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

mHealth for Wellness, Behavior Change and Prevention (2754) Mobile Health (mhealth) (2777) Usability of Apps and User Perceptions of mHealth (902) Fitness Trackers and Smart Pedometers/Accelerometers (543)

Published on in Vol 4, No 1 (2016): Jan-Mar

Acceptance of Commercially Available Wearable Activity Trackers Among Adults Aged Over 50 and With Chronic Illness: A Mixed-Methods Evaluation

Acceptance of Commercially Available Wearable Activity Trackers Among Adults Aged Over 50 and With Chronic Illness: A Mixed-Methods Evaluation

Acceptance of Commercially Available Wearable Activity Trackers Among Adults Aged Over 50 and With Chronic Illness: A Mixed-Methods Evaluation

Authors of this article:

Kathryn Mercer1 Author Orcid Image ;   Lora Giangregorio2 Author Orcid Image ;   Eric Schneider3 Author Orcid Image ;   Parmit Chilana4 Author Orcid Image ;   Melissa Li1 Author Orcid Image ;   Kelly Grindrod1 Author Orcid Image
Article Authors Cited by (261) Tweetations (33) Metrics

Journals

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  131. Martinato M, Lorenzoni G, Zanchi T, Bergamin A, Buratin A, Azzolina D, Gregori D. Usability and Accuracy of a Smartwatch for the Assessment of Physical Activity in the Elderly Population: Observational Study. JMIR mHealth and uHealth 2021;9(5):e20966 View
  132. Miranda-Duro M, Nieto-Riveiro L, Concheiro-Moscoso P, Groba B, Pousada T, Canosa N, Pereira J. Analysis of Older Adults in Spanish Care Facilities, Risk of Falling and Daily Activity Using Xiaomi Mi Band 2. Sensors 2021;21(10):3341 View
  133. Ummels D, Beekman E, Braun S, Beurskens A. Using an Activity Tracker in Healthcare: Experiences of Healthcare Professionals and Patients. International Journal of Environmental Research and Public Health 2021;18(10):5147 View
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  135. Moore K, O'Shea E, Kenny L, Barton J, Tedesco S, Sica M, Crowe C, Alamäki A, Condell J, Nordström A, Timmons S. Older Adults’ Experiences With Using Wearable Devices: Qualitative Systematic Review and Meta-synthesis. JMIR mHealth and uHealth 2021;9(6):e23832 View
  136. Simmich J, Mandrusiak A, Russell T, Smith S, Hartley N. Perspectives of older adults with chronic disease on the use of wearable technology and video games for physical activity. DIGITAL HEALTH 2021;7:205520762110199 View
  137. Mauldin K, Gieng J, Saarony D, Hu C. Performing nutrition assessment remotely via telehealth. Nutrition in Clinical Practice 2021;36(4):751 View
  138. Creaser A, Clemes S, Costa S, Hall J, Ridgers N, Barber S, Bingham D. The Acceptability, Feasibility, and Effectiveness of Wearable Activity Trackers for Increasing Physical Activity in Children and Adolescents: A Systematic Review. International Journal of Environmental Research and Public Health 2021;18(12):6211 View
  139. Braakhuis H, Bussmann J, Ribbers G, Berger M. Wearable Activity Monitoring in Day-to-Day Stroke Care: A Promising Tool but Not Widely Used. Sensors 2021;21(12):4066 View
  140. Prusynski R, Kelly V, Fogelberg D, Pradhan S. The association between sleep deficits and sedentary behavior in people with mild Parkinson disease. Disability and Rehabilitation 2022;44(19):5585 View
  141. Ocagli H, Lorenzoni G, Lanera C, Schiavo A, D’Angelo L, Liberti A, Besola L, Cibin G, Martinato M, Azzolina D, D’Onofrio A, Tarantini G, Gerosa G, Cabianca E, Gregori D. Monitoring Patients Reported Outcomes after Valve Replacement Using Wearable Devices: Insights on Feasibility and Capability Study: Feasibility Results. International Journal of Environmental Research and Public Health 2021;18(13):7171 View
  142. Roggio F, Ravalli S, Maugeri G, Bianco A, Palma A, Di Rosa M, Musumeci G. Technological advancements in the analysis of human motion and posture management through digital devices. World Journal of Orthopedics 2021;12(7):467 View
  143. Lee W, Peng L, Lin M, Loh C, Chen L. Active wearable device utilization improved physical performance and IGF-1 among community-dwelling middle-aged and older adults: a 12-month prospective cohort study. Aging 2021;13(15):19710 View
