IDEAS home Printed from https://ideas.repec.org/p/ecb/ecbwps/20192292.html
   My bibliography  Save this paper

Impact of higher capital buffers on banks’ lending and risk-taking: evidence from the euro area experiments

Author

Listed:
  • Cappelletti, Giuseppe
  • Ponte Marques, Aurea
  • Varraso, Paolo
  • Budrys, Žymantas
  • Peeters, Jonas

Abstract

We study the impact of higher bank capital buffers, namely of the Other Systemically Important Institutions (O-SII) buffer, on banks' lending and risk-taking behaviour. The O-SII buffer is a macroprudential policy aiming to increase banks' resilience. However, higher capital requirements associated with the policy may likely constrain lending. While this may be a desired effect of the policy, it could, at least in the short-term, pose costs for economic activity. Moreover, by changing the relative attractiveness of different asset classes, a higher capital requirement could also lead to risk-shifting and therefore promote the build-up (or deleverage) of banks' risk-taking. Since the end of 2015, national authorities, under the EBA framework, started to identify banks as O-SII and impose additional capital buffers. The identification of the O-SII is mainly based on a cutoff rule, ie. banks whose score is above a certain threshold are automatically designated as systemically important. This feature allows studying the effects of higher capital requirements by comparing banks whose score was close to the threshold. Relying on confidential granular supervisory data, between 2014 and 2017, we find that banks identified as O-SII reduced, in the short-term, their credit supply to households and financial sectors and shifted their lending to less risky counterparts within the non-financial corporations. In the medium-term, the impact on credit supply is defused and banks shift their lending to less risky counterparts within the financial and household sectors. Our findings suggest that the discontinuous policy change had limited effects on the overall supply of credit although we find evidence of a reduction in the credit supply at the inception of the macroprudential policy. This result supports the hypothesis that the implementation of the O-SII's framework could have a positive disciplining effect by reducing banks' risk-taking while having only a reduced adverse impact JEL Classification: E44, E51, E58, G21, G28

Suggested Citation

  • Cappelletti, Giuseppe & Ponte Marques, Aurea & Varraso, Paolo & Budrys, Žymantas & Peeters, Jonas, 2019. "Impact of higher capital buffers on banks’ lending and risk-taking: evidence from the euro area experiments," Working Paper Series 2292, European Central Bank.
  • Handle: RePEc:ecb:ecbwps:20192292
    Note: 2772546
    as

