wearable technology in predicting panic attacks: A scoping review. DIGITAL HEALTH 2025;11 View
  128. Crivelli D, Vignati B. Fostering Psychophysical Well-Being via Remote Self-Managed Empowerment Protocols: A Scoping Review. Brain Sciences 2025;15(11):1194 View
  129. Clarysse M, Baert E, Walrave M, De Marez L, Ponnet K. Consumer perceptions of electrocardiography-enabled smartwatches in health management. Social Science & Medicine 2026;388:118756 View
  130. NAIM N, KURODA Y, MORI Y, ESPINOZA R, LIU C, YAMAMOTO G, KURODA T. Designing a Governance-Aware Access Control Architecture for Secure Data Management of Wearable Health Data. Advanced Biomedical Engineering 2025;14(0):376 View
  131. Xie T, Wang Z, He J, Zhang J. Applications of AI in the management of elderly diabetes patients. Ageing Research Reviews 2026;114:102960 View
  132. Christofferson K, Lin M, Cafazzo J, Mariakakis A. ArtEARial: Arterial Pressure Waveform Reconstruction Using Earbud Audio. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2025;9(4):1 View

Books/Policy Documents

  1. Brown-Jackson K. Transformational Interventions for Business, Technology, and Healthcare. View
  2. Wall C, McMeekin P, Walker R, Godfrey A. International Encyclopedia of Public Health. View
  3. Khan S, Aziz R, Chhabra C, Kaur H. Intelligent Technologies and Parkinson’s Disease. View
  4. Brown-Jackson K, Burton S, Burrell D. Strengthening Industrial Cybersecurity to Protect Business Intelligence. View
  5. Tariq M. Transformative Approaches to Patient Literacy and Healthcare Innovation. View
  6. Álvarez Casado C, Räsänen P, Nguyen L, Lämsä A, Peltola J, Bordallo López M. Digital Health and Wireless Solutions. View
  7. Grant P. The Virtual Hospital. View
  8. Munsour E, Jaam M, MacLure K, Crilly P. Health Literacy in Medicines Use and Pharmacy. View
  9. Sallam M, Mijwil M, Abotaleb M, Al Sailawi A. Optimization, Machine Learning, and Fuzzy Logic. View
  10. Bader A, Rangarajan A, Kishor Kumar Reddy C, Rangarajan D, Doss S. Utilizing AI of Medical Things for Healthcare Security and Sustainability. View
  11. Reddy K. Innovations in Neurocognitive Rehabilitation. View
  12. Law A, Gutierrez S, Asgodom K, Khan M. Gaming, Wellness, and Technology in the Bold Global Workforce. View
  13. Gunn V, Eappen P, Brar H, Brulin E, Muntaner C. Remote Monitoring and Wearable Devices in Healthcare. View
  14. Kumar A, Singh D. Artificial Intelligence in Modern Healthcare System. View
  15. Chaiya N, Tangkuaram T, Moonla C. Nano-bioelectronics for Precision Health Monitoring. View
  16. Mahato K, Abbas A, Kim G, Pandya A, Chandra P. Nano-bioelectronics for Precision Health Monitoring. View
  17. Khan S, Mazhar T, Shahzad T, Ullah I, Awotunde J, Hamam H. Fundamentals of Fog Computing and the Internet of Things for Smart Healthcare. View

Conference Proceedings

  1. Gosak L, Svenšek A, Štiglic G. Proceedings of the 2024 9th International Conference on Intelligent Information Technology. Comparing Continuous Glucose Monitoring Systems in General Population: Case Report View
  2. Vishwakarma A, Ranjan R, Verma K, Kumar R. 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT). Exploring the Potential Impacts of Wearable Technology in Reshaping Healthcare View
  3. Solbiati S, Charkas S, Mozzini F, Lo Mauro A, Bernasconi S, Angelucci A, Aliverti A, Trojaniello D, Caiani E. 2024 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE). Comparison of ECG-Free Algorithms for Heart Rate Computation From Head-BCG Signals Obtained With Smart Eyewear View
  4. Hiware M, Jirvankar P. 2024 2nd DMIHER International Conference on Artificial Intelligence in Healthcare, Education and Industry (IDICAIEI). Wearable Technology and Its Effect on the Provision of Healthcare View
  5. Kumar K, Verma A, Verma P. 2025 2nd International Conference on Computational Intelligence, Communication Technology and Networking (CICTN). VisionAid Band: Real-Time Smart Navigational and Alert Support System for Visually Impaired Persons Using Wearable Technology View
  6. Cui Y, Wagle B, Raj S, Plaitano E, Stanger C, Prioleau T. Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems. Empowering Self-Management of Diabetes through Long-Term Wearable Data and Seasonal Visualizations View
  7. Fehér B, Gulácsi L, Péntek M. 2025 IEEE 12th International Conference on Computational Cybernetics and Cyber-Medical Systems (ICCC). Wearables and Activity Trackers Market Among University Students: A Narrative Review View
  8. Brčić I, Alajbeg J, Marinčić L, Kržić A. 2025 MIPRO 48th ICT and Electronics Convention. Stress Monitoring During University Exam Period Using Smartwatches View
  9. Garcia E, Zhao W, Kelly R, Buchanan G, Waycott J. Proceedings of the 37th Australian Conference on Human-Computer Interaction. Beyond Monitoring: Older Adults Using Wearable Activity Trackers for Active Health Management and Behaviour Change View
  10. Fan H, Zheng C, Shu L, Qian K, Aliverti A, Qi W. 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). GAN-HLT: Generative Hierarchical Light-Transformer for Extendable Human Activity Recognition View
  11. Moscato S, Ostan R, Giannelli A, Varani S, Chiari L. 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Symptom Monitoring in Oncological Patients Using Wrist-Worn Wearables: A Machine Learning Approach View