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Taming the Global Financial Cycle: Central Banks as Shock Absorbers in the First Era of Globalization

Published online by Cambridge University Press:  01 August 2022

Guillaume Bazot
Affiliation:
Assistant Professor, Department of Economics, University Paris 8, 2 Rue de la Liberté, 93200 Saint-Denis, France. E-mail: gbazot@gmail.com.
Eric Monnet
Affiliation:
Professor, Paris School of Economics and EHESS, 48 Bd Jourdan, 75014 Paris, France and Research Affiliate, CEPR, 2, 33 Great Sutton St, London EC1V 0DX, UK. E-mail: eric.monnet@psemail.eu.
Matthias Morys*
Affiliation:
Senior Lecturer, Department of Economics and Related Studies, University of York, York, YO10 5DD, UK. E-mail: matthias.morys@york.ac.uk

Abstract

The Classical Gold Standard period, with high capital mobility and fixed-exchange rates, is usually seen as the extreme case of international constraints on monetary policy. Contrary to this view, we show how central bank balance sheets offset the effects of international shocks on domestic interest rates. In contrast, in the United States, a gold standard country without a central bank, the reaction of money market rates was two to four times stronger than that of interest rates in countries with a central bank. Our study is based on the monthly balance sheets of all central banks in the world (i.e., 21) from 1891–1913.

Type
Article
Copyright
© The Author(s), 2022. Published by Cambridge University Press on behalf of the Economic History Association

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Footnotes

We gratefully acknowledge financial support from the Fondation Banque de France, the Labex OSE - EUR grant ANR-17-EURE-0001, and the University of York. Earlier versions of this paper were presented at the (bi-)annual meetings of the AEA, the Economic History Society, the European Historical Economics Society, the CEPR economic history group, and the Verein für Socialpolitik (Wirtschaftshistorischer Ausschuss); at seminars and conferences at the U.S. Federal Reserve Board and the Universities of Buckingham, Lund, and Strasbourg. We are grateful to all participants for their spirited discussion and helpful comments, and in particular to Michael Bordo, Rui Esteves, Eric Hilt, Caroline Fohlin, Clemens Jobst, Lars Jonung, Francois Velde, and Marc Weidenmier. We want to thank two anonymous referees and the editor, Eric Hilt, for their advice, learn from their experience with particular countries, and enabling us to refine our core argument. We owe a special thanks to the following people for sharing data or helping us collect, systematize, and interpret data: Fabrice Reuzé, Patrice Denis, and Frederik Grelard (Bank of France Archives), Juha Tarkka and Vappu Ikonen (Bank of Finland), Amélia Branco, Peter Lindert, Jonas Lundberg, Rita Martins de Sousa, Pedro Neves, Masato Shizume, and Antoine Terracol.

References

REFERENCES

Autio, Jaakko. “Valuuttakurssit Suomessa 1864–1991. Katsaus ja tilastosarjat.” Bank of Finland Discussion Papers No. 1, Helsinki, Finland, January 1992.Google Scholar
Baubeau, Patrice. “The Bank of France’s Balance Sheets Database, 1840–1998: An Introduction to 158 Years of Central Banking.” Financial History Review 25, no. 2 (2018): 203–30.CrossRefGoogle Scholar
Bazot, Guillaume, Bordo, Michael D., and Monnet, Eric. “The Price of Stability: The Balance Sheet Policy of the Banque de France and the Gold Standard (1880–1914).” NBER Working Paper No. 20554, Cambridge, MA, October 2014.Google Scholar
Bazot, Guillaume, Bordo, Michael D., and Monnet, Eric. “International Shocks and the Balance Sheet of the Bank of France under the Classical Gold Standard.” Explorations in Economic History 62 (2016): 87107.CrossRefGoogle Scholar
