IDEAS home Printed from https://ideas.repec.org/a/eee/reveco/v74y2021icp434-451.html
   My bibliography  Save this article

Dynamic interactions between financial cycles, business cycles and macroeconomic imbalances: A panel VAR analysis

Author

Listed:
  • Adarov, Amat

Abstract

We use Bayesian and GMM panel VAR frameworks to study interactions between financial and macroeconomic imbalances based on a global sample of 24 countries spanning the period 1998–2012. We find that financial cycles play an important role in shaping macroeconomic imbalances with expansions inducing economic overheating and a downward pressure on public debt-to-GDP ratios. Financial misalignments invoke deeper and faster response of business cycles in bank-based economies and milder, but more persistent in market-based economies, with greater significance for current account and public debt dynamics. High-public debt countries reveal much stronger effects on fiscal stance and output gap trajectories.

Suggested Citation

  • Adarov, Amat, 2021. "Dynamic interactions between financial cycles, business cycles and macroeconomic imbalances: A panel VAR analysis," International Review of Economics & Finance, Elsevier, vol. 74(C), pages 434-451.
    • Handle: RePEc:eee:reveco:v:74:y:2021:i:c:p:434-451
    DOI: 10.1016/j.iref.2021.03.021
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1059056021000617
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.iref.2021.03.021?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. William Oman, 2019. "The Synchronization of Business Cycles and Financial Cycles in the Euro Area," International Journal of Central Banking, International Journal of Central Banking, vol. 15(1), pages 327-362, March.
    2. Beck, Thorsten & Levine, Ross, 2004. "Stock markets, banks, and growth: Panel evidence," Journal of Banking & Finance, Elsevier, vol. 28(3), pages 423-442, March.
    3. Peter L. Rousseau & Paul Wachtel, 2011. "What Is Happening To The Impact Of Financial Deepening On Economic Growth?," Economic Inquiry, Western Economic Association International, vol. 49(1), pages 276-288, January.
    4. Levine, Ross & Zervos, Sara, 1998. "Stock Markets, Banks, and Economic Growth," American Economic Review, American Economic Association, vol. 88(3), pages 537-558, June.
    5. Canova, Fabio & Ciccarelli, Matteo, 2013. "Panel Vector Autoregressive Models: A Survey," CEPR Discussion Papers 9380, C.E.P.R. Discussion Papers.
    6. Claessens, Stijn & Kose, M. Ayhan & Terrones, Marco E., 2012. "How do business and financial cycles interact?," Journal of International Economics, Elsevier, vol. 87(1), pages 178-190.
    7. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    8. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    9. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    10. 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.
    11. David Aikman & Andrew G. Haldane & Benjamin D. Nelson, 2015. "Curbing the Credit Cycle," Economic Journal, Royal Economic Society, vol. 125(585), pages 1072-1109, June.
    12. Demetriades, Panicos O. & Hussein, Khaled A., 1996. "Does financial development cause economic growth? Time-series evidence from 16 countries," Journal of Development Economics, Elsevier, vol. 51(2), pages 387-411, December.
    13. Michael R. M. Abrigo & Inessa Love, 2016. "Estimation of panel vector autoregression in Stata," Stata Journal, StataCorp LP, vol. 16(3), pages 778-804, September.
    14. Òscar Jordà & Moritz Schularick & Alan M. Taylor & Felix Ward, 2019. "Global Financial Cycles and Risk Premiums," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 67(1), pages 109-150, March.
    15. Stijn Claessens & M. Ayhan Kose & Marco E. Terrones, 2011. "Financial Cycles: What? How? When?," NBER International Seminar on Macroeconomics, University of Chicago Press, vol. 7(1), pages 303-344.
    16. Òscar Jordà & Moritz Schularick & Alan M Taylor, 2011. "Financial Crises, Credit Booms, and External Imbalances: 140 Years of Lessons," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 59(2), pages 340-378, June.
    17. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    18. Levine, Ross, 2002. "Bank-Based or Market-Based Financial Systems: Which Is Better?," Journal of Financial Intermediation, Elsevier, vol. 11(4), pages 398-428, October.
    19. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    20. Claudio Borio, 2014. "The financial cycle and macroeconomics: what have we learned and what are the policy implications?," Chapters, in: Ewald Nowotny & Doris Ritzberger-Grünwald & Peter Backé (ed.), Financial Cycles and the Real Economy, chapter 2, pages 10-35, Edward Elgar Publishing.
