IDEAS home Printed from https://ideas.repec.org/a/rjr/romjef/vy2022i2p29-43.html
   My bibliography  Save this article

Spillovers in the Presence of Financial Stress – An Application to Romania

Author

Listed:
  • Anca Mihaela COPACIU

    (Bucharest University of Economic Studies. Coressponding author)

  • Alexandra HOROBET

    (Bucharest University of Economic Studies.)

Abstract

The study investigates the behavior of macroeconomic variables for Romania using a Threshold Bayesian VAR model with the Country-Level Index of Financial Stress as a threshold variable. Over the 2002-2021 period, a number of ten periods of high financial stress are identified, with an average duration of 3.5 months related to either domestic, externally driven or global events. No significant assymmetries are found across regimes. However, the impact of shocks is larger, but less persistent, under the high stress regime. Interest rates should be used to stabilize output in recessions and inflation during normal times. Negative shocks on financial conditions lead to higher, less persistent, fall in output during high stress periods and increases in inflation with a resulting tradeoff in stabilizing them.

Suggested Citation

  • Anca Mihaela COPACIU & Alexandra HOROBET, 2022. "Spillovers in the Presence of Financial Stress – An Application to Romania," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 29-43, April.
  • Handle: RePEc:rjr:romjef:v::y:2022:i:2:p:29-43
    as

    Download full text from publisher

    File URL: https://www.ipe.ro/RePEc/rjef/rjef2_2022/rjef2_2022p29-43.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Vašíček, Bořek, 2012. "Is monetary policy in the new EU member states asymmetric?," Economic Systems, Elsevier, vol. 36(2), pages 235-263.
    2. van Roye, Björn, 2011. "Financial stress and economic activity in Germany and the Euro Area," Kiel Working Papers 1743, Kiel Institute for the World Economy (IfW Kiel).
    3. Andrew Blake & Haroon Mumtaz, 2015. "Applied Bayesian Econometrics for central bankers," Handbooks, Centre for Central Banking Studies, Bank of England, number 36, April.
    4. Sofiane Aboura & Bjoern van Roye, 2017. "Financial stress and economic dynamics: The case of France," International Economics, CEPII research center, issue 149, pages 57-73.
    5. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393, Elsevier.
    6. Renée Fry-Mckibbin & Jasmine Zheng, 2016. "Effects of the US monetary policy shocks during financial crises – a threshold vector autoregression approach," Applied Economics, Taylor & Francis Journals, vol. 48(59), pages 5802-5823, December.
    7. Kremer, Manfred & Lo Duca, Marco & Holló, Dániel, 2012. "CISS - a composite indicator of systemic stress in the financial system," Working Paper Series 1426, European Central Bank.
    8. Hubrich, Kirstin & Tetlow, Robert J., 2015. "Financial stress and economic dynamics: The transmission of crises," Journal of Monetary Economics, Elsevier, vol. 70(C), pages 100-115.
    9. Aboura, Sofiane & van Roye, Björn, 2013. "Financial stress and economic dynamics: An application to France," Kiel Working Papers 1834, Kiel Institute for the World Economy (IfW Kiel).
    10. repec:ecb:ecbwps:20111426 is not listed on IDEAS
    11. Valeriu Nalban, 2016. "Sentiment-Driven Asymmetries in Romanian Monetary Policy Transmission," Eastern European Economics, Taylor & Francis Journals, vol. 54(3), pages 251-270, May.
    12. repec:ulb:ulbeco:2013/13388 is not listed on IDEAS
    13. Marta Banbura & Domenico Giannone & Lucrezia Reichlin, 2010. "Large Bayesian vector auto regressions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(1), pages 71-92.
    14. António Afonso & Jaromír Baxa & Michal Slavík, 2018. "Fiscal developments and financial stress: a threshold VAR analysis," Empirical Economics, Springer, vol. 54(2), pages 395-423, March.
    15. Ravi Balakrishnan & Stephan Danninger & Selim Elekdag & Irina Tytell, 2011. "The Transmission of Financial Stress from Advanced to Emerging Economies," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 47(0), pages 40-68, May.
    16. Mallick, Sushanta K. & Sousa, Ricardo M., 2013. "The real effects of financial stress in the Eurozone," International Review of Financial Analysis, Elsevier, vol. 30(C), pages 1-17.
    17. Corina SAMAN, 2016. "The Impact of the US and Euro Area Financial Systemic Stress to the Romanian Economy," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(4), pages 170-183, December.
    18. Duprey, Thibaut & Klaus, Benjamin & Peltonen, Tuomas, 2017. "Dating systemic financial stress episodes in the EU countries," Journal of Financial Stability, Elsevier, vol. 32(C), pages 30-56.
    19. Ehrmann, Michael & Ellison, Martin & Valla, Natacha, 2003. "Regime-dependent impulse response functions in a Markov-switching vector autoregression model," Economics Letters, Elsevier, vol. 78(3), pages 295-299, March.
    20. Marta Banbura & Domenico Giannone & Lucrezia Reichlin, 2010. "Large Bayesian vector auto regressions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(1), pages 71-92.
    21. Matei KUBINSCHI & Dinu BARNEA, 2016. "Systemic Risk Impact on Economic Growth - The Case of the CEE Countries," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(4), pages 79-94, December.
    Full references (including those not matched with items on IDEAS)