Bazot, Guillaume, Monnet, Eric, and Morys, Matthias. “The Flexibility of the Classical Gold Standard (1870s–1914).” In The Economics of Monetary Unions: Past Experiences and the Eurozone, edited by Castañeda, Juan, Roselli, Alessandro, and Geoffrey, E. Wood, 1731. London: Routledge, 2020.CrossRefGoogle Scholar
Bazot, Guillaume, Monnet, Eric, and Morys, Matthias. “Taming the Global Financial Cycle: Central Banks as Shock Absorbers in the First Era of Globalization.” Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2022-05-12. https://doi.org/10.3886/E170301V1.CrossRefGoogle Scholar
Bloomfield, Arthur I. Monetary Policy under the International Gold Standard: 1880–1915. New York: Federal Reserve Bank of New York, 1959.Google Scholar
Bloomfield, Arthur I. “Short-term Capital Movements under the Pre-1914 Gold Standard.” Princeton Studies in International Finance, No. 11, Princeton, NJ, 1963.Google Scholar
Bordo, Michael D., and Flandreau, Marc. “Core, Periphery, Exchange Rate Regimes, and Globalization.” In Globalization in Historical Perspective, edited by Michael, D. Bordo, Alan, M. Taylor, and Jeffrey, G. Williamson, 417–72. Chicago: University of Chicago Press, 2003.CrossRefGoogle Scholar
Bordo, Michael D., Humpage, Owen F., and Schwartz, Anna J.. Strained Relations: US Foreign-Exchange Operations and Monetary Policy in the Twentieth Century. Chicago: University of Chicago Press, 2015.CrossRefGoogle Scholar
Bordo, Michael D., and James, Harold. “Capital Flows and Domestic and International Order: Trilemmas from Macroeconomics to Political Economy and International Relations.” NBER Working Paper No. 21017, Cambridge, MA, March 2015.Google Scholar
Bordo, Michael D., and Kydland, Finn E.. “The Gold Standard as a Rule: An Essay in Exploration.” Explorations in Economic History 32, no. 4 (1995): 423464.CrossRefGoogle Scholar
Bordo, Michael D., and MacDonald, Ronald. “Interest Rate Interactions in the Classical Gold Standard, 1880–1914: Was There Any Monetary Independence?Journal of Monetary Economics 52, no. 2 (2005): 307–27.CrossRefGoogle Scholar
Bordo, Michael D., and Schwartz, Anna J., eds. A Retrospective on the Classical Gold Standard, 1821–1931. Cambridge, MA: National Bureau of Economic Research, 1984.CrossRefGoogle Scholar
Bordo, Michael D., and Wheelock, David C.. “The Promise and Performance of the Federal Reserve as Lender of Last Resort 1914–1933.” In The Origins, History, and Future of the Federal Reserve: A Return to Jekyll Island, edited by Michael, D. Bordo and Roberds, William, 5998. Cambridge: Cambridge University Press, 2011.Google Scholar
Bruno, Valentina, and Song Shin, Hyun. “Capital Flows and the Risk-Taking Channel of Monetary Policy.” Journal of Monetary Economics 71 (2015): 119–32.CrossRefGoogle Scholar
Conant, Charles, A. A History of Modern Banks of Issue. New York: GP Putnam’s Sons, 1915.Google Scholar
Davis, Joseph H., Hanes, Christopher, and Rhode, Paul W.. “Harvests and Business Cycles in Nineteenth-Century America.” Quarterly Journal of Economics 124, no. 4 (2009): 1675–727.CrossRefGoogle Scholar
Drummond, Ian M.The Russian Gold Standard, 1897–1914.” Journal of Economic History 36, no. 3 (1976): 663–88.CrossRefGoogle Scholar
Dutton, John. “The Bank of England and the Rules of the Game under the International Gold Standard: New Evidence.” In A Retrospective on the Classical Gold Standard, 1821–1931, edited by Michael, D. Bordo and Anna, J. Schwartz, 173202. Chicago: University of Chicago Press, 1984.Google Scholar
