IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0133765.html
   My bibliography  Save this article

The Association of Geographic Coordinates with Mortality in People with Lower and Higher Education and with Mortality Inequalities in Spain

Author

Listed:
  • Enrique Regidor
  • Laura Reques
  • Carolina Giráldez-García
  • Estrella Miqueleiz
  • Juana M Santos
  • David Martínez
  • Luis de la Fuente

Abstract

Objective: Geographic patterns in total mortality and in mortality by cause of death are widely known to exist in many countries. However, the geographic pattern of inequalities in mortality within these countries is unknown. This study shows mathematically and graphically the geographic pattern of mortality inequalities by education in Spain. Methods: Data are from a nation-wide prospective study covering all persons living in Spain's 50 provinces in 2001. Individuals were classified in a cohort of subjects with low education and in another cohort of subjects with high education. Age- and sex-adjusted mortality rate from all causes and from leading causes of death in each cohort and mortality rate ratios in the low versus high education cohort were estimated by geographic coordinates and province. Results: Latitude but not longitude was related to mortality. In subjects with low education, latitude had a U-shaped relation to mortality. In those with high education, mortality from all causes, and from cardiovascular, respiratory and digestive diseases decreased with increasing latitude, whereas cancer mortality increased. The mortality-rate ratio for all-cause death was 1.27 in the southern latitudes, 1.14 in the intermediate latitudes, and 1.20 in the northern latitudes. The mortality rate ratios for the leading causes of death were also higher in the lower and upper latitudes than in the intermediate latitudes. The geographic pattern of the mortality rate ratios is similar to that of the mortality rate in the low-education cohort: the highest magnitude is observed in the southern provinces, intermediate magnitudes in the provinces of the north and those of the Mediterranean east coast, and the lowest magnitude in the central provinces and those in the south of the Western Pyrenees. Conclusion: Mortality inequalities by education in Spain are higher in the south and north of the country and lower in the large region making up the central plateau. This geographic pattern is similar to that observed in mortality in the low-education cohort.

