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

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Author Info
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)

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Abstract

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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Publisher Info
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

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This paper has been announced in the following NEP Reports: 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.:
  1. Ermisch, John F & Wright, Robert E, 1994. "Interpretation of Negative Sample Selection Effects in Wage Offer Equations," Applied Economics Letters, Taylor and Francis Journals, vol. 1(11), pages 187-89, November. [Downloadable!] (restricted)
  2. Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-61, January. [Downloadable!] (restricted)
  3. Guyonne Kalb & Rosanna Scutella, 2002. "Estimation of Wage Equations in Australia: Allowing for Censored Observations of Labour Supply," Melbourne Institute Working Paper Series wp2002n08, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne. [Downloadable!]
    Other versions:
  4. 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. [Downloadable!]
  5. Greene, William H, 1981. "Sample Selection Bias as a Specification Error: Comment," Econometrica, Econometric Society, vol. 49(3), pages 795-98, May. [Downloadable!] (restricted)
  6. 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. [Downloadable!]
  7. Miller, Paul & Rummery, Sarah, 1991. "Male-Female Wage Differentials in Australia: A Reassessment," Australian Economic Papers, Blackwell Publishing, vol. 30(56), pages 50-69, June.
  8. 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, Monash University, Centre of Policy Studies/IMPACT Centre. [Downloadable!]
  9. 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. [Downloadable!]
  10. 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. [Downloadable!]
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Cited by:
(explanations, 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.)

  1. 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. [Downloadable!]
    Other versions:
  2. Lixin Cai & Guyonne Kalb & Yi-Ping Tseng & Hong Ha Vu, 2005. "The Effect of Financial Incentives on Labour Supply: Evidence for Sole Parents from Microsimulation and Quasi-Experimental Evaluation," Melbourne Institute Working Paper Series wp2005n10, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne. [Downloadable!]
    Other versions:
  3. 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. [Downloadable!]
    Other versions:
  4. John Creedy & Guyonne Kalb, 2005. "Behavioural Microsimulation Modelling for Tax Policy Analysis in Australia: Experience and Prospects," Melbourne Institute Working Paper Series wp2005n02, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne. [Downloadable!]
    Other versions:
  5. Hielke Buddelmeyer & John Freebairn & Guyonne Kalb, 2006. "Evaluation of Policy Options to Encourage Welfare to Work," Melbourne Institute Working Paper Series wp2006n09, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne. [Downloadable!]
    Other versions:
  6. John Creedy & Nicolas Hérault & Guyonne Kalb, 2007. "Comparing Welfare Change Measures with Income Change Measures in Behavioural Policy Simulations," Melbourne Institute Working Paper Series wp2007n21, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne. [Downloadable!]
    Other versions:
  7. Guyonne Kalb & Hsein Kew & Rosanna Scutella, 2003. "Effects of the Australian New Tax System on Government Expenditure With and Without Behavioural Changes," Melbourne Institute Working Paper Series wp2003n09, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne. [Downloadable!]
  8. 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. [Downloadable!]
  9. John Creedy & Guyonne Kalb & Rosanna Scutella, 2003. "Income Distribution in Discrete Hours Behavioural Microsimulation Models: An Illustration of the Labour Supply and Distributional Effects of Social Transfers," Melbourne Institute Working Paper Series wp2003n23, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne. [Downloadable!]
  10. 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. [Downloadable!]
  11. Guyonne Kalb & Rosanna Scutella, 2003. "Wage and Employment Rates in New Zealand from 1991 to 2001," Melbourne Institute Working Paper Series wp2003n13, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne. [Downloadable!]
    Other versions:
  12. John Creedy & Guyonne Kalb & Rosanna Scutella, 2006. "Income distribution in discrete hours behavioural microsimulation models: An illustration," Journal of Economic Inequality, Springer, vol. 4(1), pages 57-76, April. [Downloadable!] (restricted)
  13. 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. [Downloadable!]
    Other versions:
  14. 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. [Downloadable!]
    Other versions:
  15. John Creedy & Guyonne Kalb, 2005. "Behavioural Microsimulation Modelling With the Melbourne Institute Tax and Transfer Simulator(MITTS): Uses and Extensions," Department of Economics - Working Papers Series 932, The University of Melbourne. [Downloadable!]
  16. John Creedy & Rosanna Scutella, 2003. "The Role of the Unit of Analysis in Tax Policy Reform Evaluations," Melbourne Institute Working Paper Series wp2003n28, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne. [Downloadable!]
  17. Rosanna Scutella, 2004. "Moves to a Basic Income-Flat Tax System in Australia: Implications for the Distribution of Income and Supply of Labour," Melbourne Institute Working Paper Series wp2004n05, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne. [Downloadable!]
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