IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/102796.html
   My bibliography  Save this paper

Loan syndication under Basel II: How firm credit ratings affect the cost of credit?

Author

Listed:
  • Hasan, Iftekhar
  • Kim, Suk-Joong
  • Politsidis, Panagiotis
  • Wu, Eliza

Abstract

This paper investigates how lenders react to borrowers’ rating changes under heterogeneous conditions and different regulatory regimes. Our findings suggest that corporate downgrades that increase capital requirements for lending banks under the Basel II framework are associated with increased loan spreads and deteriorating non-price loan terms relative to downgrades that do not affect capital requirements. Ratings exert an asymmetric impact on loan spreads, as these remain unresponsive to rating upgrades, even when the latter are associated with a reduction in risk weights for corporate loans. The increase in firm borrowing costs is mitigated in the presence of previous bank-firm lending relationships and for borrowers with relatively strong performance, high cash flows and low leverage.

Suggested Citation

  • Hasan, Iftekhar & Kim, Suk-Joong & Politsidis, Panagiotis & Wu, Eliza, 2020. "Loan syndication under Basel II: How firm credit ratings affect the cost of credit?," MPRA Paper 102796, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:102796
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/102796/1/MPRA_paper_102796.pdf
    File Function: original version
    Download Restriction: no

    File URL: https://mpra.ub.uni-muenchen.de/106678/9/MPRA_paper_106678.pdf
    File Function: revised version
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Conlon, Thomas & Cotter, John & Molyneux, Philip, 2020. "Beyond common equity: The influence of secondary capital on bank insolvency risk," Journal of Financial Stability, Elsevier, vol. 47(C).
    2. Cai, Peilin & Gan, Quan & Kim, Suk-Joong, 2018. "Do sovereign credit ratings matter for foreign direct investments?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 55(C), pages 50-64.
    3. Koopman, Siem Jan & Kräussl, Roman & Lucas, André & Monteiro, André B., 2009. "Credit cycles and macro fundamentals," Journal of Empirical Finance, Elsevier, vol. 16(1), pages 42-54, January.
    4. Deli, Yota D. & Delis, Manthos D. & Hasan, Iftekhar & Liu, Liuling, 2019. "Enforcement of banking regulation and the cost of borrowing," Journal of Banking & Finance, Elsevier, vol. 101(C), pages 147-160.
    5. Kim, Olivia S., 2019. "Does Political Uncertainty Increase External Financing Costs? Measuring the Electoral Premium in Syndicated Lending," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 54(5), pages 2141-2178, October.
    6. Mr. John Kiff & Sylwia Nowak & Miss Liliana B Schumacher, 2012. "Are Rating Agencies Powerful? An Investigation Into the Impact and Accuracy of Sovereign Ratings," IMF Working Papers 2012/023, International Monetary Fund.
    7. Sergey Chernenko & Adi Sunderam, 2012. "The Real Consequences of Market Segmentation," The Review of Financial Studies, Society for Financial Studies, vol. 25(7), pages 2041-2069.
    8. Broto, Carmen & Molina, Luis, 2016. "Sovereign ratings and their asymmetric response to fundamentals," Journal of Economic Behavior & Organization, Elsevier, vol. 130(C), pages 206-224.
    9. Balasubramanyan, Lakshmi & Berger, Allen N. & Koepke, Matthew M., 2019. "How do lead banks use their private information about loan quality in the syndicated loan market?," Journal of Financial Stability, Elsevier, vol. 43(C), pages 53-78.
    10. Delis, Manthos D. & Kim, Suk-Joong & Politsidis, Panagiotis N. & Wu, Eliza, 2021. "Regulators vs. markets: Are lending terms influenced by different perceptions of bank risk?," Journal of Banking & Finance, Elsevier, vol. 122(C).
    11. Papadimitri, Panagiota & Pasiouras, Fotios & Pescetto, Gioia & Wohlschlegel, Ansgar, 2021. "Does political influence distort banking regulation? Evidence from the US," Journal of Financial Stability, Elsevier, vol. 53(C).
    12. Alexander Popov & Neeltje Van Horen, 2015. "Exporting Sovereign Stress: Evidence from Syndicated Bank Lending during the Euro Area Sovereign Debt Crisis," Review of Finance, European Finance Association, vol. 19(5), pages 1825-1866.
