TY - JOUR
T1 - Do the benefits of homeownership on mental health vary by race and poverty status? An application of doubly robust estimation for causal inference
AU - Chen, Jun Hong
AU - Jones, Dylan
AU - Lee, Jihye
AU - Yan, Yufu
AU - Hsieh, Wan Jung
AU - Huang, Chieh Hsun
AU - Yang, Yuanyuan
AU - Wu, Chi Fang
AU - Jonson-Reid, Melissa
AU - Drake, Brett
N1 - Publisher Copyright:
© 2024 Elsevier Ltd
PY - 2024/6
Y1 - 2024/6
N2 - While empirical studies have observed that homeownership is associated with improved mental health conditions, research indicates that this relationship might vary by race. Moreover, such a White-Black disparity in the impacts of homeownership on mental health could be complexed by poverty status, as maintaining one's homeownership could be a financial burden for people living in poverty status, defined by the US official poverty threshold. We add to the existing literature by analyzing the impacts of homeownership on psychological distress, simultaneously disaggregating by race and poverty status using survey data from the Panel Study on Income Dynamics from the 2017 and 2019 waves (N = 7059). Propensity score weighting and doubly robust estimation are applied to estimate causal inference for the impact of 2017 homeownership on 2019 psychological distress using negative binomial models. First, we found the impacts of homeownership on reducing psychological distress are significant for White Americans, not for Black Americans. Second, we found such a White-Black disparity is only observable for populations not living in poverty. On the other hand, for populations living in poverty, homeownership no longer lowers psychological distress for either race. Findings suggest that financial support and mental health support are needy to address inequality in the impacts of homeownership on mental health, which could simultaneously vary by poverty status and race. Implications are discussed.
AB - While empirical studies have observed that homeownership is associated with improved mental health conditions, research indicates that this relationship might vary by race. Moreover, such a White-Black disparity in the impacts of homeownership on mental health could be complexed by poverty status, as maintaining one's homeownership could be a financial burden for people living in poverty status, defined by the US official poverty threshold. We add to the existing literature by analyzing the impacts of homeownership on psychological distress, simultaneously disaggregating by race and poverty status using survey data from the Panel Study on Income Dynamics from the 2017 and 2019 waves (N = 7059). Propensity score weighting and doubly robust estimation are applied to estimate causal inference for the impact of 2017 homeownership on 2019 psychological distress using negative binomial models. First, we found the impacts of homeownership on reducing psychological distress are significant for White Americans, not for Black Americans. Second, we found such a White-Black disparity is only observable for populations not living in poverty. On the other hand, for populations living in poverty, homeownership no longer lowers psychological distress for either race. Findings suggest that financial support and mental health support are needy to address inequality in the impacts of homeownership on mental health, which could simultaneously vary by poverty status and race. Implications are discussed.
KW - Causal inference
KW - Doubly robust estimation
KW - Homeownership
KW - Mental health
KW - Poverty status
KW - Propensity score weighting
KW - Psychological distress
KW - Race disparities
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U2 - 10.1016/j.socscimed.2024.116958
DO - 10.1016/j.socscimed.2024.116958
M3 - Article
C2 - 38759384
AN - SCOPUS:85192941221
SN - 0277-9536
VL - 351
JO - Social Science and Medicine
JF - Social Science and Medicine
M1 - 116958
ER -