    21. Choi, In, 2001. "Unit root tests for panel data," Journal of International Money and Finance, Elsevier, vol. 20(2), pages 249-272, April.
    22. Tinghui Li & Junhao Zhong & Zimei Huang, 2020. "Potential Dependence of Financial Cycles between Emerging and Developed Countries: Based on ARIMA-GARCH Copula Model," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(6), pages 1237-1250, May.
    23. Stijn Claessens & M Ayhan Kose, 2017. "Asset prices and macroeconomic outcomes: a survey," BIS Working Papers 676, Bank for International Settlements.
    24. Borio, Claudio, 2014. "The financial cycle and macroeconomics: What have we learnt?," Journal of Banking & Finance, Elsevier, vol. 45(C), pages 182-198.
    25. Moritz Schularick & Alan M. Taylor, 2012. "Credit Booms Gone Bust: Monetary Policy, Leverage Cycles, and Financial Crises, 1870-2008," American Economic Review, American Economic Association, vol. 102(2), pages 1029-1061, April.
    26. Ross Levine, 1997. "Financial Development and Economic Growth: Views and Agenda," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 688-726, June.
    27. Demirguc-Kunt, Asli & Maksimovic, Vojislav, 2002. "Funding growth in bank-based and market-based financial systems: evidence from firm-level data," Journal of Financial Economics, Elsevier, vol. 65(3), pages 337-363, September.
    28. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    29. Pierre-Olivier Gourinchas & Maurice Obstfeld, 2012. "Stories of the Twentieth Century for the Twenty-First," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(1), pages 226-265, January.
    30. Claudio Borio & Marco Jacopo Lombardi & Fabrizio Zampolli, 2016. "Fiscal sustainability and the financial cycle," BIS Working Papers 552, Bank for International Settlements.
    31. Mr. Bas B. Bakker & Mr. Giovanni Dell'Ariccia & Mr. Luc Laeven & Mr. Jerome Vandenbussche & Ms. Deniz O Igan & Mr. Hui Tong, 2012. "Policies for Macrofinancial Stability: How to Deal with Credit Booms," IMF Staff Discussion Notes 2012/006, International Monetary Fund.
    32. Love, Inessa & Zicchino, Lea, 2006. "Financial development and dynamic investment behavior: Evidence from panel VAR," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(2), pages 190-210, May.
    33. Enrique G. Mendoza, 2010. "Sudden Stops, Financial Crises, and Leverage," American Economic Review, American Economic Association, vol. 100(5), pages 1941-1966, December.
    34. Claudio Borio, 2013. "The Great Financial Crisis: Setting priorities for new statistics," Journal of Banking Regulation, Palgrave Macmillan, vol. 14(3-4), pages 306-317, July.
    35. Demetriades, Panicos O & Luintel, Kul B, 1996. "Financial Development, Economic Growth and Banker Sector Controls: Evidence from India," Economic Journal, Royal Economic Society, vol. 106(435), pages 359-374, March.
    36. Michael R.M. Abrigo & Inessa Love, 2016. "Estimation of Panel Vector Autoregression in Stata: a Package of Programs," Working Papers 201602, University of Hawaii at Manoa, Department of Economics.
    37. Thomas J. Sargent & Christopher A. Sims, 1977. "Business cycle modeling without pretending to have too much a priori economic theory," Working Papers 55, Federal Reserve Bank of Minneapolis.
    38. Rey, Hélène & Miranda-Agrippino, Silvia, 2015. "World Asset Markets and the Global Financial Cycle," CEPR Discussion Papers 10936, C.E.P.R. Discussion Papers.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Chia, Poh San & Law, Siong Hook & Trinugroho, Irwan & Wiwoho, Jamal & Damayanti, Sylviana Maya & Sergi, Bruno S., 2022. "Dynamic linkages among transparency, income inequality and economic growth in developing countries: Evidence from panel vector autoregressive (PVAR) model," Research in International Business and Finance, Elsevier, vol. 60(C).
    2. Shirazi, Masoud, 2022. "Assessing energy trilemma-related policies: The world's large energy user evidence," Energy Policy, Elsevier, vol. 167(C).
    3. Ashe, Sinéad & Egan, Paul, 2023. "Examining financial and business cycle interaction using cross recurrence plot analysis," Finance Research Letters, Elsevier, vol. 51(C).
    4. Shengnan Lv & Zeshui Xu & Xuecheng Fan & Yong Qin & Marinko Skare, 2023. "The mean reversion/persistence of financial cycles: Empirical evidence for 24 countries worldwide," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 18(1), pages 11-47, March.
    5. Tianbao Zhou & Zhixin Liu & Yingying Xu, 2024. "Characterizing Public Debt Cycles: Don't Ignore the Impact of Financial Cycles," Papers 2404.17412, arXiv.org.

