IDEAS home Printed from https://ideas.repec.org/a/aiy/jnjaer/v21y2022i1p79-100.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://journalaer.ru//fileadmin/user_upload/site_15934/2022/04_Vasileva_Voitenko_Urazbaeva.pdf
    Download Restriction: no

    File URL: https://libkey.io/http://dx.doi.org/10.15826/vestnik.2022.21.1.004?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Sutyrin, Sergey & Sherov, Vladimir, 2005. "Russian Regions and Their Foreign Trade," Discussion Papers 995, The Research Institute of the Finnish Economy.
    2. 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.
    3. 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.
    4. Balashova, Svetlana & Serletis, Apostolos, 2020. "Oil prices shocks and the Russian economy," The Journal of Economic Asymmetries, Elsevier, vol. 21(C).
    5. Felbermayr, Gabriel & Kirilakha, Aleksandra & Syropoulos, Constantinos & Yalcin, Erdal & Yotov, Yoto V., 2020. "The global sanctions data base," European Economic Review, Elsevier, vol. 129(C).
    6. Sèna Kimm Gnangnon, 2021. "Manufacturing Exports and Services Export Diversification," The International Trade Journal, Taylor & Francis Journals, vol. 35(3), pages 221-242, May.
    7. 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.
    8. Nieminen, Mika, 2020. "Multidimensional financial development, exporter behavior and export diversification," Economic Modelling, Elsevier, vol. 93(C), pages 1-12.
    9. Allen Dennis & Ben Shepherd, 2011. "Trade Facilitation and Export Diversification," The World Economy, Wiley Blackwell, vol. 34(1), pages 101-122, January.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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).
    18. 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.
    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. 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.

    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. Olivier Cadot & Jaime de Melo & Patrick Plane & Laurent Wagner & Martha Tesfaye Woldemichael, 2016. "Industrialisation et transformation structurelle : l’Afrique subsaharienne peut-elle se développer sans usines ?," Revue d’économie du développement, De Boeck Université, vol. 24(2), pages 19-49.
    2. William R Kerr, 2018. "Heterogeneous Technology Diffusion and Ricardian Trade Patterns," The World Bank Economic Review, World Bank Group, vol. 32(1), pages 163-182.
    3. Peñaranda Molina, Diego Andrés, 2021. "Determinantes de la diversificación de exportaciones en Sudamérica: un análisis con datos de panel," Documentos de trabajo 3/2021, Instituto de Investigaciones Socio-Económicas (IISEC), Universidad Católica Boliviana.
    4. Wenni Lei & Yuwei Luo, 2022. "Institutions Rule in Export Diversity," Sustainability, MDPI, vol. 14(18), pages 1-14, September.
    5. Olivier CADOT & Jaime de MELO & Patrick PLANE & Laurent WAGNER & Martha TESFAYE WOLDEMICHAEL, 2017. "L’Afrique subsaharienne peut-elle se développer sans usines ?," Working Paper 084c8bee-b301-4412-8ca4-c, Agence française de développement.
    6. Carlos A. Carrasco & Edgar Demetrio Tovar-García, 2021. "Trade and growth in developing countries: the role of export composition, import composition and export diversification," Economic Change and Restructuring, Springer, vol. 54(4), pages 919-941, November.
    7. Cieślik, Andrzej & Parteka, Aleksandra, 2021. "Relative Productivity, Country Size and Export Diversification," Structural Change and Economic Dynamics, Elsevier, vol. 57(C), pages 28-44.
    8. Arip, Mohammad Affendy & Yee, Lau Sim & Abdul Karim, Bakri, 2010. "Export Diversification and Economic Growth in Malaysia," MPRA Paper 20588, University Library of Munich, Germany.
    9. Ahmet Faruk Aysan & Yavuz Selim Hacihasanoglu, 2007. "Investigation on the Determinants of Turkish Export-Boom in 2000s," Working Papers 2007/19, Bogazici University, Department of Economics.
    10. Hülya Saygılı, 2010. "Sectoral exports dynamics of Turkey: a panel co-integration analysis," Empirical Economics, Springer, vol. 38(2), pages 373-384, April.
    11. Diagne, Mandiaye & Abele, Steffen & Diagne, Aliou & Seck, Papa Abdoulaye, 2012. "Agricultural trade for food security in Africa: A Ricardian model approach," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 123842, International Association of Agricultural Economists.
    12. Oleksandr Popov & Sergiy Melnikov & Oleksandr Skachkov & Vasiliy Lyba, 2022. "Assessment of the Level of Economies' Foreign Trade Diversification," Contemporary Economics, University of Economics and Human Sciences in Warsaw., vol. 16(3), September.
    13. Harald Fadinger & Pablo Fleiss, 2011. "Trade and Sectoral Productivity," Economic Journal, Royal Economic Society, vol. 121(555), pages 958-989, September.
    14. Julian di Giovanni & Andrei A. Levchenko, 2012. "The Risk Content of Exports: A Portfolio View of International Trade," NBER International Seminar on Macroeconomics, University of Chicago Press, vol. 8(1), pages 97-151.
    15. Ibrahim Alshomaly & Walid Shawaqfeh, 2020. "The Effect of Export Diversification on the Economic Growth of West-Asian Arab Countries," Journal of Social Sciences (COES&RJ-JSS), , vol. 9(2), pages 429-450, April.
    16. Sèna Kimm Gnangnon, 2021. "Development aid and services export diversification," International Journal of Economic Policy Studies, Springer, vol. 15(1), pages 125-156, February.
    17. Dr. Aranilyar C. Isukul & Dr. John J. Chizea & Dr. Ikechi Kelechi Agbugba, . "Economic Diversification in Nigeria: Lessons from other Countries of Africa," Journal of Economic and Sustainable Growth 3, Office Of The Chief Economist, Development Bank of Nigeria.
    18. Belmartino, Andrea & Calá, Carla Daniela, 2020. "A regional approach to the study of industrial diversity in Argentina (1996–2012)," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), April.
    19. Evgeniy Kutsenko & Yaroslav Eferin, 2019. "“Whirlpools” and “Safe Harbors” in the Dynamics of Industrial Specialization in Russian Regions," Foresight and STI Governance (Foresight-Russia till No. 3/2015), National Research University Higher School of Economics, vol. 13(3), pages 24-40.
    20. Mora, Jesse & Olabisi, Michael, 2023. "Economic development and export diversification: The role of trade costs," International Economics, Elsevier, vol. 173(C), pages 102-118.

    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

    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:aiy:jnjaer:v:21:y:2022:i:1:p:79-100. 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: Natalia Starodubets (email available below). General contact details of provider: https://edirc.repec.org/data/seurfru.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.