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

The authors show that spatial dependence and spatial heterogeneity matter in the estimation of the β-convergence process among 138 European regions over the 1980 to 1995 period. Using spatial econometrics tools, the authors 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. The authors 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.

[1]  A. Venables,et al.  Globalization and the Inequality of Nations , 1995 .

[2]  Oded Galor,et al.  Convergence ? : Inferences from Theoretical Models , 2017 .

[3]  Jacques-François Thisse,et al.  Economie géographique: Problèmes anciens et nouvelles perspectives , 1997 .

[4]  A. Carzaniga,et al.  First report on economic and social cohesion , 1995 .

[5]  P. Burridge,et al.  Testing for a Common Factor in a Spatial Autoregression Model , 1981 .

[6]  R. Levine,et al.  A Sensitivity Analysis of Cross-Country Growth Regressions , 1991 .

[7]  Leland Gerson Neuberg,et al.  A solution to the ecological inference problem: Reconstructing individual behavior from aggregate data , 1999 .

[8]  Sergio J. Rey,et al.  Specification Searches in Spatial Econometrics: The Relevance of Hendry's Methodology , 2003 .

[9]  W. Easterly,et al.  Troubles with the neighbours: Africa's problem, Africa's opportunity , 1998 .

[10]  D. Puga The Rise and Fall of Regional Inequalities , 1997 .

[11]  J. LeSage Spatial Econometrics , 1998 .

[12]  Danny Quah,et al.  Regional convergence clusters across Europe , 1996 .

[13]  R. Haining Spatial Data Analysis in the Social and Environmental Sciences , 1990 .

[14]  Ǻ. Andersson,et al.  Regional economic dynamics , 1987 .

[15]  R. Forslid,et al.  The Core-Periphery Model and Endogenous Growth , 1997 .

[16]  D. Keeble,et al.  Regional Disparity and Economic Development in the European Community , 1982 .

[17]  Economic Growth: Theory , 2001 .

[18]  Luc Anselin,et al.  Some robust approaches to testing and estimation in spatial econometrics , 1990 .

[19]  W. Baumol Productivity Growth, Convergence, and Welfare: What the Long-run Data Show , 1985 .

[20]  C. Manski Identification of Endogenous Social Effects: The Reflection Problem , 1993 .

[21]  D. McMillen PROBIT WITH SPATIAL AUTOCORRELATION , 1992 .

[22]  Luc Anselin,et al.  Do spatial effects really matter in regression analysis , 2005 .

[23]  Timothy G. Conley GMM estimation with cross sectional dependence , 1999 .

[24]  Allan Drazen,et al.  Threshold Externalities in Economic Development , 1990 .

[25]  P. Krugman On the number and location of cities , 1993 .

[26]  A. Getis,et al.  Comparative Spatial Filtering in Regression Analysis , 2002 .

[27]  D. Weil,et al.  A Contribution to the Empirics of Economic Growth Author ( s ) : , 2008 .

[28]  N. Mankiw The Growth of Nations , 1995 .

[29]  H. White A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity , 1980 .

[30]  L. Summers,et al.  Equipment Investment and Economic Growth , 1990 .

[31]  R. Solow A Contribution to the Theory of Economic Growth , 1956 .

[32]  Robert Summers,et al.  A NEW SET OF INTERNATIONAL COMPARISONS OF REAL PRODUCT AND PRICE LEVELS ESTIMATES FOR 130 COUNTRIES, 1950–1985 , 1988 .

[33]  D. Quah Galton's Fallacy and Tests of the Convergence Hypothesis (Now published in Scandinavian Journal of Economics 95 (4), 1993, pp.427-443.) , 1993 .

[34]  Frederik P. Agterberg,et al.  Interactive spatial data analysis , 1996 .

[35]  Gerald A. Carlino,et al.  Testing neoclassical convergence in regional incomes and earnings , 1996 .

[36]  G. Schwarz Estimating the Dimension of a Model , 1978 .

[37]  J. Keith Ord,et al.  Spatial Processes Models and Applications , 1981 .

[38]  De Long,et al.  Productivity Growth, Convergence, and Welfare: Comment , 1988 .