    13. Viral V Acharya & Tim Eisert & Christian Eufinger & Christian Hirsch, 2018. "Real Effects of the Sovereign Debt Crisis in Europe: Evidence from Syndicated Loans," The Review of Financial Studies, Society for Financial Studies, vol. 31(8), pages 2855-2896.
    14. Ferreira, Miguel A. & Gama, Paulo M., 2007. "Does sovereign debt ratings news spill over to international stock markets?," Journal of Banking & Finance, Elsevier, vol. 31(10), pages 3162-3182, October.
    15. Sandra E. Black & Philip E. Strahan, 2002. "Entrepreneurship and Bank Credit Availability," Journal of Finance, American Finance Association, vol. 57(6), pages 2807-2833, December.
    16. Hasan, Iftekhar & Hoi, Chun Keung & Wu, Qiang & Zhang, Hao, 2017. "Social Capital and Debt Contracting: Evidence from Bank Loans and Public Bonds," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(3), pages 1017-1047, June.
    17. Tobias Berg & Anthony Saunders & Sascha Steffen & Daniel Streitz, 2017. "Mind the Gap: The Difference between U.S. and European Loan Rates," The Review of Financial Studies, Society for Financial Studies, vol. 30(3), pages 948-987.
    18. Bernanke, Ben S & Blinder, Alan S, 1988. "Credit, Money, and Aggregate Demand," American Economic Review, American Economic Association, vol. 78(2), pages 435-439, May.
    19. Tang, Tony T., 2009. "Information asymmetry and firms' credit market access: Evidence from Moody's credit rating format refinement," Journal of Financial Economics, Elsevier, vol. 93(2), pages 325-351, August.
    20. Bedendo, Mascia & Colla, Paolo, 2015. "Sovereign and corporate credit risk: Evidence from the Eurozone," Journal of Corporate Finance, Elsevier, vol. 33(C), pages 34-52.
    21. Delis, Manthos D. & Hasan, Iftekhar & Ongena, Steven, 2020. "Democracy and credit," Journal of Financial Economics, Elsevier, vol. 136(2), pages 571-596.
    22. Anil K Kashyap & Owen A. Lamont & Jeremy C. Stein, 1994. "Credit Conditions and the Cyclical Behavior of Inventories," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(3), pages 565-592.
    23. Iftekhar Hasan & Suk-Joong Kim & Eliza Wu, 2018. "The Effects of Ratings-Contingent Regulation on International Bank Lending Behavior: Evidence from the Basel 2 Accord," World Scientific Book Chapters, in: Information Spillovers and Market Integration in International Finance Empirical Analyses, chapter 16, pages 547-603, World Scientific Publishing Co. Pte. Ltd..
    24. 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.
    25. Bill Francis & Iftekhar Hasan & Michael Koetter & Qiang Wu, 2012. "Corporate Boards And Bank Loan Contracting," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 35(4), pages 521-552, December.
    26. Cai, Peilin & Kim, Suk-Joong & Wu, Eliza, 2019. "Foreign direct investments from emerging markets: The push-pull effects of sovereign credit ratings," International Review of Financial Analysis, Elsevier, vol. 61(C), pages 110-125.
    27. Iftekhar Hasan & Jong Chool Park & Qiang Wu, 2012. "The Impact of Earnings Predictability on Bank Loan Contracting," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 39(7-8), pages 1068-1101, September.
    28. Tobias Berg & Anthony Saunders & Sascha Steffen, 2016. "The Total Cost of Corporate Borrowing in the Loan Market: Don't Ignore the Fees," Journal of Finance, American Finance Association, vol. 71(3), pages 1357-1392, June.
    29. Darren J. Kisgen & Philip E. Strahan, 2010. "Do Regulations Based on Credit Ratings Affect a Firm's Cost of Capital?," The Review of Financial Studies, Society for Financial Studies, vol. 23(12), pages 4324-4347, December.
    30. Drago, Danilo & Gallo, Raffaele, 2017. "The impact of sovereign rating changes on European syndicated loan spreads: The role of the rating-based regulation," Journal of International Money and Finance, Elsevier, vol. 73(PA), pages 213-231.
    31. Gande, Amar & Parsley, David C., 2005. "News spillovers in the sovereign debt market," Journal of Financial Economics, Elsevier, vol. 75(3), pages 691-734, March.
    32. Amir Sufi, 2009. "The Real Effects of Debt Certification: Evidence from the Introduction of Bank Loan Ratings," The Review of Financial Studies, Society for Financial Studies, vol. 22(4), pages 1659-1691, April.
