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Estimation of Wage Equations in Australia: Allowing for Censored Observations of Labour Supply

  • Guyonne Kalb

    ()

    (Melbourne Institute of Applied Economic and Social Research, The University of Melbourne)

  • Rosanna Scutella

    ()

    (Melbourne Institute of Applied Economic and Social Research, The University of Melbourne)

This paper presents results for five separately estimated sets of participation and wage equations. The Australian working-age population is divided into sole parents, single men, single women, married men and married women. The approach in this paper takes the censoring of labour supply observations at 50 hours per week into account. The results for the wage equations are as anticipated with education, work experience and age increasing the expected wage. As expected, allowing for the censoring of labour supply reduces the predicted wage levels, particularly for married men who are most likely to work 50 hours or more.

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Paper provided by Melbourne Institute of Applied Economic and Social Research, The University of Melbourne in its series Melbourne Institute Working Paper Series with number wp2002n08.

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Length: 34 pages
Date of creation: May 2002
Date of revision:
Handle: RePEc:iae:iaewps:wp2002n08
Contact details of provider: Postal: Melbourne Institute of Applied Economic and Social Research, The University of Melbourne, Victoria 3010 Australia
Phone: +61 3 8344 2100
Fax: +61 3 8344 2111
Web page: http://www.melbourneinstitute.com/Email:


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  1. Guyonne Kalb & Hsein Kew, 2002. "The Effect of a Reduced Allowance and Pension Taper Rate: Policy Simulations Using the Melbourne Institute Tax and Transfer Simulator," Melbourne Institute Working Paper Series wp2002n25, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
  2. Miller, Paul & Rummery, Sarah, 1991. "Male-Female Wage Differentials in Australia: A Reassessment," Australian Economic Papers, Wiley Blackwell, vol. 30(56), pages 50-69, June.
  3. John Ermisch & Robert Wright, 1994. "Interpretation of negative sample selection effects in wage offer equations," Applied Economics Letters, Taylor & Francis Journals, vol. 1(11), pages 187-189.
  4. Guyonne Kalb & Rosanna Scutella & Hsein Kew, 2002. "Estimation of Wage Equations in Australia: Allowing for Censored Observations of Labour Supply," Melbourne Institute Working Paper Series wp2002n26, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
  5. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
  6. Guyonne R. Kalb, 2000. "Labour Supply and Welfare Participation in Australian Two-Adult Households: Accounting for Involuntary Unemployment and the 'Cost' of Part-time Work," Centre of Policy Studies/IMPACT Centre Working Papers bp-35, Victoria University, Centre of Policy Studies/IMPACT Centre.
  7. John Creedy & Guyonne Kalb & Hsein Kew, 2001. "The Melbourne Institute Tax and Transfer Simulator (MITTS)," Melbourne Institute Working Paper Series wp2001n16, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
  8. Greene, William H, 1981. "Sample Selection Bias as a Specification Error: Comment," Econometrica, Econometric Society, vol. 49(3), pages 795-98, May.
  9. 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.
  10. Creedy, J. & Duncan, A.S. & Harris, M.N. & Scutella, R., 2000. "Wage Function: Australian Estimates Using the Income Distribution Survey," Department of Economics - Working Papers Series 761, The University of Melbourne.
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