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Energy Logistic Regression and Survival Model: Case Study of Russian Exports

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Listed:
  • Karel Malec

    (Department of Economics, Faculty of Economics and Management, Czech University of Life Sciences, 165 00 Prague, Czech Republic)

  • Socrates Kraido Majune

    (School of Economics, University of Nairobi, Nairobi 30197-00100, Kenya)

  • Elena Kuzmenko

    (Department of Economics, Faculty of Economics and Management, Czech University of Life Sciences, 165 00 Prague, Czech Republic)

  • Joseph Phiri

    (Department of Economics, Faculty of Economics and Management, Czech University of Life Sciences, 165 00 Prague, Czech Republic)

  • Rahab Liz Masese Nyamoita

    (School of Economics, University of Nairobi, Nairobi 30197-00100, Kenya)

  • Seth Nana Kwame Appiah-Kubi

    (Department of Economics, Faculty of Economics and Management, Czech University of Life Sciences, 165 00 Prague, Czech Republic)

  • Mansoor Maitah

    (Department of Economics, Faculty of Economics and Management, Czech University of Life Sciences, 165 00 Prague, Czech Republic)

  • Luboš Smutka

    (Department of Trade and Finance, Faculty of Economics and Management, Czech University of Life Sciences, 165 00 Prague, Czech Republic)

  • Zdeňka Gebeltová

    (Department of Economics, Faculty of Economics and Management, Czech University of Life Sciences, 165 00 Prague, Czech Republic)

  • Karel Tomšík

    (Department of Economics, Faculty of Economics and Management, Czech University of Life Sciences, 165 00 Prague, Czech Republic)

  • Sylvie Kobzev Kotásková

    (Department of Humanities, Faculty of Economics and Management, Czech University of Life Sciences, 165 00 Prague, Czech Republic)

  • Jiří Marušiak

    (Department of Economics, Faculty of Economics and Management, Czech University of Life Sciences, 165 00 Prague, Czech Republic)

Abstract

The importance of environmental sustainability is becoming more and more obvious, so the rationale behind long-term usage of solely non-renewable energy sources appeared questionable. This study aims to identify, using Kaplan-Meier survival analysis and logistic regressions, the main determinants that affect the duration of Russian non-renewable energy exports to different regions of the world. Data were retrieved from the databanks of the World Development Indicators (WDI), World Integrated Trade Solution (WITS), and the French Centre for Prospective studies and International Information (CEPII). The obtained results point to the fact that approximately 52% of energy products survive beyond their first year of trading, nearly 38% survive beyond the second year, and almost 18% survive to the twelfth year. The survival of Russian non-renewable energy exports differs depending on the region, and the affecting factors are of different importance. The duration of Russian non-renewable energy exports is significantly linked to Russia’s GDP, Total export, and Initial export values. A decline in Russia’s GDP by 1% is associated with an increasing probability of a spell ending by 2.9% on average, in turn growing Total export and Initial export values positively linked with the duration of non-renewable energy exports from Russia. These findings may have practical relevance for strategic actions aimed at approaching both energy security and environmental sustainability.

Suggested Citation

  • Karel Malec & Socrates Kraido Majune & Elena Kuzmenko & Joseph Phiri & Rahab Liz Masese Nyamoita & Seth Nana Kwame Appiah-Kubi & Mansoor Maitah & Luboš Smutka & Zdeňka Gebeltová & Karel Tomšík & Sylvi, 2023. "Energy Logistic Regression and Survival Model: Case Study of Russian Exports," IJERPH, MDPI, vol. 20(1), pages 1-14, January.
  • Handle: RePEc:gam:jijerp:v:20:y:2023:i:1:p:885-:d:1024140
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    References listed on IDEAS

