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The Employment Dynamics of Disadvantaged Women: Evidence from the SIPP

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  • John C. Ham
  • Xianghong Li
  • Lara D. Shore-Sheppard

Abstract

Understanding the employment dynamics of disadvantaged families is increasingly important. We estimate duration models describing these dynamics for disadvantaged single mothers and use them to conduct a rich set of counterfactual analyses. We use a misreporting model to correct for "seam bias," the problem that too many transitions are reported between reference periods in panel data. We find effects of demographics, minimum wages, unemployment rates, and maximum welfare benefits, but not policy changes introduced through state welfare waivers, on employment dynamics. We find that two commonly used ad hoc methods of addressing seam bias perform substantially worse than our approach.

Suggested Citation

  • John C. Ham & Xianghong Li & Lara D. Shore-Sheppard, 2016. "The Employment Dynamics of Disadvantaged Women: Evidence from the SIPP," Journal of Labor Economics, University of Chicago Press, vol. 34(4), pages 899-944.
    • Handle: RePEc:ucp:jlabec:doi:10.1086/686274
    DOI: 10.1086/686274
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    1. Sarah Hamersma, 2011. "Why Don'T Eligible Firms Claim Hiring Subsidies? The Role Of Job Duration," Economic Inquiry, Western Economic Association International, vol. 49(3), pages 916-934, July.
    2. Aderonke Osikominu, 2013. "Quick Job Entry or Long-Term Human Capital Development? The Dynamic Effects of Alternative Training Schemes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(1), pages 313-342.
    3. David Card & Dean R. Hyslop, 2005. "Estimating the Effects of a Time-Limited Earnings Subsidy for Welfare-Leavers," Econometrica, Econometric Society, vol. 73(6), pages 1723-1770, November.
    4. McCall, Brian P., 1996. "The Identifiability of the Mixed Proportional Hazards Model with Time-Varying Coefficients," Econometric Theory, Cambridge University Press, vol. 12(4), pages 733-738, October.
    5. Jeffrey Grogger, 2004. "Welfare transitions in the 1990s: The economy, welfare policy, and the EITC," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 23(4), pages 671-695.
    6. Goudreau, Karen & Oberheu, Howard & Vaughan, Denton, 1984. "An Assessment of the Quality of Survey Reports of Income from the Aid to Families with Dependent Children (AFDC) Program," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(2), pages 179-186, April.
    7. Ham, John C & LaLonde, Robert J, 1996. "The Effect of Sample Selection and Initial Conditions in Duration Models: Evidence from Experimental Data on Training," Econometrica, Econometric Society, vol. 64(1), pages 175-205, January.
    8. Micklewright, John & Nagy, Gyula, 2005. "Job Search Monitoring and Unemployment Duration in Hungary: Evidence from a Randomised Control Trial," IZA Discussion Papers 1839, Institute of Labor Economics (IZA).
    9. Rebecca M. Blank & Patricia Ruggles, 1996. "When Do Women Use Aid to Families with Dependent Children and Food Stamps? The Dynamics of Eligibility Versus Participation," Journal of Human Resources, University of Wisconsin Press, vol. 31(1), pages 57-89.
    10. Ham, John C. & Shore-Sheppard, Lara, 2005. "The effect of Medicaid expansions for low-income children on Medicaid participation and private insurance coverage: evidence from the SIPP," Journal of Public Economics, Elsevier, vol. 89(1), pages 57-83, January.
    11. Curtis Eberwein & John C. Ham & Robert J. Lalonde, 1997. "The Impact of Being Offered and Receiving Classroom Training on the Employment Histories of Disadvantaged Women: Evidence from Experimental Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 655-682.
    12. David C. Ribar, 2005. "Transitions from Welfare and the Employment Prospects of Low-Skill Workers," Southern Economic Journal, John Wiley & Sons, vol. 71(3), pages 514-533, January.
    13. Gregory Acs & Katherin Ross Phillips & Sandi Nelson, 2005. "The Road Not Taken? Changes in Welfare Entry During the 1990s," Social Science Quarterly, Southwestern Social Science Association, vol. 86(s1), pages 1060-1079, December.
    14. Heckman, James J. & Singer, Burton, 1984. "Econometric duration analysis," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 63-132.
    15. Ham, John C & Svejnar, Jan & Terrell, Katherine, 1998. "Unemployment and the Social Safety Net during Transitions to a Market Economy: Evidence from the Czech and Slovak Republics," American Economic Review, American Economic Association, vol. 88(5), pages 1117-1142, December.
    16. repec:adr:anecst:y:1999:i:55-56:p:09 is not listed on IDEAS
    17. Rebecca M. Blank, 2002. "Evaluating Welfare Reform in the United States," Journal of Economic Literature, American Economic Association, vol. 40(4), pages 1105-1166, December.
    18. Ridder, G, 1986. "An Event History Approach to the Evaluation of Training, Recruitment and Employment Programmes," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 1(2), pages 109-126, April.
    19. James Annable, 1984. "Analysis," Challenge, Taylor & Francis Journals, vol. 27(2), pages 59-61, May.
    20. Flinn, C. & Heckman, J., 1982. "New methods for analyzing structural models of labor force dynamics," Journal of Econometrics, Elsevier, vol. 18(1), pages 115-168, January.
    21. Jason Abrevaya & Jerry A. Hausman, 1999. "Semiparametric Estimation with Mismeasured Dependent Variables: An Application to Duration Models for Unemployment Spells," Annals of Economics and Statistics, GENES, issue 55-56, pages 243-275.
    22. Per Johansson & Per Skedinger, 2009. "Misreporting in register data on disability status: evidence from the Swedish Public Employment Service," Empirical Economics, Springer, vol. 37(2), pages 411-434, October.
    23. Fitzgerald John M, 2004. "Measuring the Impact of Welfare Benefits on Welfare Durations: State Stratified Partial Likelihood and Fixed Effect Approaches," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 4(1), pages 1-20, February.
    24. Michael P. Keane & Kenneth I. Wolpin, 2002. "Estimating Welfare Effects Consistent with Forward-Looking Behavior. Part II: Empirical Results," Journal of Human Resources, University of Wisconsin Press, vol. 37(3), pages 600-622.
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    Cited by:

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    3. Li, Xianghong & Zhao, Xinlei, 2016. "Strategic Default Induced by Loan Modification Programs," MPRA Paper 73594, University Library of Munich, Germany.
    4. David Powell, 2020. "Does Labor Supply Respond to Transitory Income? Evidence from the Economic Stimulus Payments of 2008," Journal of Labor Economics, University of Chicago Press, vol. 38(1), pages 1-38.
    5. Stephanie Riegg Cellini & Signe-Mary McKernan & Caroline Ratcliffe, 2008. "The dynamics of poverty in the United States: A review of data, methods, and findings," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 27(3), pages 577-605.
    6. Marco Angrisani & Arie Kapteyn & Scott Schuh, 2014. "Measuring Household Spending and Payment Habits: The Role of "Typical" and "Specific" Time Frames in Survey Questions," NBER Chapters, in: Improving the Measurement of Consumer Expenditures, pages 414-440, National Bureau of Economic Research, Inc.
    7. Ham, John C. & Weinberg, Bruce A., 2017. "Novelty, Knowledge Spillovers and Innovation: Evidence from Nobel Laureates," GLO Discussion Paper Series 30, Global Labor Organization (GLO).
    8. Michelle S. Goeree & John C. Ham & Daniela Iorio, 2009. "Caught in the Bulimic Trap? Socioeconomic Status, State Dependence, and Unobserved Heterogeneity," Working Papers 386, Barcelona School of Economics.
    9. Asli Beyhan Acar & Mine Afacan Findikli, 2020. "Employment of disadvantaged groups in OECD countries: A comparative study with MDS analysis," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 9(4), pages 330-342, July.
    10. Ham, John C. & Woutersen, Tiemen, 2011. "Calculating Confidence Intervals for Continuous and Discontinuous Functions of Estimated Parameters," IZA Discussion Papers 5816, Institute of Labor Economics (IZA).

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