  144. Daley A, Jolly K, Ives N, Jebb S, Tearne S, Greenfield S, Yardley L, Little P, Tyldesley-Marshall N, Bensoussane H, Pritchett R, Frew E, Parretti H. Practice nurse-supported weight self-management delivered within the national child immunisation programme for postnatal women: a feasibility cluster RCT. Health Technology Assessment 2021;25(49):1 View
  145. Abrantes A, Van Noppen D, Bailey G, Uebelacker L, Buman M, Stein M. A feasibility study of a peer-facilitated physical activity intervention in methadone maintenance. Mental Health and Physical Activity 2021;21:100419 View
  146. Stuart T, Yin X, Chen S, Farley M, McGuire D, Reddy N, Thien R, DiMatteo S, Fumeaux C, Gutruf P. Context-aware electromagnetic design for continuously wearable biosymbiotic devices. Biosensors and Bioelectronics 2023;228:115218 View
  147. 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
  148. Bösch V, Warner L, Nyman S, Haftenberger J, Clarke K, Inauen J. What do older adults think about when formulating implementation intentions for physical activity? Evidence from a qualitative study. British Journal of Health Psychology 2023;28(1):221 View
  149. Zhang Z, Giordani B, Margulis A, Chen W. Efficacy and acceptability of using wearable activity trackers in older adults living in retirement communities: a mixed method study. BMC Geriatrics 2022;22(1) View
  150. Toh S, Gonzalez P, Fong K. Usability of a wearable device for home-based upper limb telerehabilitation in persons with stroke: A mixed-methods study. DIGITAL HEALTH 2023;9:205520762311537 View
  151. Lee H, Ahn J, Lee J. Development and Validation of a Questionnaire on the Feasibility of a Mobile Dietary Self-Monitoring Application. Korean Journal of Community Nutrition 2022;27(2):146 View
  152. Ehn M, Derneborg M, Revenäs Å, Cicchetti A. User-centered requirements engineering to manage the fuzzy front-end of open innovation in e-health: A study on support systems for seniors’ physical activity. International Journal of Medical Informatics 2021;154:104547 View
  153. Greco G, Poli L, Clemente F, Francesco F, Cataldi S, Maugeri A. The Effectiveness of New Digital Technologies in Increasing Physical Activity Levels and Promoting Active and Healthy Ageing: A Narrative Review. Health & Social Care in the Community 2023;2023:1 View
  154. Casado-Robles C, Viciana J, Guijarro-Romero S, Mayorga-Vega D. Effects of Consumer-Wearable Activity Tracker-Based Programs on Objectively Measured Daily Physical Activity and Sedentary Behavior Among School-Aged Children: A Systematic Review and Meta-analysis. Sports Medicine - Open 2022;8(1) View
  155. Leese J, Geldman J, Zhu S, Macdonald G, Pourrahmat M, Townsend A, Backman C, Nimmon L, Li L. Perspectives of Persons With Arthritis on the Use of Wearable Technology to Self Monitor Physical Activity: A Qualitative Evidence Synthesis. Arthritis Care & Research 2022;74(9):1520 View
  156. Tuominen M, Suorsa K, Pentti J, Koski P, Stenholm S, Leskinen T. The Impact of a 12-Month Activity Tracker Intervention on Activity Behavior Across Body Mass Index Subgroups Among Recent Retirees: Post Hoc Analysis of a Randomized Controlled Trial. Journal of Physical Activity and Health 2021;18(12):1563 View
  157. Maher C, Szeto K, Arnold J. The use of accelerometer-based wearable activity monitors in clinical settings: current practice, barriers, enablers, and future opportunities. BMC Health Services Research 2021;21(1) View
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  159. Creaser A, Hall J, Costa S, Bingham D, Clemes S. Exploring Families’ Acceptance of Wearable Activity Trackers: A Mixed-Methods Study. International Journal of Environmental Research and Public Health 2022;19(6):3472 View
  160. Lee J, Lee J. The Relationship Between the Characteristics of Self-Tracking Data and User Experience Factors for Data-Driven Product Service System Design. Archives of Design Research 2021;34(3):193 View
  161. Chen P, Shen Y, Li Z, Sun X, Feng X, Fisher E. What Factors Predict the Adoption of Type 2 Diabetes Patients to Wearable Activity Trackers—Application of Diffusion of Innovation Theory. Frontiers in Public Health 2022;9 View
  162. Sivakumar B, Lemonde M, Stein M, Goldstein S, Mak S, Arcand J. Evaluating Health Care Provider Perspectives on the Use of Mobile Apps to Support Patients With Heart Failure Management: Qualitative Descriptive Study. JMIR Cardio 2022;6(2):e40546 View
