Nothing Special   »   [go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/p/ces/ceswps/_3824.html
   My bibliography  Save this paper

The Nature of Financial and Real Business Cycles: The Great Moderation and Banking Sector Pro-Cyclicality

Author

Listed:
  • Balazs Egert
  • Douglas Sutherland
Abstract
This paper takes a fresh look at the nature of financial and real business cycles in OECD countries using annual data series and shorter quarterly and monthly economic indicators. It first analyses the main characteristics of the cycle, including the length, amplitude, asymmetry and changes of these parameters during expansions and contractions. It then studies the degree of economic and financial cycle synchronisation between OECD countries but also of economic and financial variables within a given country, and gauges the extent to which cycle synchronisation changed over time. Finally, the paper provides some new evidence on the drivers of the great moderation and analyses the banking sector’s pro-cyclicality by using aggregate and bank-level data. The main findings show that the amplitude of the real business cycle was becoming smaller during the great moderation, but asset price cycles were becoming more volatile. In part this was linked to developments in the banking sector which tended to accentuate pro-cyclical behaviour.

Suggested Citation

  • Balazs Egert & Douglas Sutherland, 2012. "The Nature of Financial and Real Business Cycles: The Great Moderation and Banking Sector Pro-Cyclicality," CESifo Working Paper Series 3824, CESifo.
  • Handle: RePEc:ces:ceswps:_3824
    as

