IDEAS home Printed from https://ideas.repec.org/p/cat/dtecon/dt201401.html
   My bibliography  Save this paper

Are there different convergence local behaviors hidden under the regional level? An analysis for the US States and counties with multilevel approach

Author

Listed:
  • Alberto Díaz Dapena

    (REGIOlab - University of Oviedo, Oviedo)

  • Fernando Rubiera Morollón
  • Dusan Paredes Araya

    (IDEAR - UCN)

Abstract

The large literature about economic convergence explores widely different ways of measure convergence as well as sophisticates and improves the econometrical techniques. Contradictory the number of contributions that analyze how relevant is the data spatial desegregation is reduced. Our hypothesis is that the spatial unit of analysis definition could affect significantly the convergence conclusions. The results show high intra class correlation indexes that indicate that there exists a significant variance inside of the States. A general behavior of convergence is observed coherent with previous studies but we can indentify some States that present internal behaviors of divergence or significant changes in the speed of convergence.

Suggested Citation

  • Alberto Díaz Dapena & Fernando Rubiera Morollón & Dusan Paredes Araya, 2014. "Are there different convergence local behaviors hidden under the regional level? An analysis for the US States and counties with multilevel approach," Documentos de Trabajo en Economia y Ciencia Regional 47, Universidad Catolica del Norte, Chile, Department of Economics, revised Jul 2017.
    • Handle: RePEc:cat:dtecon:dt201401
    as

