This paper is in the following e-collection/theme issue:

Wearables and MHealth Reviews (310) Usability of Apps and User Perceptions of mHealth (1188) Use and User Demographics of mHealth (402) Wearable Devices and Sensors (1133)

Published on in Vol 9, No 6 (2021): June

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/23832, first published .
Older Adults’ Experiences With Using Wearable Devices: Qualitative Systematic Review and Meta-synthesis

Older Adults’ Experiences With Using Wearable Devices: Qualitative Systematic Review and Meta-synthesis

Older Adults’ Experiences With Using Wearable Devices: Qualitative Systematic Review and Meta-synthesis

Authors of this article:

Kevin Moore1 Author Orcid Image ;   Emma O'Shea1 Author Orcid Image ;   Lorna Kenny1 Author Orcid Image ;   John Barton2 Author Orcid Image ;   Salvatore Tedesco2 Author Orcid Image ;   Marco Sica2 Author Orcid Image ;   Colum Crowe2 Author Orcid Image ;   Antti Alamäki3 Author Orcid Image ;   Joan Condell4 Author Orcid Image ;   Anna Nordström5, 6 Author Orcid Image ;   Suzanne Timmons1 Author Orcid Image
Article Authors Cited by (157) Tweetations (11) Metrics

Journals

  1. Schilz C, Sammito S. Physical activity of daily life of Bundeswehr soldiers: a cross-sectional study. BMJ Military Health 2023;169(4):302 View
  2. Hofbauer L, Rodriguez F. How is the usability of commercial activity monitors perceived by older adults and by researchers? A cross-sectional evaluation of community-living individuals. BMJ Open 2022;12(11):e063135 View
  3. Kenny L, Moore K, O' Riordan C, Fox S, Barton J, Tedesco S, Sica M, Crowe C, Alamäki A, Condell J, Nordström A, Timmons S. The Views and Needs of People With Parkinson Disease Regarding Wearable Devices for Disease Monitoring: Mixed Methods Exploration. JMIR Formative Research 2022;6(1):e27418 View
  4. Vasquez B, Betriana F, Nemenzo E, Inabangan A, Tanioka R, Garcia L, Juntasopeepun P, Tanioka T, Locsin R. Effects of Healthcare Technologies on the Promotion of Physical Activities in Older Persons: A Systematic Review. Informatics for Health and Social Care 2023;48(2):196 View
  5. Van Wier M, Urry E, Lissenberg-Witte B, Kramer S. User characteristics associated with use of wrist-worn wearables and physical activity apps by adults with and without impaired speech-in-noise recognition: a cross-sectional analysis. International Journal of Audiology 2024;63(1):49 View
  6. Kari T, Makkonen M, Carlsson C. Physical Activity Tracker Application in Promoting Physical Activity Behavior among Older Adults: A 24-month Follow-Up Study. Journal of Aging and Health 2023;35(7-8):466 View
  7. Kumar S, Victoria-Castro A, Melchinger H, O’Connor K, Psotka M, Desai N, Ahmad T, Wilson F. Wearables in Cardiovascular Disease. Journal of Cardiovascular Translational Research 2023;16(3):557 View
  8. Félix J, Moreira J, Santos R, Kontio E, Pinheiro A, Sousa A. Health-Related Telemonitoring Parameters/Signals of Older Adults: An Umbrella Review. Sensors 2023;23(2):796 View
  9. Hechinger M, Hentschel D, Aumer C, Rester C. A Conceptual Model of Experiences With Digital Technologies in Aging in Place: Qualitative Systematic Review and Meta-synthesis. JMIR Aging 2022;5(3):e34872 View
  10. Tuominen M, Koski P, Axelin A, Stenholm S, Leskinen T. Acceptable, useful, and ineffective? Recent retirees’ experiences of a 12-month activity tracker-based physical activity intervention. DIGITAL HEALTH 2023;9 View
  11. Suh A, Li M. How the use of mobile fitness technology influences older adults’ physical and psychological well-being. Computers in Human Behavior 2022;131:107205 View
  12. Zytnick D, Folta S, Reid K, Chomitz V. Better Understanding Wearable Activity Monitor Use and Non-Use Among Older Adults: A Qualitative Study. Journal of Applied Gerontology 2023;42(3):447 View
  13. Chen J, Li T, You H, Wang J, Peng X, Chen B. Behavioral Interpretation of Willingness to Use Wearable Health Devices in Community Residents: A Cross-Sectional Study. International Journal of Environmental Research and Public Health 2023;20(4):3247 View
  14. Friedrich B, Lübbe C, Steen E, Bauer J, Hein A. Using Sensor Graphs for Monitoring the Effect on the Performance of the OTAGO Exercise Program in Older Adults. Sensors 2022;22(2):493 View
  15. Faro J, Yue K, Singh A, Soni A, Ding E, Shi Q, McManus D. Wearable device use and technology preferences in cancer survivors with or at risk for atrial fibrillation. Cardiovascular Digital Health Journal 2022;3(6):S23 View
