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Time series and spatial interaction: An alternative method to detect converging clusters

Author

Listed:
  • Stilianos Alexiadis
  • Matthias Koch

  • Tamás Krisztin

Abstract

In this paper an attempt is made to assess the hypothesis of regional club-convergence, using a spatial panel analysis combined with B-Splines. In this context, a ‘convergence-club' is conceived as a group of regions that in the long-run move towards steady-state equilibrium, approximated in terms of the average per-capita income. Using data for the US states over the period 1929-2005, a pattern of club-convergence is detected. The 'cluster' of converging states is rather limited and a strong spatial component is detected.

Suggested Citation

  • Stilianos Alexiadis & Matthias Koch & Tamás Krisztin, 2011. "Time series and spatial interaction: An alternative method to detect converging clusters," ERSA conference papers ersa11p1678, European Regional Science Association.
    • Handle: RePEc:wiw:wiwrsa:ersa11p1678
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    References listed on IDEAS

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    1. Bernard, Andrew B & Durlauf, Steven N, 1995. "Convergence in International Output," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 10(2), pages 97-108, April-Jun.
    2. Carlino, Gerald A. & Mills, Leonard, 1996. "Testing neoclassical convergence in regional incomes and earnings," Regional Science and Urban Economics, Elsevier, vol. 26(6), pages 565-590, December.
    3. Aki Kangasharju, 1999. "Relative Economic Performance in Finland: Regional Convergence, 1934-1993," Regional Studies, Taylor & Francis Journals, vol. 33(3), pages 207-217.
    4. M. Chatterji & J. H. Ll. Dewhurst, 1996. "Convergence Clubs and Relative Economic Performance in Great Britain: 1977-1991," Regional Studies, Taylor & Francis Journals, vol. 30(1), pages 31-39.
    5. Johnson, Paul A. & Takeyama, Lisa N., 2001. "Initial conditions and economic growth in the US states," European Economic Review, Elsevier, vol. 45(4-6), pages 919-927, May.
    6. Tommaso Proietti, 2005. "Convergence in Italian regional per-capita GDP," Applied Economics, Taylor & Francis Journals, vol. 37(5), pages 497-506.
    7. Manfred Fischer & Claudia Stirböck, 2006. "Pan-European regional income growth and club-convergence," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 40(4), pages 693-721, December.
    8. Seamus Mcguinness & Maura Sheehan, 1998. "Regional convergence in the UK, 1970-1995," Applied Economics Letters, Taylor & Francis Journals, vol. 5(10), pages 653-658.
    9. Bernard, Andrew B & Jones, Charles I, 1996. "Comparing Apples to Oranges: Productivity Convergence and Measurement across Industries and Countries," American Economic Review, American Economic Association, vol. 86(5), pages 1216-1238, December.
    10. Somik V. Lall & Serdar Yilmaz, 2001. "Regional economic convergence: Do policy instruments make a difference?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 35(1), pages 153-166.
    11. Les Oxley & David Greasley, 1995. "A Time‐Series Perspective on Convergence: Australia, UK and USA since 1870," The Economic Record, The Economic Society of Australia, vol. 71(3), pages 259-270, September.
    12. Helmut Hofer & Andreas Worgotter, 1997. "Regional Per Capita Income Convergence in Austria," Regional Studies, Taylor & Francis Journals, vol. 31(1), pages 1-12.
    13. Tamás Krisztin & Matthias Koch, 2011. "Agent Teams and Evolutionary Computation: Optimizing Semi- Parametric Spatial Autoregressive Models," ERSA conference papers ersa11p1687, European Regional Science Association.
    14. Ferhan Gezici & Geoffrey J.D. Hewings, 2004. "Regional Convergence And The Economic Performance Of Peripheral Areas In Turkey," Review of Urban & Regional Development Studies, Wiley Blackwell, vol. 16(2), pages 113-132, July.
    15. Fousekis, Panos, 2007. "Convergence of Relative State-level Per Capita Incomes in the United States Revisited," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 37(2), pages 1-10.
    16. repec:bla:ecorec:v:71:y:1995:i:214:p:259-70 is not listed on IDEAS
    17. Jen-Je Su, 2003. "Convergence clubs among 15 OECD countries," Applied Economics Letters, Taylor & Francis Journals, vol. 10(2), pages 113-118.
    18. Nikos Benos & Stelios Karagiannis, 2008. "Convergence And Economic Performance In Greece: Evidence At Regional And Prefecture Level," Review of Urban & Regional Development Studies, Wiley Blackwell, vol. 20(1), pages 52-69, March.
    19. S. Alexiadis & J. Tomkins, 2004. "Convergence clubs in the regions of Greece," Applied Economics Letters, Taylor & Francis Journals, vol. 11(6), pages 387-391.
    20. Strauss, Jack, 2000. "Is there a permanent component in US real GDP," Economics Letters, Elsevier, vol. 66(2), pages 137-142, February.
    21. S. Nahar & B. Inder, 2002. "Testing convergence in economic growth for OECD countries," Applied Economics, Taylor & Francis Journals, vol. 34(16), pages 2011-2022.
    22. Fabio Canova, 2004. "Testing for Convergence Clubs in Income Per Capita: A Predictive Density Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(1), pages 49-77, February.
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