IDEAS home Printed from https://ideas.repec.org/p/zbw/hohpro/382012.html
   My bibliography  Save this paper

Empirical analysis of regional economic performance in Russia: Human capital perspective

Author

Listed:
  • Kufenko, Vadim

Abstract

Having shown the important role of the Russian economy in the ex-USSR region by causality tests, we proceed to empirical analysis of growth and performance of the Russian regions. A dynamic panel data approach enabled us to obtain elasticity coefficients on proxies for convergence, physical capital, labour and innovation. After including human capital in the reformulated model we resolve endogeneity and reverse causality by introducing two instrumental variable approaches. Taking advantage of the Unified State Exam data we managed to successfully endogenize human capital by number (and share) of outperforming students and by the education index. The second approach helped to improve causality between instruments and human capital: the dates of first university foundation and distance to Moscow successfully explains human capital variations due to historical and spatial characteristics of a given region.

Suggested Citation

  • Kufenko, Vadim, 2012. "Empirical analysis of regional economic performance in Russia: Human capital perspective," Violette Reihe: Schriftenreihe des Promotionsschwerpunkts "Globalisierung und Beschäftigung" 38/2012, University of Hohenheim, Carl von Ossietzky University Oldenburg, Evangelisches Studienwerk.
    • Handle: RePEc:zbw:hohpro:382012
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/66494/1/728798204.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Philippe Aghion & Peter Howitt, 2009. "The Economics of Growth," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262012634, April.
    2. A.V.Koritzky, 2007. "Human capital: assessing its impact on incomes of the population in Russian regions," Journal "Region: Economics and Sociology", Institute of Economics and Industrial Engineering of Siberian Branch of RAS, vol. 4.
    3. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    4. Stephen Bond & Anke Hoeffler, 2001. "GMM Estimation of Empirical Growth Models," Economics Series Working Papers 2001-W21, University of Oxford, Department of Economics.
    5. A.V.Koritzky, 2007. "Human capital: assessing its impact on incomes of the population in Russian regions," Journal "Region: Economics and Sociology", Institute of Economics and Industrial Engineering of Siberian Branch of RAS, vol. 5.
    6. Serge Coulombe & Jean‐François Tremblay, 2001. "Human capital and regional convergence in Canada," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 28(3), pages 154-180, June.
    7. Sala-i-Martin, Xavier X., 1996. "Regional cohesion: Evidence and theories of regional growth and convergence," European Economic Review, Elsevier, vol. 40(6), pages 1325-1352, June.
    8. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    9. Bowsher, Clive G., 2002. "On testing overidentifying restrictions in dynamic panel data models," Economics Letters, Elsevier, vol. 77(2), pages 211-220, October.
    10. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    11. Spahn, Heinz-Peter, 1998. "Heterogeneous labour, the unemployment equilibrium, and the natural rate," Violette Reihe: Schriftenreihe des Promotionsschwerpunkts "Globalisierung und Beschäftigung" 2/1998, University of Hohenheim, Carl von Ossietzky University Oldenburg, Evangelisches Studienwerk.
    12. Stephen Bond & Anke Hoeffler & Jonathan Temple, 2001. "GMM Estimation of Empirical Growth Models," Economics Papers 2001-W21, Economics Group, Nuffield College, University of Oxford.
    13. Arestis, Philip & Biefang-Frisancho Mariscal, Iris & Hagemann, Harald, 1998. "Capital shortage unemployment in Germany and the UK," Violette Reihe: Schriftenreihe des Promotionsschwerpunkts "Globalisierung und Beschäftigung" 3/1998, University of Hohenheim, Carl von Ossietzky University Oldenburg, Evangelisches Studienwerk.
    14. Catarina Cardoso & Eric J. Pentecost, 2011. "Regional Growth and Convergence: The Role of Human Capital in the Portuguese Regions," Discussion Paper Series 2011_03, Department of Economics, Loughborough University, revised Sep 2011.
    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. Hagemann, Harald & Kufenko, Vadim, 2014. "The political Kuznets curve for Russia: Income inequality, rent seeking regional elites and empirical determinants of protests during 2011/2012," Violette Reihe: Schriftenreihe des Promotionsschwerpunkts "Globalisierung und Beschäftigung" 39/2013, University of Hohenheim, Carl von Ossietzky University Oldenburg, Evangelisches Studienwerk.