  16. Czaja S, Ceruso M. The Promise of Artificial Intelligence in Supporting an Aging Population. Journal of Cognitive Engineering and Decision Making 2022;16(4):182 View
  17. Paolillo E, Lee S, VandeBunte A, Djukic N, Fonseca C, Kramer J, Casaletto K. Wearable Use in an Observational Study Among Older Adults: Adherence, Feasibility, and Effects of Clinicodemographic Factors. Frontiers in Digital Health 2022;4 View
  18. Neef C, Linden K, Richert A. Exploring the Influencing Factors on User Experience in Robot-Assisted Health Monitoring Systems Combining Subjective and Objective Health Data. Applied Sciences 2023;13(6):3537 View
  19. Debelle H, Packer E, Beales E, Bailey H, Mc Ardle R, Brown P, Hunter H, Ciravegna F, Ireson N, Evers J, Niessen M, Shi J, Yarnall A, Rochester L, Alcock L, Del Din S. Feasibility and usability of a digital health technology system to monitor mobility and assess medication adherence in mild-to-moderate Parkinson's disease. Frontiers in Neurology 2023;14 View
  20. Vietzke J, Schenk L, Baer N. Middle-aged and older adults’ acceptance of mobile nutrition and fitness tools: A qualitative typology. DIGITAL HEALTH 2023;9 View
  21. Garcia Reyes E, Kelly R, Buchanan G, Waycott J. Understanding Older Adults’ Experiences With Technologies for Health Self-management: Interview Study. JMIR Aging 2023;6:e43197 View
  22. Paulauskaite-Taraseviciene A, Siaulys J, Sutiene K, Petravicius T, Navickas S, Oliandra M, Rapalis A, Balciunas J. Geriatric Care Management System Powered by the IoT and Computer Vision Techniques. Healthcare 2023;11(8):1152 View
  23. Avella-Rodríguez E, Gómez L, Ramirez-Scarpetta J, Rosero E. Colombian Stakeholder Perceptions and Recommendations Regarding Fall Detection Systems for Older Adults. Geriatrics 2023;8(3):51 View
  24. TEKİNDAL M, TONBALAK K. NİTEL ARAŞTIRMALARDA META-SENTEZİN KAPSAMI VE YAŞLILIK ALANINDA META-SENTEZ ÖRNEKLERİ. Ufkun Ötesi Bilim Dergisi 2021;21(2):235 View
  25. Jiang Y, Gao J, Sun P, Nan J, Zou X, Sun M, Song X. Factors Associated with the e-Health Literacy Among Older Adults with Chronic Obstructive Pulmonary Disease: A Cross-Sectional Study. Telemedicine and e-Health 2024;30(4):e1138 View
  26. Brem A, Kuruppu S, de Boer C, Muurling M, Diaz-Ponce A, Gove D, Curcic J, Pilotto A, Ng W, Cummins N, Malzbender K, Nies V, Erdemli G, Graeber J, Narayan V, Rochester L, Maetzler W, Aarsland D. Digital endpoints in clinical trials of Alzheimer’s disease and other neurodegenerative diseases: challenges and opportunities. Frontiers in Neurology 2023;14 View
  27. G Ravindran K, della Monica C, Atzori G, Lambert D, Hassanin H, Revell V, Dijk D. Three Contactless Sleep Technologies Compared With Actigraphy and Polysomnography in a Heterogeneous Group of Older Men and Women in a Model of Mild Sleep Disturbance: Sleep Laboratory Study. JMIR mHealth and uHealth 2023;11:e46338 View
  28. Chang C, Lien W, Chiu T, Yang T, Wei C, Kuo Y, Yeh C, Liu B, Chen P, Lin Y. A novel smart somatosensory wearable assistive device for older adults’ home rehabilitation during the COVID-19 pandemic. Frontiers in Public Health 2023;11 View
  29. Choma E, Hayes S, Lewis B, Rothman A, Wyman J, Guan W, McMahon S. Technical Assistance Received by Older Adults to Use Commercially Available Physical Activity Monitors (Ready Steady 3.0 Trial): Ad-Hoc Descriptive Longitudinal Study. JMIR mHealth and uHealth 2023;11:e47891 View
  30. Das J, Walker R, Barry G, Vitório R, Stuart S, Morris R, Pani D. Stroboscopic visual training: The potential for clinical application in neurological populations. PLOS Digital Health 2023;2(8):e0000335 View
  31. Seifer A, Dorschky E, Küderle A, Moradi H, Hannemann R, Eskofier B. EarGait: Estimation of Temporal Gait Parameters from Hearing Aid Integrated Inertial Sensors. Sensors 2023;23(14):6565 View
  32. Kokorelias K, Grigorovich A, Harris M, Rehman U, Ritchie L, Levy A, Denecke K, McMurray J. Coadaptation Between Smart Technologies and Older Adults Over Time: Protocol for a Scoping Review. JMIR Research Protocols 2023;12:e51129 View
  33. Fotteler M, Kocar T, Dallmeier D, Kohn B, Mayer S, Waibel A, Swoboda W, Denkinger M. Use and benefit of information, communication, and assistive technology among community-dwelling older adults – a cross-sectional study. BMC Public Health 2023;23(1) View
  34. 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
  35. Zhu D, Al Mahmud A, Liu W. Social connections and participation among people with mild cognitive impairment: barriers and recommendations. Frontiers in Psychiatry 2023;14 View
