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Economic Growth and Regional Labor Market Development in German Regions: Okun’s Law in a Spatial Context

Author

Listed:
  • Oberst, Christian

    (E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN))

  • Oelgemöller, Jens

    (Institute for Spatial and Housing Economics)

Abstract
The inverse relationship between economic growth and labor market developments in the form of changes in the unemployment rate is known in economic literature as Okun’s law. The objectives of this paper are to estimate a regionalized Okun coefficient and its associated (regional) unemployment thresholds. The suitability and limitations of Okun’s law as a rule of thumb for regional economic growth and labor market policy are also discussed. Motivated by “Germany’s Jobs Miracle” in face of the economic crisis of 2008 and 2009, the existence of an uncoupling effect between economic and unemployment growth is questioned and whether regional economic growth is a driving force for regional labor market development. A regional dataset for the years 2002 to 2009 is employed for this study. The spatial dimension is pursued in two ways: a non-parametric approach using functionally defined labor markets as study areas and the application of spatial econometric panel data models, in particular the Spatial Durbin Error Model. The rationale is that functionally defined regional study areas are the appropriate spatial reference level for the analysis. It is found that, without accounting for spatial dependence, regionalized Okun coefficients are likely to be overestimated. The empirical results confirm a positive impact of economic growth on labor market performance; however, the estimated effect of regional economic growth is far lower than would have been expected. The paper illustrates the limited transferability of Okun’s law as a rule of thumb for growth dynamics on a regional level as well as limitations of regional growth dynamics for regional labor market development.

Suggested Citation

  • Oberst, Christian & Oelgemöller, Jens, 2013. "Economic Growth and Regional Labor Market Development in German Regions: Okun’s Law in a Spatial Context," FCN Working Papers 5/2013, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
    • Handle: RePEc:ris:fcnwpa:2013_005
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    References listed on IDEAS

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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. Ulrich Zierahn, 2012. "The importance of spatial autocorrelation for regional employment growth in Germany," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 32(1), pages 19-43, March.
    3. Kwami Adanu, 2005. "A cross-province comparison of Okun's coefficient for Canada," Applied Economics, Taylor & Francis Journals, vol. 37(5), pages 561-570.
    4. Malley, Jim & Molana, Hassan, 2008. "Output, unemployment and Okun's law: Some evidence from the G7," Economics Letters, Elsevier, vol. 101(2), pages 113-115, November.
    5. Vicente Royuela & Miguel Vargas, 2007. "Defining housing market areas using commuting and migration algorithms.Catalonia (Spain) as an applied case study," IREA Working Papers 200707, University of Barcelona, Research Institute of Applied Economics, revised Apr 2007.
    6. Oberst, Christian A., 2011. "A methodology approach to delineate functional economic market areas: With an iterative three-step spatial clustering procedure," CAWM Discussion Papers 55, University of Münster, Münster Center for Economic Policy (MEP).
    7. McCombie, J S L & de Ridder, J R, 1984. ""The Verdoorn Law Controversy": Some New Empirical Evidence Using U.S. State Data," Oxford Economic Papers, Oxford University Press, vol. 36(2), pages 268-284, June.
    8. Dimitris Christopoulos, 2004. "The relationship between output and unemployment: Evidence from Greek regions," Economics of Governance, Springer, vol. 83(3), pages 611-620, July.
    9. 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.
    10. Michael C. Burda & Jennifer Hunt, 2011. "What Explains the German Labor Market Miracle in the Great Recession," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(1 (Spring), pages 273-335.
    11. Moosa, Imad A., 1997. "A Cross-Country Comparison of Okun's Coefficient," Journal of Comparative Economics, Elsevier, vol. 24(3), pages 335-356, June.
    12. Eckey, Hans-Friedrich & Kosfeld, Reinhold & Türck, Matthias, 2006. "Abgrenzung deutscher Arbeitsmarktregionen," Volkswirtschaftliche Diskussionsbeiträge 81, University of Kassel, Faculty of Economics and Management.
    13. 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.
    14. Christian Oberst, "undated". "A Methodology Approach to Delineate Functional Economic Market Areas," Working Papers 201281, Institute of Spatial and Housing Economics, Munster Universitary.
    15. J. M. Casado-Diaz, 2000. "Local Labour Market Areas in Spain: A Case Study," Regional Studies, Taylor & Francis Journals, vol. 34(9), pages 843-856.
    16. Edward S. Knotek, 2007. "How useful is Okun's law?," Economic Review, Federal Reserve Bank of Kansas City, vol. 92(Q IV), pages 73-103.
    17. Michael T. Owyang & Tatevik Sekhposyan, 2012. "Okun’s law over the business cycle: was the great recession all that different?," Review, Federal Reserve Bank of St. Louis, issue Sep, pages 399-418.
    18. Pierdzioch Christian & Stadtmann Georg & Rülke Jan-Christoph, 2012. "Is there a Core of Macroeconomics that Euro Area Forecasters Believe In?," German Economic Review, De Gruyter, vol. 13(1), pages 103-115, February.
    19. J. Paul Elhorst, 2003. "The Mystery of Regional Unemployment Differentials: Theoretical and Empirical Explanations," Journal of Economic Surveys, Wiley Blackwell, vol. 17(5), pages 709-748, December.
    20. Hans-Joachim Schalk & Jörg Lüschow & Gerhard Untiedt, 1997. "Wachstum und Arbeitslosigkeit : gibt es noch einen Zusammenhang?," ifo Schnelldienst, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 50(17), pages 03-14, October.
    21. D. T. Nguyen & A. Mahinda Siriwardana, 1988. "The Relationship Between Output Growth and Unemployment: A Re‐examination of Okun's Law in Australia," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 21(1), pages 16-27, March.
    22. 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.
    23. Hans-Joachim Schalk & Jörg Lüschow & Gerhard Untiedt, 1997. "Wachstum und Arbeitslosigkeit : gibt es noch einen Zusammenhang?," ifo Schnelldienst, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 50(17-18), pages 03-14, October.
    24. Aki Kangasharju & Jaakko Pehkonen, 2001. "Employment-output link in Finland : evidence from regional data," Finnish Economic Papers, Finnish Economic Association, vol. 14(1), pages 41-50, Spring.
    25. James LeSage & R. Kelley Pace, 2010. "Spatial Econometrics," Book Chapters, in: Web Book of Regional Science, Regional Research Institute, West Virginia University.
    26. Cazes, Sandrine. & Verick, Sher. & Al Hussami, Fares., 2011. "Diverging trends in unemployment in the United States and Europe : evidence from Okun's law and the global financial crisis," ILO Working Papers 994676293402676, International Labour Organization.
    27. Oliver W. Lerbs & Christian A. Oberst, 2014. "Explaining the Spatial Variation in Homeownership Rates: Results for German Regions," Regional Studies, Taylor & Francis Journals, vol. 48(5), pages 844-865, May.
    28. 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.
    29. Dauth, Wolfgang, 2010. "Agglomeration and regional employment growth," IAB-Discussion Paper 201007, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    30. J. Elhorst, 2010. "Applied Spatial Econometrics: Raising the Bar," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(1), pages 9-28.
    31. Hubert, Frank, 1997. "Das Okun'sche Gesetz: Eine empirische Überprüfung für ausgewählte OECD-Länder unter besonderer Berücksichtigung der nationalen Arbeitsmarktordnungen," Arbeitspapiere des Instituts für Statistik und Ökonometrie 13, Johannes Gutenberg-Universität Mainz, Institut für Statistik und Ökonometrie.
    32. 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.
    33. repec:ilo:ilowps:467629 is not listed on IDEAS
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    Cited by:

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    2. Camilo Alberto Cárdenas Hurtado & María Alejandra Hernández Montes & Jhon Edwar Torres Gorron, 2015. "A Statistical Analysis of Heterogeneity on Labour Markets and Unemployment Rates in Colombia," Revista Desarrollo y Sociedad, Universidad de los Andes,Facultad de Economía, CEDE, August.
    3. Rohlfs, Wilko & Madlener, Reinhard, 2013. "Challenges in the Evaluation of Ultra-Long-Lived Projects: Risk Premia for Projects with Eternal Returns or Costs," FCN Working Papers 13/2013, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
    4. 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.
    5. 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.
    6. Rodrigo Melo Gois & Marco Antonio Jorge, 2017. "Investigating the Okun’s Law in Brazil and three of its Metropolitan Areas," Revista de Economia Mackenzie (REM), Mackenzie Presbyterian University, Social and Applied Sciences Center, vol. 14(1), pages 24-58, January-J.
    7. Vakulenko, Elena, 2015. "Analysis of the relationship between regional labour markets in Russia using Okun’s model," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 40(4), pages 28-48.
    8. Harmsen - van Hout, Marjolein & Ghosh, Gaurav & Madlener, Reinhard, 2013. "The Impact of Green Framing on Consumers’ Valuations of Energy-Saving Measures," FCN Working Papers 7/2013, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
    9. Camilo Alberto Cárdenas Hurtado & María Alejandra Hernández Montes & Jhon Edwar Torres Gorron, 2014. "An Exploratory Analysis of Heterogeneity on Regional Labour Markets and Unemployment Rates in Colombia: An MFACT approach," Borradores de Economia 802, Banco de la Republica de Colombia.
    10. Albers, Scott, 2013. "Okun’s Law as a Pi-to-1 ratio: A harmonic / trigonometric theory as to why Okun’s Law works," MPRA Paper 46633, University Library of Munich, Germany.
    11. Harmsen - van Hout, Marjolein & Ghosh, Gaurav & Madlener, Reinhard, 2013. "An Evaluation of Attribute Anchoring Bias in a Choice Experimental Setting," FCN Working Papers 6/2013, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
    12. Höwer, Daniel & Oberst, Christian A. & Madlener, Reinhard, 2017. "Regionalization Heuristic to Map Spatial Heterogeneity of Macroeconomic Impacts: The Case of the Green Energy Transition in NRW," FCN Working Papers 13/2017, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN), revised 01 Feb 2019.

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    More about this item

    Keywords

    Okun’s Law; Spatial Econometrics; Regional Labor Markets; Regional Growth;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single 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
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)

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