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Neighbourhood property value and type 2 diabetes mellitus in the Maastricht study: A multilevel study

Author

Listed:
  • David Consolazio
  • Annemarie Koster
  • Simone Sarti
  • Miranda T Schram
  • Coen D A Stehouwer
  • Erik J Timmermans
  • Anke Wesselius
  • Hans Bosma

Abstract

Objective: Low individual socioeconomic status (SES) is known to be associated with a higher risk of type 2 diabetes mellitus (T2DM), but the extent to which the local context in which people live may influence T2DM rates remains unclear. This study examines whether living in a low property value neighbourhood is associated with higher rates of T2DM independently of individual SES. Research design and methods: Using cross-sectional data from the Maastricht Study (2010–2013) and geographical data from Statistics Netherlands, multilevel logistic regression was used to assess the association between neighbourhood property value and T2DM. Individual SES was based on education, occupation and income. Of the 2,056 participants (aged 40–75 years), 494 (24%) were diagnosed with T2DM. Results: Individual SES was strongly associated with T2DM, but a significant proportion of the variance in T2DM was found at the neighbourhood level (VPC = 9.2%; 95% CI = 5.0%–16%). Participants living in the poorest neighbourhoods had a 2.38 times higher odds ratio of T2DM compared to those living in the richest areas (95% CI = 1.58–3.58), independently of individual SES. Conclusions: Neighbourhood property value showed a significant association with T2DM, suggesting the usefulness of area-based programmes aimed at improving neighbourhood characteristics in order to tackle inequalities in T2DM.

Suggested Citation

  • David Consolazio & Annemarie Koster & Simone Sarti & Miranda T Schram & Coen D A Stehouwer & Erik J Timmermans & Anke Wesselius & Hans Bosma, 2020. "Neighbourhood property value and type 2 diabetes mellitus in the Maastricht study: A multilevel study," PLOS ONE, Public Library of Science, vol. 15(6), pages 1-13, June.
    • Handle: RePEc:plo:pone00:0234324
    DOI: 10.1371/journal.pone.0234324
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    References listed on IDEAS

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    1. Cox, Matthew & Boyle, Paul J. & Davey, Peter G. & Feng, Zhiqiang & Morris, Andrew D., 2007. "Locality deprivation and Type 2 diabetes incidence: A local test of relative inequalities," Social Science & Medicine, Elsevier, vol. 65(9), pages 1953-1964, November.
    2. Macintyre, Sally & Ellaway, Anne & Cummins, Steven, 2002. "Place effects on health: how can we conceptualise, operationalise and measure them?," Social Science & Medicine, Elsevier, vol. 55(1), pages 125-139, July.
    3. Wilkinson, R.G., 1997. "Comment: income, inequality, and social cohesion," American Journal of Public Health, American Public Health Association, vol. 87(9), pages 1504-1506.
    4. Rehm, Colin D. & Moudon, Anne V. & Hurvitz, Philip M. & Drewnowski, Adam, 2012. "Residential property values are associated with obesity among women in King County, WA, USA," Social Science & Medicine, Elsevier, vol. 75(3), pages 491-495.
    5. Macleod, John & Davey Smith, George & Metcalfe, Chris & Hart, Carole, 2005. "Is subjective social status a more important determinant of health than objective social status? Evidence from a prospective observational study of Scottish men," Social Science & Medicine, Elsevier, vol. 61(9), pages 1916-1929, November.
    6. Adler, Nancy, 2006. "When one's main effect is another's error: Material vs. psychosocial explanations of health disparities. A commentary on Macleod et al., "Is subjective social status a more important determinant ," Social Science & Medicine, Elsevier, vol. 63(4), pages 846-850, August.
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