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Modelling of the Influence of Regional Determinants on Export Diversification in Russia

Author

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  • Rogneda I. Vasilyeva
  • Valentin A. Voitenkov
  • Alina R. Urazbaeva

Abstract

The dependence of Russian exports on hydrocarbon products negatively affects the country's economy due to the high volatility of oil and gas prices. The purpose of the study is to assess the degree of export diversification of Russia's regions and to determine the main determinants of export diversification. The hypothesis of the study is that in order to increase the number of exporters and the volume of international trade, the regions of Russia need to balance the structure of exports and actively develop small and medium-sized businesses. To identify regional determinants of export diversification in Russia, we use panel data for 83 entities of the Russian Federation for the period from 2001 to 2019. Within the analysis, we calculate the indicator of export diversification at the regional level using the Herfindahl and Theil indices and implement the quantile regression approach, which allows us to solve the heteroscedasticity problem and identify regions with high, medium, and low levels of export diversification. The study considers such regional characteristics as small and medium-sized businesses, the index of business potential and risk, the region's openness to international trade, the natural resources endowment, and also take into account the impact of sanctions imposed against Russia. The results of the study show that regions with the lowest level of export diversification have more opportunities to reduce the export concentration. The most significant factor contributing to export diversification is the number of small and medium enterprises in the region. At the same time, the analysis revealed that the vast majority of regional characteristics increase export concentration, for example, the extraction of natural resources, the import of technologies, the indicator of openness, risk and potential of companies. The results obtained complement the existing literature on export diversification in Russia and can be used to develop recommendations for improving government policy in terms of the reduction of oil and gas share in the overall exports structure.

Suggested Citation

  • Rogneda I. Vasilyeva & Valentin A. Voitenkov & Alina R. Urazbaeva, 2022. "Modelling of the Influence of Regional Determinants on Export Diversification in Russia," Journal of Applied Economic Research, Graduate School of Economics and Management, Ural Federal University, vol. 21(1), pages 79-100.
    • Handle: RePEc:aiy:jnjaer:v:21:y:2022:i:1:p:79-100
    DOI: http://dx.doi.org/10.15826/vestnik.2022.21.1.004
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    1. Felbermayr, Gabriel & Kirilakha, Aleksandra & Syropoulos, Constantinos & Yalcin, Erdal & Yotov, Yoto V., 2020. "The global sanctions data base," European Economic Review, Elsevier, vol. 129(C).
    2. Sutyrin, Sergey & Sherov, Vladimir, 2005. "Russian Regions and Their Foreign Trade," Discussion Papers 995, The Research Institute of the Finnish Economy.
    3. Dierk Herzer & Nowak-Lehnmann Felicitas, 2006. "What does export diversification do for growth? An econometric analysis," Applied Economics, Taylor & Francis Journals, vol. 38(15), pages 1825-1838.
    4. Andrea Fracasso & Giuseppe Vittucci Marzetti, 2018. "Estimating dynamic localization economies: the inadvertent success of the specialization index and the location quotient," Regional Studies, Taylor & Francis Journals, vol. 52(1), pages 119-132, January.
    5. Michel Beine & Serge Coulombe, 2007. "Economic integration and the diversification of regional exports: evidence from the Canadian--U.S. Free Trade Agreement," Journal of Economic Geography, Oxford University Press, vol. 7(1), pages 93-111, January.
    6. Golub, Stephen S & Hsieh, Chang-Tai, 2000. "Classical Ricardian Theory of Comparative Advantage Revisited," Review of International Economics, Wiley Blackwell, vol. 8(2), pages 221-234, May.
    7. Amir Lebdioui, 2019. "Chile's Export Diversification since 1960: A Free Market Miracle or Mirage?," Development and Change, International Institute of Social Studies, vol. 50(6), pages 1624-1663, November.
    8. Agosin, Manuel R., 2008. "Export diversification and growth in emerging economies," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), August.
    9. Arnaud Costinot & Dave Donaldson, 2012. "Ricardo's Theory of Comparative Advantage: Old Idea, New Evidence," American Economic Review, American Economic Association, vol. 102(3), pages 453-458, May.
    10. Balashova, Svetlana & Serletis, Apostolos, 2020. "Oil prices shocks and the Russian economy," The Journal of Economic Asymmetries, Elsevier, vol. 21(C).
    11. Stephen S. Golub & Chang‐Tai Hsieh, 2000. "Classical Ricardian Theory of Comparative Advantage Revisited," Review of International Economics, Wiley Blackwell, vol. 8(2), pages 221-234, May.
    12. Rahul Giri & Mr. Saad N Quayyum & Rujun Yin, 2019. "Understanding Export Diversification: Key Drivers and Policy Implications," IMF Working Papers 2019/105, International Monetary Fund.
    13. Marianne Matthee & Wim Naudé, 2007. "Export Diversity and Regional Growth: Empirical Evidence from South Africa," WIDER Working Paper Series RP2007-11, World Institute for Development Economic Research (UNU-WIDER).
    14. Sèna Kimm Gnangnon, 2021. "Manufacturing Exports and Services Export Diversification," The International Trade Journal, Taylor & Francis Journals, vol. 35(3), pages 221-242, May.
    15. Sergey Kadochnikov & Anna Fedyunina, 2013. "Export diversification in the product space and regional growth: Evidence from Russia," Papers in Evolutionary Economic Geography (PEEG) 1327, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Dec 2013.
    16. Nieminen, Mika, 2020. "Multidimensional financial development, exporter behavior and export diversification," Economic Modelling, Elsevier, vol. 93(C), pages 1-12.
    17. Adam B. ELHIRAIKA & Michael M. MBATE, 2014. "Assessing the Determinants of Export Diversification in Africa," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 14(1), pages 147-160.
    18. Allen Dennis & Ben Shepherd, 2011. "Trade Facilitation and Export Diversification," The World Economy, Wiley Blackwell, vol. 34(1), pages 101-122, January.
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    Cited by:

    1. Mohammed Shakib, 2023. "Innovation-Export Diversification Nexus in Russian Regions: Does Trade Globalization, Business Potential and Geopolitics Matter?," Journal of Applied Economic Research, Graduate School of Economics and Management, Ural Federal University, vol. 22(4), pages 932-974.

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    More about this item

    Keywords

    export diversification; export concentration; Russian regions; quantile regression; small and medium enterprises; natural resources endowment.;
    All these keywords.

    JEL classification:

    • F14 - International Economics - - Trade - - - Empirical Studies of Trade

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