A Longitudinal Analysis of Entries and Exits of the Low-Income Elderly to and from the Supplemental Security Income Program
This paper is the first to analyze eligibility and participation spells and estimate dynamic models of SSI participation by the aged. We first describe eligibility and participation spells and estimate competing-risk models of the determinants of transitions. Next, we present evidence of extensive measurement error in the expected SSI benefit and the associated imputed eligibility status of sample members. We compare and contrast two approaches to ameliorating this error. A cross-section approach exploits self-reports of participants’ benefits, and a longitudinal approach makes inferences from time variation in the computed benefit. We find that the hazard model estimates vary little with regard to whether or which particular measurement error correction is employed. Finally, the longitudinal patterns of eligibility and participation suggest that take-up rates among the persistently eligible are nearly 80 percent.
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- Hernandez, Monica & Pudney, Stephen, 2006.
"Measurement error in models of welfare participation,"
ISER Working Paper Series
2006-29, Institute for Social and Economic Research.
- Hernandez, Monica & Pudney, Stephen, 2007. "Measurement error in models of welfare participation," Journal of Public Economics, Elsevier, vol. 91(1-2), pages 327-341, February.
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- Jacob Alex Klerman & Steven J. Haider, 2004. "A Stock-Flow Analysis of the Welfare Caseload," Journal of Human Resources, University of Wisconsin Press, vol. 39(4).
- Steven Haider & Jacob Alex Klerman, 2003.
"Dynamic Properties of the Welfare Caseload,"
03-08, RAND Corporation.
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