[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/a/ozl/journl/v13y2010i1p49-79.html
   My bibliography  Save this article

Decomposing the Gender Pay Gap in the Australian Managerial Labour Market

Author

Listed:
  • Ian Watson

    (Macquarie University)

Abstract
This article examines the gender pay gap among full-time managers in Australia over the period 2001 to 2008. Using decompositions I explore the issue of discrimination, as well as the roles played by labour force experience and parenting. The results show that female managers earned on average about 27 per cent less than their male counterparts and the decompositions suggest that somewhere between 65 and 90 per cent of this earnings gap cannot be explained by recourse to a large range of demographic and labour market variables. A major part of the earnings gap is simply due to women managers being female. In addition, the presence of dependent children worsens the earnings gap, while the financial returns to labour force experience diminish in the latter years among female managers rather than stabilising, as they do for male managers. Despite the characteristics of male and female managers being remarkably similar, their earnings are very different, suggesting that discrimination plays an important role in this outcome. The article uses eight waves of HILDA data to fit mixed-effects models which are then used for Blinder-Oaxaca decompositions. In addition, a recent simulated change approach, developed by Olsen and Walby in the UK, is also implemented using this Australian data.

Suggested Citation

  • Ian Watson, 2010. "Decomposing the Gender Pay Gap in the Australian Managerial Labour Market," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 13(1), pages 49-79.
  • Handle: RePEc:ozl:journl:v:13:y:2010:i:1:p:49-79
    as

    Download full text from publisher

    File URL: http://ftprepec.drivehq.com/ozl/journl/downloads/AJLE131watson.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Myeong-Su Yun, 2005. "A Simple Solution to the Identification Problem in Detailed Wage Decompositions," Economic Inquiry, Western Economic Association International, vol. 43(4), pages 766-772, October.
    2. Beblo, Miriam & Wolf, Elke, 2002. "Wage Penalties for Career Interruptions: An Empirical Analysis for West Germany," ZEW Discussion Papers 02-45, ZEW - Leibniz Centre for European Economic Research.
    3. Mathia Sinning & Markus Hahn & Thomas K. Bauer, 2008. "The Blinder–Oaxaca decomposition for nonlinear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 480-492, December.
    4. R. G. Gregory & R. C. Duncan, 1981. "Segmented Labor Market Theories and the Australian Experience of Equal Pay for Women," Journal of Post Keynesian Economics, Taylor & Francis Journals, vol. 3(3), pages 403-428, April.
    5. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162, April.
    6. Ben Jann, 2008. "The Blinder–Oaxaca decomposition for linear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 453-479, December.
    7. Javier Gardeazabal & Arantza Ugidos, 2005. "Gender wage discrimination at quantiles," Journal of Population Economics, Springer;European Society for Population Economics, vol. 18(1), pages 165-179, July.
    8. Francis Vella, 1998. "Estimating Models with Sample Selection Bias: A Survey," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 127-169.
    9. F. L. Jones & Jonathan Kelley, 1984. "Decomposing Differences between Groups," Sociological Methods & Research, , vol. 12(3), pages 323-343, February.
    10. Hiau Joo Kee, 2006. "Glass Ceiling or Sticky Floor? Exploring the Australian Gender Pay Gap," The Economic Record, The Economic Society of Australia, vol. 82(259), pages 408-427, December.
    11. Lausten, Mette, 2001. "Gender Differences in Managerial Compensation - Evidences from Denmark," Working Papers 01-4, University of Aarhus, Aarhus School of Business, Department of Economics.
    12. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    13. Ronald L. Oaxaca & Michael R. Ransom, 1999. "Identification in Detailed Wage Decompositions," The Review of Economics and Statistics, MIT Press, vol. 81(1), pages 154-157, February.
    14. Javier Gardeazabal & Arantza Ugidos, 2004. "More on Identification in Detailed Wage Decompositions," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 1034-1036, November.
    15. Miller, Paul W., 1994. "Occupational segregation and wages in Australia," Economics Letters, Elsevier, vol. 45(3), pages 367-371.
    16. Wiji Arulampalam & Alison L. Booth & Mark L. Bryan, 2007. "Is There a Glass Ceiling over Europe? Exploring the Gender Pay Gap across the Wage Distribution," ILR Review, Cornell University, ILR School, vol. 60(2), pages 163-186, January.
    17. Anne Busch & Elke Holst, 2009. "Glass Ceiling Effect and Earnings: The Gender Pay Gap in Managerial Positions in Germany," Discussion Papers of DIW Berlin 905, DIW Berlin, German Institute for Economic Research.
    18. Barbara Pocock, 1999. "Equal Pay Thirty Years On: The Policy and Practice," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 32(3), pages 279-285, September.
    19. 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.
    20. Cotton, Jeremiah, 1988. "On the Decomposition of Wage Differentials," The Review of Economics and Statistics, MIT Press, vol. 70(2), pages 236-243, May.
    21. James Albrecht & Anders Bjorklund & Susan Vroman, 2003. "Is There a Glass Ceiling in Sweden?," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 145-177, January.
    22. Reimers, Cordelia W, 1983. "Labor Market Discrimination against Hispanic and Black Men," The Review of Economics and Statistics, MIT Press, vol. 65(4), pages 570-579, November.
    23. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    24. Mark Wooden, 1999. "Gender Pay Equity and Comparable Worth in Australia: A Reassessment," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 32(2), pages 157-171, June.
    25. Dolton, P J & Makepeace, G H, 1986. "Sample Selection and Male-Female Earnings Differentials in the Graduate Labour Market," Oxford Economic Papers, Oxford University Press, vol. 38(2), pages 317-341, July.
    26. Shoshana Neuman & Ronald Oaxaca, 2004. "Wage Decompositions with Selectivity-Corrected Wage Equations: A Methodological Note," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 2(1), pages 3-10, April.
    27. David Neumark, 1988. "Employers' Discriminatory Behavior and the Estimation of Wage Discrimination," Journal of Human Resources, University of Wisconsin Press, vol. 23(3), pages 279-295.
    28. Booth, Alison L. & Francesconi, Marco & Frank, Jeff, 2003. "A sticky floors model of promotion, pay, and gender," European Economic Review, Elsevier, vol. 47(2), pages 295-322, April.
    29. Oaxaca, Ronald L. & Ransom, Michael R., 1994. "On discrimination and the decomposition of wage differentials," Journal of Econometrics, Elsevier, vol. 61(1), pages 5-21, March.
    30. repec:bla:ausecr:v:38:y:2005:i:4:p:405-417 is not listed on IDEAS
    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


