IDEAS home Printed from https://ideas.repec.org/p/ces/ceswps/_5318.html
   My bibliography  Save this paper

Business Cycles, Credit Cycles and Bank Holdings of Sovereign Bonds: Historical Evidence for Italy 1861-2013

Author

Listed:
  • Silvana Bartoletto
  • Bruno Chiarini
  • Elisabetta Marzano
  • Paolo Piselli

Abstract

We propose a joint dating of the Italian business and credit cycle on a historical horizon, by applying a local turning-point dating algorithm to the level of the variables. Along with short cycles, corresponding to traditional business cycle fluctuations, we also investigate medium cycles, because there is evidence that financial booms and busts are longer and persistent than the business cycle. After comparing our cycles with the prominent qualitative features of the Italian economy, we carry out some statistical tests for comovement between credit and business cycle and we propose a measure of asymmetry of this comovement, which proves to be weaker in recessions. We find evidence that credit and business cycle are poorly synchronized especially in the medium term, although, when credit and real contractions overlap, recessions are definitely more severe. We do not find evidence that credit leads the business cycle, both in the medium or in the short fluctuations. On the contrary, in the short cycle, we find some evidence that business cycle leads the credit one. Finally, credit and business cycle comovement increases when credit embodies public bonds held by banks, a bank financing to the public sector. However, in the post]WWII era, this financial backup to the public side of the economy has occurred at the expense of bank lending.

Suggested Citation

  • Silvana Bartoletto & Bruno Chiarini & Elisabetta Marzano & Paolo Piselli, 2015. "Business Cycles, Credit Cycles and Bank Holdings of Sovereign Bonds: Historical Evidence for Italy 1861-2013," CESifo Working Paper Series 5318, CESifo.
  • Handle: RePEc:ces:ceswps:_5318
    as

