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Asymmetry and Duration Dependence in Australian GDP and Unemployment

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  • PHILIP M. BODMAN

Abstract

The periodic structure of business cycles suggests that significant asymmetries are present over different phases of the cycle. This paper uses markov regime‐switching models with fixed and duration dependent trasition probabilities to directly model expansions, contractions and durations in Australian GDP growth and unemployment growth. Evidence is found of significant asymmetry in growth rates across expansions and contractions for both series. GDP contractions exhibit duration dependence implying that as output recessions age the likelihood of switching into an expansion phase increases. Unemployment growth does not exhibit duration dependence in either phase. Evidence is also presented that non‐linearities in unemployment growth are well explained by the asymmetries in the GDP growth cycle. The analysis suggests that recessions are periods of rapid and intense job destruction, that Australian unemployment tends to ratchet up in recessionary periods and, in contrast to US and UK studies, that shocks to Australian unemployment growth are more persistent in recessions than expansions.

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  • 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.
  • Handle: RePEc:bla:ecorec:v:74:y:1998:i:227:p:399-411
    DOI: 10.1111/j.1475-4932.1998.tb01934.x
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    2. Moolman, Elna, 2004. "A Markov switching regime model of the South African business cycle," Economic Modelling, Elsevier, vol. 21(4), pages 631-646, July.
    3. Uctum, Remzi, 2007. "Économétrie des modèles à changement de régimes : un essai de synthèse," L'Actualité Economique, Société Canadienne de Science Economique, vol. 83(4), pages 447-482, décembre.
    4. Norman Hutchison & Patricia Fraser & Alastair Adair & Rahul Srivatsa, 2012. "Regime shifts in ex post UK commercial property risk premiums," Journal of Property Research, Taylor & Francis Journals, vol. 29(3), pages 247-269, April.
    5. Hausmann, Ricardo & Rodriguez, Francisco & Wagner, Rodrigo, 2006. "Growth Collapses," Working Paper Series rwp06-046, Harvard University, John F. Kennedy School of Government.
    6. Paul Cashin & Sam Ouliaris, 2004. "Key Features of Australian Business Cycles," Australian Economic Papers, Wiley Blackwell, vol. 43(1), pages 39-58, March.
    7. Maki, Daiki, 2009. "Some properties of a unit root test with multiple level shifts in the presence of Markov level shifts," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 79(5), pages 1754-1760.
    8. Narayan, Paresh Kumar, 2008. "An investigation of the behaviour of Australia's business cycle," Economic Modelling, Elsevier, vol. 25(4), pages 676-683, July.
    9. Luz A. Flórez & Karen L. Pulido-Mahecha & Mario A. Ramos-Veloza, 2018. "Okun´s law in Colombia: a non-linear cointegration," Borradores de Economia 1039, Banco de la Republica de Colombia.
    10. Bårdsen Gunnar & Hurn Stanley & McHugh Zöe, 2012. "Asymmetric Unemployment Rate Dynamics in Australia," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 16(1), pages 1-22, January.
    11. 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.
    12. Breunig, Robert V & Pagan, Adrian R, 2004. "Do Markov-switching models capture nonlinearities in the data?," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 64(3), pages 401-407.
    13. Jesús Crespo Cuaresma, 2003. "Okun's Law Revisited," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(4), pages 439-451, September.
    14. Brian Tavonga Mazorodze & Noureen Siddiq, 2018. "On the Unemployment Output Relation in South Africa: A Non-Linear ARDL Approach," Journal of Economics and Behavioral Studies, AMH International, vol. 10(5), pages 167-178.
    15. Adrian Pagan, 2002. "Learning About Models and Their Fit to Data," International Economic Journal, Taylor & Francis Journals, vol. 16(2), pages 1-18.
    16. Patrick J. Wilson & L.J. Perry, 2004. "Forecasting Australian Unemployment Rates using Spectral Analysis," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 7(4), pages 459-480, December.
    17. Taylor, Andrew & Shepherd, David & Duncan, Stephen, 2005. "The structure of the Australian growth process: A Bayesian model selection view of Markov switching," Economic Modelling, Elsevier, vol. 22(4), pages 628-645, July.
    18. Enders, Walter & Hurn, Stan, 2002. "Asymmetric price adjustment and the Phillips curve," Journal of Macroeconomics, Elsevier, vol. 24(3), pages 395-412, September.
    19. Mahmood Ul Hassan & Pär Stockhammar, 2016. "Fitting probability distributions to economic growth: a maximum likelihood approach," Journal of Applied Statistics, Taylor & Francis Journals, vol. 43(9), pages 1583-1603, July.
    20. Uctum, Remzi, 2007. "Économétrie des modèles à changement de régimes : un essai de synthèse," L'Actualité Economique, Société Canadienne de Science Economique, vol. 83(4), pages 447-482, décembre.
    21. João Sousa Andrade, 2007. "Uma Aplicação da Lei de Okun em Portugal," GEMF Working Papers 2007-04, GEMF, Faculty of Economics, University of Coimbra.
    22. Phil Bodman, "undated". "Are the Effects of Monetary Policy Asymmetric in Australia?," MRG Discussion Paper Series 0406, School of Economics, University of Queensland, Australia.
    23. Gunnar Bårdsen & Stan Hurn & Zoë McHugh, 2002. "A smooth-transition model of the Australian unemployment rate," Working Paper Series 1002, Department of Economics, Norwegian University of Science and Technology, revised 01 Jul 2003.

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