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A Causal Analysis of Life Expectancy at Birth. Evidence from Spain

Background: From a causal point of view, there exists a set of socioeconomic indicators concerning life expectancy. The objective of this paper is to determine the indicators which exhibit a relation of causality with life expectancy at birth. Methods: Our analysis applies the Granger causality test...

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Autores principales: Martín Cervantes, Pedro Antonio, Rueda López, Nuria, Cruz Rambaud, Salvador
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6650812/
https://www.ncbi.nlm.nih.gov/pubmed/31277340
http://dx.doi.org/10.3390/ijerph16132367
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author Martín Cervantes, Pedro Antonio
Rueda López, Nuria
Cruz Rambaud, Salvador
author_facet Martín Cervantes, Pedro Antonio
Rueda López, Nuria
Cruz Rambaud, Salvador
author_sort Martín Cervantes, Pedro Antonio
collection PubMed
description Background: From a causal point of view, there exists a set of socioeconomic indicators concerning life expectancy. The objective of this paper is to determine the indicators which exhibit a relation of causality with life expectancy at birth. Methods: Our analysis applies the Granger causality test, more specifically its version by Dumitrescu–Hurlin, starting from the information concerning life expectancy at birth and a set of socioeconomic variables corresponding to 17 Spanish regions, throughout the period 2006–2016. To do this, we used the panel data involving the information provided by the Spanish Ministry of Health, Consumer Affairs and Social Welfare (MHCSW) and the National Institute of Statistics (NIS). Results: Per capita income, and the rate of hospital beds, medical staff and nurses Granger-cause the variable “life expectancy at birth”, according to the Granger causality test applied to panel data (Dumitrescu–Hurlin’s version). Conclusions: Life expectancy at birth has become one of the main indicators able to measure the performance of a country’s health system. This analysis facilitates the identification of those factors which exhibit a unidirectional Granger-causality relationship with life expectancy at birth. Therefore, this paper provides useful information for the management of public health resources from the point of view of the maximization of social benefits.
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spelling pubmed-66508122019-08-07 A Causal Analysis of Life Expectancy at Birth. Evidence from Spain Martín Cervantes, Pedro Antonio Rueda López, Nuria Cruz Rambaud, Salvador Int J Environ Res Public Health Article Background: From a causal point of view, there exists a set of socioeconomic indicators concerning life expectancy. The objective of this paper is to determine the indicators which exhibit a relation of causality with life expectancy at birth. Methods: Our analysis applies the Granger causality test, more specifically its version by Dumitrescu–Hurlin, starting from the information concerning life expectancy at birth and a set of socioeconomic variables corresponding to 17 Spanish regions, throughout the period 2006–2016. To do this, we used the panel data involving the information provided by the Spanish Ministry of Health, Consumer Affairs and Social Welfare (MHCSW) and the National Institute of Statistics (NIS). Results: Per capita income, and the rate of hospital beds, medical staff and nurses Granger-cause the variable “life expectancy at birth”, according to the Granger causality test applied to panel data (Dumitrescu–Hurlin’s version). Conclusions: Life expectancy at birth has become one of the main indicators able to measure the performance of a country’s health system. This analysis facilitates the identification of those factors which exhibit a unidirectional Granger-causality relationship with life expectancy at birth. Therefore, this paper provides useful information for the management of public health resources from the point of view of the maximization of social benefits. MDPI 2019-07-03 2019-07 /pmc/articles/PMC6650812/ /pubmed/31277340 http://dx.doi.org/10.3390/ijerph16132367 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Martín Cervantes, Pedro Antonio
Rueda López, Nuria
Cruz Rambaud, Salvador
A Causal Analysis of Life Expectancy at Birth. Evidence from Spain
title A Causal Analysis of Life Expectancy at Birth. Evidence from Spain
title_full A Causal Analysis of Life Expectancy at Birth. Evidence from Spain
title_fullStr A Causal Analysis of Life Expectancy at Birth. Evidence from Spain
title_full_unstemmed A Causal Analysis of Life Expectancy at Birth. Evidence from Spain
title_short A Causal Analysis of Life Expectancy at Birth. Evidence from Spain
title_sort causal analysis of life expectancy at birth. evidence from spain
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6650812/
https://www.ncbi.nlm.nih.gov/pubmed/31277340
http://dx.doi.org/10.3390/ijerph16132367
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