IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp5261.html
   My bibliography  Save this paper

Solow or Lucas? Testing Speed of Convergence on a Panel of OECD Countries

Author

Listed:
  • Arnold, Jens

    (OECD)

  • Bassanini, Andrea

    (OECD)

  • Scarpetta, Stefano

    (OECD)

Abstract

We test whether the growth experience of a sample of 21 OECD countries over the past three decades is more consistent with the augmented Solow model or the Uzawa-Lucas model, by exploiting the different non-linear restrictions implied by them as regards the relationship between factor shares and speed of convergence. Using cross-country/time-series data, we specify our growth regression without imposing cross-country homogeneity restrictions on the speed of convergence and short-run parameters. Indeed, both theoretical models imply that the speed of convergence to the steady state differs across countries due to heterogeneity in population growth, technical change or progressiveness of income taxes. Our estimated speed of convergence is too fast to be compatible with the augmented Solow model, but is consistent with the Uzawa-Lucas model with constant returns to scale. Our main findings are robust to several robustness tests.

Suggested Citation

  • Arnold, Jens & Bassanini, Andrea & Scarpetta, Stefano, 2010. "Solow or Lucas? Testing Speed of Convergence on a Panel of OECD Countries," IZA Discussion Papers 5261, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp5261
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp5261.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Robert J. Barro, 2013. "Inflation and Economic Growth," Annals of Economics and Finance, Society for AEF, vol. 14(1), pages 121-144, May.
    2. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
    3. Topel, Robert, 1999. "Labor markets and economic growth," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 44, pages 2943-2984, Elsevier.
    4. Daniel Cohen & Marcelo Soto, 2007. "Growth and human capital: good data, good results," Journal of Economic Growth, Springer, vol. 12(1), pages 51-76, March.
    5. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    6. Mikael Lindahl & Alan B. Krueger, 2001. "Education for Growth: Why and for Whom?," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1101-1136, December.
    7. Casey B. Mulligan & Xavier Sala-i-Martin, 1993. "Transitional Dynamics in Two-Sector Models of Endogenous Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 739-773.
    8. Pintus, Patrick, 2008. "Note On Convergence Under Income Tax Progressivity," Macroeconomic Dynamics, Cambridge University Press, vol. 12(2), pages 286-299, April.
    9. 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.
    10. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    11. Caballe, Jordi & Santos, Manuel S, 1993. "On Endogenous Growth with Physical and Human Capital," Journal of Political Economy, University of Chicago Press, vol. 101(6), pages 1042-1067, December.
    12. Stephen Bond & Anke Hoeffler, 2001. "GMM Estimation of Empirical Growth Models," Economics Series Working Papers 2001-W21, University of Oxford, Department of Economics.
    13. Angel de la Fuente & Rafael Doménech, 2006. "Human Capital in Growth Regressions: How Much Difference Does Data Quality Make?," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 1-36, March.
    14. Steve Bond & Asli Leblebicioglu & Fabio Schiantarelli, 2010. "Capital accumulation and growth: a new look at the empirical evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(7), pages 1073-1099, November/.
    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. Herbst Mikołaj & Kaczmarczyk Paweł & Wójcik Piotr, 2017. "Migration of Graduates Within a Sequential Decision Framework: Evidence from Poland," Central European Economic Journal, Sciendo, vol. 1(48), pages 1-18, November.
    2. Jean-Marc Fournier, 2016. "The Positive Effect of Public Investment on Potential Growth," OECD Economics Department Working Papers 1347, OECD Publishing.
    3. Gianni Carvelli, 2023. "The long-run effects of government expenditure on private investments: a panel CS-ARDL approach," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 47(3), pages 620-645, September.
    4. Zhenxiong Li & Hilary Ingham, 2020. "Financial Development, Economic Performance and Democracy," Working Papers 291296033, Lancaster University Management School, Economics Department.
