Revisiting the association between cardiovascular risk factors and diabetes: data from a large population-based study

Diabetes Educ. 2009 Sep-Oct;35(5):770-7. doi: 10.1177/0145721709338528. Epub 2009 Jun 18.

Abstract

Purpose: The purpose of this study was to examine the association between cardiovascular risk factors and the presence of diabetes in a large population-level dataset.

Methods: A secondary analysis was conducted using data from the 2007 Behavioral Risk Factor Surveillance System, a population-based survey (n = 403,137) conducted in the United States.

Results: The majority of the respondents were middle-aged and overweight. Approximately half of the sample reported little or no physical activity. Estimates from a logistic regression model for a weighted sample of white, black, and Hispanic adults revealed that having hypertension or elevated cholesterol was a strong predictor of diabetes even when controlling for age, gender, race, education, income, body mass index, smoking status, and physical activity.

Conclusions: The results confirmed the importance of diabetes educators counseling patients with hypertension or hypercholesterolemia about their increased risk for developing diabetes.

MeSH terms

  • Adult
  • Behavioral Risk Factor Surveillance System
  • Cardiovascular Diseases / epidemiology
  • Cardiovascular Diseases / prevention & control*
  • Diabetes Complications
  • Diabetes Mellitus, Type 2 / complications
  • Educational Status
  • Female
  • Health Behavior*
  • Humans
  • Hypercholesterolemia / complications
  • Hypercholesterolemia / epidemiology
  • Hypertension / complications
  • Hypertension / epidemiology
  • Logistic Models
  • Middle Aged
  • Population Surveillance*
  • Risk Factors
  • Smoking
  • Socioeconomic Factors
  • United States / epidemiology