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The effect of payday lending restrictions on liquor sales

Journal of Banking & Finance 2017 85, 132-145
We exploit a change in lending laws to estimate the causal effect of restricting access to payday loans on liquor sales. Leveraging lender- and liquor store-level data, we find that the changes reduce sales, with the largest decreases at stores located nearest to payday lenders. By focusing on states with state-run liquor monopolies, we account for endogenous supply-side variables that are typically unobserved. Further analysis of consumer-level data indicates that the lending restrictions reduce alcohol expenditures without affecting total household spending. This is consistent with a distinct relationship between payday lending access and alcohol purchases, and suggests that present biased motivations underlie some loan use. The finding is significant because it shows that payday loan access is associated with unproductive borrowing, and directly links payday loan access to public health issues.

Do Academically Struggling Students Benefit from Continued Student Loan Access? Evidence from University and Beyond

The Review of Economics and Statistics 2024 106(1), 68-84 open access
Abstract We estimate the effects of student loan access on educational attainment and labor market returns in New Zealand. We exploit the introduction of a national policy mandating a 50% pass rate for student loan renewals using a regression discontinuity design. Retaining loan access increases reenrollment for students around the threshold, and a majority eventually graduate with a bachelor's degree within seven years. We find that retaining student loan access leads to large labor market returns for struggling students. The additional debt from further borrowing is small relative to the earnings returns and declines quickly due to faster repayment.