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Regional Convergence in the European Union, 1985- 1999: A Spatial Dynamic Panel Analysis

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  • Harald Badinger
  • Werner Muller
  • Gabriele Tondl

Abstract

Badinger H., Muller W. G. and Tondl G. (2004) Regional convergence in the European Union, 1985- 1999: a spatial dynamic panel analysis, Reg. Studies38, 241-253. We estimate the speed of income convergence for a sample of 196 European NUTS 2 regions over the period 1985-1999. So far there is no direct estimator available for dynamic panels with spatial dependencies. We propose a two-step procedure, which involves first spatial filtering of the variables to isolate the spatial dependence, and application of standard GMM estimators for dynamic panels in a second step. Our results show that ignorance of the spatial correlation leads to potentially misleading results. Applying a system GMM estimator on the filtered variables, we obtain a speed of convergence of 7%. Badinger H., Muller W. G. et Tondl G. (2004) Convergence regionale dans l'Union europeenne, 1985-1999: une analyse en panel spatial dynamique, Reg. Studies38, 241-253. Nous estimons le taux de convergence des revenus regionaux dans un echantillon de 196 regions europeennes au niveau NUTS 2 sur la periode 1985-1999. Un estimateur pour les panels dynamiques avec autocorrelation spatiale n'a pas encore ete developpe. Nous proposons donc une approche en deux etapes. Cette procedure consiste a d'abord filtrer spatialement les variables afin d'isoler l'autocorrelation spatiale, et d'appliquer ensuite un estimateur GMM standard pour panels dynamiques. Nos resultats indiquent qu'ignorer l'autocorrelation spatiale implique des conclusions potentiellement erronees. En appliquant notre methode en deux etapes, nous aboutissons a un taux de convergence estime de 7%. Badinger H., Muller W. G. und Tondl G. (2004) Regionale Konvergenz in der Europaischen Union, 1985-1999: eine raumliche Panelanalyse, Reg. Studies38, 241-253. Diese Studie schatzt die Geschwindigkeit der Einkommenskonvergenz fur eine Stichprobe von 196 NUTS 2 Regionen. Bis jetzt steht kein direkter Schatzer fur dynamische Panels mit raumlicher Abhangigkeit zur Verfugung. Wir schlagen ein zweistufiges Verfahren vor: in einem ersten Schritt werden die Variablen raumlich gefiltert um die raumliche Abhangigkeit zu isolieren; in einem zweiten Schritt werden Standard- GMM Schatzer fur dynamische Panels verwendet. Die Ergebnisse zeigen, dass das Ignorieren der raumlichen Korrelation zu irrefuhrenden Ergebnissen fuhren kann. Die Verwendung eines System-GMM Schatzers mit den gefilterten Variablen liefert eine Konvergenzgeschwindigkeit von 7 Prozent. Badinger H., Muller W. G. y Tondl G. (2004) Convergencia regional en la Union Europea 1985-1999: un analisis espacial de paneles dinamicos, Reg. Studies38, 241-253. Calculamos la velocidad de convergencia en los ingresos de 196 regiones europeas NUTS 2 durante el periodo comprendido entre 1985 y 1999. Hasta el momento no existe ningun estimador directo que este disponible para paneles dinamicos con dependencias espaciales. Proponemos un procedimiento que consta de dos pasos, el cual comprende, en primer lugar, una filtracion espacial de las variables para aislar la dependencia espacial, y un segundo paso consistente en la aplicacion de estimadores estandares GMM (Metodo de Momentos Generalizado) a paneles dinamicos. Nuestros resultados muestran que no tener en cuenta la correlacion espacial lleva a resultados que son potencialmente enganosos. Aplicando un estimador GMM de sistema a las variables filtradas obtenemos una velocidad de convergencia del siete por ciento.

