IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/47583.html
   My bibliography  Save this paper

Measuring the sources of economic growth in the EU with parametric and non-parametric methods

Author

Listed:
  • Krasnopjorovs, Olegs

Abstract

The standard neoclassical growth accounting (parametric) framework serves to explain only a minor part of labour productivity growth and its cross-country differences, thus implying an important role (as yet unexplained) for the Solow Residual or the Total Factor Productivity (TFP). However, the increased application of non-parametric methods in growth accounting, and in particular with Data Envelopment Analysis (DEA), has revealed that, along with the direct effect on output, a higher capital stock will have a substantial indirect effect that has been disregarded by the neoclassical framework. In line with an appropriate technology model (Basu, Weil, 1998), a higher capital stock allows a country to use a better technology. This paper extends the evidence regarding the relevance of an appropriate technology view to those Eastern European countries that were not previously included in a growth accounting investigation using non-parametric methods. It also reveals that the appropriate technology view is useful in explaining labour productivity growth and its cross-country differences within the EU. Furthermore, the results are robustly subject to assumptions on capital formation and on whether labour productivity has been adjusted with regard to the cross-country differences in employment structure by the various sectors and by natural resource endowment. Given both the direct and indirect effects of capital accumulation, it might prove to be a much more important tool for determining labour productivity growth than is usually considered within a neoclassical framework.

Suggested Citation

  • Krasnopjorovs, Olegs, 2012. "Measuring the sources of economic growth in the EU with parametric and non-parametric methods," MPRA Paper 47583, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:47583
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/47583/1/MPRA_paper_47583.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Susanto Basu & David N. Weil, 1998. "Appropriate Technology and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1025-1054.
    2. William Easterly & Ross Levine, 2002. "It´s Not Factor Accumulation: Stylized Facts and Growth Models," Central Banking, Analysis, and Economic Policies Book Series, in: Norman Loayza & Raimundo Soto & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Series Editor) (ed.),Economic Growth: Sources, Trends, and Cycles, edition 1, volume 6, chapter 3, pages 061-114, Central Bank of Chile.
    3. Chang-Tai Hsieh & Peter J. Klenow, 2010. "Development Accounting," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(1), pages 207-223, January.
    4. Aleksejs Melihovs & Gundars Davidsons, 2006. "The Role of Production Progress and Human Capital in the Economic Growth of Latvia," Working Papers 2006/03, Latvijas Banka.
    5. Bart van Ark & Mary O'Mahoney & Marcel P. Timmer, 2008. "The Productivity Gap between Europe and the United States: Trends and Causes," Journal of Economic Perspectives, American Economic Association, vol. 22(1), pages 25-44, Winter.
    6. Natalia Merkina, 2009. "Technological catch-up or resource rents?," International Economics and Economic Policy, Springer, vol. 6(1), pages 59-82, June.
    7. Jerzmanowski, Michal, 2007. "Total factor productivity differences: Appropriate technology vs. efficiency," European Economic Review, Elsevier, vol. 51(8), pages 2080-2110, November.
    8. Subodh Kumar & R. Robert Russell, 2002. "Technological Change, Technological Catch-up, and Capital Deepening: Relative Contributions to Growth and Convergence," American Economic Review, American Economic Association, vol. 92(3), pages 527-548, June.
    9. Peter J. Klenow & Andrés Rodríguez-Clare, 1997. "The Neoclassical Revival in Growth Economics: Has It Gone Too Far?," NBER Chapters, in: NBER Macroeconomics Annual 1997, Volume 12, pages 73-114, National Bureau of Economic Research, Inc.
    10. Aubhik Khan, 2009. "Accounting for cross-country differences in income per capita," Business Review, Federal Reserve Bank of Philadelphia, issue Q1, pages 11-18.
    11. Hazans, Mihails, 2005. "Unemployment and the earnings structure in Latvia," Policy Research Working Paper Series 3504, The World Bank.
    12. Nicholas Apergis & Ekaterini Panopoulou & Chris Tsoumas, 2010. "Old Wine in a New Bottle: Growth Convergence Dynamics in the EU," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 38(2), pages 169-181, June.
    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. Krasnopjorovs, Olegs, 2013. "Latvijas ekonomikas izaugsmi noteicošie faktori [Factors of Economic Growth in Latvia]," MPRA Paper 47550, University Library of Munich, Germany.
    2. Krasnopjorovs, Olegs, 2013. "Factors of Economic Growth in Latvia," MPRA Paper 45500, University Library of Munich, Germany.

