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Using the analytic hierarchy process to assess the severity of psychopathological states
INTRODUCTION: Currently, there are known problems of assessing the severity of psychopathological states based on psychometric (rank) scales [1]. The main problem: ranks are non-numeric information that does not allow the simplest mathematical operations (summation, average) [2] and, as a result, th...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cambridge University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9568139/ http://dx.doi.org/10.1192/j.eurpsy.2022.1951 |
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author | Mitikhin, V. Solokhina, T. Tiumenkova, G. Kuzminova, M. |
author_facet | Mitikhin, V. Solokhina, T. Tiumenkova, G. Kuzminova, M. |
author_sort | Mitikhin, V. |
collection | PubMed |
description | INTRODUCTION: Currently, there are known problems of assessing the severity of psychopathological states based on psychometric (rank) scales [1]. The main problem: ranks are non-numeric information that does not allow the simplest mathematical operations (summation, average) [2] and, as a result, the impossibility of constructing correct models for evaluating states OBJECTIVES: Development of algorithms for processing initial rank information about the severity of psychopathological states in order to obtain results in numerical form based on the Analytic Hierarchy Process (AHP) [2] METHODS: Clinical, statistical, algorithms of the AHP. RESULTS: The problems of assessing the patient’s states are multicriteria. They are solved within the framework of AHP by constructing numerical intensity scales when measuring the dimensions of disorders. This means a correct transition from the rank scale to the scale of relations, in which the estimates are numbers that allow any mathematical operations. The implementation of AHP procedures is based on the application of the AHP normative approach [2], which uses expert comparisons of ratings of the rank scale. CONCLUSIONS: The fundamental difference between the results based on AHP and rank results is due to the fact that numerical estimates of the severity of states are obtained, which can be used for any mathematical processing and the construction of correct models of communication and prediction of the state of patients from many factors, taking into account their weight. References: 1. Zimmerman M., Morgan T.A., Stanton K. World Psychiatry. 2018;17: 258–275. 2. Mitikhin, V.G., Solokhina, T.A. S.S. Korsakov Journal of Neurology and Psychiatry. 2019; 119(2): 49-54. DISCLOSURE: No significant relationships. |
format | Online Article Text |
id | pubmed-9568139 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Cambridge University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-95681392022-10-17 Using the analytic hierarchy process to assess the severity of psychopathological states Mitikhin, V. Solokhina, T. Tiumenkova, G. Kuzminova, M. Eur Psychiatry Abstract INTRODUCTION: Currently, there are known problems of assessing the severity of psychopathological states based on psychometric (rank) scales [1]. The main problem: ranks are non-numeric information that does not allow the simplest mathematical operations (summation, average) [2] and, as a result, the impossibility of constructing correct models for evaluating states OBJECTIVES: Development of algorithms for processing initial rank information about the severity of psychopathological states in order to obtain results in numerical form based on the Analytic Hierarchy Process (AHP) [2] METHODS: Clinical, statistical, algorithms of the AHP. RESULTS: The problems of assessing the patient’s states are multicriteria. They are solved within the framework of AHP by constructing numerical intensity scales when measuring the dimensions of disorders. This means a correct transition from the rank scale to the scale of relations, in which the estimates are numbers that allow any mathematical operations. The implementation of AHP procedures is based on the application of the AHP normative approach [2], which uses expert comparisons of ratings of the rank scale. CONCLUSIONS: The fundamental difference between the results based on AHP and rank results is due to the fact that numerical estimates of the severity of states are obtained, which can be used for any mathematical processing and the construction of correct models of communication and prediction of the state of patients from many factors, taking into account their weight. References: 1. Zimmerman M., Morgan T.A., Stanton K. World Psychiatry. 2018;17: 258–275. 2. Mitikhin, V.G., Solokhina, T.A. S.S. Korsakov Journal of Neurology and Psychiatry. 2019; 119(2): 49-54. DISCLOSURE: No significant relationships. Cambridge University Press 2022-09-01 /pmc/articles/PMC9568139/ http://dx.doi.org/10.1192/j.eurpsy.2022.1951 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Abstract Mitikhin, V. Solokhina, T. Tiumenkova, G. Kuzminova, M. Using the analytic hierarchy process to assess the severity of psychopathological states |
title | Using the analytic hierarchy process to assess the severity of psychopathological states |
title_full | Using the analytic hierarchy process to assess the severity of psychopathological states |
title_fullStr | Using the analytic hierarchy process to assess the severity of psychopathological states |
title_full_unstemmed | Using the analytic hierarchy process to assess the severity of psychopathological states |
title_short | Using the analytic hierarchy process to assess the severity of psychopathological states |
title_sort | using the analytic hierarchy process to assess the severity of psychopathological states |
topic | Abstract |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9568139/ http://dx.doi.org/10.1192/j.eurpsy.2022.1951 |
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