    33. Ivashina, Victoria, 2009. "Asymmetric information effects on loan spreads," Journal of Financial Economics, Elsevier, vol. 92(2), pages 300-319, May.
    34. Stijn Claessens & Andy Law & Teng Wang, 2018. "How do credit ratings affect bank lending under capital constraints?," BIS Working Papers 747, Bank for International Settlements.
    35. Ivashina, Victoria & Scharfstein, David, 2010. "Bank lending during the financial crisis of 2008," Journal of Financial Economics, Elsevier, vol. 97(3), pages 319-338, September.
    36. Heitor Almeida & Igor Cunha & Miguel A. Ferreira & Felipe Restrepo, 2017. "The Real Effects of Credit Ratings: The Sovereign Ceiling Channel," Journal of Finance, American Finance Association, vol. 72(1), pages 249-290, February.
    37. Ivashina, Victoria & Sun, Zheng, 2011. "Institutional stock trading on loan market information," Journal of Financial Economics, Elsevier, vol. 100(2), pages 284-303, May.
    38. Cornett, Marcia Millon & McNutt, Jamie John & Strahan, Philip E. & Tehranian, Hassan, 2011. "Liquidity risk management and credit supply in the financial crisis," Journal of Financial Economics, Elsevier, vol. 101(2), pages 297-312, August.
    39. Ismailescu, Iuliana & Kazemi, Hossein, 2010. "The reaction of emerging market credit default swap spreads to sovereign credit rating changes," Journal of Banking & Finance, Elsevier, vol. 34(12), pages 2861-2873, December.
    40. von Borstel, Julia & Eickmeier, Sandra & Krippner, Leo, 2016. "The interest rate pass-through in the euro area during the sovereign debt crisis," Journal of International Money and Finance, Elsevier, vol. 68(C), pages 386-402.
    41. Nishant Dass & Massimo Massa, 2011. "The Impact of a Strong Bank-Firm Relationship on the Borrowing Firm," The Review of Financial Studies, Society for Financial Studies, vol. 24(4), pages 1204-1260.
    42. Bo Becker & Victoria Ivashina, 2018. "Financial Repression in the European Sovereign Debt Crisis [Sovereign debt, government myopia and the financial sector]," Review of Finance, European Finance Association, vol. 22(1), pages 83-115.
    43. Daly, Kevin & Batten, Jonathan A. & Mishra, Anil V. & Choudhury, Tonmoy, 2019. "Contagion risk in global banking sector," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 63(C).
    44. Carvalho, Daniel & Ferreira, Miguel A. & Matos, Pedro, 2015. "Lending Relationships and the Effect of Bank Distress: Evidence from the 2007–2009 Financial Crisis," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(6), pages 1165-1197, December.
    45. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    46. Kee‐Hong Bae & Vidhan K. Goyal, 2009. "Creditor Rights, Enforcement, and Bank Loans," Journal of Finance, American Finance Association, vol. 64(2), pages 823-860, April.
    47. Paligorova, Teodora & Santos, João A.C., 2017. "Monetary policy and bank risk-taking: Evidence from the corporate loan market," Journal of Financial Intermediation, Elsevier, vol. 30(C), pages 35-49.
    48. Iyer, Rajkamal & Da-Rocha-Lopes, Samuel & Peydró, José-Luis & Schoar, Antoinette, 2014. "Interbank Liquidity Crunch and the Firm Credit Crunch: Evidence from the 2007-2009 Crisis," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 27(1), pages 347-372.
    49. Ferri, Giovanni & Liu, Li-Gang & Majnoni, Giovanni, 2001. "The role of rating agency assessments in less developed countries: Impact of the proposed Basel guidelines," Journal of Banking & Finance, Elsevier, vol. 25(1), pages 115-148, January.
    50. Bharath, Sreedhar & Dahiya, Sandeep & Saunders, Anthony & Srinivasan, Anand, 2007. "So what do I get? The bank's view of lending relationships," Journal of Financial Economics, Elsevier, vol. 85(2), pages 368-419, August.
    51. Norden, Lars & Weber, Martin, 2004. "Informational efficiency of credit default swap and stock markets: The impact of credit rating announcements," Journal of Banking & Finance, Elsevier, vol. 28(11), pages 2813-2843, November.
    52. Hull, John & Predescu, Mirela & White, Alan, 2004. "The relationship between credit default swap spreads, bond yields, and credit rating announcements," Journal of Banking & Finance, Elsevier, vol. 28(11), pages 2789-2811, November.
    53. repec:zbw:bofrdp:2017_018 is not listed on IDEAS