  163. Chung J, Brakey H, Reeder B, Myers O, Demiris G. Community‐dwelling older adults' acceptance of smartwatches for health and location tracking. International Journal of Older People Nursing 2023;18(1) View
  164. Radhakrishnan K, Julien C, Baranowski T, O'Hair M, Lee G, Sagna De Main A, Allen C, Viswanathan B, Thomaz E, Kim M. Feasibility of a Sensor-Controlled Digital Game for Heart Failure Self-management: Randomized Controlled Trial. JMIR Serious Games 2021;9(4):e29044 View
  165. O’Reilly P, Harney O, Hogan M, Mitchell C, McGuire B, Slattery B. Chronic pain self-management in middle-aged and older adults: A collective intelligence approach to identifying barriers and user needs in eHealth interventions. DIGITAL HEALTH 2022;8:205520762211054 View
  166. Liu J, Kwan R, Yin Y, Lee P, Siu J, Bai X. Enhancing the Physical Activity Levels of Frail Older Adults with a Wearable Activity Tracker-Based Exercise Intervention: A Pilot Cluster Randomized Controlled Trial. International Journal of Environmental Research and Public Health 2021;18(19):10344 View
  167. Rochmawati E, Kamilah F, Iskandar A. Acceptance of e‐health technology among older people: A qualitative study. Nursing & Health Sciences 2022;24(2):437 View
  168. Ma Z, Gao Q, Yang M. Adoption of Wearable Devices by Older People: Changes in Use Behaviors and User Experiences. International Journal of Human–Computer Interaction 2023;39(5):964 View
  169. Yu J, de Antonio A, Villalba-Mora E. Design of an Integrated Acceptance Framework for Older Users and eHealth: Influential Factor Analysis. Journal of Medical Internet Research 2022;24(1):e31920 View
  170. 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
  171. Rhee J, Ma J, Seo J, Cha S. Review of applications and user perceptions of smart home technology for health and environmental monitoring. Journal of Computational Design and Engineering 2022;9(3):857 View
  172. Keats M, Yu X, Sweeney Magee M, Forbes C, Grandy S, Sweeney E, Dummer T. Use of Wearable Activity-Monitoring Technologies to Promote Physical Activity in Cancer Survivors: Challenges and Opportunities for Improved Cancer Care. International Journal of Environmental Research and Public Health 2023;20(6):4784 View
  173. Stuart T, Hanna J, Gutruf P. Wearable devices for continuous monitoring of biosignals: Challenges and opportunities. APL Bioengineering 2022;6(2) View
  174. Marquez D, Aguiñaga S, Vásquez P, Marques I, Balbim G, Jaldin M. Dancing among older Latinos: Interweaving health and culture. Latino Studies 2021;19(4):452 View
  175. Hannan A, Hing W, Coombes J, Gough S, Climstein M, Adsett G, Jayasinghe R, Furness J. Effect of personal activity intelligence (PAI) monitoring in the maintenance phase of cardiac rehabilitation: a mixed methods evaluation. BMC Sports Science, Medicine and Rehabilitation 2021;13(1) View
  176. Philip B, Abdelrazek M, Barnett S, Bonti A, Grundy J. Toward a Unified mHealth Platform: A Survey of Current User Challenges and Expectations. IEEE Access 2023;11:19876 View
  177. Patel V, Moosa S, Sundaram S, Langer L, MacMillan T, Cavalcanti R, Cram P, Gunaratne K, Bayley M, Wu R. Perceptions of patients and nurses regarding the use of wearables in inpatient settings: a mixed methods study. Informatics for Health and Social Care 2022;47(4):444 View
  178. Schuster A, Kadylak T, Cotten S. Correlation between socio-demographic factors and adoption and use of wearable activity trackers in online American older adults. Educational Gerontology 2023;49(1):1 View
  179. Schepens Niemiec S, Cariño B, Chatfield A, Quan K. mHealth-Supported Interventions With Potential to Address Sedentary Behavior in Older Adults: A Scoping Review. Journal of Aging and Physical Activity 2022;30(6):1085 View
  180. Hamasaki H. Daily Physical Activity and Sleep Measured by Wearable Activity Trackers during the Coronavirus Disease 2019 Pandemic: A Lesson for Preventing Physical Inactivity during Future Pandemics. Applied Sciences 2021;11(21):9956 View
  181. Li M, McPhillips M, Szanton S, Wenzel J, Li J, Xie B. Electronic Wearable Device Use for Physical Activity in Older Adults: A Qualitative Study. Work, Aging and Retirement 2024;10(1):25 View
