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The Italian financial cycle: 1861-2011

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  • Riccardo De Bonis

    (Bank of Italy)

  • Andrea Silvestrini

    (Bank of Italy)

Abstract

In this paper we investigate the main features of the Italian financial cycle, extracted by means of a structural trend-cycle decomposition of the credit-to-GDP ratio, using annual observations from 1861 to 2011. In order to draw conclusions based on solid historical data, we provide a thorough reconstruction of the key balance-sheet time series of Italian banks, considering all the main assets and liabilities over the last 150 years. We come to three main conclusions. First, while there was a close correlation between loans and deposits (relative to GDP) until the mid-1970s, over the last 30 years this link has become more tenuous, and the volume of loans has increased in relation to deposits. The banks have covered this �funding gap� mainly by issuing new debt securities. Second, the Italian financial cycle has a much longer duration than traditional business cycles. Third, taking into account the deviation of the credit-to-GDP ratio from its trend, an acceleration of credit preceded a banking crisis in 8 out of the 12 episodes listed by Reinhart and Rogoff (2009). A Logit regression confirms a positive association between the probability of a banking crisis and a previous acceleration of the credit-to-GDP gap. However, there were also periods - such as the early 1970s - in which the growth of the credit-to-GDP ratio was not followed by a banking crisis.

