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Heterogeneity and cross-country spillovers in macroeconomic-financial linkages

Author

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  • Ciccarelli, Matteo
  • Ortega, Eva
  • Valderrama, Maria Teresa

Abstract

We investigate heterogeneity and spillovers in macro-financial linkages across developed economies, with a particular emphasis in the most recent recession. A panel Bayesian VAR model including real and financial variables identifies a statistically significant common component, which turns out to be very significant during the most recent recession. Nevertheless, countryspecific factors remain important, which explains the heterogeneous behaviour across countries observed over time. Moreover, spillovers across countries and between real and financial variables are found to matter: A shock to a variable in a given country affects all other countries, and the transmission seems to be faster and deeper between financial variables than between real variables. Finally, shocks spill over in a heterogeneous way across countries. JEL Classification: C11, C33, E32, F44

Suggested Citation

  • Ciccarelli, Matteo & Ortega, Eva & Valderrama, Maria Teresa, 2012. "Heterogeneity and cross-country spillovers in macroeconomic-financial linkages," Working Paper Series 1498, European Central Bank.
    • Handle: RePEc:ecb:ecbwps:20121498
    Note: 224580
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    References listed on IDEAS

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    Cited by:

    1. Guarda, Paolo & Jeanfils, Philippe, 2012. "Macro-Financial Linkages: evidence from country-specific VARs," CEPR Discussion Papers 8875, C.E.P.R. Discussion Papers.
    2. Antonio Pacifico, 2019. "Panel Bayesian VAR Modeling for Policy and Forecasting when dealing with confounding and latent effects," Journal of Statistical and Econometric Methods, SCIENPRESS Ltd, vol. 8(1), pages 1-1.
    3. Silvestrini, Andrea & Zaghini, Andrea, 2015. "Financial shocks and the real economy in a nonlinear world: From theory to estimation," Journal of Policy Modeling, Elsevier, vol. 37(6), pages 915-929.
    4. Andrea Silvestrini & Andrea Zaghini, 2015. "Financial shocks and the real economy in a nonlinear world: a survey of the theoretical and empirical literature," Questioni di Economia e Finanza (Occasional Papers) 255, Bank of Italy, Economic Research and International Relations Area.
    5. Canova, Fabio & Ciccarelli, Matteo, 2013. "Panel vector autoregressive models: a survey," Working Paper Series 1507, European Central Bank.
    6. Esteban Prieto & Sandra Eickmeier & Massimiliano Marcellino, 2016. "Time Variation in Macro‐Financial Linkages," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(7), pages 1215-1233, November.
    7. Sona Benecka & Ludmila Fadejeva & Martin Feldkircher, 2018. "Spillovers from Euro Area Monetary Policy: A Focus on Emerging Europe," Working Papers 2018/04, Latvijas Banka.
    8. Alessandro Crociata & Massimiliano Agovino & Donatella Furia & Giacomo Osmi & Nicola Mattoscio & Massimiliano Cerciello, 2020. "Impulse and time persistence of disaggregate welfare expenditure on growth in the EU," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 37(1), pages 13-38, April.
    9. Filippo Ferroni & Benjamin Klaus, 2015. "Euro Area business cycles in turbulent times: convergence or decoupling?," Applied Economics, Taylor & Francis Journals, vol. 47(34-35), pages 3791-3815, July.
    10. Shesadri Banerjee & Jayanthi K. Anand & Shashanka Bhide, 2021. "Estimation of Macro-financial Linkages for the Indian Economy," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 20(1), pages 7-47, April.
    11. Hernández Vega Marco A., 2019. "How Relevant are Capital Flows for House Prices in Emerging Economies?," Working Papers 2019-19, Banco de México.
    12. Harald Oberhofer & Christian Glocker & Werner Hölzl & Peter Huber & Serguei Kaniovski & Klaus Nowotny & Michael Pfaffermayr & Monique Ebell & Nikolaos Kontogiannis, 2016. "Single Market Transmission Mechanisms Before, During and After the 2008-09 Crisis. A Quantitative Assessment," WIFO Studies, WIFO, number 59156, March.
    13. Hail Park & Yongcheol Shin, 2014. "Mapping Korea's International Linkages using Generalised Connectedness Measures," Working Papers 2014-16, Economic Research Institute, Bank of Korea.
    14. Galariotis, Emilios C. & Makrichoriti, Panagiota & Spyrou, Spyros, 2016. "Sovereign CDS spread determinants and spill-over effects during financial crisis: A panel VAR approach," Journal of Financial Stability, Elsevier, vol. 26(C), pages 62-77.
    15. Georgiadis, Georgios, 2015. "Examining asymmetries in the transmission of monetary policy in the euro area: Evidence from a mixed cross-section global VAR model," European Economic Review, Elsevier, vol. 75(C), pages 195-215.
    16. Romano, Simone, 2018. "Fiscal foresight: Do expectations have cross-border effects?," Journal of Macroeconomics, Elsevier, vol. 57(C), pages 71-82.
    17. Dovern, Jonas & van Roye, Björn, 2014. "International transmission and business-cycle effects of financial stress," Journal of Financial Stability, Elsevier, vol. 13(C), pages 1-17.
    18. Valerija Botric & Tanja Broz & Sasa Jaksic, 2019. "Business Cycle Synchronisation with the Euro Area Countries at Times of Crisis: Differences Between SEE and CEE Countries," South-Eastern Europe Journal of Economics, Association of Economic Universities of South and Eastern Europe and the Black Sea Region, vol. 17(2), pages 175-191.
    19. Clancy, Daragh & Merola, Rossana, 2017. "Countercyclical capital rules for small open economies," Journal of Macroeconomics, Elsevier, vol. 54(PB), pages 332-351.
    20. Dieppe, Alistair & van Roye, Björn & Legrand, Romain, 2016. "The BEAR toolbox," Working Paper Series 1934, European Central Bank.
    21. Polat, Onur & Ozkan, Ibrahim, 2019. "Transmission mechanisms of financial stress into economic activity in Turkey," Journal of Policy Modeling, Elsevier, vol. 41(2), pages 395-415.

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    More about this item

    Keywords

    financial crisis; macro-financial linkages; panel VAR models;
    All these keywords.

    JEL classification:

    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • F44 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - International Business Cycles

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