    Download full text from publisher

    File URL: https://www.cesifo.org/DocDL/cesifo1_wp3824.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Beckmann, Rainer, 2007. "Profitability of Western European banking systems: panel evidence on structural and cyclical determinants," Discussion Paper Series 2: Banking and Financial Studies 2007,17, Deutsche Bundesbank.
    2. Canova, Fabio & Ciccarelli, Matteo & Ortega, Eva, 2007. "Similarities and convergence in G-7 cycles," Journal of Monetary Economics, Elsevier, vol. 54(3), pages 850-878, April.
    3. Daniel Perez & Vicente Salas-Fumas & Jesus Saurina, 2008. "Earnings and Capital Management in Alternative Loan Loss Provision Regulatory Regimes," European Accounting Review, Taylor & Francis Journals, vol. 17(3), pages 423-445.
    4. Charles Goodhart & Boris Hofmann & Miguel Segoviano, 2004. "Bank Regulation and Macroeconomic Fluctuations," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 20(4), pages 591-615, Winter.
    5. Avouyi-Dovi, S. & Matheron, J., 2003. "Interactions between business cycles, stock market cycles and interest rates: the stylised facts," Financial Stability Review, Banque de France, issue 3, pages 80-99, November.
    6. Diego A. Comin & Thomas Philippon, 2006. "The Rise in Firm-Level Volatility: Causes and Consequences," NBER Chapters, in: NBER Macroeconomics Annual 2005, Volume 20, pages 167-228, National Bureau of Economic Research, Inc.
    7. Richard Clarida & Jordi Galí & Mark Gertler, 2000. "Monetary Policy Rules and Macroeconomic Stability: Evidence and Some Theory," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(1), pages 147-180.
    8. Michael ARTIS & Massimiliano MARCELLINO & Tommaso PROIETTI, 2002. "Dating the Euro Area Business Cycle," Economics Working Papers ECO2002/24, European University Institute.
    9. Francesco d'Arack & Sandrine Levasseur, 2007. "The Determinants of Capital Buffers in CEECs," Working Papers hal-03459637, HAL.
    10. Stephen G Cecchetti & Alfonso Flores-Lagunes & Stefan Krause, 2005. "Assessing the Sources of Changes in the Volatility of Real Growth," RBA Annual Conference Volume (Discontinued), in: Christopher Kent & David Norman (ed.),The Changing Nature of the Business Cycle, Reserve Bank of Australia.
    11. Sorensen, Bent E. & Wu, Yi-Tsung & Yosha, Oved & Zhu, Yu, 2007. "Home bias and international risk sharing: Twin puzzles separated at birth," Journal of International Money and Finance, Elsevier, vol. 26(4), pages 587-605, June.
    12. repec:zbw:bofrdp:2006_017 is not listed on IDEAS
    13. M. Ayhan Kose & Christopher Otrok & Eswar Prasad, 2012. "Global Business Cycles: Convergence Or Decoupling?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 53(2), pages 511-538, May.
    14. Adrian Pagan & Don Harding, 2005. "A suggested framework for classifying the modes of cycle research," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(2), pages 151-159.
    15. Stolz, Stéphanie & Wedow, Michael, 2005. "Banks' regulatory capital buffer and the business cycle: evidence for German savings and cooperative banks," Discussion Paper Series 2: Banking and Financial Studies 2005,07, Deutsche Bundesbank.
    16. Fabio Panetta & Paolo Angelini & Ugo Albertazzi & Francesco Columba & Wanda Cornacchia & Antonio Di Cesare & Andrea Pilati & Carmelo Salleo & Giovanni Santini, 2009. "Financial sector pro-cyclicality: lessons from the crisis," Questioni di Economia e Finanza (Occasional Papers) 44, Bank of Italy, Economic Research and International Relations Area.
    17. Barell, Ray & Gottschalk, Sylvia, 2004. "The Volatility of the Output Gap in the G7," National Institute Economic Review, National Institute of Economic and Social Research, vol. 188, pages 100-107, April.
    18. Zsolt Darvas & György Szapáry, 2008. "Business Cycle Synchronization in the Enlarged EU," Open Economies Review, Springer, vol. 19(1), pages 1-19, February.
    19. Steven J. Davis & James A. Kahn, 2008. "Interpreting the Great Moderation: Changes in the Volatility of Economic Activity at the Macro and Micro Levels," Journal of Economic Perspectives, American Economic Association, vol. 22(4), pages 155-180, Fall.
    20. 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.
    21. Kiyotaki, Nobuhiro & Moore, John, 1997. "Credit Cycles," Journal of Political Economy, University of Chicago Press, vol. 105(2), pages 211-248, April.
    22. Vincent Bouvatier & Laetitia Lepetit, 2006. "Banks' procyclicality behavior: does provisioning matter?," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00115622, HAL.
    23. 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.
    24. Balázs Égert & Douglas Sutherland, 2014. "The Nature of Financial and Real Business Cycles: The Great Moderation and Banking Sector Pro-Cyclicality," Scottish Journal of Political Economy, Scottish Economic Society, vol. 61(1), pages 98-117, February.
    25. James H. Stock & Mark W. Watson, 2003. "Has the Business Cycle Changed and Why?," NBER Chapters, in: NBER Macroeconomics Annual 2002, Volume 17, pages 159-230, National Bureau of Economic Research, Inc.
    26. Jokipii, Terhi & Milne, Alistair, 2008. "The cyclical behaviour of European bank capital buffers," Journal of Banking & Finance, Elsevier, vol. 32(8), pages 1440-1451, August.
