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Relations between economic development, violence and corruption: A nonparametric approach with DEA and data panel

This research analyses the connection between homicides, corruption, and economic development in Colombian government departments. This empirical research explores the trends of homicides, corruption, and economic development utilizing different estimation techniques: DEA and econometric analysis wi...

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Detalles Bibliográficos
Autores principales: Poveda, Alexander Cotte, Carvajal, Jorge Enrique Martínez, Pulido, Nicolas Ronderos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6475861/
https://www.ncbi.nlm.nih.gov/pubmed/31025010
http://dx.doi.org/10.1016/j.heliyon.2019.e01496
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author Poveda, Alexander Cotte
Carvajal, Jorge Enrique Martínez
Pulido, Nicolas Ronderos
author_facet Poveda, Alexander Cotte
Carvajal, Jorge Enrique Martínez
Pulido, Nicolas Ronderos
author_sort Poveda, Alexander Cotte
collection PubMed
description This research analyses the connection between homicides, corruption, and economic development in Colombian government departments. This empirical research explores the trends of homicides, corruption, and economic development utilizing different estimation techniques: DEA and econometric analysis with panel data. The DEA is applied to assess socioeconomic performance and interactions of homicides, corruption, and economic progress in Colombian, according to the rank and uncertainty of corruption and violence. Econometric models are Generalized Method of Moments (GMM) estimates to determine the incidence of some institutional and socioeconomic variables on the score range of uncertainty and risk generated by DEA in terms of the level of corruption and homicides. Estimates with DEA data envelopment analysis shows that the risk score associated with homicides and corruption has different tendencies, socioeconomic and political instability are causes that explain the behaviour of this variable over time. The results of the panel data estimation show that there are several hypotheses and theories that explain the effects of corruption and violence on the economic development of countries. This finding indicates the importance of developing effective policies that strengthen public administration, the judicial structure, and public social spending and thus rupture the cycles of corruption and homicides that prevent the creation of sustained economic growth and development.
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spelling pubmed-64758612019-04-25 Relations between economic development, violence and corruption: A nonparametric approach with DEA and data panel Poveda, Alexander Cotte Carvajal, Jorge Enrique Martínez Pulido, Nicolas Ronderos Heliyon Article This research analyses the connection between homicides, corruption, and economic development in Colombian government departments. This empirical research explores the trends of homicides, corruption, and economic development utilizing different estimation techniques: DEA and econometric analysis with panel data. The DEA is applied to assess socioeconomic performance and interactions of homicides, corruption, and economic progress in Colombian, according to the rank and uncertainty of corruption and violence. Econometric models are Generalized Method of Moments (GMM) estimates to determine the incidence of some institutional and socioeconomic variables on the score range of uncertainty and risk generated by DEA in terms of the level of corruption and homicides. Estimates with DEA data envelopment analysis shows that the risk score associated with homicides and corruption has different tendencies, socioeconomic and political instability are causes that explain the behaviour of this variable over time. The results of the panel data estimation show that there are several hypotheses and theories that explain the effects of corruption and violence on the economic development of countries. This finding indicates the importance of developing effective policies that strengthen public administration, the judicial structure, and public social spending and thus rupture the cycles of corruption and homicides that prevent the creation of sustained economic growth and development. Elsevier 2019-04-16 /pmc/articles/PMC6475861/ /pubmed/31025010 http://dx.doi.org/10.1016/j.heliyon.2019.e01496 Text en © 2019 The Author http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Poveda, Alexander Cotte
Carvajal, Jorge Enrique Martínez
Pulido, Nicolas Ronderos
Relations between economic development, violence and corruption: A nonparametric approach with DEA and data panel
title Relations between economic development, violence and corruption: A nonparametric approach with DEA and data panel
title_full Relations between economic development, violence and corruption: A nonparametric approach with DEA and data panel
title_fullStr Relations between economic development, violence and corruption: A nonparametric approach with DEA and data panel
title_full_unstemmed Relations between economic development, violence and corruption: A nonparametric approach with DEA and data panel
title_short Relations between economic development, violence and corruption: A nonparametric approach with DEA and data panel
title_sort relations between economic development, violence and corruption: a nonparametric approach with dea and data panel
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6475861/
https://www.ncbi.nlm.nih.gov/pubmed/31025010
http://dx.doi.org/10.1016/j.heliyon.2019.e01496
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