  182. Ponnada A, Wang S, Chu D, Do B, Dunton G, Intille S. Intensive Longitudinal Data Collection Using Microinteraction Ecological Momentary Assessment: Pilot and Preliminary Results. JMIR Formative Research 2022;6(2):e32772 View
  183. To Q, Green C, Vandelanotte C. Feasibility, Usability, and Effectiveness of a Machine Learning–Based Physical Activity Chatbot: Quasi-Experimental Study. JMIR mHealth and uHealth 2021;9(11):e28577 View
  184. Rahman A, Halim Z. Predicting the big five personality traits from hand-written text features through semi-supervised learning. Multimedia Tools and Applications 2022;81(23):33671 View
  185. Keogh A, Alcock L, Brown P, Buckley E, Brozgol M, Gazit E, Hansen C, Scott K, Schwickert L, Becker C, Hausdorff J, Maetzler W, Rochester L, Sharrack B, Vogiatzis I, Yarnall A, Mazzà C, Caulfield B. Acceptability of wearable devices for measuring mobility remotely: Observations from the Mobilise-D technical validation study. DIGITAL HEALTH 2023;9:205520762211507 View
  186. Javdan M, Ghasemaghaei M, Abouzahra M. Psychological barriers of using wearable devices by seniors: A mixed-methods study. Computers in Human Behavior 2023;141:107615 View
  187. Robertson M, Swartz M, Christopherson U, Bentley J, Basen-Engquist K, Thompson D, Volpi E, Lyons E. A Photography-based, Social Media Walking Intervention Targeting Autonomous Motivations for Physical Activity: Semistructured Interviews With Older Women. JMIR Serious Games 2022;10(2):e35511 View
  188. Straczkiewicz M, James P, Onnela J. A systematic review of smartphone-based human activity recognition methods for health research. npj Digital Medicine 2021;4(1) View
  189. Martin-Hammond A, Purnell T. Bridging Community, History, and Culture in Personal Informatics Tools. Proceedings of the ACM on Human-Computer Interaction 2022;6(GROUP):1 View
  190. Hvalič-Touzery S, Šetinc M, Dolničar V. Benefits of a Wearable Activity Tracker with Safety Features for Older Adults: An Intervention Study. International Journal of Environmental Research and Public Health 2022;19(23):15723 View
  191. Dobbie L, Tahrani A, Alam U, James J, Wilding J, Cuthbertson D. Exercise in Obesity—the Role of Technology in Health Services: Can This Approach Work?. Current Obesity Reports 2021;11(3):93 View
  192. Ginossar T, Rishel Brakey H, Sussman A, Price B, Kano M, Davis S, Blair C. “You’re Going to Have to Think a Little Bit Different” Barriers and Facilitators to Using mHealth to Increase Physical Activity among Older, Rural Cancer Survivors. International Journal of Environmental Research and Public Health 2021;18(17):8929 View
  193. Fioranzato M, Comoretto R, Lanera C, Pressato L, Palmisano G, Barbacane L, Gregori D. Improving Healthy Aging by Monitoring Patients’ Lifestyle through a Wearable Device: Results of a Feasibility Study. International Journal of Environmental Research and Public Health 2021;18(18):9806 View
  194. de la Casa Pérez A, Latorre Román P, Muñoz Jiménez M, Lucena Zurita M, Laredo Aguilera J, Párraga Montilla J, Cabrera Linares J. Is the Xiaomi Mi Band 4 an Accuracy Tool for Measuring Health-Related Parameters in Adults and Older People? An Original Validation Study. International Journal of Environmental Research and Public Health 2022;19(3):1593 View
  195. Abrantes A, Meshesha L, E Blevins C, Battle C, Lindsay C, Marsh E, Feltus S, Buman M, Agu E, Stein M. A Smartphone Physical Activity App for Patients in Alcohol Treatment: Single-Arm Feasibility Trial. JMIR Formative Research 2022;6(10):e35926 View
  196. Oshni Alvandi A, Bain C, Burstein F, Patman S. Understanding digital health ecosystem from Australian citizens’ perspective: A scoping review. PLOS ONE 2021;16(11):e0260058 View
  197. Leese J, MacDonald G, Backman C, Townsend A, Nimmon L, Li L. Experiences of Wearable Technology by Persons with Knee Osteoarthritis Participating in a Physical Activity Counseling Intervention: Qualitative Study Using a Relational Ethics Lens. JMIR mHealth and uHealth 2021;9(11):e30332 View
  198. 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;9:205520762211474 View
  199. Rodríguez I, Cajamarca G, Herskovic V. When does self-report of pain occur?: A study of older adults. PeerJ 2022;10:e13716 View
