1. bookVolume 18 (2018): Issue 3 (September 2018)
Journal Details
First Published
19 Feb 2010
Publication timeframe
4 times per year
access type Open Access

Fiscal-Monetary-Financial Stability Interactions in a Data-Rich Environment

Published Online: 11 Sep 2018
Page range: 195 - 224
Received: 20 May 2018
Accepted: 24 May 2018
Journal Details
First Published
19 Feb 2010
Publication timeframe
4 times per year

In this paper, we shed some light on the mutual interplay of economic policy and the financial stability objective. We contribute to the intense discussion regarding the influence of fiscal and monetary policy measures on the real economy and the financial sector. We apply a factor-augmented vector autoregression model to Czech macroeconomic data and model the policy interactions in a data-rich environment. Our findings can be summarized in three main points: First, loose economic policies (especially monetary policy) may translate into a more stable financial sector, albeit only in the short term. In the medium term, an expansion-focused mix of monetary and fiscal policy may contribute to systemic risk accumulation, by substantially increasing credit dynamics and house prices. Second, we find that fiscal and monetary policy impact the financial sector in differential magnitudes and time horizons. And third, we confirm that systemic risk materialization might cause significant output losses and deterioration of public finances, trigger deflationary pressures, and increase the debt service ratio. Overall, our findings provide some empirical support for countercyclical fiscal and monetary policies.


AASTVEIT, K. A. (2013). Oil price shocks and monetary policy in a data-rich environment. Working paper series 10/2013, Norges Bank (Central Bank of Norway).10.2139/ssrn.2269590Search in Google Scholar

AASTVEIT, K., FURLANETTO, F., & LORIA, F. (2017). Has the fed responded to house and stock prices? A time-varying analysis. Working paper series 01/2017, Norges Bank (Central Bank of Norway).Search in Google Scholar

ABBATE A., & THALER, D. (2015). Monetary policy and the asset risk-taking channel. Discussion paper 48/2015, Deutsche Bundesbank.10.2139/ssrn.2797073Search in Google Scholar

ADRIAN, T., & LIANG, N. (2016). Monetary policy, financial conditions, and financial stability. Staff report 690, Federal Reserve Bank of New York.Search in Google Scholar

AGNELLO, L., & SOUSA, R. M. (2009). The determinants of public deficit volatility. Working paper 1042, European Central Bank.10.2139/ssrn.1367529Search in Google Scholar

AGNELLO, L., & SOUSA, R. M. (2013). Fiscal policy and asset prices. Bulletin of Economic Research, 65(2), 154-177. DOI: 10.1111/j.0307-3378.2011.00420.x10.1111/j.0307-3378.2011.00420.xOpen DOISearch in Google Scholar

AMBRISKO, R., BABECKY, J., RYSANEK, J., & VALENTA, V. (2015). Assessing the impact of fiscal measures on the Czech economy. Economic Modelling, 55(1), 350-357. DOI: 10.1016/j.econmod.2014.07.02110.1016/j.econmod.2014.07.021Open DOISearch in Google Scholar

ANDREWS, D., CALDERA SÁNCHEZ, A., & JOHANSSON, A. (2011). Housing markets and structural policies in OECD countries. Economics department working papers 836, OECD.Search in Google Scholar

ANGELONI, I., FAIA, E., & LO DUCA, M. (2017). Monetary policy and risk taking.Search in Google Scholar

Journal of Economic Dynamics & Control, 52, 285-307. DOI: 10.1016/j.jedc.2014.12.00110.1016/j.jedc.2014.12.001Open DOISearch in Google Scholar

ARI, A. (2016). Sovereign risk and bank risk-taking. Working paper series 1894/2016, European Central Bank.10.2139/ssrn.2769996Search in Google Scholar

AYDIN, B., & VOLKAN, E. (2011). Incorporating financial stability in inflation targeting framework. Working paper 11/224, International Monetary Fund.Search in Google Scholar

BABECKY, J., HAVRANEK, T., MATEJU, J., RUSNAK, M., SMIDOVA, K., &Search in Google Scholar

VASICEK, B. (2013). Leading indicators of crisis incidence: evidence from developed countries. Journal of International Money and Finance, 35, 1-19. DOI: 10.1016/j.jimonfin.2013.01.00110.1016/j.jimonfin.2013.01.001Open DOISearch in Google Scholar

