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Joint estimation of sequential labor force participation and fertility decisions using Markov chain Monte Carlo techniques

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  • Hielke Buddelmeyer
  • Kenneth Troske

Abstract

Three basic mechanisms are behind the statistical relationship between fertility decisions and labor force participation decisions. 1) Causal direct effect: the time spent in child-care reduces the labor market effort leading to a temporary drop in post-birth labor force participation. 2) Causal indirect effect: the time spent out of labor market while on maternity leave alters women’s participation experience and, thus, indirectly affect both pre- and post-birth participation behavior. In the post-birth period, the indirect effect will compound the direct effect. The sign of the indirect effect in the pre-birth period is ambiguous. 3) Unobserved heterogeneity: Differences in tastes for work and family structure may induce a correlation between participation and fertility decisions throughout lifetime. They may further induce differences in pre-market human capital investments and, thus, affect labor market outcomes. This paper proposes a model that disentangles these three mechanisms and evaluates their relative importance. Sequential participation and fertility decisions are jointly modeled. Participation decisions on a three-state space - employed full-time, employed part-time, not employed – and dichotomous fertility decisions are represented by a multivariate probit model with a general correlation structure. The model allows for a high degree of flexibility in modeling the correlation between labor force participation and fertility decisions and the dependence of sequential decisions. We estimate this model using data from the 1979 National Longitudinal Survey of Youth. The estimation is performed using Markov chain Monte Carlo methods.

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Bibliographic Info

Paper provided by Econometric Society in its series Econometric Society 2004 North American Winter Meetings with number 334.

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Date of creation: 11 Aug 2004
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Handle: RePEc:ecm:nawm04:334

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Keywords: Fertility decisions; Labor force participation; Multivariate probit; markov chain monte carlo;