  36. Goodman A, Mahoney R, Spurling G, Lawler S. Influencing Factors to mHealth Uptake With Indigenous Populations: Qualitative Systematic Review. JMIR mHealth and uHealth 2023;11:e45162 View
  37. Ravindran K, della Monica C, Atzori G, Lambert D, Hassanin H, Revell V, Dijk D. Contactless and longitudinal monitoring of nocturnal sleep and daytime naps in older men and women: a digital health technology evaluation study. SLEEP 2023;46(10) View
  38. Alpert J, Sharma B, Cenko E, Zapata R, Karnati Y, Fillingim R, Gill T, Marsiske M, Ranka S, Manini T. Identifying barriers and facilitators for using a smartwatch to monitor health among older adults. Educational Gerontology 2024;50(4):282 View
  39. D’Amore C, Saunders S, Bhatnagar N, Griffith L, Richardson J, Beauchamp M. Determinants of physical activity in community-dwelling older adults: an umbrella review. International Journal of Behavioral Nutrition and Physical Activity 2023;20(1) View
  40. Casabona E, Campagna S, Charrier L, Viotti D, Castello A, Di Giulio P, Dimonte V. Evaluation of a Telemergency Service for Older People Living at Home: A Cross-Sectional Study. Electronics 2023;12(23):4786 View
  41. Daniels K, Lemmens R, Knippenberg E, Marinus N, Vonck S, Baerts J, Bergs J, Spooren A, Hansen D, Bonnechère B. Promoting physical activity and a healthy active lifestyle in community-dwelling older adults: a design thinking approach for the development of a mobile health application. Frontiers in Public Health 2023;11 View
  42. Imamura K, Matsunaga A. Management of Frailty in Patients on Chronic Kidney Disease. The Japanese Journal of Rehabilitation Medicine 2023;60(10):857 View
  43. Kim M, Kim B, Park S. Social Support, eHealth Literacy, and mHealth Use in Older Adults With Diabetes. CIN: Computers, Informatics, Nursing 2024;42(2):136 View
  44. Shiwani T, Relton S, Evans R, Kale A, Heaven A, Clegg A, Abuzour A, Alderman J, Anand A, Bhanu C, Bunn J, Collins J, Cutillo L, Hall M, Keevil V, Mitchell L, Ogliari G, Penfold R, van Oppen J, Vardy E, Walesby K, Wilkinson C, Zucker K, Todd O. New Horizons in artificial intelligence in the healthcare of older people. Age and Ageing 2023;52(12) View
  45. Clay I, Peerenboom N, Connors D, Bourke S, Keogh A, Wac K, Gur-Arie T, Baker J, Bull C, Cereatti A, Cormack F, Eggenspieler D, Foschini L, Ganea R, Groenen P, Gusset N, Izmailova E, Kanzler C, Leyens L, Lyden K, Mueller A, Nam J, Ng W, Nobbs D, Orfaniotou F, Perumal T, Piwko W, Ries A, Scotland A, Taptiklis N, Torous J, Vereijken B, Xu S, Baltzer L, Vetter T, Goldhahn J, Hoffmann S. Reverse Engineering of Digital Measures: Inviting Patients to the Conversation. Digital Biomarkers 2023:28 View
  46. Lu C, Tsai-Lin T. Are Older Adults Special in Adopting Public eHealth Service Initiatives? The Modified Model of UTAUT. Sage Open 2024;14(1) View
  47. Goerss D, Köhler S, Rong E, Temp A, Kilimann I, Bieber G, Teipel S. Smartwatch-Based Interventions for People With Dementia: User-Centered Design Approach. JMIR Aging 2024;7:e50107 View
  48. Jin W, Montoya C, Rich B, Taswell C, Noy M, Kwon D, Spieler B, Mahal B, Abramowitz M, Yechieli R, Pollack A, Dal Pra A. A Smart Water Bottle and Companion App (HidrateSpark 3) to Improve Bladder-Filling Compliance in Patients With Prostate Cancer Receiving Radiotherapy: Nonrandomized Trial of Feasibility and Acceptability. JMIR Cancer 2024;10:e51061 View
  49. Gerber S, Silver R, Das S, Greene S, Dix S, Ramirez I, Morcos C, Dao M, Ceglia L, Roberts S. Development and Feasibility of an eHealth Diabetes Prevention Program Adapted for Older Adults—Results from a Randomized Control Pilot Study. Nutrients 2024;16(7):930 View
  50. Moorthy P, Weinert L, Schüttler C, Svensson L, Sedlmayr B, Müller J, Nagel T. Attributes, Methods, and Frameworks Used to Evaluate Wearables and Their Companion mHealth Apps: Scoping Review. JMIR mHealth and uHealth 2024;12:e52179 View
  51. Del-Valle-Soto C, López-Pimentel J, Vázquez-Castillo J, Nolazco-Flores J, Velázquez R, Varela-Aldás J, Visconti P. A Comprehensive Review of Behavior Change Techniques in Wearables and IoT: Implications for Health and Well-Being. Sensors 2024;24(8):2429 View
  52. Gündüz N, Zaim S, Erzurumlu Y. Investigating impact of health belief and trust on technology acceptance in smartwatch usage: Turkish senior adults case. International Journal of Pharmaceutical and Healthcare Marketing 2024;18(3):499 View
  53. Pereira N, Dos Santos A, Shinjo S. Association Between Wearable Device Use and Quality of Life in Patients With Idiopathic Inflammatory Myopathies and Primary Systemic Vasculitis. Cureus 2024 View
