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Australian age, period, cohort effects in the gender wage gap - 2001 to 2018

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Abstract

This paper simultaneously examines the effects of age, period and birth cohort on the evolution of the Australian gender wage gap from 2001-18. It employs the proxy variable approach within the Mincerian earnings function to overcome the Age-Period-Cohort (APC) identification problem while also controlling for employment selection and individual human capital accumulation. The paper corroborates previous evidence of a widening gender wage gap with age. It also provides new evidence of period effects suppressing female wage rates compared to male rates. However, as opposed to expectations, the study finds no significant influence of birth cohort effects on the Australian gender wage gap. The results also suggest that the failure to control for period effects can lead to significant cohort effects or substantial overestimation of age or cohort effects on wages. The findings of the paper have implications for a range of studies that employ Mincer-type earnings functions in addition to policy implications.

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  • 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.
  • Handle: RePEc:tas:wpaper:37327
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    1. Thomas Dohmen & Armin Falk & Bart H. H. Golsteyn & David Huffman & Uwe Sunde, 2017. "Risk Attitudes Across The Life Course," Economic Journal, Royal Economic Society, vol. 127(605), pages 95-116, October.
    2. Arpita Chatterjee & Aarti Singh & Tahlee Stone, 2016. "Understanding Wage Inequality in Australia," The Economic Record, The Economic Society of Australia, vol. 92(298), pages 348-360, September.
    3. David Card & Thomas Lemieux, 2001. "Can Falling Supply Explain the Rising Return to College for Younger Men? A Cohort-Based Analysis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 705-746.
    4. Kapteyn, Arie & Alessie, Rob & Lusardi, Annamaria, 2005. "Explaining the wealth holdings of different cohorts: Productivity growth and Social Security," European Economic Review, Elsevier, vol. 49(5), pages 1361-1391, July.
    5. Cobb-Clark, Deborah A. & Tan, Michelle, 2011. "Noncognitive skills, occupational attainment, and relative wages," Labour Economics, Elsevier, vol. 18(1), pages 1-13, January.
    6. repec:dau:papers:123456789/1552 is not listed on IDEAS
    7. Cai, Lixin, 2010. "The relationship between health and labour force participation: Evidence from a panel data simultaneous equation model," Labour Economics, Elsevier, vol. 17(1), pages 77-90, January.
    8. Anne Daly & Xin Meng & Akira Kawaguchi & Karen Mumford, 2006. "The Gender Wage Gap in Four Countries," The Economic Record, The Economic Society of Australia, vol. 82(257), pages 165-176, June.
    9. Christofides, Louis N. & Polycarpou, Alexandros & Vrachimis, Konstantinos, 2013. "Gender wage gaps, ‘sticky floors’ and ‘glass ceilings’ in Europe," Labour Economics, Elsevier, vol. 21(C), pages 86-102.
    10. Gallen, Yana & Lesner, Rune V. & Vejlin, Rune, 2019. "The labor market gender gap in Denmark: Sorting out the past 30 years," Labour Economics, Elsevier, vol. 56(C), pages 58-67.
    11. Xin Meng & Dominique Meurs, 2004. "The gender earnings gap: effects of institutions and firms--a comparative study of French and Australian private firms," Oxford Economic Papers, Oxford University Press, vol. 56(2), pages 189-208, April.
    12. Francine D. Blau & Lawrence M. Kahn, 2017. "The Gender Wage Gap: Extent, Trends, and Explanations," Journal of Economic Literature, American Economic Association, vol. 55(3), pages 789-865, September.
    13. Flinn, Christopher J. & Todd, Petra E & Zhang, Weilong, 2018. "Personality traits, intra-household allocation and the gender wage gap," European Economic Review, Elsevier, vol. 109(C), pages 191-220.
    14. Robert Jäckle & Oliver Himmler, 2010. "Health and Wages: Panel Data Estimates Considering Selection and Endogeneity," Journal of Human Resources, University of Wisconsin Press, vol. 45(2).
    15. Wooldridge, Jeffrey M., 1995. "Selection corrections for panel data models under conditional mean independence assumptions," Journal of Econometrics, Elsevier, vol. 68(1), pages 115-132, July.
    16. David W. Johnston & Wang-Sheng Lee, 2012. "Climbing the Job Ladder: New Evidence of Gender Inequity," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 51(1), pages 129-151, January.
