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National IoMT platform strategy portfolio decision model under the COVID-19 environment: based on the financial and non-financial value view
The Internet of Medical Things (IoMT) is an emerging technology in the healthcare revolution which provides real-time healthcare information communication and reasonable medical resource allocation. The COVID-19 pandemic has had a significant effect on people’s lives and has affected healthcare capa...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9568921/ https://www.ncbi.nlm.nih.gov/pubmed/36267801 http://dx.doi.org/10.1007/s10479-022-05016-4 |
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author | Yang, Chih-Hao Liu, Yen-Yu Chiang, Chia-Hsin Su, Ya-Wen |
author_facet | Yang, Chih-Hao Liu, Yen-Yu Chiang, Chia-Hsin Su, Ya-Wen |
author_sort | Yang, Chih-Hao |
collection | PubMed |
description | The Internet of Medical Things (IoMT) is an emerging technology in the healthcare revolution which provides real-time healthcare information communication and reasonable medical resource allocation. The COVID-19 pandemic has had a significant effect on people’s lives and has affected healthcare capacities. It is important for integrated IoMT platform development to overcome the global pandemic challenges. This study proposed the national IoMT platform strategy portfolio decision-making model from the non-financial (technology, organization, environment) and financial perspectives. As a solution to the decision problem, initially, the decision-making trial and evaluation laboratory (DEMATEL) technology were employed to capture the cause-effect relationship based on the perspectives and criteria obtained from the insight of an expert team. The analytic network process (ANP) and pairwise comparisons were then used to determine the weights for the strategy. Simultaneously, this study incorporated IoMT platform resource limitations into the zero–one goal programming (ZOGP) method to obtain an optimal portfolio selection for IoMT platform strategy planning. The results showed that the integrated MCDM method produced reasonable results for selecting the most appropriate IoMT platform strategy portfolio when considering resource constraints such as system installation costs, consultant fees, infrastructure costs, reduction of medical staff demand, and improvement rates for diagnosis efficiency. The decision-making model of the IoMT platform in this study was conclusive and significantly compelling to aid government decision makers in concentrating their efforts on planning IoMT strategies in response to various pandemic and medical resource allocations. |
format | Online Article Text |
id | pubmed-9568921 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-95689212022-10-16 National IoMT platform strategy portfolio decision model under the COVID-19 environment: based on the financial and non-financial value view Yang, Chih-Hao Liu, Yen-Yu Chiang, Chia-Hsin Su, Ya-Wen Ann Oper Res Original Research The Internet of Medical Things (IoMT) is an emerging technology in the healthcare revolution which provides real-time healthcare information communication and reasonable medical resource allocation. The COVID-19 pandemic has had a significant effect on people’s lives and has affected healthcare capacities. It is important for integrated IoMT platform development to overcome the global pandemic challenges. This study proposed the national IoMT platform strategy portfolio decision-making model from the non-financial (technology, organization, environment) and financial perspectives. As a solution to the decision problem, initially, the decision-making trial and evaluation laboratory (DEMATEL) technology were employed to capture the cause-effect relationship based on the perspectives and criteria obtained from the insight of an expert team. The analytic network process (ANP) and pairwise comparisons were then used to determine the weights for the strategy. Simultaneously, this study incorporated IoMT platform resource limitations into the zero–one goal programming (ZOGP) method to obtain an optimal portfolio selection for IoMT platform strategy planning. The results showed that the integrated MCDM method produced reasonable results for selecting the most appropriate IoMT platform strategy portfolio when considering resource constraints such as system installation costs, consultant fees, infrastructure costs, reduction of medical staff demand, and improvement rates for diagnosis efficiency. The decision-making model of the IoMT platform in this study was conclusive and significantly compelling to aid government decision makers in concentrating their efforts on planning IoMT strategies in response to various pandemic and medical resource allocations. Springer US 2022-10-15 /pmc/articles/PMC9568921/ /pubmed/36267801 http://dx.doi.org/10.1007/s10479-022-05016-4 Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022, Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Research Yang, Chih-Hao Liu, Yen-Yu Chiang, Chia-Hsin Su, Ya-Wen National IoMT platform strategy portfolio decision model under the COVID-19 environment: based on the financial and non-financial value view |
title | National IoMT platform strategy portfolio decision model under the COVID-19 environment: based on the financial and non-financial value view |
title_full | National IoMT platform strategy portfolio decision model under the COVID-19 environment: based on the financial and non-financial value view |
title_fullStr | National IoMT platform strategy portfolio decision model under the COVID-19 environment: based on the financial and non-financial value view |
title_full_unstemmed | National IoMT platform strategy portfolio decision model under the COVID-19 environment: based on the financial and non-financial value view |
title_short | National IoMT platform strategy portfolio decision model under the COVID-19 environment: based on the financial and non-financial value view |
title_sort | national iomt platform strategy portfolio decision model under the covid-19 environment: based on the financial and non-financial value view |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9568921/ https://www.ncbi.nlm.nih.gov/pubmed/36267801 http://dx.doi.org/10.1007/s10479-022-05016-4 |
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