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Unemployment in Greece: evidence from Greek regions

Author

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  • Evangelia Papapetrou

    (Bank of Greece and University of Athens)

  • Dimitrios Bakas

    (University of Athens)

Abstract

The purpose of the paper is to examine the nature of Greek unemployment allowing for cross-sectional dependence among Greek regions and for the presence of structural breaks. The paper contributes to the literature assessing the stochastic properties of Greek regional unemployment rates using recently developed and more powerful panel unit-root tests, such as the Lagrange Multiplier (LM) panel unit root test of Im et al. (2010), that allow for level and trend breaks, heterogeneity and cross-sectional dependence in the panel. The results show that in all cases, after taking into account the fact that regional unemployment rates in Greece are subject to a structural break both in mean and the slope of the series, the null hypothesis of a unit root is not rejected, indicating that the Greek regional unemployment series are non-stationary with the presence of a structural break.

Suggested Citation

  • Evangelia Papapetrou & Dimitrios Bakas, 2012. "Unemployment in Greece: evidence from Greek regions," Working Papers 146, Bank of Greece.
    • Handle: RePEc:bog:wpaper:146
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    1. Olivier J. Blanchard & Lawrence H. Summers, 1986. "Hysteresis and the European Unemployment Problem," NBER Chapters, in: NBER Macroeconomics Annual 1986, Volume 1, pages 15-90, National Bureau of Economic Research, Inc.
    2. Miguel A. León‐Ledesma & Peter McAdam, 2004. "Unemployment, Hysteresis And Transition," Scottish Journal of Political Economy, Scottish Economic Society, vol. 51(3), pages 377-401, August.
    3. Choi, In, 2001. "Unit root tests for panel data," Journal of International Money and Finance, Elsevier, vol. 20(2), pages 249-272, April.
    4. Hadri, Kaddour & Kurozumi, Eiji & 黒住, 英司, 2008. "A Simple Panel Stationarity Test in the Presence of Cross-Sectional Dependence," CCES Discussion Paper Series 7, Center for Research on Contemporary Economic Systems, Graduate School of Economics, Hitotsubashi University.
    5. Gomes, Fábio Augusto Reis & da Silva, Cleomar Gomes, 2009. "Hysteresis versus NAIRU and convergence versus divergence: The behavior of regional unemployment rates in Brazil," The Quarterly Review of Economics and Finance, Elsevier, vol. 49(2), pages 308-322, May.
    6. Margarita Katsimi, 2000. "Stochastic shifts in the natural rate of unemployment: evidence from Greece," Applied Economics Letters, Taylor & Francis Journals, vol. 7(4), pages 239-242.
    7. Anindya Banerjee & Massimiliano Marcellino & Chiara Osbat, 2004. "Some cautions on the use of panel methods for integrated series of macroeconomic data," Econometrics Journal, Royal Economic Society, vol. 7(2), pages 322-340, December.
    8. Christian Gengenbach & Franz C. Palm & Jean-Pierre Urbain, 2010. "Panel Unit Root Tests in the Presence of Cross-Sectional Dependencies: Comparison and Implications for Modelling," Econometric Reviews, Taylor & Francis Journals, vol. 29(2), pages 111-145, April.
    9. Patrick Sevestre & Laszlo Matyas, 2008. "The Econometrics of Panel Data," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00279977, HAL.
    10. Moon, H.R.Hyungsik Roger & Perron, Benoit, 2004. "Testing for a unit root in panels with dynamic factors," Journal of Econometrics, Elsevier, vol. 122(1), pages 81-126, September.
    11. Kaddour Hadri, 2000. "Testing for stationarity in heterogeneous panel data," Econometrics Journal, Royal Economic Society, vol. 3(2), pages 148-161.
    12. Leon-Ledesma, Miguel A, 2002. "Unemployment Hysteresis in the US States and the EU: A Panel Approach," Bulletin of Economic Research, Wiley Blackwell, vol. 54(2), pages 95-103, April.
