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

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  • 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)

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.

Suggested Citation

  • 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.
    • Handle: RePEc:iae:iaewps:wp2002n08
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    1. 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.
    2. John Creedy & Alan S. Duncan & Mark Harris & Rosanna Scutella, 2002. "Microsimulation Modelling of Taxation and the Labour Market," Books, Edward Elgar Publishing, number 2796.
    3. 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.
    4. Greene, William H, 1981. "Sample Selection Bias as a Specification Error: Comment," Econometrica, Econometric Society, vol. 49(3), pages 795-798, May.
    5. 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.
    6. 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.
    7. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
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    Cited by:

    1. Lixin Cai & Guyonne Kalb & Yi-Ping Tseng & Ha Vu, 2008. "The Effect of Financial Incentives on Labour Supply: Evidence for Lone Parents from Microsimulation and Quasi-Experimental Evaluation," Fiscal Studies, Institute for Fiscal Studies, vol. 29(2), pages 285-325, June.
    2. Guyonne Kalb & Rosanna Scutella, 2004. "Wage and employment rates in New Zealand from 1991 to 2001," New Zealand Economic Papers, Taylor & Francis Journals, vol. 38(1), pages 21-47.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. Denise Doiron & Guyonne Kalb, 2005. "Demands for Child Care and Household Labour Supply in Australia," The Economic Record, The Economic Society of Australia, vol. 81(254), pages 215-236, September.
    8. 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.
    9. 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.
    10. John Creedy & Guyonne Kalb, 2005. "Behavioural Microsimulation Modelling for Tax Policy Analysis in Australia: Experience and Prospects," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 8(1), pages 73-110, March.
    11. 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.
    12. John Creedy & Guyonne Kalb & Rosanna Scutella, 2006. "Income distribution in discrete hours behavioural microsimulation models: An illustration," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 4(1), pages 57-76, April.
    13. 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.
    14. 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, September.
    15. Nicolas Herault & Francisco Azpitarte, 2014. "Recent Trends in Income Redistribution in Australia: Can Changes in the Tax-Transfer System Account for the Decline in Redistribution?," Melbourne Institute Working Paper Series wp2014n02, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    16. 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.
    17. 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.
    18. Guyonne Kalb, 2010. "Modelling Labour Supply Responses in Australia and New Zealand," Chapters, in: Iris Claus & Norman Gemmell & Michelle Harding & David White (ed.), Tax Reform in Open Economies, chapter 8, Edward Elgar Publishing.
    19. 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.
    20. Hielke BUDDELMEYER & Guyonne KALB, 2008. "Labour Supply and Welfare Participation in the Australian Population: Using Observed Job Search to Account for Involuntary Unemployment," EcoMod2008 23800020, EcoMod.
    21. 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.

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    18. 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.
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