IDEAS home Printed from https://ideas.repec.org/a/spr/qualqt/v56y2022i6d10.1007_s11135-022-01318-8.html
   My bibliography  Save this article

Mining patterns of transitional growth using multivariate concept-based models

Author

Listed:
  • Jakub Bartak

    (Cracow University of Economics)

  • Agnieszka Jastrzębska

    (Warsaw University of Technology)

Abstract

The relationship between income and growth rates has been an elementary problem of research on economic convergence. In the present paper, we study growth-income paths in a new perspective. We assess the similarities of transitional growth trajectories with the use of novel concept-based model. Further, we group economies on the basis of the assessed similarities and we evaluate within-group growth-income relationships. The obtained results point to distinct patterns of development, which help to understand the puzzles of absolute convergence and divergence. Among others, we find evidence of a humped-shaped path of long-run transitional growth. Simultaneously, we identify countries which got stuck in poverty and in the middle-income trap.

Suggested Citation

  • Jakub Bartak & Agnieszka Jastrzębska, 2022. "Mining patterns of transitional growth using multivariate concept-based models," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(6), pages 4395-4419, December.
  • Handle: RePEc:spr:qualqt:v:56:y:2022:i:6:d:10.1007_s11135-022-01318-8
    DOI: 10.1007/s11135-022-01318-8
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11135-022-01318-8
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11135-022-01318-8?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    2. 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.
    3. T. W. Swan, 1956. "ECONOMIC GROWTH and CAPITAL ACCUMULATION," The Economic Record, The Economic Society of Australia, vol. 32(2), pages 334-361, November.
    4. Oded Galor, 2011. "Unified Growth Theory and Comparative Development," Rivista di Politica Economica, SIPI Spa, issue 2, pages 9-21, April-Jun.
    5. Peter C. B. Phillips & Donggyu Sul, 2009. "Economic transition and growth," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(7), pages 1153-1185.
    6. Juan Gabriel Brida & Silvia London & Lionello Punzo & Wiston Adrian Risso, 2011. "An Alternative View of the Convergence Issue of Growth Empirics," Growth and Change, Wiley Blackwell, vol. 42(3), pages 320-350, September.
    7. Gundlach, Erich & Paldam, Martin, 2020. "A hump-shaped transitional growth path as a general pattern in long-run development," Economic Systems, Elsevier, vol. 44(3).
    8. Fionn Murtagh & Pierre Legendre, 2014. "Ward’s Hierarchical Agglomerative Clustering Method: Which Algorithms Implement Ward’s Criterion?," Journal of Classification, Springer;The Classification Society, vol. 31(3), pages 274-295, October.
    9. Andrew Bell & Malcolm Fairbrother & Kelvyn Jones, 2019. "Fixed and random effects models: making an informed choice," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(2), pages 1051-1074, March.
    10. Beylunioğlu, Fuat C. & Yazgan, M. Ege & Stengos, Thanasis, 2020. "Detecting Convergence Clubs," Macroeconomic Dynamics, Cambridge University Press, vol. 24(3), pages 629-669, April.
    11. Barry Eichengreen & Donghyun Park & Kwanho Shin, 2013. "Growth Slowdowns Redux: New Evidence on the Middle-Income Trap," NBER Working Papers 18673, National Bureau of Economic Research, Inc.
    12. Robert E. Lucas, 2009. "Trade and the Diffusion of the Industrial Revolution," American Economic Journal: Macroeconomics, American Economic Association, vol. 1(1), pages 1-25, January.
    13. Diego Comin & Martí Mestieri, 2018. "If Technology Has Arrived Everywhere, Why Has Income Diverged?," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(3), pages 137-178, July.
    14. Antonin Bergeaud & Gilbert Cette & Rémy Lecat, 2020. "Convergence of GDP per capita in advanced countries over the twentieth century," Empirical Economics, Springer, vol. 59(5), pages 2509-2526, November.
    15. 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.
    16. 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.
    17. Peter C. B. Phillips & Donggyu Sul, 2007. "Transition Modeling and Econometric Convergence Tests," Econometrica, Econometric Society, vol. 75(6), pages 1771-1855, November.
    18. 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.
    19. Costas Azariadis & Allan Drazen, 1990. "Threshold Externalities in Economic Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(2), pages 501-526.
    20. Oded Galor, 2011. "Unified Growth Theory," Economics Books, Princeton University Press, edition 1, number 9477.