    Download full text from publisher

    File URL: https://www.cesifo.org/DocDL/cesifo1_wp5318.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. D'Auria, Claudio & Foglia, Antonella & Reedtz, Paolo Marullo, 1999. "Bank interest rates and credit relationships in Italy," Journal of Banking & Finance, Elsevier, vol. 23(7), pages 1067-1093, July.
    2. Carmen M. Reinhart & Kenneth S. Rogoff, 2009. "Varieties of Crises and Their Dates," Introductory Chapters, in: This Time Is Different: Eight Centuries of Financial Folly, Princeton University Press.
    3. 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.
    4. Jushan Bai & Pierre Perron, 1998. "Estimating and Testing Linear Models with Multiple Structural Changes," Econometrica, Econometric Society, vol. 66(1), pages 47-78, January.
    5. Reinhart, C. M., 2012. "The return of financial repression," Financial Stability Review, Banque de France, issue 16, pages 37-48, April.
    6. Carmen M. Reinhart & M. Belen Sbrancia1, 2015. "The liquidation of government debt," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 30(82), pages 291-333.
    7. 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.
    8. Bordo, Michael D. & Haubrich, Joseph G., 2010. "Credit crises, money and contractions: An historical view," Journal of Monetary Economics, Elsevier, vol. 57(1), pages 1-18, January.
    9. Silvana Bartoletto & Bruno Chiarini & Elisabetta Marzano & Paolo Piselli, 2018. "Banking Crises and Boom-Bust Dynamics: Evidence for Italy (1861-2016)," CESifo Working Paper Series 6972, CESifo.
    10. Òscar Jordà & Moritz Schularick & Alan M. Taylor, 2011. "When credit bites back: leverage, business cycles, and crises," Working Paper Series 2011-27, Federal Reserve Bank of San Francisco.
    11. Toniolo, Gianni (ed.), 2013. "The Oxford Handbook of the Italian Economy Since Unification," OUP Catalogue, Oxford University Press, number 9780199936694.
    12. Giancarlo Bruno & Edoardo Otranto, 2003. "Dating the Italian Business Cycle: A Comparison of Procedures," Econometrics 0312003, University Library of Munich, Germany.
    13. Jordà, Òscar & Schularick, Moritz & Taylor, Alan M., 2011. "When Credit Bites Back: Leverage, Business Cycles, and Crises," CEPR Discussion Papers 8678, C.E.P.R. Discussion Papers.
    14. Canova, Fabio, 1998. "Detrending and business cycle facts: A user's guide," Journal of Monetary Economics, Elsevier, vol. 41(3), pages 533-540, May.
    15. Harding, Don & Pagan, Adrian, 2002. "Dissecting the cycle: a methodological investigation," Journal of Monetary Economics, Elsevier, vol. 49(2), pages 365-381, March.
    16. Canova, Fabio, 1998. "Detrending and business cycle facts," Journal of Monetary Economics, Elsevier, vol. 41(3), pages 475-512, May.
    17. 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.
    18. Mathias Drehmann & Claudio Borio & Kostas Tsatsaronis, 2012. "Characterising the financial cycle: don't lose sight of the medium term!," BIS Working Papers 380, Bank for International Settlements.
    19. Artis, Michael J & Kontolemis, Zenon G & Osborn, Denise R, 1997. "Business Cycles for G7 and European Countries," The Journal of Business, University of Chicago Press, vol. 70(2), pages 249-279, April.
    20. Marcello Messori, 2009. "Consolidation, Ownership Structure and Efficiency in the Italian Banking System," Springer Books, in: Damiano Bruno Silipo (ed.), The Banks and the Italian Economy, chapter 0, pages 211-243, Springer.
    21. Broadberry,Stephen & O'Rourke,Kevin H., 2010. "The Cambridge Economic History of Modern Europe," Cambridge Books, Cambridge University Press, number 9780521708395.
    22. Rajan, Raghuram G. & Zingales, Luigi, 2003. "The great reversals: the politics of financial development in the twentieth century," Journal of Financial Economics, Elsevier, vol. 69(1), pages 5-50, July.
    23. King, Robert G. & Levine, Ross, 1993. "Finance, entrepreneurship and growth: Theory and evidence," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 513-542, December.
    24. Watson, Mark W, 1994. "Business-Cycle Durations and Postwar Stabilization of the U.S. Economy," American Economic Review, American Economic Association, vol. 84(1), pages 24-46, March.
    25. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    26. Borio, Claudio, 2014. "The financial cycle and macroeconomics: What have we learnt?," Journal of Banking & Finance, Elsevier, vol. 45(C), pages 182-198.
    27. Cochrane, John H, 1988. "How Big Is the Random Walk in GNP?," Journal of Political Economy, University of Chicago Press, vol. 96(5), pages 893-920, October.
    28. Carmen M. Reinhart & Kenneth S. Rogoff, 2014. "Recovery from Financial Crises: Evidence from 100 Episodes," American Economic Review, American Economic Association, vol. 104(5), pages 50-55, May.
    29. Patrizio Bianchi, 2004. "L'industria italiana," Rivista italiana degli economisti, Società editrice il Mulino, issue 1, pages 117-138.
    30. 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.
    31. Clive, W.J. & Lin, Jin-Lung, 1995. "Causality in the Long Run," Econometric Theory, Cambridge University Press, vol. 11(3), pages 530-536, June.
    32. Madalin Viziniuc, 2015. "Survey on Financial Market Frictions and Dynamic Stochastic General Equilibrium Models," International Journal of Economics and Financial Issues, Econjournals, vol. 5(2), pages 454-460.