    13. Georges Bresson & Badi H. Baltagi & Alain Pirotte, 2007. "Panel unit root tests and spatial dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 339-360.
    14. Blanchard, Olivier J. & Summers, Lawrence H., 1987. "Hysteresis in unemployment," European Economic Review, Elsevier, vol. 31(1-2), pages 288-295.
    15. Stephen Nickell & Luca Nunziata & Wolfgang Ochel, 2005. "Unemployment in the OECD Since the 1960s. What Do We Know?," Economic Journal, Royal Economic Society, vol. 115(500), pages 1-27, January.
    16. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    17. Matteo Lanzafame, 2010. "The nature of regional unemployment in Italy," Empirical Economics, Springer, vol. 39(3), pages 877-895, December.
    18. Junsoo Lee & Mark C. Strazicich, 2013. "Minimum LM unit root test with one structural break," Economics Bulletin, AccessEcon, vol. 33(4), pages 2483-2492.
    19. Vasilis Sarafidis & Tom Wansbeek, 2012. "Cross-Sectional Dependence in Panel Data Analysis," Econometric Reviews, Taylor & Francis Journals, vol. 31(5), pages 483-531, September.
    20. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    21. Christian Dreger & Hans-Eggert Reimers, 2009. "Hysteresis in the development of unemployment: the EU and US experience," Spanish Economic Review, Springer;Spanish Economic Association, vol. 11(4), pages 267-276, December.
    22. Christophe Hurlin, 2010. "What would Nelson and Plosser find had they used panel unit root tests?," Applied Economics, Taylor & Francis Journals, vol. 42(12), pages 1515-1531.
    23. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    24. Taylor, Mark P. & Sarno, Lucio, 1998. "The behavior of real exchange rates during the post-Bretton Woods period," Journal of International Economics, Elsevier, vol. 46(2), pages 281-312, December.
    25. Markus Eberhardt & Anindya Banerjee and J. James Reade, 2010. "Panel Estimation for Worriers," Economics Series Working Papers 514, University of Oxford, Department of Economics.
    26. Dimitris Christopoulos, 2004. "The relationship between output and unemployment: Evidence from Greek regions," Economics of Governance, Springer, vol. 83(3), pages 611-620, July.
    27. Perron, Pierre, 1989. "The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis," Econometrica, Econometric Society, vol. 57(6), pages 1361-1401, November.
    28. Edmund S. Phelps, 1968. "Money-Wage Dynamics and Labor-Market Equilibrium," Journal of Political Economy, University of Chicago Press, vol. 76(4), pages 678-678.
    29. Knut Røed, 1997. "Hysteresis in Unemployment," Journal of Economic Surveys, Wiley Blackwell, vol. 11(4), pages 389-418, December.
    30. Apergis, Nicholas, 2005. "An estimation of the natural rate of unemployment in Greece," Journal of Policy Modeling, Elsevier, vol. 27(1), pages 91-99, February.
    31. Dimitris K. Christopoulos & Miguel A. León‐Ledesma, 2007. "Unemployment hysteresis in EU countries: what do we really know about it?," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 34(2), pages 80-89, May.
    32. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    33. Karlsson, Sune & Lothgren, Mickael, 2000. "On the power and interpretation of panel unit root tests," Economics Letters, Elsevier, vol. 66(3), pages 249-255, March.
    34. Kyung‐So Im & Junsoo Lee & Margie Tieslau, 2005. "Panel LM Unit‐root Tests with Level Shifts," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(3), pages 393-419, June.
    35. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    36. Junsoo Lee & Mark C. Strazicich, 2003. "Minimum Lagrange Multiplier Unit Root Test with Two Structural Breaks," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 1082-1089, November.
    37. Song, Frank M. & Wu, Yangru, 1998. "Hysteresis in unemployment: Evidence from OECD countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 38(2), pages 181-192.