Eichengreen, Barry. “Conducting the International Orchestra: Bank of England Leadership under the Classical Gold Standard.” Journal of International Money and Finance 6, no. 1 (1987): 529.CrossRefGoogle Scholar
Eichengreen, Barry. Golden Getters: The Gold Standard and the Great Depression, 1919–1939. New York: Oxford University Press, 1992.Google Scholar
Eichengreen, Barry. Globalizing Capital. A History of the International Monetary System. Princeton, NJ: Princeton University Press, 2008.CrossRefGoogle Scholar
Eichengreen, Barry, Mehl, Arnaud, Chitu, Livia, and Richardson, Gary. “Mutual Assistance between Federal Reserve Banks: 1913–1960 as Prolegomena to the TARGET2 Debate.” Journal of Economic History 75, no. 3 (2015): 621–59.CrossRefGoogle Scholar
Esteves, Rui Pedro, Reis, Jaime, and Ferramosca, Fabiano. “Market Integration in the Golden Periphery. The Lisbon/London Exchange, 1854–1891.” Explorations in Economic History 46, no. 3 (2009): 324–45.CrossRefGoogle Scholar
Fama, Eugene. “Forward and Spot Exchange Rates.” Journal of Monetary Economics 14 (1984): 319–38.CrossRefGoogle Scholar
Farhi, Emmanuel, and Werning, Ivan. “Dilemma Not Trilemma? Capital Controls and Exchange Rates with Volatile Capital Flows.” IMF Economic Review 62, no. 4 (2014): 569605.CrossRefGoogle Scholar
Flandreau, Marc. “The Burden of Intervention: Externalities in Multilateral Exchange Rates Arrangements.” Journal of International Economics 45, no. 1 (1998): 137–71.CrossRefGoogle Scholar
Flandreau, Marc, and Jobst, Clemens. “The Ties That Divide: A Network Analysis of the International Monetary System, 1890–1910.” Journal of Economic History 65, no. 4 (2005): 9771007.CrossRefGoogle Scholar
Flandreau, Marc, and Komlos, John. “Target Zones in Theory and History: Credibility, Efficiency, and Policy Autonomy.” Journal of Monetary Economics 53, no. 8 (2006): 1979–95.CrossRefGoogle Scholar
Flandreau, Marc, and Zumer, Frederic. The Making of Global Finance 1880–1913. Paris, France: OECD Development Centre, 2004.Google Scholar
Friedman, Milton, and Schwartz, Anna J.. A Monetary History of the United States, 1867–1960. Princeton: Princeton University Press, 1963.Google Scholar
Ford, A. G. The Gold Standard, 1880–1914: Britain and Argentina. Oxford: Clarendon Press, 1962.Google Scholar
Ford, A. G.International Financial Policy and the Gold Standard, 1870–1914.” In The Cambridge Economic History of Europe Volume VIII, edited by Mathias, Peter and Pollard, Sidney, 197249. Cambridge: Cambridge University Press, 1989.Google Scholar
Fratianni, Michele, and Spinelli, Franco. “Italy in the Gold Standard Period, 1861–1914.” In A Retrospective on the Classical Gold Standard, 1821–1931, edited by Michael, D. Bordo and Anna, J. Schwartz, 405–54. Chicago: University of Chicago Press, 1984.Google Scholar
Goodhart, Charles. The Business of Banking, 1891–1914. London: Weidenfeld and Nicolson, 1972.Google Scholar
Green, Georgina. “Monetary Policy Spillovers in the First Age of Financial Globalisation: A Narrative VAR Approach 1884–1913.” Bank of England Working Paper No. 718, London, UK, March 2018.Google Scholar
Hanes, Christopher, and Rhode, Paul W.. “Harvests and Financial Crises in Gold Standard America.” Journal of Economic History 73, no. 1 (2013): 201–46.CrossRefGoogle Scholar
Ilzetzki, Ethan, Reinhart, Carmen M., and Rogoff, Kenneth S.. “Exchange Arrangements Entering the Twenty-First Century: Which Anchor Will Hold?Quarterly Journal of Economics 134, no. 2 (2019): 599646.CrossRefGoogle Scholar
Imbens, Guido W.Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009).” Journal of Economic Literature 48, no. 2 (2010): 399423.CrossRefGoogle Scholar