Suggested Citation

  • Enrique Regidor & Laura Reques & Carolina Giráldez-García & Estrella Miqueleiz & Juana M Santos & David Martínez & Luis de la Fuente, 2015. "The Association of Geographic Coordinates with Mortality in People with Lower and Higher Education and with Mortality Inequalities in Spain," PLOS ONE, Public Library of Science, vol. 10(7), pages 1-16, July.
  • Handle: RePEc:plo:pone00:0133765
    DOI: 10.1371/journal.pone.0133765
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0133765
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0133765&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0133765?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Montez, J.K. & Berkman, L.F., 2014. "Trends in the educational gradient of mortality among US adults aged 45 to 84 years: Bringing regional context into the explanation," American Journal of Public Health, American Public Health Association, vol. 104(1), pages 82-90.
    2. Mark R Cullen & Clint Cummins & Victor R Fuchs, 2012. "Geographic and Racial Variation in Premature Mortality in the U.S.: Analyzing the Disparities," PLOS ONE, Public Library of Science, vol. 7(4), pages 1-13, April.
    3. Fabio Divino & Viviana Egidi & Michele Antonio Salvatore, 2009. "Geographical mortality patterns in Italy," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 20(18), pages 435-466.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Anastasia Zelenina & Svetlana Shalnova & Sergey Maksimov & Oksana Drapkina, 2022. "Characteristics of Composite Deprivation Indices Used in Public Health: A Scoping Review Protocol," IJERPH, MDPI, vol. 19(17), pages 1-7, August.
    2. Vanessa Santos S�nchez & Gabriele Ruiu & Lucia Pozzi & Marco Breschi & Giovanna Gonano, 2020. "Geographical variations in mortality and unemployment in Italy," RIEDS - Rivista Italiana di Economia, Demografia e Statistica - The Italian Journal of Economic, Demographic and Statistical Studies, SIEDS Societa' Italiana di Economia Demografia e Statistica, vol. 74(2), pages 109-120, April-Jun.
    3. Clemente López, Jesús & García Castrillo, Pedro & González-Álvarez , María A., 2019. "Mortalidad y estatus socioeconómico en la España de principios del siglo XXI," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 45, pages 227-240.
    4. Sieds, 2020. "Complete Volume LXXIV n. 1 2020," RIEDS - Rivista Italiana di Economia, Demografia e Statistica - The Italian Journal of Economic, Demographic and Statistical Studies, SIEDS Societa' Italiana di Economia Demografia e Statistica, vol. 74(2), pages 1-123, April-Jun.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Suzan L Carmichael & Mark R Cullen & Jonathan A Mayo & Jeffrey B Gould & Pooja Loftus & David K Stevenson & Paul H Wise & Gary M Shaw, 2014. "Population-Level Correlates of Preterm Delivery among Black and White Women in the U.S," PLOS ONE, Public Library of Science, vol. 9(4), pages 1-6, April.
    2. Duncan Gillespie & Meredith Trotter & Shripad Tuljapurkar, 2014. "Divergence in Age Patterns of Mortality Change Drives International Divergence in Lifespan Inequality," Demography, Springer;Population Association of America (PAA), vol. 51(3), pages 1003-1017, June.
    3. Melissa P L Chan & Robert S Weinhold & Reuben Thomas & Julia M Gohlke & Christopher J Portier, 2015. "Environmental Predictors of US County Mortality Patterns on a National Basis," PLOS ONE, Public Library of Science, vol. 10(12), pages 1-25, December.
    4. Suryakant Yadav, 2021. "Progress of Inequality in Age at Death in India: Role of Adult Mortality," European Journal of Population, Springer;European Association for Population Studies, vol. 37(3), pages 523-550, July.
    5. Janet Currie & Hannes Schwandt & Josselin Thuilliez, 2020. "Pauvreté, Egalité, Mortalité: mortality (in)equality in France and the United States," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(1), pages 197-231, January.
    6. Dirk Göpffarth & Thomas Kopetsch & Hendrik Schmitz, 2016. "Determinants of Regional Variation in Health Expenditures in Germany," Health Economics, John Wiley & Sons, Ltd., vol. 25(7), pages 801-815, July.
    7. Blankenship, Kim M. & del Rio Gonzalez, Ana Maria & Keene, Danya E. & Groves, Allison K. & Rosenberg, Alana P., 2018. "Mass incarceration, race inequality, and health: Expanding concepts and assessing impacts on well-being," Social Science & Medicine, Elsevier, vol. 215(C), pages 45-52.
    8. Stephen Matthews & Daniel M. Parker, 2013. "Progress in Spatial Demography," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 28(10), pages 271-312.
    9. Zhang Zhen & Bhattacharjee Arnab & Marques João & Maiti Tapabrata, 2021. "Spatio-Temporal Patterns in Portuguese Regional Fertility Rates: A Bayesian Approach for Spatial Clustering of Curves," Journal of Official Statistics, Sciendo, vol. 37(3), pages 611-653, September.
    10. Nelda Mier & Marcia G. Ory & Samuel D. Towne & Matthew Lee Smith, 2017. "Relative Association of Multi-Level Supportive Environments on Poor Health among Older Adults," IJERPH, MDPI, vol. 14(4), pages 1-16, April.
    11. Persson, Petra & Chen, Yiqun & Polyakova, Maria, 2019. "The Roots of Health Inequality and the Value of Intra-Family Expertise," CEPR Discussion Papers 13583, C.E.P.R. Discussion Papers.
    12. Abu-Qarn, Aamer & Lichtman-Sadot, Shirlee, 2022. "Can greater access to secondary health care decrease health inequality? Evidence from bus line introduction to Arab towns in Israel," Economic Modelling, Elsevier, vol. 106(C).
    13. Becky Staiger & Madeline Helfer & Jessica Van Parys, 2024. "The effect of Medicaid expansion on the take‐up of disability benefits by race and ethnicity," Health Economics, John Wiley & Sons, Ltd., vol. 33(3), pages 526-540, March.
    14. Vincenzo Atella & Dana Goldman & Daniel McFadden, 2021. "Disparate ageing: The role of education and socioeconomic gradients in future health and disability in an international context," Health Economics, John Wiley & Sons, Ltd., vol. 30(S1), pages 3-10, November.
    15. Janet Currie & Hannes Schwandt, 2016. "Mortality Inequality: The Good News from a County-Level Approach," Journal of Economic Perspectives, American Economic Association, vol. 30(2), pages 29-52, Spring.
    16. James Banks & Janet Currie & Sonya Krutikova & Kjell G. Salvanes & Hannes Schwandt, 2021. "The Evolution of Mortality Inequality in 11 OECD Countries: Introduction," Fiscal Studies, John Wiley & Sons, vol. 42(1), pages 9-23, March.
    17. Katharina Schley, 2018. "Health care service provision in Europe and regional diversity: a stochastic metafrontier approach," Health Economics Review, Springer, vol. 8(1), pages 1-11, December.
    18. Janet Currie & Hannes Schwandt & Josselin Thuilliez, 2020. "Pauvreté, Egalité, Mortalité: mortality (in)equality in France and the United States," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(1), pages 197-231, January.
    19. Rouven Edgar Haschka & Katharina Schley & Helmut Herwartz, 2020. "Provision of health care services and regional diversity in Germany: insights from a Bayesian health frontier analysis with spatial dependencies," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(1), pages 55-71, February.
    20. Jennifer Trudeau & Karen Smith Conway & Andrea Kutinova Menclova, 2016. "Soaking Up the Sun: The Role of Sunshine in the Production of Infant Health," American Journal of Health Economics, MIT Press, vol. 2(1), pages 1-40, January.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0133765. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.