    5. Aldona Standar & Agnieszka Kozera, 2019. "The Role of Local Finance in Overcoming Socioeconomic Inequalities in Polish Rural Areas," Sustainability, MDPI, vol. 11(20), pages 1-28, October.
    6. Jochen Hartwig & Jan-Egbert Sturm, 2018. "Testing the Grossman model of medical spending determinants with macroeconomic panel data," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 19(8), pages 1067-1086, November.
    7. Pop Silaghi, Monica Ioana & Alexa, Diana & Jude, Cristina & Litan, Cristian, 2014. "Do business and public sector research and development expenditures contribute to economic growth in Central and Eastern European Countries? A dynamic panel estimation," Economic Modelling, Elsevier, vol. 36(C), pages 108-119.
    8. Julien Malizard, 2016. "Military expenditure and economic growth in the European Union: Evidence from SIPRI’s extended dataset," Economics of Peace and Security Journal, EPS Publishing, vol. 11(2), pages 38-44, October.
    9. Boris Cournède & Oliver Denk & Peter Hoeller, 2015. "Finance and Inclusive Growth," OECD Economic Policy Papers 14, OECD Publishing.
    10. Hugo Erken & Piet Donselaar & Roy Thurik, 2018. "Total factor productivity and the role of entrepreneurship," The Journal of Technology Transfer, Springer, vol. 43(6), pages 1493-1521, December.
    11. Gilberto Gonz'alez-Parra & Benito Chen-Charpentier & Abraham J. Arenas & Miguel Diaz-Rodriguez, 2015. "Mathematical modeling of physical capital using the spatial Solow model," Papers 1504.04388, arXiv.org.
    12. Cabral, René & Castellanos-Sosa, Francisco A., 2019. "Europe's income convergence and the latest global financial crisis," Research in Economics, Elsevier, vol. 73(1), pages 23-34.
    13. Gilberto González-Parra & Benito Chen-Charpentier & Abraham J. Arenas & Miguel Díaz-Rodríguez, 2022. "Mathematical Modeling of Physical Capital Diffusion Using a Spatial Solow Model: Application to Smuggling in Venezuela," Economies, MDPI, vol. 10(7), pages 1-16, July.
    14. Hosoya, Kei, 2016. "Recovery from natural disaster: A numerical investigation based on the convergence approach," Economic Modelling, Elsevier, vol. 55(C), pages 410-420.
    15. Hartwig, Jochen, 2014. "Testing the Uzawa–Lucas model with OECD data," Research in Economics, Elsevier, vol. 68(2), pages 144-156.
    16. Herbst, Mikolaj & Rok, Jakub, 2013. "Mobility of human capital and its effect on regional economic development. Review of theory and empirical literature," MPRA Paper 45755, University Library of Munich, Germany.
    17. Rizvi, Syed Kumail Abbas & Naqvi, Bushra & Boubaker, Sabri & Mirza, Nawazish, 2022. "The power play of natural gas and crude oil in the move towards the financialization of the energy market," Energy Economics, Elsevier, vol. 112(C).
    18. Giampaolo Arachi & Valeria Bucci & Alessandra Casarico, 2015. "Tax structure and macroeconomic performance," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 22(4), pages 635-662, August.
    19. Oliver Denk & Sebastian Schich & Boris Cournède, 2015. "Why implicit bank debt guarantees matter: Some empirical evidence," OECD Journal: Financial Market Trends, OECD Publishing, vol. 2014(2), pages 63-88.
    20. Stojkoski, Viktor & Kocarev, Ljupco, 2017. "The Relationship Between Growth and Economic Complexity: Evidence from Southeastern and Central Europe," MPRA Paper 77837, University Library of Munich, Germany, revised 2017.
    21. Husam Rjoub & Chuka Uzoma Ifediora & Jamiu Adetola Odugbesan & Benneth Chiemelie Iloka & João Xavier Rita & Rui Miguel Dantas & Mário Nuno Mata & José Moleiro Martins, 2021. "Implications of Governance, Natural Resources, and Security Threats on Economic Development: Evidence from Sub-Saharan Africa," IJERPH, MDPI, vol. 18(12), pages 1-18, June.
    22. Mihaela Simionescu, 2015. "The Impact Of Economic Crisis On Inflation Convergence In The European Union. A Panel Data Approach," Journal Articles, Center For Economic Analyses, pages 37-46, June.
    23. Ahmet Erülgen & Husam Rjoub & Ahmet Adalıer, 2020. "Bank Characteristics Effect on Capital Structure: Evidence from PMG and CS-ARDL," JRFM, MDPI, vol. 13(12), pages 1-13, December.
    24. Muhammad Safdar & Ahmad Nawaz, 2020. "Testing The Convergence Hypothesis In Solow Growth Model: A Statistical Evidence From Saarc Economies," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 9(2), pages 60-73, June.
    25. Han Zhang & Dongli Wu, 2022. "The Impact of Transport Infrastructure on Rural Industrial Integration: Spatial Spillover Effects and Spatio-Temporal Heterogeneity," Land, MDPI, vol. 11(7), pages 1-18, July.