    27. Buch Claudia M & Doepke Joerg & Stahn Kerstin, 2009. "Great Moderation at the Firm Level? Unconditional vs. Conditional Output Volatility," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 9(1), pages 1-27, May.
    28. Domenico Giannone & Lucrezia Reichlin, 2005. "Trends and cycles in the Euro Area: how much heterogeneity and should we worry about it?," Macroeconomics 0511016, University Library of Munich, Germany.
    29. Dynan, Karen E. & Elmendorf, Douglas W. & Sichel, Daniel E., 2006. "Can financial innovation help to explain the reduced volatility of economic activity?," Journal of Monetary Economics, Elsevier, vol. 53(1), pages 123-150, January.
    30. John B. Taylor, 1999. "A Historical Analysis of Monetary Policy Rules," NBER Chapters, in: Monetary Policy Rules, pages 319-348, National Bureau of Economic Research, Inc.
    31. Asea, Patrick K. & Blomberg, Brock, 1998. "Lending cycles," Journal of Econometrics, Elsevier, vol. 83(1-2), pages 89-128.
    32. Olivier Blanchard & John Simon, 2001. "The Long and Large Decline in U.S. Output Volatility," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 32(1), pages 135-174.
    33. Michael J. Artis & Jarko Fidrmuc & Johann Scharler, 2008. "The transmission of business cycles Implications for EMU enlargement1," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 16(3), pages 559-582, July.
    34. Margaret M. McConnell & Gabriel Perez-Quiros, 2000. "Output fluctuations in the United States: what has changed since the early 1980s?," Proceedings, Federal Reserve Bank of San Francisco, issue Mar.
    35. Kevin J. Stiroh, 2009. "Volatility Accounting: A Production Perspective on Increased Economic Stability," Journal of the European Economic Association, MIT Press, vol. 7(4), pages 671-696, June.
    36. James A. Kahn & Margaret M. McConnell & Gabriel Perez-Quiros, 2002. "On the causes of the increased stability of the U.S. economy," Economic Policy Review, Federal Reserve Bank of New York, vol. 8(May), pages 183-202.
    37. Christian Laux & Christian Leuz, 2010. "Did Fair-Value Accounting Contribute to the Financial Crisis?," Journal of Economic Perspectives, American Economic Association, vol. 24(1), pages 93-118, Winter.
    38. Taylor, Alan M. & Schularick, Moritz & Jordà , Òscar, 2011. "When Credit Bites Back: Leverage, Business Cycles, and Crises," CEPR Discussion Papers 8678, C.E.P.R. Discussion Papers.
    39. James H. Stock & Mark W.Watson, 2003. "Forecasting Output and Inflation: The Role of Asset Prices," Journal of Economic Literature, American Economic Association, vol. 41(3), pages 788-829, September.
    40. Ayuso, Juan & Perez, Daniel & Saurina, Jesus, 2004. "Are capital buffers pro-cyclical?: Evidence from Spanish panel data," Journal of Financial Intermediation, Elsevier, vol. 13(2), pages 249-264, April.
    41. Buch, Claudia M. & Döpke, Jörg & Stahn, Kerstin, 2008. "Great moderation at the firm level? Unconditional versus conditional output volatility," Discussion Paper Series 1: Economic Studies 2008,13, Deutsche Bundesbank.
    42. Karen E. Dynan & Douglas W. Elmendorf & Daniel E. Sichel, 2006. "Financial innovation and the Great Moderation: what do household data say?," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    43. Mr. Francisco d Nadal De Simone, 2002. "Common and Idiosyncratic Components in Real Output: Further International Evidence," IMF Working Papers 2002/229, International Monetary Fund.
    44. 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.
    45. Camacho, Maximo & Perez-Quiros, Gabriel & Saiz, Lorena, 2008. "Do European business cycles look like one?," Journal of Economic Dynamics and Control, Elsevier, vol. 32(7), pages 2165-2190, July.
    46. Lane, Philip R. & Milesi-Ferretti, Gian Maria, 2007. "The external wealth of nations mark II: Revised and extended estimates of foreign assets and liabilities, 1970-2004," Journal of International Economics, Elsevier, vol. 73(2), pages 223-250, November.
    47. Maximo Camacho & Gabriel Perez-Quiros & Lorena Saiz & Universidad de Murcia, 2006. "Do european business cycles look like one $\_?$," Computing in Economics and Finance 2006 175, Society for Computational Economics.
    48. Peter McAdam, 2007. "USA, Japan and the Euro Area: Comparing Business-Cycle Features," International Review of Applied Economics, Taylor & Francis Journals, vol. 21(1), pages 135-156.
    49. Alicia García-Herrero & Juan M. Ruiz, 2008. "Do trade and financial linkages foster business cycle synchronization in a small economy?," Working Papers 0810, Banco de España.
    50. repec:hal:wpspec:info:hdl:2441/3962 is not listed on IDEAS
    51. Reinhart, Carmen M. & Rogoff, Kenneth S., 2013. "Banking crises: An equal opportunity menace," Journal of Banking & Finance, Elsevier, vol. 37(11), pages 4557-4573.
    52. Edmond, Chris & Veldkamp, Laura, 2009. "Income dispersion and counter-cyclical markups," Journal of Monetary Economics, Elsevier, vol. 56(6), pages 791-804, September.
    53. Benk, Szil rd & Gillman, Max & Kejak, Michal, 2008. "US Volatility Cycles of Output and Inflation, 1919-2004: A Money and Banking Approach to a Puzzle," Cardiff Economics Working Papers E2008/28, Cardiff University, Cardiff Business School, Economics Section.