    17. François Bourguignon & Francisco H. G. Ferreira & Marta Menéndez, 2007. "Inequality Of Opportunity In Brazil," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 53(4), pages 585-618, December.
    18. Paul Beaudry & David A. Green, 2000. "Cohort patterns in Canadian earnings: assessing the role of skill premia in inequality trends," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 33(4), pages 907-936, November.
    19. Maria Cubel & Ana Nuevo‐Chiquero & Santiago Sanchez‐Pages & Marian Vidal‐Fernandez, 2016. "Do Personality Traits Affect Productivity? Evidence from the Laboratory," Economic Journal, Royal Economic Society, vol. 0(592), pages 654-681, May.
    20. Ross Kelly, 2007. "Changing Skill Intensity in Australian Industry," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 40(1), pages 62-79, March.
    21. 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.
    22. Semykina, Anastasia & Wooldridge, Jeffrey M., 2010. "Estimating panel data models in the presence of endogeneity and selection," Journal of Econometrics, Elsevier, vol. 157(2), pages 375-380, August.
    23. Liying Luo, 2013. "Assessing Validity and Application Scope of the Intrinsic Estimator Approach to the Age-Period-Cohort Problem," Demography, Springer;Population Association of America (PAA), vol. 50(6), pages 1945-1967, December.
    24. Juan D. Barón & Deborah A. Cobb‐Clark, 2010. "Occupational Segregation and the Gender Wage Gap in Private‐ and Public‐Sector Employment: A Distributional Analysis," The Economic Record, The Economic Society of Australia, vol. 86(273), pages 227-246, June.
    25. Welch, Finis, 1979. "Effects of Cohort Size on Earnings: The Baby Boom Babies' Financial Bust," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages 65-97, October.
    26. Francine D. Blau & Lawrence M. Kahn, 2000. "Gender Differences in Pay," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 75-99, Fall.
    27. Daron Acemoglu, 1998. "Why Do New Technologies Complement Skills? Directed Technical Change and Wage Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1055-1089.
    28. 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.
    29. Diane J. Macunovich, 1999. "The fortunes of one's birth: Relative cohort size and the youth labor market in the United States," Journal of Population Economics, Springer;European Society for Population Economics, vol. 12(2), pages 215-272.
    30. David Neumark & Ian Burn & Patrick Button, 2019. "Is It Harder for Older Workers to Find Jobs? New and Improved Evidence from a Field Experiment," Journal of Political Economy, University of Chicago Press, vol. 127(2), pages 922-970.
    31. David Black & Yi‐Ping Tseng & Roger Wilkins, 2010. "The Decline In Male Employment In Australia: A Cohort Analysis," Australian Economic Papers, Wiley Blackwell, vol. 49(3), pages 180-199, September.
    32. Inga Laß & Mark Wooden, 2019. "The Structure of the Wage Gap for Temporary Workers: Evidence from Australian Panel Data," British Journal of Industrial Relations, London School of Economics, vol. 57(3), pages 453-478, September.
    33. Thomas Dohmen & Armin Falk & Bart H. H. Golsteyn & David Huffman & Uwe Sunde, 2017. "Risk Attitudes Across The Life Course," Economic Journal, Royal Economic Society, vol. 127(605), pages 95-116, October.
    34. Luís Santos-Pinto, 2012. "Labor Market Signaling and Self-Confidence: Wage Compression and the Gender Pay Gap," Journal of Labor Economics, University of Chicago Press, vol. 30(4), pages 873-914.
    35. Erosa, Andres & Fuster, Luisa & Restuccia, Diego, 2016. "A quantitative theory of the gender gap in wages," European Economic Review, Elsevier, vol. 85(C), pages 165-187.
    36. Francine Blau & Peter Brummund & Albert Liu, 2013. "Trends in Occupational Segregation by Gender 1970–2009: Adjusting for the Impact of Changes in the Occupational Coding System," Demography, Springer;Population Association of America (PAA), vol. 50(2), pages 471-492, April.
    37. Joanna Tyrowicz & Lucas van der Velde & Irene van Staveren, 2018. "Does Age Exacerbate the Gender-Wage Gap? New Method and Evidence From Germany, 1984–2014," Feminist Economics, Taylor & Francis Journals, vol. 24(4), pages 108-130, October.
