Health Monitoring Using Smart Home Technologies: Scoping Review
BackgroundThe 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...
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| Format: | Article |
| Language: | English |
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JMIR Publications
2023-04-01
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| Series: | JMIR mHealth and uHealth |
| Online Access: | https://mhealth.jmir.org/2023/1/e37347 |
| _version_ | 1797734153329836032 |
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| author | Plinio P Morita Kirti Sundar Sahu Arlene Oetomo |
| author_facet | Plinio P Morita Kirti Sundar Sahu Arlene Oetomo |
| author_sort | Plinio P Morita |
| collection | DOAJ |
| description |
BackgroundThe 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.
ObjectiveThis scoping review aims to provide insight into this evolving field of research by surveying the current technologies and applications for in-home health monitoring.
MethodsPeer-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.
ResultsMost 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.
ConclusionsThis 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. |
| first_indexed | 2024-03-12T12:40:10Z |
| format | Article |
| id | doaj.art-387bc49eaf1f4add9ee7b5720fb8d926 |
| institution | Directory Open Access Journal |
| issn | 2291-5222 |
| language | English |
| last_indexed | 2024-03-12T12:40:10Z |
| publishDate | 2023-04-01 |
| publisher | JMIR Publications |
| record_format | Article |
| series | JMIR mHealth and uHealth |
| spelling | doaj.art-387bc49eaf1f4add9ee7b5720fb8d9262023-08-28T23:53:04ZengJMIR PublicationsJMIR mHealth and uHealth2291-52222023-04-0111e3734710.2196/37347Health Monitoring Using Smart Home Technologies: Scoping ReviewPlinio P Moritahttps://orcid.org/0000-0001-9515-6478Kirti Sundar Sahuhttps://orcid.org/0000-0001-7499-6718Arlene Oetomohttps://orcid.org/0000-0002-6348-7325 BackgroundThe 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. ObjectiveThis scoping review aims to provide insight into this evolving field of research by surveying the current technologies and applications for in-home health monitoring. MethodsPeer-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. ResultsMost 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. ConclusionsThis 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.https://mhealth.jmir.org/2023/1/e37347 |
| spellingShingle | Plinio P Morita Kirti Sundar Sahu Arlene Oetomo Health Monitoring Using Smart Home Technologies: Scoping Review JMIR mHealth and uHealth |
| 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 |
| url | https://mhealth.jmir.org/2023/1/e37347 |
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