Suggested Citation

  • Riccardo De Bonis & Andrea Silvestrini, 2013. "The Italian financial cycle: 1861-2011," Temi di discussione (Economic working papers) 936, Bank of Italy, Economic Research and International Relations Area.
  • Handle: RePEc:bdi:wptemi:td_936_13
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    1. 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.
    2. Beveridge, Stephen & Nelson, Charles R., 1981. "A new approach to decomposition of economic time series into permanent and transitory components with particular attention to measurement of the `business cycle'," Journal of Monetary Economics, Elsevier, vol. 7(2), pages 151-174.
    3. Marianne Baxter & Robert G. King, 1999. "Measuring Business Cycles: Approximate Band-Pass Filters For Economic Time Series," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 575-593, November.
    4. Marcello de Cecco, 2011. "The Italian Economy Seen from Abroad over 150 Years," Quaderni di storia economica (Economic History Working Papers) 21, Bank of Italy, Economic Research and International Relations Area.
    5. Barwell, Richard & Burrows, Oliver, 2011. "Financial Stability Paper No 10: Growing Fragilities? Balance Sheets in the Great Moderation," Bank of England Financial Stability Papers 10, Bank of England.
    6. U. Michael Bergman & Michael D. Bordo & Lars Jonung, 1998. "Historical evidence on business cycles: the international experience," Conference Series ; [Proceedings], Federal Reserve Bank of Boston, vol. 42(Jun), pages 65-119.
    7. Andrew K. Rose & Mark M. Spiegel, "undated". "Cross-Country Causes and Consequences of the 2008 Crisis: Early Warning," Working Papers 6, Department of the Treasury, Ministry of the Economy and of Finance.
    8. Reinhart, Karmen & Rogoff, Kenneth, 2009. ""This time is different": panorama of eight centuries of financial crises," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 1, pages 77-114, March.
    9. 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.
    10. Claudio Borio & Mathias Drehmann, 2009. "Assessing the risk of banking crises - revisited," BIS Quarterly Review, Bank for International Settlements, March.
    11. Alberto Baffigi & Maria Elena Bontempi & Roberto Golinelli, 2013. "Output potenziale, gap e inflazione in Italia nel lungo periodo (1861-2010): un'analisi econometrica," Quaderni di storia economica (Economic History Working Papers) 29, Bank of Italy, Economic Research and International Relations Area.
    12. Hodrick, Robert J & Prescott, Edward C, 1997. "Postwar U.S. Business Cycles: An Empirical Investigation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(1), pages 1-16, February.
    13. David Greasley & Jakob B. Madsen, 2013. "The housing slump and the great depression in the USA," Cliometrica, Journal of Historical Economics and Econometric History, Association Française de Cliométrie (AFC), vol. 7(1), pages 15-35, January.
    14. Terence C. Mills, 2009. "Modelling trends and cycles in economic time series: historical perspective and future developments," Cliometrica, Journal of Historical Economics and Econometric History, Association Française de Cliométrie (AFC), vol. 3(3), pages 221-244, October.
    15. Sbrana, Giacomo, 2013. "The exact linkage between the Beveridge–Nelson decomposition and other permanent-transitory decompositions," Economic Modelling, Elsevier, vol. 30(C), pages 311-316.
    16. Carmen M. Reinhart & Kenneth S. Rogoff, 2014. "This Time is Different: A Panoramic View of Eight Centuries of Financial Crises," Annals of Economics and Finance, Society for AEF, vol. 15(2), pages 215-268, November.
    17. Peter K. Clark, 1987. "The Cyclical Component of U. S. Economic Activity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 102(4), pages 797-814.
    18. Fohlin, Caroline, 1999. "Capital mobilisation and utilisation in latecomer economies: Germany and Italy compared," European Review of Economic History, Cambridge University Press, vol. 3(2), pages 139-174, August.
    19. Felice, Emanuele & Carreras, Albert, 2012. "When did modernization begin? Italy's industrial growth reconsidered in light of new value-added series, 1911–1951," Explorations in Economic History, Elsevier, vol. 49(4), pages 443-460.
    20. M. Pohl, 1994. "Handbook On The History Of European Banks," Books, Edward Elgar Publishing, number 204.
    21. Fenoaltea, Stefano, 2005. "The growth of the Italian economy, 1861–1913: Preliminary second-generation estimates," European Review of Economic History, Cambridge University Press, vol. 9(3), pages 273-312, December.
    22. Maravall, A. & del Rio, A., 2007. "Temporal aggregation, systematic sampling, and the Hodrick-Prescott filter," Computational Statistics & Data Analysis, Elsevier, vol. 52(2), pages 975-998, October.
    23. Mr. Fabian Valencia & Mr. Luc Laeven, 2008. "Systemic Banking Crises: A New Database," IMF Working Papers 2008/224, International Monetary Fund.
    24. Harvey, A C & Jaeger, A, 1993. "Detrending, Stylized Facts and the Business Cycle," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(3), pages 231-247, July-Sept.
    25. Lisa Sella & Roberto Marchionatti, 2012. "On the cyclical variability of economic growth in Italy, 1881–1913: a critical note," Cliometrica, Journal of Historical Economics and Econometric History, Association Française de Cliométrie (AFC), vol. 6(3), pages 307-328, October.
    26. 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.
    27. Gigliobianco Alfredo & Giordano Claire, 2012. "Does Economic Theory Matter in Shaping Banking Regulation? A Case-study of Italy (1861-1936)," Accounting, Economics, and Law: A Convivium, De Gruyter, vol. 2(1), pages 1-78, September.
    28. 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.
    29. Giacomo Sbrana & Andrea Silvestrini, 2012. "Temporal aggregation of cyclical models with business cycle applications," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 21(1), pages 93-107, March.
    30. 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, March.
    31. Giuseppe Della Torre & Mimì Coccìa & Valentina De Leonardis & M. Carmela Schisani, 2008. "Growth of the Italian Financial System after Political Unification, 1861-1914: Financial Deepening and/or Statistical and Methodological Biases?," Rivista di storia economica, Società editrice il Mulino, issue 2, pages 135-174.
    32. 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.
    33. Morten O. Ravn & Harald Uhlig, 2002. "On adjusting the Hodrick-Prescott filter for the frequency of observations," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 371-375.
    34. 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.
    35. Giacomo Sbrana, 2011. "Structural time series models and aggregation: some analytical results," Journal of Time Series Analysis, Wiley Blackwell, vol. 32(3), pages 315-316, May.
    36. Bernanke, Ben S, 1983. "Nonmonetary Effects of the Financial Crisis in Propagation of the Great Depression," American Economic Review, American Economic Association, vol. 73(3), pages 257-276, June.
    37. repec:bdi:workqs:qse_5 is not listed on IDEAS
    38. International Monetary Fund, 2011. "Macroprudential Policy: What Instruments and How to Use them? Lessons From Country Experiences," IMF Working Papers 2011/238, International Monetary Fund.
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    2. Claudio Borio, 2017. "Secular stagnation or financial cycle drag?," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 52(2), pages 87-98, April.
    3. Davor Kunovac & Martin Mandler & Michael Scharnagl, 2018. "Financial cycles in euro area economies: a cross-country perspective," Working Papers 55, The Croatian National Bank, Croatia.
    4. Paolo Di Martino & Barbara Pistoresi & Alberto Rinaldi, 2016. "International financial flows, domestic banks, and the economic development of the periphery: Italy, 1861-1913," Department of Economics 0104, University of Modena and Reggio E., Faculty of Economics "Marco Biagi".
    5. 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.
    6. Piergiorgio Alessandri & Pierluigi Bologna & Roberta Fiori & Enrico Sette, 2015. "A note on the implementation of the countercyclical capital buffer in Italy," Questioni di Economia e Finanza (Occasional Papers) 278, Bank of Italy, Economic Research and International Relations Area.
    7. Lenarčič, Črt, 2021. "Estimating business and financial cycles in Slovenia," MPRA Paper 109977, University Library of Munich, Germany.
    8. 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.
    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. Agovino, Massimiliano & Bartoletto, Silvana & Garofalo, Antonio, 2022. "A long-term analysis of efficiency in the Italian banking system from 1861 to 2010," Structural Change and Economic Dynamics, Elsevier, vol. 61(C), pages 227-241.
    11. Malgorzata Porada - Rochon, 2020. "The Length of Financial Cycle and its Impact on Business Cycle in Poland," European Research Studies Journal, European Research Studies Journal, vol. 0(4), pages 1278-1290.
    12. Andrea Incerpi & Barbara Pistoresi & Alberto Rinaldi, 2020. "Finance and Development in Italy, 1870-1913," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 12(9), pages 1-95, September.
    13. Baffigi, Alberto & Bontempi, Maria Elena & Felice, Emanuele & Golinelli, Roberto, 2015. "The changing relationship between inflation and the economic cycle in Italy: 1861–2012," Explorations in Economic History, Elsevier, vol. 56(C), pages 53-70.
    14. 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.
    15. Anastasiou, Dimitrios, 2017. "Is ex-post credit risk affected by the cycles? The case of Italian banks," Research in International Business and Finance, Elsevier, vol. 42(C), pages 242-248.

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    More about this item

    Keywords

    banking system; credit-to-GDP ratio; financial cycle; unobserved components.;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • C82 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Macroeconomic Data; Data Access
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • G01 - Financial Economics - - General - - - Financial Crises
    • N10 - Economic History - - Macroeconomics and Monetary Economics; Industrial Structure; Growth; Fluctuations - - - General, International, or Comparative

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