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Labor Supply as a Choice Among Latent Jobs: Unobserved Heterogeneity and Identification

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  • John K. Dagsvik
  • Zhiyang Jia

Abstract

This paper discusses aspects of a modeling framework in which the notion of job choice is fundamental. In this framework, workers are assumed to have preferences over latent job opportunities belonging to worker‐specific choice sets from which they choose their preferred job. The main contribution of this paper is an analysis of the identification problem under various conditions, when conventional cross‐section micro‐data are applied. The modeling framework is applied to analyze labor supply behavior for married/cohabiting couples using Norwegian micro data. Based on the empirical model, we discuss further qualitative properties of the model and simulation of counterfactual policy reforms. Copyright © 2015 John Wiley & Sons, Ltd.

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  • John K. Dagsvik & Zhiyang Jia, 2016. "Labor Supply as a Choice Among Latent Jobs: Unobserved Heterogeneity and Identification," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(3), pages 487-506, April.
    • Handle: RePEc:wly:japmet:v:31:y:2016:i:3:p:487-506
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    Cited by:

    1. Jia, Zhiyang & Vattø, Trine Engh, 2021. "Predicting the path of labor supply responses when state dependence matters," Labour Economics, Elsevier, vol. 71(C).
    2. Vidar Christiansen & Zhiyang Jia & Thor O. Thoresen, 2022. "Assessing income tax perturbations," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 29(2), pages 472-504, April.
    3. Dagsvik, John K. & Strøm, Steinar & Locatelli, Marilena, 2021. "Marginal compensated effects in discrete labor supply models," Journal of choice modelling, Elsevier, vol. 41(C).
    4. Slavko Bezeredi & Marko Ledić & Ivica Rubil & Ivica Urban, 2019. "Making work pay in Croatia: An ex-ante evaluation of two in-work benefits using miCROmod," International Journal of Microsimulation, International Microsimulation Association, vol. 12(3), pages 28-61.
    5. Thoresen, Thor O. & Vattø, Trine E., 2019. "An up-to-date joint labor supply and child care choice model," European Economic Review, Elsevier, vol. 112(C), pages 51-73.
    6. Bart Capéau & André Decoster & Stijn Van Houtven, 2024. "Piecemeal Modeling of the Effects of Joint Direct and Indirect Tax Reforms," Public Finance Review, , vol. 52(1), pages 111-149, January.
    7. Dagsvik, John K., 2018. "Invariance axioms and functional form restrictions in structural models," Mathematical Social Sciences, Elsevier, vol. 91(C), pages 85-95.
    8. Zhiyang Jia & Trine E. Vattø, 2016. "The path of labor supply adjustment. Sources of lagged responses to tax-benefit reforms," Discussion Papers 854, Statistics Norway, Research Department.
    9. Decoster, André & Capéau, Bart, 2016. "Getting tired of work, or re-tiring in absence of decent job opportunities? Some insights from an estimated Random Utility/Random Opportunity model on Belgian data," EUROMOD Working Papers EM4/16, EUROMOD at the Institute for Social and Economic Research.
    10. Ray Rees & Thor O. Thoresen & Trine E. Vattø, 2023. "Alternatives to Paying Child Benefit to the Rich: Means‐Testing or Higher Tax?," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 56(3), pages 328-354, September.
    11. John K. Dagsvik & Steinar Strøm, 2017. "Labor supply analysis with non-convex budget sets without the Hausman approach," Discussion Papers 857, Statistics Norway, Research Department.
    12. Dagsvik, John K, 2017. "Invariance Axioms and Functional Form Restrictions in Structural Models," Memorandum 08/2017, Oslo University, Department of Economics.
    13. John K. Dagsvik & Steinar Strom, 2022. "Aggregate marginal costs of public funds," Public Sector Economics, Institute of Public Finance, vol. 46(2), pages 239-260.

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    More about this item

    JEL classification:

    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply

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