A Multiobjective Model for Analysis of the Relationships between Military Expenditures, Security, and Human Development in NATO Countries
The aim of this work is to design a multiobjective model to explain the behavior among military expenditures (MEs), the human development index, and the global peace index in countries belonging to the North Atlantic Treaty Organization (NATO) for the study period 2008–2016. In order to solve this p...
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doaj-61af2985a22549228cca5e8ae9f859c62020-12-25T00:01:02ZengMDPI AGMathematics2227-73902021-12-019232310.3390/math9010023A Multiobjective Model for Analysis of the Relationships between Military Expenditures, Security, and Human Development in NATO CountriesPatricio Vallejo-Rosero0M. Carmen García-Centeno1Laura Delgado-Antequera2Osvaldo Fosado3Rafael Caballero4Programa de Doctorado en Economía y Empresa, Universidad de Málaga, 29013 Málaga, SpainDepartamento de Matemática Aplicada y Estadística, Universidad CEU San Pablo, c/Julian Romea 23, 28003 Madrid, SpainDepartamento de Economia Aplicada (Matematicas), Universidad de Málaga, c/Ejido 6, 29013 Málaga, SpainInstituto de Posgrado, Universidad Técnica de Manabí, Avenida Urbina y Ché Guevara, Portoviejo, Manabí 130105, EcuadorDepartamento de Economia Aplicada (Matematicas), Universidad de Málaga, c/Ejido 6, 29013 Málaga, SpainThe aim of this work is to design a multiobjective model to explain the behavior among military expenditures (MEs), the human development index, and the global peace index in countries belonging to the North Atlantic Treaty Organization (NATO) for the study period 2008–2016. In order to solve this problem, different decision variables have been considered: health expenditure, education expenditure, Gross Domestic Product (GDP), collected taxes, public debt, and R&D costs, which are related to health, education, and economic sectors. To determine the relationships among decision variables making up the objective functions and model constraints, different panel data models were estimated. The obtained results show that the major part of the NATO countries present a behavior which differs from what is efficient. In this context, this work highlights the path to follow by each country, such as the implementation of public budget policies in the health and education sectors, and for collected taxes and public debt, to achieve efficient solutions.https://www.mdpi.com/2227-7390/9/1/23multiobjectivepanel data modelsmilitary expendituresdevelopmentpeace |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Patricio Vallejo-Rosero M. Carmen García-Centeno Laura Delgado-Antequera Osvaldo Fosado Rafael Caballero |
spellingShingle |
Patricio Vallejo-Rosero M. Carmen García-Centeno Laura Delgado-Antequera Osvaldo Fosado Rafael Caballero A Multiobjective Model for Analysis of the Relationships between Military Expenditures, Security, and Human Development in NATO Countries Mathematics multiobjective panel data models military expenditures development peace |
author_facet |
Patricio Vallejo-Rosero M. Carmen García-Centeno Laura Delgado-Antequera Osvaldo Fosado Rafael Caballero |
author_sort |
Patricio Vallejo-Rosero |
title |
A Multiobjective Model for Analysis of the Relationships between Military Expenditures, Security, and Human Development in NATO Countries |
title_short |
A Multiobjective Model for Analysis of the Relationships between Military Expenditures, Security, and Human Development in NATO Countries |
title_full |
A Multiobjective Model for Analysis of the Relationships between Military Expenditures, Security, and Human Development in NATO Countries |
title_fullStr |
A Multiobjective Model for Analysis of the Relationships between Military Expenditures, Security, and Human Development in NATO Countries |
title_full_unstemmed |
A Multiobjective Model for Analysis of the Relationships between Military Expenditures, Security, and Human Development in NATO Countries |
title_sort |
multiobjective model for analysis of the relationships between military expenditures, security, and human development in nato countries |
publisher |
MDPI AG |
series |
Mathematics |
issn |
2227-7390 |
publishDate |
2021-12-01 |
description |
The aim of this work is to design a multiobjective model to explain the behavior among military expenditures (MEs), the human development index, and the global peace index in countries belonging to the North Atlantic Treaty Organization (NATO) for the study period 2008–2016. In order to solve this problem, different decision variables have been considered: health expenditure, education expenditure, Gross Domestic Product (GDP), collected taxes, public debt, and R&D costs, which are related to health, education, and economic sectors. To determine the relationships among decision variables making up the objective functions and model constraints, different panel data models were estimated. The obtained results show that the major part of the NATO countries present a behavior which differs from what is efficient. In this context, this work highlights the path to follow by each country, such as the implementation of public budget policies in the health and education sectors, and for collected taxes and public debt, to achieve efficient solutions. |
topic |
multiobjective panel data models military expenditures development peace |
url |
https://www.mdpi.com/2227-7390/9/1/23 |
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