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Regional differences in the Okun’s Relationship: New Evidence for Spain (1980-2015)

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  • Bande, Roberto
  • Martín-Román, Ángel L.

Abstract

This paper provides new empirical evidence on the relationship between the unemployment rate and the output growth in Spain at the regional level. The “gap version” with the output growth on the left-hand side of the equation is our benchmark model. We observe in our estimates that all coefficients are significant and show the expected negative sign. Significant regional differences in the Okun’s relationship, both for the short run and the long run, are found. These results are robust to two different specifications for the gaps: the HP filter and the QT procedure. In the final part of the paper, we also find that the OLS and the GMM estimates for panel data exhibit a similar pattern and that there is a clear asymmetry in the Okun’s relationship in booming and recession phases of the Spanish business cycle.

Suggested Citation

  • Bande, Roberto & Martín-Román, Ángel L., 2017. "Regional differences in the Okun’s Relationship: New Evidence for Spain (1980-2015)," MPRA Paper 79833, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:79833
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    1. Nicholas Apergis & Anthony Rezitis, 2003. "An examination of Okun's law: evidence from regional areas in Greece," Applied Economics, Taylor & Francis Journals, vol. 35(10), pages 1147-1151.
    2. Sandrine Cazes & Sher Verick & Fares Al Hussami, 2013. "Why did unemployment respond so differently to the global financial crisis across countries? Insights from Okun’s Law," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 2(1), pages 1-18, December.
    3. Roger Perman & Gaetan Stephan & Christophe Tavéra, 2015. "Okun's Law—a Meta-analysis," Manchester School, University of Manchester, vol. 83(1), pages 101-126, January.
    4. Celia Melguizo, 2017. "An analysis of Okun’s law for the Spanish provinces," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 37(1), pages 59-90, February.
    5. repec:kap:iaecre:v:6:y:2000:i:3:p:557-570 is not listed on IDEAS
    6. Durech, Richard & Minea, Alexandru & Mustea, Lavinia & Slusna, Lubica, 2014. "Regional evidence on Okun's Law in Czech Republic and Slovakia," Economic Modelling, Elsevier, vol. 42(C), pages 57-65.
    7. Marika Karanassou & Hector Sala & Dennis J. Snower, 2010. "Phillips Curves And Unemployment Dynamics: A Critique And A Holistic Perspective," Journal of Economic Surveys, Wiley Blackwell, vol. 24(1), pages 1-51, February.
    8. Robert J. Gordon, 1984. "Unemployment and Potential Output in the 1980s," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 15(2), pages 537-568.
    9. Kwami Adanu, 2005. "A cross-province comparison of Okun's coefficient for Canada," Applied Economics, Taylor & Francis Journals, vol. 37(5), pages 561-570.
    10. Roberto Bande & Marika Karanassou, 2009. "Labour market flexibility and regional unemployment rate dynamics: Spain 1980-1995," Papers in Regional Science, Wiley Blackwell, vol. 88(1), pages 181-207, March.
    11. Donald Freeman, 2000. "Regional tests of Okun's law," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 6(3), pages 557-570, August.
    12. Prachowny, Martin F J, 1993. "Okun's Law: Theoretical Foundations and Revised Estimates," The Review of Economics and Statistics, MIT Press, vol. 75(2), pages 331-336, May.
    13. Daniel S. Hamermesh & Gerard A. Pfann, 1996. "Adjustment Costs in Factor Demand," Journal of Economic Literature, American Economic Association, vol. 34(3), pages 1264-1292, September.
    14. Aki Kangasharju & Christophe Tavera & Peter Nijkamp, 2012. "Regional Growth and Unemployment: The Validity of Okun's Law for the Finnish Regions," Spatial Economic Analysis, Taylor & Francis Journals, vol. 7(3), pages 381-395, September.
    15. Miquel Clar-Lopez & Jordi López-Tamayo & Raúl Ramos, 2014. "Unemployment forecasts, time varying coefficient models and the Okun’s law in Spanish regions," Economics and Business Letters, Oviedo University Press, vol. 3(4), pages 247-262.
    16. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    17. Goux, Dominique & Maurin, Eric & Pauchet, Marianne, 2001. "Fixed-term contracts and the dynamics of labour demand," European Economic Review, Elsevier, vol. 45(3), pages 533-552, March.
    18. Marina Marinkov & Jean-pierre Geldenhuys, 2007. "Cyclical Unemployment And Cyclical Output: An Estimation Of Okun'S Coefficient For South Africa," South African Journal of Economics, Economic Society of South Africa, vol. 75(3), pages 373-390, September.
    19. repec:bla:presci:v:96:y:2017:i:1:p:191-209 is not listed on IDEAS
