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European unemployment nonlinear dynamics over the business cycles: Markov switching approach

Author

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  • Marianna Oliskevych
  • Iryna Lukianenko

Abstract

The dynamics of European unemployment showed considerable fluctuations and asymmetric behaviour during business cycles over the past decade. The dynamic pattern of unemployment rate demonstrated the significant differences for different countries during its growth and decline periods. To describe the differences in dynamic properties of unemployment rate in different countries and economic situation, we developed the Markov switching autoregressive models with time-varying probabilities of transition between behaviour regimes. The results revealed that the unemployment rate in EU countries during 2000-2016 behaved asymmetrically over the business cycle. Therefore, we got different processes for describing unemployment dynamics in each phase of the economy.

Suggested Citation

  • Marianna Oliskevych & Iryna Lukianenko, 2020. "European unemployment nonlinear dynamics over the business cycles: Markov switching approach," Global Business and Economics Review, Inderscience Enterprises Ltd, vol. 22(4), pages 375-401.
  • Handle: RePEc:ids:gbusec:v:22:y:2020:i:4:p:375-401
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    as
    1. Jeremy Schwartz, 2012. "Labor market dynamics over the business cycle: evidence from Markov switching models," Empirical Economics, Springer, vol. 43(1), pages 271-289, August.
    2. Weron, R & Bierbrauer, M & Trück, S, 2004. "Modeling electricity prices: jump diffusion and regime switching," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 336(1), pages 39-48.
    3. Guglielmo Maria Caporale & Luis A. Gil‐Alana, 2007. "Nonlinearities and Fractional Integration in the US Unemployment Rate," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(4), pages 521-544, August.
    4. Garcia, Rene & Luger, Richard & Renault, Eric, 2003. "Empirical assessment of an intertemporal option pricing model with latent variables," Journal of Econometrics, Elsevier, vol. 116(1-2), pages 49-83.
    5. Camacho, Maximo, 2011. "Markov-switching models and the unit root hypothesis in real US GDP," Economics Letters, Elsevier, vol. 112(2), pages 161-164, August.
    6. Netsunajev, Aleksei, 2013. "Reaction to technology shocks in Markov-switching structural VARs: Identification via heteroskedasticity," Journal of Macroeconomics, Elsevier, vol. 36(C), pages 51-62.
    7. James Galbraith & Jose Enrique Garcilazo, 2010. "Inequalities, employment and income convergence in Europe: evidence from regional data," International Review of Applied Economics, Taylor & Francis Journals, vol. 24(3), pages 359-377.
    8. Andrew Ang & Geert Bekaert, 2002. "International Asset Allocation With Regime Shifts," The Review of Financial Studies, Society for Financial Studies, vol. 15(4), pages 1137-1187.
    9. Brooks,Chris, 2008. "RATS Handbook to Accompany Introductory Econometrics for Finance," Cambridge Books, Cambridge University Press, number 9780521896955.
    10. Davig, Troy, 2004. "Regime-switching debt and taxation," Journal of Monetary Economics, Elsevier, vol. 51(4), pages 837-859, May.
    11. Matus Senaj & Zuzana Siebertova & Norbert Svarda & Jana Valachyova, 2016. "Labour Force Participation Elasticities: the Case of Slovakia," Working Papers Working Paper No. 1/2016, Council for Budget Responsibility.
    12. Chinhui Juhn & Simon Potter & Marcelle Chauvet, 2002. "Markov switching in disaggregate unemployment rates," Empirical Economics, Springer, vol. 27(2), pages 205-232.
    13. Qiang Dai & Kenneth J. Singleton & Wei Yang, 2007. "Regime Shifts in a Dynamic Term Structure Model of U.S. Treasury Bond Yields," The Review of Financial Studies, Society for Financial Studies, vol. 20(5), pages 1669-1706, 2007 12.
    14. Gábor Kátay & Benedek Nobilis, 2009. "Driving Forces Behind Changes in the Aggregate Labour Force Participation in Hungary," MNB Working Papers 2009/5, Magyar Nemzeti Bank (Central Bank of Hungary).