    54. Kraussl, Roman, 2005. "Do credit rating agencies add to the dynamics of emerging market crises?," Journal of Financial Stability, Elsevier, vol. 1(3), pages 355-385, April.
    55. Gabriel Chodorow-Reich, 2014. "The Employment Effects of Credit Market Disruptions: Firm-level Evidence from the 2008-9 Financial Crisis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 1-59.
    56. Patrick Augustin & Hamid Boustanifar & Johannes Breckenfelder & Jan Schnitzler, 2018. "Sovereign to Corporate Risk Spillovers," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 50(5), pages 857-891, August.
    57. Darren J. Kisgen, 2006. "Credit Ratings and Capital Structure," Journal of Finance, American Finance Association, vol. 61(3), pages 1035-1072, June.
    58. Alsakka, Rasha & ap Gwilym, Owain & Vu, Tuyet Nhung, 2014. "The sovereign-bank rating channel and rating agencies' downgrades during the European debt crisis," Journal of International Money and Finance, Elsevier, vol. 49(PB), pages 235-257.
    59. Manthos D. Delis & Iftekhar Hasan & Nikolaos Mylonidis, 2017. "The Risk‐Taking Channel of Monetary Policy in the U.S.: Evidence from Corporate Loan Data," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 49(1), pages 187-213, February.
    60. Drago, Danilo & Gallo, Raffaele, 2016. "The impact and the spillover effect of a sovereign rating announcement on the euro area CDS market," Journal of International Money and Finance, Elsevier, vol. 67(C), pages 264-286.
    61. João A. C. Santos, 2011. "Bank Corporate Loan Pricing Following the Subprime Crisis," The Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 1916-1943.
    62. Howcroft, Barry & Kara, Alper & Marques-Ibanez, David, 2014. "Determinants of syndicated lending in European banks and the impact of the financial crisis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 32(C), pages 473-490.
    63. Bales, Kyle & Malikane, Christopher, 2020. "The effect of credit ratings on emerging market volatility," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 65(C).
    64. Cai, Jian & Eidam, Frederik & Saunders, Anthony & Steffen, Sascha, 2018. "Syndication, interconnectedness, and systemic risk," Journal of Financial Stability, Elsevier, vol. 34(C), pages 105-120.
    65. repec:zbw:bofrdp:2012_014 is not listed on IDEAS
    66. Kisgen, Darren J., 2009. "Do Firms Target Credit Ratings or Leverage Levels?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(6), pages 1323-1344, December.
    67. Kenneth Kim & Suk Kim, 2019. "International Financial Markets," World Scientific Book Chapters, in: GLOBAL CORPORATE FINANCE A Focused Approach, chapter 9, pages 173-200, World Scientific Publishing Co. Pte. Ltd..
    68. Drago, Danilo & Gallo, Raffaele, 2018. "Do multiple credit ratings affect syndicated loan spreads?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 56(C), pages 1-16.
    69. Hasan, Iftekhar & Hassan, Gazi & Kim, Suk-Joong & Wu, Eliza, 2021. "The real impact of ratings-based capital rules on the finance-growth nexus," International Review of Financial Analysis, Elsevier, vol. 73(C).
    70. Lemmon, Michael & Roberts, Michael R., 2010. "The Response of Corporate Financing and Investment to Changes in the Supply of Credit," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(3), pages 555-587, June.
    71. Manuel Adelino & Miguel A. Ferreira, 2016. "Bank Ratings and Lending Supply: Evidence from Sovereign Downgrades," The Review of Financial Studies, Society for Financial Studies, vol. 29(7), pages 1709-1746.
    72. Marian Micu & Eli M Remolona & Philip D. Wooldridge, 2006. "The price impact of rating announcements: which announcements matter?," BIS Working Papers 207, Bank for International Settlements.
    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. Yu, Baojun & Li, Changming & Mirza, Nawazish & Umar, Muhammad, 2022. "Forecasting credit ratings of decarbonized firms: Comparative assessment of machine learning models," Technological Forecasting and Social Change, Elsevier, vol. 174(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. Hasan, Iftekhar & Kim, Suk-Joong & Politsidis, Panagiotis & Wu, Eliza, 2020. "Syndicated bank lending and rating downgrades: Do sovereign ceiling policies really matter?," MPRA Paper 102941, University Library of Munich, Germany.
