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Geographical distribution of unemployment: an analysis of provincial differences in Italy

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  • Cracolici, M. Francesca

    (Vrije Universiteit Amsterdam, Faculteit der Economische Wetenschappen en Econometrie (Free University Amsterdam, Faculty of Economics Sciences, Business Administration and Economitrics)

  • Cuffaro, Miranda
  • Nijkamp, Peter

Abstract

Unemployment rates appear to vary widely at the subregional (e.g. local or provincial) level. Using spatial econometric models for spatial autocorrelation, this paper focuses attention on the spatial structure of regional unemployment disparities of Italian provinces. On the basis of findings from the economic literature and of the available socio-economic data, various model specifications including different explanatory variables are tested to investigate the geographical distribution of unemployment in the 103 provinces of Italy for the year 2003. The results suggest that there is a significant degree of spatial dependence among labour markets at the provincial level in Italy. Provinces marked by high unemployment, as well as those characterized by low unemployment, tend to be spatially clustered, demonstrating the presence of spatial persistency.

Suggested Citation

  • Cracolici, M. Francesca & Cuffaro, Miranda & Nijkamp, Peter, 2007. "Geographical distribution of unemployment: an analysis of provincial differences in Italy," Serie Research Memoranda 0001, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
  • Handle: RePEc:vua:wpaper:2007-1
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    1. Aragon, Y. & Haughton, D. & Haughton, J. & Leconte, E. & Malin, E. & Ruiz-Gazen, A. & Thomas-Agnan. C., 1999. "Explaining the Pattern of Regional Unemployment: the Case of the Midi-Pyrenees Region," Papers 99.519, Toulouse - GREMAQ.
    2. Enrique López-Bazo & Tomás del Barrio & Manuel Artis, 2002. "The regional distribution of Spanish unemployment: A spatial analysis," Papers in Regional Science, Springer;Regional Science Association International, vol. 81(3), pages 365-389.
    3. Andres RodrIguez-Pose & Ugo Fratesi†, 2004. "Between Development and Social Policies: The Impact of European Structural Funds in Objective 1 Regions," Regional Studies, Taylor & Francis Journals, vol. 38(1), pages 97-113.
    4. Michelle Baddeley & Ron Martin & Peter Tyler, 1998. "Transitory shock or structural shift? The impact of the early 1980s recession on British regional unemployment," Applied Economics, Taylor & Francis Journals, vol. 30(1), pages 19-30.
    5. Nicolaas Groenewold, 1997. "Does Migration Equalise Regional Unemployment Rates? Evidence From Australia," Papers in Regional Science, Wiley Blackwell, vol. 76(1), pages 1-20, January.
    6. Unknown, 1998. "Water Resources Handbook For Economics," Natural Resource Economic Handbooks, United States Department of Agriculture, Natural Resources Conservation Service, number 32738.
    7. J. Paul Elhorst, 2003. "The Mystery of Regional Unemployment Differentials: Theoretical and Empirical Explanations," Journal of Economic Surveys, Wiley Blackwell, vol. 17(5), pages 709-748, December.
    8. Mark Partridge & Dan Rickman, 1997. "The Dispersion of US State Unemployment Rates: The Role of Market and Non-market Equilibrium Factors," Regional Studies, Taylor & Francis Journals, vol. 31(6), pages 593-606.
    9. Florax, Raymond J. G. M. & Folmer, Hendrik & Rey, Sergio J., 2003. "Specification searches in spatial econometrics: the relevance of Hendry's methodology," Regional Science and Urban Economics, Elsevier, vol. 33(5), pages 557-579, September.
    10. Florax, Raymond & Folmer, Henk, 1992. "Specification and estimation of spatial linear regression models : Monte Carlo evaluation of pre-test estimators," Regional Science and Urban Economics, Elsevier, vol. 22(3), pages 405-432, September.
    11. Valentina Meliciani, 2006. "Income and employment disparities across European regions: The role of national and spatial factors," Regional Studies, Taylor & Francis Journals, vol. 40(1), pages 75-91.
    12. Puhani Patrick A., 2001. "Labour Mobility: An Adjustment Mechanism in Euroland? Empirical Evidence for Western Germany, France and Italy," German Economic Review, De Gruyter, vol. 2(2), pages 127-140, May.
    13. Ron Martin, 1997. "Regional Unemployment Disparities and their Dynamics," Regional Studies, Taylor & Francis Journals, vol. 31(3), pages 237-252.
    14. Layard, Richard & Nickell, Stephen & Jackman, Richard, 2005. "Unemployment: Macroeconomic Performance and the Labour Market," OUP Catalogue, Oxford University Press, number 9780199279173.
    15. Treyz, George I, et al, 1993. "The Dynamics of U.S. Internal Migration," The Review of Economics and Statistics, MIT Press, vol. 75(2), pages 209-214, May.
    16. Puga, Diego, 1999. "The rise and fall of regional inequalities," European Economic Review, Elsevier, vol. 43(2), pages 303-334, February.
    17. Brunello, Giorgio & Lupi, Claudio & Ordine, Patrizia, 2001. "Widening differences in Italian regional unemployment," Labour Economics, Elsevier, vol. 8(1), pages 103-129, January.