BERNANKE, B., BOIVIN, J., & ELIAZS, P. (2005). Measuring the effects of monetary policy: a factor-augmented vector autoregressive (FAVAR) approach. The Quarterly Journal of Economics, 120 (1), 387-422.Search in Google Scholar

BIANCHI, F., & ILUT, C. (2017). Monetary/fiscal policy mix and agent's beliefs. Review of Economic Dynamics, 26, 113-139. DOI: 10.1016/j.red.2017.02.01110.1016/j.red.2017.02.011Open DOISearch in Google Scholar

BANK FOR INTERNATIONAL SETTLEMENTS (2016). Towards a financial stability- oriented fiscal policy. Basel: Bank for International Settlements.Search in Google Scholar

BLANCHARD, O., & PEROTTI, R. (2002). An empirical characterization of the dynamic effects of changes in government spending and taxes on output. The Quarterly Journal of Economics, 117(4), 1329−1368. DOI: 10.1162/00335530232093504310.1162/003355302320935043Open DOISearch in Google Scholar

BORIO, C. (2014a). The financial cycle and macroeconomics: what have we learnt? Journal of Banking & Finance, 45(1), 182-98. DOI: 10.1016/j.jbankfin.2013.07.03110.1016/j.jbankfin.2013.07.031Open DOISearch in Google Scholar

BORIO, C. (2014b). The international monetary and financial system: its Achilles heel and what to do about it. Working Paper 456, Bank for International Settlements.10.24149/gwp203Search in Google Scholar

BORIO, C. (2016). Revisiting three intellectual pillars of monetary policy. Cato Journal, 36(2), 213-238.Search in Google Scholar

BORIO, C. (2017). Secular stagnation or financial cycle drag? Business Economics, 52(2), 87-98. DOI: 10.1057/s11369-017-0035-310.1057/s11369-017-0035-3Open DOISearch in Google Scholar

BORIO, C., & Lowe, P. (2002). Asset prices, financial and monetary stability: exploring the nexus. Working paper 114, Bank for International Settlements.10.2139/ssrn.846305Search in Google Scholar

BORIO, C., DISYATAT, P., & JUSELIUS, M. (2013). Rethinking potential output: embedding information about the financial cycle. Working Paper 404, Bank for International Settlements.Search in Google Scholar

BORIO, C., KHARROUBI, E., UPPER, Ch., & ZAMPOLLI, F. (2015). Labour reallocation and productivity dynamics: financial causes, real consequences. Working Paper 534, Bank for International Settlements.Search in Google Scholar

BORIO, C., & ZHU, H. (2012). Capital regulation, risk-taking and monetary policy: a missing link in the transmission mechanism? Journal of Financial Stability, 8(4), 236-251. DOI. 10.1016/j.jfs.2011.12.00310.1016/j.jfs.2011.12.003Open DOISearch in Google Scholar

BORYS, M., FRANTA, M., & HORVATH, R. (2009). The effects of monetary policy in the Czech Republic: an empirical study. Empirica, 36(1), 419-443. DOI: 10.1007/s10663-009-9102-y10.1007/s10663-009-9102-yOpen DOISearch in Google Scholar

CARLSTROM, Ch, FUERST, T., & PAUSTIAN, M. (2010). Optimal monetary policy in a model with agency costs. Journal of Money, Credit and Banking, 42(6), 37-70. DOI: 10.1111/j.1538-4616.2010.00329.x10.1111/j.1538-4616.2010.00329.xOpen DOISearch in Google Scholar

DEEV, O., & HODULA, M. (2016). Sovereign default risk and state-owned bank fragility in emerging markets: evidence from China and Russia. Post-Communist Economies, 28(2), 232-248. DOI: 10.1080/14631377.2016.116443810.1080/14631377.2016.1164438Open DOISearch in Google Scholar

DREHMANN, M., & JUSELIUS, M. (2012). Do debt service costs affect macroeconomic and financial stability? BIS Quaterly Review, September 2012, 21-35.Search in Google Scholar

DREHMANN, M., BORIO, C., & TSATSARONIS, K. (2012). Characterizing the financial cycle: don't lose sight of the medium term! Working Paper 380, Bank for International Settlements.Search in Google Scholar

