IDEAS home Printed from https://ideas.repec.org/a/bkr/journl/v80y2021i4p31-49.html
   My bibliography  Save this article

Effect of Monetary Policy on Investment in Russian Regions

Author

Listed:
  • Andrei Shevelev

    (Bank of Russia)

  • Maria Kvaktun

    (Bank of Russia)

  • Kristina Virovets

    (Bank of Russia)

Abstract

This paper assesses the effect of monetary policy on investment in Russian regions. In the first stage of the research, we estimate the responses of regional investment to interbank market rate shocks using structural vector autoregressions. In the second stage, we estimate regression models using impulse responses as dependent variables and explanatory factors as independent variables. The regression calculations are performed using the Elastic Net regularisation technique. We find that regions with higher shares of manufacturing, agriculture, and construction are more responsive to monetary policy shocks. In addition, we identified the high importance of these sectors in explaining the different effects of monetary policy on investment. The results also show that the larger is the share of the mining and quarrying sector in the gross regional product (GRP) and the greater the imports to GRP ratio, the smaller is the absolute change in investment from a monetary policy shock.

Suggested Citation

  • Andrei Shevelev & Maria Kvaktun & Kristina Virovets, 2021. "Effect of Monetary Policy on Investment in Russian Regions," Russian Journal of Money and Finance, Bank of Russia, vol. 80(4), pages 31-49, December.
    • Handle: RePEc:bkr:journl:v:80:y:2021:i:4:p:31-49
    DOI: 10.31477/rjmf.202104.31
    as

