Human Capital Mobility and Convergence – A Spatial Dynamic Panel Model of the German Regions
AbstractSince the fall of the iron curtain in 1989, the migration deficit of the Eastern part of Germany has accumulated to 1.8 million people, which is over ten percent of its initial population. Depending on their human capital endowment, these migrants might either â in the case of low-skilled migration â accelerate or â in high-skilled case â impede convergence. Due to the availability of detailed data on regional human capital, migration and productivity growth, we are able to test how geographic mobility affects convergence via the human capital selectivity of migration. With regard to the endogeneity of the migration flows and human capital, we apply a dynamic panel data model within the framework of β-convergence and account for spatial dependence. The regressions indicate a positive, robust, but modest effect of a migration surplus on regional productivity growth. After controlling for human capital, the effect of migration decreases; this decrease indicates that skill selectivity is one way that migration impacts growth.
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Bibliographic InfoPaper provided by Halle Institute for Economic Research in its series IWH Discussion Papers with number 9.
Date of creation: Oct 2012
Date of revision:
human capital mobility; regional growth; spatial panel models;
Other versions of this item:
- Kubis, Alexander & Schneider, Lutz, 2012. "Human capital mobility and convergence : a spatial dynamic panel model of the German regions," IAB Discussion Paper 201223, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population
- R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
- C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Longitudinal Data; Spatial Time Series
This paper has been announced in the following NEP Reports:
- NEP-ALL-2012-10-27 (All new papers)
- NEP-EUR-2012-10-27 (Microeconomic European Issues)
- NEP-GEO-2012-10-27 (Economic Geography)
- NEP-MIG-2012-10-27 (Economics of Human Migration)
- NEP-URE-2012-10-27 (Urban & Real Estate Economics)
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Stephen Drinkwater & Paul Levine & Emanuela Lotti & Joseph Pearlman, 2003. "The Economic Impact of Migration: A Survey," School of Economics Discussion Papers 0103, School of Economics, University of Surrey.
- Jordan M. Rappaport, 2000.
"How Does Labor Mobility Affect Income Convergence?,"
Econometric Society World Congress 2000 Contributed Papers
0124, Econometric Society.
- Rappaport, Jordan, 2005. "How does labor mobility affect income convergence?," Journal of Economic Dynamics and Control, Elsevier, vol. 29(3), pages 567-581, March.
- Jordan Rappaport, 1999. "How does labor mobility affect income convergence?," Research Working Paper 99-12, Federal Reserve Bank of Kansas City.
- Kanbur, Ravi & Rapoport, Hillel, 2003.
"Migration Selectivity And The Evolution Of Spatial Inequality,"
127769, Cornell University, Department of Applied Economics and Management.
- Ravi Kanbur & Hillel Rapoport, 2005. "Migration selectivity and the evolution of spatial inequality," Journal of Economic Geography, Oxford University Press, vol. 5(1), pages 43-57, January.
- Ravi Kanbur & Hillel Rapoport, 2004. "Migration Selectivity and the Evolution of Spatial Inequality," Working Papers 2004-04, Department of Economics, Bar-Ilan University.
- Islam, Nazrul, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, MIT Press, vol. 110(4), pages 1127-70, November.
- José-Antonio Monteiro & Madina Kukenova, 2009.
"Spatial Dynamic Panel Model and System GMM: A Monte Carlo Investigation,"
IRENE Working Papers
09-01, IRENE Institute of Economic Research.
- Kukenova, Madina & Monteiro, Jose-Antonio, 2008. "Spatial Dynamic Panel Model and System GMM: A Monte Carlo Investigation," MPRA Paper 11569, University Library of Munich, Germany, revised Nov 2008.
- Kukenova, Madina & Monteiro, Jose-Antonio, 2008. "Spatial Dynamic Panel Model and System GMM: A Monte Carlo Investigation," MPRA Paper 13405, University Library of Munich, Germany, revised Feb 2009.
- Sergio Rey & Brett Montouri, 1999. "US Regional Income Convergence: A Spatial Econometric Perspective," Regional Studies, Taylor & Francis Journals, vol. 33(2), pages 143-156.
- David Roodman, 2007.
"A Note on the Theme of Too Many Instruments,"
125, Center for Global Development.
- Maria Abreu & Henri L.F. de Groot & Raymond J.G.M. Florax, 2004. "Space and Growth," Tinbergen Institute Discussion Papers 04-129/3, Tinbergen Institute.
- Blundell, R. & Bond, S., 1995.
"Initial Conditions and Moment Restrictions in Dynamic Panel Data Models,"
104, Economics Group, Nuffield College, University of Oxford.
- 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.
- R Blundell & Steven Bond, . "Initial conditions and moment restrictions in dynamic panel data model," Economics Papers W14&104., Economics Group, Nuffield College, University of Oxford.
- Richard Blundell & Steve Bond, 1995. "Initial conditions and moment restrictions in dynamic panel data models," IFS Working Papers W95/17, Institute for Fiscal Studies.
- repec:pra:mprapa:13404 is not listed on IDEAS
- DOBSON, Steve & RAMLOGAN, Carlyn & STROBL, Eric, 2003. "Why do rates of convergence differ ? A meta-regression analysis," CORE Discussion Papers 2003020, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Robert J. Barro & Xavier Sala-i-Martin, 1991.
"Convergence across States and Regions,"
Brookings Papers on Economic Activity,
Economic Studies Program, The Brookings Institution, vol. 22(1), pages 107-182.
- Caselli, Francesco & Esquivel, Gerardo & Lefort, Fernando, 1996.
