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Working Paper
Prior Fraud Exposure and Precautionary Credit Market Behavior
We study how past experiences with privacy shocks affect individuals’ likelihood to take precautionary behavior when faced with a new privacy shock in the context of credit markets. We focus on experiences with identity theft and data breaches, two kinds of privacy shocks that either directly lead to fraud or put an individual at an elevated risk of experiencing fraud. We show that immediately after the announcement of the 2017 Equifax data breach, individuals with either kind of prior fraud exposure were more likely to freeze their credit report and close credit card accounts than ...
Working Paper
Health Insurance and Young Adult Financial Distress
We study the financial effects of health insurance for young adults using the Affordable Care Act’s dependent coverage mandate as a source of exogenous variation. Using nationally repre-sentative, anonymized credit report and publicly available survey data on medical expenditures, we exploit the mandate’s implementation in 2010 and its automatic disenrollment mechanism at age 26. Our estimates show that increasing access to health insurance lowered young adults’ out-of-pocket medical expenditures, debt in third-party collections, and the probability of per-sonal bankruptcy. However, ...
Working Paper
Prior Fraud Exposure and Precautionary Credit Market Behavior
This paper studies how past experiences with privacy shocks affect individuals' take-up of precautionary behavior when faced with a new privacy shock in the context of credit markets. We focus on experiences with identity theft and data breaches, two kinds of privacy shocks that either directly lead to fraud or put an individual at an elevated risk of experiencing fraud. Using the announcement of the 2017 Equifax data breach, we show that individuals with either kind of prior fraud exposure were more likely to freeze their credit report and close credit card accounts than individuals with no ...
Working Paper
Did the ACA's Dependent Coverage Mandate Reduce Financial Distress for Young Adults?
We analyze whether the passage of the Affordable Care Act's dependent coverage mandate in 2010 reduced financial distress for young adults. U sing nationally representative, anonymized consumer credit report information, we find that young adults covered by the mandate lowered their past due debt, had fewer delinquencies, and had a reduced probability of filing for bankruptcy. These effects are stronger in geographic areas that experienced higher uninsured rates for young adults prior to the mandate's implementation. Our estimates also show that some improvements are transitory because they ...
Working Paper
IDENTITY THEFT AS A TEACHABLE MOMENT
SUPERCEDES 14-28. This paper examines how a negative shock to the security of personal finances due to severe identity theft changes consumer credit behavior. Using a unique data set of linked consumer credit data and alerts indicating identity theft, we show that the immediate effects of fraud on consumers are typically negative, small, and transitory. After those immediate effects fade, identity theft victims experience persistent, positive changes in credit characteristics, including improved risk scores (indicating lower default risk). We argue that these changes are consistent with ...
Working Paper
Decomposing Gender Differences in Bankcard Credit Limits
In this paper, we examine if there are gender differences in total bankcard limits by utilizing a data set that links mortgage applicant information with individual-level credit bureau data from 2006 to 2016. We document that after controlling for credit score, income, and demographic characteristics, male borrowers on average have higher total bankcard limits than female borrowers. Using a standard Kitagawa-Oaxaca-Blinder decomposition, we find that 87 percent of the gap is explained by differences in the effect of observed characteristics between male and female borrowers, while ...
Working Paper
I've Got 99 Problems But a Bill Ain't One: Hospital Billing Caps and Financial Distress in California
We examine the financial consequences of the 2007 California Fair Pricing Law (FPL), a law that places a price ceiling on hospital bills for uninsured and financially vulnerable individuals. Using difference-in difference-in-differences models, we exploit cross-sectional variation in exposure to the law to estimate the causal effects of the FPL on different measures of financial distress. We find that the law reduces the medical and non-medical debt burden of individuals targeted by the law, with the likelihood of incurring non-medical debt in collections declining by 14.5 percent and the ...
Working Paper
Decomposing Gender Differences in Bankcard Credit Limits
Using linked mortgage application and credit bureau data, we document the existence of unconditional and conditional gender gaps in the distribution of total bankcard limits. We estimate that male borrowers have approximately $1,300 higher total bankcard limits than female borrowers. This gap is primarily driven by a large gender gap in the right tail of the limit distribution. At the median and in the left tail of the total limit distribution, women have larger limits than men. Results from a Kitagawa-Oaxaca-Blinder decomposition show that 87 percent of the gap is explained by differences in ...
Working Paper
Missouri’s Medicaid Contraction and Consumer Financial Outcomes
In July 2005, a set of cuts to Medicaid eligibility and coverage went into effect in the state of Missouri. These cuts resulted in the elimination of the Medical Assistance for Workers with Disabilities program, more stringent eligibility requirements, and less generous Medicaid coverage for those who retained their eligibility. Overall, these cuts removed about 100,000 Missourians from the program and reduced the value of the insurance for the remaining enrollees. Using data from the Medical Expenditure Panel Survey, we show how these cuts increased out-of-pocket medical spending for ...
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 ...