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

E-Health Policy and Health Systems Innovation (341) Ethics, Privacy, and Legal Issues (617) Participatory Medicine & E-Patients (873) Focus Groups and Qualitative Research for Human Factors Research (1220) Electronic Health Records (1319) Fitness Trackers and Smart Pedometers/Accelerometers (665) Wearable Devices and Sensors (1133)

Published on in Vol 22, No 10 (2020): October

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/19542, first published .
Opportunities and Challenges Surrounding the Use of Data From Wearable Sensor Devices in Health Care: Qualitative Interview Study

Opportunities and Challenges Surrounding the Use of Data From Wearable Sensor Devices in Health Care: Qualitative Interview Study

Opportunities and Challenges Surrounding the Use of Data From Wearable Sensor Devices in Health Care: Qualitative Interview Study

Authors of this article:

Ijeoma Azodo1 Author Orcid Image ;   Robin Williams2 Author Orcid Image ;   Aziz Sheikh1 Author Orcid Image ;   Kathrin Cresswell1 Author Orcid Image
Article Authors Cited by (54) Tweetations (8) Metrics

Journals

  1. Lee W, Schwartz N, Bansal A, Khor S, Hammarlund N, Basu A, Devine B. A Scoping Review of the Use of Machine Learning in Health Economics and Outcomes Research: Part 1—Data From Wearable Devices. Value in Health 2023;26(2):292 View
  2. Abdolkhani R, Gray K, Borda A, DeSouza R. Recommendations for the Quality Management of Patient-Generated Health Data in Remote Patient Monitoring: Mixed Methods Study. JMIR mHealth and uHealth 2023;11:e35917 View
  3. Brannon G, Mitchell S, Liao Y. Addressing privacy concerns for mobile and wearable devices sensors: Small-group interviews with healthy adults and cancer survivors. PEC Innovation 2022;1:100022 View
  4. Wang H, Li J, McDonald B, Farrell T, Huang X, Clancy E. Comparison between Two Time Synchronization and Data Alignment Methods for Multi-Channel Wearable Biosensor Systems Using BLE Protocol. Sensors 2023;23(5):2465 View
  5. Mack I, Juchler N, Rey S, Hirsch S, Hoelz B, Eckstein J, Bielicki J. Wearable Technologies for Pediatric Patients with Surgical Infections—More than Counting Steps?. Biosensors 2022;12(8):634 View
  6. Srinivasan K, Currim F, Ram S. A Human-in-the-Loop Segmented Mixed-Effects Modeling Method for Analyzing Wearables Data. ACM Transactions on Management Information Systems 2023;14(2):1 View
  7. Khan I, Akhtar S, Ahmad Khan M. Lifestyle-based health awareness using digital gadgets and online interactive platforms. NeuroPharmac Journal 2021:295 View
  8. McGillion M, Allan K, Ross-Howe S, Jiang W, Graham M, Marcucci M, Johnson A, Scott T, Ouellette C, Kocetkov D, Lounsbury J, Bird M, Harsha P, Sanchez K, Harvey V, Vincent J, Borges F, Carroll S, Peter E, Patel A, Bergh S, Devereaux P. Beyond Wellness Monitoring: Continuous Multiparameter Remote Automated Monitoring of Patients. Canadian Journal of Cardiology 2022;38(2):267 View
  9. Reidy C, A’Court C, Jenkins W, Jani A, Ramos A, Morys-Carter M, Papoutsi C. ‘The plural of silo is not ecosystem’: Qualitative study on the role of innovation ecosystems in supporting ‘Internet of Things’ applications in health and care. DIGITAL HEALTH 2023;9 View
  10. Tuler de Oliveira M, Amorim Reis L, Marquering H, Zwinderman A, Delgado Olabarriaga S. Perceptions of a Secure Cloud-Based Solution for Data Sharing During Acute Stroke Care: Qualitative Interview Study. JMIR Formative Research 2022;6(12):e40061 View
  11. Ciasullo M, Orciuoli F, Douglas A, Palumbo R. Putting Health 4.0 at the service of Society 5.0: Exploratory insights from a pilot study. Socio-Economic Planning Sciences 2022;80:101163 View
  12. Kang H, Exworthy M. Wearing the Future—Wearables to Empower Users to Take Greater Responsibility for Their Health and Care: Scoping Review. JMIR mHealth and uHealth 2022;10(7):e35684 View
  13. 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
  14. Predel C, Timmermann C, Ursin F, Orzechowski M, Ropinski T, Steger F. Conflicting Aims and Values in the Application of Smart Sensors in Geriatric Rehabilitation: Ethical Analysis. JMIR mHealth and uHealth 2022;10(6):e32910 View
  15. Chang V, Doan L, Ariel Xu Q, Hall K, Anna Wang Y, Mustafa Kamal M. Digitalization in omnichannel healthcare supply chain businesses: The role of smart wearable devices. Journal of Business Research 2023;156:113369 View
  16. Thapa S, Bello A, Maurushat A, Farid F. Security Risks and User Perception towards Adopting Wearable Internet of Medical Things. International Journal of Environmental Research and Public Health 2023;20(8):5519 View
  17. Bellosta-López P, Simonsen M, Palsson T, Djurtoft C, Hirata R, Christensen S. Validity of an inertial measurement unit for the assessment of range and quality of movement during head and thoracic spine movements. Musculoskeletal Science and Practice 2023;66:102826 View
