A multilevel analysis of income inequality and cardiovascular disease risk factors

Ana V. Diez-Roux, Bruce G. Link, Mary Northridge

Research output: Contribution to journalArticle

Abstract

Recent research has suggested that inequality in the distribution of income is associated with increased mortality, even after accounting for average income levels. Using data from the Behavioral Risk Factor Surveillance System (BRFSS), we investigated whether inequality in the distribution of income within US states is related to the prevalence of four cardiovascular disease risk factors (body mass index (BMI), history of hypertension, sedentarism, and smoking). Multilevel models (including both state-level and individual-level variables) were used to examine associations of state inequality with risk factor levels before and after adjustment for individual-level income. For three of the four risk factors investigated (BMI, hypertension, and sedentarism), state inequality was associated with increased risk factor levels, particularly at low income levels (annual household incomes <$25,000), with associations persisting after adjustment for individual-level income. Inequality was also positively associated with smoking, but associations were either stronger or only present at higher income levels. Associations of inequality with the outcomes were statistically significant in women but not in men. Although not conclusive, findings for three of the four risk factors are suggestive of a contextual effect of income inequality, particularly among persons with lower incomes.

Original languageEnglish (US)
Pages (from-to)673-687
Number of pages15
JournalSocial Science and Medicine
Volume50
Issue number5
DOIs
StatePublished - Mar 2000

Fingerprint

Multilevel Analysis
difference in income
multi-level analysis
cardiovascular disease
risk factor
Cardiovascular Diseases
income
Disease
hypertension
smoking
low income
body mass
household income
Body Mass Index
Smoking
analysis
Multilevel analysis
Risk factors
Cardiovascular disease
Income inequality

Keywords

  • Cardiovascular diseases
  • Cardiovascular risk factors
  • Income inequality
  • Socioeconomic factors

ASJC Scopus subject areas

  • Economics and Econometrics
  • Public Health, Environmental and Occupational Health
  • Social Psychology
  • Development
  • Health(social science)

Cite this

A multilevel analysis of income inequality and cardiovascular disease risk factors. / Diez-Roux, Ana V.; Link, Bruce G.; Northridge, Mary.

In: Social Science and Medicine, Vol. 50, No. 5, 03.2000, p. 673-687.

Research output: Contribution to journalArticle

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