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MCDA Index Tool: an interactive software to develop indices and rankings

A web-based software, called MCDA Index Tool (https://www.mcdaindex.net/), is presented in this paper. It allows developing indices and ranking alternatives, based on multiple combinations of normalization methods and aggregation functions. Given the steadily increasing importance of accounting for...

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Autores principales: Cinelli, Marco, Spada, Matteo, Kim, Wansub, Zhang, Yiwen, Burgherr, Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7365520/
https://www.ncbi.nlm.nih.gov/pubmed/32837823
http://dx.doi.org/10.1007/s10669-020-09784-x
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author Cinelli, Marco
Spada, Matteo
Kim, Wansub
Zhang, Yiwen
Burgherr, Peter
author_facet Cinelli, Marco
Spada, Matteo
Kim, Wansub
Zhang, Yiwen
Burgherr, Peter
author_sort Cinelli, Marco
collection PubMed
description A web-based software, called MCDA Index Tool (https://www.mcdaindex.net/), is presented in this paper. It allows developing indices and ranking alternatives, based on multiple combinations of normalization methods and aggregation functions. Given the steadily increasing importance of accounting for multiple preferences of the decision-makers and assessing the robustness of the decision recommendations, this tool is a timely instrument that can be used primarily by non-multiple criteria decision analysis (MCDA) experts to dynamically shape and evaluate their indices. The MCDA Index Tool allows the user to (i) input a dataset directly from spreadsheets with alternatives and indicators performance, (ii) build multiple indices by choosing several normalization methods and aggregation functions, and (iii) visualize and compare the indices’ scores and rankings to assess the robustness of the results. A novel perspective on uncertainty and sensitivity analysis of preference models offers operational solutions to assess the influence of different strategies to develop indices and visualize their results. A case study for the assessment of the energy security and sustainability implications of different global energy scenarios is used to illustrate the application of the MCDA Index Tool. Analysts have now access to an index development tool that supports constructive and dynamic evaluation of the stability of rankings driven by a single score while including multiple decision-makers’ and stakeholders’ preferences. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s10669-020-09784-x) contains supplementary material, which is available to authorized users.
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spelling pubmed-73655202020-07-17 MCDA Index Tool: an interactive software to develop indices and rankings Cinelli, Marco Spada, Matteo Kim, Wansub Zhang, Yiwen Burgherr, Peter Environ Syst Decis Article A web-based software, called MCDA Index Tool (https://www.mcdaindex.net/), is presented in this paper. It allows developing indices and ranking alternatives, based on multiple combinations of normalization methods and aggregation functions. Given the steadily increasing importance of accounting for multiple preferences of the decision-makers and assessing the robustness of the decision recommendations, this tool is a timely instrument that can be used primarily by non-multiple criteria decision analysis (MCDA) experts to dynamically shape and evaluate their indices. The MCDA Index Tool allows the user to (i) input a dataset directly from spreadsheets with alternatives and indicators performance, (ii) build multiple indices by choosing several normalization methods and aggregation functions, and (iii) visualize and compare the indices’ scores and rankings to assess the robustness of the results. A novel perspective on uncertainty and sensitivity analysis of preference models offers operational solutions to assess the influence of different strategies to develop indices and visualize their results. A case study for the assessment of the energy security and sustainability implications of different global energy scenarios is used to illustrate the application of the MCDA Index Tool. Analysts have now access to an index development tool that supports constructive and dynamic evaluation of the stability of rankings driven by a single score while including multiple decision-makers’ and stakeholders’ preferences. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s10669-020-09784-x) contains supplementary material, which is available to authorized users. Springer US 2020-07-16 2021 /pmc/articles/PMC7365520/ /pubmed/32837823 http://dx.doi.org/10.1007/s10669-020-09784-x Text en © The Author(s) 2020 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Cinelli, Marco
Spada, Matteo
Kim, Wansub
Zhang, Yiwen
Burgherr, Peter
MCDA Index Tool: an interactive software to develop indices and rankings
title MCDA Index Tool: an interactive software to develop indices and rankings
title_full MCDA Index Tool: an interactive software to develop indices and rankings
title_fullStr MCDA Index Tool: an interactive software to develop indices and rankings
title_full_unstemmed MCDA Index Tool: an interactive software to develop indices and rankings
title_short MCDA Index Tool: an interactive software to develop indices and rankings
title_sort mcda index tool: an interactive software to develop indices and rankings
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7365520/
https://www.ncbi.nlm.nih.gov/pubmed/32837823
http://dx.doi.org/10.1007/s10669-020-09784-x
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