    38. Robert H. Topel, 1997. "Factor Proportions and Relative Wages: The Supply-Side Determinants of Wage Inequality," Journal of Economic Perspectives, American Economic Association, vol. 11(2), pages 55-74, Spring.
    39. Sara Charlesworth & Fiona Macdonald, 2015. "Australia’s gender pay equity legislation: how new, how different, what prospects?," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 39(2), pages 421-440.
    40. Michael B. Coelli, 2014. "Occupational Differences and the Australian Gender Wage Gap," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 47(1), pages 44-62, March.
    41. Jacqueline O’Reilly & Mark Smith & Simon Deakin & Brendan Burchell, 2015. "Equal Pay as a Moving Target: International perspectives on forty-years of addressing the gender pay gap," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 39(2), pages 299-317.
    42. Michael Coelli & Jeff Borland, 2016. "Job Polarisation and Earnings Inequality in Australia," The Economic Record, The Economic Society of Australia, vol. 92(296), pages 1-27, March.
    43. Berger, Mark C, 1985. "The Effect of Cohort Size on Earnings Growth: A Reexamination of the Evidence," Journal of Political Economy, University of Chicago Press, vol. 93(3), pages 561-573, June.
    44. de Araujo, Pedro & Lagos, Stephen, 2013. "Self-esteem, education, and wages revisited," Journal of Economic Psychology, Elsevier, vol. 34(C), pages 120-132.
    45. Paul W. Miller, 2005. "The Role of Gender among Low-Paid and High-Paid Workers," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 38(4), pages 405-417, December.
    46. Bart Hobijn & Ayşegül Şahin & Joseph Song, 2010. "The unemployment gender gap during the 2007 recession," Current Issues in Economics and Finance, Federal Reserve Bank of New York, vol. 16(Feb).
    47. Adamchik, Vera A. & Bedi, Arjun S., 2000. "Wage differentials between the public and the private sectors: evidence from an economy in transition," Labour Economics, Elsevier, vol. 7(2), pages 203-224, March.
    48. Joanne Song McLaughlin, 2020. "Falling Between the Cracks: Discrimination Laws and Older Women," LABOUR, CEIS, vol. 34(2), pages 215-238, June.
    49. Huoying Wu, 2007. "Can The Human Capital Approach Explain Life‐Cycle Wage Differentials Between Races And Sexes?," Economic Inquiry, Western Economic Association International, vol. 45(1), pages 24-39, January.
    50. Wouter Nientker & Rob Alessie, 2019. "Female Labor Market Participation Across Cohorts: Evidence from the Netherlands," De Economist, Springer, vol. 167(4), pages 407-433, December.
    51. Lixin Cai & C. Jeffrey Waddoups, 2011. "Union Wage Effects in Australia: Evidence from Panel Data," British Journal of Industrial Relations, London School of Economics, vol. 49(Supplemen), pages 279-305, July.
    52. Wooldridge, Jeffrey M., 2019. "Correlated random effects models with unbalanced panels," Journal of Econometrics, Elsevier, vol. 211(1), pages 137-150.
    53. Michael R Ransom & Ronald L. Oaxaca, 2010. "New Market Power Models and Sex Differences in Pay," Journal of Labor Economics, University of Chicago Press, vol. 28(2), pages 267-289, April.
    54. Robert Breunig & Syed Hasan & Mosfequs Salehin, 2013. "The Immigrant Wage Gap and Assimilation in Australia: Does Unobserved Heterogeneity Matter?," The Economic Record, The Economic Society of Australia, vol. 89(287), pages 490-507, December.
    55. Henry S. Farber & Dan Silverman & Till von Wachter, 2016. "Determinants of Callbacks to Job Applications: An Audit Study," American Economic Review, American Economic Association, vol. 106(5), pages 314-318, May.
    56. Macpherson, David A & Hirsch, Barry T, 1995. "Wages and Gender Composition: Why Do Women's Jobs Pay Less?," Journal of Labor Economics, University of Chicago Press, vol. 13(3), pages 426-471, July.
    57. Nicole M. Fortin, 2019. "Increasing earnings inequality and the gender pay gap in Canada: Prospects for convergence," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 52(2), pages 407-440, May.
