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Fertility and Female Employment Dynamics in Europe: The Effect of Using Alternative Econometric Modeling Assumptions

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  • Michaud, Pierre-Carl

    (HEC Montreal)

  • Tatsiramos, Konstantinos

    (University of Luxembourg)

Abstract

We investigate the direct and long-run effects of fertility on employment in Europe estimating dynamic models of labor supply under different assumptions regarding the exogeneity of fertility and modeling assumptions related to initial conditions, unobserved heterogeneity and serial correlation in the error terms. We find overall large direct and long-run effects of giving birth on employment probabilities, and these effects differ considerably across countries. We find that within countries the results are sensitive to the statistical assumption made on initial conditions, the inclusion of serial correlation and the assumption of strict exogeneity of children. However, the pattern across countries is robust to these assumptions. We show that such patterns are largely consistent with prevailing institutional differences related to the flexibility of the labor markets and family policies.

Suggested Citation

  • Michaud, Pierre-Carl & Tatsiramos, Konstantinos, 2008. "Fertility and Female Employment Dynamics in Europe: The Effect of Using Alternative Econometric Modeling Assumptions," IZA Discussion Papers 3853, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp3853
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    1. Jeffrey M. Wooldridge, 2005. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 39-54, January.
    2. Hotz, V Joseph & Miller, Robert A, 1988. "An Empirical Analysis of Life Cycle Fertility and Female Labor Supply," Econometrica, Econometric Society, vol. 56(1), pages 91-118, January.
    3. Rob Alessie & Stefan Hochguertel & Arthur van Soest, 2004. "Ownership of Stocks and Mutual Funds: A Panel Data Analysis," The Review of Economics and Statistics, MIT Press, vol. 86(3), pages 783-796, August.
    4. Pietro Garibaldi & Etienne Wasmer, 2004. "Raising Female Employment: Reflections and Policy Tools," Journal of the European Economic Association, MIT Press, vol. 2(2-3), pages 320-330, 04/05.
    5. Marco Francesconi, 2002. "A Joint Dynamic Model of Fertility and Work of Married Women," Journal of Labor Economics, University of Chicago Press, vol. 20(2), pages 336-380, Part.
    6. Carrasco, Raquel, 2001. "Binary Choice with Binary Endogenous Regressors in Panel Data: Estimating the Effect of Fertility on Female Labor Participation," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(4), pages 385-394, October.
    7. Browning, Martin, 1992. "Children and Household Economic Behavior," Journal of Economic Literature, American Economic Association, vol. 30(3), pages 1434-1475, September.
    8. Hajivassiliou, Vassilis & McFadden, Daniel & Ruud, Paul, 1996. "Simulation of multivariate normal rectangle probabilities and their derivatives theoretical and computational results," Journal of Econometrics, Elsevier, vol. 72(1-2), pages 85-134.
    9. Angrist, Joshua D & Evans, William N, 1998. "Children and Their Parents' Labor Supply: Evidence from Exogenous Variation in Family Size," American Economic Review, American Economic Association, vol. 88(3), pages 450-477, June.
    10. Heckman, James J & Willis, Robert J, 1977. "A Beta-logistic Model for the Analysis of Sequential Labor Force Participation by Married Women," Journal of Political Economy, University of Chicago Press, vol. 85(1), pages 27-58, February.
    11. Carro, Jesus M., 2007. "Estimating dynamic panel data discrete choice models with fixed effects," Journal of Econometrics, Elsevier, vol. 140(2), pages 503-528, October.
    12. Del Boca, Daniela & Sauer, Robert M., 2009. "Life cycle employment and fertility across institutional environments," European Economic Review, Elsevier, vol. 53(3), pages 274-292, April.
    13. Nakamura, Alice & Nakamura, Masao, 1985. "Dynamic models of the labor force behavior of married women which can be estimated using limited amounts of past information," Journal of Econometrics, Elsevier, vol. 27(3), pages 273-298, March.
    14. James W. Albrecht & Per-Anders Edin & Marianne Sundström & Susan B. Vroman, 1999. "Career Interruptions and Subsequent Earnings: A Reexamination Using Swedish Data," Journal of Human Resources, University of Wisconsin Press, vol. 34(2), pages 294-311.
    15. 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.
    16. Heckman, James & Singer, Burton, 1984. "A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models for Duration Data," Econometrica, Econometric Society, vol. 52(2), pages 271-320, March.
    17. Wooldridge, Jeffrey M., 2000. "A framework for estimating dynamic, unobserved effects panel data models with possible feedback to future explanatory variables," Economics Letters, Elsevier, vol. 68(3), pages 245-250, September.
    18. Michael P. Keane & Kenneth I. Wolpin, 2002. "Estimating Welfare Effects Consistent with Forward-Looking Behavior. Part I: Lessons from a Simulation Exercise," Journal of Human Resources, University of Wisconsin Press, vol. 37(3), pages 570-599.
    19. Dean R. Hyslop, 1999. "State Dependence, Serial Correlation and Heterogeneity in Intertemporal Labor Force Participation of Married Women," Econometrica, Econometric Society, vol. 67(6), pages 1255-1294, November.
    20. Jacob Mincer, 1962. "Labor Force Participation of Married Women: A Study of Labor Supply," NBER Chapters, in: Aspects of Labor Economics, pages 63-105, National Bureau of Economic Research, Inc.
    21. Bratti, Massimiliano & Tatsiramos, Konstantinos, 2008. "Explaining How Delayed Motherhood Affects Fertility Dynamics in Europe," IZA Discussion Papers 3907, Institute of Labor Economics (IZA).
    22. Kenneth Y. Chay & Dean R. Hyslop, 2014. "Identification and Estimation of Dynamic Binary Response Panel Data Models: Empirical Evidence Using Alternative Approaches," Research in Labor Economics, in: Safety Nets and Benefit Dependence, volume 39, pages 1-39, Emerald Group Publishing Limited.
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    More about this item

    Keywords

    intertemporal labor supply; female employment; fertility; initial conditions; dynamic binary choice models;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply

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