    38. Theodore Mitrakos & Daphne Nicolitsas, 2006. "Long-term Unemployment in Greece: developments, incidence and composition," Economic Bulletin, Bank of Greece, issue 27, pages 7-41, July.
    39. László Mátyás & Patrick Sevestre (ed.), 2008. "The Econometrics of Panel Data," Advanced Studies in Theoretical and Applied Econometrics, Springer, number 978-3-540-75892-1.
    40. Roed, Knut, 1996. "Unemployment Hysteresis--Macro Evidence from 16 OECD Countries," Empirical Economics, Springer, vol. 21(4), pages 589-600.
    41. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    42. Mr. Dimitri G Demekas & Mr. Zenon Kontolemis, 1996. "Unemployment in Greece: A Survey of the Issues," IMF Working Papers 1996/091, International Monetary Fund.
    43. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    44. Arestis, Philip & Biefang-Frisancho Mariscal, Iris, 1999. "Unit roots and structural breaks in OECD unemployment," Economics Letters, Elsevier, vol. 65(2), pages 149-156, November.
    45. Lee, Cheng-Feng, 2010. "Testing for unemployment hysteresis in nonlinear heterogeneous panels: International evidence," Economic Modelling, Elsevier, vol. 27(5), pages 1097-1102, September.
    46. Kenneth F. Wallis, 1987. "Time Series Analysis Of Bounded Economic Variables," Journal of Time Series Analysis, Wiley Blackwell, vol. 8(1), pages 115-123, January.
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    2. KARGI, Bilal, 2014. "Okun’s Law and Long Term Co-Integration Analysis for OECD Countries (1987-2012)," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 119, pages 77-85.
    3. Nsenga, Dieu & Nach, Mirada & Khobai, Hlalefang & Moyo, Clement & Phiri, Andrew, 2018. "Is it the natural rate or hysteresis hypothesis for unemployment rates in Newly Industrialized Economies?," MPRA Paper 86274, University Library of Munich, Germany.
    4. Dieu Nsenga & Mirada Nach & Hlalefang Khobai & Clement Moyo & Andrew Phiri, 2018. "Is it the natural rate or hysteresis hypothesis for unemployment in Newly Industrialized Economies?," Working Papers 1817, Department of Economics, Nelson Mandela University, revised Apr 2018.
    5. DO ANGO, Simplicio & AMBA OYON, Claude Marius, 2016. "A PANIC Attack on Inflation and Unemployment in Africa: Analysis of Persistence and Convergence," MPRA Paper 79685, University Library of Munich, Germany.
    6. Yannis Psycharis & Dimitris Kallioras & Panagiotis Pantazis, 2014. "Economic crisis and regional resilience: detecting the ‘geographical footprint’ of economic crisis in Greece," Regional Science Policy & Practice, Wiley Blackwell, vol. 6(2), pages 121-141, June.
    7. Vuyokazi Pikoko & Andrew Phiri, 2019. "Is There Hysteresis in South African Unemployment? Evidence from the Post-Recessionary Period," Acta Universitatis Danubius. OEconomica, Danubius University of Galati, issue 15(3), pages 365-387, JUNE.
    8. Vassilis Monastiriotis & Angelo Martelli, 2021. "Crisis, Adjustment and Resilience in the Greek Labor Market: An Unemployment Decomposition Approach," International Regional Science Review, , vol. 44(1), pages 85-112, January.
    9. Giray GOZGOR, 2013. "Unemployment Persistence and Inflation Convergence: Evidence from Regions of Turkey," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 13(1), pages 55-64.
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    11. Yannis PSYCHARIS & Antonis ROVOLIS & Vassilis TSELIOS & Panayotis PANTAZIS, 2014. "Economic Crisis And Regional Development In Greece," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 39, pages 67-85.
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    More about this item

    Keywords

    Unemployment; Hysteresis; Panel unit root tests; Structural breaks; Cross-section dependence;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

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