March 7, 2025
Journal Article

Race-Specific Risk Factors for Homeownership Disparity in the United States

Abstract

Homeownership, an indicator of financial security, is impacted by discrimination towards minor- ity populations. Factors that contribute to unequal homeownership between white and minority population have not been fully characterized since unequal homeownership persists. In order to alleviate the issue, policymakers need a better understanding of how risk factors affect homeown- ership on a per race level. Here, we utilized several publicly available surveys, such as the Ameri- can Community Survey and United States Census, and statistical learning models to investigate potential factors related to homeownership in White, Black, Hispanic, and Asian populations, with a focus on how risk factors vary per race. We incorporated both known risk factors and potential factors like job availability per job class and commute times to work.

Published: March 7, 2025

Citation

Richardson R.E., D.T. Leach, N.M. Winans, D.J. Degnan, A.V. Prymolenna, and L.M. Bramer. 2024. Race-Specific Risk Factors for Homeownership Disparity in the United States. Journal of Data Science 22, no. 4:591–604. PNNL-SA-180676. doi:10.6339/23-JDS1116