    Download full text from publisher

    File URL: https://www.ecb.europa.eu//pub/pdf/scpwps/ecb.wp2292~77deb8b18f.en.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Reint Gropp & Thomas Mosk & Steven Ongena & Carlo Wix, 2019. "Banks Response to Higher Capital Requirements: Evidence from a Quasi-Natural Experiment," The Review of Financial Studies, Society for Financial Studies, vol. 32(1), pages 266-299.
    2. Cerutti, Eugenio & Dagher, Jihad & Dell'Ariccia, Giovanni, 2017. "Housing finance and real-estate booms: A cross-country perspective," Journal of Housing Economics, Elsevier, vol. 38(C), pages 1-13.
    3. Altunbas, Yener & Binici, Mahir & Gambacorta, Leonardo, 2018. "Macroprudential policy and bank risk," Journal of International Money and Finance, Elsevier, vol. 81(C), pages 203-220.
    4. Anat R. Admati & Peter M. Demarzo & Martin F. Hellwig & Paul Pfleiderer, 2018. "The Leverage Ratchet Effect," Journal of Finance, American Finance Association, vol. 73(1), pages 145-198, February.
    5. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell & Rocío Titiunik, 2019. "Regression Discontinuity Designs Using Covariates," The Review of Economics and Statistics, MIT Press, vol. 101(3), pages 442-451, July.
    6. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    7. Beverly Hirtle & Til Schuermann & Kevin J. Stiroh, 2009. "Macroprudential supervision of financial institutions: lessons from the SCAP," Staff Reports 409, Federal Reserve Bank of New York.
    8. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust data-driven inference in the regression-discontinuity design," Stata Journal, StataCorp LP, vol. 14(4), pages 909-946, December.
    9. Giovanni Dell'Ariccia & Luc Laeven & Gustavo A. Suarez, 2017. "Bank Leverage and Monetary Policy's Risk-Taking Channel: Evidence from the United States," Journal of Finance, American Finance Association, vol. 72(2), pages 613-654, April.
    10. Raphael A. Auer & Cedric Tille, 2016. "The banking sector and the Swiss financial account during the financial and European debt crises:," Aussenwirtschaft, University of St. Gallen, School of Economics and Political Science, Swiss Institute for International Economics and Applied Economics Research, vol. 67(02), pages 69-97, August.
    11. Claessens, Stijn & Ghosh, Swati R. & Mihet, Roxana, 2013. "Macro-prudential policies to mitigate financial system vulnerabilities," Journal of International Money and Finance, Elsevier, vol. 39(C), pages 153-185.
    12. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs," Econometrica, Econometric Society, vol. 82, pages 2295-2326, November.
    13. Borio, Claudio & Zhu, Haibin, 2012. "Capital regulation, risk-taking and monetary policy: A missing link in the transmission mechanism?," Journal of Financial Stability, Elsevier, vol. 8(4), pages 236-251.
    14. Sanderson, Eleanor & Windmeijer, Frank, 2016. "A weak instrument F-test in linear IV models with multiple endogenous variables," Journal of Econometrics, Elsevier, vol. 190(2), pages 212-221.
    15. Aiyar, Shekhar & Calomiris, Charles W. & Wieladek, Tomasz, 2016. "How does credit supply respond to monetary policy and bank minimum capital requirements?," European Economic Review, Elsevier, vol. 82(C), pages 142-165.
    16. Peek, Joe & Rosengren, Eric S, 1997. "The International Transmission of Financial Shocks: The Case of Japan," American Economic Review, American Economic Association, vol. 87(4), pages 495-505, September.
    17. Steven Ongena & Alexander Popov & Neeltje Van Horen, 2019. "The Invisible Hand of the Government: Moral Suasion during the European Sovereign Debt Crisis," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(4), pages 346-379, October.
    18. Jean-Stéphane Mésonnier & Allen Monks, 2015. "Did the EBA Capital Exercise Cause a Credit Crunch in the Euro Area?," International Journal of Central Banking, International Journal of Central Banking, vol. 11(3), pages 75-117, June.
    19. Ilhyock Shim & Bilyana Bogdanova & Jimmy Shek & Agne Subeltye, 2013. "Database for policy actions on housing markets," BIS Quarterly Review, Bank for International Settlements, September.
    20. repec:bri:uobdis:15/644 is not listed on IDEAS
    21. Jiménez, Gabriel & Ongena, Steven & Peydró, José-Luis & Saurina, Jesús, 2017. "Macroprudential policy, countercyclical bank capital buffers and credit supply: evidence from the spanish dynamic provisioning experiments," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 125(6), pages 2126-2177.
    22. Tobias Adrian & Hyun Song Shin, 2009. "Money, Liquidity, and Monetary Policy," American Economic Review, American Economic Association, vol. 99(2), pages 600-605, May.
