Problems with inferring causal relationships from nonexperimental data are briefly reviewed, and four broad classes of methods designed to allow estimation of and inference about causal parameters are described: panel regression, matching or reweighting, instrumental variables, and regression...

This paper presents the Economic Security Index (ESI), a new, more comprehensive measure of economic insecurity. By combining data from multiple surveys, we create an integrated measure of volatility in available household resources, accounting for fluctuations in income and out-of pocket...

Roughly one half of hospitals in the U.S. are in rural areas, yet researchers have largely studied the effects of hospital ownership in the urban context. We examine differences in the provision of profitable and unprofitable medical services in rural areas across nonprofit, for-profit, and...

Special problems arise when trying to do causal inference for binary regression with observational data; we will examine some of these problems and critically examine several common and not-so-common solutions.

Although cluster–robust standard errors are now recognized as essential in a panel-data context, official Stata only supports clusters that are nested within panels. This rules out the possibility of defining clusters in the time dimension, and modeling contemporaneous dependence of panel...

Immigration is transforming the U.S. labor force with important consequences for Social Security’s adequacy and finances. Using longitudinal data from the Survey of Income and Program Participation matched to rich administrative data on lifetime earnings and benefit receipt, we measure the...

We present a measure of income risk that decomposes income dynamics into long-run inequality, volatility (inter-temporal variability around individual-specific growth rates), and mobility risk (variation in individual-specific growth rates). We measure these income risk components in panel data...

This article presents the Economic Security Index (ESI), a new measure of economic insecurity. The ESI assesses the individual-level occurrence of substantial year-to-year declines in available household resources, accounting for fluctuations not only in income but also in out-of-pocket medical...

This paper presents the Economic Security Index (ESI), a new, more comprehensive measure of economic insecurity. By combining data from multiple surveys, we create an integrated measure of volatility in available household resources, accounting for fluctuations in income and out-of-pocket...

type="main" <p>This article presents the Economic Security Index (ESI), a new measure of economic insecurity. The ESI assesses the individual-level occurrence of substantial year-to-year declines in available household resources, accounting for fluctuations not only in income but also in...</p>