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. 2008 May;39(5):1533-40.
doi: 10.1161/STROKEAHA.107.490383. Epub 2008 Apr 24.

Stroke disparities in older Americans: is wealth a more powerful indicator of risk than income and education?

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Stroke disparities in older Americans: is wealth a more powerful indicator of risk than income and education?

Mauricio Avendano et al. Stroke. 2008 May.

Abstract

Background and purpose: This study examines the independent effect of wealth, income, and education on stroke and how these disparities evolve throughout middle and old age in a representative cohort of older Americans.

Methods: Stroke-free participants in the Health and Retirement Study (n=19,565) were followed for an average of 8.5 years. Total wealth, income, and education assessed at baseline were used in Cox proportional hazards models to predict time to stroke. Separate models were estimated for 3 age-strata (50 to 64, 65 to 74, and >or=75), and incorporating risk factor measures (smoking, physical activity, body mass index, hypertension, diabetes, and heart disease).

Results: 1542 subjects developed incident stroke. Higher education predicted reduced stroke risk at ages 50 to 64, but not after adjustment for wealth and income. Wealth and income were independent risk factors for stroke at ages 50 to 64. Adjusted hazard ratios comparing the lowest decile with the 75th-90th percentiles were 2.3 (95% CI 1.6, 3.4) for wealth and 1.8 (95% CI 1.3, 2.6) for income. Risk factor adjustment attenuated these effects by 30% to 50%, but coefficients for both wealth (HR=1.7, 95% CI 1.2, 2.5) and income (HR=1.6, 95% CI 1.2, 2.3) remained significant. Wealth, income, and education did not consistently predict stroke beyond age 65.

Conclusions: Wealth and income are independent predictors of stroke at ages 50 to 64 but do not predict stroke among the elderly. This age patterning might reflect buffering of the negative effect of low socioeconomic status by improved access to social and health care programs at old ages, but may also be an artifact of selective survival.

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Figures

Figure
Figure
Enrolment and assessment schedule for Health and Retirement Study birth cohorts. Each title refers to a specific cohort that makes part of the total cohort; AHEAD indicates Aging and health dynamics cohort; CODA indicates Children of the Depression cohort; HRS indicates Health and Retirement survey original cohort; and War Babies refers to the cohort born during the second world war (1942 to 1947).

References

    1. Avendano M, Kawachi I, van LFJ, Boshuizen H, Mackenbach JP, van den Bos GAM, Fay ME, Berkman LF. Socioeconomic status and stroke incidence in the us elderly: The role of risk factors in the epese study. Stroke. 2006;37:1368–1373. - PubMed
    1. Avendano M, Kunst AE, Huisman M, van Lenthe F, Bopp M, Borrell C, Valkonen T, Regidor E, Costa G, Donkin A, Borgan JK, Deboosere P, Gadeyne S, Spadea T, Andersen O, Mackenbach JP. Educational level and stroke mortality: A comparison of 10 european populations during the 1990s. Stroke. 2004;35:432–437. - PubMed
    1. Jakovljevic D, Sarti C, Sivenius J, Torppa J, Mahonen M, Immonen-Raiha P, Kaarsalo E, Alhainen K, Kuulasmaa K, Tuomilehto J, Puska P, Salomaa V. Socioeconomic status and ischemic stroke: The finmonica stroke register. Stroke. 2001;32:1492–1498. - PubMed
    1. Center for Disease Control. Disparities in deaths from stroke among persons aged <5 years–united states, 2002. JAMA. 2005;294:299–300. - PubMed
    1. House JS, Lepkowski JM, Kinney AM, Mero RP, Kessler RC, Herzog AR. The social stratification of aging and health. J Health Soc Behav. 1994;35:213–234. - PubMed

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