    33. Riccardo De Bonis & Fabio Farabullini & Miria Rocchelli & Alessandra Salvio, 2012. "A Quantitative Look at the Italian Banking System: Evidence from a New Dataset since 1861," Quaderni di storia economica (Economic History Working Papers) 26, Bank of Italy, Economic Research and International Relations Area.
    34. Arthur F. Burns & Wesley C. Mitchell, 1946. "Measuring Business Cycles," NBER Books, National Bureau of Economic Research, Inc, number burn46-1, May.
    35. Enrique G. Mendoza & Vincenzo Quadrini & José-Víctor Ríos-Rull, 2009. "Financial Integration, Financial Development, and Global Imbalances," Journal of Political Economy, University of Chicago Press, vol. 117(3), pages 371-416, June.
    36. A'Hearn, Brian & Woitek, Ulrich, 2001. "More international evidence on the historical properties of business cycles," Journal of Monetary Economics, Elsevier, vol. 47(2), pages 321-346, April.
    37. Victor Zarnowitz, 1992. "Business Cycles: Theory, History, Indicators, and Forecasting," NBER Books, National Bureau of Economic Research, Inc, number zarn92-1, May.
    38. Gerhard Bry & Charlotte Boschan, 1971. "Cyclical Analysis of Time Series: Selected Procedures and Computer Programs," NBER Books, National Bureau of Economic Research, Inc, number bry_71-1, May.
    39. Ciccarelli, Carlo & Fenoaltea, Stefano, 2007. "Business fluctuations in Italy, 1861-1913: The new evidence," Explorations in Economic History, Elsevier, vol. 44(3), pages 432-451, July.
    40. Gerhard Bry & Charlotte Boschan, 1971. "Foreword to "Cyclical Analysis of Time Series: Selected Procedures and Computer Programs"," NBER Chapters, in: Cyclical Analysis of Time Series: Selected Procedures and Computer Programs, pages -1, National Bureau of Economic Research, Inc.
    41. Milton Friedman & Anna J. Schwartz, 1963. "A Monetary History of the United States, 1867–1960," NBER Books, National Bureau of Economic Research, Inc, number frie63-1, May.
    42. Fabio Clementi & Marco Gallegati & Mauro Gallegati, 2015. "Growth and Cycles of the Italian Economy Since 1861: The New Evidence," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 1(1), pages 25-59, March.
    43. Mathias Drehmann & Kostas Tsatsaronis, 2014. "The credit-to-GDP gap and countercyclical capital buffers: questions and answers," BIS Quarterly Review, Bank for International Settlements, March.
    44. Silvana Bartoletto & Bruno Chiarini & Elisabetta Marzano, 2014. "The Sustainability of Fiscal Policy in Italy (1861-2012)," Economia politica, Società editrice il Mulino, issue 3, pages 301-328.
    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. Roberta Fiori & Claudia Pacella, 2019. "Should the CCYB be enhanced with a sectoral dimension? The case of Italy," Questioni di Economia e Finanza (Occasional Papers) 499, Bank of Italy, Economic Research and International Relations Area.
    2. Valentina Aprigliano & Danilo Liberati, 2021. "Using Credit Variables to Date Business Cycle and to Estimate the Probabilities of Recession in Real Time," Manchester School, University of Manchester, vol. 89(S1), pages 76-96, September.
    3. Guido Bulligan & Lorenzo Burlon & Davide Delle Monache & Andrea Silvestrini, 2019. "Real and financial cycles: estimates using unobserved component models for the Italian economy," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 28(3), pages 541-569, September.
    4. Tholl, Johannes & Schwarzbach, Christoph & Pittalis, Sandro & von Mettenheim, Hans-Jörg, 2020. "Bank funding and the recent political development in Italy: What about redenomination risk?," International Review of Law and Economics, Elsevier, vol. 64(C).
    5. Massimiliano Affinito & Giorgio Albareto & Raffaele Santioni, 2016. "Purchases of sovereign debt securities by Italian banks during the crisis: the role of balance-sheet conditions," Questioni di Economia e Finanza (Occasional Papers) 330, Bank of Italy, Economic Research and International Relations Area.
    6. Maddalena Cavicchioli & Barbara Pistoresi, 2020. "Unfolding the relationship between mortality, economic fluctuations, and health in Italy," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(3), pages 351-362, April.
    7. Lenarčič, Črt, 2021. "Estimating business and financial cycles in Slovenia," MPRA Paper 109977, University Library of Munich, Germany.
    8. Gallegati, Marco & Giri, Federico & Palestrini, Antonio, 2019. "DSGE model with financial frictions over subsets of business cycle frequencies," Journal of Economic Dynamics and Control, Elsevier, vol. 100(C), pages 152-163.
    9. Bartoletto, Silvana & Chiarini, Bruno & Marzano, Elisabetta & Piselli, Paolo, 2019. "Business cycles, credit cycles, and asymmetric effects of credit fluctuations: Evidence from Italy for the period of 1861–2013," Journal of Macroeconomics, Elsevier, vol. 61(C), pages 1-1.
    10. Xue, Wenjun & Zhang, Liwen, 2019. "Revisiting the asymmetric effects of bank credit on the business cycle: A panel quantile regression approach," The Journal of Economic Asymmetries, Elsevier, vol. 20(C).
    11. Silvana Bartoletto & Bruno Chiarini & Elisabetta Marzano & Paolo Piselli, 2018. "Banking Crises and Boom-Bust Dynamics: Evidence for Italy (1861-2016)," CESifo Working Paper Series 6972, CESifo.
    12. Silvana Bartoletto & Bruno Chiarini & Elisabetta Marzano & Paolo Piselli, 2018. "Banking crises and business cycle: evidence for Italy(1861-2016)," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 11(1), pages 34-61, October.