  54. Tóth K, Takács P, Balatoni I. Users’ Expectations of Smart Devices during Physical Activity—A Literature Review. Applied Sciences 2024;14(8):3518 View
  55. Ausserhofer D, Piccoliori G, Engl A, Mahlknecht A, Plagg B, Barbieri V, Colletti N, Lombardo S, Gärtner T, Tappeiner W, Wieser H, Wiedermann C. Community-Dwelling Older Adults’ Readiness for Adopting Digital Health Technologies: Cross-Sectional Survey Study. JMIR Formative Research 2024;8:e54120 View
  56. Ramalho A, Paulo R, Duarte-Mendes P, Serrano J, Petrica J. Age Unplugged: A Brief Narrative Review on the Intersection of Digital Tools, Sedentary and Physical Activity Behaviors in Community-Dwelling Older Adults. Healthcare 2024;12(9):935 View
  57. Zhang Y, Ma Y, Liang C. Understanding older adults’ continuance intention toward wearable health technologies: an empowerment perspective. Behaviour & Information Technology 2025;44(6):1277 View
  58. Aryal S, Blankenship J, Bachman S, Hwang S, Zhai Y, Richards J, Clay I, Lyden K. Patient-centricity in digital measure development: co-evolution of best practice and regulatory guidance. npj Digital Medicine 2024;7(1) View
  59. While Z, Crouser R, Sarvghad A. GerontoVis: Data Visualization at the Confluence of Aging. Computer Graphics Forum 2024;43(3) View
  60. Adam E, Meiland F, Frielink N, Meinders E, Smits R, Embregts P, Smaling H. User Requirements and Perceptions of a Sensor System for Early Stress Detection in People With Dementia and People With Intellectual Disability: Qualitative Study. JMIR Formative Research 2024;8:e52248 View
  61. Chan C, Kan M, Wong A. Effects of Peer- or Professional-Led Support in Enhancing Adherence to Wearable Monitoring Devices Among Community-Dwelling Older Adults: Systematic Review of Randomized Controlled Trials. Journal of Medical Internet Research 2024;26:e53607 View
  62. Hu L, Chen Y, Cao E, Hu W. User Experience & Usability of Wearable Health Device: A Bibliometric Analysis of 2014–2023. International Journal of Human–Computer Interaction 2025;41(8):5100 View
  63. Ahn J, Yang Y, Park G. Advancing elderly diabetes care: exploring the usability and acceptance of continuous glucose monitoring (CGM). Geriatric Nursing 2024;59:15 View
  64. Nagappan A, Krasniansky A, Knowles M. Patterns of Ownership and Usage of Wearable Devices in the United States, 2020-2022: Survey Study. Journal of Medical Internet Research 2024;26:e56504 View
  65. Borghare P, Methwani D, Pathade A. A Comprehensive Review on Harnessing Wearable Technology for Enhanced Depression Treatment. Cureus 2024 View
  66. Wiegel P, Fotteler M, Kohn B, Mayer S, Verri F, Dallmeier D, Denkinger M. Perceived Benefit and Satisfaction With a Tablet Computer and an Emergency Smartwatch by Older Adults and Their Relatives: Prospective Real-World Pilot Study. JMIR Human Factors 2024;11:e53811 View
  67. Wong A, Bayuo J, Su J, Chow K, Wong S, Wong B, Lee A, Wong F. Exploring the Experiences of Community-Dwelling Older Adults on Using Wearable Monitoring Devices With Regular Support From Community Health Workers, Nurses, and Social Workers: Qualitative Descriptive Study. Journal of Medical Internet Research 2024;26:e49403 View
  68. Ding H, Ho K, Searls E, Low S, Li Z, Rahman S, Madan S, Igwe A, Popp Z, Burk A, Wu H, Ding Y, Hwang P, Anda-Duran I, Kolachalama V, Gifford K, Shih L, Au R, Lin H. Assessment of Wearable Device Adherence for Monitoring Physical Activity in Older Adults: Pilot Cohort Study. JMIR Aging 2024;7:e60209 View
  69. Huang H, Chang M, Chen P, Lin C, Sung P, Chen C, Fan S. Exploring factors affecting the acceptance of fall detection technology among older adults and their families: a content analysis. BMC Geriatrics 2024;24(1) View
  70. Chen Z. An Elderly-Oriented Form Design of Low-Speed New Energy Vehicles Based on Rough Set Theory and Support Vector Regression. World Electric Vehicle Journal 2024;15(9):389 View
  71. Swain T, McNarry M, Mackintosh K. Assessing and Enhancing Movement Quality Using Wearables and Consumer Technologies: Thematic Analysis of Expert Perspectives. JMIR Formative Research 2024;8:e56784 View
  72. Yan Q, Guo Q. Enhancement or suppression: a double-edged sword? Differential association of digital literacy with subjective health of older adult—evidence from China. Frontiers in Public Health 2024;12 View
  73. Leong Q, Lee V, Ng W, Vijayakumar S, Lau N, Mauritzon I, Blasiak A, Ho D. Older Adults’ Perspectives and Experiences With Digital Health in Singapore: Qualitative Study. JMIR Human Factors 2024;11:e58641 View