    21. David N. Weil & Oded Galor, 2000. "Population, Technology, and Growth: From Malthusian Stagnation to the Demographic Transition and Beyond," American Economic Review, American Economic Association, vol. 90(4), pages 806-828, September.
    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. Matteo Cervellati & Gerrit Meyerheim & Uwe Sunde, 2023. "The empirics of economic growth over time and across nations: a unified growth perspective," Journal of Economic Growth, Springer, vol. 28(2), pages 173-224, June.
    2. Shana M. Sundstrom & Craig R. Allen & David G. Angeler, 2020. "Scaling and discontinuities in the global economy," Journal of Evolutionary Economics, Springer, vol. 30(2), pages 319-345, April.
    3. Bloom, David E. & Canning, David & Kotschy, Rainer & Prettner, Klaus & Schünemann, Johannes, 2024. "Health and economic growth: Reconciling the micro and macro evidence," World Development, Elsevier, vol. 178(C).
    4. Sedat Alataş & Erkam Sarı, 2021. "An Empirical Investigation on Regional Disparities in Public Expenditures: Province Level Evidence from Turkey," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 158(1), pages 217-240, November.
    5. Arfat Ahmad Sofi & Subash Sasidharan & Mohammad Younus Bhat, 2023. "Economic growth and club convergence: Is there a neighbour's effect?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(3), pages 2475-2494, July.
    6. Akram, Vaseem & Ali, Jabir, 2022. "Do countries converge in natural resources rents? Evidence from club convergence analysis," Resources Policy, Elsevier, vol. 77(C).
    7. Ghosh, Madhusudan & Ghoshray, Atanu & Malki, Issam, 2013. "Regional divergence and club convergence in India," Economic Modelling, Elsevier, vol. 30(C), pages 733-742.
    8. Vaseem Akram & Jabir Ali, 2021. "Output convergence at sector level across Indian states: Evidence from weak sigma and club convergence analysis," Journal of International Development, John Wiley & Sons, Ltd., vol. 33(7), pages 1166-1188, October.
    9. Ajit Nag & Jalandhar Pradhan, 2023. "Does club convergence matter? Empirical evidence on inequality in the human development index among Indian states," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-12, December.
    10. Charles Shaaba Saba & Nicholas Ngepah & Christian Nsiah, 2020. "Convergence in military expenditure and economic growth in Africa and its regional economic communities: evidence from a club clustering algorithm," Cogent Economics & Finance, Taylor & Francis Journals, vol. 8(1), pages 1832344-183, January.
    11. Mihály Borsi & Norbert Metiu, 2015. "The evolution of economic convergence in the European Union," Empirical Economics, Springer, vol. 48(2), pages 657-681, March.
    12. Annarita BALDANZI & Alberto BUCCI & Klaus PRETTNER, 2016. "The Effects of Health Investments on Human Capital and R&D-Driven Economic Growth," Departmental Working Papers 2016-17, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
    13. Carolina Arteaga Cabrales, 2011. "Human Capital Externalities and Growth," Revista ESPE - Ensayos sobre Política Económica, Banco de la Republica de Colombia, vol. 29(66), pages 12-47, December.
    14. Sulekha Hembram & Souparna Maji & Sushil Kr. Haldar, 2019. "Club Convergence among the Major Indian States During 1982–2014: Does Investment in Human Capital Matter?," South Asia Economic Journal, Institute of Policy Studies of Sri Lanka, vol. 20(2), pages 184-204, September.
    15. 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.
    16. Dalgaard, Carl-Johan & Strulik, Holger, 2013. "The history augmented Solow model," European Economic Review, Elsevier, vol. 63(C), pages 134-149.
    17. Diego Aboal & Bibiana Lanzilotta & Martin Pereyra & Maria Paz Queraltó, 2020. "Regional Economic Development and Convergence Clubs in Uruguay," Documentos de Trabajo 17902, The Latin American and Caribbean Economic Association (LACEA).
    18. Monfort, Mercedes & Cuestas, Juan Carlos & Ordóñez, Javier, 2013. "Real convergence in Europe: A cluster analysis," Economic Modelling, Elsevier, vol. 33(C), pages 689-694.
    19. Baldanzi, Annarita & Bucci, Alberto & Prettner, Klaus, 2021. "Children’S Health, Human Capital Accumulation, And R&D-Based Economic Growth," Macroeconomic Dynamics, Cambridge University Press, vol. 25(3), pages 651-668, April.
    20. 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.

    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:spr:qualqt:v:56:y:2022:i:6:d:10.1007_s11135-022-01318-8. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.