Economic Growth and Regional Labor Market Development in German Regions: Okun’s Law in a Spatial Context
AbstractThe 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.
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Bibliographic InfoPaper provided by E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN) in its series FCN Working Papers with number 5/2013.
Length: 41 pages
Date of creation: Mar 2013
Date of revision:
Okun’s Law; Spatial Econometrics; Regional Labor Markets; Regional Growth;
Find related papers by 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; Longitudinal Data; Spatial Time Series
- E24 - Macroeconomics and Monetary Economics - - Macroeconomics: Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution
- 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)
This paper has been announced in the following NEP Reports:
- NEP-ALL-2013-04-13 (All new papers)
- NEP-GEO-2013-04-13 (Economic Geography)
- NEP-URE-2013-04-13 (Urban & Real Estate Economics)
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- Hans-Friedrich Eckey & Reinhold Kosfeld & Matthias Türck, 2006. "Abgrenzung deutscher Arbeitsmarktregionen," Discussion Papers in Economics 81/06, University of Kassel, Institute of Economics.
- Moosa, Imad A., 1997. "A Cross-Country Comparison of Okun's Coefficient," Journal of Comparative Economics, Elsevier, vol. 24(3), pages 335-356, June.
- 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.
- Michael C. Burda & Jennifer Hunt, 2011.
"What Explains the German Labor Market Miracle in the Great Recession?,"
SFB 649 Discussion Papers
SFB649DP2011-031, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
- 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.
- Burda, Michael C & Hunt, Jennifer, 2011. "What Explains the German Labor Market Miracle in the Great Recession?," CEPR Discussion Papers 8520, C.E.P.R. Discussion Papers.
- Burda, Michael C. & Hunt, Jennifer, 2011. "What Explains the German Labor Market Miracle in the Great Recession?," IZA Discussion Papers 5800, Institute for the Study of Labor (IZA).
- Michael C. Burda & Jennifer Hunt, 2011. "What Explains the German Labor Market Miracle in the Great Recession?," NBER Working Papers 17187, National Bureau of Economic Research, Inc.
- Oliver Lerbs & Christian Oberst, 2011. "Explaining the Spatial Variation in Homeownership Rates: Results for German Regions," CESifo Working Paper Series 3377, CESifo Group Munich.
- Dimitris Christopoulos, 2004.
"The relationship between output and unemployment: Evidence from Greek regions,"
Economics of Governance,
Springer, vol. 83(3), pages 611-620, 07.
- Dimitris Christopoulos, 2004. "The relationship between output and unemployment: Evidence from Greek regions," Papers in Regional Science, Springer, vol. 83(3), pages 611-620, 07.
- Nicholas Apergis & Anthony Rezitis, 2003. "An examination of Okun's law: evidence from regional areas in Greece," Applied Economics, Taylor and Francis Journals, vol. 35(10), pages 1147-1151.
- 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.
- 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].
- Edward S. Knotek & II, 2007. "How useful is Okun's law?," Economic Review, Federal Reserve Bank of Kansas City, issue Q IV, pages 73-103.
- Helmut Herwartz & Annekatrin Niebuhr, 2011. "Growth, unemployment and labour market institutions: evidence from a cross-section of EU regions," Applied Economics, Taylor and Francis Journals, vol. 43(30), pages 4663-4676.
- 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 467629, International Labour Organization.
- 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.
- G�ran Therborn & K.C. Ho, 2009. "Introduction," City, Taylor and Francis Journals, vol. 13(1), pages 53-62, March.
- Ulrich Zierahn, 2010.
"The Importance of Spatial Autocorrelation for Regional Employment Growth in Germany,"
MAGKS Papers on Economics
201031, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
- Ulrich Zierahn, 2011. "The importance of spatial autocorrelation for regional employment growth in Germany," ERSA conference papers ersa10p205, European Regional Science Association.
- Christian Pierdzioch & Jan‐Christoph Rülke & Georg Stadtmann, 2012. "Is there a Core of Macroeconomics that Euro Area Forecasters Believe In?," German Economic Review, Verein für Socialpolitik, vol. 13(1), pages 103-115, 02.
- 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 268-84, June.
- J. Elhorst, 2010. "Applied Spatial Econometrics: Raising the Bar," Spatial Economic Analysis, Taylor and Francis Journals, vol. 5(1), pages 9-28.
- J. M. Casado-Diaz, 2000. "Local Labour Market Areas in Spain: A Case Study," Regional Studies, Taylor and Francis Journals, vol. 34(9), pages 843-856.
- Leopold Sogner & Alfred Stiassny, 2002. "An analysis on the structural stability of Okun's law--a cross-country study," Applied Economics, Taylor and Francis Journals, vol. 34(14), pages 1775-1787.
- 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.
- Kwami Adanu, 2005. "A cross-province comparison of Okun's coefficient for Canada," Applied Economics, Taylor and Francis Journals, vol. 37(5), pages 561-570.
- 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.
- 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, Center of Applied Economic Research Münster (CAWM), University of Münster.
- Hubert, Frank, 1997. "Das Okun'sche Gesetz: Eine empirische Überprüfung für ausgewählte OECD-Länder unter besonderer Berücksichtigung der nationalen Arbeitsmarktordnungen," Arbeitspapiere des Instituts fÃ¼r Statistik und Ãkonometrie 13, Johannes Gutenberg-Universität Mainz, Institut für Statistik und Ökonometrie.
- 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.
- 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 September, pages 399-418.
- Hans-Joachim Schalk & Jörg Lüschow & Gerhard Untiedt, 1997. "Wachstum und Arbeitslosigkeit : gibt es noch einen Zusammenhang?," Ifo Schnelldienst, Ifo Institute for Economic Research at the University of Munich, vol. 50(17-18), pages 03-14, October.
- 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.
- Palmer, Johannes & Sorda, Giovanni & Madlener, Reinhard, 2013. "Modeling the Diffusion of Residential Photovoltaic Systems in Italy: An Agent-based Simulation," FCN Working Papers 9/2013, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
- Bruns, Stephan B. & Gross, Christian, 2013. "What if Energy Time Series are not Independent? Implications for Energy-GDP Causality Analysis," FCN Working Papers 10/2013, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
- 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).
- Rui M. Pereira, 2013. "Okun's Law and Regional Spillovers:Evidence from Virginia Metropolitan Statistical Areas," Working Papers 140, Department of Economics, College of William and Mary.
- Rohlfs, Wilko & Madlener, Reinhard, 2013. "Optimal Power Generation Investment: Impact of Technology Choices and Existing Portfolios for Deploying Low-Carbon Coal Technologies," FCN Working Papers 12/2013, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
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