    58. Abe, Yukiko, 2010. "Equal Employment Opportunity Law and the gender wage gap in Japan: A cohort analysis," Journal of Asian Economics, Elsevier, vol. 21(2), pages 142-155, April.
    59. Rob Euwals & Marike Knoef & Daniel Vuuren, 2011. "The trend in female labour force participation: what can be expected for the future?," Empirical Economics, Springer, vol. 40(3), pages 729-753, May.
    60. Claudia Goldin, 2014. "A Grand Gender Convergence: Its Last Chapter," American Economic Review, American Economic Association, vol. 104(4), pages 1091-1119, April.
    61. Gould, Eric D & Moav, Omer & Weinberg, Bruce A, 2001. "Precautionary Demand for Education, Inequality, and Technological Progress," Journal of Economic Growth, Springer, vol. 6(4), pages 285-315, December.
    62. Nicole M. Fortin, 2008. "The Gender Wage Gap among Young Adults in the United States: The Importance of Money versus People," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    63. David Card & John E. DiNardo, 2002. "Skill-Biased Technological Change and Rising Wage Inequality: Some Problems and Puzzles," Journal of Labor Economics, University of Chicago Press, vol. 20(4), pages 733-783, October.
    64. 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.
    65. Lixin Cai & Guyonne Kalb, 2006. "Health status and labour force participation: evidence from Australia," Health Economics, John Wiley & Sons, Ltd., vol. 15(3), pages 241-261, March.
    66. Claudia Goldin & Joshua Mitchell, 2017. "The New Life Cycle of Women's Employment: Disappearing Humps, Sagging Middles, Expanding Tops," Journal of Economic Perspectives, American Economic Association, vol. 31(1), pages 161-182, Winter.
    67. Leonora Risse & Lisa Farrell & Tim R L Fry, 2018. "Personality and pay: do gender gaps in confidence explain gender gaps in wages?," Oxford Economic Papers, Oxford University Press, vol. 70(4), pages 919-949.
    68. Chinhui Juhn & Kristin McCue, 2017. "Specialization Then and Now: Marriage, Children, and the Gender Earnings Gap across Cohorts," Journal of Economic Perspectives, American Economic Association, vol. 31(1), pages 183-204, Winter.
    69. David Neumark & Wendy A. Stock, 2006. "The Labor Market Effects of Sex and Race Discrimination Laws," Economic Inquiry, Western Economic Association International, vol. 44(3), pages 385-419, July.
    70. Mary Hallward-Driemeier & Bob Rijkers & Andrew Waxman, 2017. "Can Minimum Wages Close the Gender Wage Gap?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 63(2), pages 310-334, June.
    71. Riju Joshi & Jeffrey M. Wooldridge, 2019. "Correlated Random Effects Models with Endogenous Explanatory Variables and Unbalanced Panels," Annals of Economics and Statistics, GENES, issue 134, pages 243-268.
    72. Nicole M. Fortin, 2019. "Increasing earnings inequality and the gender pay gap in Canada: Prospects for convergence," Canadian Journal of Economics, Canadian Economics Association, vol. 52(2), pages 407-440, May.
    73. Francine Blau & Peter Brummund & Albert Liu, 2013. "Erratum to: Trends in Occupational Segregation by Gender 1970–2009: Adjusting for the Impact of Changes in the Occupational Coding System," Demography, Springer;Population Association of America (PAA), vol. 50(2), pages 493-494, April.
    74. Meng, Xin, 2004. "Gender earnings gap: the role of firm specific effects," Labour Economics, Elsevier, vol. 11(5), pages 555-573, October.
    75. Casey B. Mulligan & Yona Rubinstein, 2008. "Selection, Investment, and Women's Relative Wages Over Time," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(3), pages 1061-1110.
    76. Gerrit Mueller & Erik Plug, 2006. "Estimating the Effect of Personality on Male and Female Earnings," ILR Review, Cornell University, ILR School, vol. 60(1), pages 3-22, October.
    77. Gharehgozli, Orkideh & Atal, Vidya, 2020. "Revisiting the gender wage gap in the United States," Economic Analysis and Policy, Elsevier, vol. 66(C), pages 207-216.
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    More about this item

    Keywords

    gender; wage gap; age; period; cohort; Australia;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

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