Abstract
This paper gives a contribution to the debate on regional convergence by comparing the long run prediction of convergence clubs introduced by Quah (1996 and 1997) with the actual observed dynamics of the Italian regions during the period 1970–2004. To this end we analyze the evolution of per capita income levels for the Italian regions using a non-traditional (non-parametric) statistical model. In addition we segment the set of economies by the mean of hierarchical clustering methodologies and compare the trajectories of the regions by introducing different notions of distance. The general conclusion is that the average distance identifies a clear division between a high performance club consisting of regions from the Center North, and a low performance club composed by regions from the South and islands. The presence of a cluster composed by Center North regions is substantially confirmed by the distance correlation analysis, suggesting an homogeneous response to external shocks. By contrast Southern regions display the same dynamical evolution but difference in co-movements. Our analysis provides hints about the fundamentals that link the regions in their process of divergence. In fact the performance clubs pattern we discovered reflects the distribution of economic activities as well as the structural attributes of the regional economies.
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References
Ackley G., Dini L.: Tax and credit aids to industrial development in Southern Italy. Banca Nazionale del Lavoro Q. Rev. 13, 340–367 (1959)
Armstrong H.W.: Convergence among the regions of the European Union, 1950–1990. Pap. Reg. Sci. 74(2), 143–152 (1995)
Armstrong, H.W., Vickerman, R.W. (eds.): Convergence and Divergence Among European Regions. Pion, London (1995)
Baldwin R., Forslid R., Martin P., Ottaviano G., Robert-Nicoud F.: Economic Geography and Public Policy. Princeton University Press, Princeton (2004)
Barro, R, Sala-i-Martin, X.: Economic growth and convergence across the United States. NBER Working Paper, No. 3419 (1990)
Barro R., Sala-i-Martin X.: Convergence across states and regions. Brooking Pap. Econ. Activity 1, 107–158 (1991)
Barro R., Sala-i-Martin X.: Convergence. J. Political Econ. 100(2), 223–251 (1992)
Barro R., Sala-i-Martin X.: Economic Growth. McGraw Hill Press, New York (1995)
Brida J.G.: The dynamic regime concept in economics. Int. J. Econ. Res. 5(1), 55–76 (2008)
Brida J.G., Risso W.A.: Multidimensional minimal spanning tree: the Dow Jones case. Physica A 387(21), 5205–5210 (2008)
Brida J.G., London S., Punzo L., Risso W.A.: An alternative view of the convergence issue of growth empirics. Growth Change 42(3), 320–350 (2011)
Calinski R.B., Harabasz J.A.: Dendrite method for cluster analysis. Commun. Stat. Theory Methods 3(1), 1–27 (1974)
Carmeci G., Mauro L.: Italian regions. J. Reg. Sci. 42(3), 509–529 (2002)
Cellini, R., Scorcu, A.: How many Italies? What data show about growth and convergence across Italian regions 1970–91. Lavori di Rassegna dell’Isco, n.1., pp. 93–124 (1997)
Chenery H.B.: The role of industrialization in development programs. Am. Econ. Rev. 14, 40–57 (1955)
Chenery H.B.: Development policies for Southern Italy. Q. J. Econ. 76, 515–547 (1962)
CRENoS: Regio-It 1970–2004: Data-base on the Italian regions. http://www.crenos.it (2007). Accessed 12 Aug 2011
de la Fuente A.: The empirics of growth and convergence. J. Econ. Dyn. Control 21, 23–77 (1997)
Di Liberto, A.: Convergence Across Italian Regions. Nota di Lavoro 168, Fondazione ENI Enrico Mattei, Rome (1994)
Duda R.O., Hart P.E.: Pattern Classification and Scene Analysis. Wiley, New York (1973)
Durlauf S.N., Quah D.: The new empirics of economic growth. In: Taylor, J.B., Duda, M. (eds.) Handbook of Macroeconomics, vol. 1, Elsevier, Amsterdam (1999)
Eckhaus R.S.: The North–South differential in Italian economic development. J. Econ. Hist. XXI, 285–317 (1961)
Etzo I.: The determinants of the recent interregional migration flows in Italy: a panel data analysis. J. Reg. Sci. 51(5), 948–966 (2011)
EUROSTAT: http://epp.eurostat.ec.europa.eu/portal/page/portal/eurostat/home. Accessed 8 Aug 2011
Fabiani, S., Pellegrini, G.: Education, Infrastructure, Geography and Growth: An Empirical Analysis of the Development of Italian Provinces. Temi di Discussione, n. 323, Bank of Italy, Rome (1997)
Gower, J. C.: A Q-technique for the calculation of canonical variates. Biometrika, n. 53, pp. 588–590 (1966).