[39]  S. Fotheringham,et al.  Some Notes on Parametric Significance Tests for Geographically Weighted Regression , 1999 .

[40]  Anil K. Bera,et al.  A test for normality of observations and regression residuals , 1987 .

[41]  Luc Anselin,et al.  Small Sample Properties of Tests for Spatial Dependence in Regression Models: Some Further Results , 1995 .

[42]  Julie Le Gallo,et al.  Space-Time Analysis of GDP Disparities among European Regions: A Markov Chains Approach: , 2004 .

[43]  L. Anselin Spatial Econometrics: Methods and Models , 1988 .

[44]  A. Venables,et al.  The Seamless World: A Spatial Model of International Specialization , 1995 .

[45]  D. Andrews Heteroskedasticity and Autocorrelation Consistent Covariance Matrix Estimation , 1991 .

[46]  Steven N. Durlauf,et al.  Convergence in International Output , 1995 .

[47]  Jonathan R.W. Temple,et al.  The New Growth Evidence , 1999 .

[48]  Piet Rietveld,et al.  Border effects and spatial autocorrelation in the supply of network infrastructure , 1997 .

[49]  Sergio J. Rey,et al.  US Regional Income Convergence: A Spatial Econometric Perspective , 1999 .

[50]  Rien Wagenvoort,et al.  Negative feedbacks in the economy and industrial location , 1996 .

[51]  P. Maurseth Convergence, geography and technology , 2001 .

[52]  U. Walz Transport costs, intermediate goods, and localized growth , 1996 .

[53]  Danny Quah,et al.  Empirical cross-section dynamics in economic growth , 1993 .

[54]  Harvey S. Rosen,et al.  Budget spillovers and fiscal policy interdependence: Evidence from the states , 1993 .

[55]  Philippe Martin,et al.  Growing locations: Industry location in a model of endogenous growth , 1999, World Scientific Studies in International Economics.

[56]  D. Quah Empirics for growth and distribution , 1997 .

[57]  Danny Quah,et al.  Empirics for Growth and Distribution: Stratification, Polarization, and Convergence Clubs , 1997 .

[58]  Peter Haggett,et al.  The Spatial Economy , 1978 .

[59]  B. Fingleton Estimates of Time to Economic Convergence: An Analysis of Regions of the European Union , 1999 .

[60]  W. Newey,et al.  A Simple, Positive Semi-Definite, Heteroskedasticity and Autocorrelationconsistent Covariance Matrix , 1986 .

[61]  Robert Haining,et al.  Spatial data analysis , 2003 .

[62]  Luc Anselin,et al.  Interactive Techniques and Exploratory Spatial Data Analysis , 1996 .

[63]  Catherine Baumont,et al.  A Spatial Econometric Analysis of Convergence Across European Regions, 1980–1995 , 2003 .

[64]  Anil K. Bera,et al.  Simple diagnostic tests for spatial dependence , 1996 .

[65]  J. Ord,et al.  Spatial Processes: Models and Applications , 1984 .

[66]  W. Easterly,et al.  Africa's Growth Tragedy: A Retrospective, 1960-89 , 1995 .

[67]  L. Anselin SPATIAL DEPENDENCE AND SPATIAL STRUCTURAL INSTABILITY IN APPLIED REGRESSION ANALYSIS , 1990 .

[68]  F. Englmann,et al.  INDUSTRIAL CENTERS AND REGIONAL GROWTH IN THE PRESENCE OF LOCAL INPUTS , 1995 .

[69]  A. Venables,et al.  The Spatial Economy: Cities, Regions, and International Trade , 1999 .

[70]  Bharat Trehan,et al.  Location and the Growth of Nations , 1997 .

[71]  Luc Anselin,et al.  Spatial Effects and Ecological Inference , 2002, Political Analysis.

[72]  T. Swan,et al.  ECONOMIC GROWTH and CAPITAL ACCUMULATION , 1956 .

[73]  Luc Anselin,et al.  Rao's score test in spatial econometrics , 2001 .

[74]  Danny Quah,et al.  The New Empirics of Economic Growth , 1998 .