    18. D. Dohse & C. Krieger-Boden & R. Soltwedel, 2002. "EMU and Regional Labor Market Disparities in Euroland," Advances in Spatial Science, in: Juan R. Cuadrado-Roura & Martí Parellada (ed.), Regional Convergence in the European Union, chapter 15, pages 339-352, Springer.
    19. Jimeno, Juan F. & Bentolila, Samuel, 1998. "Regional unemployment persistence (Spain, 1976-1994)," Labour Economics, Elsevier, vol. 5(1), pages 25-51, March.
    20. R Dunn, 1982. "Parameter Instability in Models of Local Unemployment Responses," Environment and Planning A, , vol. 14(1), pages 75-94, January.
    21. Olivier Jean Blanchard & Lawrence F. Katz, 1992. "Regional Evolutions," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 23(1), pages 1-76.
    22. Burridge, Peter & Gordon, Ian Richard, 1981. "Unemployment in the British Metropolitan Labour Areas," Oxford Economic Papers, Oxford University Press, vol. 33(2), pages 274-297, July.
    23. Diego Puga, 2002. "European regional policies in light of recent location theories," Journal of Economic Geography, Oxford University Press, vol. 2(4), pages 373-406, October.
    24. P G Chapman, "undated". "The Dynamics Of Regional Unemployment In The Uk," Dundee Discussion Papers in Economics 007, Economic Studies, University of Dundee.
    25. Bernard Fingleton & Enrique López‐Bazo, 2006. "Empirical growth models with spatial effects," Papers in Regional Science, Wiley Blackwell, vol. 85(2), pages 177-198, June.
    26. Anselin, Luc & Bera, Anil K. & Florax, Raymond & Yoon, Mann J., 1996. "Simple diagnostic tests for spatial dependence," Regional Science and Urban Economics, Elsevier, vol. 26(1), pages 77-104, February.
    27. Mr. Eswar S Prasad & Ms. Francesca Utili, 1998. "The Italian Labor Market: Stylized Facts, Institutions, and Directions for Reform," IMF Working Papers 1998/042, International Monetary Fund.
    28. Simonetta Longhi & Peter Nijkamp & Aura Reggianni & Erich Maierhofer, 2005. "Neural Network Modeling as a Tool for Forecasting Regional Employment Patterns," International Regional Science Review, , vol. 28(3), pages 330-346, July.
    29. Anselin, Luc, 2002. "Under the hood : Issues in the specification and interpretation of spatial regression models," Agricultural Economics, Blackwell, vol. 27(3), pages 247-267, November.
    30. Enrique Lopez-Bazo & Tomas Del Barrio & Manuel Artis, 2005. "Geographical distribution of unemployment in Spain," Regional Studies, Taylor & Francis Journals, vol. 39(3), pages 305-318.
    31. Robert E. Hall, 1970. "Why Is the Unemployment Rate So High at Full Employment?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 1(3), pages 369-410.
    32. Holzer, Harry J, 1991. "Employment, Unemployment and Demand Shifts in Local Labor Markets," The Review of Economics and Statistics, MIT Press, vol. 73(1), pages 25-32, February.
    33. Thomas De Graaff & Raymond J.C.M. Florax & Peter Nijkamp & Aura Reggiani, 2001. "A General Misspecification Test for Spatial Regression Models: Dependence, Heterogeneity, and Nonlinearity," Journal of Regional Science, Wiley Blackwell, vol. 41(2), pages 255-276, May.
    34. Faini, Riccardo, 1999. "Trade unions and regional development," European Economic Review, Elsevier, vol. 43(2), pages 457-474, February.
    35. Faini, Riccardo & Galli, Giampaolo & Gennari, Pietro & Rossi, Fulvio, 1997. "An empirical puzzle: Falling migration and growing unemployment differentials among Italian regions," European Economic Review, Elsevier, vol. 41(3-5), pages 571-579, April.
    36. Pissarides, Christopher A & McMaster, Ian, 1990. "Regional Migration, Wages and Unemployment: Empirical Evidence and Implications for Policy," Oxford Economic Papers, Oxford University Press, vol. 42(4), pages 812-831, October.
    37. Stephen T. Marston, 1985. "Two Views of the Geographic Distribution of Unemployment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 100(1), pages 57-79.
    38. Antonio J. Mora & Esther Vayá & Jordi Suriñach & Enrique López-Bazo, 1999. "original: Regional economic dynamics and convergence in the European Union," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 33(3), pages 343-370.
    39. Puhani, Patrick A., 1999. "Labour Mobility - An Adjustment Mechanism in Euroland?," IZA Discussion Papers 34, Institute of Labor Economics (IZA).
    40. Jim Taylor & Steve Bradley, 1997. "Unemployment in Europe: A Comparative Analysis of Regional Disparities in Germany, Italy and the UK," Kyklos, Wiley Blackwell, vol. 50(2), pages 221-245, May.
    41. Frank Brechling, 1967. "Trends And Cycles In British Regional Unemployment," Oxford Economic Papers, Oxford University Press, vol. 19(1), pages 1-21.
    42. repec:bla:kyklos:v:50:y:1997:i:2:p:221-45 is not listed on IDEAS
    43. Sergio Rey & Brett Montouri, 1999. "US Regional Income Convergence: A Spatial Econometric Perspective," Regional Studies, Taylor & Francis Journals, vol. 33(2), pages 143-156.
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    More about this item

    Keywords

    Regional unemployment; ESDA; Spatial lag model; Italian provinces;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • J60 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - General
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

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