Models for the Analysis of Labor Force Dynamics
This paper presents new econometric methods for the empirical analysis of individual labor market histories. The techniques developed here extend previous work on continuous time models in four ways: (1) A structural economic interpretation of these models is presented. (2) Time varying explanatory variables are introduced into the analysis in a general way. (3) Unobserved heterogeneity components are permitted to be correlated across spells. (4) A flexible model of duration dependence is presented that accommodates many previous models as a special case and that permits tests among competing specifications within a unified framework. We contrast our methods with more conventional discrete time and regression procedures. The parameters of continuous time models are in- variant to the sampling time unit used to record observations. Problems plague the regression approach to analyzing duration data which do not plague the likelihood approach advocated in this paper. The regression approach cannot be readily adopted to accommodate time varying explanatory variables. The functional forms of regression functions depend on the time paths of the explanatory variables. Ad hoc solutions to this problem can make exogenous variables endogenous to the model and so can induce simultaneous equations bias. Two sets of empirical results are presented. A major conclusion of the first analysis is that the discrete time Markov model widely used in labor market analysis is inconsistent with the data. The second set of empirical results is a test of the hypothesis that "unemployment" and "out of the labor force" are behaviorally different labor market states. Contrary to recent claims, we find that they are separate states for our sample of young men.
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| Length: | |
| Date of creation: | Feb 1982 |
| Publication status: | published as Flinn, C. and J. Heckman. "New Methods For Analyzing Structural Models Of Labor Force Dynamics," Journal of Econometrics, 1982, v18(1), 115-168. |
| Handle: | RePEc:nbr:nberwo:0857 |
| Note: | LS |
| Contact details of provider: | Postal: National Bureau of Economic Research, 1050 Massachusetts Avenue Cambridge, MA 02138, U.S.A. Phone: 617-868-3900 Web page: http://www.nber.org Email: More information through EDIRC
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References listed on IDEAS
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.:
- Jovanovic, Boyan, 1979.
"Job Matching and the Theory of Turnover,"
Journal of Political Economy,
University of Chicago Press, vol. 87(5), pages 972-990, October.
- Thomas Sargent, "undated". "Matlab code for Jovanovic's matching model," QM&RBC Codes 24, Quantitative Macroeconomics & Real Business Cycles.
- Kim B. Clark & Lawrence H. Summers, 1982. "The Dynamics of Youth Unemployment," NBER Chapters,in: The Youth Labor Market Problem: Its Nature, Causes, and Consequences, pages 199-234 National Bureau of Economic Research, Inc.
- Kim B. Clark & Lawrence H. Summers, 1978. "The Dynamics of Youth Unemployment," NBER Working Papers 0274, National Bureau of Economic Research, Inc.
- Lucas, Robert E, Jr, 1978. "Unemployment Policy," American Economic Review, American Economic Association, vol. 68(2), pages 353-357, May.
- Burton Singer & Seymour Spilerman, 1976. "Some Methodological Issues in the Analysis of Longitudinal Surveys," NBER Chapters,in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 447-474 National Bureau of Economic Research, Inc.
- S. C. Salop, 1973. "Systematic Job Search and Unemployment," Review of Economic Studies, Oxford University Press, vol. 40(2), pages 191-201.
- Stephen T. Marston, 1976. "Employment Instability and High Unemployment Rates," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 7(1), pages 169-210.
- Joanne Salop & Steven Salop, 1976. "Self-Selection and Turnover in the Labor Market," The Quarterly Journal of Economics, Oxford University Press, vol. 90(4), pages 619-627.
- Gronau, Reuben, 1971. "Information and Frictional Unemployment," American Economic Review, American Economic Association, vol. 61(3), pages 290-301, June.
- Joanne Salop & Steven C. Salop, 1976. "Self-selection and turnover in the labor market," Special Studies Papers 80, Board of Governors of the Federal Reserve System (U.S.). Full references (including those not matched with items on IDEAS)
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