[75]  Kenneth Button,et al.  Testing for Convergence of the EU Regional Economies , 1995 .

[76]  Robert D. Baller,et al.  STRUCTURAL COVARIATES OF U.S. COUNTY HOMICIDE RATES: INCORPORATING SPATIAL EFFECTS* , 2001 .

[77]  R. Barro,et al.  Convergence across States and Regions , 1991 .

[78]  Timothy G. Conley,et al.  Spillovers from Local Market Human Capital and the Spatial Distribution of Productivity in Malaysia , 2003 .

[79]  Harry H. Kelejian,et al.  A Generalized Moments Estimator for the Autoregressive Parameter in a Spatial Model , 1999 .

[80]  S. Openshaw A million or so correlation coefficients : three experiments on the modifiable areal unit problem , 1979 .

[81]  Luc Anselin,et al.  Spatial Dependence in Linear Regression Models with an Introduction to Spatial Econometrics , 1995 .

[82]  Gerald A. Carlino,et al.  CONVERGENCE AND THE U.S. STATES: A TIME‐SERIES ANALYSIS* , 1996 .

[83]  Danny Quah,et al.  Twin peaks : growth and convergence in models of distribution dynamics , 1996 .

[84]  Gerald A. Carlino,et al.  Are U.S. regional incomes converging?:A time series analysis , 1993 .

[85]  Steven N. Durlauf,et al.  Multiple regimes and cross‐country growth behaviour , 1995 .

[86]  A. Venables,et al.  Integration, Specialization, and the Adjustment , 1993 .

[87]  X. Sala-i-Martin,et al.  The Classical Approach to Convergence Analysis , 1996 .

[88]  Raymond J.G.M. Florax,et al.  Specification and estimation of spatial linear regression models: Monte Carlo evaluation of pre-test estimators , 1992 .

[89]  C. Baumont,et al.  A Spatial Econometric Analysis of Geographic Spillovers and Growth for European Regions, 1980-1995 , 2001 .

[90]  Carol A. Gotway,et al.  Spatial Data Analysis in the Social and Environmental , 1992 .

[91]  Francesco Caselli,et al.  Reopening the convergence debate: A new look at cross-country growth empirics , 1996 .

[92]  Jordi Suriñach,et al.  Regional economic dynamics and convergence in the European Union , 1999 .

[93]  SCALE ECONOMIES, REGIONAL EXTERNALITIES, AND THE POSSIBILITY OF UNEVEN REGIONAL DEVELOPMENT* , 1995 .

[94]  M. Friedman Do Old Fallacies Ever Die , 1992 .

[95]  S. Durlauf,et al.  Interpreting Tests of the Convergence Hypothesis , 1994 .

[96]  X. Sala-i-Martin,et al.  Regional cohesion: Evidence and theories of regional growth and convergence , 1996 .

[97]  P. Doreian Linear Models with Spatially Distributed Data , 1980 .

[98]  Danny Quah,et al.  Empirics for economic growth and convergence , 1996 .

[99]  Damien J. Neven,et al.  Regional Convergence in the European Comunity , 1995 .

[100]  Steven N. Durlauf,et al.  Chapter 4 The new empirics of economic growth , 1999 .

[101]  T. Breurch,et al.  A simple test for heteroscedasticity and random coefficient variation (econometrica vol 47 , 1979 .

[102]  Cem Ertur,et al.  Exploratory spatial data analysis of the distribution of regional per capita GDP in Europe, 1980–1995 , 2003 .

[103]  Timothy G. Conley,et al.  ECONOMIC DISTANCE, SPILLOVERS, AND CROSS-COUNTRY COMPARISONS , 1998 .

[104]  Giuseppe Arbia,et al.  Spatial Data Configuration in Statistical Analysis of Regional Economic and Related Problems , 1989 .

[105]  H. Akaike A new look at the statistical model identification , 1974 .

[106]  Nazrul Islam,et al.  Growth Empirics: A Panel Data Approach , 1995 .

[107]  Charles I. Jones,et al.  Convergence Revisited , 1996 .

[108]  Alberto Ades,et al.  Thy Neighbor's Curse: Regional Instability and Economic Growth , 1997 .