    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. Jochen Hartwig, 2009. "A panel Granger-causality test of endogenous vs. exogenous growth," KOF Working papers 09-231, KOF Swiss Economic Institute, ETH Zurich.
    2. Capolupo, Rosa, 2009. "The New Growth Theories and Their Empirics after Twenty Years," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 3, pages 1-72.
    3. 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.
    4. Angel de la Fuente & Antonio Ciccone, 2003. "Human capital in a global and knowledge-based economy," UFAE and IAE Working Papers 562.03, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    5. Lenkei, Balint & Mustafa, Ghulam & Vecchi, Michela, 2018. "Growth in emerging economies: Is there a role for education?," Economic Modelling, Elsevier, vol. 73(C), pages 240-253.
    6. Middendorf Torge, 2006. "Human Capital and Economic Growth in OECD Countries," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 226(6), pages 670-686, December.
    7. Steve Bond & Asli Leblebicioglu & Fabio Schiantarelli, 2010. "Capital accumulation and growth: a new look at the empirical evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(7), pages 1073-1099, November/.
    8. Hartwig, Jochen, 2014. "Testing the Uzawa–Lucas model with OECD data," Research in Economics, Elsevier, vol. 68(2), pages 144-156.
    9. Marta Simões, 2004. "The Education-growth Nexus Across OECD Countries: Schooling Levels and Parameter Heterogeneity," DEGIT Conference Papers c009_029, DEGIT, Dynamics, Economic Growth, and International Trade.
    10. Robert W. Arnold, 2003. "Modeling Long-Run Economic Growth: Technical Paper 2003-04," Working Papers 14497, Congressional Budget Office.
    11. Markus Eberhardt & Francis Teal, 2008. "Modeling Technology and Technological Change in Manufacturing: How do Countries Differ?," CSAE Working Paper Series 2008-12, Centre for the Study of African Economies, University of Oxford.
    12. Diego Romero‐Avila, 2006. "Fiscal Policies And Output In The Long Run: A Panel Cointegration Approach Applied To The Oecd," Manchester School, University of Manchester, vol. 74(3), pages 360-388, June.
    13. Marcelo Soto, 2006. "The Causal Effect of Education on Aggregate Income," Working Papers 0605, International Economics Institute, University of Valencia.
    14. M. Emranul Haque & Babar Hussain, 2013. "Unproductive Education in a Model of Corruption and Growth," Centre for Growth and Business Cycle Research Discussion Paper Series 179, Economics, The University of Manchester.
    15. Marta C. N. Simões, 2011. "Education Composition and Growth: A Pooled Mean Group Analysis of OECD Countries," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 58(4), pages 455-471, December.
    16. M. Emranul Haque, 2012. "Unproductive Education in a Model of Corruption and Growth," Centre for Growth and Business Cycle Research Discussion Paper Series 178, Economics, The University of Manchester.
    17. Andrea Bassanini & Stefano Scarpetta, 2003. "The Driving Forces of Economic Growth: Panel Data Evidence for the OECD Countries," OECD Economic Studies, OECD Publishing, vol. 2001(2), pages 9-56.
    18. 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).
    19. Daren, Conrad, 2007. "Education and Economic Growth: Is There a Link?," MPRA Paper 18176, University Library of Munich, Germany, revised 2009.
    20. Bergheim, Stefan, 2007. "Pair-wise cointegration in long-run growth models," Research Notes 24, Deutsche Bank Research.

    More about this item

    Keywords

    PMG estimators; AK models; human capital; speed of convergence; panel data;
    All these keywords.

    JEL classification:

    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • O41 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - One, Two, and Multisector Growth Models

    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:iza:izadps:dp5261. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.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.