  200. Robinson A, Husband A, Slight R, Slight S. Designing Digital Health Technology to Support Patients Before and After Bariatric Surgery: Qualitative Study Exploring Patient Desires, Suggestions, and Reflections to Support Lifestyle Behavior Change. JMIR Human Factors 2022;9(1):e29782 View
  201. Zhang Y, Trace C. The quality of health and wellness self‐tracking data: A consumer perspective. Journal of the Association for Information Science and Technology 2022;73(6):879 View
  202. Domingos C, Costa P, Santos N, Pêgo J. Usability, Acceptability, and Satisfaction of a Wearable Activity Tracker in Older Adults: Observational Study in a Real-Life Context in Northern Portugal. Journal of Medical Internet Research 2022;24(1):e26652 View
  203. 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
  204. Ghods A, Shahrokni A, Ghasemzadeh H, Cook D. Remote Monitoring of the Performance Status and Burden of Symptoms of Patients With Gastrointestinal Cancer Via a Consumer-Based Activity Tracker: Quantitative Cohort Study. JMIR Cancer 2021;7(4):e22931 View
  205. Collombon E, Peels D, Bolman C, de Bruijn G, Lechner L. Adding Mobile Elements to Online Physical Activity Interventions for Adults Aged Over 50 Years: Prototype Development Study. JMIR Formative Research 2023;7:e42394 View
  206. Daley A, Griffin R, Moakes C, Sanders J, Skrybant M, Ives N, Maylor B, Greenfield S, Gokal K, Parretti H, Biddle S, Greaves C, Maddison R, Mutrie N, Esliger D, Sherar L, Edwardson C, Yates T, Frew E, Tearne S, Jolly K. Snacktivity™ to promote physical activity and reduce future risk of disease in the population: protocol for a feasibility randomised controlled trial and nested qualitative study. Pilot and Feasibility Studies 2023;9(1) View
  207. Chimatapu S, Mittelman S, Habib M, Osuna-Garcia A, Vidmar A. Wearable Devices Beyond Activity Trackers in Youth With Obesity: Summary of Options. Childhood Obesity 2024;20(3):208 View
  208. Rafiei A, Hajati F, Rezaee A, Panahi A, Uddin S. Early Prediction of Sepsis Using Heart Rate Signals in Wearable Devices with Genetic Optimized Lstm Algorithm. SSRN Electronic Journal 2022 View
  209. Sivakumar B, Lemonde M, Stein M, Mak S, Al-Hesayen A, Arcand J, White S. Patient perspectives on the use of mobile apps to support heart failure management: A qualitative descriptive study. PLOS ONE 2023;18(5):e0285659 View
  210. French M, Keatley E, Li J, Balasubramanian A, Hansel N, Wise R, Searson P, Singh A, Raghavan P, Wegener S, Roemmich R, Celnik P. The feasibility of remotely monitoring physical, cognitive, and psychosocial function in individuals with stroke or chronic obstructive pulmonary disease. DIGITAL HEALTH 2023;9:205520762311761 View
  211. Worlanyo J, Adams C, Adedugbe B, Lokoyi O, Moses M. Knowledge, usability, and impact of wearable fitness devices among community exercisers in Ghana. BMC Digital Health 2023;1(1) View
  212. Trumpf R, Schulte L, Schroeder H, Larsen R, Haussermann P, Zijlstra W, Fleiner T. Physical activity monitoring-based interventions in geriatric patients: a scoping review on intervention components and clinical applicability. European Review of Aging and Physical Activity 2023;20(1) View
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Books/Policy Documents

  1. Pan A, Zhao F. Human-Computer Interaction. Interaction in Context. View
  2. Sanchez-Romero J, Jimeno-Morenilla A, Mora H, Pujol-Lopez F. Research & Innovation Forum 2019. View
  3. Ginsburg G, Haga S. Emery and Rimoin's Principles and Practice of Medical Genetics and Genomics. View
  4. Lazaro M, Lim J, Kim S, Yun M. Human Aspects of IT for the Aged Population. Technologies, Design and User Experience. View
  5. Tuccori M, Wallberg M. Pharmacovigilance. View
  6. Wetzels M, Liebregts J, Ayoola I, Peters P, Feijs L. Proceedings of the Conference on Design and Semantics of Form and Movement - Sense and Sensitivity, DeSForM 2017. View
  7. Schwartz M, Oppold P, Hancock P. Critical Issues Impacting Science, Technology, Society (STS), and Our Future. View
  8. Klebbe R, Steinert A, Buchem I, Müller-Werdan U. Learning and Collaboration Technologies. Ubiquitous and Virtual Environments for Learning and Collaboration. View
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