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Keywords:regression discontinuity 

Working Paper
Health Insurance as an Income Stabilizer

We evaluate the effect of health insurance on the incidence of negative income shocks using the tax data and survey responses of nearly 14,000 low income households. Us-ing a regression discontinuity (RD) design and variation in the cost of nongroup pri-vate health insurance under the Affordable Care Act, we find that eligibility for sub-sidized Marketplace insurance is associated with a 16% and 9% decline in the rates of unexpected job loss and income loss, respectively. Effects are concentrated among households with past health costs and exist only for “unexpected” forms of earnings ...
Working Papers , Paper 20-05

Working Paper
Targeted business incentives and the debt behavior of households

The empirical effects of place-based tax incentive schemes designed to aid low-income communities are unclear. While a growing number of studies find beneficial effects on employment, there is little investigation into other behaviors of households affected by such programs. We analyze the impact of the Texas Enterprise Zone Program on household debt and delinquency. Specifically, we utilize detailed information on all household liabilities, delinquencies, and credit scores from the Federal Reserve Bank of New York Consumer Credit Panel/Equifax, a quarterly longitudinal 5% random sample of ...
Working Papers , Paper 1602

Working Paper
Do increases in subsidized housing reduce the incidence of homelessness?: evidence from the low-income housing tax credit

The provision of affordable housing for low-income families is often cited by policymakers and advocacy groups as a necessity for ending homelessness. The U.S. government spends a considerable amount on housing programs for the nation's poor, and the use of federal housing programs to mitigate homelessness has attracted increasing interest following the recent financial downturn and housing market crisis. While important for housing policy, however, the question of whether subsidized housing is effective for combating homelessness remains unresolved. In this paper, the authors examine the ...
Working Papers , Paper 15-11

Discussion Paper
Investigating the Effect of Health Insurance in the COVID-19 Pandemic

Does health insurance improve health? This question, while apparently a tautology, has been the subject of considerable economic debate. In light of the COVID-19 pandemic, it has acquired a greater urgency as the lack of universal health insurance has been cited as a cause of the profound racial gap in coronavirus cases, and as a cause of U.S. difficulties in managing the pandemic more generally. However, estimating the effect of health insurance is difficult because it is (generally) not assigned at random. In this post, we approach this question in a novel way by exploiting a natural ...
Liberty Street Economics , Paper 20200925

Report
The Affordable Care Act and the COVID-19 Pandemic: A Regression Discontinuity Analysis

Did Medicaid expansion under the Affordable Care Act affect the course of the COVID-19 pandemic? We answer this question using a regression discontinuity design for counties near the borders of states that expanded Medicaid with states that did not. Relevant covariates change continuously across the Medicaid expansion frontier. We find that 1) health insurance changes discontinuously at the frontier, 2) COVID-19 cases do not change discontinuously at the frontier but the precision of this estimate is low, 3) COVID-19 deaths do not change discontinuously at the frontier and the confidence ...
Staff Reports , Paper 948

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