    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. Apostolakis, George N. & Floros, Christos & Gkillas, Konstantinos & Wohar, Mark, 2021. "Financial stress, economic policy uncertainty, and oil price uncertainty," Energy Economics, Elsevier, vol. 104(C).
    2. Andisheh Saliminezhad & Pejman Bahramian, 2021. "The role of financial stress in the economic activity: Fresh evidence from a Granger‐causality in quantiles analysis for the UK and Germany," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 1670-1680, April.
    3. Evgenidis, Anastasios & Tsagkanos, Athanasios, 2017. "Asymmetric effects of the international transmission of US financial stress. A threshold-VAR approach," International Review of Financial Analysis, Elsevier, vol. 51(C), pages 69-81.
    4. Mehmet Balcilar & Rangan Gupta & Theshne Kisten, 2021. "The impact of uncertainty shocks in South Africa: The role of financial regimes," Review of Financial Economics, John Wiley & Sons, vol. 39(4), pages 442-454, October.
    5. Haddou, Samira, 2022. "International financial stress spillovers to bank lending: Do internal characteristics matter?," International Review of Financial Analysis, Elsevier, vol. 83(C).
    6. Tihana Skrinjaric, 2022. "Macroeconomic effects of systemic stress: a rolling spillover index approach," Public Sector Economics, Institute of Public Finance, vol. 46(1), pages 109-140.
    7. Begüm Yurteri Kösedağlı & A. Özlem Önder, 2021. "Determinants of financial stress in emerging market economies: Are spatial effects important?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 4653-4669, July.
    8. Mikhail Stolbov & Maria Shchepeleva, 2021. "Macrofinancial linkages in Europe: Evidence from quantile local projections," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 5557-5569, October.
    9. Valeriu Nalban, 2016. "Sentiment-Driven Asymmetries in Romanian Monetary Policy Transmission," Eastern European Economics, Taylor & Francis Journals, vol. 54(3), pages 251-270, May.
    10. Tan, Sook-Rei & Li, Changtai & Yeap, Xiu Wei, 2022. "A time-varying copula approach for constructing a daily financial systemic stress index," The North American Journal of Economics and Finance, Elsevier, vol. 63(C).
    11. Mittnik, Stefan & Semmler, Willi, 2013. "The real consequences of financial stress," Journal of Economic Dynamics and Control, Elsevier, vol. 37(8), pages 1479-1499.
    12. Layal MansourIshrakieh & Leila Dagher & Sadika El Hariri, 2020. "A financial stress index for a highly dollarized developing country : The case of Lebanon," Central Bank Review, Research and Monetary Policy Department, Central Bank of the Republic of Turkey, vol. 20(2), pages 43-52.
    13. Nadri , Kamran & Ebrahimi , Sajad & Fadaie , Abbas, 2018. "An Investigation of Co-Movement of Financial Stability Index with Macro-Prudential Indicator through Wavelet Analysis," Journal of Money and Economy, Monetary and Banking Research Institute, Central Bank of the Islamic Republic of Iran, vol. 13(2), pages 125-151, April.
    14. Chiu, Ching-Wai (Jeremy) & Hacioglu Hoke, Sinem, 2016. "Macroeconomic tail events with non-linear Bayesian VARs," Bank of England working papers 611, Bank of England.
    15. Mansour-Ichrakieh, Layal & Zeaiter, Hussein, 2019. "The role of geopolitical risks on the Turkish economy opportunity or threat," The North American Journal of Economics and Finance, Elsevier, vol. 50(C).
    16. Schleer, Frauke & Semmler, Willi, 2013. "Financial sector-output dynamics in the euro area: Non-linearities reconsidered," ZEW Discussion Papers 13-068, ZEW - Leibniz Centre for European Economic Research.
    17. Mansour Ishrakieh, Layal & Dagher, Leila & El Hariri, Sadika, 2018. "The Institute of Financial Economics Financial Stress Index (IFEFSI) for Lebanon," MPRA Paper 116054, University Library of Munich, Germany.
    18. Somnath Chatterjee & Ching‐Wai (Jeremy) Chiu & Thibaut Duprey & Sinem Hacıoğlu‐Hoke, 2022. "Systemic Financial Stress and Macroeconomic Amplifications in the United Kingdom," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(2), pages 380-400, April.
    19. repec:hum:wpaper:sfb649dp2013-011 is not listed on IDEAS
    20. Panagiota Makrychoriti & Fotios Pasiouras & Menelaos Tasiou, 2022. "Financial stress and economic growth: The moderating role of trust," Kyklos, Wiley Blackwell, vol. 75(1), pages 48-74, February.
    21. Huotari, Jarkko, 2015. "Measuring financial stress – A country specific stress index for Finland," Bank of Finland Research Discussion Papers 7/2015, Bank of Finland.

    More about this item

    Keywords

    systemic financial stress; Threshold Bayesian VAR; monetary policy; exchange rate; output;
    All these keywords.

    JEL classification:

    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy

    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:rjr:romjef:v::y:2022:i:2:p:29-43. 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: Corina Saman (email available below). General contact details of provider: https://edirc.repec.org/data/ipacaro.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.