DUNGEY, M., & FRY, R. (2009). The identification of fiscal and monetary policy in a structural VAR. Economic Modelling, 26(6), 1147-1160. DOI: 10.1016/j.econmod.2009.05.00110.1016/j.econmod.2009.05.001Open DOISearch in Google Scholar

EDGE, R. M., & MEISENZAHL, R. R. (2011). The unreliability of Credit-to-GDP ratio gaps in real time: implications for countercyclical capital buffers. International Journal of Central Banking, 7(4), 261-298.Search in Google Scholar

EICKMEIER, S. & HOFMANN, B. (2013). Monetary policy, housing booms and financial (im)balances. Macroeconomic Dynamics, 17(4), 830-860. DOI: 10.1017/S136510051100072110.1017/S1365100511000721Open DOISearch in Google Scholar

ESCHENBACH, F., & SCHUNKNECHT, L. (2004). The fiscal costs of financial instability revisited. Economic Policy, 14(1), 313-346.Search in Google Scholar

ESRB (2016). Macroprudential policy beyond banking: an ESRB strategy paper. Frankfurt am Main: European System Risk Board.Search in Google Scholar

FILARDO, A., & RUNGCHAROENKITKUL, P. (2016). A quantitative case for leaning against the wind. Working Paper 594, Bank for International Settlements.Search in Google Scholar

FORNI, M., & GAMBETTI, L. (2010). The dynamic effects of monetary policy: ASearch in Google Scholar

structural factor model approach. Journal of Monetary Economics, 57(1), 203−216.Search in Google Scholar

DOI: 10.1016/j.jmoneco.2009.11.00910.1016/j.jmoneco.2009.11.009Open DOISearch in Google Scholar

FRANTA, M. (2012). Macroeconomic effects of fiscal policy in the Czech Republic: evidence based on various identification approaches in a VAR framework. Working Paper 13/2012, Czech National Bank.Search in Google Scholar

GALATI, G. & MOESSNER, R. (2013) Macroprudential policy - a literature review. Journal of Economic Surveys 27(5), 846-878.Search in Google Scholar

GALÍ, J., & GAMBETTI, L. (2015) The effects of monetary policy on stock market bubbles: some evidence. American Economic Journal: Macroeconomics, 7(1), 233-57.10.1257/mac.20140003Search in Google Scholar

GERSL, A., & SEIDLER, J. (2015). Countercyclical capital buffers and Credit-to-GDP gaps: simulation for central, eastern, and southeastern Europe. Eastern European Economics, 53(6), 439-465. DOI: 10.1080/00128775.2015.110260210.1080/00128775.2015.1102602Open DOISearch in Google Scholar

GILBERT C., LEVIEUGEA, G., & POPESCU, A. (2018). Monetary policy and longrun systemic risk-taking. Journal of Economic Dynamics and Control, 86, 165-184.Search in Google Scholar

DOI: 10.1016/j.jedc.2017.11.00110.1016/j.jedc.2017.11.001Open DOISearch in Google Scholar

GOODHART, C. (2001). What Weight Should Be Given to Asset Prices in the Measurement of Inflation? The Economic Journal, 111(472), 335-356. DOI: 10.1111/1468-0297.0063410.1111/1468-0297.00634Open DOISearch in Google Scholar

GRAMLICH, D., Miller, G. L., OET, M. V., & ONG, S. J. (2010). Early warning systems for systemic banking risk: critical review and modeling implications. Banks and Bank Systems, 5(2), 199-211.Search in Google Scholar

HALLETT, A. H., & LEWIS, J. (2008). European fiscal discipline before and after EMU: crash diet or permanent weight loss? Macroeconomic Dynamics, 12(3), 404-24.10.1017/S1365100507070204Search in Google Scholar

DOI: 10.1017/S136510050707020410.1017/S1365100507070204Open DOISearch in Google Scholar

HAMILTON, J. D. (2017, in press). Why you should never use the Hodrick-Prescott filter. Review of Economics and Statistics. DOI: 10.1162/REST_a_0070610.1162/REST_a_00706Open DOISearch in Google Scholar

