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Literature on Wearable Technology for Connected Health: Scoping Review of Research Trends, Advances, and Barriers

BACKGROUND: Wearable sensing and information and communication technologies are key enablers driving the transformation of health care delivery toward a new model of connected health (CH) care. The advances in wearable technologies in the last decade are evidenced in a plethora of original articles,...

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Autores principales: Loncar-Turukalo, Tatjana, Zdravevski, Eftim, Machado da Silva, José, Chouvarda, Ioanna, Trajkovik, Vladimir
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6818529/
https://www.ncbi.nlm.nih.gov/pubmed/31489843
http://dx.doi.org/10.2196/14017
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author Loncar-Turukalo, Tatjana
Zdravevski, Eftim
Machado da Silva, José
Chouvarda, Ioanna
Trajkovik, Vladimir
author_facet Loncar-Turukalo, Tatjana
Zdravevski, Eftim
Machado da Silva, José
Chouvarda, Ioanna
Trajkovik, Vladimir
author_sort Loncar-Turukalo, Tatjana
collection PubMed
description BACKGROUND: Wearable sensing and information and communication technologies are key enablers driving the transformation of health care delivery toward a new model of connected health (CH) care. The advances in wearable technologies in the last decade are evidenced in a plethora of original articles, patent documentation, and focused systematic reviews. Although technological innovations continuously respond to emerging challenges and technology availability further supports the evolution of CH solutions, the widespread adoption of wearables remains hindered. OBJECTIVE: This study aimed to scope the scientific literature in the field of pervasive wearable health monitoring in the time interval from January 2010 to February 2019 with respect to four important pillars: technology, safety and security, prescriptive insight, and user-related concerns. The purpose of this study was multifold: identification of (1) trends and milestones that have driven research in wearable technology in the last decade, (2) concerns and barriers from technology and user perspective, and (3) trends in the research literature addressing these issues. METHODS: This study followed the scoping review methodology to identify and process the available literature. As the scope surpasses the possibilities of manual search, we relied on the natural language processing tool kit to ensure an efficient and exhaustive search of the literature corpus in three large digital libraries: Institute of Electrical and Electronics Engineers, PubMed, and Springer. The search was based on the keywords and properties to be found in articles using the search engines of the digital libraries. RESULTS: The annual number of publications in all segments of research on wearable technology shows an increasing trend from 2010 to February 2019. The technology-related topics dominated in the number of contributions, followed by research on information delivery, safety, and security, whereas user-related concerns were the topic least addressed. The literature corpus evidences milestones in sensor technology (miniaturization and placement), communication architectures and fifth generation (5G) cellular network technology, data analytics, and evolution of cloud and edge computing architectures. The research lag in battery technology makes energy efficiency a relevant consideration in the design of both sensors and network architectures with computational offloading. The most addressed user-related concerns were (technology) acceptance and privacy, whereas research gaps indicate that more efforts should be invested into formalizing clear use cases with timely and valuable feedback and prescriptive recommendations. CONCLUSIONS: This study confirms that applications of wearable technology in the CH domain are becoming mature and established as a scientific domain. The current research should bring progress to sustainable delivery of valuable recommendations, enforcement of privacy by design, energy-efficient pervasive sensing, seamless monitoring, and low-latency 5G communications. To complement technology achievements, future work involving all stakeholders providing research evidence on improved care pathways and cost-effectiveness of the CH model is needed.
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spelling pubmed-68185292019-12-12 Literature on Wearable Technology for Connected Health: Scoping Review of Research Trends, Advances, and Barriers Loncar-Turukalo, Tatjana Zdravevski, Eftim Machado da Silva, José Chouvarda, Ioanna Trajkovik, Vladimir J Med Internet Res Original Paper BACKGROUND: Wearable sensing and information and communication technologies are key enablers driving the transformation of health care delivery toward a new model of connected health (CH) care. The advances in wearable technologies in the last decade are evidenced in a plethora of original articles, patent documentation, and focused systematic reviews. Although technological innovations continuously respond to emerging challenges and technology availability further supports the evolution of CH solutions, the widespread adoption of wearables remains hindered. OBJECTIVE: This study aimed to scope the scientific literature in the field of pervasive wearable health monitoring in the time interval from January 2010 to February 2019 with respect to four important pillars: technology, safety and security, prescriptive insight, and user-related concerns. The purpose of this study was multifold: identification of (1) trends and milestones that have driven research in wearable technology in the last decade, (2) concerns and barriers from technology and user perspective, and (3) trends in the research literature addressing these issues. METHODS: This study followed the scoping review methodology to identify and process the available literature. As the scope surpasses the possibilities of manual search, we relied on the natural language processing tool kit to ensure an efficient and exhaustive search of the literature corpus in three large digital libraries: Institute of Electrical and Electronics Engineers, PubMed, and Springer. The search was based on the keywords and properties to be found in articles using the search engines of the digital libraries. RESULTS: The annual number of publications in all segments of research on wearable technology shows an increasing trend from 2010 to February 2019. The technology-related topics dominated in the number of contributions, followed by research on information delivery, safety, and security, whereas user-related concerns were the topic least addressed. The literature corpus evidences milestones in sensor technology (miniaturization and placement), communication architectures and fifth generation (5G) cellular network technology, data analytics, and evolution of cloud and edge computing architectures. The research lag in battery technology makes energy efficiency a relevant consideration in the design of both sensors and network architectures with computational offloading. The most addressed user-related concerns were (technology) acceptance and privacy, whereas research gaps indicate that more efforts should be invested into formalizing clear use cases with timely and valuable feedback and prescriptive recommendations. CONCLUSIONS: This study confirms that applications of wearable technology in the CH domain are becoming mature and established as a scientific domain. The current research should bring progress to sustainable delivery of valuable recommendations, enforcement of privacy by design, energy-efficient pervasive sensing, seamless monitoring, and low-latency 5G communications. To complement technology achievements, future work involving all stakeholders providing research evidence on improved care pathways and cost-effectiveness of the CH model is needed. JMIR Publications 2019-09-05 /pmc/articles/PMC6818529/ /pubmed/31489843 http://dx.doi.org/10.2196/14017 Text en ©Tatjana Loncar-Turukalo, Eftim Zdravevski, José Machado da Silva, Ioanna Chouvarda, Vladimir Trajkovik. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 05.09.2019. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on http://www.jmir.org/, as well as this copyright and license information must be included.
spellingShingle Original Paper
Loncar-Turukalo, Tatjana
Zdravevski, Eftim
Machado da Silva, José
Chouvarda, Ioanna
Trajkovik, Vladimir
Literature on Wearable Technology for Connected Health: Scoping Review of Research Trends, Advances, and Barriers
title Literature on Wearable Technology for Connected Health: Scoping Review of Research Trends, Advances, and Barriers
title_full Literature on Wearable Technology for Connected Health: Scoping Review of Research Trends, Advances, and Barriers
title_fullStr Literature on Wearable Technology for Connected Health: Scoping Review of Research Trends, Advances, and Barriers
title_full_unstemmed Literature on Wearable Technology for Connected Health: Scoping Review of Research Trends, Advances, and Barriers
title_short Literature on Wearable Technology for Connected Health: Scoping Review of Research Trends, Advances, and Barriers
title_sort literature on wearable technology for connected health: scoping review of research trends, advances, and barriers
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6818529/
https://www.ncbi.nlm.nih.gov/pubmed/31489843
http://dx.doi.org/10.2196/14017
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