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Asymmetric unemployment rate dynamics in Australia

Author

Listed:
  • Gunnar Bårdsen

    (Department of Economics, Norwegian University of Science and Technology)

  • Stan Hurn
  • Zoë McHugh

Abstract

The unemployment rate in Australia is modelled as an assymmetric and non-linear function of aggregate demand, productivity, real wages and unemployment benefits. Negative changes in aggregate demand cause the unemployment rate to rise rapidly, while real wage rigidity contributes its to slow adjustment back towards a lower level of unemployment. The model is developed by exploiting recent developments in automated model-selection procedures.

Suggested Citation

  • Gunnar Bårdsen & Stan Hurn & Zoë McHugh, 2010. "Asymmetric unemployment rate dynamics in Australia," Working Paper Series 10810, Department of Economics, Norwegian University of Science and Technology.
    • Handle: RePEc:nst:samfok:10810
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    File URL: http://www.svt.ntnu.no/iso/WP/2010/1_ausu.pdf
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    References listed on IDEAS

    as
    1. Kevin D. Hoover & Stephen J. Perez, 1999. "Data mining reconsidered: encompassing and the general-to-specific approach to specification search," Econometrics Journal, Royal Economic Society, vol. 2(2), pages 167-191.
    2. Greenwood, Jeremy & MacDonald, Glenn M & Zhang, Guang-Jia, 1996. "The Cyclical Behavior of Job Creation and Job Destruction: A Sectoral Model," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 7(1), pages 95-112, January.
    3. Jennifer Castle & David Hendry, 2010. "Automatic Selection for Non-linear Models," Economics Series Working Papers 473, University of Oxford, Department of Economics.
    4. Layard, Richard & Nickell, Stephen & Jackman, Richard, 2005. "Unemployment: Macroeconomic Performance and the Labour Market," OUP Catalogue, Oxford University Press, number 9780199279173.
    5. Eitrheim, Oyvind & Terasvirta, Timo, 1996. "Testing the adequacy of smooth transition autoregressive models," Journal of Econometrics, Elsevier, vol. 74(1), pages 59-75, September.
    6. Filippo Altissimo & Giovanni L. Violante, 2001. "The non-linear dynamics of output and unemployment in the U.S," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(4), pages 461-486.
    7. Acemoglu, Daron & Scott, Andrew, 1994. "Asymmetries in the Cyclical Behaviour of UK Labour Markets," Economic Journal, Royal Economic Society, vol. 104(427), pages 1303-1323, November.
    8. P. K. Trivedi & G. M. Baker, 1985. "Equilibrium Unemployment in Australia: Concepts and Measurement," The Economic Record, The Economic Society of Australia, vol. 61(3), pages 629-643, September.
    9. Peat, Maurice & Stevenson, Max, 1996. "Asymmetry in the business cycle: Evidence from the Australian labour market," Journal of Economic Behavior & Organization, Elsevier, vol. 30(3), pages 353-368, September.
    10. Lee, Jim, 2000. "The Robustness of Okun's Law: Evidence from OECD Countries," Journal of Macroeconomics, Elsevier, vol. 22(2), pages 331-356, April.
    11. Philip M. Bodman, 1998. "Asymmetry and Duration Dependence in Australian GDP and Unemployment," The Economic Record, The Economic Society of Australia, vol. 74(227), pages 399-411, December.
    12. David F. Hendry, 2001. "Modelling UK inflation, 1875-1991," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 255-275.
    13. David Andolfatto, 1997. "Evidence and Theory on the Cyclical Asymmetry in Unemployment Rate Fluctuations," Canadian Journal of Economics, Canadian Economics Association, vol. 30(3), pages 709-721, August.
    14. Ho‐Chuan (River) Huang & Ya‐Kai Chang, 2005. "INVESTIGATING OKUN's LAW BY THE STRUCTURAL BREAK WITH THRESHOLD APPROACH: EVIDENCE FROM CANADA," Manchester School, University of Manchester, vol. 73(5), pages 599-611, September.
    15. Parker Randall E. & Rothman Philip, 1998. "The Current Depth-of-Recession and Unemployment-Rate Forecasts," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 2(4), pages 1-10, January.
    16. repec:bla:econom:v:58:y:1991:i:229:p:35-55 is not listed on IDEAS
    17. Akram, Qaisar Farooq, 2005. "Multiple unemployment equilibria and asymmetric dynamics--Norwegian evidence," Structural Change and Economic Dynamics, Elsevier, vol. 16(2), pages 263-283, June.
    18. Goodridge, Stephen & Harding, Don & Lloyd, Peter, 1995. "The Long Term Growth In Unemployment," MPRA Paper 3706, University Library of Munich, Germany.
    19. David H. Papell & Christian J. Murray & Hala Ghiblawi, 2000. "The Structure of Unemployment," The Review of Economics and Statistics, MIT Press, vol. 82(2), pages 309-315, May.
    20. J. D. Pitchford, 1983. "Unemployment, Real Wages and the Money Supply in Australia," The Economic Record, The Economic Society of Australia, vol. 59(2), pages 118-131, June.
    21. Hendry, David F., 1995. "Dynamic Econometrics," OUP Catalogue, Oxford University Press, number 9780198283164.
    22. Anh T. Le & Paul W. Miller, 2000. "Australia's Unemployment Problem," The Economic Record, The Economic Society of Australia, vol. 76(232), pages 74-104, March.