HAMPL, M., & HAVRANEK, T. (2017). Should inflation measures used by central banks incorporate house prices? the Czech National Bank’s approach. Research and Policy Note 1/2017, Czech National Bank.Search in Google Scholar

HAUG, A., JEDRZEJOWIC, T., & SZNAJDERSKA, A. (2013). Combining monetary and fiscal policy in an SVAR for a small open economy. Working Paper 168, Narodowy Bank Polski (Central bank of Poland).10.2139/ssrn.2369254Search in Google Scholar

HODULA, M., & PFEIFER, L. (2018). The impact of credit booms and economic policy on labour productivity: a sectoral analysis. Acta VŠFS, 12(1), 10‒42.Search in Google Scholar

HOFFMAN, B., & PEERSMAN, G. (2017). Is there a debt service channel of monetary transmission? BIS Quarterly Review, December 2017, 23-37.Search in Google Scholar

IMF (2015). Monetary policy and financial stability. Washington: International Monetary Fund.Search in Google Scholar

IWATA, Y. (2013). Two fiscal policy puzzles revisited: new evidence and an explanation. Journal of International Money and Finance, 33(C), 188−207. DOI: 10.1016/j.jimonfin.2012.11.01510.1016/j.jimonfin.2012.11.015Open DOISearch in Google Scholar

JUSELIUS, M., BORIO, C., DISYATAT, P., & DREHMANN, M. (2017). MonetarySearch in Google Scholar

policy, the financial cycle, and ultra-low interest rates. International Journal of Central Banking, 13(3), 55-90.Search in Google Scholar

KILIAN, L. (1988). Small-sample confidence intervals for impulse response functions. Review of Economics and Statistics, 80 (2), 218-230. DOI: 10.1162/00346539855746510.1162/003465398557465Open DOISearch in Google Scholar

KUTTNER, K. N. (2013). Low interest rates and housing bubbles: still no smoking gun. In Douglas D. Evanoff et al. (ed.), The Role of Central Banks in Financial Stability, pp. 218-230. Singapore: World Scientific Publishing.10.1142/9789814449922_0008Search in Google Scholar

LAEVEN, L., & VALENCIA, F. (2010). Resolution of banking crises: the good, the bad, and the ugly. Working Paper 146, International Monetary Fund.Search in Google Scholar

LAEVEN, L., & VALENCIA, F. (2013). Systemic banking crises database. IMF Economic Review, 61(2), 225-270. DOI: 10.1057/imfer.2013.1210.1057/imfer.2013.12Open DOISearch in Google Scholar

LAGANA, G., & SGRO, P. M. (2011). A factor-augmented VAR approach: the effect of a rise in the US personal income tax rate on the US and Canada. Economic Modelling, 28(3), 1163-1169. DOI: 10.1016/j.econmod.2010.12.00710.1016/j.econmod.2010.12.007Open DOISearch in Google Scholar

LAINA, P., NYHOLM, J., & SARLIN, P. (2015). Leading Indicators of SystemicSearch in Google Scholar

Banking Crises: Finland in a panel of EU countries. Working paper 1758, European Central Bank.Search in Google Scholar

LEEPER, E. M. (1991). Equilibria under active and passive monetary policies. Journal of Monetary Economics, 27(1), 129-147. DOI: 10.1016/0304-3932(91)90007-B10.1016/0304-3932(91)90007-Open DOISearch in Google Scholar

LIBICH, J. (2017). Unpleasant monetarist arithmetic: macroprudential edition. Working Paper 2017-40, Centre for Applied Macroeconomic Analysis.10.2139/ssrn.2985247Search in Google Scholar

LOMBARDI, M., MOHANTY, M., & SHIM, I. (2017). The real effects of household debt in the short and long run. Working Paper 607, Bank for International Settlements.Search in Google Scholar

MALOVANÁ, S., & FRAIT, J. (2017). Monetary policy and macroprudential policy: rivals or teammates? Journal of Financial Stability, 32, 1-16. 10.1016/j.jfs.2017.08.004Search in Google Scholar

MOUNTFORD, A., & UHLIG, H. (2009). What are the effects of fiscal policy shocks? Journal of Applied Econometrics, 24(6), 960-992. 10.1002/jae.1079Search in Google Scholar

