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Mathematical Models for Forecasting Unstable Economic Processes in the Eurozone

Author

Listed:
  • Askar Akaev

    (Institute of Complex Systems Mathematical Research, Moscow State University, Leninskie Gory 1, Moscow 119234, Russia)

  • Alexander Zvyagintsev

    (Mikhailovskaya Military Artillery Academy, Ulitsa Komsomola 22, St. Petersburg 195009, Russia)

  • Tessaleno Devezas

    (Engineering Department, Atlantica Universitary Institute, Fábrica da Pólvora de Barcarena, 2730-036 Barcarena, Portugal)

  • Askar Sarygulov

    (Center for Interdisciplinary Research and Education on Technological and Economic Problems of Energy Transition (CIRETEC-CT), Peter the Great St. Petersburg Polytechnic University, Ulitsa Politechnicheskaya 29, St. Petersburg 195251, Russia)

  • Andrea Tick

    (Keleti Károly Faculty of Business and Management, Obuda University, 1084 Budapest, Hungary)

Abstract

In an unstable economic climate, all market participants want to know is when is the timing to overcome a recession, and what measures and means to use for economic recovery. In this regard, the process through which the Eurozone economy has gained momentum since the summer of 2022 has been a volatile one. This was reflected in a sharp rise in the price level, followed by a sharp rise in the ECB interest rates. The purpose of this paper is to provide short-term forecasts of the main parameters of monetary and fiscal policy by the euro area monetary authorities, based on a model developed by the authors. The distinctive feature of the presented and proposed model lies in the particularly careful selection of the parameter values based on actual statistical data. The statistics used for the proposed model cover the period from 2015 to December 2022. The simulation results show that the European Central Bank (ECB) needs to maintain a policy of high interest rates for a period of 12 to 14 months, which will help to bring inflation down to 2–3 percent in the future and move to a stage and phase of sustainable economic growth.

Suggested Citation

  • Askar Akaev & Alexander Zvyagintsev & Tessaleno Devezas & Askar Sarygulov & Andrea Tick, 2023. "Mathematical Models for Forecasting Unstable Economic Processes in the Eurozone," Mathematics, MDPI, vol. 11(21), pages 1-14, November.
    • Handle: RePEc:gam:jmathe:v:11:y:2023:i:21:p:4544-:d:1273916
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    References listed on IDEAS

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    1. Ms. Wenjie Chen & Mr. Mico Mrkaic & Mr. Malhar S Nabar, 2019. "The Global Economic Recovery 10 Years After the 2008 Financial Crisis," IMF Working Papers 2019/083, International Monetary Fund.
    2. EKINCI, Ramazan & TUZUN,Osman & CEYLAN, Fatih, 2020. "The Relationship Between Inflation And Economic Growth: Experiences Of Some Inflation Targeting Countries," Studii Financiare (Financial Studies), Centre of Financial and Monetary Research "Victor Slavescu", vol. 24(1), pages 6-20, March.
    3. Fischer, Stanley, 1993. "The role of macroeconomic factors in growth," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 485-512, December.
    4. Stephanie Kremer & Alexander Bick & Dieter Nautz, 2013. "Inflation and growth: new evidence from a dynamic panel threshold analysis," Empirical Economics, Springer, vol. 44(2), pages 861-878, April.
    5. Takatoshi Ito & Kiyotaka Sato, 2008. "Exchange Rate Changes and Inflation in Post-Crisis Asian Economies: Vector Autoregression Analysis of the Exchange Rate Pass-Through," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(7), pages 1407-1438, October.
    6. A. A. Akaev & N. S. Ziyadullaev & A. I. Sarygulov & V. N. Sokolov, 2016. "Medium-term forecast of the dynamics of the development of the Russian economy," Studies on Russian Economic Development, Springer, vol. 27(5), pages 510-517, September.
    7. A. A. Akaev & N. S. Ziyadullaev & A. I. Sarygulov & V. N. Sokolov, 2017. "A predictive model of economic dynamics during stagflation taking into account the volatility of the national currency," Studies on Russian Economic Development, Springer, vol. 28(3), pages 266-270, May.
    8. Bruno, Michael & Easterly, William, 1998. "Inflation crises and long-run growth," Journal of Monetary Economics, Elsevier, vol. 41(1), pages 3-26, February.
    9. Hyman P. Minsky, 1992. "The Financial Instability Hypothesis," Economics Working Paper Archive wp_74, Levy Economics Institute.
    10. Michael Bruno & Stanley Fischer, 1990. "Seigniorage, Operating Rules, and the High Inflation Trap," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(2), pages 353-374.
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