Decision Structures and Discrete Choices: An Application to Labour Market Participation and Fertility
AbstractIn many published studies involving discrete class, a large class of models has been utilised without apparent consideration of either the statistical or the behavioural relationships that exist between different model structures. In this paper the authors consider a number of alternative ways of modelling systems of discrete choice. Joint labour force participation and the fertility decision problem are used as an example. The focus is on the outcome of two decisions: the decision to have children, and whether to work -- full-time, part-time, or not at all. Unlike the majority of work in this area, a class of discrete choice models is subjected to a series of non-nested tests.
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Bibliographic InfoPaper provided by Faculty of Economics, University of Cambridge in its series Cambridge Working Papers in Economics with number 0009.
Date of creation: Oct 2000
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Web page: http://www.econ.cam.ac.uk/index.htm
Discrete choice; Multinomial response; Bivariate models; Labour supply; Fertility; Nonnested tests;
Find related papers by JEL classification:
- C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
- C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
- J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth
- J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
This paper has been announced in the following NEP Reports:
- NEP-LAB-2000-11-20 (Labour Economics)
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Geoffrey Carliner & Christopher Robinson & Nigel Tomes, 1980. "Female Labour Supply and Fertility in Canada," Canadian Journal of Economics, Canadian Economics Association, vol. 13(1), pages 46-64, February.
- James J. Heckman & Robert J. Willis, 1974.
"Estimation of a Stochastic Model of Reproduction: An Econometric Approach,"
NBER Working Papers
0034, National Bureau of Economic Research, Inc.
- James J. Heckman & Robert. J. Willis, 1976. "Estimation of a Stochastic Model of Reproduction An Econometnc Approach," NBER Chapters, in: Household Production and Consumption, pages 99-146 National Bureau of Economic Research, Inc.
- Pesaran, B. & Pesaran, M.H., 1992. "A Non-Nested Test of Level-Differenced versus Log-Differenced Stationary Models," Cambridge Working Papers in Economics 9222, Faculty of Economics, University of Cambridge.
- John G. Cragg & Russell S. Uhler, 1970. "The Demand for Automobiles," Canadian Journal of Economics, Canadian Economics Association, vol. 3(3), pages 386-406, August.
- Victor R. Fuchs & Alan B. Krueger & James M. Poterba, 1998. "Economists' Views about Parameters, Values, and Policies: Survey Results in Labor and Public Economics," Journal of Economic Literature, American Economic Association, vol. 36(3), pages 1387-1425, September.
- White, Halbert, 1982. "Regularity conditions for cox's test of non-nested hypotheses," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 301-318, August.
- Willis, Robert J, 1973. "A New Approach to the Economic Theory of Fertility Behavior," Journal of Political Economy, University of Chicago Press, vol. 81(2), pages S14-64, Part II, .
- Browning, Martin, 1992. "Children and Household Economic Behavior," Journal of Economic Literature, American Economic Association, vol. 30(3), pages 1434-75, September.
- Melvyn Weeks, . "Testing Binomial and Multinomial Choice Models Using Cox's Non-Nested Test," Discussion Papers 95/45, Department of Economics, University of York.
- Moffitt, Robert, 1984. "Profiles of Fertility, Labour Supply and Wages of Married Women: A Complete Life-Cycle Model," Review of Economic Studies, Wiley Blackwell, vol. 51(2), pages 263-78, April.
- Weeks, M. & Orne, C., 1999. "The Statistical Relationship between Bivariate and Multinomial Choice Models," Cambridge Working Papers in Economics 9912, Faculty of Economics, University of Cambridge.
- Di Tommaso, Maria Laura, 1999. "A Trivariate Model of Participation, Fertility and Wages: The Italian Case," Cambridge Journal of Economics, Oxford University Press, vol. 23(5), pages 623-40, September.
- Anna Sibilla Francesca DE PAOLI, 2010.
"The effect of schooling on fertility, labor market participation and children?s outcomes, evidence from Ecuador,"
Departmental Working Papers
2010-30, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
- Anna de Paoli, 2011. "Education, Teenage Fertility and Labour Market Participation, Evidence from Ecuador," Development Working Papers 319, Centro Studi Luca d\'Agliano, University of Milano, revised 17 Oct 2011.
- Bratti, Massimiliano, 2002.
"Labour Force Participation and Marital Fertility of Italian Women: The Role of Education,"
Royal Economic Society Annual Conference 2002
34, Royal Economic Society.
- Massimiliano Bratti, 2003. "Labour force participation and marital fertility of Italian women: The role of education," Journal of Population Economics, Springer, vol. 16(3), pages 525-554, 08.
- Massimiliano BRATTI, 2001. "Labour Force Participation and Marital Fertility of Italian Women: The Role of Education," Working Papers 154, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
- Berg, Nathan, 2006. "Behavioral Labor Economics," MPRA Paper 26366, University Library of Munich, Germany.
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