    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. Krasnopjorovs, Olegs, 2013. "Latvijas ekonomikas izaugsmi noteicošie faktori [Factors of Economic Growth in Latvia]," MPRA Paper 47550, University Library of Munich, Germany.
    2. repec:agr:journl:v:4(621):y:2019:i:4(621):p:241-264 is not listed on IDEAS
    3. Growiec, Jakub, 2008. "Productivity differences across OECD countries, 1970–2000: the world technology frontier revisited," MPRA Paper 11605, University Library of Munich, Germany.
    4. Daniel Gallardo‐Albarrán & Robert Inklaar, 2021. "The Role Of Capital And Productivity In Accounting For Income Differences Since 1913," Journal of Economic Surveys, Wiley Blackwell, vol. 35(3), pages 952-974, July.
    5. Jakub Growiec, 2012. "The World Technology Frontier: What Can We Learn from the US States?-super-," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 74(6), pages 777-807, December.
    6. Danish Ahmed SIDDIQUI & Qazi Masood AHMED, 2019. "Exploring the role of institutions in cross country Malmquist productivity analysis: A two-stage double bootstrap DEA approach," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(4(621), W), pages 241-264, Winter.
    7. Jerzmanowski, Michal & Tamura, Robert, 2019. "Directed technological change & cross-country income differences: A quantitative analysis," Journal of Development Economics, Elsevier, vol. 141(C).
    8. Diego Comin & Bart Hobijn, 2010. "An Exploration of Technology Diffusion," American Economic Review, American Economic Association, vol. 100(5), pages 2031-2059, December.
    9. Crafts, Nicholas, 2010. "The contribution of new technology to economic growth: lessons from economic history," Revista de Historia Económica / Journal of Iberian and Latin American Economic History, Cambridge University Press, vol. 28(3), pages 409-440, December.
    10. Crafts, Nicholas & O’Rourke, Kevin Hjortshøj, 2014. "Twentieth Century Growth*This research has received funding from the European Research Council under the European Union’s Seventh Framework Programme (FP7/2007-2013) / ERC grant agreement no. 249546.," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 6, pages 263-346, Elsevier.
    11. Jakub Growiec, 2013. "On the measurement of technological progress across countries," Bank i Kredyt, Narodowy Bank Polski, vol. 44(5), pages 467-504.
    12. Danish Ahmed SIDDIQUI & Qazi Masood AHMED, 2019. "Are institutions a crucial determinant of cross country economic efficiency? A two-stage double bootstrap data envelopment analysis," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(1(618), S), pages 89-114, Spring.
    13. Areendam Chanda & Beatrice Farkas, 2012. "Appropriate Technology, Human Capital and Development Accounting," Departmental Working Papers 2012-03, Department of Economics, Louisiana State University.
    14. Ferraro, Domenico, 2017. "Volatility and slow technology diffusion," European Economic Review, Elsevier, vol. 96(C), pages 18-37.
    15. Nin-Prat, Alejandro & Falconi, Cesar & Ludena, Carlos & Martel, Pedro, 2015. "Productivity and the Performance of Agriculture in Latin America and the Caribbean: From the Lost Decade to the Commodity Boom," 2015 Conference, August 9-14, 2015, Milan, Italy 211725, International Association of Agricultural Economists.
    16. repec:agr:journl:v:1(618):y:2019:i:1(618):p:89-114 is not listed on IDEAS
    17. Markus Eberhardt & Francis Teal, 2010. "Aggregation versus Heterogeneity in Cross-Country Growth Empirics," CSAE Working Paper Series 2010-32, Centre for the Study of African Economies, University of Oxford.
    18. Jens J. Krüger, 2017. "Revisiting the world technology frontier: a directional distance function approach," Journal of Economic Growth, Springer, vol. 22(1), pages 67-95, March.
    19. López-Pueyo, Carmen & Mancebón, María-Jesús, 2010. "Innovation, accumulation and assimilation: Three sources of productivity growth in ICT industries," Journal of Policy Modeling, Elsevier, vol. 32(2), pages 268-285, March.
    20. Magalhães, Manuela & Afonso, Óscar, 2017. "A multi-sector growth model with technology diffusion and networks," Research Policy, Elsevier, vol. 46(7), pages 1340-1359.
    21. Michele Battisti & Massimo Del Gatto & Christopher F. Parmeter, 2018. "Labor productivity growth: disentangling technology and capital accumulation," Journal of Economic Growth, Springer, vol. 23(1), pages 111-143, March.
    22. Diego A. Comin & Marti Mestieri, 2010. "The Intensive Margin of Technology Adoption," Harvard Business School Working Papers 11-026, Harvard Business School.

    More about this item

    Keywords

    growth accounting; development accounting; Data Envelopment Analysis; efficiency; appropriate technology; total factor productivity;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • E22 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Investment; Capital; Intangible Capital; Capacity
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • Q32 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Nonrenewable Resources and Conservation - - - Exhaustible Resources and Economic Development

    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:pra:mprapa:47583. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.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.