    Cited by:

    1. Anne Daly & Nafisa Anjum, 2019. "The gender wage gap in Bangladesh: an application of Olsen and Walby simulation method," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 22(1), pages 29-51.
    2. Karolina Goraus & Joanna Tyrowicz & Lucas Velde, 2017. "Which Gender Wage Gap Estimates to Trust? A Comparative Analysis," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 63(1), pages 118-146, March.
    3. Zhao, Yuejun, 2023. "Job displacement and the mental health of households: Burden sharing counteracts spillover," Labour Economics, Elsevier, vol. 81(C).
    4. Marion Hutchinson & Janet Mack & Peter Verhoeven & Tom Smith, 2017. "Women in leadership: an analysis of the gender pay gap in ASX-listed firms," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 57(3), pages 789-813, September.
    5. Kennedy, Tom & Rae, Maria & Sheridan, Alison & Valadkhani, Abbas, 2017. "Reducing gender wage inequality increases economic prosperity for all: Insights from Australia," Economic Analysis and Policy, Elsevier, vol. 55(C), pages 14-24.
    6. Marco Biagetti & Sergio Scicchitano, 2016. "Are women in supervisory positions more discriminated against? A multinomial approach," Working Papers 2, Department of the Treasury, Ministry of the Economy and of Finance.
    7. Robert Breunig & Sandrine Rospabe, 2013. "The male-female wage gap in France - differences across the wage distribution," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 16(1), pages 155-199.
    8. Rosa Duarte & Cristina Sarasa & Mònica Serrano, 2019. "Structural change and female participation in recent economic growth: a multisectoral analysis for the Spanish economy," Economic Systems Research, Taylor & Francis Journals, vol. 31(4), pages 574-593, October.
    9. Kamal, Mustafa & Blacklow, Paul, 2021. "Attitudes to gender and personality in the Australian gender wage gap," Working Papers 2021-07, University of Tasmania, Tasmanian School of Business and Economics.
    10. Chzhen, Yekaterina & Mumford, Karen A. & Nicodemo, Catia, 2012. "The Gender Pay Gap in the Australian Private Sector: Is Selection Relevant across the Wage Distribution?," IZA Discussion Papers 6558, Institute of Labor Economics (IZA).
    11. S. C. Noah Uhrig & Nicole Watson, 2020. "The Impact of Measurement Error on Wage Decompositions: Evidence From the British Household Panel Survey and the Household, Income and Labour Dynamics in Australia Survey," Sociological Methods & Research, , vol. 49(1), pages 43-78, February.
    12. Yekaterina Chzhen & Karen Mumford & Catia Nicodemo, 2013. "The Gender Pay Gap in the Australian Private Sector: Is Selection Relevant Across the Earnings Distribution?," The Economic Record, The Economic Society of Australia, vol. 89(286), pages 367-381, September.
    13. Marco Biagetti & Sergio Scicchitano, 2014. "Estimating the Gender Pay Gap in the Managerial and non Managerial Italian Labor Market," Economics Bulletin, AccessEcon, vol. 34(3), pages 1846-1856.
    14. Kamal, Mustafa & Blacklow, Paul, 2021. "Australian age, period, cohort effects in the gender wage gap - 2001 to 2018," Working Papers 2021-02, University of Tasmania, Tasmanian School of Business and Economics.
    15. Rachel Aleks & Tina Saksida & Sam Kolahgar, 2021. "Practice What You Preach: The Gender Pay Gap in Labor Union Compensation," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 60(4), pages 403-435, October.
    16. Somasree Poddar & Ishita Mukhopadhyay, 2019. "Gender Wage Gap: Some Recent Evidences from India," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 17(1), pages 121-151, March.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Sonja C. Kassenboehmer & Mathias G. Sinning, 2014. "Distributional Changes in the Gender Wage Gap," ILR Review, Cornell University, ILR School, vol. 67(2), pages 335-361, April.
    2. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    3. repec:zbw:rwirep:0220 is not listed on IDEAS
    4. Sonja C. Kassenböhmer & Mathias Sinning, 2010. "Distributional Changes in the Gender Wage Gap," Ruhr Economic Papers 0220, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
    5. Adam Pilny, 2017. "Explaining Differentials in Subsidy Levels Among Hospital Ownership Types in Germany," Health Economics, John Wiley & Sons, Ltd., vol. 26(5), pages 566-581, May.
    6. Ronald Bachmann & Mathias Sinning, 2016. "Decomposing the Ins and Outs of Cyclical Unemployment," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(6), pages 853-876, December.