  74. McGowan L, Chater A, Harper J, Kilbride C, Victor C, Brierley M, Bailey D. Acceptability of a remotely delivered sedentary behaviour intervention to improve sarcopenia and maintain independent living in older adults with frailty: a mixed-methods study. BMC Geriatrics 2024;24(1) View
  75. Timon C, Heffernan E, Kilcullen S, Hopper L, Lee H, Gallagher P, Smeaton A, Moran K, Hussey P, Murphy C. Developing Independent Living Support for Older Adults Using Internet of Things and AI-Based Systems: Co-Design Study. JMIR Aging 2024;7:e54210 View
  76. Wong A, Bayuo J, Su J, Wong F, Chow K, Wong B, Wong S, Hui V. Effectiveness of the Support From Community Health Workers and Health Care Professionals on the Sustained Use of Wearable Monitoring Devices Among Community-Dwelling Older Adults: Feasibility Randomized Controlled Trial. Journal of Medical Internet Research 2024;26:e52435 View
  77. Crowe C, Sica M, Kenny L, O’Flynn B, Scott Mueller D, Timmons S, Barton J, Tedesco S. Wearable-Enabled Algorithms for the Estimation of Parkinson’s Symptoms Evaluated in a Continuous Home Monitoring Setting Using Inertial Sensors. IEEE Transactions on Neural Systems and Rehabilitation Engineering 2024;32:3828 View
  78. Seifer A, Küderle A, Dorschky E, Moradi H, Hannemann R, Eskofier B. Step Length and Gait Speed Estimation Using a Hearing Aid Integrated Accelerometer: A Comparison of Different Algorithms. IEEE Journal of Biomedical and Health Informatics 2024;28(11):6619 View
  79. Lee J, Seo S, Han S, Koo C. A simplified machine learning model to forecast individual thermal comfort in older adults’ residential spaces without relying on wearable devices. Sustainable Cities and Society 2025;119:106085 View
  80. Frömel K, Dygrýn J, Vorlíček M, Jakubec L, Groffik D, Smékal D, Mitáš J. Physical activity in professional training of physiotherapists. Annals of Medicine 2025;57(1) View
  81. Wiese L, Luna C, Cook D, Minor B, Schmitter-Edgecombe M. A multi-generational approach to introducing technologies for assessing and supporting cognitive health in a rural, underresourced setting. Educational Gerontology 2025;51(10):1068 View
  82. Chan L, Espinoza Cerda M, Brodie M, Lord S, Taylor M. Daily-life walking speed, running duration and bedtime from wrist-worn sensors predict incident dementia: A watch walk – UK biobank study. International Psychogeriatrics 2025;37(3):100031 View
  83. Guarducci S, Jayousi S, Caputo S, Mucchi L. Key Fundamentals and Examples of Sensors for Human Health: Wearable, Non-Continuous, and Non-Contact Monitoring Devices. Sensors 2025;25(2):556 View
  84. 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
  85. Moukarzel S, Araujo-Menendez C, Galang E, Zlatar Z, Feldman H, Banks S. Tailoring implementation strategies for the healthy actions and lifestyles to Avoid Dementia or Hispanos y el ALTo a la Demencia Program: Lessons learned from a survey study. The Journal of Prevention of Alzheimer's Disease 2025;12(3):100053 View
  86. Rahemtulla Z, Wickenden R, Hughes-Riley T. Using a human centred design approach to develop a fall detection sock for older women. Design for Health 2024;8(3):318 View
  87. Wang K, Saragadam A, Kaur J, Dogra A, Cao S, Ghafurian M, Butt Z, Abhari S, Chumachenko D, Morita P. A contactless method for recognition of daily living activities for older adults based on ambient assisted living technology. Internet of Things 2025;30:101502 View
  88. Zieni B, Ritchie M, Mandalari A, Boem F. An Interdisciplinary Overview on Ambient Assisted Living Systems for Health Monitoring at Home: Trade-Offs and Challenges. Sensors 2025;25(3):853 View
  89. 李 梓. Development Trends and Research Hotspots of User Experience in Aging-Appropriate Products Domestically and Internationally over the Past Decade. Advances in Psychology 2025;15(01):232 View
  90. Beckett D, Curtis R, Szeto K, Maher C. Changing User Experience of Wearable Activity Monitors Over 7 Years: Repeat Cross-Sectional Survey Study. Journal of Medical Internet Research 2025;27:e56251 View
  91. Frimpong A, Granados A, Chang T, Fu J, Moore S, Applebaum S, Adepoju B, Kaur M, Hari Krishnan V, Levi A, McCall T, Nwanyanwu K. Recommendations for Designing a Digital Health Tool for Blindness Prevention Among High-Risk Diabetic Retinopathy Patients: Qualitative Focus Group Study of Adults With Diabetes. JMIR Formative Research 2025;9:e65893 View
