IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0109706.html
   My bibliography  Save this article

Linking of Primary Care Records to Census Data to Study the Association between Socioeconomic Status and Cancer Incidence in Southern Europe: A Nation-Wide Ecological Study

Author

Listed:
  • Maria Garcia-Gil
  • Josep-Maria Elorza
  • Marta Banque
  • Marc Comas-Cufí
  • Jordi Blanch
  • Rafel Ramos
  • Leonardo Méndez-Boo
  • Eduardo Hermosilla
  • Bonaventura Bolibar
  • Daniel Prieto-Alhambra

Abstract

Background: Area-based measures of economic deprivation are seldom applied to large medical records databases to establish population-scale associations between deprivation and disease. Objective: To study the association between deprivation and incidence of common cancer types in a Southern European region. Methods: Retrospective ecological study using the SIDIAP (Information System for the Development of Research in Primary Care) database of longitudinal electronic medical records for a representative population of Catalonia (Spain) and the MEDEA index based on urban socioeconomic indicators in the Spanish census. Study outcomes were incident cervical, breast, colorectal, prostate, and lung cancer in 2009–2012. The completeness of SIDIAP cancer recording was evaluated through linkage of a geographic data subset to a hospital cancer registry. Associations between MEDEA quintiles and cancer incidence was evaluated using zero-inflated Poisson regression adjusted for sex, age, smoking, alcoholism, obesity, hypertension, and diabetes. Results: SIDIAP sensitivity was 63% to 92% for the five cancers studied. There was direct association between deprivation and lung, colorectal, and cervical cancer: incidence rate ratios (IRR) 1.82 [1.64–2.01], IRR 1.60 [1.34–1.90], IRR 1.22 [1.07–1.38], respectively, comparing the most deprived to most affluent areas. In wealthy areas, prostate and breast cancers were more common: IRR 0.92 [0.80–1.00], IRR 0.91 [0.78–1.06]. Adjustment for confounders attenuated the association with lung cancer risk (fully adjusted IRR 1.16 [1.08–1.25]), reversed the direction of the association with colorectal cancer (IRR 0.90 [0.84–0.95]), and did not modify the associations with cervical (IRR 1.27 [1.11–1.45]), prostate (0.74 [0.69–0.80]), and breast (0.76 [0.71–0.81]) cancer. Conclusions: Deprivation is associated differently with the occurrence of various cancer types. These results provide evidence that MEDEA is a useful, area-based deprivation index for analyses of the SIDIAP database. This information will be useful to improve screening programs, cancer prevention and management strategies, to reach patients more effectively, particularly in deprived urban areas.

Suggested Citation

  • Maria Garcia-Gil & Josep-Maria Elorza & Marta Banque & Marc Comas-Cufí & Jordi Blanch & Rafel Ramos & Leonardo Méndez-Boo & Eduardo Hermosilla & Bonaventura Bolibar & Daniel Prieto-Alhambra, 2014. "Linking of Primary Care Records to Census Data to Study the Association between Socioeconomic Status and Cancer Incidence in Southern Europe: A Nation-Wide Ecological Study," PLOS ONE, Public Library of Science, vol. 9(10), pages 1-7, October.
  • Handle: RePEc:plo:pone00:0109706
    DOI: 10.1371/journal.pone.0109706
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0109706
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0109706&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0109706?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. Krieger, N., 1992. "Overcoming the absence of socioeconomic data in medical records: Validation and application of a census-based methodology," American Journal of Public Health, American Public Health Association, vol. 82(5), pages 703-710.
    2. Maria T Sánchez-Santos & Marco Mesa-Frias & Minkyoung Choi & Eveline Nüesch & Angel Asunsolo-Del Barco & Antoinette Amuzu & George Davey Smith & Shah Ebrahim & David Prieto-Merino & Juan P Casas, 2013. "Area-Level Deprivation and Overall and Cause-Specific Mortality: 12 Years’ Observation on British Women and Systematic Review of Prospective Studies," PLOS ONE, Public Library of Science, vol. 8(9), pages 1-1, September.
    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. Eduardo Hermosilla & Ermengol Coma & Junqing Xie & Shuo Feng & Carmen Cabezas & Leonardo Méndez-Boo & Francesc Fina & Elisabet Ballo & Montserrat Martínez & Manuel Medina-Peralta & Josep Maria Argimon, 2022. "Comparative effectiveness and safety of homologous two-dose ChAdOx1 versus heterologous vaccination with ChAdOx1 and BNT162b2," Nature Communications, Nature, vol. 13(1), pages 1-7, December.
    2. Connolly, Sheelah & Russell, Helen & Henry, Edward, 2021. "Returning to employment following a diagnosis of cancer: An Irish survey," Research Series, Economic and Social Research Institute (ESRI), number SUSTAT103.