Graziani A.: Lo Sviluppo di Un’economia Aperta. ESI, Napoli (1965)
Graziani, A.: The Mezzogiorno in the Italian economy. Camb. J. Econ. (1978). 2, pp. 355–372
Kindlerberger, C.P.: Emigrazione e sviluppo economico. Moneta e Credito, n. 73, pp. 45–64 (1964)
Krugman P.: Increasing return and economic geography. J. Political Econ. 99, 483–499 (1991)
Kruskal J.B.: On the shortest spanning tree of a graph and the travelling salesman problem. Proc. Am. Math. Soc. 7, 48–50 (1956)
Islam N.: What have we learnt from the convergence debate?. J. Econ. Surv. 17(3), 309–362 (2003)
ISTAT Conti Economici Regionali: http://noi-italia.istat.it/index.php?id=4. Accessed 10 Aug 2011
ISTAT: Noi Italia. 100 statistiche per capire il Paese in cui viviamo. http://noi-italia.istat.it/index.php?id=3 (2011). Accessed 8 Aug 2011
Lewis A.: Unlimited Labor: Further Notes. The Manchester School of Economics and Social Studies, Gennaio (1958)
Liebenstein, H.: Progresso tecnico, funzione della produzione e dualismo. In: Spaventa L Nuovi problemi di sviluppo economico. Borigheri, Torino (1962)
Lutz V.: Italy: A Study in Economic Development. Oxford University Press, New York (1962)
Magrini S.: Regional (di)convergence. In: Henderson, J., Thisse, J.F. (eds.) Handbook of Regional and Urban Economics, pp. 2741–2796. Elsevier, Amsterdam (2004)
Mantegna R.N., Stanley H.E.: An Introduction to Econophysics: Correlations and Complexity in Finance. Cambridge University Press, Cambridge (2000)
Mauro L., Podrecca E.: The case of Italian regions: convergence or dualism?. Econ. Notes 24(2), 447–472 (1994)
Paci, R., Pigliaru, F.: Growth and Sectoral Dynamics in the Italian Regions. CRENoS, Contributi di Ricerca, Cagliari (July 1998)
Paci R., Saba F.: The empirics of regional economic growth in Italy 1951–1993. Riv. Int. Sci. Econ. Soc. 45, 515–542 (1998)
Quah D.: Twin peaks: growth and convergence in models of distribution dynamics. Econ. J. 106, 1045–1055 (1996)
Quah D.: Empirics for growth and distribution: stratification, polarization, and convergence clubs. J. Econ. Growth 2(1), 27–59 (1997)
Ramal R., Toulouse G., Virasoro M.A.: Ultrametricity for physicists. Rev. Mod. Phys. 58(3), 765–788 (1986)
Sala-i-Martin X.: Cross sectional regressions and the empirics of economic growth. Eur. Econ. Rev. 38, 739–741 (1994)
Sala-i-Martin X.: The classical approach to convergence analysis. Econ. J. 106, 1019–1036 (1996)
Solow R.: A contribution to the theory of economic growth. Q. J. Econ. 70, 65–94 (1956)
Summers R., Heston A.: Improved international comparisons of real product and its composition: 1950–1980. Rev. Income Wealth 30, 207–262 (1984)
Summers R., Heston A.: The Penn World Table (Mark 5): an expanded set of international comparisons: 1950–1988. Q. J. Econ. 106, 327–368 (1991)
Tibshirani, R., Walther, G., Hastie, T.: Estimating the number of clusters in a dataset via the Gap statistic. J. R. Stat. Soc. B. 63, Part-2, 411–423 (2001)
Tullio, G., Quarella, S.: Economic Convergence of Italian Regions: The Role of Organized Crime and of Public Expenditures, 1960–1993. Working Paper, University of Brescia (2001)
Vochting F.: Considerations on the industrialization of the Mezzogiorno. Banca Nazl Lavoro Q. Rev. 12, 349–355 (1958)
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Brida, J.G., Garrido, N. & Mureddu, F. Italian economic dualism and convergence clubs at regional level. Qual Quant 48, 439–456 (2014). https://doi.org/10.1007/s11135-012-9779-z
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DOI: https://doi.org/10.1007/s11135-012-9779-z
Keywords
- Economic convergence
- Economic dualism
- Hierarchical clustering