Jeanne, Olivier. “Monetary Policy in England 1893–1914: A Structural VAR Analysis.” Explorations in Economic History 32, no. 3 (1995): 302–26.CrossRefGoogle Scholar
Jobst, Clemens. “Market Leader: The Austro-Hungarian Bank and the Making of Foreign Exchange Intervention, 1896–1913.” European Review of Economic History 13, no. 3 (2009): 287318.CrossRefGoogle Scholar
Jobst, Clements, and Scheiber, Thomas. “Austria-Hungary: From 1863 to 1914.” In South-Eastern European Monetary and Economic Statistics from the Nineteenth Century to World War II, 55100. Athens, Sofia, Bucharest, and Vienna: Bank of Greece, Bulgarian National Bank, National Bank of Romania, and Oesterreichische Nationalbank, 2014.Google Scholar
Jonung, Lars. “Swedish Experience under the Classical Gold Standard, 1873–1914.” In A Retrospective on the Classical Gold Standard, 1821–1931, edited by Michael, D. Bordo and Anna, J. Schwartz, 361404. Chicago: University of Chicago Press, 1984.Google Scholar
Jordà, Òscar. “Estimation and Inference of Impulse Responses by Local Projections.” American Economic Review 95, no. 1 (2005): 161–82.CrossRefGoogle Scholar
Jordà, Òscar, Schularick, Moritz, and Taylor, Alan M.. “The Effects of Quasi-Random Monetary Experiments.” Journal of Monetary Economics 112 (2020): 2240.CrossRefGoogle Scholar
Jordà, Òscar, Moritz Schularick, Alan M. Taylor, and Felix Ward. “Global Financial Cycles and Risk Premiums.” IMF Economic Review 67, no. 1 (2019): 109–50.CrossRefGoogle Scholar
Krugman, Paul R.Target Zones and Exchange Rate Dynamics.” Quarterly Journal of Economics 106, no. 3 (1991): 669–82.CrossRefGoogle Scholar
Lazaretou, Sofia. “Greece: From 1833 to 1949.” In South-Eastern European Monetary and Economic Statistics from the Nineteenth Century to World War II, 101–70. Athens, Sofia, Bucharest, and Vienna: Bank of Greece, Bulgarian National Bank, National Bank of Romania, and Oesterreichische Nationalbank, 2014.Google Scholar
Lennard, Jason. “Did Monetary Policy Matter? Narrative Evidence from the Classical Gold Standard.” Explorations in Economic History 68 (2018): 1636.CrossRefGoogle Scholar
Lévy, Raphaël-Georges. Banques d'émission et Trésors publics. Paris: Hachette, 1911.Google Scholar
Lindert, Peter H.Key Currencies and Gold, 1900–1913.” Princeton Studies in International Finance, No. 24, Princeton, NJ, 1969.Google Scholar
Macaulay, Frederick R. The Movement of Interest Rates, Bond Yields, and Stock Prices in the U.S. since 1856. Cambridge: National Bureau of Economic Research, 1938.Google Scholar
Gregory, Mankiw, N., and Miron, Jeffrey A.. “The Changing Behavior of the Term Structure of Interest Rates.” Quarterly Journal of Economics 101, no. 2 (1986): 211–28.Google Scholar
Martín-Aceña, Pablo, Martínez-Ruiz, Elena, and Nogues-Marco, Pilar. “Floating against the Tide: Spanish Monetary Policy 1870–1931.” In The Gold Standard Peripheries, edited by Ögren, Anders and Øksendal, Lars Frederik, 145–73. London: Palgrave Macmillan, 2012.CrossRefGoogle Scholar
Martín-Aceña, Pablo, and Tortella, Teresa. “Regulation and Supervision: The Rise of Central Banks’ Research Departments.” In State and Financial Systems in Europe and the USA, edited by Reis, Jaime and Battilossi, Stefano, 155–64. London: Routledge, 2013.Google Scholar
McGouldrick, Paul. “Operations of the German Central Bank and the Rules of the Game, 1879–1913.” In A Retrospective on the Classical Gold Standard, 1821–1931, edited by Michael, D. Bordo and Anna, J. Schwartz, 311–60. Chicago: University of Chicago Press, 1984.Google Scholar
Miranda-Agrippino, Silvia, and Rey, Hélene. “US Monetary Policy and the Global Financial Cycle.” Review of Economic Studies 87, no. 6 (2020): 2754–76.CrossRefGoogle Scholar