    2. Drago, Danilo & Gallo, Raffaele, 2017. "The impact of sovereign rating changes on European syndicated loan spreads: The role of the rating-based regulation," Journal of International Money and Finance, Elsevier, vol. 73(PA), pages 213-231.
    3. Drago, Danilo & Gallo, Raffaele, 2017. "The impact of sovereign rating changes on the activity of European banks," Journal of Banking & Finance, Elsevier, vol. 85(C), pages 99-112.
    4. Hasan, Iftekhar & Politsidis, Panagiotis & Sharma, Zenu, 2020. "Bank lending during the COVID-19 pandemic," MPRA Paper 103565, University Library of Munich, Germany.
    5. Hasan, Iftekhar & Politsidis, Panagiotis N. & Sharma, Zenu, 2021. "Global syndicated lending during the COVID-19 pandemic," Journal of Banking & Finance, Elsevier, vol. 133(C).
    6. Ambrocio, Gene & Gu, Xian & Hasan, Iftekhar & Politsidis, Panagiotis N., 2022. "The diplomacy discount in global syndicated loans," Journal of International Money and Finance, Elsevier, vol. 120(C).
    7. Drago, Danilo & Gallo, Raffaele, 2016. "The impact and the spillover effect of a sovereign rating announcement on the euro area CDS market," Journal of International Money and Finance, Elsevier, vol. 67(C), pages 264-286.
    8. Delis, Manthos & Politsidis, Panagiotis & Sarno, Lucio, 2018. "Foreign currency lending," MPRA Paper 88197, University Library of Munich, Germany.
    9. Drago, Danilo & Gallo, Raffaele, 2018. "Do multiple credit ratings affect syndicated loan spreads?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 56(C), pages 1-16.
    10. Delis, Manthos D. & Kim, Suk-Joong & Politsidis, Panagiotis N. & Wu, Eliza, 2021. "Regulators vs. markets: Are lending terms influenced by different perceptions of bank risk?," Journal of Banking & Finance, Elsevier, vol. 122(C).
    11. Delis, Manthos & Kim, Suk-Joong & Politsidis, Panagiotis & Wu, Eliza, 2020. "Regulators vs. markets: Do differences in their bank risk perceptions affect lending terms?," MPRA Paper 98548, University Library of Munich, Germany.
    12. Acharya, Viral V. & Imbierowicz, Björn & Steffen, Sascha & Teichmann, Daniel, 2020. "Does the lack of financial stability impair the transmission of monetary policy?," Journal of Financial Economics, Elsevier, vol. 138(2), pages 342-365.
    13. To, Thomas Y. & Wu, Eliza & Zhang, Lambert, 2022. "Mind the sovereign ceiling on corporate performance," Journal of Corporate Finance, Elsevier, vol. 75(C).
    14. Fathi Nakai & Tarek Chebbi, 2023. "The informational content of sovereign credit rating: another look," Journal of Asset Management, Palgrave Macmillan, vol. 24(5), pages 353-373, September.
    15. Sahibzada, Irfan Ullah & Rizwan, Muhammad Suhail & Qureshi, Anum, 2022. "Impact of sovereign credit ratings on systemic risk and the moderating role of regulatory reforms: An international investigation," Journal of Banking & Finance, Elsevier, vol. 145(C).
    16. Delis, Manthos D. & Politsidis, Panagiotis N. & Sarno, Lucio, 2022. "The cost of foreign-currency lending," Journal of Banking & Finance, Elsevier, vol. 136(C).
    17. Tobias Berg & Daniel Streitz & Michael Wedow, 2015. "Real Effects of Securitization," BAFFI CAREFIN Working Papers 1514, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    18. Delis, Manthos D. & Iosifidi, Maria & Mylonidis, Nikolaos, 2021. "Industry heterogeneity in the risk-taking channel," Economic Modelling, Elsevier, vol. 104(C).
    19. Galina Hale & Tümer Kapan & Camelia Minoiu & Philip Strahan, 2020. "Shock Transmission Through Cross-Border Bank Lending: Credit and Real Effects," The Review of Financial Studies, Society for Financial Studies, vol. 33(10), pages 4839-4882.
    20. Kiesel, Florian, 2016. "The effect of credit and rating events on credit default swap and equity markets," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 81265, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).

    More about this item

    Keywords

    corporate credit ratings; cost of credit; rating-contingent regulation; capital requirements; Basel II;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

    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:pra:mprapa:102796. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.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.