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  1. Geweke, John, 1989. "Bayesian Inference in Econometric Models Using Monte Carlo Integration," Econometrica, Econometric Society, vol. 57(6), pages 1317-39, November.
  2. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-95, November.
  3. Arellano, M. & Honore, B., 2000. "Panel Data Models: Some Recent Developments," Papers 0016, Centro de Estudios Monetarios Y Financieros-.
  4. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-75, March.
  5. James J. Heckman & Robert J. Willis, 1975. "A Beta-Logistic Model for the Analysis of Sequential Labor Force Participation by Married Women," NBER Working Papers 0112, National Bureau of Economic Research, Inc.
  6. McCulloch, Robert & Rossi, Peter E., 1994. "An exact likelihood analysis of the multinomial probit model," Journal of Econometrics, Elsevier, vol. 64(1-2), pages 207-240.
  7. Geweke, John & Keane, Michael, 2001. "Computationally intensive methods for integration in econometrics," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 56, pages 3463-3568 Elsevier.
  8. Mortensen, Dale T., 1987. "Job search and labor market analysis," Handbook of Labor Economics, in: O. Ashenfelter & R. Layard (ed.), Handbook of Labor Economics, edition 1, volume 2, chapter 15, pages 849-919 Elsevier.
  9. Daniel Powers & James Cherng-Tay Hsueh, 1997. "Sibling models of socioeconomic effects on the timing of first premarital birth," Demography, Springer, vol. 34(4), pages 493-511, November.
  10. Bo E. Honoré & Ekaterini Kyriazidou, 2000. "Panel Data Discrete Choice Models with Lagged Dependent Variables," Econometrica, Econometric Society, vol. 68(4), pages 839-874, July.
  11. M Arellano & O Bover, 1990. "Another Look at the Instrumental Variable Estimation of Error-Components Models," CEP Discussion Papers dp0007, Centre for Economic Performance, LSE.
  12. C. Russell Hill & Frank P. Stafford, 1980. "Parental Care of Children: Time Diary Estimates of Quantity, Predictability, and Variety," Journal of Human Resources, University of Wisconsin Press, vol. 15(2), pages 219-239.
  13. Daniel Aaronson, 1998. "Using Sibling Data to Estimate the Impact of Neighborhoods on Children's Educational Outcomes," Journal of Human Resources, University of Wisconsin Press, vol. 33(4), pages 915-946.
  14. Alice Nakamura & Masao Nakamura, 1994. "Predicting Female Labor Supply: Effects of Children and Recent Work Experience," Journal of Human Resources, University of Wisconsin Press, vol. 29(2), pages 304-327.
  15. Keane, Michael P, 1994. "A Computationally Practical Simulation Estimator for Panel Data," Econometrica, Econometric Society, vol. 62(1), pages 95-116, January.
  16. Carrasco, R., 1998. "Binary Choice with Binary Endogenous Regressors in Panel Data: Estimating the Effect of Fertility on Female Labour Participation," Papers 9805, Centro de Estudios Monetarios Y Financieros-.
  17. Altonji, Joseph G. & Blank, Rebecca M., 1999. "Race and gender in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 48, pages 3143-3259 Elsevier.
  18. Blank, Rebecca M, 1989. "The Role of Part-Time Work in Women's Labor Market Choices over Time," American Economic Review, American Economic Association, vol. 79(2), pages 295-99, May.
  19. Christopher J. Ruhm, 2000. "Parental Employment and Child Cognitive Development," NBER Working Papers 7666, National Bureau of Economic Research, Inc.
  20. Hsiao, C. & Appelbe, T.W. & Dineen, C.R., 1992. "A General Framework for Panel Data Models with an Application to Canadian Customer-Dialed Long Distance Telephone Service," Papers 90-92-15, California Irvine - School of Social Sciences.
  21. Browning, Martin, 1992. "Children and Household Economic Behavior," Journal of Economic Literature, American Economic Association, vol. 30(3), pages 1434-75, September.
  22. Gronau, Reuben, 1973. "The Effect of Children on the Housewife's Value of Time," Journal of Political Economy, University of Chicago Press, vol. 81(2), pages S168-99, Part II, .
  23. Jacob Mincer & Solomon Polachek, 1974. "Family Investments in Human Capital: Earnings of Women," NBER Chapters, in: Marriage, Family, Human Capital, and Fertility, pages 76-110 National Bureau of Economic Research, Inc.
  24. Jane Waldfogel & Wen-Jui Han & Jeanne Brooks-Gunn, 2002. "The effects of early maternal employment on child cognitive development," Demography, Springer, vol. 39(2), pages 369-392, May.
  25. Jacob Mincer, 1962. "Labor Force Participation of Married Women: A Study of Labor Supply," NBER Chapters, in: Aspects of Labor Economics, pages 63-106 National Bureau of Economic Research, Inc.
  26. Heckman, James J. & Robb, Richard Jr., 1985. "Alternative methods for evaluating the impact of interventions : An overview," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 239-267.
  27. Rosenzweig, Mark R & Wolpin, Kenneth I, 1980. "Life-Cycle Labor Supply and Fertility: Causal Inferences from Household Models," Journal of Political Economy, University of Chicago Press, vol. 88(2), pages 328-48, April.
  28. Folbre, Nancy, 1994. "Children as Public Goods," American Economic Review, American Economic Association, vol. 84(2), pages 86-90, May.
  29. Arleen Leibowitz & Jacob Alex Klerman & Linda J. Waite, 1992. "Employment of New Mothers and Child Care Choice: Differences by Children's Age," Journal of Human Resources, University of Wisconsin Press, vol. 27(1), pages 112-133.