    Download full text from publisher

    File URL: https://sites.google.com/a/ucn.cl/wpeconomia/archivos/WP2014-01.pdf
    File Function: First version, 2017
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Behrens, Kristian & Thisse, Jacques-Francois, 2007. "Regional economics: A new economic geography perspective," Regional Science and Urban Economics, Elsevier, vol. 37(4), pages 457-465, July.
    2. Martin Srholec, 2010. "A Multilevel Approach to Geography of Innovation," Regional Studies, Taylor & Francis Journals, vol. 44(9), pages 1207-1220.
    3. Aqib Aslam & Luisa Corrado, 2012. "The geography of well-being," Journal of Economic Geography, Oxford University Press, vol. 12(3), pages 627-649, May.
    4. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    5. Lee, Kevin & Pesaran, M Hashem & Smith, Ron, 1997. "Growth and Convergence in Multi-country Empirical Stochastic Solow Model," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(4), pages 357-392, July-Aug..
    6. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    7. Richard Easterlin, 1960. "Interregional Differences in Per Capita Income, Population, and Total Income, 1840-1950," NBER Chapters, in: Trends in the American Economy in the Nineteenth Century, pages 73-140, National Bureau of Economic Research, Inc.
    8. 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.
    9. Duncan, Craig & Jones, Kelvyn & Moon, Graham, 1998. "Context, composition and heterogeneity: Using multilevel models in health research," Social Science & Medicine, Elsevier, vol. 46(1), pages 97-117, January.
    10. Etsuro Shioji, 1992. "Regional growth in Japan," Economics Working Papers 138, Department of Economics and Business, Universitat Pompeu Fabra, revised Oct 1995.
    11. Abramovitz, Moses, 1986. "Catching Up, Forging Ahead, and Falling Behind," The Journal of Economic History, Cambridge University Press, vol. 46(2), pages 385-406, June.
    12. Friedman, Milton, 1992. "Do Old Fallacies Ever Die?," Journal of Economic Literature, American Economic Association, vol. 30(4), pages 2129-2132, December.
    13. Sergio Rey & Brett Montouri, 1999. "US Regional Income Convergence: A Spatial Econometric Perspective," Regional Studies, Taylor & Francis Journals, vol. 33(2), pages 143-156.
    14. Lina Andersson & Mats Hammarstedt & Shakir Hussain & Ghazi Shukur, 2013. "Ethnic origin, local labour markets and self-employment in Sweden: a multilevel approach," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 50(3), pages 885-910, June.
    15. Quah, D., 1990. "Galton'S Fallacy And The Tests Of The Convergence Hypothesis," Working papers 552, Massachusetts Institute of Technology (MIT), Department of Economics.
    16. Lee, F.C. & Coulombe, S., 1993. "Regional Productivity Convergence in Canada," Working Papers 9318e, University of Ottawa, Department of Economics.
    17. Caselli, Francesco & Esquivel, Gerardo & Lefort, Fernando, 1996. "Reopening the Convergence Debate: A New Look at Cross-Country Growth Empirics," Journal of Economic Growth, Springer, vol. 1(3), pages 363-389, September.
    18. Krugman, Paul, 1987. "The narrow moving band, the Dutch disease, and the competitive consequences of Mrs. Thatcher : Notes on trade in the presence of dynamic scale economies," Journal of Development Economics, Elsevier, vol. 27(1-2), pages 41-55, October.
    19. Nazrul Islam, 2003. "What have We Learnt from the Convergence Debate?," Journal of Economic Surveys, Wiley Blackwell, vol. 17(3), pages 309-362, July.
    20. Baumol, William J, 1986. "Productivity Growth, Convergence, and Welfare: What the Long-run Data Show," American Economic Review, American Economic Association, vol. 76(5), pages 1072-1085, December.
    21. Sala-i-Martin, Xavier, 1994. "Cross-sectional regressions and the empirics of economic growth," European Economic Review, Elsevier, vol. 38(3-4), pages 739-747, April.
    22. Efthymios Tsionas, 2000. "Regional Growth and Convergence: Evidence from the United States," Regional Studies, Taylor & Francis Journals, vol. 34(3), pages 231-238.
    23. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    24. Guilherme Mendes Resende, 2011. "Multiple dimensions of regional economic growth: The Brazilian case, 1991−2000," Papers in Regional Science, Wiley Blackwell, vol. 90(3), pages 629-662, August.
    25. Jon Miller & Ismail Genc, 2005. "Alternative regional specification and convergence of U.S. regional growth rates," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 39(2), pages 241-252, June.
    26. Nazrul Islam, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 1127-1170.
    27. Quah, Danny, 1993. " Galton's Fallacy and Tests of the Convergence Hypothesis," Scandinavian Journal of Economics, Wiley Blackwell, vol. 95(4), pages 427-443, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Alberto Díaz Dapena & Fernando Rubiera Morollón & Dusan Paredes Araya, 2017. "Are there different local patterns of convergence concealed beneath the regional level? An analysis for US states and counties using a multilevel approach," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 58(3), pages 623-640, May.
    2. Magrini, Stefano, 2004. "Regional (di)convergence," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 62, pages 2741-2796, Elsevier.
    3. Lijuan Huo & Tae-Hwan Kim & Yunmi Kim, 2015. "Revisiting growth empirics based on IV panel quantile regression," Applied Economics, Taylor & Francis Journals, vol. 47(36), pages 3859-3873, August.
    4. Cem Ertur & Julie Le Gallo & Catherine Baumont, 2006. "The European Regional Convergence Process, 1980-1995: Do Spatial Regimes and Spatial Dependence Matter?," International Regional Science Review, , vol. 29(1), pages 3-34, January.
    5. Stephen Dobson & Carlyn Ramlogan & Eric Strobl, 2006. "Why Do Rates Of Β‐Convergence Differ? A Meta‐Regression Analysis," Scottish Journal of Political Economy, Scottish Economic Society, vol. 53(2), pages 153-173, May.
    6. Martín-Mayoral, Fernando, 2008. "¿Existe convergencia entre los países de América Latina? [Exist convergence across Latinamerican countries]," MPRA Paper 16039, University Library of Munich, Germany.
    7. Yerken Turganbayev, 2016. "Regional convergence in Kazakhstan," Post-Communist Economies, Taylor & Francis Journals, vol. 28(3), pages 314-334, July.
    8. Patrizia Margani & Roberto Ricciuti, 2001. "Further Evidence on Convergence across Italian Regions," ERSA conference papers ersa01p104, European Regional Science Association.
    9. Jesús Rodríguez‐López & Diego Martínez‐López & Diego Romero‐Ávila, 2009. "Persistence of inequalities across the Spanish regions," Papers in Regional Science, Wiley Blackwell, vol. 88(4), pages 841-862, November.
    10. Burnett, J. Wesley, 2016. "Club convergence and clustering of U.S. energy-related CO2 emissions," Resource and Energy Economics, Elsevier, vol. 46(C), pages 62-84.
    11. Alberto Díaz Dapena & Esteban Fernández Vázquez & Fernando Rubiera Morollón, 2016. "The role of spatial scale in regional convergence: the effect of MAUP in the estimation of $$\beta $$ β -convergence equations," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 56(2), pages 473-489, March.
    12. Peter Mulder & Raymond J.G.M. Florax & Henri L.F. de Groot, 2011. "A Spatial Perspective on Global Energy Productivity Trends," Chapters, in: Raymond J.G.M. Florax & Henri L.F. de Groot & Peter Mulder (ed.), Improving Energy Efficiency through Technology, chapter 2, Edward Elgar Publishing.
    13. Silvia Dal Bianco, 2009. "A Reassessment of Italian Regional Convergence through a Non-Parametric Approach," Quaderni di Dipartimento 099, University of Pavia, Department of Economics and Quantitative Methods.
    14. Nazrul Islam, 2003. "What have We Learnt from the Convergence Debate?," Journal of Economic Surveys, Wiley Blackwell, vol. 17(3), pages 309-362, July.
    15. Miketa, Asami & Mulder, Peter, 2005. "Energy productivity across developed and developing countries in 10 manufacturing sectors: Patterns of growth and convergence," Energy Economics, Elsevier, vol. 27(3), pages 429-453, May.
    16. William Brock & M. Taylor, 2010. "The Green Solow model," Journal of Economic Growth, Springer, vol. 15(2), pages 127-153, June.
    17. Mariusz Próchniak & Bartosz Witkowski, 2006. "Modelowanie realnej konwergencji w skali międzynarodowej," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 10, pages 1-31.
    18. Nicholas Apergis & Christina Christou & Stephen Miller, 2012. "Convergence patterns in financial development: evidence from club convergence," Empirical Economics, Springer, vol. 43(3), pages 1011-1040, December.
    19. Paul Johnson & Chris Papageorgiou, 2020. "What Remains of Cross-Country Convergence?," Journal of Economic Literature, American Economic Association, vol. 58(1), pages 129-175, March.
    20. Dimitar Eftimoski, 2020. "Some new insights on economic convergence and growth in Central, Eastern, and Southeastern Europe," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 47(4), pages 863-884, November.

    More about this item

    Keywords

    Convergence studies; regional and local growth; multilevel analysis and US.;
    All these keywords.

    JEL classification:

    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R15 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Econometric and Input-Output Models; Other Methods
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:cat:dtecon:dt201401. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Benjamin Jara (email available below). General contact details of provider: https://edirc.repec.org/data/ieucncl.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.