    Download full text from publisher

    File URL: https://rjmf.econs.online/upload/iblock/924/Effect-of-Monetary-Policy-on-Investment-in-Russian-Regions.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.31477/rjmf.202104.31?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. Chakraborty, Chiranjit & Joseph, Andreas, 2017. "Machine learning at central banks," Bank of England working papers 674, Bank of England.
    2. Masagus M. Ridhwan & Henri L. F. Groot & Piet Rietveld & Peter Nijkamp, 2014. "The Regional Impact of Monetary Policy in Indonesia," Growth and Change, Wiley Blackwell, vol. 45(2), pages 240-262, June.
    3. Mr. Ramana Ramaswamy & Mr. Torsten M Sloek, 1997. "The Real Effects of Monetary Policy in the European Union: What Are the Differences?," IMF Working Papers 1997/160, International Monetary Fund.
    4. Sims, Christopher A., 1992. "Interpreting the macroeconomic time series facts : The effects of monetary policy," European Economic Review, Elsevier, vol. 36(5), pages 975-1000, June.
    5. A. Bulatov., 2011. "Russia in International Capital Movement: Comparative Analysis," VOPROSY ECONOMIKI, N.P. Redaktsiya zhurnala "Voprosy Economiki", vol. 8.
    6. Skrobotov, Anton (Скроботов, Антон) & Turuntseva, Marina (Турунцева, Марина), 2015. "Theoretical Aspects of Modeling of the SVAR [Теоретические Аспекты Моделирования Svar]," Published Papers mak8, Russian Presidential Academy of National Economy and Public Administration.
    7. Arina Sapova & Aleksey Porshakov & Andrey Andreev & Evgenia Shatilo, 2018. "Review of Methodological Specifics of Consumer Price Index Seasonal Adjustment in the Bank of Russia," Bank of Russia Working Paper Series wps33, Bank of Russia.
    8. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    9. Phillips, Peter C. B., 1998. "Impulse response and forecast error variance asymptotics in nonstationary VARs," Journal of Econometrics, Elsevier, vol. 83(1-2), pages 21-56.
    10. P. Fraser & G. A. Macdonald & A. W. Mullineux, 2014. "Regional Monetary Policy: An Australian Perspective," Regional Studies, Taylor & Francis Journals, vol. 48(8), pages 1419-1433, August.
    11. Sims, Christopher A & Stock, James H & Watson, Mark W, 1990. "Inference in Linear Time Series Models with Some Unit Roots," Econometrica, Econometric Society, vol. 58(1), pages 113-144, January.
    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. Ageliki Anagnostou & Stephanos Papadamou, 2012. "The effects of Monetary Policy shocks across the Greek Regions," ERSA conference papers ersa12p507, European Regional Science Association.
    2. Zan Yang & Shuping Wu & Yanhao Shen, 2017. "Monetary Policy, House Prices, and Consumption in China: A National and Regional Study," International Real Estate Review, Global Social Science Institute, vol. 20(1), pages 23-49.
    3. Dickinson, David & Liu, Jia, 2007. "The real effects of monetary policy in China: An empirical analysis," China Economic Review, Elsevier, vol. 18(1), pages 87-111.
    4. Carlo A. Favero, 2007. "Model Evaluation in Macroeconometrics: from early empirical macroeconomic models to DSGE models," Working Papers 327, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    5. Gediminas Adomavicius & Jesse Bockstedt & Alok Gupta, 2012. "Modeling Supply-Side Dynamics of IT Components, Products, and Infrastructure: An Empirical Analysis Using Vector Autoregression," Information Systems Research, INFORMS, vol. 23(2), pages 397-417, June.
    6. M. Hakan Berument & Zulal Denaux & Yeliz Yalcin, 2012. "Turkish monetary policy and components of aggregate demand: a VAR analysis with sign restrictions model," Applied Economics, Taylor & Francis Journals, vol. 44(36), pages 4787-4798, December.
    7. Fabrice Collard & Patrick Fève, 2012. "Sur les causes et les effets en macro économie : les Contributions de Sargent et Sims, Prix Nobel d'Economie 2011," Revue d'économie politique, Dalloz, vol. 122(3), pages 335-364.
    8. Marek Jarocinski, 2010. "Responses to monetary policy shocks in the east and the west of Europe: a comparison," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(5), pages 833-868.
    9. Elbourne, Adam, 2008. "The UK housing market and the monetary policy transmission mechanism: An SVAR approach," Journal of Housing Economics, Elsevier, vol. 17(1), pages 65-87, March.
    10. Md. Shahnawaz Karim & Minsoo Lee & Christopher Gan, 2007. "Exchange Rate Dynamics of New Zealand," Journal of Economic Policy Reform, Taylor and Francis Journals, vol. 10(3), pages 241-260.
    11. Jan Kakes & Sitikantha Pattanaik, 2000. "The transmission of monetary shocks in the euro area: a V AR analysis based on euro-wide data," BNL Quarterly Review, Banca Nazionale del Lavoro, vol. 53(213), pages 171-186.
    12. Michael Berlemann & Julia Freese, 2013. "Monetary policy and real estate prices: a disaggregated analysis for Switzerland," International Economics and Economic Policy, Springer, vol. 10(4), pages 469-490, December.
    13. Debes, Sebastian & Gareis, Johannes & Mayer, Eric & Rüth, Sebastian, 2014. "Towards a consumer sentiment channel of monetary policy," W.E.P. - Würzburg Economic Papers 91, University of Würzburg, Department of Economics.
    14. Committee, Nobel Prize, 2011. "Thomas J. Sargent and Christopher A. Sims: Empirical Macroeconomics," Nobel Prize in Economics documents 2011-2, Nobel Prize Committee.
    15. Giuseppe De Arcangelis & Giorgio Di Giorgio, 1999. "Monetary policy shocks and transmission in Italy: A VAR analysis," Economics Working Papers 446, Department of Economics and Business, Universitat Pompeu Fabra.
    16. Yvon Fauvel & Alain Paquet & Christian Zimmermann, 1999. "A Survey on Interest Rate Forecasting," Cahiers de recherche CREFE / CREFE Working Papers 87, CREFE, Université du Québec à Montréal.
    17. Jörg Breitung & Ralf Brüggemann, 2023. "Projection Estimators for Structural Impulse Responses," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 85(6), pages 1320-1340, December.
    18. repec:hal:spmain:info:hdl:2441/1423 is not listed on IDEAS
    19. Fujiwara, Ippei, 2006. "Evaluating monetary policy when nominal interest rates are almost zero," Journal of the Japanese and International Economies, Elsevier, vol. 20(3), pages 434-453, September.
    20. Jerome Creel & Paola Monperrus-Veroni & Francesco Saraceno, 2005. "Discretionary Policy Interactions and the Fiscal Theory of the Price Level: A SVAR Analysis on French Data," Documents de Travail de l'OFCE 2005-12, Observatoire Francais des Conjonctures Economiques (OFCE).
    21. Don Bredin & Gerard O'Reilly, 2004. "An analysis of the transmission mechanism of monetary policy in Ireland," Applied Economics, Taylor & Francis Journals, vol. 36(1), pages 49-58.

    More about this item

    Keywords

    monetary policy; investment; interbank market rate; transmission mechanism; structural vector autoregression; impulse response functions; Elastic Net; panel vector autoregression;
    All these keywords.

    JEL classification:

    • C3 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables
    • E43 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Interest Rates: Determination, Term Structure, and Effects
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • E22 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Investment; Capital; Intangible Capital; Capacity

    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:bkr:journl:v:80:y:2021:i:4:p:31-49. 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: Olga Kuvshinova (email available below). General contact details of provider: https://edirc.repec.org/data/cbrgvru.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.