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Exploring the Potential Use of Wearable Devices as a Prognostic Tool among Patients in Hospice Care

Background: Smartphones and wearable devices have become a part and parcel of the healthcare industry. The use of wearable technology has already proved its potentials in improving healthcare research, clinical work, and patient care. The real time data allows the care providers to monitor the patie...

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Autores principales: Huang, Yaoru, Kabir, Muhammad Ashad, Upadhyay, Umashankar, Dhar, Eshita, Uddin, Mohy, Syed-Abdul, Shabbir
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9783865/
https://www.ncbi.nlm.nih.gov/pubmed/36557026
http://dx.doi.org/10.3390/medicina58121824
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author Huang, Yaoru
Kabir, Muhammad Ashad
Upadhyay, Umashankar
Dhar, Eshita
Uddin, Mohy
Syed-Abdul, Shabbir
author_facet Huang, Yaoru
Kabir, Muhammad Ashad
Upadhyay, Umashankar
Dhar, Eshita
Uddin, Mohy
Syed-Abdul, Shabbir
author_sort Huang, Yaoru
collection PubMed
description Background: Smartphones and wearable devices have become a part and parcel of the healthcare industry. The use of wearable technology has already proved its potentials in improving healthcare research, clinical work, and patient care. The real time data allows the care providers to monitor the patients’ symptoms remotely, prioritize the patients’ visits, assist in decision-making, and carry out advanced care planning. Objectives: The primary objective of our study was to investigate the potential use of wearable devices as a prognosis tool among patients in hospice care and palliative care, and the secondary objective was to examine the association between wearable devices and clinical data in the context of patient outcomes, such as discharge and deceased at various time intervals. Methods: We employed a prospective observational research approach to continuously monitor the hand movements of the selected 68 patients between December 2019 and June 2022 via an actigraphy device at hospice or palliative care ward of Taipei Medical University Hospital (TMUH) in Taiwan. Results: The results revealed that the patients with higher scores in the Karnofsky Performance Status (KPS), and Palliative Performance Scale (PPS) tended to live at discharge, while Palliative Prognostic Score (PaP) and Palliative prognostic Index (PPI) also shared the similar trend. In addition, the results also confirmed that all these evaluating tools only suggested rough rather than accurate and definite prediction. The outcomes (May be Discharge (MBD) or expired) were positively correlated with accumulated angle and spin values, i.e., the patients who survived had higher angle and spin values as compared to those who died/expired. Conclusion: The outcomes had higher correlation with angle value compared to spin and ACT. The correlation value increased within the first 48 h and then began to decline. We recommend rigorous prospective observational studies/randomized control trials with many participants for the investigations in the future.
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spelling pubmed-97838652022-12-24 Exploring the Potential Use of Wearable Devices as a Prognostic Tool among Patients in Hospice Care Huang, Yaoru Kabir, Muhammad Ashad Upadhyay, Umashankar Dhar, Eshita Uddin, Mohy Syed-Abdul, Shabbir Medicina (Kaunas) Article Background: Smartphones and wearable devices have become a part and parcel of the healthcare industry. The use of wearable technology has already proved its potentials in improving healthcare research, clinical work, and patient care. The real time data allows the care providers to monitor the patients’ symptoms remotely, prioritize the patients’ visits, assist in decision-making, and carry out advanced care planning. Objectives: The primary objective of our study was to investigate the potential use of wearable devices as a prognosis tool among patients in hospice care and palliative care, and the secondary objective was to examine the association between wearable devices and clinical data in the context of patient outcomes, such as discharge and deceased at various time intervals. Methods: We employed a prospective observational research approach to continuously monitor the hand movements of the selected 68 patients between December 2019 and June 2022 via an actigraphy device at hospice or palliative care ward of Taipei Medical University Hospital (TMUH) in Taiwan. Results: The results revealed that the patients with higher scores in the Karnofsky Performance Status (KPS), and Palliative Performance Scale (PPS) tended to live at discharge, while Palliative Prognostic Score (PaP) and Palliative prognostic Index (PPI) also shared the similar trend. In addition, the results also confirmed that all these evaluating tools only suggested rough rather than accurate and definite prediction. The outcomes (May be Discharge (MBD) or expired) were positively correlated with accumulated angle and spin values, i.e., the patients who survived had higher angle and spin values as compared to those who died/expired. Conclusion: The outcomes had higher correlation with angle value compared to spin and ACT. The correlation value increased within the first 48 h and then began to decline. We recommend rigorous prospective observational studies/randomized control trials with many participants for the investigations in the future. MDPI 2022-12-12 /pmc/articles/PMC9783865/ /pubmed/36557026 http://dx.doi.org/10.3390/medicina58121824 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Huang, Yaoru
Kabir, Muhammad Ashad
Upadhyay, Umashankar
Dhar, Eshita
Uddin, Mohy
Syed-Abdul, Shabbir
Exploring the Potential Use of Wearable Devices as a Prognostic Tool among Patients in Hospice Care
title Exploring the Potential Use of Wearable Devices as a Prognostic Tool among Patients in Hospice Care
title_full Exploring the Potential Use of Wearable Devices as a Prognostic Tool among Patients in Hospice Care
title_fullStr Exploring the Potential Use of Wearable Devices as a Prognostic Tool among Patients in Hospice Care
title_full_unstemmed Exploring the Potential Use of Wearable Devices as a Prognostic Tool among Patients in Hospice Care
title_short Exploring the Potential Use of Wearable Devices as a Prognostic Tool among Patients in Hospice Care
title_sort exploring the potential use of wearable devices as a prognostic tool among patients in hospice care
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9783865/
https://www.ncbi.nlm.nih.gov/pubmed/36557026
http://dx.doi.org/10.3390/medicina58121824
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