Mitchener, Kris James, and Weidenmier, Marc D.. “Was the Classical Gold Standard Credible on the Periphery? Evidence from Currency Risk.” Journal of Economic History 75, no. 2 (2015): 479511.CrossRefGoogle Scholar
Moen, Jon R., and Tallman, Ellis W.. “Close but Not a Central Bank: The New York Clearing House and Issues of Clearing House Loan Certificates.” Federal Reserve Bank of Cleveland Working Paper No. 1308, Cleveland, OH, May 2013.CrossRefGoogle Scholar
Morys, Matthias. “The Classical Gold Standard in the European Periphery: A Case Study of Austria-Hungary and Italy, 1870–1913.” Ph.D. thesis, London School of Economics and Political Science, 2006.Google Scholar
Morys, Matthias. “Discount Rate Policy under the Classical Gold Standard: Core versus Periphery (1870s–1914).” Explorations in Economic History 50, no. 2 (2013): 205–26.CrossRefGoogle Scholar
Morys, Matthias. “South-East European Monetary History in a Pan-European Perspective, 1833–1948.” In South-Eastern European Monetary and Economic Statistics from the Nineteenth Century to World War II, 2554. Athens, Sofia, Bucharest, and Vienna: Bank of Greece, Bulgarian National Bank, National Bank of Romania, and Oesterreichische Nationalbank, 2014.Google Scholar
Morys, Matthias. “A Century of Monetary Reform in South-East Europe: From Political Autonomy to the Gold Standard, 1815–1910.” Financial History Review 24, no. 1 (2017): 321.CrossRefGoogle Scholar
Morys, Matthias. “Goldstandard und Reichsbank. Der Wandel des monetären Regimes.” In Die Gründung des deutschen Kaiserreichs im Jahre 1871 aus wirtschaftshistorischer Sicht, edited by Pfister, Ulrich, Hesse, Jan-Ottmar, Spörer, Mark , and Wolf, Nikolaus, 179–98. Tübingen: Mohr Siebeck, 2021a.Google Scholar
Morys, Matthias. “The Gold Standard, Fiscal Dominance and Financial Supervision in Greece and South-East Europe, 1841–1939.” European Review of Economic History 25, no. 1 (2021b): 106–36.CrossRefGoogle Scholar
Morys, Matthias, and Ivanov, Martin. “The Emergence of a European Region: Business Cycles in South-East Europe from Political Independence to World War II.” European Review of Economic History 19, no. 4 (2015): 382411.CrossRefGoogle Scholar
Mundell, Robert A.Capital Mobility and Stabilization Policy under Fixed and Flexible Exchange Rates.” Canadian Journal of Economics and Political Science 29, no. 4 (1963): 475–85.CrossRefGoogle Scholar
Neal, Larry D., and Weidenmier, Marc D.. “Crises in the Global Economy from Tulips to Today.” In Globalization in Historical Perspective, edited by Michael, D. Bordo, Alan, M. Taylor, and Jeffrey, G. Williamson, 473514. Chicago: University of Chicago Press, 2003.CrossRefGoogle Scholar
Nurkse, Ragnar. International Currency Experience: Lessons of the Interwar Period. Geneva, Switzerland: League of Nations, 1944.Google Scholar
Obstfeld, Maurice, Shambaugh, Jay C., and Taylor, Alan M.. “The Trilemma in History: Tradeoffs Among Exchange Rates, Monetary Policies, and Capital Mobility.” Review of Economics and Statistics 87, no. 3 (2005): 423–38.CrossRefGoogle Scholar
Obstfeld, Maurice, and Taylor, Alan M.. Global Capital Markets: Integration, Crisis, and Growth. Cambridge: Cambridge University Press, 2004.CrossRefGoogle Scholar
Officer, Lawrence H.The Efficiency of the Dollar-Sterling Gold Standard, 1890–1908.” Journal of Political Economy 94, no. 5 (1986): 1038–73.CrossRefGoogle Scholar
Ögren, Anders. “Central Banking and Monetary Policy in Sweden during the Long Nineteenth Century.” In The Gold Standard Peripheries, edited by Ögren, Anders and Øksendal, Lars Frederik, 1736. London: Palgrave Macmillan, 2012.CrossRefGoogle Scholar
