Assessing Racial Disparities in Healthcare Expenditures via Mediator Distribution Shifts
A new study published on arXiv introduces a statistical framework to analyze racial disparities in healthcare expenditures by examining shifts in mediating variables. The research utilizes data from the Medical Expenditures Panel Survey (MEPS) to decompose these disparities into components attributable to differences in socioeconomic status, insurance access, health behaviors, and health status. Findings indicate that socioeconomic status and health status are the primary drivers of expenditure gaps, with residual disparities suggesting the influence of unmeasured factors. AI
IMPACT Introduces a novel statistical method for analyzing disparities, potentially improving fairness in healthcare AI applications.