    23. Koop, Gary & Potter, Simon M, 1999. "Dynamic Asymmetries in U.S. Unemployment," Journal of Business & Economic Statistics, American Statistical Association, vol. 17(3), pages 298-312, July.
    24. Jeff Borland, 1997. "Unemployment in Australia—Prospects and Policies: An Overview," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 30(4), pages 391-404, December.
    25. Pissarides, Christopher A, 1985. "Short-run Equilibrium Dynamics of Unemployment Vacancies, and Real Wages," American Economic Review, American Economic Association, vol. 75(4), pages 676-690, September.
    26. Philip Rothman, 1998. "Forecasting Asymmetric Unemployment Rates," The Review of Economics and Statistics, MIT Press, vol. 80(1), pages 164-168, February.
    27. Mortensen, Dale & Pissarides, Christopher, 2011. "Job Creation and Job Destruction in the Theory of Unemployment," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 1, pages 1-19.
    28. Proietti, Tommaso, 2003. "Forecasting the US unemployment rate," Computational Statistics & Data Analysis, Elsevier, vol. 42(3), pages 451-476, March.
    29. Isabel Casas & Irene Gijbels, 2009. "Unstable volatility functions: the break preserving local linear estimator," CREATES Research Papers 2009-48, Department of Economics and Business Economics, Aarhus University.
    30. Jim Thomson, 2000. "The Labour Market in Macroeconomic Models of the Australian Economy," Melbourne Institute Working Paper Series wp2000n18, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    31. Huay, Ooi Soon & Groenewold, Nicolaas, 1992. "The Causes of Unemployment in Australia, 1966-1987," Australian Economic Papers, Wiley Blackwell, vol. 31(58), pages 77-93, June.
    32. Bob Gregory, 2000. "A Longer Run Perspective on Australian Unemployment," CEPR Discussion Papers 425, Centre for Economic Policy Research, Research School of Economics, Australian National University.
    33. Skalin, Joakim & Teräsvirta, Timo, 2002. "Modeling Asymmetries And Moving Equilibria In Unemployment Rates," Macroeconomic Dynamics, Cambridge University Press, vol. 6(2), pages 202-241, April.
    34. repec:bla:ecorec:v:59:y:1983:i:165:p:118-31 is not listed on IDEAS
    35. Akram, Q. Farooq & Nymoen, Ragnar, 2006. "Econometric modelling of slack and tight labour markets," Economic Modelling, Elsevier, vol. 23(4), pages 579-596, July.
    36. Teräsvirta, Timo, 1996. "Smooth Transition Models," SSE/EFI Working Paper Series in Economics and Finance 132, Stockholm School of Economics.
    37. Tom Valentine, 1993. "The Sources Of Unemployment: A Simple Econometric Analysis," Economic Papers, The Economic Society of Australia, vol. 12(4), pages 1-20, December.
    38. David F. Hendry & Hans-Martin Krolzig, 1999. "Improving on 'Data mining reconsidered' by K.D. Hoover and S.J. Perez," Econometrics Journal, Royal Economic Society, vol. 2(2), pages 202-219.
    39. Guy Debelle & James Vickery, 1998. "The Macroeconomics of Australian Unemployment," RBA Annual Conference Volume (Discontinued), in: Guy Debelle & Jeff Borland (ed.),Unemployment and the Australian Labour Market, Reserve Bank of Australia.
    40. Paramsothy Silvapulle & Imad Moosa & Mervyn Silvapulle, 2004. "Asymmetry in Okun's law," Canadian Journal of Economics, Canadian Economics Association, vol. 37(2), pages 353-374, May.
    41. Akram,Q.F. & Nymoen,R., 2001. "Employment behaviour in slack and tight labour markets," Memorandum 27/2001, Oslo University, Department of Economics.
    42. Randal Verbrugge Randal Verbrugge, 1997. "Investigating Cyclical Asymmetries," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 2(1), pages 1-10, April.
    43. Hansen Bruce E., 1997. "Inference in TAR Models," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 2(1), pages 1-16, April.
    44. Kurt Brännäs & Henry Ohlsson, 1999. "Asymmetric Time Series and Temporal Aggregation," The Review of Economics and Statistics, MIT Press, vol. 81(2), pages 341-344, May.
    45. Jovanovic, Boyan, 1987. "Work, Rest, and Search: Unemployment, Turnover, and the Cycle," Journal of Labor Economics, University of Chicago Press, vol. 5(2), pages 131-148, April.
    46. repec:bla:ecorec:v:61:y:1985:i:174:p:629-43 is not listed on IDEAS
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    2. David F. Hendry & Felix Pretis, 2013. "Anthropogenic influences on atmospheric CO2," Chapters, in: Roger Fouquet (ed.), Handbook on Energy and Climate Change, chapter 12, pages 287-326, Edward Elgar Publishing.
    3. Ivan Kitov & Oleg Kitov, 2011. "The Australian Phillips curve and more," Papers 1102.1851, arXiv.org.
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    More about this item

    JEL classification:

    • C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Hypothesis Testing: General
    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
    • C87 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Econometric Software
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles

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