    15. Ornela Shalari & Ermelinda Laho & Anita Gumeni, 2015. "The asymmetry and fractional integration of the unemployment rate in Albania," International Journal of Economic Policy in Emerging Economies, Inderscience Enterprises Ltd, vol. 8(3), pages 229-244.
    16. Barbara Petrongolo & Christopher A. Pissarides, 2008. "The Ins and Outs of European Unemployment," American Economic Review, American Economic Association, vol. 98(2), pages 256-262, May.
    17. Isis Gaddis & Stephan Klasen, 2014. "Economic development, structural change, and women’s labor force participation:," Journal of Population Economics, Springer;European Society for Population Economics, vol. 27(3), pages 639-681, July.
    18. Monica Billio & Silvio Di Sanzo, 2015. "Granger-causality in Markov switching models," Journal of Applied Statistics, Taylor & Francis Journals, vol. 42(5), pages 956-966, May.
    19. Max Gillman & Michal Kejak & Giulia Ghiani, 2014. "Money, Banking and Interest Rates: Monetary Policy Regimes with Markov-Switching VECM Evidence," CEU Working Papers 2014_3, Department of Economics, Central European University.
    20. Klinger, Sabine & Weber, Enzo, 2016. "Detecting unemployment hysteresis: A simultaneous unobserved components model with Markov switching," Economics Letters, Elsevier, vol. 144(C), pages 115-118.
    21. Jeanne, Olivier & Masson, Paul, 2000. "Currency crises, sunspots and Markov-switching regimes," Journal of International Economics, Elsevier, vol. 50(2), pages 327-350, April.
    22. Pelletier, Denis, 2006. "Regime switching for dynamic correlations," Journal of Econometrics, Elsevier, vol. 131(1-2), pages 445-473.
    23. Tsani, Stella & Paroussos, Leonidas & Fragiadakis, Costas & Charalambidis, Ioannis & Capros, Pantelis, 2013. "Female labour force participation and economic growth in the South Mediterranean countries," Economics Letters, Elsevier, vol. 120(2), pages 323-328.
    24. Marianna Oliskevych, 2015. "Hysteresis, Structural Shocks and Common Trends in Labor Market: Consequence for Ukraine," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 4, pages 120-137.
    25. Steven Kennedy & David Hedley, 2003. "Educational attainment and labour force participation in Australia," Economic Roundup, The Treasury, Australian Government, issue 2, pages 27-41, July.
    26. Lanne, Markku & Lütkepohl, Helmut & Maciejowska, Katarzyna, 2010. "Structural vector autoregressions with Markov switching," Journal of Economic Dynamics and Control, Elsevier, vol. 34(2), pages 121-131, February.
    27. Mehmet Caner & Bruce E. Hansen, 2001. "Threshold Autoregression with a Unit Root," Econometrica, Econometric Society, vol. 69(6), pages 1555-1596, November.
    28. Mishra, Vinod & Smyth, Russell, 2010. "Female labor force participation and total fertility rates in the OECD: New evidence from panel cointegration and Granger causality testing," Journal of Economics and Business, Elsevier, vol. 62(1), pages 48-64, January.
    29. Lanne, Markku & Lütkepohl, Helmut, 2010. "Structural Vector Autoregressions With Nonnormal Residuals," Journal of Business & Economic Statistics, American Statistical Association, vol. 28(1), pages 159-168.
    30. Philippe J. Deschamps, 2008. "Comparing smooth transition and Markov switching autoregressive models of US unemployment," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(4), pages 435-462.
    31. repec:iza:izawol:journl:y:2014:p:87 is not listed on IDEAS
    32. Carmen Mihaela Tudorache, 2006. "Labour Force Migration Effects within European Union," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 8(8(503)), pages 91-96, October.
    33. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-384, March.
    34. Philippe J. Deschamps, 2008. "Comparing smooth transition and Markov switching autoregressive models of US unemployment," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(4), pages 435-462.
    35. Oybek Yuldashev & Obid Khakimov, 2011. "Income Taxation And Labor Force Participation In Transition Economies: Evidence From Bulgaria, Russian Federation And Serbia," Anadolu University Journal of Social Sciences, Anadolu University, vol. 11(3), pages 177-198, September.