" Reopening the Convergence Debate: A New Look at Cross-Country Growth Empirics,"
Journal of Economic Growth,
Springer, vol. 1(3), pages 363-89, September.
- Harald Badinger & Werner Muller & Gabriele Tondl, 2004.
"Regional Convergence in the European Union, 1985- 1999: A Spatial Dynamic Panel Analysis,"
Taylor & Francis Journals, vol. 38(3), pages 241-253.
- Gabriele Tondl & Harald Badinger & Werner Müller, 2003. "Regional convergence in the European Union (1985-1999). A spatial dynamic panel analysis," ERSA conference papers ersa03p455, European Regional Science Association.
- Badinger, Harald & Müller, Werner G. & Tondl, Gabriele, 2002. "Regional convergence in the European Union (1985 - 1999) : a spatial dynamic panel analysis," HWWA Discussion Papers 210, Hamburg Institute of International Economics (HWWA).
- James Lesage & Manfred Fischer, 2008. "Spatial Growth Regressions: Model Specification, Estimation and Interpretation," Spatial Economic Analysis, Taylor and Francis Journals, vol. 3(3), pages 275-304.
- Sala-i-martin, X., 1995.
"The Classical Approach to Convergence Analysis,"
734, Yale - Economic Growth Center.
- Sala-i-Martin, Xavier, 1995. "The Classical Approach to Convergence Analysis," CEPR Discussion Papers 1254, C.E.P.R. Discussion Papers.
- Xavier Sala-i-Martin, 1995. "The classical approach to convergence analysis," Economics Working Papers 117, Department of Economics and Business, Universitat Pompeu Fabra.
- Robert J. Barro, 1995.
"Inflation and Economic Growth,"
NBER Working Papers
5326, National Bureau of Economic Research, Inc.
- Ugo Fratesi & Massimiliano Riggi, 2004. "Migration and Regional Disparities: the Role of Skill Biased Flows," Urban/Regional 0407004, EconWPA.
- Salima Bouayad-Agha & Lionel V�drine, 2010. "Estimation Strategies for a Spatial Dynamic Panel using GMM. A New Approach to the Convergence Issue of European Regions," Spatial Economic Analysis, Taylor and Francis Journals, vol. 5(2), pages 205-227.
- Debarsy, Nicolas & Ertur, Cem, 2010.
"Testing for spatial autocorrelation in a fixed effects panel data model,"
Regional Science and Urban Economics,
Elsevier, vol. 40(6), pages 453-470, November.
- Nicolas Debarsy & Cem Ertur, 2009. "Testing for Spatial Autocorrelation in a Fixed Effects Panel Data Model," Post-Print halshs-00414133, HAL.
- N. Gregory Mankiw & David Romer & David N. Weil, 1992.
"A Contribution to the Empirics of Economic Growth,"
NBER Working Papers
3541, National Bureau of Economic Research, Inc.
- Ceren Ozgen & Peter Nijkamp & Jacques Poot, 2009. "The Effect of Migration on Income Convergence: Meta-Analytic Evidence," Tinbergen Institute Discussion Papers 09-022/3, Tinbergen Institute.
- Niebuhr, Annekatrin & Granato, Nadia & Haas, Anette & Hamann, Silke, 2009.
"Does labour mobility reduce disparities between regional labour markets in Germany?,"
IAB Discussion Paper
200915, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- Annekatrin Niebuhr & Nadia Granato & Anette Haas & Silke Hamann, 2012. "Does Labour Mobility Reduce Disparities between Regional Labour Markets in Germany?," Regional Studies, Taylor & Francis Journals, vol. 46(7), pages 841-858, September.
- Stein �stbye & Olle Westerlund, 2007. "Is Migration Important for Regional Convergence? Comparative Evidence for Norwegian and Swedish Counties, 1980-2000," Regional Studies, Taylor & Francis Journals, vol. 41(7), pages 901-915.
- Nazrul Islam, 2003. "What have We Learnt from the Convergence Debate?," Journal of Economic Surveys, Wiley Blackwell, vol. 17(3), pages 309-362, 07.
- Barro, Robert J & Sala-i-Martin, Xavier, 1992.
Journal of Political Economy,
University of Chicago Press, vol. 100(2), pages 223-51, April.
- Barro, Robert J. & Sala-i-Martin, Xavier, 1992. "Convergence," Scholarly Articles 3451299, Harvard University Department of Economics.
- Barro, R.J. & Sala-I-Martin, X., 1991. "Convergence," Papers 645, Yale - Economic Growth Center.
- Barro, R.J. & Sala-I-Martin, X., 1991. "Convergence Across States and Regions," Papers 629, Yale - Economic Growth Center.
- Lee, Lung-fei & Yu, Jihai, 2010. "Some recent developments in spatial panel data models," Regional Science and Urban Economics, Elsevier, vol. 40(5), pages 255-271, September.
- Giuseppe Arbia & Julie Le Gallo & Gianfranco Piras, 2008. "Does Evidence on Regional Economic Convergence Depend on the Estimation Strategy? Outcomes from Analysis of a Set of NUTS2 EU Regions," Spatial Economic Analysis, Taylor and Francis Journals, vol. 3(2), pages 209-224.
- J. Elhorst, 2012. "Dynamic spatial panels: models, methods, and inferences," Journal of Geographical Systems, Springer, vol. 14(1), pages 5-28, January.
- Faini, Riccardo, 1996. "Increasing returns, migrations and convergence," Journal of Development Economics, Elsevier, vol. 49(1), pages 121-136, April.
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