Øksendal, Lars Frederik. “Freedom for Manoeuvre: The Norwegian Gold Standard Experience, 1874–1914.” In The Gold Standard Peripheries, edited by Ögren, Anders and Øksendal, Lars Frederik, 3757. London: Palgrave Macmillan, 2012.CrossRefGoogle Scholar
Pippenger, John. “Bank of England Operations, 1893–1913.” In A Retrospective on the Classical Gold Standard, 1821–1931, edited by Michael, D. Bordo and Anna, J. Schwartz, 203–32. Chicago: University of Chicago Press, 1984.Google Scholar
Polanyi, Karl. The Great Transformation. The Political and Economic Origins of Our Time. Boston: Beacon Press, 2001 [1944].Google Scholar
Ramey, Valerie A.Macroeconomic Shocks and Their Propagation.” In Handbook of Macroeconomics Volume 2, edited by John, B. Taylor and Uhlig, Harald, 71162. North Holland: Elsevier, 2016.Google Scholar
Reichsbank. Vergleichende Notenbank-Statistik. Organisation and Geschäftsverkehr wichtiger europäischer Notenbanken 1876–1913 statistisch dargestellt. Berlin: Reichsdruckerei, 1925.Google Scholar
Reis, Jaime. “An ‘Art’, Not a ‘Science’? Central Bank Management in Portugal under the Gold Standard, 1863–871.” Economic History Review 60, no. 4 (2007): 712–41.CrossRefGoogle Scholar
Rey, Hélène. “International Channels of Transmission of Monetary Policy and the Mundellian Trilemma.” IMF Economic Review 64, no. 1 (2016): 635.CrossRefGoogle Scholar
Romer, Christina D., and Romer, David H.. “A New Measure of Monetary Shocks: Derivation and Implications.” American Economic Review 94, no. 4 (2004): 1055–84.CrossRefGoogle Scholar
Roulleau, Gaston. Les règlements par effets de commerce en France et l’étranger. Paris: Société statistique de Paris, 1914.Google Scholar
Schneider, Jürgen, Schwarzer, Oskar, and Zellfelder, Friedrich. Europäische und nordamerikanische Devisenkurse 1777–1914. Stuttgart: Steiner, 1991.Google Scholar
Schneider, Jürgen, Schwarzer, Oskar, and Zellfelder, Friedrich. Asiatische und australische Devisenkurse. Stuttgart: Steiner, 1994.Google Scholar
Schneider, Jürgen, Schwarzer, Oskar, and Zellfelder, Friedrich. Dänische und nordwestdeutsche Wechselkurse. Stuttgart: Steiner, 1999.Google Scholar
Sonndorfer, Rudolf. Die Technik des Welthandels. Ein Handbuch der internationalen Handelskunde. Vienna/Leipzig: Alfred Holder, 1905.Google Scholar
Sprenger, Bernd. Das Geld der Deutschen. Geldgeschichte Deutschlands von den Anfängen bis zur Gegenwart. Paderborn: F. Schoningh, 2002.Google Scholar
Stoenescu, George V., Aloman, Adriana, Blejan, Elisabeta, and Costache, Brînduşa G.. “Romania: from 1880 to 1947.” In South-Eastern European Monetary and Economic Statistics from the Nineteenth Century to World War II, 243–90. Athens, Sofia, Bucharest, and Vienna: Bank of Greece, Bulgarian National Bank, National Bank of Romania, and Oesterreichische Nationalbank, 2014.Google Scholar
Sumner, William G., Macleod, Henry D., Horn, Antoine E., Townsend, John P., and Des Essars, Pierre. A History of Banking in All the Leading Nations, 3 volumes. New York: Journal of Commerce and Commercial Bulletin, 1896.Google Scholar
Svensson, Lars EO.An Interpretation of Recent Research on Exchange Rate Target Zones.” Journal of Economic Perspectives 6, no. 4 (1992): 119–44.CrossRefGoogle Scholar
Triffin, Robert. “The Evolution of the International Monetary System: Historical Reappraisal and Future Perspectives.” Princeton Studies in International Finance, No. 12, Princeton, NJ, 1964.Google Scholar
Ugolini, Stefano. “Foreign Exchange Reserve Management in the Nineteenth Century: The National Bank of Belgium in the 1850s.” In The Gold Standard Peripheries, edited by Anders Ögren and Lars Frederik Øksendal, 107–29. London: Palgrave Macmillan, 2012.Google Scholar
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