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Health Monitoring Using Smart Home Technologies: Scoping Review

BACKGROUND: The Internet of Things (IoT) has become integrated into everyday life, with devices becoming permanent fixtures in many homes. As countries face increasing pressure on their health care systems, smart home technologies have the potential to support population health through continuous be...

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Detalles Bibliográficos
Autores principales: Morita, Plinio P, Sahu, Kirti Sundar, Oetomo, Arlene
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10141305/
https://www.ncbi.nlm.nih.gov/pubmed/37052984
http://dx.doi.org/10.2196/37347
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author Morita, Plinio P
Sahu, Kirti Sundar
Oetomo, Arlene
author_facet Morita, Plinio P
Sahu, Kirti Sundar
Oetomo, Arlene
author_sort Morita, Plinio P
collection PubMed
description BACKGROUND: The Internet of Things (IoT) has become integrated into everyday life, with devices becoming permanent fixtures in many homes. As countries face increasing pressure on their health care systems, smart home technologies have the potential to support population health through continuous behavioral monitoring. OBJECTIVE: This scoping review aims to provide insight into this evolving field of research by surveying the current technologies and applications for in-home health monitoring. METHODS: Peer-reviewed papers from 2008 to 2021 related to smart home technologies for health care were extracted from 4 databases (PubMed, Scopus, ScienceDirect, and CINAHL); 49 papers met the inclusion criteria and were analyzed. RESULTS: Most of the studies were from Europe and North America. The largest proportion of the studies were proof of concept or pilot studies. Approximately 78% (38/49) of the studies used real human participants, most of whom were older females. Demographic data were often missing. Nearly 60% (29/49) of the studies reported on the health status of the participants. Results were primarily reported in engineering and technology journals. Almost 62% (30/49) of the studies used passive infrared sensors to report on motion detection where data were primarily binary. There were numerous data analysis, management, and machine learning techniques employed. The primary challenges reported by authors were differentiating between multiple participants in a single space, technology interoperability, and data security and privacy. CONCLUSIONS: This scoping review synthesizes the current state of research on smart home technologies for health care. We were able to identify multiple trends and knowledge gaps—in particular, the lack of collaboration across disciplines. Technological development dominates over the human-centric part of the equation. During the preparation of this scoping review, we noted that the health care research papers lacked a concrete definition of a smart home, and based on the available evidence and the identified gaps, we propose a new definition for a smart home for health care. Smart home technology is growing rapidly, and interdisciplinary approaches will be needed to ensure integration into the health sector.
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spelling pubmed-101413052023-04-29 Health Monitoring Using Smart Home Technologies: Scoping Review Morita, Plinio P Sahu, Kirti Sundar Oetomo, Arlene JMIR Mhealth Uhealth Review BACKGROUND: The Internet of Things (IoT) has become integrated into everyday life, with devices becoming permanent fixtures in many homes. As countries face increasing pressure on their health care systems, smart home technologies have the potential to support population health through continuous behavioral monitoring. OBJECTIVE: This scoping review aims to provide insight into this evolving field of research by surveying the current technologies and applications for in-home health monitoring. METHODS: Peer-reviewed papers from 2008 to 2021 related to smart home technologies for health care were extracted from 4 databases (PubMed, Scopus, ScienceDirect, and CINAHL); 49 papers met the inclusion criteria and were analyzed. RESULTS: Most of the studies were from Europe and North America. The largest proportion of the studies were proof of concept or pilot studies. Approximately 78% (38/49) of the studies used real human participants, most of whom were older females. Demographic data were often missing. Nearly 60% (29/49) of the studies reported on the health status of the participants. Results were primarily reported in engineering and technology journals. Almost 62% (30/49) of the studies used passive infrared sensors to report on motion detection where data were primarily binary. There were numerous data analysis, management, and machine learning techniques employed. The primary challenges reported by authors were differentiating between multiple participants in a single space, technology interoperability, and data security and privacy. CONCLUSIONS: This scoping review synthesizes the current state of research on smart home technologies for health care. We were able to identify multiple trends and knowledge gaps—in particular, the lack of collaboration across disciplines. Technological development dominates over the human-centric part of the equation. During the preparation of this scoping review, we noted that the health care research papers lacked a concrete definition of a smart home, and based on the available evidence and the identified gaps, we propose a new definition for a smart home for health care. Smart home technology is growing rapidly, and interdisciplinary approaches will be needed to ensure integration into the health sector. JMIR Publications 2023-04-13 /pmc/articles/PMC10141305/ /pubmed/37052984 http://dx.doi.org/10.2196/37347 Text en ©Plinio P Morita, Kirti Sundar Sahu, Arlene Oetomo. Originally published in JMIR mHealth and uHealth (https://mhealth.jmir.org), 13.04.2023. 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 JMIR mHealth and uHealth, is properly cited. The complete bibliographic information, a link to the original publication on https://mhealth.jmir.org/, as well as this copyright and license information must be included.
spellingShingle Review
Morita, Plinio P
Sahu, Kirti Sundar
Oetomo, Arlene
Health Monitoring Using Smart Home Technologies: Scoping Review
title Health Monitoring Using Smart Home Technologies: Scoping Review
title_full Health Monitoring Using Smart Home Technologies: Scoping Review
title_fullStr Health Monitoring Using Smart Home Technologies: Scoping Review
title_full_unstemmed Health Monitoring Using Smart Home Technologies: Scoping Review
title_short Health Monitoring Using Smart Home Technologies: Scoping Review
title_sort health monitoring using smart home technologies: scoping review
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10141305/
https://www.ncbi.nlm.nih.gov/pubmed/37052984
http://dx.doi.org/10.2196/37347
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