    23. Noss, Joseph & Toffano, Priscilla, 2016. "Estimating the impact of changes in aggregate bank capital requirements on lending and growth during an upswing," Journal of Banking & Finance, Elsevier, vol. 62(C), pages 15-27.
    24. De Jonghe, Olivier & Dewachter, Hans & Ongena, Steven, 2020. "Bank capital (requirements) and credit supply: Evidence from pillar 2 decisions," Journal of Corporate Finance, Elsevier, vol. 60(C).
    25. Lemieux, Thomas & Milligan, Kevin, 2008. "Incentive effects of social assistance: A regression discontinuity approach," Journal of Econometrics, Elsevier, vol. 142(2), pages 807-828, February.
    26. Guido Imbens & Karthik Kalyanaraman, 2012. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 933-959.
    27. Gersbach, Hans & Rochet, Jean-Charles, 2017. "Capital regulation and credit fluctuations," Journal of Monetary Economics, Elsevier, vol. 90(C), pages 113-124.
    28. Veronica Grembi & Tommaso Nannicini & Ugo Troiano, 2016. "Do Fiscal Rules Matter?," American Economic Journal: Applied Economics, American Economic Association, vol. 8(3), pages 1-30, July.
    29. Cerutti, Eugenio & Claessens, Stijn & Laeven, Luc, 2017. "The use and effectiveness of macroprudential policies: New evidence," Journal of Financial Stability, Elsevier, vol. 28(C), pages 203-224.
    30. Claudia M. Buch & Esteban Prieto, 2014. "Do Better Capitalized Banks Lend Less? Long-Run Panel Evidence from Germany," International Finance, Wiley Blackwell, vol. 17(1), pages 1-23, March.
    31. Bridges, Jonathan & Gregory, David & Nielsen, Mette & Pezzini, Silvia & Radia, Amar & Spaltro, Marco, 2014. "The impact of capital requirements on bank lending," Bank of England working papers 486, Bank of England.
    32. Lee, David S., 2008. "Randomized experiments from non-random selection in U.S. House elections," Journal of Econometrics, Elsevier, vol. 142(2), pages 675-697, February.
    33. Gabriele Galati & Richhild Moessner, 2013. "Macroprudential Policy – A Literature Review," Journal of Economic Surveys, Wiley Blackwell, vol. 27(5), pages 846-878, December.
    34. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    35. Natalya Martynova, 2015. "Effect of bank capital requirements on economic growth: a survey," DNB Working Papers 467, Netherlands Central Bank, Research Department.
    36. Matias D. Cattaneo & Roc ́ıo Titiunik & Gonzalo Vazquez-Bare, 2016. "Inference in regression discontinuity designs under local randomization," Stata Journal, StataCorp LP, vol. 16(2), pages 331-367, June.
    37. Becker, Bo & Ivashina, Victoria, 2014. "Cyclicality of credit supply: Firm level evidence," Journal of Monetary Economics, Elsevier, vol. 62(C), pages 76-93.
    38. Samuel G. Hanson & Anil K. Kashyap & Jeremy C. Stein, 2011. "A Macroprudential Approach to Financial Regulation," Journal of Economic Perspectives, American Economic Association, vol. 25(1), pages 3-28, Winter.
    39. Gabriel Jiménez & Steven Ongena & José‐Luis Peydró & Jesús Saurina, 2014. "Hazardous Times for Monetary Policy: What Do Twenty‐Three Million Bank Loans Say About the Effects of Monetary Policy on Credit Risk‐Taking?," Econometrica, Econometric Society, vol. 82(2), pages 463-505, March.
    40. Jérôme Vandenbussche & Ursula Vogel & Enrica Detragiache, 2015. "Macroprudential Policies and Housing Prices: A New Database and Empirical Evidence for Central, Eastern, and Southeastern Europe," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(S1), pages 343-377, March.
    41. Eugenio Cerutti & Ricardo Correa & Elisabetta Fiorentino & Esther Segalla, 2017. "Changes in Prudential Policy Instruments - A New Cross-Country Database," International Journal of Central Banking, International Journal of Central Banking, vol. 13(2), pages 477-503, March.
    42. Gambacorta, Leonardo & Mistrulli, Paolo Emilio, 2004. "Does bank capital affect lending behavior?," Journal of Financial Intermediation, Elsevier, vol. 13(4), pages 436-457, October.
    43. Tobias Adrian & Hyun Song Shin, 2008. "Financial intermediary leverage and value at risk," Staff Reports 338, Federal Reserve Bank of New York.
    44. Adrian Van Rixtel & Gabriele Gasperini, 2013. "Financial crises and bank funding: recent experience in the euro area," BIS Working Papers 406, Bank for International Settlements.
    45. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    46. Cheng Hoon Lim & Mr. Ivo Krznar & Mr. Fabian Lipinsky & Mr. Akira Otani & Mr. Xiaoyong Wu, 2013. "The Macroprudential Framework: Policy Responsiveness and Institutional Arrangements," IMF Working Papers 2013/166, International Monetary Fund.
    47. Hahn, Jinyong & Todd, Petra & Van der Klaauw, Wilbert, 2001. "Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design," Econometrica, Econometric Society, vol. 69(1), pages 201-209, January.