    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. Schündeln, Matthias & Playforth, John, 2014. "Private versus social returns to human capital: Education and economic growth in India," European Economic Review, Elsevier, vol. 66(C), pages 266-283.
    2. Tobias Hagen & Philipp Mohl, 2011. "Econometric Evaluation of EU Cohesion Policy: A Survey," Chapters, in: Miroslav N. Jovanović (ed.), International Handbook on the Economics of Integration, Volume III, chapter 16, Edward Elgar Publishing.
    3. James B. Ang & Jakob B. Madsen, 2012. "Risk capital, private credit, and innovative production," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 45(4), pages 1608-1639, November.
    4. Sauquet, Alexandre & Lecocq, Franck & Delacote, Philippe & Caurla, Sylvain & Barkaoui, Ahmed & Garcia, Serge, 2011. "Estimating Armington elasticities for sawnwood and application to the French Forest Sector Model," Resource and Energy Economics, Elsevier, vol. 33(4), pages 771-781.
    5. Sèna Kimm Gnangnon, 2022. "Financial development and tax revenue in developing countries: investigating the international trade channel," SN Business & Economics, Springer, vol. 2(1), pages 1-26, January.
    6. Marcelo Soto, 2006. "The Causal Effect of Education on Aggregate Income," Working Papers 0605, International Economics Institute, University of Valencia.
    7. Zhai, Zhe & Ghosal, Vivek, 2022. "Internationalization of innovation and firm performance in the pharmaceutical industry," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 882-905.
    8. Salvatore Capasso & Maria Rosario Carillo & Rita De Siano, 2012. "Migration Flows, Structural Change And Growth Convergence: A Panel Data Analysis Of The Italian Regions," Manchester School, University of Manchester, vol. 80(4), pages 468-498, July.
    9. Benzaim, Samia & Ftiti, Zied & Khedhaouria, Anis & Djermane, Rebai, 2023. "US foreign investments: Technology transfer, relative backwardness, and the productivity growth of host countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 87(C), pages 275-295.
    10. Ayhan Kose, M. & Prasad, Eswar S. & Taylor, Ashley D., 2011. "Thresholds in the process of international financial integration," Journal of International Money and Finance, Elsevier, vol. 30(1), pages 147-179, February.
    11. Marcelo Soto, 2006. "Estimating the Social Return on Schooling," Papers of the Annual IUE-SUNY Cortland Conference in Economics, in: Oguz Esen & Ayla Ogus (ed.), Proceedings of the Conference on Human and Economic Resources, pages 43-65, Izmir University of Economics.
    12. Andrés Rodríguez-Pose & Marco Di Cataldo, 2015. "Quality of government and innovative performance in the regions of Europe," Journal of Economic Geography, Oxford University Press, vol. 15(4), pages 673-706.
    13. Davtyan Azat, 2014. "GMM Estimation and Shapiro-Francia Normality Test: A Case Study of CEE Economies," International Journal of Economic Sciences, Prague University of Economics and Business, vol. 2014(1), pages 12-26.
    14. Björn Alecke & Timo Mitze & Gerhard Untiedt, 2010. "Internal migration, regional labour market dynamics and implications for German East-West disparities: results from a Panel VAR," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 30(2), pages 159-189, September.
    15. Solomon, Edna Maeyen & van Klyton, Aaron, 2020. "The impact of digital technology usage on economic growth in Africa," Utilities Policy, Elsevier, vol. 67(C).
    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. Magrini, Stefano, 2004. "Regional (di)convergence," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 62, pages 2741-2796, Elsevier.
    18. Max Kohler & Stefan Sperlich & Jisu Yoon, 2019. "A Varying Coefficient Model for Assessing the Returns to Growth to Account for Poverty and Inequality," Papers 1903.02390, arXiv.org.
    19. Law, Siong Hook & Kutan, Ali M. & Naseem, N.A.M., 2018. "The role of institutions in finance curse: Evidence from international data," Journal of Comparative Economics, Elsevier, vol. 46(1), pages 174-191.
    20. Perugini, Cristiano & Hölscher, Jens & Collie, Simon, 2013. "Inequality, credit expansion and financial crises," MPRA Paper 51336, University Library of Munich, Germany.

    More about this item

    Keywords

    growth regressions; regional analysis; human capital; system GMM; instrumental variables;
    All these keywords.

    JEL classification:

    • C01 - Mathematical and Quantitative Methods - - General - - - Econometrics
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

    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:zbw:hohpro:382012. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/ivhohde.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.