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Vulnerability and the receipt of recommended preventive services: the influence of multiple risk factors
1Johns Hopkins University Bloomberg School of Public Health, Department of Health Policy and Management, Baltimore, Maryland, USA.
Context:
Previous studies have confirmed the independent associations of race/ethnicity, socioeconomic status, and potential access with the receipt of preventive care. More pragmatic models of vulnerability are needed to examine the concomitant influence of multiple risk factors.
Objective:
To operationalize vulnerability as risk profiles of predisposing (race/ethnicity and education) and enabling (eg, income, health insurance, and having a regular source of care) factors, and their association with the receipt of preventive care.
Study Design:
Cross-sectional data on 14,983 adults from the Household Component of the 1996 Medical Expenditure Panel Survey.
Main Outcome Measures:
Receipt of recommended preventive care: blood pressure and cholesterol screening, flu shot, Papanicolaou test, mammogram, and dental visit.
Results:
Controlling for other factors, analyses of risk profiles revealed a clear dose-response relationship with the receipt of preventive care regardless of race/ethnicity. In the total sample, having more risk factors was associated with a lower prevalence of, for example, receiving a cholesterol screening: 1 risk (PR=0.77; CI, 0.71-0.84), 2 risks (PR=0.56; CI, 0.49-0.64), and 3+ risks (PR=0.34; CI, 0.25-0.43).
Conclusion:
Sizeable disparities in the receipt of recommended preventive services were found in relation to increasing vulnerability risk profiles. Without attention to such co-occurring risks, it is unlikely that substantial gains will be made in reducing disparities in the incidence of and mortality from the most common preventable diseases in the United States.
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