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Shallow determinants of growth of Polish regions. Empirical analysis with panel data methods

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  • Tomasz Brodzicki

    (University of Gdansk)

Abstract

We derive and then estimate an augmented neoclassical growth model to identify major shallow determinants of growth of Polish NUTS-2 regions and the existence of macroeconomic education and infrastructure-related externalities. The empirical model for 16 NUTS-2 regions over the period 1999–2009 is estimated with various panel data techniques. The simple model explains around 90 per cent of variation in real GDP per capita. Most of results are in line with theoretical predictions. Overall, the return to accumulation of human capital through education and experience for Polish regions is statistically significant, robust and positive. The magnitude of the impact is higher for experience. The macroeconomic infrastructure externality is positive however statistically insignificant. When we separate the impact of quality of roads (iqm) and railway (iqr), only the second term seems to have a statistically significant effect on the dependent variable. Taken at face value, this result could have significant policy implications. Overriding priority should be given to fostering further accumulation of human capital over investments in the transport infrastructure or at least more emphasis should be placed on complementarity between the two.

Suggested Citation

  • Tomasz Brodzicki, 2015. "Shallow determinants of growth of Polish regions. Empirical analysis with panel data methods," Collegium of Economic Analysis Annals, Warsaw School of Economics, Collegium of Economic Analysis, issue 39, pages 25-40.
  • Handle: RePEc:sgh:annals:i:39:y:2015:p:25-40
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    1. Philippe Aghion & Diego Comin & Peter Howitt & Isabel Tecu, 2016. "When Does Domestic Savings Matter for Economic Growth?," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 64(3), pages 381-407, August.
    2. Daron Acemoglu & Simon Johnson & James A. Robinson, 2001. "The Colonial Origins of Comparative Development: An Empirical Investigation," American Economic Review, American Economic Association, vol. 91(5), pages 1369-1401, December.
    3. Carstensen Kai & Hartmann Susanne & Gundlach Erich, 2009. "The Augmented Solow Model with Mincerian Schooling and Externalities," German Economic Review, De Gruyter, vol. 10(4), pages 448-463, December.
    4. 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.
    5. 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.
    6. Stephane Straub, 2011. "Infrastructure and Development: A Critical Appraisal of the Macro-level Literature," Journal of Development Studies, Taylor & Francis Journals, vol. 47(5), pages 683-708.
    7. Kai Carstensen & Erich Gundlach & Susanne Hartmann, 2009. "The Augmented Solow Model with Mincerian Schooling and Externalities," German Economic Review, Verein für Socialpolitik, vol. 10(4), pages 448-463, November.
    8. I.P. Ottaviano, Gianmarco, 2008. "Infrastructure and economic geography: An overview of theory and evidence," EIB Papers 6/2008, European Investment Bank, Economics Department.
    9. Philippe Aghion & Peter Howitt, 2009. "The Economics of Growth," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262012634, December.
    10. -, 2009. "Economic growth in the Caribbean," Sede Subregional de la CEPAL para el Caribe (Estudios e Investigaciones) 38668, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    11. Tomasz Brodzicki, 2012. "Augmented Solow Model with Mincerian Education and Transport Infrastructure Externalities," Czech Economic Review, Charles University Prague, Faculty of Social Sciences, Institute of Economic Studies, vol. 6(2), pages 155-170, July.
    12. T. W. Swan, 1956. "ECONOMIC GROWTH and CAPITAL ACCUMULATION," The Economic Record, The Economic Society of Australia, vol. 32(2), pages 334-361, November.
    13. Dorota Ciolek & Tomasz Brodzicki, 2015. "Determinants of total factor productivity of Polish districts. The impact of territorial capital," Working Papers 1501, Instytut Rozwoju, Institute for Development.
    14. Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
    15. Walter Nonneman & Patrick Vanhoudt, 1996. "A Further Augmentation of the Solow Model and the Empirics of Economic Growth for OECD Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 943-953.
    16. Crescenzi, Riccardo & Rodríguez-Pose, Andrés, 2008. "Infrastructure endowment and investment as determinants of regional growth in the European Union," LSE Research Online Documents on Economics 23323, London School of Economics and Political Science, LSE Library.
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    Cited by:

    1. Dorota Ciołek & Tomasz Brodzicki, 2016. "Determinanty produktywności polskich powiatów," Bank i Kredyt, Narodowy Bank Polski, vol. 47(5), pages 463-494.
    2. repec:nbp:nbpbik:v:47:y:2016:i:6:p:463-494 is not listed on IDEAS
    3. Tomasz Brodzicki, 2017. "The Role of Openness in Regional Economic Growth. The Case of Polish and Spanish NUTS-2 Regions," Collegium of Economic Analysis Annals, Warsaw School of Economics, Collegium of Economic Analysis, issue 47, pages 43-64.

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    More about this item

    Keywords

    regional development; economic growth; panel data analysis;
    All these keywords.

    JEL classification:

    • O41 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - One, Two, and Multisector Growth Models
    • R10 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models

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