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A multicriteria decision making approach applied to improving maintenance policies in healthcare organizations

BACKGROUND: Healthcare organizations have far greater maintenance needs for their medical equipment than other organization, as many are used directly with patients. However, the literature on asset management in healthcare organizations is very limited. The aim of this research is to provide more r...

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Autores principales: Carnero, María Carmen, Gómez, Andrés
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4841972/
https://www.ncbi.nlm.nih.gov/pubmed/27108234
http://dx.doi.org/10.1186/s12911-016-0282-7
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author Carnero, María Carmen
Gómez, Andrés
author_facet Carnero, María Carmen
Gómez, Andrés
author_sort Carnero, María Carmen
collection PubMed
description BACKGROUND: Healthcare organizations have far greater maintenance needs for their medical equipment than other organization, as many are used directly with patients. However, the literature on asset management in healthcare organizations is very limited. The aim of this research is to provide more rational application of maintenance policies, leading to an increase in quality of care. METHODS: This article describes a multicriteria decision-making approach which integrates Markov chains with the multicriteria Measuring Attractiveness by a Categorical Based Evaluation Technique (MACBETH), to facilitate the best choice of combination of maintenance policies by using the judgements of a multi-disciplinary decision group. The proposed approach takes into account the level of acceptance that a given alternative would have among professionals. It also takes into account criteria related to cost, quality of care and impact of care cover. RESULTS: This multicriteria approach is applied to four dialysis subsystems: patients infected with hepatitis C, infected with hepatitis B, acute and chronic; in all cases, the maintenance strategy obtained consists of applying corrective and preventive maintenance plus two reserve machines. CONCLUSIONS: The added value in decision-making practices from this research comes from: (i) integrating the use of Markov chains to obtain the alternatives to be assessed by a multicriteria methodology; (ii) proposing the use of MACBETH to make rational decisions on asset management in healthcare organizations; (iii) applying the multicriteria approach to select a set or combination of maintenance policies in four dialysis subsystems of a health care organization. In the multicriteria decision making approach proposed, economic criteria have been used, related to the quality of care which is desired for patients (availability), and the acceptance that each alternative would have considering the maintenance and healthcare resources which exist in the organization, with the inclusion of a decision-making group. This approach is better suited to actual health care organization practice and depending on the subsystem analysed, improvements are introduced that are not included in normal maintenance policies; in this way, not only have different maintenance policies been suggested, but also alternatives that, in each case and according to viability, provide a more complete decision tool for the maintenance manager.
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spelling pubmed-48419722016-04-24 A multicriteria decision making approach applied to improving maintenance policies in healthcare organizations Carnero, María Carmen Gómez, Andrés BMC Med Inform Decis Mak Research Article BACKGROUND: Healthcare organizations have far greater maintenance needs for their medical equipment than other organization, as many are used directly with patients. However, the literature on asset management in healthcare organizations is very limited. The aim of this research is to provide more rational application of maintenance policies, leading to an increase in quality of care. METHODS: This article describes a multicriteria decision-making approach which integrates Markov chains with the multicriteria Measuring Attractiveness by a Categorical Based Evaluation Technique (MACBETH), to facilitate the best choice of combination of maintenance policies by using the judgements of a multi-disciplinary decision group. The proposed approach takes into account the level of acceptance that a given alternative would have among professionals. It also takes into account criteria related to cost, quality of care and impact of care cover. RESULTS: This multicriteria approach is applied to four dialysis subsystems: patients infected with hepatitis C, infected with hepatitis B, acute and chronic; in all cases, the maintenance strategy obtained consists of applying corrective and preventive maintenance plus two reserve machines. CONCLUSIONS: The added value in decision-making practices from this research comes from: (i) integrating the use of Markov chains to obtain the alternatives to be assessed by a multicriteria methodology; (ii) proposing the use of MACBETH to make rational decisions on asset management in healthcare organizations; (iii) applying the multicriteria approach to select a set or combination of maintenance policies in four dialysis subsystems of a health care organization. In the multicriteria decision making approach proposed, economic criteria have been used, related to the quality of care which is desired for patients (availability), and the acceptance that each alternative would have considering the maintenance and healthcare resources which exist in the organization, with the inclusion of a decision-making group. This approach is better suited to actual health care organization practice and depending on the subsystem analysed, improvements are introduced that are not included in normal maintenance policies; in this way, not only have different maintenance policies been suggested, but also alternatives that, in each case and according to viability, provide a more complete decision tool for the maintenance manager. BioMed Central 2016-04-23 /pmc/articles/PMC4841972/ /pubmed/27108234 http://dx.doi.org/10.1186/s12911-016-0282-7 Text en © Carnero and Gómez. 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Carnero, María Carmen
Gómez, Andrés
A multicriteria decision making approach applied to improving maintenance policies in healthcare organizations
title A multicriteria decision making approach applied to improving maintenance policies in healthcare organizations
title_full A multicriteria decision making approach applied to improving maintenance policies in healthcare organizations
title_fullStr A multicriteria decision making approach applied to improving maintenance policies in healthcare organizations
title_full_unstemmed A multicriteria decision making approach applied to improving maintenance policies in healthcare organizations
title_short A multicriteria decision making approach applied to improving maintenance policies in healthcare organizations
title_sort multicriteria decision making approach applied to improving maintenance policies in healthcare organizations
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4841972/
https://www.ncbi.nlm.nih.gov/pubmed/27108234
http://dx.doi.org/10.1186/s12911-016-0282-7
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