  18. 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
  19. Bankhead B, Bichard S, Seltzer T, Thompson L, Chambers B, Davis B, Knowlton L, Tatebe L, Vella M, Dumas R. Bias in the trauma bay: A multicenter qualitative study on team communication. Journal of Trauma and Acute Care Surgery 2023;94(6):771 View
  20. Materia F, Smyth J. Acceptability and concerns about innovative wearable health sensors in persons with and without chronic disease diagnosis. Internet Interventions 2024;35:100702 View
  21. Bouderhem R. Shaping the future of AI in healthcare through ethics and governance. Humanities and Social Sciences Communications 2024;11(1) View
  22. Yadav R, Pradeepa P, Srinivasan S, Rajora C, Rajalakshmi R. A novel healthcare framework for ambient assisted living using the internet of medical things (IOMT) and deep neural network. Measurement: Sensors 2024;33:101111 View
  23. Claggett J, Petter S, Joshi A, Ponzio T, Kirkendall E. An Infrastructure Framework for Remote Patient Monitoring Interventions and Research. Journal of Medical Internet Research 2024;26:e51234 View
  24. Afridi A, Nawaz K. Digital transformation in healthcare rehabilitation: A narrative review. Journal of Process Management and New Technologies 2024;12(1-2):16 View
  25. O'Brien M, Hohl K, Lieber R, Jayaraman A. Automate, Illuminate, Predict: A Universal Framework for Integrating Wearable Sensors in Healthcare. Digital Biomarkers 2024;8(1):149 View
  26. Enichen E, Heydari K, Wang S, Nickel G, Kvedar J. The utility of personal wearable data in long COVID and personalized patient care. npj Digital Medicine 2024;7(1) View
  27. Maddah N, Verma A, Ainsworth J. Opportunities and Challenges Surrounding the Use of Wearable Sensor Bracelets for Infectious Disease Detection During Hajj: Qualitative Interview Study. JMIR Formative Research 2025;9:e60484 View
  28. Oakley-Girvan I, Zhai Y, Yunis R, Liu R, Davis S, Kubo A, Aghaee S, Blankenship J, Lyden K, Neeman E. Analysis Method of Real-World Digital Biomarkers for Clinical Impact in Cancer Patients. Digital Biomarkers 2025;9(1):40 View
  29. Bachman S, Leonard-Corzo K, Blankenship J, Busa M, Serviente C, Limoges M, Marcotte R, Clay I, Lyden K, Lipsitz L. Returning Individualized Wearable Sensor Results to Older Adult Research Participants: A Pilot Study. The Journals of Gerontology, Series A: Biological Sciences and Medical Sciences 2025;80(5) View
  30. Malungana L, Chimbo B. The adoption of virtual reality technologies for training healthcare professionals. Africa’s Public Service Delivery & Performance Review 2024;12(1) View
  31. Chan H, Toh H. A document analysis of international data transfer terms in smartwatch privacy policies: inadequacies and recommendations for improvements. International Review of Law, Computers & Technology 2025:1 View
  32. 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
  33. 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
  34. Ghadi Y, Shah S, Waheed W, Mazhar T, Ahmad W, Saeed M, Hamam H. Integration of wearable technology and artificial intelligence in digital health for remote patient care. Journal of Cloud Computing 2025;14(1) View
  35. 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
  36. Malungana L, Chimbo B. The use of smart glasses in the healthcare metaverse: A systematic review. Suid-Afrikaanse Tydskrif vir Natuurwetenskap en Tegnologie 2025;44(1):8 View
  37. Kozlova U. Problems and prospects of using digital technologies in medical and social rehabilitation. Bulletin of the Russian association of specialists in medical and social expert evaluation rehabilitation and rehabilitation industry 2025;19(2):39 View
  38. Lele M, Matiso N. Evaluating the Challenges Faced by Grade 4 Teachers in Teaching English First Additional Language Reading Comprehension Skills. Journal of Education and Learning Technology 2025:714 View
  39. Sephokgole R. An Assessment of the Challenges Associated with Technology Integration in Agricultural Programs in TVET Colleges in South Africa. Journal of Education and Learning Technology 2025:729 View
  40. Schiavone F, Zeuli F, Grieva O, Escobar O, Bernhard F. Sustainability in Healthcare: The Role of Digital Technologies for Improving Patient Engagement. Business Ethics, the Environment & Responsibility 2025 View
  41. Mateescu A, Hadarau I, Anghel I, Cioara T, Anchidin O, Nemes A. A Laplace diffusion-based transformer model for heart rate forecasting within daily activity context. Machine Learning with Applications 2025;22:100746 View
  42. Ahmed M, Othman Z, Mahamed S, Okesanya O, Musa S, Branda F, Lucero-Prisno D. Wearable vital-sign sensors for early detection of severe dengue and sepsis: Clinical applications and implementation in resource-limited settings. DIGITAL HEALTH 2025;11 View
  43. Kairiukstis L, Kairiūkštytė K, Norvilas E. Possible security threats coming from IOT medicine sensor calibration process. F1000Research 2025;14:1327 View