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    1. Besedes, Tibor & Prusa, Thomas J., 2006. "Product differentiation and duration of US import trade," Journal of International Economics, Elsevier, vol. 70(2), pages 339-358, December.
    2. Paul Brenton & Olivier Cadot & Martha Denisse Pierola, 2012. "Pathways to African Export Sustainability," World Bank Publications - Books, The World Bank Group, number 9380, December.
    3. Tibor Besedeš & Thomas J. Prusa, 2006. "Ins, outs, and the duration of trade," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 39(1), pages 266-295, February.
    4. Paul Brenton & Christian Saborowski & Erik von Uexkull, 2014. "What Explains the Low Survival Rate of Developing Country Export Flows?," World Scientific Book Chapters, in: INTERNATIONAL TRADE, DISTRIBUTION AND DEVELOPMENT Empirical Studies of Trade Policies, chapter 17, pages 347-372, World Scientific Publishing Co. Pte. Ltd..
    5. Dreyer, Heiko & Anders, Sven M., 2014. "Experience matters - trade duration and survival of coffee exports," 2014 International Congress, August 26-29, 2014, Ljubljana, Slovenia 182758, European Association of Agricultural Economists.
    6. Andrea Beltramello & Koen De Backer & Laurent Moussiegt, 2012. "The Export Performance of Countries within Global Value Chains (GVCs)," OECD Science, Technology and Industry Working Papers 2012/2, OECD Publishing.
    7. Rauch, James E. & Watson, Joel, 2003. "Starting small in an unfamiliar environment," International Journal of Industrial Organization, Elsevier, vol. 21(7), pages 1021-1042, September.
    8. Joseph Phiri & Karel Malec & Socrates Kraido Majune & Seth Nana Kwame Appiah-Kubi & Zdeňka Gebeltová & Sylvie Kobzev Kotásková & Mansoor Maitah & Kamil Maitah & Patricia Naluwooza, 2021. "Durability of Zambia’s Agricultural Exports," Agriculture, MDPI, vol. 11(1), pages 1-14, January.
    9. Raymond Vernon, 1966. "International Investment and International Trade in the Product Cycle," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 80(2), pages 190-207.
    10. Albornoz, Facundo & Fanelli, Sebastián & Hallak, Juan Carlos, 2016. "Survival in export markets," Journal of International Economics, Elsevier, vol. 102(C), pages 262-281.
    11. Andrew B. Bernard & Stephen J. Redding & Peter K. Schott, 2010. "Multiple-Product Firms and Product Switching," American Economic Review, American Economic Association, vol. 100(1), pages 70-97, March.
    12. Dahai Fu & Yanrui Wu, 2014. "Export survival pattern and its determinants: an empirical study of Chinese manufacturing firms," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 28(1), pages 161-177, May.
    13. Wolfgang Hess & Maria Persson, 2012. "The duration of trade revisited," Empirical Economics, Springer, vol. 43(3), pages 1083-1107, December.
    14. Majune Kraido Socrates & Eliud Moyi & Kamau Gathiaka, 2020. "Explaining Export Duration in Kenya," South African Journal of Economics, Economic Society of South Africa, vol. 88(2), pages 204-224, June.
    15. Aksana Yarashynskaya & Piotr Prus, 2022. "Smart Energy for a Smart City: A Review of Polish Urban Development Plans," Energies, MDPI, vol. 15(22), pages 1-13, November.
    16. Wang, Qizhen & Zhu, Yingming & Wang, Yudong, 2017. "The effects of oil shocks on export duration of China," Energy, Elsevier, vol. 125(C), pages 55-61.
    17. David Córcoles & Carmen Díaz-Mora & Rosario Gandoy, 2015. "Export Survival in Global Production Chains," The World Economy, Wiley Blackwell, vol. 38(10), pages 1526-1554, October.
    18. Roberto Álvarez & Hasan Faruq & Ricardo A. LÓPEZ, 2013. "Is Previous Export Experience Important for New Exports?," Journal of Development Studies, Taylor & Francis Journals, vol. 49(3), pages 426-441, March.
    19. Stirbat, Liviu & Record, Richard & Nghardsaysone, Konesawang, 2013. "Determinants of export survival in the Lao PDR," Policy Research Working Paper Series 6301, The World Bank.
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