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Socioeconomic inequalities in coronary heart disease in Italy: A multilevel population-based study

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  • Petrelli, Alessio
  • Gnavi, Roberto
  • Marinacci, Chiara
  • Costa, Giuseppe

Abstract

This longitudinal study evaluates the role of individual and contextual socioeconomic determinants in the socioeconomic inequalities in incidence and mortality for coronary events in Turin, Italy, using hierarchical models. All residents aged 35-74 at the start of 1997 were included in the study population. We considered as outcomes all incident cases and deaths that occurred in the study population in the period 1997-2002. The socioeconomic indicators were educational level, job status and median income per census tract. A neighbourhood deprivation index was also used, which combines, in an aggregated measure, a series of poor individual socioeconomic conditions. The analyses were performed using hierarchical Poisson models, with individuals (n=523,755) considered as level I units and neighbourhoods (n=23) as level II units. Among men, we observed an inverse gradient in incidence by educational level and an excess risk for persons who were not actively employed. More marked excesses were found for mortality (RR: 1.63; 95% CI: 1.05-2.55, for unemployed persons compared to employed persons). Among women, greater socioeconomic differences were observed for both incidence and mortality; all of the individual indicators contributed to these differences. The differentials in mortality were particularly great for the retired and for housewives (RR: 1.98; 95% CI: 1.40-2.81). Slight excesses in incidence were observed among men for the most deprived areas. The results of this study reveal that job status is the most important individual factor explaining socioeconomic inequalities for coronary events, whereas context seems to play a marginal role.

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  • Petrelli, Alessio & Gnavi, Roberto & Marinacci, Chiara & Costa, Giuseppe, 2006. "Socioeconomic inequalities in coronary heart disease in Italy: A multilevel population-based study," Social Science & Medicine, Elsevier, vol. 63(2), pages 446-456, July.
  • Handle: RePEc:eee:socmed:v:63:y:2006:i:2:p:446-456
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    1. Winkleby, M.A. & Jatulis, D.E. & Frank, E. & Fortmann, S.P., 1992. "Socioeconomic status and health: How education, income, and occupation contribute to risk factors for cardiovascular disease," American Journal of Public Health, American Public Health Association, vol. 82(6), pages 816-820.
    2. Greenwood, Darren & Packham, Christopher & Muir, Kenneth & Madeley, Richard, 1995. "How do economic status and social support influence survival after initial recovery from acute myocardial infarction?," Social Science & Medicine, Elsevier, vol. 40(5), pages 639-647, March.
    3. Duncan, Craig & Jones, Kelvyn & Moon, Graham, 1998. "Context, composition and heterogeneity: Using multilevel models in health research," Social Science & Medicine, Elsevier, vol. 46(1), pages 97-117, January.
    4. Hart, Carole & Ecob, Russell & Smith, George Davey, 1997. "People, places and coronary heart disease risk factors: A multilevel analysis of the Scottish heart health study archive," Social Science & Medicine, Elsevier, vol. 45(6), pages 893-902, September.
    5. Oakes, J. Michael, 2004. "The (mis)estimation of neighborhood effects: causal inference for a practicable social epidemiology," Social Science & Medicine, Elsevier, vol. 58(10), pages 1929-1952, May.
    6. Marmot, Michael G. & Nazroo, James Y., 2001. "Social inequalities in health in an ageing population," European Review, Cambridge University Press, vol. 9(4), pages 445-460, October.
    7. Lembke B., 1918. "√ a. p," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 111(1), pages 709-712, February.
    8. Diez Roux, A.V., 2001. "Investigating neighborhood and area effects on health," American Journal of Public Health, American Public Health Association, vol. 91(11), pages 1783-1789.
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    5. Anastasia Zelenina & Svetlana Shalnova & Sergey Maksimov & Oksana Drapkina, 2022. "Classification of Deprivation Indices That Applied to Detect Health Inequality: A Scoping Review," IJERPH, MDPI, vol. 19(16), pages 1-19, August.
    6. Meijer, Mathias & Röhl, Jeannette & Bloomfield, Kim & Grittner, Ulrike, 2012. "Do neighborhoods affect individual mortality? A systematic review and meta-analysis of multilevel studies," Social Science & Medicine, Elsevier, vol. 74(8), pages 1204-1212.
    7. 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.
    8. Zuzana Skodova & Jitse Dijk & Iveta Nagyova & Jaroslav Rosenberger & Daniela Ondusova & Martin Studencan & Sijmen Reijneveld, 2010. "Psychosocial factors of coronary heart disease and quality of life among Roma coronary patients: a study matched by socioeconomic position," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 55(5), pages 373-380, October.
    9. Admassu N. Lamu & Ole F. Norheim & Fredrik A. Gregersen & Mathias Barra, 2021. "Cycle‐network expansion plan in Oslo: Modeling cost‐effectiveness analysis and health equity impact," Health Economics, John Wiley & Sons, Ltd., vol. 30(12), pages 3220-3235, December.
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