IDEAS home Printed from https://ideas.repec.org/p/cpd/pd2002/d5-3.html
   My bibliography  Save this paper

Growth convergence clubs: Evidence from Markov-switching models using panel data

Author

Listed:
  • Rodolfo Cermeño

    (División de Economía, CIDE)

Abstract

In this paper we model the rate of growth of per capita output as a two-state Markov-switching process. We consider panel data sets for OECD countries, USA states and two wider samples of countries. For each sample, we attempt to characterize each regime's first and second moments, the transition probabilities as well as the unconditional probabilities of being in each regime. We also make inference on the regime that is most likely to have generated each observed growth rate in the panels. We find that the low growth regimes exhibit high volatility but are not very persistent while the high growth regimes are substantially less volatile and very persistent. Also we find that, at the world level, only a few countries seem to have remained in the high growth regime over the entire sample period. On the other hand, all OECD countries and most USA states have remained in the high growth regime over the last decade of their corresponding sample periods. In all cases, no economy seems to have remained in the low growth regime over the different time spans considered in this study.

Suggested Citation

  • Rodolfo Cermeño, 2002. "Growth convergence clubs: Evidence from Markov-switching models using panel data," 10th International Conference on Panel Data, Berlin, July 5-6, 2002 D5-3, International Conferences on Panel Data.
  • Handle: RePEc:cpd:pd2002:d5-3
    as

    Download full text from publisher

    File URL: http://econpapers.repec.org/cpd/2002/115_Cermeno.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Jones, Charles I, 1997. "Convergence Revisited," Journal of Economic Growth, Springer, vol. 2(2), pages 131-153, July.
    2. Ben-David, Dan & Loewy, Michael B, 1998. "Free Trade, Growth, and Convergence," Journal of Economic Growth, Springer, vol. 3(2), pages 143-170, June.
    3. Moreno, Ramon & Trehan, Bharat, 1997. "Location and the Growth of Nations," Journal of Economic Growth, Springer, vol. 2(4), pages 399-418, December.
    4. G. S. Maddala, 1999. "On the Use of Panel Data Methods with Cross-Country Data," Annals of Economics and Statistics, GENES, issue 55-56, pages 429-448.
    5. Quah, Danny, 1993. "Empirical cross-section dynamics in economic growth," European Economic Review, Elsevier, vol. 37(2-3), pages 426-434, April.
    6. Durlauf, Steven N & Johnson, Paul A, 1995. "Multiple Regimes and Cross-Country Growth Behaviour," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 10(4), pages 365-384, Oct.-Dec..
    7. Kevin Lee & M. Hashem Pesaran & Ron Smith, 1998. "Growth Empirics: A Panel Data Approach—A Comment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(1), pages 319-323.
    8. repec:adr:anecst:y:1999:i:55-56:p:16 is not listed on IDEAS
    9. Evans, Paul, 1996. "Using cross-country variances to evaluate growth theories," Journal of Economic Dynamics and Control, Elsevier, vol. 20(6-7), pages 1027-1049.
    10. Galor, Oded & Tsiddon, Daniel, 1997. "The Distribution of Human Capital and Economic Growth," Journal of Economic Growth, Springer, vol. 2(1), pages 93-124, March.
    11. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    12. 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.
    13. Levine, Ross & Renelt, David, 1992. "A Sensitivity Analysis of Cross-Country Growth Regressions," American Economic Review, American Economic Association, vol. 82(4), pages 942-963, September.
    14. Friedman, Milton, 1992. "Do Old Fallacies Ever Die?," Journal of Economic Literature, American Economic Association, vol. 30(4), pages 2129-2132, December.
    15. Benhabib, Jess & Rustichini, Aldo, 1996. "Social Conflict and Growth," Journal of Economic Growth, Springer, vol. 1(1), pages 125-142, March.
    16. Nazrul Islam, 1998. "Growth Empirics: A Panel Data Approach—A Reply," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(1), pages 325-329.
    17. Guillaume Gaulier & Christophe Hurlin & Philippe Jean-Pierre, 1999. "Testing Convergence: A Panel Data Approach," Annals of Economics and Statistics, GENES, issue 55-56, pages 411-427.
    18. Evans, Paul & Karras, Georgios, 1993. "Do standards of living converge? : Some cross-country evidence," Economics Letters, Elsevier, vol. 43(2), pages 149-155.
    19. Canova, Fabio & Marcet, Albert, 1995. "The Poor Stay Poor: Non-Convergence Across Countries and Regions," CEPR Discussion Papers 1265, C.E.P.R. Discussion Papers.
    20. Lee, Jong-Wha, 1996. "Government Interventions and Productivity Growth," Journal of Economic Growth, Springer, vol. 1(3), pages 391-414, September.
    21. Rodolfo Cermeño, 1999. "Median-Unbiased Estimation in Fixed-Effects Dynamic Panels," Annals of Economics and Statistics, GENES, issue 55-56, pages 351-368.
    22. Quah, D., 1990. "Galton'S Fallacy And The Tests Of The Convergence Hypothesis," Working papers 552, Massachusetts Institute of Technology (MIT), Department of Economics.
    23. Paul Evans, 1997. "How Fast Do Economies Converge?," The Review of Economics and Statistics, MIT Press, vol. 79(2), pages 219-225, May.
    24. 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.
    25. Evans, Paul & Karras, Georgios, 1996. "Convergence revisited," Journal of Monetary Economics, Elsevier, vol. 37(2-3), pages 249-265, April.
    26. Hamilton, James D., 1990. "Analysis of time series subject to changes in regime," Journal of Econometrics, Elsevier, vol. 45(1-2), pages 39-70.
    27. Alesina, Alberto & Özler, Sule & Roubini, Nouriel & Swagel, Phillip, 1996. "Political Instability and Economic Growth," Journal of Economic Growth, Springer, vol. 1(2), pages 189-211, June.
    28. Paul Evans, 1998. "Income Dynamics in Regions and Countries," Working Papers 98-09, Ohio State University, Department of Economics.
    29. Quah, Danny T., 1996. "Empirics for economic growth and convergence," European Economic Review, Elsevier, vol. 40(6), pages 1353-1375, June.
    30. Evans, Paul & Karras, Georgios, 1996. "Do Economies Converge? Evidence from a Panel of U.S. States," The Review of Economics and Statistics, MIT Press, vol. 78(3), pages 384-388, August.
    31. repec:adr:anecst:y:1999:i:55-56:p:17 is not listed on IDEAS
    32. 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.
    33. repec:bla:scandj:v:95:y:1993:i:4:p:427-43 is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Jeffrey P. Cohen & Cletus C. Coughlin & Jonas C. Crews, 2018. "Interregional Migration and Housing Vacancy: Theory and Empirics," Working Papers 2018-007, Federal Reserve Bank of St. Louis, revised 16 Oct 2020.
    2. Jakub Growiec, 2005. "Dynamika konwergencji Polski z Unią Europejską," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 5-6, pages 101-118.

