Advanced Search
MyIDEAS: Login to save this paper or follow this series

A behavioral microsimulation model with discrete labour supply for Italian couples

Contents:

Author Info

  • Pacifico, Daniele

Abstract

The aim of this paper is to introduce labour supply behaviour in an arithmetic microsimulation model so as to take into account changes in labour supply when a new policy is evaluated. I explore the performance of a labour supply estimation method based on a discrete choice set. The idea behind this approach is to work directly with preferences instead of labour supply functions. The main advantage of the discrete approach is the possibility of dealing easily with non-convex budget sets and joint labour supply. This let the discrete approach relatively suitable for policy evaluation purposes. I use the papers from Blundell, Dancan, McCrae and Meghir (1999) and Brewer, Duncan Shepard and Suarez (2006) as main references for the structural microeconometric model. Several innovative elements are taken into account with respect previous Italian studies. In particular, I allow for errors in the predicted wage for non-workers, unobserved heterogeneity in preferences, unobserved monetary fixed costs of working and child-care demand. The model is fully parametric and the Simulated Maximum Likelihood approach is used to approximate multidimensional integrals. An overview of the STATA routine for the maximum likelihood estimation is also presented. The elasticities of labour supply for married men and women are computed and discussed.

Download Info

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
File URL: http://mpra.ub.uni-muenchen.de/14198/
File Function: original version
Download Restriction: no

Bibliographic Info

Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 14198.

as in new window
Length:
Date of creation: Mar 2009
Date of revision:
Handle: RePEc:pra:mprapa:14198

Contact details of provider:
Postal: Schackstr. 4, D-80539 Munich, Germany
Phone: +49-(0)89-2180-2219
Fax: +49-(0)89-2180-3900
Web page: http://mpra.ub.uni-muenchen.de
More information through EDIRC

Related research

Keywords: Microsimulation; Household labour supply; discrete choice;

Other versions of this item:

Find related papers by JEL classification:

This paper has been announced in the following NEP Reports:

References

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.:
as in new window
  1. Brewer, Mike & Duncan, Alan & Shephard, Andrew & Suarez, Maria Jose, 2006. "Did working families' tax credit work? The impact of in-work support on labour supply in Great Britain," Labour Economics, Elsevier, vol. 13(6), pages 699-720, December.
  2. John Creedy & Guyonne Kalb, 2003. "Discrete Hours Labour Supply Modelling: Specification, Estimation and Simulation," Treasury Working Paper Series 03/20, New Zealand Treasury.
  3. M. Keane & R. Moffitt, . "A structural model of multiple welfare program participation and labor supply," Institute for Research on Poverty Discussion Papers 1080-96, University of Wisconsin Institute for Research on Poverty.
  4. Aaberge, Rolf & Colombino, Ugo & Strom, Steinar, 1999. "Labour Supply in Italy: An Empirical Analysis of Joint Household Decisions, with Taxes and Quantity Constraints," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(4), pages 403-22, July-Aug..
  5. Andrea Brandolini, 1999. "The Distribution of Personal Income in Post-War Italy: Source Description, Data Quality, and the Time Pattern of Income Inequality," Temi di discussione (Economic working papers) 350, Bank of Italy, Economic Research and International Relations Area.
  6. Robert Breunig & Deborah A. Cobb-Clark & Xiaodong Gong, 2008. "Improving the Modelling of Couples' Labour Supply," The Economic Record, The Economic Society of Australia, vol. 84(267), pages 466-485, December.
  7. Anna Laura Mancini, 2007. "Labor supply responses of Italian women to minimum income policies," CHILD Working Papers wp14_07, CHILD - Centre for Household, Income, Labour and Demographic economics - ITALY.
  8. Peter Haan, 2004. "Discrete Choice Labor Supply: Conditional Logit vs. Random Coefficient Models," Discussion Papers of DIW Berlin 394, DIW Berlin, German Institute for Economic Research.
  9. Richard Blundell & Thomas MaCurdy, 1998. "Labour supply: a review of alternative approaches," IFS Working Papers W98/18, Institute for Fiscal Studies.
  10. Lorenzo Cappellari & Stephen P. Jenkins, 2006. "Calculation of multivariate normal probabilities by simulation, with applications to maximum simulated likelihood estimation," Stata Journal, StataCorp LP, vol. 6(2), pages 156-189, June.
  11. José Labeaga & Xisco Oliver & Amedeo Spadaro, 2008. "Discrete choice models of labour supply, behavioural microsimulation and the Spanish tax reforms," Journal of Economic Inequality, Springer, vol. 6(3), pages 247-273, September.
  12. Richard Blundell & Alan Duncan & Julian McCrae & Costas Meghir, 2000. "Evaluating In-Work Benefit Reform: The Working Families Tax Credit in the U.K," JCPR Working Papers 160, Northwestern University/University of Chicago Joint Center for Poverty Research.
  13. 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.
  14. Del Boca, Daniela & Vuri, Daniela, 2005. "Labor Supply and Child Care Costs: The Effect of Rationing," IZA Discussion Papers 1779, Institute for the Study of Labor (IZA).
  15. Kenneth Train, 2003. "Discrete Choice Methods with Simulation," Online economics textbooks, SUNY-Oswego, Department of Economics, number emetr2, Spring.
  16. Massimo Baldini & Daniele Pacifico, 2006. "Gli effetti distributivi dei trasferimenti in kind: il caso dei servizi educativi e sanitari," Center for the Analysis of Public Policies (CAPP) 0018, Universita di Modena e Reggio Emilia, Dipartimento di Economia Politica.
  17. William W. Gould & Jeffrey Pitblado & Brian Poi, 2010. "Maximum Likelihood Estimation with Stata," Stata Press books, StataCorp LP, edition 4, number ml4, March.
  18. Creedy, John & Duncan, Alan, 2002. " Behavioural Microsimulation with Labour Supply Responses," Journal of Economic Surveys, Wiley Blackwell, vol. 16(1), pages 1-39, February.
Full references (including those not matched with items on IDEAS)

Citations

Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
as in new window

Cited by:
  1. Alan S Duncan & Mark N Harris & Anthony Harris & Eugenio Zucchelli, 2013. "The Influence of Psychological Well-being, Ill Health and Health Shocks on Single Parents' Labour Supply," Bankwest Curtin Economics Centre Working Paper series WP1307, Bankwest Curtin Economics Centre (BCEC), Curtin Business School.

Lists

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

Statistics

Access and download statistics

Corrections

When requesting a correction, please mention this item's handle: RePEc:pra:mprapa:14198. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Ekkehart Schlicht).

If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

If references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.