    48. Borio, Claudio & Gambacorta, Leonardo, 2017. "Monetary policy and bank lending in a low interest rate environment: Diminishing effectiveness?," Journal of Macroeconomics, Elsevier, vol. 54(PB), pages 217-231.
    49. Furlong, Frederick T. & Keeley, Michael C., 1989. "Capital regulation and bank risk-taking: A note," Journal of Banking & Finance, Elsevier, vol. 13(6), pages 883-891, December.
    50. Gonzalo Vazquez-Bare & Matias Cattaneo & Rocio Titiunik, 2016. "rdlocrand: a Stata Package for Inference in Regression Discontinuity Designs under Local Randomizati," 2016 Stata Conference 25, Stata Users Group.
    51. Green, Donald P. & Leong, Terence Y. & Kern, Holger L. & Gerber, Alan S. & Larimer, Christopher W., 2009. "Testing the Accuracy of Regression Discontinuity Analysis Using Experimental Benchmarks," Political Analysis, Cambridge University Press, vol. 17(4), pages 400-417.
    52. Steven Ongena & Alexander Popov & Neeltje Van Horen, 2019. "The Invisible Hand of the Government: Moral Suasion during the European Sovereign Debt Crisis," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(4), pages 346-379, October.
    53. Michael Woodford, 2012. "Inflation Targeting and Financial Stability," NBER Working Papers 17967, National Bureau of Economic Research, Inc.
    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. Cappelletti, Giuseppe & Reghezza, Alessio & Rodríguez d'Acri, Costanza & Spaggiari, Martina, 2022. "Compositional effects of bank capital buffers and interactions with monetary policy," Journal of Banking & Finance, Elsevier, vol. 140(C).
    2. Baltzer, Markus & Koehl, Alexandra & Reitz, Stefan, 2020. "Procyclical leverage in Europe and its role in asset pricing," Journal of International Money and Finance, Elsevier, vol. 107(C).
    3. Durrani, Agha & Ongena, Steven & Ponte Marques, Aurea, 2022. "The certification role of the EU-wide stress testing exercises in the stock market. What can we learn from the stress tests (2014-2021)?," Working Paper Series 2711, European Central Bank.
    4. Elien Meuleman & Rudi Vander Vennet, 2022. "Macroprudential Policy, Monetary Policy, and Euro Zone Bank Risk," International Journal of Central Banking, International Journal of Central Banking, vol. 18(4), pages 1-52, October.
    5. Stefan Kerbl & Katharina Steiner, 2020. "Austrian banks’ lending risk appetite in times of expansive monetary policy and tightening capital regulation," Financial Stability Report, Oesterreichische Nationalbank (Austrian Central Bank), issue 39, pages 89-109.
    6. Darracq Pariès, Matthieu & Körner, Jenny & Papadopoulou, Niki, 2019. "Empowering central bank asset purchases: The role of financial policies," Working Paper Series 2237, European Central Bank.
    7. Fang, Xiang & Jutrsa, David & Peria, Soledad Martinez & Presbitero, Andrea F. & Ratnovski, Lev, 2022. "Bank capital requirements and lending in emerging markets: The role of bank characteristics and economic conditions," Journal of Banking & Finance, Elsevier, vol. 135(C).
    8. Behn, Markus & Schramm, Alexander, 2020. "The impact of G-SIB identification on bank lending: evidence from syndicated loans," Working Paper Series 2479, European Central Bank.
    9. Coman, Andra, 2023. "Monetary policy spillovers and the role of prudential policies in the European Union," Working Paper Series 2854, European Central Bank.
    10. Müting, Miriam, 2020. "Multinational lending retrenchment after the global financial crisis: The impact of policy interventions," Discussion Papers in Economics 72612, University of Munich, Department of Economics.
    11. Cappelletti, Giuseppe & Reghezza, Alessio & Rodriguez d’Acri, Costanza & Spaggiari, Martina, 2020. "Compositional effects of O-SII capital buffers and the role of monetary policy," Working Paper Series 2440, European Central Bank.
    12. Paul Konietschke & Steven Ongena & Aurea Ponte Marques, 2022. "Stress tests and capital requirement disclosures: do they impact banks' lending and risk-taking decisions?," Swiss Finance Institute Research Paper Series 22-60, Swiss Finance Institute.
    13. Cappelletti, Giuseppe & Ponte Marques, Aurea & Salleo, Carmelo & Martín, Diego Vila, 2020. "How do banking groups react to macroprudential policies? Cross-border spillover effects of higher capital buffers on lending, risk-taking and internal markets," Working Paper Series 2497, European Central Bank.
    14. Jose M. Berrospide & Arun Gupta & Matthew P. Seay, 2021. "Un-used Bank Capital Buffers and Credit Supply Shocks at SMEs during the Pandemic," Finance and Economics Discussion Series 2021-043, Board of Governors of the Federal Reserve System (U.S.).
    15. Behn, Markus & Schramm, Alexander, 2021. "The impact of G-SIB identification on bank lending: Evidence from syndicated loans," Journal of Financial Stability, Elsevier, vol. 57(C).

