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The European Regional Convergence Process, 1980-1995: Do Spatial Regimes and Spatial Dependence Matter?

By Catherine Baumont, Cem Ertur and Julie Le Gallo


We show in this paper that spatial dependence and spatial heterogeneity matter in the estimation of the b-convergence process among 138 European regions over the 1980-1995 period. Using spatial econometrics tools, we detect both spatial dependence and spatial heterogeneity in the form of structural instability across spatial convergence clubs. The estimation of the appropriate spatial regimes spatial error model shows that the convergence process is different across regimes. We also estimate a strongly significant spatial spillover effect: the average growth rate of per capita GDP of a given region is positively affected by the average growth rate of neighboring regions.convergence, club convergence, spatial econometrics, European regions, spatial regimes, spatial autocorrelation

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  2. 1988a, Spatial Econometrics: Methods and Models,
  3. 1988b, Lagrange Multiplier Test Diagnostics for Spatial Dependence and Spatial Heterogeneity,
  4. 1993a, Empirical Cross-section Dynamics in Economic Growth,
  5. 1993b, Galton's Fallacy and Tests of the Convergence Hypothesis,
  6. 1999b, Spatial Econometrics, Working Paper,
  7. (1992). A Contribution to the Empirics of Economic Growth,
  8. (1956). A Contribution to the Theory of Economic Growth,
  9. (1999). A Generalized Moments Estimator for the Autoregressive Parameter in a Spatial Model,
  10. (1980). A Heteroskedastic-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity,
  11. (1979). A Million or so Correlation Coefficient: Three Experiments on the Modifiable Areal Unit Problem,
  12. (1974). A New Look at the Statistical Model Identification,
  13. (1988). A New Set
  14. (1992). A Sensitivity Analysis of Cross-Country Growth Regressions,
  15. (1979). A Simple Test for Heterosckedasticity and Random Coefficient Variation,
  16. (1997). A Solution to the Ecological Inference Problem: Reconstructing Individual Behavior from Aggregate Data,
  17. (2001). A spatial econometric analysis of geographic spillovers and growth for European regions, 1980-1995, Working Paper n° 2001-04, LATEC,
  18. (1987). A test for Normality of Observations and Regression Residuals,
  19. (1995). Africa’s Growth Tragedy: A Retrospective, 1960-89, World Bank, Policy Research Working Paper,
  20. (1998). Border Effects and Spatial Autocorrelation in the Supply of Network Infrastructure,
  21. (1993). Budget Spillovers and Fiscal Policy Interdependence: Evidence from the States,
  22. (1991). Convergence across States and Regions, Brookings Papers on Economic Activity,
  23. (1995). Convergence among the Regions of the European Union, Papers in Regional
  24. (1996). Convergence and the US States: A Time-Series Analysis,
  25. (1996). Convergence Revisited,
  26. (1995). Convergence-Divergence in Regional Growth Rates: An Empty Black Box?, in
  27. (1996). Convergence? Inference from Theoretical Models,
  28. (1988). Do Spatial Effects really matter in Regression Analysis?,
  29. (1996). Empirics for Economic Growth and Convergence,
  30. (1997). Empirics for Growth and Distribution: Stratification, Polarization and Convergence Clubs,
  31. (1999). Estimates of Time to Economic Convergence: An Analysis of Regions of the European Union,
  32. (1978). Estimating the Dimension of a Model,
  33. (1998). Exploratory Spatial Data Analysis in a Geocomputational Environment,
  34. (1996). First report on economic and social cohesion, Luxembourg, Official Publication Office.
  35. (1999). Growing Locations: Industry Location in a Model of Endogenous Growth,
  36. (1995). Growth Empirics: A Panel Data Approach,
  37. (1991). Increasing Returns and Economic Geography,
  38. (1995). Interactive Spatial Data Analysis,
  39. (1998). Interactive Techniques and Exploratory Spatial Data Analysis,
  40. (1996). Interpreting Tests of the Convergence Hypothesis,
  41. (2000). L’apport des tests de racine unitaire en panel à l’identification des club de convergence,
  42. (1999). L’interaction agglomération-croissance en économie géographique,
  43. (1980). Linear Models with Spatially Distributed Data, Spatial Disturbances or Spatial Effects,
  44. (1995). Local Indicators of Spatial Association-LISA,
  45. (1995). Multiple Regimes and Cross-Country Growth Behaviour,
  46. (1992). Probit with Spatial Autocorrelation,
  47. (1988). Productivity Growth, Convergence and Welfare:
  48. (1986). Productivity Growth, Convergence and Welfare: What the Long Run Data Show,
  49. (1999). Regio Database, User’s Guide, Methods and Nomenclatures. Luxembourg, Official Publication Office.
  50. (1996). Regional Cohesion: Evidence and Theories of Regional Growth and Convergence,
  51. (1996). Regional Convergence Clusters across
  52. (1995). Regional Convergence in the European Community,
  53. (1980). Regional Disparity and Economic Development in the European Community, Saxon House,
  54. (1999). Regional Economic Dynamics and Convergence in the European Union,
  55. (1996). Reopening the Convergence Debate: A new look at CrossCountry Growth Empirics,
  56. (1996). Simple Diagnostic Tests for Spatial Dependence,
  57. (1995). Small Sample Properties of Tests for Spatial Dependence in Regression Models,
  58. (1999). Some Notes on Parametric Significance Tests for Geographically Weighted Regression,
  59. (1990). Some Robust Approach to Testing and Estimating in
  60. (2001). Space-Time Analysis of GDP Disparities among European regions: A Markov chains approach, Working paper n°2001-05, LATEC,
  61. (1999). SpaceStat, a Software Package for the Analysis of Spatial Data, Version 1.90,
  62. (1990). Spatial Data Analysis in the Social and Environmental Sciences, Cambridge,
  63. (1990). Spatial Dependence and Spatial Structural Instability in Applied Regression Analysis,
  64. (1998). Spatial Dependence in Linear Regression Models with an Introduction to Spatial Econometrics,
  65. (2001). Spatial Econometrics,
  66. (2000). Spatial Effects and Ecological Inference, Working Paper,
  67. (1994). Spatial Patterns in Labor Markets: Malaysian Development, Working Paper,
  68. (1981). Spatial Processes: Models and Applications,
  69. (2001). Structural covariates of U.S. County Homicide Rates: Incorporating Spatial Effects,
  70. (1981). T esting for a Common Factor in a Spatial Autoregression Model, Environment and Planning Series
  71. (1996). Testing Neoclassical Convergence in Regional Incomes and Earnings,
  72. (1996). The Classical Approach to Convergence Analysis,
  73. (1999). The European Rregions: Sixth Periodic Report on the SocioEconomic Situation in the Regions of the European Union, Luxembourg, Official Publication Office.
  74. (1996). The Moran Scatterplot as an ESDA Tool to Assess Local Instability in Spatial Association,
  75. (1999). The New Empirics of Economic Growth, in
  76. (1999). The New Growth Evidence,
  77. (1999). The Spatial Economy,
  78. (1990). Threshold Externalities in Economic Development,
  79. (1997). Thy Neighbor’s Curse: Regional Instability and Economic Growth,
  80. (1996). Twin Peaks: Growth and Convergence in
  81. (1999). U.S. Regional Income Convergence: a Spatial Econometric Perspective,
  82. (1995). We exclude Groningen in the Netherlands from the sample due to some anomalies related to North Sea Oil revenues, which substantially increase its per capita GDP (Neven and Gouyette
  83. (1995). We use the Eurostat

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