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A systematic approach to analyze the social determinants of cardiovascular disease

Cardiovascular diseases are the leading cause of human mortality worldwide. Among the many factors associated with the etiology, incidence, and evolution of such diseases; social and environmental issues constitute an important and often overlooked component. Understanding to a greater extent the sc...

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Autores principales: Martínez-García, Mireya, Salinas-Ortega, Magaly, Estrada-Arriaga, Iván, Hernández-Lemus, Enrique, García-Herrera, Rodrigo, Vallejo, Maite
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5784921/
https://www.ncbi.nlm.nih.gov/pubmed/29370200
http://dx.doi.org/10.1371/journal.pone.0190960
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author Martínez-García, Mireya
Salinas-Ortega, Magaly
Estrada-Arriaga, Iván
Hernández-Lemus, Enrique
García-Herrera, Rodrigo
Vallejo, Maite
author_facet Martínez-García, Mireya
Salinas-Ortega, Magaly
Estrada-Arriaga, Iván
Hernández-Lemus, Enrique
García-Herrera, Rodrigo
Vallejo, Maite
author_sort Martínez-García, Mireya
collection PubMed
description Cardiovascular diseases are the leading cause of human mortality worldwide. Among the many factors associated with the etiology, incidence, and evolution of such diseases; social and environmental issues constitute an important and often overlooked component. Understanding to a greater extent the scope to which such social determinants of cardiovascular diseases (SDCVD) occur as well as the connections among them would be useful for public health policy making. Here, we will explore the historical trends and associations among the main SDCVD in the published literature. Our aim will be finding meaningful relations among those that will help us to have an integrated view on this complex phenomenon by providing historical context and a relational framework. To uncover such relations, we used a data mining approach to the current literature, followed by network analysis of the interrelationships discovered. To this end, we systematically mined the PubMed/MEDLINE database for references of published studies on the subject, as outlined by the World Health Organization’s framework on social determinants of health. The analyzed structured corpus consisted in circa 1190 articles categorized by means of the Medical Subheadings (MeSH) content-descriptor. The use of data analytics techniques allowed us to find a number of non-trivial connections among SDCVDs. Such relations may be relevant to get a deeper understanding of the social and environmental issues associated with cardiovascular disease and are often overlooked by traditional literature survey approaches, such as systematic reviews and meta-analyses.
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spelling pubmed-57849212018-02-09 A systematic approach to analyze the social determinants of cardiovascular disease Martínez-García, Mireya Salinas-Ortega, Magaly Estrada-Arriaga, Iván Hernández-Lemus, Enrique García-Herrera, Rodrigo Vallejo, Maite PLoS One Research Article Cardiovascular diseases are the leading cause of human mortality worldwide. Among the many factors associated with the etiology, incidence, and evolution of such diseases; social and environmental issues constitute an important and often overlooked component. Understanding to a greater extent the scope to which such social determinants of cardiovascular diseases (SDCVD) occur as well as the connections among them would be useful for public health policy making. Here, we will explore the historical trends and associations among the main SDCVD in the published literature. Our aim will be finding meaningful relations among those that will help us to have an integrated view on this complex phenomenon by providing historical context and a relational framework. To uncover such relations, we used a data mining approach to the current literature, followed by network analysis of the interrelationships discovered. To this end, we systematically mined the PubMed/MEDLINE database for references of published studies on the subject, as outlined by the World Health Organization’s framework on social determinants of health. The analyzed structured corpus consisted in circa 1190 articles categorized by means of the Medical Subheadings (MeSH) content-descriptor. The use of data analytics techniques allowed us to find a number of non-trivial connections among SDCVDs. Such relations may be relevant to get a deeper understanding of the social and environmental issues associated with cardiovascular disease and are often overlooked by traditional literature survey approaches, such as systematic reviews and meta-analyses. Public Library of Science 2018-01-25 /pmc/articles/PMC5784921/ /pubmed/29370200 http://dx.doi.org/10.1371/journal.pone.0190960 Text en © 2018 Martínez-García et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Martínez-García, Mireya
Salinas-Ortega, Magaly
Estrada-Arriaga, Iván
Hernández-Lemus, Enrique
García-Herrera, Rodrigo
Vallejo, Maite
A systematic approach to analyze the social determinants of cardiovascular disease
title A systematic approach to analyze the social determinants of cardiovascular disease
title_full A systematic approach to analyze the social determinants of cardiovascular disease
title_fullStr A systematic approach to analyze the social determinants of cardiovascular disease
title_full_unstemmed A systematic approach to analyze the social determinants of cardiovascular disease
title_short A systematic approach to analyze the social determinants of cardiovascular disease
title_sort systematic approach to analyze the social determinants of cardiovascular disease
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5784921/
https://www.ncbi.nlm.nih.gov/pubmed/29370200
http://dx.doi.org/10.1371/journal.pone.0190960
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