  92. Chandrasekaran R, Sadiq T M, Moustakas E. Usage Trends and Data Sharing Practices of Healthcare Wearable Devices Among US Adults: Cross-Sectional Study. Journal of Medical Internet Research 2025;27:e63879 View
  93. Reithe H, Marty B, Torrado J, Førsund E, Husebo B, Erdal A, Kverneng S, Sheard E, Tzoulis C, Patrascu M. Cross-evaluation of wearable data for use in Parkinson’s disease research: a free-living observational study on Empatica E4, Fitbit Sense, and Oura. BioMedical Engineering OnLine 2025;24(1) View
  94. Hinakura K, Sakurai R, Sasai H, Ogawa S, Seino S, Hata T, Fujiwara Y, Awata S. Characteristics of Wearable Activity Tracker Users and Their Association with Health-Management Satisfaction Among Older Japanese Adults. Sage Open Aging 2025;11 View
  95. Özsezer G, Dağhan Ş. Effectiveness of wearable technologies used in the monitoring of cardiovascular diseases in the community: A systematic review of randomized controlled trials. Computers in Biology and Medicine 2025;189:110013 View
  96. Al-Somali S. Integrating artificial intelligence (AI) in healthcare: advancing older adults’ health management in Saudi Arabia through AI-powered chatbots. PeerJ Computer Science 2025;11:e2773 View
  97. Peterson C, St Louis R, Flannagan C. Enhancing Enrollment and Adherence in Long-Term Wearable Research on Dementia: Qualitative Systematic Review and Meta-Synthesis. JMIR Aging 2025;8:e63768 View
  98. Zhang Y, Xi N, Liang C, Ma Y, Hong W, Wang X, Hamari J. Gamification for elderly well-being: Effects on experience and engagement. Technological Forecasting and Social Change 2025;217:124155 View
  99. Jabade M, Kaur J, Barde S. Exploring Digital Health for Effective Geriatric Care. Topics in Geriatric Rehabilitation 2025;41(2):114 View
  100. Abdel Kader Mohamed S, Shaban M. Digital Dependence in Aging: Nomophobia as the New Mental Health Threat for Older Adults. Journal of Emergency Nursing 2025;51(3):371 View
  101. Gupta N, Kumar A, Jain V. Enhancing security systems: human activity recognition using transfer learning model. International Journal of Information Technology 2025;17(5):2927 View
  102. Zhang L, Xie Q, Qiu S, Liu M, You F, Zhao X. Willing or reluctant to share health data? A moderated mediation analysis of wearable device usage and data-sharing intentions among older adults. DIGITAL HEALTH 2025;11 View
  103. Robin L, Mandigout S, Batcho C, Gelineau A, Borel B. Usability of Videoconferencing for Physical Exercise Interventions in Older Adults: Scoping Review. JMIR Rehabilitation and Assistive Technologies 2025;12:e65552 View
  104. Brill E, Vinay R, Nißen M, Joshi P, Klöppel S, Kowatsch T. Toward a Smartphone-Based and Conversational Agent–Delivered Just-in-Time Adaptive Holistic Lifestyle Intervention for Older Adults Affected by Cognitive Decline: Two-Week Proof-of-Concept Study. JMIR Formative Research 2025;9:e66885 View
  105. Liao Y, Tan G, Zhang H. Surface Electromyography Combined with Artificial Intelligence in Predicting Neuromuscular Falls in the Elderly: A Narrative Review of Present Applications and Future Perspectives. Healthcare 2025;13(10):1204 View
  106. Robles L, McGeagh L, Aning J, Bahl A, Challapalli A, Koupparis A, Persad R, Rowe E, Shiridzinomwa C, Martin R, Lane J. The Prostate cancer–Exercise and Metformin randomised controlled feasibility Trial (Pre-EMpT) in men following active surveillance, radical prostatectomy and radiotherapy. Pilot and Feasibility Studies 2025;11(1) View
  107. Doherty C, Baldwin M, Lambe R, Altini M, Caulfield B. Privacy in consumer wearable technologies: a living systematic analysis of data policies across leading manufacturers. npj Digital Medicine 2025;8(1) View
  108. Shenoy A, Samra M, Van Ooteghem K, Beyer K, Thomson S, McIlroy W, Eng J, Pollock C. Evaluating the Usability of Inertial Measurement Units for Measuring and Monitoring Activity Post-Stroke: A Scoping Review. Sensors 2025;25(12):3694 View
  109. Sun Y, Chen J, Ji M, Li X. Wearable Technologies for Health Promotion and Disease Prevention in Older Adults: Systematic Scoping Review and Evidence Map. Journal of Medical Internet Research 2025;27:e69077 View
  110. Huang G, Chen X, Liao C. AI-Driven Wearable Bioelectronics in Digital Healthcare. Biosensors 2025;15(7):410 View
  111. Törnblom M, Rönkkö K, Ådahl K, Karlsson S, Olsson Möller U, Nivestam A. Older persons’ experiences with wearable sensor-based fall risk screening in free-living conditions - a qualitative study. BMC Geriatrics 2025;25(1) View