  30. Jacob Mincer & Solomon Polacheck, 1974. "Family Investments in Human Capital: Earnings of Women," NBER Chapters, in: Economics of the Family: Marriage, Children, and Human Capital, pages 397-431 National Bureau of Economic Research, Inc.
  31. Chib, Siddhartha & Greenberg, Edward, 1995. "Hierarchical analysis of SUR models with extensions to correlated serial errors and time-varying parameter models," Journal of Econometrics, Elsevier, vol. 68(2), pages 339-360, August.
  32. Gianna Claudia Giannelli, 1996. "Women`s transitions in the labour market: A competing risks analysis on German panel data," Journal of Population Economics, Springer, vol. 9(3), pages 287-300.
  33. David S. Loughran & Julie M. Zissimopoulos, 2009. "Why Wait?: The Effect of Marriage and Childbearing on the Wages of Men and Women," Journal of Human Resources, University of Wisconsin Press, vol. 44(2).
  34. Ronsen, Marit & Sundstrom, Marianne, 1996. "Maternal Employment in Scandinavia: A Comparison of the After-Birth Employment Activity of Norwegian and Swedish Women," Journal of Population Economics, Springer, vol. 9(3), pages 267-85, August.
  35. Pesaran, M.H. & Smith, R., 1992. "Estimating Long-Run Relationships From Dynamic Heterogeneous Panels," Cambridge Working Papers in Economics 9215, Faculty of Economics, University of Cambridge.
  36. Balestra, Pietro & Negassi, Syoum, 1992. "A Random Coefficient Simultaneous Equation System with an Application to Direct Foreign Investment by French Firms," Empirical Economics, Springer, vol. 17(1), pages 205-20.
  37. William Axinn & Marin Clarkberg & Arland Thornton, 1994. "Family influences on family size preferences," Demography, Springer, vol. 31(1), pages 65-79, February.
  38. Joshua D. Angrist & William N. Evans, 1996. "Children and Their Parents' Labor Supply: Evidence from Exogenous Variation in Family Size," NBER Working Papers 5778, National Bureau of Economic Research, Inc.
  39. 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.
  40. Arellano, Manuel & Bond, Stephen, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Wiley Blackwell, vol. 58(2), pages 277-97, April.
  41. Geweke, John F. & Keane, Michael P. & Runkle, David E., 1997. "Statistical inference in the multinomial multiperiod probit model," Journal of Econometrics, Elsevier, vol. 80(1), pages 125-165, September.
  42. Arellano, M & Carrasco, R, 1996. "Binary Choice Panel Data Models with Predetermined Variables," Papers 9618, Centro de Estudios Monetarios Y Financieros-.
  43. Chamberlain, Gary, 1984. "Panel data," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 22, pages 1247-1318 Elsevier.
  44. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
  45. David Shapiro & Frank L. Mott, 1994. "Long-Term Employment and Earnings of Women in Relation to Employment Behavior Surrounding the First Birth," Journal of Human Resources, University of Wisconsin Press, vol. 29(2), pages 248-275.
  46. Ondrich, Jan & Spiess, C Katharina & Yang, Qing, 1996. "Barefoot and in a German Kitchen: Federal Parental Leave and Benefit Policy and the Return to Work after Childbirth in Germany," Journal of Population Economics, Springer, vol. 9(3), pages 247-66, August.
  47. Francis Vella & Marno Verbeek, 1998. "Whose wages do unions raise? A dynamic model of unionism and wage rate determination for young men," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 13(2), pages 163-183.
  48. R. Haurin & Frank Mott, 1990. "Adolescent sexual activity in the family context: The impact of older siblings," Demography, Springer, vol. 27(4), pages 537-557, November.
  49. Kelejian, Harry H, 1974. "Random Parameters in a Simultaneous Equation Framework: Identification and Estimation," Econometrica, Econometric Society, vol. 42(3), pages 517-27, May.
  50. Evelyn L. Lehrer, 1992. "The Impact of Children on Married Women's Labor Supply: Black-White Differentials Revisited," Journal of Human Resources, University of Wisconsin Press, vol. 27(3), pages 422-444.
  51. Jacob Mincer & Solomon Polachek, 1978. "An Exchange: The Theory of Human Capital and the Earnings of Women: Women's Earnings Reexamined," Journal of Human Resources, University of Wisconsin Press, vol. 13(1), pages 118-134.
  52. Voicu, Alexandru & Buddelmeyer, Hielke, 2003. "Children and Women's Participation Dynamics: Transitory and Long-Term Effects," IZA Discussion Papers 729, Institute for the Study of Labor (IZA).
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Cited by:
  1. Fitzenberger, Bernd & Sommerfeld, Katrin & Steffes, Susanne, 2013. "Causal effects on employment after first birth — A dynamic treatment approach," Labour Economics, Elsevier, vol. 25(C), pages 49-62.
  2. Elena Bardasi & Chiara Monfardini, 2005. "Women's Employment, Children and Transition An Empirical Analysis on Poland," CHILD Working Papers wp07_05, CHILD - Centre for Household, Income, Labour and Demographic economics - ITALY.
  3. Troske, Kenneth & Voicu, Alexandru, 2009. "The Effect of the Timing and Spacing of Births on the Level of Labor Market Involvement of Married Women," IZA Discussion Papers 4417, Institute for the Study of Labor (IZA).
  4. Xiaoyan Chen Youderian, 2014. "The motherhood wage penalty and non-working women," Economics Bulletin, AccessEcon, vol. 34(2), pages 757-765.

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