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Measuring the impact of economic sanctions on the Russian economy using the synthetic control group method

Author

Listed:
  • Frants, Marina

    (Institute of Social and Economic Researches of the Ufa Federal Scientific Centre of Russian Academy of Sciences, Ufa, Russian Federation;)

Abstract

The research deals with the synthetic control group method application to assess the causal effect of economic sanctions on the Russian economy. The analysis of SCG method assumptions to the problem allowed us to establish that the most problematic issue is comparison group formation. We use the source data from the World Development Indicators database. GDP by PPP per capita was an outcome variable. The application of the method to assessing the impact of sanctions pressure shows that it is possible to select the weights in such a way as to ensure good closeness of the indicators of real and synthetic Russia in the pre-event period. Such states as Kazakhstan, Argentina, Brazil, and the USA were most in demand for the formation of a synthetic Russia, . However, the estimates are unstable to changes in the set of countries used to form the synthetic control.

Suggested Citation

  • Frants, Marina, 2024. "Measuring the impact of economic sanctions on the Russian economy using the synthetic control group method," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 74, pages 104-123.
  • Handle: RePEc:ris:apltrx:0499
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    References listed on IDEAS

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    1. Bělín, Matěj & Hanousek, Jan, 2021. "Which sanctions matter? analysis of the EU/russian sanctions of 2014," Journal of Comparative Economics, Elsevier, vol. 49(1), pages 244-257.
    2. Alberto Abadie & Alexis Diamond & Jens Hainmueller, 2015. "Comparative Politics and the Synthetic Control Method," American Journal of Political Science, John Wiley & Sons, vol. 59(2), pages 495-510, February.
    3. Alberto Abadie & Javier Gardeazabal, 2003. "The Economic Costs of Conflict: A Case Study of the Basque Country," American Economic Review, American Economic Association, vol. 93(1), pages 113-132, March.
    4. Eduardo Cavallo & Sebastian Galiani & Ilan Noy & Juan Pantano, 2013. "Catastrophic Natural Disasters and Economic Growth," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1549-1561, December.
    5. Dario Laudati & M. Hashem Pesaran, 2023. "Identifying the effects of sanctions on the Iranian economy using newspaper coverage," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 38(3), pages 271-294, April.
    6. Gary Clyde Hufbauer & Jeffrey J. Schott & Kimberly Ann Elliott, 2008. "Economic Sanctions Reconsidered 3rd edition (hardcover + CD)," Peterson Institute Press: All Books, Peterson Institute for International Economics, number 4082.
    7. repec:zbw:bofitp:2019_013 is not listed on IDEAS
    8. repec:zbw:bofitp:2019_024 is not listed on IDEAS
    9. Susan Athey & Guido W. Imbens, 2017. "The State of Applied Econometrics: Causality and Policy Evaluation," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 3-32, Spring.
    10. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2011. "Synth: An R Package for Synthetic Control Methods in Comparative Case Studies," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 42(i13).
    11. Barseghyan, Gayane, 2019. "Sanctions and counter-sanctions: What did they do?," BOFIT Discussion Papers 24/2019, Bank of Finland Institute for Emerging Economies (BOFIT).
    12. Pestova, Anna & Mamonov, Mikhail, 2019. "Should we care? The economic effects of financial sanctions on the Russian economy," BOFIT Discussion Papers 13/2019, Bank of Finland Institute for Emerging Economies (BOFIT).
    13. Alberto Abadie, 2021. "Using Synthetic Controls: Feasibility, Data Requirements, and Methodological Aspects," Journal of Economic Literature, American Economic Association, vol. 59(2), pages 391-425, June.
    14. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    15. Gharehgozli, Orkideh, 2017. "An estimation of the economic cost of recent sanctions on Iran using the synthetic control method," Economics Letters, Elsevier, vol. 157(C), pages 141-144.
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    More about this item

    Keywords

    economic sanctions; synthetic control group method; uniformity principle; no interference principle.;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • F51 - International Economics - - International Relations, National Security, and International Political Economy - - - International Conflicts; Negotiations; Sanctions

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