The human development index with multiple data envelopment analysis approaches : a comparative evaluation using social network analysis.

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dc.contributor.authorMariano, Enzo Barberio
dc.contributor.authorFerraz, Diogo
dc.contributor.authorGobbo, Simone Cristina de Oliveira
dc.date.accessioned2022-06-13T20:24:23Z
dc.date.available2022-06-13T20:24:23Z
dc.date.issued2021pt_BR
dc.description.abstractThe objective of this work is to use multiple Data Envelopment Analysis (DEA)/Beneft of the Doubt (BoD) approaches for the readjustment and exploitation of the Human Develop- ment Index (HDI). The HDI is the leading indicator for the vision of “development as free- dom”; it is a Composite Index, wherein three dimensions (income, health, and education), represented by four indicators, are aggregated. The DEA-BoD approaches used in this work were: the traditional BoD; the Multiplicative BoD; the Slacks Based Measure (SBM) BoD; the Range Adjusted Model (RAM) BoD; weight restrictions; common weights; and tiebreaker methods. These approaches were applied to raw and normalized HDI data from 2018, to generate 40 diferent rankings for 189 countries. The resulting indexes were ana- lyzed and compared using Social Network Analysis (SNA) and information derived from DEA itself (slacks, relative contributions, targets, relative targets and benchmarks). This paper presents useful DEA derived indexes that could be replicated in other contexts. In addition, it contributes by presenting a clearer picture of the diferences between BoD models and ofering a new way to appreciate the world’s human development panorama.pt_BR
dc.identifier.citationMARIANO, E. B.; FERRAZ, D.; GOBBO, S. C. de O. The human development index with multiple data envelopment analysis approaches: a comparative evaluation using social network analysis. Social Indicators Research, p. 443-500, 2021. Disponível em: <https://link.springer.com/article/10.1007/s11205-021-02660-4>. Acesso em: 24 maio 2022.pt_BR
dc.identifier.doihttps://doi.org/10.1007/s11205-021-02660-4pt_BR
dc.identifier.issn1573-0921
dc.identifier.urihttp://www.repositorio.ufop.br/jspui/handle/123456789/14972
dc.language.isoen_USpt_BR
dc.rightsabertopt_BR
dc.rights.licenseThis 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. Fonte: o PDF do artigo.pt_BR
dc.subjectBeneft of the doubt - BoDpt_BR
dc.subjectComposite index - CIpt_BR
dc.titleThe human development index with multiple data envelopment analysis approaches : a comparative evaluation using social network analysis.pt_BR
dc.typeArtigo publicado em periodicopt_BR
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