The Accuracy of Predicted Wages of the Non-Employed and Implications for Policy Simulations from Structural Labour Supply Models
We examine the accuracy of predicted wages for the non-employed. We argue that unemployment, marginal attachment, and not in the labour force are three distinct states. Using panel data from Australia, we test the accuracy of predicted wages for these three groups of non-employed using sample selection models. Focusing on those individuals who subsequently enter employment, we find that predictions which incorporate the estimated sample selection correction perform poorly, particularly for the marginally attached and the not in the labour force. These results have important implications for policy simulations from structural labour supply models. Copyright © 2010 Australian Treasury. Journal compilation © 2010 The Economic Society of Australia.
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Volume (Year): 86 (2010)
Issue (Month): 272 (03)
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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.:
- Stephen R. G. Jones & W. Craig Riddell, 2006.
"Unemployment and Nonemployment: Heterogeneities in Labor Market States,"
The Review of Economics and Statistics,
MIT Press, vol. 88(2), pages 314-323, May.
- Stephen R.G. Jones & W. Craig Riddell, 2002. "Unemployment and Non-Employment: Heterogeneities in Labour Market States," Department of Economics Working Papers 2002-05, McMaster University.
- Cramer, J. S. & Ridder, G., 1991. "Pooling states in the multinomial logit model," Journal of Econometrics, Elsevier, vol. 47(2-3), pages 267-272, February.
- Dolton, P. J. & Makepeace, G. H., 1987. "Interpreting sample selection effects," Economics Letters, Elsevier, vol. 24(4), pages 373-379.
- Stephen Whelan & Anu Rammohan, 2005. "Child Care and Female Decisions," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 8(2), pages 203-225, June.
- Hausman, Jerry A, 1978.
"Specification Tests in Econometrics,"
Econometric Society, vol. 46(6), pages 1251-71, November.
- Rammohan, Anu, 2004. "Child care and female employment decisions: A theoretical note," Working Papers 3, University of Sydney, School of Economics.
- Stephen R. G. Jones & W. Craig Riddell, 1999.
"The Measurement of Unemployment: An Empirical Approach,"
Econometric Society, vol. 67(1), pages 147-162, January.
- Stephen R. G. Jones & W. Craig Riddell, . "The Measurement Of Unemployment: An Empirical Approach," Canadian International Labour Network Working Papers 09, McMaster University.
- Alan Duncan & Mark N. Harris, 2001.
"Simulating the Behavioural Effects of Welfare Reforms among Sole Parents in Australia,"
Melbourne Institute Working Paper Series
wp2001n06, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
- 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 264-76, September.
- Dubin, Jeffrey A & McFadden, Daniel L, 1984. "An Econometric Analysis of Residential Electric Appliance Holdings and Consumption," Econometrica, Econometric Society, vol. 52(2), pages 345-62, March.
- Matthew Gray & Alexandra Heath & Boyd Hunter, 2005. "The Labour Force Dynamics Of The Marginally Attached ," Australian Economic Papers, Wiley Blackwell, vol. 44(1), pages 1-14, 03.
- François Bourguignon & Martin Fournier & Marc Gurgand, 2007.
"Selection Bias Corrections Based On The Multinomial Logit Model: Monte Carlo Comparisons,"
Journal of Economic Surveys,
Wiley Blackwell, vol. 21(1), pages 174-205, 02.
- François Bourguignon & Martin Fournier & Marc Gurgand, 2004. "Selection Bias Corrections Based on the Multinomial Logit Model: Monte-Carlo Comparisons," DELTA Working Papers 2004-20, DELTA (Ecole normale supérieure).
- François Bourguignon & Marc Gurgand & Martin Fournier, 2007. "Selection bias corrections based on the multinomial logit model: Monte Carlo comparisons," Post-Print halshs-00201372, HAL.
- D. McFadden & J. Hausman, 1981.
"Specification Tests for the Multinominal Logit Model,"
292, Massachusetts Institute of Technology (MIT), Department of Economics.
- Hausman, Jerry & McFadden, Daniel, 1984. "Specification Tests for the Multinomial Logit Model," Econometrica, Econometric Society, vol. 52(5), pages 1219-40, September.
- Schmertmann, Carl P., 1994. "Selectivity bias correction methods in polychotomous sample selection models," Journal of Econometrics, Elsevier, vol. 60(1-2), pages 101-132.
- Flinn, Christopher J & Heckman, James J, 1983.
"Are Unemployment and Out of the Labor Force Behaviorally Distinct Labor Force States?,"
Journal of Labor Economics,
University of Chicago Press, vol. 1(1), pages 28-42, January.
- Christopher J. Flinn & James J. Heckman, 1982. "Are Unemployment and Out of the Labor Force Behaviorally Distinct Labor Force States?," NBER Working Papers 0979, National Bureau of Economic Research, Inc.
- Puhani, Patrick A, 2000. " The Heckman Correction for Sample Selection and Its Critique," Journal of Economic Surveys, Wiley Blackwell, vol. 14(1), pages 53-68, February.
- Guyonne Kalb & Wang-Sheng Lee, 2008.
"Childcare Use And Parents' Labour Supply In Australia ,"
Australian Economic Papers,
Wiley Blackwell, vol. 47(3), pages 272-295, 09.
- Guyonne Kalb & Wang-Sheng Lee, 2007. "Childcare Use and Parents’ Labour Supply in Australia," Melbourne Institute Working Paper Series wp2007n13, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
- Vella, Frank, 1988. "Generating conditional expectations from models with selectivity bias," Economics Letters, Elsevier, vol. 28(1), pages 97-103.
- Duan, Naihua, et al, 1983. "A Comparison of Alternative Models for the Demand for Medical Care," Journal of Business & Economic Statistics, American Statistical Association, vol. 1(2), pages 115-26, April.
- Robert Breunig & Deborah Cobb-Clark & Xiaodong Gong, 2005.
"Improving the Modeling of Couples' Labour Supply,"
CEPR Discussion Papers
499, Centre for Economic Policy Research, Research School of Economics, Australian National University.
- Andrea Brandolini & Piero Cipollone & Eliana Viviano, 2006.
"Does The Ilo Definition Capture All Unemployment?,"
Journal of the European Economic Association,
MIT Press, vol. 4(1), pages 153-179, 03.
- Lee, Lung-Fei, 1983. "Generalized Econometric Models with Selectivity," Econometrica, Econometric Society, vol. 51(2), pages 507-12, March.
- Guyonne Kalb, 2002. "Estimation of Labour Supply Models for Four Separate Groups in the Australian Population," Melbourne Institute Working Paper Series wp2002n24, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
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