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A systematic approach to analyze the social determinants of cardiovascular disease

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  • Mireya Martínez-García
  • Magaly Salinas-Ortega
  • Iván Estrada-Arriaga
  • Enrique Hernández-Lemus
  • Rodrigo García-Herrera
  • Maite Vallejo

Abstract

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.

Suggested Citation

  • Mireya Martínez-García & Magaly Salinas-Ortega & Iván Estrada-Arriaga & Enrique Hernández-Lemus & Rodrigo García-Herrera & Maite Vallejo, 2018. "A systematic approach to analyze the social determinants of cardiovascular disease," PLOS ONE, Public Library of Science, vol. 13(1), pages 1-25, January.
    • Handle: RePEc:plo:pone00:0190960
    DOI: 10.1371/journal.pone.0190960
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    References listed on IDEAS

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    1. Richard Mallett & Jessica Hagen-Zanker & Rachel Slater & Maren Duvendack, 2012. "The benefits and challenges of using systematic reviews in international development research," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 4(3), pages 445-455, September.
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    1. Nizalova, Olena & Norton, Edward C., 2021. "Long-term effects of job loss on male health: BMI and health behaviors," Economics & Human Biology, Elsevier, vol. 43(C).
    2. Alberto Arnedo-Pena & Joan Puig-Barberà & Juan Bellido-Blasco & MªAngeles Romeu-Garcia & Mª Rosario Pac-Sa & Francisco Guillen-Grima, 2020. "Production of Vegetables and Artichokes Is Associated with Lower Cardiovascular Mortality: An Ecological Study," IJERPH, MDPI, vol. 17(18), pages 1-16, September.

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