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Caregiving and Labor Supply: New Evidence from Administrative Data

Journal of Labor Economics 2024 42(S1), S183-S218
A significant share of the rapidly growing demand for long-term care is met by family members, many of whom also work, and family caregiving has been shown to affect labor market outcomes. We use survey responses about family caregiving roles linked to administrative earnings records to estimate the employment trajectories of family caregivers over a 25-year period around the reported start of a caregiving episode. These trajectories vary significantly by gender. Relative to a matched comparison group, caregiving precipitates a drop in both earnings and employment for women, while men enter caregiving only after experiencing significant labor supply disruptions.

Disability Insurance and the Great Recession

American Economic Review 2015 105(5), 177-182
The US Social Security Disability Insurance (SSDI) program is designed to provide income support to workers who become unable to work because of a severe, long-lasting disability. In this study, we use administrative data to estimate the effect of labor market conditions, as measured by the unemployment rate, on the number of SSDI applications, the number and composition of initial allowances and denials, and the timing of applications relative to disability onset. We analyze the period of the Great Recession, and compare this period with business cycle effects over the past two decades, from 1992 through 2012.

Disability Insurance and Health Insurance Reform: Evidence from Massachusetts

American Economic Review 2014 104(5), 329-335 open access
As health insurance becomes available outside of the employment relationship as a result of the Affordable Care Act (ACA), the cost of applying for Social Security Disability Insurance (SSDI)—potentially going without health insurance coverage during a waiting period totaling 29 months from disability onset —will decline for many people with employer-sponsored health insurance. At the same time, the value of SSDI and Supplemental Security Income (SSI) participation will decline for individuals who otherwise lacked access to health insurance. We study the 2006 Massachusetts health insurance reform to estimate the potential effects of the ACA on SSDI and SSI applications.

Does Disability Insurance Receipt Discourage Work? Using Examiner Assignment to Estimate Causal Effects of SSDI Receipt

American Economic Review 2013 103(5), 1797-1829
We present the first causal estimates of the effect of Social Security Disability Insurance benefit receipt on labor supply using all program applicants. We use administrative data to match applications to disability examiners and exploit variation in examiners' allowance rates as an instrument for benefit receipt. We find that among the estimated 23 percent of applicants on the margin of program entry, employment would have been 28 percentage points higher had they not received benefits. The effect is heterogeneous, ranging from no effect for those with more severe impairments to 50 percentage points for entrants with relatively less severe impairments.

Does Medicare Save Lives?*

Quarterly Journal of Economics 2009 124(2), 597-636 open access
Health insurance characteristics shift at age 65 as most people become eligible for Medicare. We measure the impacts of these changes on patients who are admitted to hospitals through emergency departments for conditions with similar admission rates on weekdays and weekends. The age profiles of admissions and comorbidities for these patients are smooth at age 65, suggesting that the severity of illness is similar on either side of the Medicare threshold. In contrast, the number of procedures performed in hospitals and total list charges exhibit small but statistically significant discontinuities, implying that patients over 65 receive more services. We estimate a nearly 1-percentage-point drop in 7-day mortality for patients at age 65, equivalent to a 20% reduction in deaths for this severely ill patient group. The mortality gap persists for at least 9 months after admission.

Household portfolio choices, health status and health care systems: A cross-country analysis based on SHARE

Journal of Banking & Finance 2012 36(5), 1320-1335 open access
Health risk is increasingly viewed as an important form of background risk that affects household portfolio decisions. However, its role might be mediated by the presence of a protective full-coverage national health service that could reduce households’ probability of incurring current and future out-of-pocket medical expenditures. We use SHARE data to study the influence of current health status and future health risk on the decision to hold risky assets, across ten European countries with different health systems, each offering a different degree of protection against out-of-pocket medical expenditures. We find robust empirical evidence that perceived health status matters more than objective health status and, consistent with the theory of background risk, health risk affects portfolio choices only in countries with less protective health care systems. Furthermore, portfolio decisions consistent with background risk models are observed only with respect to middle-aged and highly-educated investors.

The Impact of Nearly Universal Insurance Coverage on Health Care Utilization: Evidence from Medicare

American Economic Review 2008 98(5), 2242-2258 open access
The onset of Medicare eligibility at age 65 leads to sharp changes in the health insurance coverage of the U.S. population. These changes lead to increases in the use of medical services, with a pattern of gains across socioeconomic groups that varies by type of service. While routine doctor visits increase more for groups that previously lacked insurance, hospital admissions for relatively expensive procedures like bypass surgery and joint replacement increase more for previously insured groups that are more likely to have supplementary coverage after 65, reflecting the relative generosity of their combined insurance package under Medicare.

The Value of Working Conditions in the United States and Implications for the Structure of Wages

American Economic Review 2023 113(7), 2007-2047 open access
We document variation in working conditions in the United States, present estimates of how workers value these conditions, and assess the impact of working conditions on estimates of wage inequality. We conduct a series of stated-preference experiments to estimate workers’ willingness to pay for a broad set of working conditions, which we validate with actual job choices. We find that working conditions vary substantially, play a significant role in job choice, and are central components of the compensation received by workers. We find that accounting for differences in preferences for working conditions often exacerbates wage differentials and intensifies measures of wage inequality.