    7. Ben Jann, 2008. "A Stata implementation of the Blinder-Oaxaca decomposition," ETH Zurich Sociology Working Papers 5, ETH Zurich, Chair of Sociology, revised 14 May 2008.
    8. Bonaccolto-Töpfer, Marina & Briel, Stephanie, 2022. "The gender pay gap revisited: Does machine learning offer new insights?," Labour Economics, Elsevier, vol. 78(C).
    9. Dileni Gunewardena & Darshi Abeyrathna & Amalie Ellagala & Kamani Rajakaruna & Shobana Rajendran, 2008. "Glass Ceilings, Sticky Floors or Sticky Doors? A Quantile Regression Approach to Exploring Gender Wage Gaps in Sri Lanka," Working Papers PMMA 2008-04, PEP-PMMA.
    10. Stewart Williams, Jennifer Anne, 2009. "Using non-linear decomposition to explain the discriminatory effects of male-female differentials in access to care: A cardiac rehabilitation case study," Social Science & Medicine, Elsevier, vol. 69(7), pages 1072-1079, October.
    11. Castagnetti, Carolina & Rosti, Luisa & Töpfer, Marina, 2017. "The convergence of the gender pay gap: An alternative estimation approach," Hohenheim Discussion Papers in Business, Economics and Social Sciences 14-2017, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    12. Robert Breunig & Sandrine Rospabe, 2013. "The male-female wage gap in France - differences across the wage distribution," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 16(1), pages 155-199.
    13. Oscar Molina Tejerina & Luis Castro Peñarrieta, 2020. "Unexplained Wage Gaps in the Tradable and Nontradable Sectors: Cross-Sectional Evidence by Gender in Bolivia," Investigación & Desarrollo, Universidad Privada Boliviana, vol. 20(1), pages 5-23.
    14. Böheim, René & Himpele, Klemens & Mahringer, Helmut & Zulehner, Christine, 2013. "The distribution of the gender wage gap in Austria : evidence from matched employer-employee data and tax records," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 46(1), pages 19-34.
    15. Cobb-Clark, Deborah A. & Tan, Michelle, 2011. "Noncognitive skills, occupational attainment, and relative wages," Labour Economics, Elsevier, vol. 18(1), pages 1-13, January.
    16. S. C. Noah Uhrig & Nicole Watson, 2020. "The Impact of Measurement Error on Wage Decompositions: Evidence From the British Household Panel Survey and the Household, Income and Labour Dynamics in Australia Survey," Sociological Methods & Research, , vol. 49(1), pages 43-78, February.
    17. Robert Breunig & Sandrine Rospabe, 2005. "Parametric vs. semi-parametric estimation of the male-female wage gap: An application to France," ANU Working Papers in Economics and Econometrics 2005-458, Australian National University, College of Business and Economics, School of Economics.
    18. Böheim, René & Himpele, Klemens & Mahringer, Helmut & Zulehner, Christine, 2013. "The distribution of the gender wage gap in Austria : evidence from matched employer-employee data and tax records," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 46(1), pages 19-34.
    19. Busch, Anne & Holst, Elke, 2011. "Gender-Specific Occupational Segregation, Glass Ceiling Effects, and Earnings in Managerial Positions: Results of a Fixed Effects Model," IZA Discussion Papers 5448, Institute of Labor Economics (IZA).
    20. Maryam Dilmaghani, 2012. "Global financial crisis: dharmic transgressions and solutions," International Journal of Social Economics, Emerald Group Publishing, vol. 39(1), pages 55-80, January.
    21. Niels-Hugo Blunch, 2015. "Bound to lose, bound to win? The financial crisis and the informal-formal sector earnings gap in Serbia," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-34, December.

    More about this item

    Keywords

    Wage Level and Structure; Wage Differentials; Labour Discrimination: General; Economics of Gender; Non-labour Discrimination;
    All these keywords.

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J70 - Labor and Demographic Economics - - Labor Discrimination - - - General
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ozl:journl:v:13:y:2010:i:1:p:49-79. See general information about how to correct material in RePEc.

    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 CitEc recognized a bibliographic reference but did not link an item in RePEc 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 RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sandie Rawnsley (email available below). General contact details of provider: https://edirc.repec.org/data/becurau.html .

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

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.