    36. Beyer, Robert C.M. & Stemmer, Michael A., 2016. "Polarization or convergence? An analysis of regional unemployment disparities in Europe over time," Economic Modelling, Elsevier, vol. 55(C), pages 373-381.
    37. Cevik, Emrah Ismail & Dibooglu, Sel, 2013. "Persistence and non-linearity in US unemployment: A regime-switching approach," Economic Systems, Elsevier, vol. 37(1), pages 61-68.
    38. Herwartz, Helmut & Lütkepohl, Helmut, 2014. "Structural vector autoregressions with Markov switching: Combining conventional with statistical identification of shocks," Journal of Econometrics, Elsevier, vol. 183(1), pages 104-116.
    39. Tam, Henry, 2011. "U-shaped female labor participation with economic development: Some panel data evidence," Economics Letters, Elsevier, vol. 110(2), pages 140-142, February.
    40. Shen, Chung-Hua & Lin, Kun-Li & Guo, Na, 2016. "Hawk or dove: Switching regression model for the monetary policy reaction function in China," Pacific-Basin Finance Journal, Elsevier, vol. 36(C), pages 94-111.
    41. Lee, Chien-Chiang & Chang, Chun-Ping, 2008. "Unemployment hysteresis in OECD countries: Centurial time series evidence with structural breaks," Economic Modelling, Elsevier, vol. 25(2), pages 312-325, March.
    42. Kathryn Koenders & Richard Rogerson, 2005. "Organizational dynamics over the business cycle: a view on jobless recoveries," Review, Federal Reserve Bank of St. Louis, vol. 87(Jul), pages 555-580.
    43. Netšunajev, Aleksei & Glass, Katharina, 2017. "Uncertainty and employment dynamics in the euro area and the US," Journal of Macroeconomics, Elsevier, vol. 51(C), pages 48-62.
    44. Almut Balleer & Ramon Gomez-Salvador & Jarkko Turunen, 2014. "Labour force participation across Europe: a cohort-based analysis," Empirical Economics, Springer, vol. 46(4), pages 1385-1415, June.
    45. Steven Kennedy & David Hedley, 2003. "A Note on Educational Attainment and Labour Force Participation in Australia," Treasury Working Papers 2003-03, The Treasury, Australian Government, revised Nov 2003.
    46. Bergman, U. Michael & Hansson, Jesper, 2005. "Real exchange rates and switching regimes," Journal of International Money and Finance, Elsevier, vol. 24(1), pages 121-138, February.
    47. Max Gillman & Michal Kejak & Giulia Ghiani, 2014. "Money, Banking and Interest Rates: Monetary Policy Regimes with Markov-Switching VECM Evidence," CEU Working Papers 2014_3, Department of Economics, Central European University.
    48. Adriaan Kalwij & Frederic Vermeulen, 2008. "Health and labour force participation of older people in Europe: What do objective health indicators add to the analysis?," Health Economics, John Wiley & Sons, Ltd., vol. 17(5), pages 619-638, May.
    49. Sher Verick, 2014. "Female labor force participation in developing countries," IZA World of Labor, Institute of Labor Economics (IZA), pages 1-87, September.
    50. Louis N. Christofides & Sofronis Clerides & Costas Hadjiyiannis & Michel S. Michael, 2007. "The Impact of Foreign Workers on the Labour Market of Cyprus," Cyprus Economic Policy Review, University of Cyprus, Economics Research Centre, vol. 1(2), pages 37-49, December.
    51. Biagi, Federico & Lucifora, Claudio, 2008. "Demographic and education effects on unemployment in Europe," Labour Economics, Elsevier, vol. 15(5), pages 1076-1101, October.
    52. Alizadeh, Amir H. & Huang, Chih-Yueh & van Dellen, Stefan, 2015. "A regime switching approach for hedging tanker shipping freight rates," Energy Economics, Elsevier, vol. 49(C), pages 44-59.
    53. Franchi, Massimo & Ordóñez, Javier, 2008. "Common smooth transition trend-stationarity in European unemployment," Economics Letters, Elsevier, vol. 101(2), pages 106-109, November.
    54. Noel Gaston & Gulasekaran Rajaguru, 2015. "A Markov-switching structural vector autoregressive model of boom and bust in the Australian labour market," Empirical Economics, Springer, vol. 49(4), pages 1271-1299, December.
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