    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. Cappelletti, Giuseppe & Ponte Marques, Aurea & Varraso, Paolo, 2024. "Impact of higher capital buffers on banks’ lending and risk-taking in the short- and medium-term: Evidence from the euro area experiments," Journal of Financial Stability, Elsevier, vol. 72(C).
    2. Cappelletti, Giuseppe & Ponte Marques, Aurea & Salleo, Carmelo & Martín, Diego Vila, 2020. "How do banking groups react to macroprudential policies? Cross-border spillover effects of higher capital buffers on lending, risk-taking and internal markets," Working Paper Series 2497, European Central Bank.
    3. Retselisitsoe I. Thamae & Nicholas M. Odhiambo, 2022. "The impact of bank regulation on bank lending: a review of international literature," Journal of Banking Regulation, Palgrave Macmillan, vol. 23(4), pages 405-418, December.
    4. Paul Konietschke & Steven Ongena & Aurea Ponte Marques, 2022. "Stress tests and capital requirement disclosures: do they impact banks' lending and risk-taking decisions?," Swiss Finance Institute Research Paper Series 22-60, Swiss Finance Institute.
    5. Gabriele Galati & Richhild Moessner, 2018. "What Do We Know About the Effects of Macroprudential Policy?," Economica, London School of Economics and Political Science, vol. 85(340), pages 735-770, October.
    6. Ari Hyytinen & Jaakko Meriläinen & Tuukka Saarimaa & Otto Toivanen & Janne Tukiainen, 2018. "When does regression discontinuity design work? Evidence from random election outcomes," Quantitative Economics, Econometric Society, vol. 9(2), pages 1019-1051, July.
    7. Auer, Raphael & Matyunina, Alexandra & Ongena, Steven, 2022. "The countercyclical capital buffer and the composition of bank lending," Journal of Financial Intermediation, Elsevier, vol. 52(C).
    8. Mauricio Villamizar‐Villegas & Freddy A. Pinzon‐Puerto & Maria Alejandra Ruiz‐Sanchez, 2022. "A comprehensive history of regression discontinuity designs: An empirical survey of the last 60 years," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1130-1178, September.
    9. Nguyen, Thach Vu Hong & Ahmed, Shamim & Chevapatrakul, Thanaset & Onali, Enrico, 2020. "Do stress tests affect bank liquidity creation?," Journal of Corporate Finance, Elsevier, vol. 64(C).
    10. Angelo D'Andrea, 2019. "Mayor’s wage and Public procurement," BAFFI CAREFIN Working Papers 19125, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    11. Garcia Revelo, Jose D. & Levieuge, Grégory, 2022. "When could Macroprudential and Monetary Policies be in Conflict?," Journal of Banking & Finance, Elsevier, vol. 139(C).
    12. Mircea Epure & Irina Mihai & Camelia Minoiu & José-Luis Peydró, 2024. "Global Financial Cycle, Household Credit, and Macroprudential Policies," Management Science, INFORMS, vol. 70(11), pages 8096-8115, November.
    13. Lilit Popoyan, 2020. "Macroprudential Policy: a Blessing or a Curse?," Review of Economics and Institutions, Università di Perugia, vol. 11(1-2).
    14. David Martinez-Miera & Rafael Repullo, 2019. "Monetary Policy, Macroprudential Policy, and Financial Stability," Annual Review of Economics, Annual Reviews, vol. 11(1), pages 809-832, August.
    15. Fang, Xiang & Jutrsa, David & Peria, Soledad Martinez & Presbitero, Andrea F. & Ratnovski, Lev, 2022. "Bank capital requirements and lending in emerging markets: The role of bank characteristics and economic conditions," Journal of Banking & Finance, Elsevier, vol. 135(C).
    16. Mircea Epure & Irina Mihai & Camelia Minoiu & José-Luis Peydró, 2024. "Global Financial Cycle, Household Credit, and Macroprudential Policies," Management Science, INFORMS, vol. 70(11), pages 8096-8115, November.
    17. Melchisedek Joslem Ngambou Djatche, 2022. "Monetary policy, prudential policy and bank's risk‐taking: A literature review," Journal of Economic Surveys, Wiley Blackwell, vol. 36(5), pages 1559-1590, December.
    18. Simona Malovana & Martin Hodula & Josef Bajzik & Zuzana Gric, 2021. "A Tale of Different Capital Ratios: How to Correctly Assess the Impact of Capital Regulation on Lending," Working Papers 2021/8, Czech National Bank.
    19. Björn Imbierowicz & Axel Löffler & Ursula Vogel, 2021. "The transmission of bank capital requirements and monetary policy to bank lending in Germany," Review of International Economics, Wiley Blackwell, vol. 29(1), pages 144-164, February.
    20. Martynova, Natalya & Vogel, Ursula, 2022. "Banks’ complexity-risk nexus and the role of regulation," Journal of Banking & Finance, Elsevier, vol. 134(C).

    More about this item

    Keywords

    bank capital-based measures; bank risk-shifting; credit supply; macroprudential policy; systemic risk;
    All these keywords.

    JEL classification:

    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • E51 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Money Supply; Credit; Money Multipliers
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:ecb:ecbwps:20192292. 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: Official Publications (email available below). General contact details of provider: https://edirc.repec.org/data/emieude.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.