    54. repec:hal:spmain:info:hdl:2441/3962 is not listed on IDEAS
    55. Harding, Don & Pagan, Adrian, 2006. "Synchronization of cycles," Journal of Econometrics, Elsevier, vol. 132(1), pages 59-79, May.
    56. Pietro Catte & Nathalie Girouard & Robert Price & Christophe André, 2004. "Housing Markets, Wealth and the Business Cycle," OECD Economics Department Working Papers 394, OECD Publishing.
    57. de Blas Beatriz, 2009. "Can Financial Frictions Help Explain the Performance of the U.S. Fed?," The B.E. Journal of Macroeconomics, De Gruyter, vol. 9(1), pages 1-30, June.
    58. Thomas Dalsgaard & Jørgen Elmeskov & Cyn-Young Park, 2002. "Ongoing changes in the business cycle - evidence and causes," SUERF Studies, SUERF - The European Money and Finance Forum, number 20 edited by Morten Balling, May.
    59. Fabio Canova, 2009. "What Explains The Great Moderation in the U.S.? A Structural Analysis," Journal of the European Economic Association, MIT Press, vol. 7(4), pages 697-721, June.
    60. Everts, Martin, 2006. "Duration of Business Cycles," MPRA Paper 1219, University Library of Munich, Germany.
    61. Sanvi Avouyi-Dovi & Julien Matheron, 2005. "Interactions between business cycles, financial cycles and monetary policy: stylised facts," BIS Papers chapters, in: Bank for International Settlements (ed.), Investigating the relationship between the financial and real economy, volume 22, pages 273-98, Bank for International Settlements.
    62. Böwer, Uwe & Guillemineau, Catherine, 2006. "Determinants of business cycle synchronisation across euro area countries," Working Paper Series 587, European Central Bank.
    63. Lane, Philip & Milesi-Ferretti, Gian Maria, "undated". "External Wealth of Nations," Instructional Stata datasets for econometrics extwealth, Boston College Department of Economics.
    64. David Black & Michael Dowd, 2009. "The changing composition of output and the great moderation," Applied Economics Letters, Taylor & Francis Journals, vol. 16(12), pages 1265-1270.
    65. Benjamin J. Keys & Tanmoy Mukherjee & Amit Seru & Vikrant Vig, 2010. "Did Securitization Lead to Lax Screening? Evidence from Subprime Loans," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 307-362.
    66. 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.
    67. Nigel Pain & Isabell Koske & Marte Sollie, 2006. "Globalisation and Inflation in the OECD Economies," OECD Economics Department Working Papers 524, OECD Publishing.
    68. Kjersti-Gro Lindquist, 2003. "Banks’ buffer capital: How important is risk?," Working Paper 2003/11, Norges Bank.
    69. repec:sae:niesru:v:188:y::i:1:p:100-107 is not listed on IDEAS
    70. Romain Duval & Jørgen Elmeskov & Lukas Vogel, 2007. "Structural Policies and Economic Resilience to Shocks," OECD Economics Department Working Papers 567, OECD Publishing.
    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. Malovaná Simona & Tesařová Žaneta, 2022. "Banks’ Credit Losses and Provisioning over the Business Cycle: Implications for IFRS," Review of Economic Perspectives, Sciendo, vol. 22(1), pages 53-74, March.
    2. Nicola CUCARI, 2016. "Donatello Strangio & Giuseppe Sancetta (Eds.), Italy in a European Context: Research in Business, Economics, and the Environment," Journal of Economics Library, KSP Journals, vol. 3(2), pages 347-352, June.
    3. Xue, Wen-Jun, 2020. "Financial sector development and growth volatility: An international study," International Review of Economics & Finance, Elsevier, vol. 70(C), pages 67-88.
    4. Mikhail Stolbov, 2014. "International Credit Cycles: A Regional Perspective," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 1, pages 21-47.
    5. Kapinos, Pavel & Kishor, N. Kundan & Ma, Jun, 2022. "Dynamic comovement among banks, systemic risk, and the macroeconomy," Journal of Banking & Finance, Elsevier, vol. 138(C).
    6. Balázs Égert & Douglas Sutherland, 2014. "The Nature of Financial and Real Business Cycles: The Great Moderation and Banking Sector Pro-Cyclicality," Scottish Journal of Political Economy, Scottish Economic Society, vol. 61(1), pages 98-117, February.
    7. Brigitte Granville & Sana Hussain, 2017. "Eurozone cycles: An analysis of phase synchronization," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 22(2), pages 83-114, April.
    8. Bruzda, Joanna, 2017. "Real and complex wavelets in asset classification: An application to the US stock market," Finance Research Letters, Elsevier, vol. 21(C), pages 115-125.
    9. Douglas Sutherland & Peter Hoeller, 2013. "Growth-promoting Policies and Macroeconomic Stability," OECD Economics Department Working Papers 1091, OECD Publishing.
    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. Malovaná Simona & Tesařová Žaneta, 2021. "What is the Sustainable Level of Banks’ Credit Losses and Provisions?," Review of Economic Perspectives, Sciendo, vol. 21(3), pages 235-258, September.
    12. Douglas Sutherland & Peter Hoeller, 2012. "Debt and Macroeconomic Stability: An Overview of the Literature and Some Empirics," OECD Economics Department Working Papers 1006, OECD Publishing.