    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. Amat Adarov, 2022. "Financial cycles around the world," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(3), pages 3163-3201, July.
    2. Amat Adarov, 2023. "Financial cycles in Europe: dynamics, synchronicity and implications for business cycles and macroeconomic imbalances," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 50(2), pages 551-583, May.
    3. Amat Adarov, 2019. "Dynamic Interactions Between Financial and Macroeconomic Imbalances: A Panel VAR Analysis," wiiw Working Papers 162, The Vienna Institute for International Economic Studies, wiiw.
    4. Amat Adarov, 2017. "Financial Cycles in Credit, Housing and Capital Markets: Evidence from Systemic Economies," wiiw Working Papers 140, The Vienna Institute for International Economic Studies, wiiw.
    5. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.
    6. Rajesh Sharma & Samaresh Bardhan, 2017. "Finance growth nexus across Indian states: evidences from panel cointegration and causality tests," Economic Change and Restructuring, Springer, vol. 50(1), pages 1-20, February.
    7. Meller, Barbara & Metiu, Norbert, 2017. "The synchronization of credit cycles," Journal of Banking & Finance, Elsevier, vol. 82(C), pages 98-111.
    8. Schüler, Yves S. & Hiebert, Paul P. & Peltonen, Tuomas A., 2020. "Financial cycles: Characterisation and real-time measurement," Journal of International Money and Finance, Elsevier, vol. 100(C).
    9. Manuel Ennes Ferreira & João Dias & Jelson Serafim, 2022. "Stock Market and Economic Growth: Evidence from Africa," Working Papers REM 2022/0228, ISEG - Lisbon School of Economics and Management, REM, Universidade de Lisboa.
    10. Salifou Ouedraogo & Hamidou Sawadogo, 2022. "Financial development, financial structure and economic growth in the Sub‐Saharan African countries," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(3), pages 3139-3162, July.
    11. Norman Loayza & Amine Ouazad & Romain Ranciere, 2017. "Financial Development, Growth, and Crisis: Is There a Trade-Off?," Working Papers 114, Peruvian Economic Association.
    12. James B. Ang, 2008. "A Survey Of Recent Developments In The Literature Of Finance And Growth," Journal of Economic Surveys, Wiley Blackwell, vol. 22(3), pages 536-576, July.
    13. Michiel Bijlsma & Andrei Dubovik, 2014. "Banks, Financial Markets and Growth in Developed Countries: a Survey of the empirical literature," CPB Discussion Paper 266.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
    14. Kumar Debasis Dutta & Mallika Saha, 2023. "Does financial development cause sustainable development? A PVAR approach," Economic Change and Restructuring, Springer, vol. 56(2), pages 879-917, April.
    15. Michiel Bijlsma & Andrei Dubovik, 2014. "Banks, Financial Markets and Growth in Developed Countries: a Survey of the empirical literature," CPB Discussion Paper 266, CPB Netherlands Bureau for Economic Policy Analysis.
    16. Kais Mtar & Walid Belazreg, 2023. "On the nexus of innovation, trade openness, financial development and economic growth in European countries: New perspective from a GMM panel VAR approach," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(1), pages 766-791, January.
    17. Jean Arcand & Enrico Berkes & Ugo Panizza, 2015. "Too much finance?," Journal of Economic Growth, Springer, vol. 20(2), pages 105-148, June.
    18. Octavio Fernández-Amador & Martin Gächter & Friedrich Sindermann, 2016. "Finance-augmented business cycles: A robustness check," Economics Bulletin, AccessEcon, vol. 36(1), pages 132-144.
    19. Kais Mtar & Walid Belazreg, 2021. "Causal Nexus Between Innovation, Financial Development, and Economic Growth: the Case of OECD Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(1), pages 310-341, March.
    20. Popov, Alexander, 2017. "Evidence on finance and economic growth," Working Paper Series 2115, European Central Bank.

    More about this item

    Keywords

    Financial cycles; Macroeconomic imbalances; Business cycles; Panel VAR; Bayesian VAR;
    All these keywords.

    JEL classification:

    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • F32 - International Economics - - International Finance - - - Current Account Adjustment; Short-term Capital Movements
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • F4 - International Economics - - Macroeconomic Aspects of International Trade and Finance

    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:eee:reveco:v:74:y:2021:i:c:p:434-451. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/620165 .

    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.