    20. Hector Sala & Pedro Trivín, 2014. "Labour market dynamics in Spanish regions: evaluating asymmetries in troublesome times," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 5(2), pages 197-221, August.
    21. Silvia Palombi & Roger Perman & Christophe Tavéra, 2015. "Regional growth and unemployment in the medium run: asymmetric cointegrated Okun's Law for UK regions," Applied Economics, Taylor & Francis Journals, vol. 47(57), pages 6228-6238, December.
    22. Dimitris Christopoulos, 2004. "The relationship between output and unemployment: Evidence from Greek regions," Economics of Governance, Springer, vol. 83(3), pages 611-620, July.
    23. Nickell, S.J., 1987. "Dynamic models of labour demand," Handbook of Labor Economics,in: O. Ashenfelter & R. Layard (ed.), Handbook of Labor Economics, edition 1, volume 1, chapter 9, pages 473-522 Elsevier.
    24. M. Yazgan & Hakan Yilmazkuday, 2009. "Okun’s convergence within the US," Letters in Spatial and Resource Sciences, Springer, vol. 2(2), pages 109-122, October.
    25. Moosa, Imad A., 1997. "A Cross-Country Comparison of Okun's Coefficient," Journal of Comparative Economics, Elsevier, vol. 24(3), pages 335-356, June.
    26. Lee, Jim, 2000. "The Robustness of Okun's Law: Evidence from OECD Countries," Journal of Macroeconomics, Elsevier, vol. 22(2), pages 331-356, April.
    27. Marie-Estelle Binet & François Facchini, 2013. "Okun's Law in the French Regions: A Cross-Regional Comparison," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00812549, HAL.
    28. Brian Silverstone & Richard Harris, 2001. "Testing for asymmetry in Okun's law: A cross-country comparison," Economics Bulletin, AccessEcon, vol. 5(2), pages 1-13.
    29. Binet Marie-estelle & Francois Facchini, 2013. "Okun's law in the french regions: a cross-regional comparison," Economics Bulletin, AccessEcon, vol. 33(1), pages 420-433.
    30. Roger Perman & Christophe Tavera, 2005. "A cross-country analysis of the Okun's Law coefficient convergence in Europe," Applied Economics, Taylor & Francis Journals, vol. 37(21), pages 2501-2513.
    31. Abowd, John M. & Kramarz, Francis, 2003. "The costs of hiring and separations," Labour Economics, Elsevier, vol. 10(5), pages 499-530, October.
    32. Guisinger, Amy Y. & Hernandez-Murillo, Ruben & Owyang, Michael T. & Sinclair, Tara M., 2018. "A state-level analysis of Okun's law," Regional Science and Urban Economics, Elsevier, vol. 68(C), pages 239-248.
    33. Daly, Mary C. & Fernald, John G. & Jorda, Oscar & Nechio, Fernanda, 2014. "Interpreting deviations from Okun’s Law," FRBSF Economic Letter, Federal Reserve Bank of San Francisco.
    34. Bande, Roberto & Fernández, Melchor & Montuenga, Víctor, 2008. "Regional unemployment in Spain: Disparities, business cycle and wage setting," Labour Economics, Elsevier, vol. 15(5), pages 885-914, October.
    35. repec:adr:anecst:y:1996:i:41-42 is not listed on IDEAS
    36. Helmut Herwartz & Annekatrin Niebuhr, 2011. "Growth, unemployment and labour market institutions: evidence from a cross-section of EU regions," Applied Economics, Taylor & Francis Journals, vol. 43(30), pages 4663-4676.
    37. Adolfo Maza & José Villaverde, 2007. "Okun's law in the Spanish regions," Economics Bulletin, AccessEcon, vol. 18(5), pages 1-11.
    38. Rui Pereira, 2014. "Okun’s law, asymmetries and regional spillovers: evidence from Virginia metropolitan statistical areas and the District of Columbia," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 52(2), pages 583-595, March.
    39. Silvia Palombi & Roger Perman & Christophe Tavéra, 2017. "Commuting effects in Okun's Law among British areas: Evidence from spatial panel econometrics," Papers in Regional Science, Wiley Blackwell, vol. 96(1), pages 191-209, March.
    40. Leopold Sogner & Alfred Stiassny, 2002. "An analysis on the structural stability of Okun's law--a cross-country study," Applied Economics, Taylor & Francis Journals, vol. 34(14), pages 1775-1787.
    41. Marie-Estelle Binet & François Facchini, 2013. "Okun's Law in the French Regions: A Cross-Regional Comparison," Post-Print halshs-00812549, HAL.
    42. Mary C. Daly & Bart Hobijn, 2010. "Okun’s law and the unemployment surprise of 2009," FRBSF Economic Letter, Federal Reserve Bank of San Francisco, issue mar8.
    43. Ho-Chuan (River) Huang & Chih-Chuan Yeh, 2013. "Okun's law in panels of countries and states," Applied Economics, Taylor & Francis Journals, vol. 45(2), pages 191-199, January.
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    More about this item

    Keywords

    Okun’s Law; unemployment; GDP; Spanish regions.;

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • E23 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Production
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

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