The Relationship Between Neighborhood Poverty and Alcohol Use: Estimation by Marginal Structural Models

Abstract

Cumulative and point-in-time measures of neighborhood poverty are important predictors of alcohol consumption. Estimators that more closely approximate a causal effect of neighborhood poverty on alcohol provided a stronger estimate than estimators from traditional regression models.