    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. Bartoletto, Silvana & Chiarini, Bruno & Marzano, Elisabetta & Piselli, Paolo, 2019. "Business cycles, credit cycles, and asymmetric effects of credit fluctuations: Evidence from Italy for the period of 1861–2013," Journal of Macroeconomics, Elsevier, vol. 61(C), pages 1-1.
    2. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.
    3. 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.
    4. Dutra, Tiago Mota & Dias, José Carlos & Teixeira, João C.A., 2022. "Measuring financial cycles: Empirical evidence for Germany, United Kingdom and United States of America," International Review of Economics & Finance, Elsevier, vol. 79(C), pages 599-630.
    5. Schüler, Yves S. & Peltonen, Tuomas A. & Hiebert, Paul, 2017. "Coherent financial cycles for G-7 countries: Why extending credit can be an asset," ESRB Working Paper Series 43, European Systemic Risk Board.
    6. Silvana Bartoletto & Bruno Chiarini & Elisabetta Marzano & Paolo Piselli, 2018. "Banking crises and business cycle: evidence for Italy(1861-2016)," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 11(1), pages 34-61, October.
    7. Pontines, Victor, 2017. "The financial cycles in four East Asian economies," Economic Modelling, Elsevier, vol. 65(C), pages 51-66.
    8. Amat Adarov, 2022. "Financial cycles around the world," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(3), pages 3163-3201, July.
    9. Silvana Bartoletto & Bruno Chiarini & Elisabetta Marzano & Paolo Piselli, 2018. "Banking Crises and Boom-Bust Dynamics: Evidence for Italy (1861-2016)," CESifo Working Paper Series 6972, CESifo.
    10. Meller, Barbara & Metiu, Norbert, 2017. "The synchronization of credit cycles," Journal of Banking & Finance, Elsevier, vol. 82(C), pages 98-111.
    11. Mercè Sala-Rios & Teresa Torres-Solé & Mariona Farré-Perdiguer, 2016. "Credit and business cycles’ relationship: evidence from Spain," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 15(3), pages 149-171, December.
    12. Schüler, Yves Stephan & Hiebert, Paul P. & Peltonen, Tuomas A., 2015. "Characterising the financial cycle: A multivariate and time-varying approach," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112985, Verein für Socialpolitik / German Economic Association.
    13. Meller, Barbara & Metiu, Norbert, 2015. "The synchronization of European credit cycles," Discussion Papers 20/2015, Deutsche Bundesbank.
    14. Strohsal, Till & Proaño, Christian R. & Wolters, Jürgen, 2019. "Characterizing the financial cycle: Evidence from a frequency domain analysis," Journal of Banking & Finance, Elsevier, vol. 106(C), pages 568-591.
    15. Mathias Drehmann & Claudio Borio & Kostas Tsatsaronis, 2012. "Characterising the financial cycle: don't lose sight of the medium term!," BIS Working Papers 380, Bank for International Settlements.
    16. Gaston Giordana & Sabbah Gueddoudj, 2016. "Characterising the financial cycle in Luxembourg," BCL working papers 103, Central Bank of Luxembourg.
    17. Greg Farrell & Esti Kemp, 2020. "Measuring the Financial Cycle in South Africa," South African Journal of Economics, Economic Society of South Africa, vol. 88(2), pages 123-144, June.
    18. Guido Bulligan & Lorenzo Burlon & Davide Delle Monache & Andrea Silvestrini, 2019. "Real and financial cycles: estimates using unobserved component models for the Italian economy," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 28(3), pages 541-569, September.
    19. 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.
    20. Martin Hodula & Jan Janku & Lukas Pfeifer, 2021. "Interaction of Cyclical and Structural Systemic Risks: Insights from Around and After the Global Financial Crisis," Research and Policy Notes 2021/03, Czech National Bank.

    More about this item

    Keywords

    financial cycle; bank credit; medium-term fluctuations;
    All these keywords.

    JEL classification:

    • N13 - Economic History - - Macroeconomics and Monetary Economics; Industrial Structure; Growth; Fluctuations - - - Europe: Pre-1913
    • N14 - Economic History - - Macroeconomics and Monetary Economics; Industrial Structure; Growth; Fluctuations - - - Europe: 1913-

    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:ces:ceswps:_5318. 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: Klaus Wohlrabe (email available below). General contact details of provider: https://edirc.repec.org/data/cesifde.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.