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Why Do Minority Men Earn Less? A Study of Wage Differentials among the Highly Educated

The Review of Economics and Statistics 2006 88(2), 300-313 open access
We estimate wage gaps using nonparametric matching methods and detailed measures of field of study for university graduates. We find a modest portion of the wage gap is the consequence of measurement error in the Census education measure. For Hispanic and Asian men, the remaining gap is attributable to premarket factors—primarily differences in formal education and English language proficiency. For black men, only about one-quarter of the wage gap is explained by these same factors. For a subsample of black men born outside the South to parents with some college education, these factors do account for the entire wage gap.

Is There a VA Advantage? Evidence from Dually Eligible Veterans

American Economic Review 2023 113(11), 3003-3043 open access
We study public versus private provision of health care for veterans aged 65 and older who may receive care provided by the US Department of Veterans Affairs (VA) and in private hospitals financed by Medicare. Utilizing the ambulance design of Doyle et al. (2015), we find that the VA reduces 28-day mortality by 46 percent (4.5 percentage points) and that these survival gains are persistent. The VA also reduces 28-day spending by 21 percent and delivers strikingly different reported services relative to private hospitals. We find suggestive evidence of complementarities between continuity of care, health IT, and integrated care.

Physician Incentives in Health Maintenance Organizations

Journal of Political Economy 2004 112(4), 915-931
Managed care organizations rely on incentives that encourage physicians to limit medical expenditures, but little is known about how physicians respond to these incentives. We address this issue by analyzing the physician incentive contracts in use at a health maintenance organization. By combining knowledge of the incentive contracts with internal company records, we examine how medical expenditures vary with the intensity of the incentive to cut costs. Our investigation leads us to a novel explanation for high‐powered group incentives: such incentives can improve efficiency in the allocation of resources when the allocation process is based on the professional judgment of multiple agents. Our empirical work indicates that medical expenditures at the HMO are 5 percent lower than they would have been in the absence of incentives.

Are Children “Normal”?

The Review of Economics and Statistics 2013 95(1), 21-33 open access
We examine Becker's (1960) contention that children are "normal." For the cross section of non-Hispanic white married couples in the U.S., we show that when we restrict comparisons to similarly-educated women living in similarly-expensive locations, completed fertility is positively correlated with the husband's income. The empirical evidence is consistent with children being "normal." In an effort to show causal effects, we analyze the localized impact on fertility of the mid-1970s increase in world energy prices - an exogenous shock that substantially increased men's incomes in the Appalachian coal-mining region. Empirical evidence for that population indicates that fertility increases in men's income.

The Impact of the Great Migration on Mortality of African Americans: Evidence from the Deep South

American Economic Review 2015 105(2), 477-503 open access
The Great Migration-the massive migration of African Americans out of the rural South to largely urban locations in the North, Midwest, and West-was a landmark event in U.S. HISTORY: Our paper shows that this migration increased mortality of African Americans born in the early twentieth century South. This inference comes from an analysis that uses proximity of birthplace to railroad lines as an instrument for migration.

Unhealthy Insurance Markets: Search Frictions and the Cost and Quality of Health Insurance

American Economic Review 2011 101(5), 1842-1871
We analyze the effect of search frictions in the market for commercial health insurance. Frictions increase insurance premiums (enough to transfer 13.2 percent of consumer surplus from fully insured employer groups to insurers—approximately $34.4 billion in 1997); and increase insurance turnover (by 64 percent for the average policy). This rent transfer harms consumers and—when combined with heightened turnover—reduces incentives to invest in future health. We also find that a publicly financed insurance option can improve the efficiency of private insurance markets by reducing search friction induced distortions in pricing and marketing efforts.

Monitoring, Motivation, and Management: The Determinants of Opportunistic Behavior in a Field Experiment

American Economic Review 2002 92(4), 850-873
Economic models of incentives in employment relationships are based on a specific theory of motivation: employees are “rational cheaters,” who anticipate the consequences of their actions and shirk when the marginal benefits exceed costs. We investigate the “rational cheater model” by observing how experimentally induced variation in monitoring of telephone call center employees influences opportunism. A significant fraction of employees behave as the “rational cheater model” predicts. A substantial proportion of employees, however, do not respond to manipulations in the monitoring rate. This heterogeneity is related to variation in employee assessments of their general treatment by the employer.