  112. Lee S, Chao P, Wu Z, Wu J, Shiau J, Shih H, Lee T. Ensemble RBE Modeling in Proton Therapy: A Meta-Synthesis Framework for Dose Assessment in the Brainstem and Spinal Cord. Cancer Control 2025;32 View
  113. Lin F, Lee C, Chien T. Applying Smart Healthcare and ESG Concepts to Optimize Elderly Health Management. Sustainability 2025;17(13):6091 View
  114. Hamasaki T, Briand C, Mahroug A, Sauvageau A. Digital health technology adoption factors: a rapid review of systematic reviews and checklist development. Disability and Rehabilitation: Assistive Technology 2025:1 View
  115. Tang H, Zhang C, Yang F. Should it be all wrapped up? Impact of functional area and weight on user comfort of wearable devices based on phase change materials. Ergonomics 2025:1 View
  116. Claeys R, Embrechts E, Bourazeri A, Debeuf R, Firouzi M, Eggermont M, Lieten S, Filtjens B, Verstraten T, Swinnen E, Beckwée D. Understanding the perspectives of older adults and physiotherapists on home-based lower-limb exoskeletons. Wearable Technologies 2025;6 View
  117. Huang S. Enhancing physical activity safety in older adults with chronic comorbidities using wearable devices: Benefits, challenges, and clinical implications. Interdisciplinary Nursing Research 2025;4(2):121 View
  118. Osuka Y, Chan L, Brodie M, Okubo Y, Lord S. Frailty assessed by a wrist-worn device can predict hospitalisation and mortality in middle-aged and older adults: a UK Biobank study. Age and Ageing 2025;54(8) View
  119. 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
  120. Nguyen H, Tran T, Nguyen G, Nguyen T, Nguyen N, Pham H, Bui L, Nguyen A, Anderson D. Wearable sensor data visualization for patient monitoring and management: a Cancer Wellness application in Vietnam. Future Science OA 2025;11(1) View
  121. Zhou Y, Ratcliffe J, Molteni E, Patel A, Liu J, Mexia N, Rees J, Matcham F, Antonelli M, Tinker A, Shi Y, Ourselin S, Liu W. Smart Textile Systems for Loneliness Monitoring in Older People Care: A Review of Sensing and Design Innovations. Advanced Electronic Materials 2025;11(16) View
  122. Farabolini G, Baldini N, Pagano A, Andrenelli E, Pepa L, Morone G, Ceravolo M, Capecci M. Continuous Movement Monitoring at Home Through Wearable Devices: A Systematic Review. Sensors 2025;25(16):4889 View
  123. Marra C, Chaiyachati K, Washington V, Abernethy A. Advancing Decentralized and Pragmatic Clinical Trials as a Path Toward Improved Representativeness and Greater Generalizability of Clinical Trial Evidence. Clinical Therapeutics 2025;47(11):966 View
  124. Zhi H, Zolotova M. Wearable Devices & Elderly: A Bibliometric Analysis of 2014–2024. Healthcare 2025;13(16):2066 View
  125. 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
  126. Kim S. Awareness, Usage, and Associated Factors of Artificial Intelligence-Based Healthcare Services among Middle-Aged and Older Adults in South Korea. Korean Journal of Geriatrics & Gerontology 2025;26(2):80 View
  127. Kenny L, Sica M, Crowe C, O'Mahony L, O'Flynn B, Mueller D, Tedesco S, Barton J, Timmons S. User Experiences of Limb-Worn Wearable Devices for Monitoring Parkinson Disease Motor Function and Blood Pressure: Usability Study. JMIR Formative Research 2025;9:e73423 View
  128. Cho H, Kim Y, Park B, Choi M. Perceived usefulness, benefits, and needs of patient‑generated health data among older adults after lung cancer surgery. Geriatric Nursing 2025;66:103614 View
  129. Clark A, Gresham G, Pevnick J, Duncan R, Kamrava M, Sobolev M. Predicting Engagement Patterns With Connected Wearable Devices in a Health System: Survival Analysis. Journal of Medical Internet Research 2025;27:e78507 View
  130. Tacca C, Vazquez Galvez A, Thompson I, Bincalar A, Tremmel C, Gomer R, Warner M, Freeman C, schraefel m. How Well Do Older Adult Fitness Technologies Match User Needs and Preferences? Scoping Review of 2014-2024 Literature. Journal of Medical Internet Research 2025;27:e75667 View
  131. Chang M, Lian J, Sung P, Chen P. A hierarchical framework for addressing innovation resistance to ICT adoption in older adults: A case study of safety alarm systems. Technological Forecasting and Social Change 2025;221:124356 View
  132. Bahls M, Kavousi M, Bakker E, Kränkel N, Baurecht H, Timmermans E, van Craenenbroeck E, Hanssen H. Physical activity and mortality: towards healthspan-oriented metrics and outcomes. A Scientific Statement from the European Association of Preventive Cardiology (EAPC) of the ESC. European Journal of Preventive Cardiology 2025 View