Books/Policy Documents

  1. Izu L, Scholtz B, Fashoro I. Smart and Secure Embedded and Mobile Systems. View
  2. Najumnissa Jamal D, Karthikha R, Affia Thabassum M. Blockchain for Biomedical Research and Healthcare. View
  3. Jinglong L, Me R, Ahmad F, Qisen Z. Tech Fusion in Business and Society. View
  4. Islam M. Remote Monitoring and Wearable Devices in Healthcare. View
  5. Gunn V, Eappen P, Brar H, Brulin E, Muntaner C. Remote Monitoring and Wearable Devices in Healthcare. View

Conference Proceedings

  1. Guo Z, Hou B, Zhang J. 2021 IEEE 6th International Conference on Computer and Communication Systems (ICCCS). A Study of College Students' Lifestyle Regularity Based on Wearable Devices and Deep Learning View
  2. Casillo M, Cecere L, Colace F, Lorusso A, Marongiu F, Santaniello D. 2023 IEEE International Conference on Smart Computing (SMARTCOMP). Internet of Things in SPA Medicine: A General Framework to Improve User Treatments View
  3. Pascarelli C, Colucci C, Mitrano G, Corallo A. 2023 IEEE Symposium on Computers and Communications (ISCC). Business Models in Digital Health: Bibliometric Analysis and Systematic Literature Review View
  4. Bouderhem R. ECSA 2023. Privacy and Regulatory Issues in Wearable Health Technology View
  5. Huang K, Liu K. Construction Research Congress 2024. Recognizing Daily Human Activities Using Nonintrusive Sensing and Analytics for Supporting Human-Centered Built Environments View
  6. 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