MUSCATELLI, V.A., TIRELLI, P., & TRECROCI, C. (2004). Fiscal and monetarySearch in Google Scholar

policy interactions: empirical evidence and optimal policy using a structural New Keynesian model. Journal of Macroeconomics, 26, 257-280. DOI: 10.1016/j.jmacro.2003.11.01410.1016/j.jmacro.2003.11.014Open DOISearch in Google Scholar

OBSTFELD, M., & ROGOFF, R. (2009). Global imbalances and the financial crisis: Products of common causes. Econometrics laboratory. Discussion Paper 7606, Centre for Economic Policy Research.Search in Google Scholar

ORPHANIDES, A. (2017). The fiscal-monetary policy mix in the euro area: challenges at the zero lower bound. Discussion Paper 060, European Commission.10.2139/ssrn.2965805Search in Google Scholar

PAUL, P. (2018). The Time-Varying Effect of Monetary Policy on Asset Prices. Working Paper 2017-09, Federal Reserve Bank of San Francisco.Search in Google Scholar

PLASIL M., KONECNY, T., SEIDLER, J., & HLAVAC, P. (2015). In the quest ofSearch in Google Scholar

measuring the financial cycle. Working Paper 5-2015, Czech National Bank.Search in Google Scholar

REINHART, C. M., & ROGOFF, S. K. (2013). Banking crises: an equal opportunity menace. Journal of Banking & Finance, 37(11), 4557-4573. DOI: 10.1016/j.jbankfin.2013.03.00510.1016/j.jbankfin.2013.03.005Open DOISearch in Google Scholar

ROSSI, B., & ZUBAIRY, S. (2011). What is the importance of monetary and fiscal shocks in explaining U.S. macroeconomic fluctuations? Journal of Money, Credit and Banking, 43(6), 1247-1270. DOI: 10.1111/j.1538-4616.2011.00424.x10.1111/j.1538-4616.2011.00424.xOpen DOISearch in Google Scholar

SARGENT, T. J., & WALLACE, N. (1991). Some unpleasant monetarist arithmetic. Federal Reserve Bank of Minneapolis Quarterly Review, 5(3), 1-17.Search in Google Scholar

SCHUKNECHT, L., von HAGEN, J., & WOLSWIJK G. (2009). Government riskSearch in Google Scholar

premiums in the bond market: EMU and Canada. European Journal of Political Economy, 25, 371-84. DOI: 10.1016/j.ejpoleco.2009.02.00410.1016/j.ejpoleco.2009.02.004Open DOISearch in Google Scholar

SMETS, F. (2014). Financial stability and monetary policy: how closely interlinked? International Journal of Central Banking, 10(2), 263-300.Search in Google Scholar

STOCK, J. H., & WATSON, M. W. (2002). Forecasting using principal components from a large number of predictors. Journal of the American Statistical Association, 97(460), 1167-1179. DOI: 10.1198/01621450238861896010.1198/016214502388618960Open DOISearch in Google Scholar

SVENSSON, L. E. (2016). Cost-benefit analysis of leaning against the wind: Are costs larger with less effective macroprudential policy? Working Paper 16/3, International Monetary Fund.10.5089/9781498314787.001Search in Google Scholar

TAYLOR, J. B. (2009). Economic policy and the financial crisis: an empirical analysis of what went wrong. Critical Review. A Journal of Politics and Society, 21, 341-364.Search in Google Scholar

TUZCUOGLU, K., & HOKE, S. H. (2016). Interpreting the latent dynamic factors by threshold FAVAR model. Working Paper 622, Bank of England.Search in Google Scholar

UEDA, K., & VALENCIA, F. (2014). Central bank independence and macro-prudential regulation. Economics Letters, 125(2), 327-330. DOI: 10.1016/j.econlet.2013.12.03810.1016/j.econlet.2013.12.038Open DOISearch in Google Scholar

WOODFORD, M. (1996). Control of the public debt: A requirement for price stability?10.3386/w5684Search in Google Scholar

Working Paper 5684, National Bureau of Economic Research.Search in Google Scholar

WOODFORD, M. (2011). Simple analytics of the government expenditure multiplier.American Economic Journal: Macroeconomics, 3(1), 1-35.10.1257/mac.3.1.1Search in Google Scholar

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