Labor Supply as a Choice among Latent Job Opportunities. A Practical Empirical Approach
In this paper, we discuss aspects of a particular framework for modeling labor supply and the application of this approach in practical policy simulation experiments. This modeling framework differs from the standard models of labor supply in that the notion of job choice is fundamental. Specifically, the worker is assumed to have preferences over a latent worker-specific choice set of jobs from which he or she chooses his or her preferred job. A job is characterized with fixed (job-specific) working hours and other non-pecuniary attributes. As a result, observed hours of work are interpreted as the job-specific (fixed) hours of work that is associated with the chosen job. We then show that our framework is practical with respect to applications in empirical analysis and simulation experiments, and is able to produce satisfactory out-of-sample predictions by estimating the model on Norwegian microdata from 1997 and predicting the corresponding microdata from 2003.
|Date of creation:||Oct 2006|
|Contact details of provider:|| Postal: P.O.Box 8131 Dep, N-0033 Oslo, Norway|
Phone: (+47) 21 09 00 00
Fax: +47 - 62 88 55 95
Web page: http://www.ssb.no/en/
More information through EDIRC
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.:
- McFadden, Daniel L., 1984. "Econometric analysis of qualitative response models," Handbook of Econometrics,in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 24, pages 1395-1457 Elsevier.
- Dagsvik, John K, 2000. "Aggregation in Matching Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 41(1), pages 27-57, February.
- Blundell, Richard & Macurdy, Thomas, 1999.
"Labor supply: A review of alternative approaches,"
Handbook of Labor Economics,in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 27, pages 1559-1695
- Richard Blundell & Thomas MaCurdy, 1998. "Labour supply: a review of alternative approaches," IFS Working Papers W98/18, Institute for Fiscal Studies.
- John Creedy & Guyonne Kalb, 2005. "Discrete Hours Labour Supply Modelling: Specification, Estimation and Simulation," Journal of Economic Surveys, Wiley Blackwell, vol. 19(5), pages 697-734, December.
- John Creedy & Guyonne Kalb, 2003. "Discrete Hours Labour Supply Modelling: Specification, Estimation and Simulation," Melbourne Institute Working Paper Series wp2003n16, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
- John Creedy & Guyonne Kalb, 2003. "Discrete Hours Labour Supply Modelling: Specification, Estimation and Simulation," Treasury Working Paper Series 03/20, New Zealand Treasury.
- John Creedy & Guyonne Kalb & Rosanna Scutella, 2003. "Discrete Hours Labour Supply Modelling: Specification, Estimation and Simulation," Melbourne Institute Working Paper Series wp2003n21, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
- John K. Dagsvik & Anders Karlström, 2005. "Compensating Variation and Hicksian Choice Probabilities in Random Utility Models that are Nonlinear in Income," Review of Economic Studies, Oxford University Press, vol. 72(1), pages 57-76.
- Dickens, William T & Lundberg, Shelly J, 1993. "Hours Restrictions and Labor Supply," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 34(1), pages 169-192, February.
- William T. Dickens & Shelly J. Lundberg, 1985. "Hours Restrictions and Labor Supply," NBER Working Papers 1638, National Bureau of Economic Research, Inc.
- Steinar StrØm & John K. Dagsvik, 2006. "Sectoral labour supply, choice restrictions and functional form," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(6), pages 803-826.
- John K. Dagsvik & Steinar Strøm, 2004. "Sectoral Labor Supply, Choice Restrictions and Functional Form," Discussion Papers 388, Statistics Norway, Research Department.
- Dagsvik, John K. & Strøm, Steinar, 2004. "Sectoral labor supply, choice restrictions and functional form," Memorandum 13/2004, Oslo University, Department of Economics.
- Ilmakunnas, Seija & Pudney, Stephen, 1990. "A model of female labour supply in the presence of hours restrictions," Journal of Public Economics, Elsevier, vol. 41(2), pages 183-210, March.
- Kapteyn, Arie & Kooreman, Peter & van Soest, Arthur, 1990. "Quantity Rationing and Concavity in a Flexible Household Labor Supply Model," The Review of Economics and Statistics, MIT Press, vol. 72(1), pages 55-62, February.
- Kapteyn, A.J. & Kooreman, P. & van Soest, A.H.O., 1989. "Quantity rationing and concavity in a flexible household labor supply model," Discussion Paper 1989-16, Tilburg University, Center for Economic Research.
- Bergstrom, Theodore C., 1993. "A survey of theories of the family," Handbook of Population and Family Economics,in: M. R. Rosenzweig & Stark, O. (ed.), Handbook of Population and Family Economics, edition 1, volume 1, chapter 2, pages 21-79 Elsevier.
- Bergstrom, T.C., 1993. "A Survey of Theories of the Family," Papers 93-02, Michigan - Center for Research on Economic & Social Theory.
- Ted Bergstrom, 1995. "A Survey of Theories of the Family," Papers _027, University of Michigan, Department of Economics.
- Ted Bergstrom, 1994. "A Survey of Theories of the Family," Labor and Demography 9401001, EconWPA, revised 10 Oct 1994.
- Dagsvik, John K. & Strom, Steinar & Jia, Zhiyang, 2006. "Utility of income as a random function: Behavioral characterization and empirical evidence," Mathematical Social Sciences, Elsevier, vol. 51(1), pages 23-57, January.
- John K. Dagsvik & Steinar Strøm & Zhiyang Jia, 2005. "Utility of Income as a Random Function. Behavioral Characterization and Empirical Evidence," Discussion Papers 431, Statistics Norway, Research Department.
- Hausman, Jerry & Ruud, Paul, 1984. "Family Labor Supply with Taxes," American Economic Review, American Economic Association, vol. 74(2), pages 242-248, May.
- Aasness, Jorgen & Bye, Torstein & Mysen, Hans Terje, 1996. "Welfare effects of emission taxes in Norway," Energy Economics, Elsevier, vol. 18(4), pages 335-346, October.
- Chiappori, Pierre-Andre, 1988. "Rational Household Labor Supply," Econometrica, Econometric Society, vol. 56(1), pages 63-90, January.
- Dagsvik, John K, 1994. "Discrete and Continuous Choice, Max-Stable Processes, and Independence from Irrelevant Attributes," Econometrica, Econometric Society, vol. 62(5), pages 1179-1205, September.
- John K. Dagsvik & Marilena Locatelli & Steinar Strøm, 2006. "Simulating labor supply behaviour when workers have preferences over job opportunities and face non-linear budget constraints," CHILD Working Papers wp01_06, CHILD - Centre for Household, Income, Labour and Demographic economics - ITALY.
- Zhiyang Jia, 2005. "Labor Supply of Retiring Couples and Heterogeneity in Household Decision-Making Structure," Review of Economics of the Household, Springer, vol. 3(2), pages 215-233, June.
- Zhiyang Jia, 2005. "Labor Supply of Retiring Couples and Heterogeneity in Household Decision-Making Structure," Discussion Papers 404, Statistics Norway, Research Department.
- Chiappori, Pierre-Andre, 1992. "Collective Labor Supply and Welfare," Journal of Political Economy, University of Chicago Press, vol. 100(3), pages 437-467, June.
- Chiappori, P.A., 1989. "Collective Labour Supply and Welfare," DELTA Working Papers 89-07, DELTA (Ecole normale supérieure).
- Arthur van Soest, 1995. "Structural Models of Family Labor Supply: A Discrete Choice Approach," Journal of Human Resources, University of Wisconsin Press, vol. 30(1), pages 63-88. Full references (including those not matched with items on IDEAS)