    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. Durlauf, Steven N. & Quah, Danny T., 1999. "The new empirics of economic growth," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 4, pages 235-308, Elsevier.
    2. 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.
    3. Sergio J. Rey & Mark V. Janikas, 2003. "Convergence and space," Urban/Regional 0311002, University Library of Munich, Germany, revised 16 Nov 2003.
    4. Sergio J. Rey & Mark V. Janikas, 2005. "Regional convergence, inequality, and space," Journal of Economic Geography, Oxford University Press, vol. 5(2), pages 155-176, April.
    5. Matthew Higgins & Daniel Levy & Andrew T. Young, 2003. "Growth and Convergence across the US: Evidence from County-Level Data," Working Papers 2003-03, Bar-Ilan University, Department of Economics.
    6. 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.
    7. 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.
    8. Jesús Peiró-Palomino, 2013. "European regional convergence revisited: The role of space and the intangible assets," Working Papers 2013/11, Economics Department, Universitat Jaume I, Castellón (Spain).
    9. Steven N. Durlauf & Andros Kourtellos & Chih Ming Tan, 2008. "Empirics of Growth and Development," Chapters, in: Amitava Krishna Dutt & Jaime Ros (ed.), International Handbook of Development Economics, Volumes 1 & 2, volume 0, chapter 3, Edward Elgar Publishing.
    10. Young, Andrew T. & Higgins, Matthew J. & Levy, Daniel, 2008. "Sigma Convergence versus Beta Convergence: Evidence from U.S. County-Level Data," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 40(5), pages 1083-1093.
    11. Korap, Levent, 2010. "OECD ülkeleri için ekonomik yakınsama öngörüsünün zaman serisi panel birim kök yöntemleri ile sınanması [An essay upon testing economic convergence hypothesis with time series panel unit root metho," MPRA Paper 29644, University Library of Munich, Germany.
    12. Nazrul Islam, 2003. "What have We Learnt from the Convergence Debate?," Journal of Economic Surveys, Wiley Blackwell, vol. 17(3), pages 309-362, July.
    13. Catherine Fuss, 1999. "Mesures et tests de convergence : une revue de la littérature," Revue de l'OFCE, Programme National Persée, vol. 69(1), pages 221-249.
    14. 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.
    15. Ana Lamo, 2000. "On convergence empirics: same evidence for Spanish regions," Investigaciones Economicas, Fundación SEPI, vol. 24(3), pages 681-707, September.
    16. Rassekh, Farhad & Panik, Michael J. & Kolluri, Bharat R., 2001. "A test of the convergence hypothesis: the OECD experience, 1950-1990," International Review of Economics & Finance, Elsevier, vol. 10(2), pages 147-157.
    17. Charles I. Jones, 1997. "On the Evolution of the World Income Distribution," Journal of Economic Perspectives, American Economic Association, vol. 11(3), pages 19-36, Summer.
    18. Voxi Heinrich Amavilah & Antonio Rodríguez Andrés, 2024. "Knowledge Economy and the Economic Performance of African Countries: A Seemingly Unrelated and Recursive Approach," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 110-143, March.
    19. 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.
    20. Markus Eberhardt & Francis Teal, 2011. "Econometrics For Grumblers: A New Look At The Literature On Cross‐Country Growth Empirics," Journal of Economic Surveys, Wiley Blackwell, vol. 25(1), pages 109-155, February.

    More about this item

    Keywords

    Growth and convergence; Markov-switching models;

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General

    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:cpd:pd2002:d5-3. 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: Sune Karlsson (email available below). General contact details of provider: .

    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.