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Different Modeling Strategies for Discrete Choice Models of Female Labour Supply: Estimates for Switzerland

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  • Reto Nyffeler

Abstract

In recent applications of discrete choice models of labour supply considerable attention has been devoted to strategies to increase the flexibility of models for a better fit to the data. These include the introduction of random parameters, fixed cost of work or flexible functional forms of preferences. Based on estimates of models of recent studies this paper compares these different modeling strategies. Results for Swiss data show that the traditional way to interpret fixed cost of work is ad hoc. Furthermore our results indicate that care should be taken when using very general function forms of preferences

Suggested Citation

  • Reto Nyffeler, 2005. "Different Modeling Strategies for Discrete Choice Models of Female Labour Supply: Estimates for Switzerland," Diskussionsschriften dp0508, Universitaet Bern, Departement Volkswirtschaft.
  • Handle: RePEc:ube:dpvwib:dp0508
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    1. Keane, Michael & Moffitt, Robert, 1998. "A Structural Model of Multiple Welfare Program Participation and Labor Supply," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(3), pages 553-589, August.
    2. Callan, T. & van Soest, A.H.O., 1994. "Family labour supply and taxes in Ireland," Other publications TiSEM f58e0a56-60c1-4f81-b11b-b, Tilburg University, School of Economics and Management.
    3. Brownstone, David & Train, Kenneth, 1998. "Forecasting new product penetration with flexible substitution patterns," Journal of Econometrics, Elsevier, vol. 89(1-2), pages 109-129, November.
    4. Apps, P. F. & Rees, R., 1996. "Labour supply, household production and intra-family welfare distribution," Journal of Public Economics, Elsevier, vol. 60(2), pages 199-219, May.
    5. van Soest, Arthur & Das, Marcel & Gong, Xiaodong, 2002. "A structural labour supply model with flexible preferences," Journal of Econometrics, Elsevier, vol. 107(1-2), pages 345-374, March.
    6. Alan Duncan & Mark N. Harris, 2002. "Simulating the Behavioural Effects of Welfare Reforms Among Sole Parents in Australia," The Economic Record, The Economic Society of Australia, vol. 78(242), pages 264-276, September.
    7. Dickens, William T & Lundberg, Shelly J, 1993. "Hours Restrictions and Labor Supply," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 34(1), pages 169-192, February.
    8. Soest, Arthur van & Kapteyn, Arie & Kooreman, Peter, 1993. "Coherency and regularity of demand systems with equality and inequality constraints," Journal of Econometrics, Elsevier, vol. 57(1-3), pages 161-188.
    9. Daniel McFadden & Kenneth Train, 2000. "Mixed MNL models for discrete response," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(5), pages 447-470.
    10. M. Keane & R. Mofitt, 1995. "A Structural Model of Multiple Welfare Program Participation and Labor Supply," Working Papers 95-4, Brown University, Department of Economics.
    11. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555.
    12. Chiappori, Pierre-Andre, 1988. "Rational Household Labor Supply," Econometrica, Econometric Society, vol. 56(1), pages 63-90, January.
    13. David Revelt & Kenneth Train, 1998. "Mixed Logit With Repeated Choices: Households' Choices Of Appliance Efficiency Level," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 647-657, November.
    14. Richard Blundell & Alan Duncan & Julian McCrae & Costas Meghir, 2000. "Evaluating In-Work Benefit Reform: The Working Families Tax Credit in the U.K," JCPR Working Papers 160, Northwestern University/University of Chicago Joint Center for Poverty Research.
    15. John Creedy & Alan Duncan, 2002. "Behavioural Microsimulation with Labour Supply Responses," Journal of Economic Surveys, Wiley Blackwell, vol. 16(1), pages 1-39, February.
    16. Arthur van Soest, 1995. "Structural Models of Family Labor Supply: A Discrete Choice Approach," Journal of Human Resources, University of Wisconsin Press, vol. 30(1), pages 63-88.
    17. Thomas MaCurdy & David Green & Harry Paarsch, 1990. "Assessing Empirical Approaches for Analyzing Taxes and Labor Supply," Journal of Human Resources, University of Wisconsin Press, vol. 25(3), pages 415-490.
    18. Pollak, Robert A, 1977. "Price Dependent Preferences," American Economic Review, American Economic Association, vol. 67(2), pages 64-75, March.
    19. Duncan, Alan & Harris, Mark N, 2002. "Simulating the Behavioural Effects of Welfare Reforms among Sole Parents in Australia," The Economic Record, The Economic Society of Australia, vol. 78(242), pages 264-276, September.
    20. Gerfin, Michael, 1993. "A Simultaneous Discrete Choice Model of Labor Supply and Wages for Married Women in Switzerland," Empirical Economics, Springer, vol. 18(2), pages 337-356.
    21. repec:hoo:wpaper:e-90-11 is not listed on IDEAS
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    Cited by:

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    2. Bessho, Shun-ichiro & Hayashi, Masayoshi, 2014. "Intensive margins, extensive margins, and spousal allowances in the Japanese system of personal income taxes: A discrete choice analysis," Journal of the Japanese and International Economies, Elsevier, vol. 34(C), pages 162-178.

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    More about this item

    Keywords

    multinomial logit; household labour supply; taxation; microsimulation;
    All these keywords.

    JEL classification:

    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
    • H31 - Public Economics - - Fiscal Policies and Behavior of Economic Agents - - - Household
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply

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