  133. Maetzler C, Graeber J, Schmidtmann D, Prodan A, Avedano L, Bale C, Howard P, Pilotto A, Jiménez Ramos J, Reilmann R, Roche M, Manyakov N, De Sousa D, Warring L, Kaduszkiewicz H, Hinz S, Hirczy S, Bhidayasiri R, Baribaud F, Ng W, Maetzler W, Emmert K. Empowering patients: A multimodal digital health technology survey of patients with neurogenerative disorders and immune-mediated inflammatory diseases. DIGITAL HEALTH 2025;11 View
  134. Baumann S, Stone R, Abdelall E. Smart Healthcare at Home: A Review of AI-Enabled Wearables and Diagnostics Through the Lens of the Pi-CON Methodology. Sensors 2025;25(19):6067 View
  135. Krishnamoorthy Srinivasan S, Kumar M, Singh P. Leveraging Familiarity with Television to Enrich Older Adults' Engagement and Wellbeing: A Feasibility Study Using Video Probes. Proceedings of the ACM on Human-Computer Interaction 2025;9(7):1 View
  136. Soreq E, Kolanko M, Ravindran K, della Monica C, Revell V, Daniels S, Joffe A, Lai H, Golemme M, Giovane M, Walsh C, Wingfield D, Nilforooshan R, Stefanos M, Vittrant B, de Villèle P, Dijk D, Sharp D. Contactless longitudinal monitoring in the home characterizes aging and Alzheimer's disease–related night‐time behavior and physiology. Alzheimer's & Dementia 2025;21(10) View
  137. Ghisletta P. Challenges and opportunities of psychological aging research. European Journal of Ageing 2025;22(1) View
  138. Zhang H, Yang S, Lin Y. A study on the relationship between technological affordance of age-appropriate smart wearable devices and the well-being of older adults. Frontiers in Public Health 2025;13 View
  139. Jaana M, Lévesque Ryan M, Tamim H, Riachy E, Paré G. Perspectives of Older Adults on Assistive Technology: Qualitative Study. JMIR Human Factors 2025;12:e74214 View
  140. Kalu M, Peng Z, Kumapayi P, Ameri S, Ojembe B, Cyrus E. Product design for mobility wearable devices for black older adults: bridging usability, inclusion, and engagement through qualitative interviewing. Disability and Rehabilitation: Assistive Technology 2025:1 View
  141. Song Q, Kuwano M, Obo T, Kubota N. Multi-Property Infrared Sensor Array for Intelligent Human Tracking in Privacy-Preserving Ambient Assisted Living. Applied Sciences 2025;15(22):12144 View
  142. Graeber J, Warmerdam E, Aufenberg S, Bull C, Davies K, Döhring J, Emmert K, Judd C, Maetzler C, Manyakov N, Reilmann R, Ng W, Macrae V, Maetzler W, Kaduszkiewicz H. Technology acceptance of two mobile health apps during an observational technology evaluation study: Qualitative results of a mixed methods study (Preprint). JMIR Human Factors 2025 View
  143. Yao Y, Chen M, Chen S. Composite Material-Driven Health Functional Wearable Devices Design: Integrated Technological Approaches and Future Prospects. Journal of Physics: Conference Series 2025;3129(1):012013 View
  144. Zhang H, Xu J, Lu X, Xu M, Schirle L. Wearable Devices in Elderly Chronic Disease Management: A Qualitative Study of Barriers and Facilitators. Journal of Nursing Management 2025;2025(1) View

Books/Policy Documents

  1. Mondragón-González S, Burguière E, N’diaye K. Machine Learning for Brain Disorders. View
  2. Shahrokni A, Pozdniakova H, Nightingale B. Geriatric Medicine. View
  3. Wall C, McMeekin P, Walker R, Godfrey A. International Encyclopedia of Public Health. View
  4. Shahrokni A, Pozdniakova H, Nightingale B. Geriatric Medicine. View
  5. Friedrich B. Empowering Independent Living using the ICF. View
  6. Parra-Rodríguez L, Reyes-Ramírez E, Pérez-Sanpablo A. Aging Research—Methodological Issues. View
  7. Okmi A. Tailored Light Emitters For Biomedical Applications. View
  8. Wang L, Jiang Y, Chang D, Li Z. Cross-Cultural Design. View
  9. Cheng Zhang C, Yining Liu M, Yangziming Han S, Sedaghat A, Zhang K, Wang H. Current Developments in Biosensors and Emerging Smart Technologies. View

Conference Proceedings

  1. Cristescu I, Iordache D, Tirlea C. 2022 14th International Conference on Electronics, Computers and Artificial Intelligence (ECAI). Behavioral intention to use smartwatches: a case study View
  2. Al-Sa’di A, Litayem N. 2023 IEEE 3rd International Conference on Computer Systems (ICCS). User Frustration: Shaping the Experience of Automotive and Computing View
  3. Visuri A, Van Berkel N, Tag B. 2023 Fourteenth International Conference on Mobile Computing and Ubiquitous Network (ICMU). Wellbeing Insights in a Data-Driven Future View
  4. Friedrich B, Elgert L, Eckhoff D, Bauer J, Hein A. 2024 International Conference on Activity and Behavior Computing (ABC). Interpretable AI for Decision Support for Mobility Changes of Older Adults View