Suggested Citation

  • Harald Badinger & Werner Muller & Gabriele Tondl, 2004. "Regional Convergence in the European Union, 1985- 1999: A Spatial Dynamic Panel Analysis," Regional Studies, Taylor & Francis Journals, vol. 38(3), pages 241-253.
    • Handle: RePEc:taf:regstd:v:38:y:2004:i:3:p:241-253
    DOI: 10.1080/003434042000211105
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    1. Kelejian, Harry H & Prucha, Ingmar R, 1999. "A Generalized Moments Estimator for the Autoregressive Parameter in a Spatial Model," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(2), pages 509-533, May.
    2. Stephen Bond & Anke Hoeffler & Jonathan Temple, 2001. "GMM Estimation of Empirical Growth Models," Economics Papers 2001-W21, Economics Group, Nuffield College, University of Oxford.
    3. Panizza, Ugo, 2002. "Income Inequality and Economic Growth: Evidence from American Data," Journal of Economic Growth, Springer, vol. 7(1), pages 25-41, March.
    4. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    5. Quah, Danny T., 1996. "Regional convergence clusters across Europe," European Economic Review, Elsevier, vol. 40(3-5), pages 951-958, April.
    6. Kelejian, Harry H & Prucha, Ingmar R, 1998. "A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 99-121, July.
    7. Ron Martin, 2001. "EMU versus the regions? Regional convergence and divergence in Euroland," Journal of Economic Geography, Oxford University Press, vol. 1(1), pages 51-80, January.
    8. Damien Neven & Claudine Gouymte, 1995. "Regional Convergence in the European Community," Journal of Common Market Studies, Wiley Blackwell, vol. 33(1), pages 47-65, March.
    9. Niebuhr, Annekatrin, 2000. "Convergence and the effects of spatial interaction," HWWA Discussion Papers 110, Hamburg Institute of International Economics (HWWA).
    10. Esther Vayá & Enrique López-Bazo & Rosina Moreno & Jordi Suriñach, 2004. "Growth and Externalities Across Economies: An Empirical Analysis Using Spatial Econometrics," Advances in Spatial Science, in: Luc Anselin & Raymond J. G. M. Florax & Sergio J. Rey (ed.), Advances in Spatial Econometrics, chapter 20, pages 433-455, Springer.
    11. Richard Blundell & Stephen Bond & Frank Windmeijer, 2000. "Estimation in dynamic panel data models: improving on the performance of the standard GMM estimator," IFS Working Papers W00/12, Institute for Fiscal Studies.
    12. de la Fuente, Angel, 2002. "On the sources of convergence: A close look at the Spanish regions," European Economic Review, Elsevier, vol. 46(3), pages 569-599, March.
    13. 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.
    14. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    15. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    16. 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.
    17. Jan Fagerberg & Bart Verspagen, 1996. "Heading for Divergence? Regional Growth in Europe Reconsidered," Journal of Common Market Studies, Wiley Blackwell, vol. 34(3), pages 431-448, September.
    18. Yudon, Y. & Weeks, M., 2000. "Provincial Income Convergence in China, 1953-1997: a Panel Data Approach," Cambridge Working Papers in Economics 0010, Faculty of Economics, University of Cambridge.
    19. Bernhard Herz & Werner Roger, 1995. "Economic growth and convergence in Germany," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 131(1), pages 132-143, March.
    20. Levine, Ross & Renelt, David, 1992. "A Sensitivity Analysis of Cross-Country Growth Regressions," American Economic Review, American Economic Association, vol. 82(4), pages 942-963, September.
    21. Stephen Bond & Anke Hoeffler, 2001. "GMM Estimation of Empirical Growth Models," Economics Series Working Papers 2001-W21, University of Oxford, Department of Economics.
    22. Helmut Hofer & Andreas Worgotter, 1997. "Regional Per Capita Income Convergence in Austria," Regional Studies, Taylor & Francis Journals, vol. 31(1), pages 1-12.
    23. Costas Megir & Danny Quah, 1996. "Regional Convergence Clusters Across Europe," CEP Discussion Papers dp0274, Centre for Economic Performance, LSE.
    24. Sergio Rey & Brett Montouri, 1999. "US Regional Income Convergence: A Spatial Econometric Perspective," Regional Studies, Taylor & Francis Journals, vol. 33(2), pages 143-156.
    25. Juan R. Cuadrado-Roura & Begoña García-Greciano & José Luis Raymond, 1999. "Regional Convergence in Productivity and Productive Structure: The Spanish Case," International Regional Science Review, , vol. 22(1), pages 35-53, April.
    26. Deininger, Klaus & Olinto, Pedro, 2000. "Asset distribution, inequality, and growth," Policy Research Working Paper Series 2375, The World Bank.
    27. Fingleton, B & McCombie, J S L, 1998. "Increasing Returns and Economic Growth: Some Evidence for Manufacturing from the European Union Regions," Oxford Economic Papers, Oxford University Press, vol. 50(1), pages 89-105, January.
    28. 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 363-389, September.
    29. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    30. Quah, Danny, 1996. "Regional Convergence Clusters Across Europe," CEPR Discussion Papers 1286, C.E.P.R. Discussion Papers.
    31. J. Vernon Henderson, 2000. "The Effects of Urban Concentration on Economic Growth," NBER Working Papers 7503, National Bureau of Economic Research, Inc.
    32. Steve Dowrick & Mark Rogers, 2002. "Classical and technological convergence: beyond the Solow-Swan growth model," Oxford Economic Papers, Oxford University Press, vol. 54(3), pages 369-385, July.
    33. Delano S Villanueva & Roberto S Mariano & Diwa C Guinigundo & Abbas Mirakhor, 2023. "Testing the Neoclassical Theory of Economic Growth: A Panel Data Approach," World Scientific Book Chapters, in: Economic Adjustment and Growth Theory and Practice, chapter 2, pages 10-43, World Scientific Publishing Co. Pte. Ltd..
    34. Luc Anselin & Raymond J. G. M. Florax, 1995. "New Directions in Spatial Econometrics: Introduction," Advances in Spatial Science, in: Luc Anselin & Raymond J. G. M. Florax (ed.), New Directions in Spatial Econometrics, chapter 1, pages 3-18, Springer.
    35. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    36. Barro, Robert J & Sala-i-Martin, Xavier, 1992. "Convergence," Journal of Political Economy, University of Chicago Press, vol. 100(2), pages 223-251, April.
    37. Bernard Fingleton, 1999. "Estimates of Time to Economic Convergence: An Analysis of Regions of the European Union," International Regional Science Review, , vol. 22(1), pages 5-34, April.
    38. Nazrul Islam, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 1127-1170.
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    More about this item

    Keywords

    Growth; Convergence; Spatial Dependence; Spatial Filtering; Dynamic Panels Gmm;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • O00 - Economic Development, Innovation, Technological Change, and Growth - - General - - - General

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