    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. Douglas Sutherland & Peter Hoeller & Balázs Égert & Oliver Röhn, 2010. "Counter-cyclical Economic Policy," OECD Economics Department Working Papers 760, OECD Publishing.
    2. Douglas Sutherland & Peter Hoeller, 2013. "Growth-promoting Policies and Macroeconomic Stability," OECD Economics Department Working Papers 1091, OECD Publishing.
    3. Mikkel Hermansen & Oliver Röhn, 2017. "Economic resilience: The usefulness of early warning indicators in OECD countries," OECD Journal: Economic Studies, OECD Publishing, vol. 2016(1), pages 9-35.
    4. Paula Garda & Volker Ziemann, 2014. "Economic Policies and Microeconomic Stability: A Literature Review and Some Empirics," OECD Economics Department Working Papers 1115, OECD Publishing.
    5. Douglas Sutherland & Peter Hoeller, 2014. "Growth Policies and Macroeconomic Stability," OECD Economic Policy Papers 8, OECD Publishing.
    6. Pengfei Wang & Yi Wen & Zhiwei Xu, 2018. "Financial Development and Long-Run Volatility Trends," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 28, pages 221-251, April.
    7. Luca Gambetti & Jordi Galí, 2009. "On the Sources of the Great Moderation," American Economic Journal: Macroeconomics, American Economic Association, vol. 1(1), pages 26-57, January.
    8. Anna Batyra, 2007. "Are turbulences of Sargent and Ljungqvist consistent with lower aggregate volatility?," 2007 Meeting Papers 413, Society for Economic Dynamics.
    9. Grydaki, Maria & Bezemer, Dirk, 2013. "The role of credit in the Great Moderation: A multivariate GARCH approach," Journal of Banking & Finance, Elsevier, vol. 37(11), pages 4615-4626.
    10. Cesaroni, Tatiana & Maccini, Louis & Malgarini, Marco, 2011. "Business cycle stylized facts and inventory behaviour: New evidence for the Euro area," International Journal of Production Economics, Elsevier, vol. 133(1), pages 12-24, September.
    11. Bezemer, Dirk & Grydaki, Maria, 2014. "Nonfinancial sectors debt and the U.S. great moderation," Research Report 14030-GEM, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
    12. Che, Natasha Xingyuan, 2009. "The great dissolution: organization capital and diverging volatility puzzle," MPRA Paper 13701, University Library of Munich, Germany.
    13. Martínez-García Enrique, 2018. "Modeling time-variation over the business cycle (1960–2017): an international perspective," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 22(5), pages 1-25, December.
    14. Serena Ng & Jonathan H. Wright, 2013. "Facts and Challenges from the Great Recession for Forecasting and Macroeconomic Modeling," Journal of Economic Literature, American Economic Association, vol. 51(4), pages 1120-1154, December.
    15. Dynan, Karen E. & Elmendorf, Douglas W. & Sichel, Daniel E., 2006. "Can financial innovation help to explain the reduced volatility of economic activity?," Journal of Monetary Economics, Elsevier, vol. 53(1), pages 123-150, January.
    16. 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.
    17. Bezemer, Dirk & Grydaki, Maria, 2013. "Debt and the U.S. Great Moderation," MPRA Paper 47399, University Library of Munich, Germany.
    18. repec:dgr:rugsom:14030-gem is not listed on IDEAS
    19. Oliver Röhn & Aida Caldera Sánchez & Mikkel Hermansen & Morten Rasmussen, 2015. "Economic resilience: A new set of vulnerability indicators for OECD countries," OECD Economics Department Working Papers 1249, OECD Publishing.
    20. Steven J. Davis & James A. Kahn, 2008. "Interpreting the Great Moderation: Changes in the Volatility of Economic Activity at the Macro and Micro Levels," Journal of Economic Perspectives, American Economic Association, vol. 22(4), pages 155-180, Fall.
    21. 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.

    More about this item

    Keywords

    real business cycles; financial cycles; great moderation; banking system; financial markets;
    All these keywords.

    JEL classification:

    • 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

    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:_3824. 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.