Estimating Labor Supply Responses and Welfare Participation: Using a Natural Experiment to Validate a Structural Labor Supply Model
AbstractIn this paper, we formulate and estimate an economic model of labor supply and welfare participation. The model is estimated on data on single men from Quebec drawn from the 1986 Canadian Census. Budget sets for each work-welfare combination – accounting for income taxes, tax credits and welfare benefit rules – are derived using a microsimulation model. We validate our model by comparing reactions to a welfare reform that implied a dramatic increase in welfare benefits predicted by our model to those obtained by using a regression discontinuity approach. The results show that our model is capable of recovering actual changes in labor supply and welfare participation. We also show the advantage of having estimated a structural model by illustrating how labor supply and welfare participation change when benefit levels change.
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Bibliographic InfoPaper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 5718.
Length: 33 pages
Date of creation: May 2011
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Find related papers by JEL classification:
- J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
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- Kurowska, Anna & Myck, Michal & Wrohlich, Katharina, 2012.
"Family and Labor Market Choices: Requirements to Guide Effective Evidence-Based Policy,"
IZA Discussion Papers
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- Kabatek, J., 2013. "Iteration Capping For Discrete Choice Models Using the EM Algorithm," Discussion Paper 2013-019, Tilburg University, Center for Economic Research.
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- Thor O. Thoresen & Trine E. Vattø, 2013. "Validation of structural labor supply model by the elasticity of taxable income," Discussion Papers 738, Research Department of Statistics Norway.
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