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On the Use of Panel Stationarity Tests in Convergence Analysis: Empirical Evidence for the EU Countries

Author

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  • Mariusz Prochniak

    (Warsaw School of Economics)

  • Bartosz Witkowski

    (Warsaw School of Economics)

Abstract

The study examines the concept of stochastic convergence in the EU28 countries over the 1994-2013 period. The convergence of individual countries’ GDP per capita toward the EU28 average per capita income level and the pair-wise convergence between the GDP of individual countries both are analyzed. Additionally, we introduce our own concept of conditional stochastic convergence which is based on adjusted GDP per capita series in order to account for the impact of other growth factors on GDP. The analysis is based on time series techniques. To assess stationarity, ADF tests are used. The study shows that the process of stochastic convergence in the EU countries is not so widespread as the cross-sectional studies on ? or ? convergence indicate. Even if we extend the analysis to examine conditional stochastic convergence, the number of converging economies or pairs of countries rises but not as much as it could be expected from the cross-sectional studies.

Suggested Citation

  • Mariusz Prochniak & Bartosz Witkowski, 2015. "On the Use of Panel Stationarity Tests in Convergence Analysis: Empirical Evidence for the EU Countries," Working Papers 90/2015, Institute of Economic Research, revised Apr 2015.
    • Handle: RePEc:pes:wpaper:2015:no90
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    References listed on IDEAS

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    1. Le Pen, Yannick, 2011. "A pair-wise approach to output convergence between European regions," Economic Modelling, Elsevier, vol. 28(3), pages 955-964, May.
    2. Hashem Pesaran, M., 2007. "A pair-wise approach to testing for output and growth convergence," Journal of Econometrics, Elsevier, vol. 138(1), pages 312-355, May.
    3. Cunado, J. & Perez de Gracia, F., 2006. "Real convergence in Africa in the second-half of the 20th century," Journal of Economics and Business, Elsevier, vol. 58(2), pages 153-167.
    4. N. Gregory Mankiw & David Romer & David Weil, 1990. "A Contribution to the Empirics of Economic Growth," Working Papers 1990-24, Brown University, Department of Economics.
    5. Juncal Cunado, 2011. "Structural Breaks and Real Convergence in Opec Countries," Journal of Applied Economics, Taylor & Francis Journals, vol. 14(1), pages 101-117, May.
    6. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    7. LAU, Chi Keung Marco, 2010. "New evidence about regional income divergence in China," China Economic Review, Elsevier, vol. 21(2), pages 293-309, June.
    8. Kane, Richard, 2001. "Investigating Convergence of the U.S. Regions: A Time-Series Analysis," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 31(1), pages 1-22.
    9. repec:dau:papers:123456789/6806 is not listed on IDEAS
    10. 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.
    11. Próchniak, Mariusz & Witkowski, Bartosz, 2013. "Time stability of the beta convergence among EU countries: Bayesian model averaging perspective," Economic Modelling, Elsevier, vol. 30(C), pages 322-333.
    12. Bernard, Andrew B. & Durlauf, Steven N., 1996. "Interpreting tests of the convergence hypothesis," Journal of Econometrics, Elsevier, vol. 71(1-2), pages 161-173.
    13. Juncal Cunado, 2011. "Structural breaks and real convergence in OPEC countries," Journal of Applied Economics, Universidad del CEMA, vol. 14, pages 101-117, May.
    14. Tsang, Eric W. K., 2014. "Old and New," Management and Organization Review, Cambridge University Press, vol. 10(03), pages 390-390, November.
    15. Maria Abreu & Henri L. F. de Groot & Raymond J. G. M. Florax, 2005. "A Meta‐Analysis of β‐Convergence: the Legendary 2%," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 389-420, July.
    16. Evans, Paul & Kim, Ji Uk, 2011. "Stochastic convergence of the catch-up rate and multiple structural breaks in Asian countries," Economics Letters, Elsevier, vol. 111(3), pages 260-263, June.
    17. Christopoulos, Dimitris K. & León-Ledesma, Miguel A., 2008. "Time-series output convergence tests and stationary covariates," Economics Letters, Elsevier, vol. 101(3), pages 297-299, December.
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    Cited by:

    1. Marta Kuc-Czarnecka & Samuele Lo Piano & Andrea Saltelli, 2020. "Quantitative Storytelling in the Making of a Composite Indicator," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 149(3), pages 775-802, June.
    2. Mariusz Prochniak & Magdalena Szyszko, 2019. "The similarity of European central banks in terms of transparency and effectiveness," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 14(3), pages 385-404, September.
    3. Mateusz Pipień & Sylwia Roszkowska, 2019. "The heterogeneity of convergence in transition countries," Post-Communist Economies, Taylor & Francis Journals, vol. 31(1), pages 75-105, January.
    4. Mateusz Tomal, 2022. "Testing for overall and cluster convergence of housing rents using robust methodology: evidence from Polish provincial capitals," Empirical Economics, Springer, vol. 62(4), pages 2023-2055, April.
    5. Agnieszka Głodowska, 2017. "Business Environment and Economic Growth in the European Union Countries: What Can Be Explained for the Convergence?," Entrepreneurial Business and Economics Review, Centre for Strategic and International Entrepreneurship at the Cracow University of Economics., vol. 5(4), pages 189-204.

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    More about this item

    Keywords

    economic growth; convergence; catching up; stationarity; ADF test;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • O52 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Europe

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