    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. Nan Zhang & Heng Xu, 2024. "Fairness of Ratemaking for Catastrophe Insurance: Lessons from Machine Learning," Information Systems Research, INFORMS, vol. 35(2), pages 469-488, June.
    2. Cots, Francesc & Mercade, Lluc & Castells, Xavier & Salvador, Xavier, 2004. "Relationship between hospital structural level and length of stay outliers: Implications for hospital payment systems," Health Policy, Elsevier, vol. 68(2), pages 159-168, May.
    3. Martin Gaechter & Peter Schwazer & Engelbert Theurl, 2012. "Stronger Sex but Earlier Death: A Multi-level Socioeconomic Analysis of Gender Differences in Mortality in Austria," DANUBE: Law and Economics Review, European Association Comenius - EACO, issue 1, pages 1-23, March.
    4. Regidor, Enrique & Vallejo, Fernando & Reques, Laura & Cea, Lucía & Miqueleiz, Estrella & Barrio, Gregorio, 2015. "Area-level socioeconomic context, total mortality and cause-specific mortality in Spain: Heterogeneous findings depending on the level of geographic aggregation," Social Science & Medicine, Elsevier, vol. 141(C), pages 142-150.
    5. Michelle Sholzberg & Tara Gomes & David N Juurlink & Zhan Yao & Muhammad M Mamdani & Andreas Laupacis, 2016. "The Influence of Socioeconomic Status on Selection of Anticoagulation for Atrial Fibrillation," PLOS ONE, Public Library of Science, vol. 11(2), pages 1-12, February.
    6. Schulz, Jan & Mayerhoffer, Daniel M., 2021. "A network approach to consumption," BERG Working Paper Series 173, Bamberg University, Bamberg Economic Research Group.
    7. Clarke, Christina A. & Miller, Tim & Chang, Ellen T. & Yin, Daixin & Cockburn, Myles & Gomez, Scarlett L., 2010. "Racial and social class gradients in life expectancy in contemporary California," Social Science & Medicine, Elsevier, vol. 70(9), pages 1373-1380, May.
    8. Floriane Calocer & Olivier Dejardin & Karine Droulon & Guy Launoy & Gilles Defer, 2018. "Socio-economic status influences access to second-line disease modifying treatment in Relapsing Remitting Multiple Sclerosis patients," PLOS ONE, Public Library of Science, vol. 13(2), pages 1-12, February.
    9. Allison C. Morgan & Nicholas LaBerge & Daniel B. Larremore & Mirta Galesic & Jennie E. Brand & Aaron Clauset, 2022. "Socioeconomic roots of academic faculty," Nature Human Behaviour, Nature, vol. 6(12), pages 1625-1633, December.
    10. Keyes, Katherine M. & March, Dana & Link, Bruce G. & Chilcoat, Howard D. & Susser, Ezra, 2013. "Do socio-economic gradients in smoking emerge differently across time by gender? Implications for the tobacco epidemic from a pregnancy cohort in California, USA," Social Science & Medicine, Elsevier, vol. 76(C), pages 101-106.
    11. Jinani Jayasekera & Eberechukwu Onukwugha & Christopher Cadham & Donna Harrington & Sarah Tom & Francoise Pradel & Michael Naslund, 2019. "An ecological approach to monitor geographic disparities in cancer outcomes," PLOS ONE, Public Library of Science, vol. 14(6), pages 1-14, June.
    12. Justin Stoler & John R Weeks & Richard Appiah Otoo, 2013. "Drinking Water in Transition: A Multilevel Cross-sectional Analysis of Sachet Water Consumption in Accra," PLOS ONE, Public Library of Science, vol. 8(6), pages 1-11, June.
    13. O'Doherty, M.G. & French, D. & Steptoe, A. & Kee, F., 2017. "Social capital, deprivation and self-rated health: Does reporting heterogeneity play a role? Results from the English Longitudinal Study of Ageing," Social Science & Medicine, Elsevier, vol. 179(C), pages 191-200.
    14. Michael Adjemian & Jeffrey Williams, 2009. "Using census aggregates to proxy for household characteristics: an application to vehicle ownership," Transportation, Springer, vol. 36(2), pages 223-241, March.
    15. Philibert, M.D. & Pampalon, R. & Hamel, D. & Thouez, J.-P. & Loiselle, C.G., 2007. "KW - Quebec: A local-scale evaluation system," Social Science & Medicine, Elsevier, vol. 64(8), pages 1651-1664, April.
    16. Masayoshi Oka, 2022. "Census-Tract-Level Median Household Income and Median Family Income Estimates: A Unidimensional Measure of Neighborhood Socioeconomic Status?," IJERPH, MDPI, vol. 20(1), pages 1-23, December.
    17. Stacey L Tannenbaum & Monique Hernandez & D Dandan Zheng & Daniel A Sussman & David J Lee, 2014. "Individual- and Neighborhood-Level Predictors of Mortality in Florida Colorectal Cancer Patients," PLOS ONE, Public Library of Science, vol. 9(8), pages 1-10, August.
    18. Stafford, Mai & Duke-Williams, Oliver & Shelton, Nicola, 2008. "Small area inequalities in health: Are we underestimating them?," Social Science & Medicine, Elsevier, vol. 67(6), pages 891-899, September.
    19. M. Manos & Chanda Ho & Rosemary Murphy & Valentina Shvachko, 2013. "Physical, Social, and Psychological Consequences of Treatment for Hepatitis C," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 6(1), pages 23-34, March.
    20. Andrea S Gershon & Deva Thiruchelvam & Shawn Aaron & Matthew Stanbrook & Nicholas Vozoris & Wan C Tan & Eunice Cho & Teresa To, 2019. "Socioeconomic status (SES) and 30-day hospital readmissions for chronic obstructive pulmonary (COPD) disease: A population-based cohort study," PLOS ONE, Public Library of Science, vol. 14(5), pages 1-16, May.

    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:pone00:0109706. 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.