IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v28y2011i1p138-146.html
   My bibliography  Save this article

Banking distress in MENA countries and the role of mergers as a strategic policy to resolve distress

Author

Listed:
  • Sahut, Jean-Michel
  • Mili, Mehdi

Abstract

This paper studies banking distress in MENA countries and considers the extent to which mergers are used as a solution for resolving individual banking distress. We use a two-level nested logit model to model the interdependence between merger decisions and the distressed state of banks. Both bank-specific variables and macroeconomic variables are deployed to predict banking distress. In line with other recent papers, we challenge the view that specific bank indicators such as CAMEL category and bank size are more significant determinants of banking distress than macroeconomic variables. A comparison of model fits and out-of-sample forecasts indicates that the unordered NL model statistically outperforms a standard logit model by substantial margins. Our empirical study shows that 67% of the distressed banks in our sample are involved in merger transactions and that weak financial status systematically increases the likelihood of a bank being involved in a merger. Distressed state-owned banks are less likely to be a target of a merger transaction. However, global economic conditions do not significantly affect the decision of distressed banks to initiate a merger policy.

Suggested Citation

  • Sahut, Jean-Michel & Mili, Mehdi, 2011. "Banking distress in MENA countries and the role of mergers as a strategic policy to resolve distress," Economic Modelling, Elsevier, vol. 28(1), pages 138-146.
  • Handle: RePEc:eee:ecmode:v:28:y:2011:i:1:p:138-146
    DOI: 10.1016/j.econmod.2010.09.017
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S026499931000194X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econmod.2010.09.017?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Tito Cordella & Eduardo Levy Yeyati, 1998. "Public Disclosure and Bank Failures," IMF Staff Papers, Palgrave Macmillan, vol. 45(1), pages 110-131, March.
    2. Cole, Rebel A. & Gunther, Jeffery W., 1995. "Separating the likelihood and timing of bank failure," Journal of Banking & Finance, Elsevier, vol. 19(6), pages 1073-1089, September.
    3. Sinkey, Joseph F, Jr, 1975. "A Multivariate Statistical Analysis of the Characteristics of Problem Banks," Journal of Finance, American Finance Association, vol. 30(1), pages 21-36, March.
    4. Morris Goldstein & Graciela Kaminsky & Carmen Reinhart, 2017. "Methodology and Empirical Results," World Scientific Book Chapters, in: TRADE CURRENCIES AND FINANCE, chapter 11, pages 397-436, World Scientific Publishing Co. Pte. Ltd..
    5. Nakane, Marcio I. & Weintraub, Daniela B., 2005. "Bank privatization and productivity: Evidence for Brazil," Journal of Banking & Finance, Elsevier, vol. 29(8-9), pages 2259-2289, August.
    6. Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
    7. Wheelock, David C & Wilson, Paul W, 1995. "Explaining Bank Failures: Deposit Insurance, Regulation, and Efficiency," The Review of Economics and Statistics, MIT Press, vol. 77(4), pages 689-700, November.
    8. Laeven,Luc A., 1999. "Risk and efficiency in East Asian banks," Policy Research Working Paper Series 2255, The World Bank.
    9. Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
    10. Stavros Peristiani, 1993. "The effect of mergers on bank performance," Research Paper 9313, Federal Reserve Bank of New York.
    11. Brenda González-Hermosillo & Ceyla Pazarbaşioğlu & Robert Billings, 1997. "Determinants of Banking System Fragility: A Case Study of Mexico," IMF Staff Papers, Palgrave Macmillan, vol. 44(3), pages 295-314, September.
    12. Ms. Brenda Gonzalez-Hermosillo, 1999. "Determinants of Ex-Ante Banking System Distress: A Macro-Micro Empirical Exploration of Some Recent Episodes," IMF Working Papers 1999/033, International Monetary Fund.
    13. Gorton, Gary, 1988. "Banking Panics and Business Cycles," Oxford Economic Papers, Oxford University Press, vol. 40(4), pages 751-781, December.
    14. Corsetti, Giancarlo & Pesenti, Paolo & Roubini, Nouriel, 1999. "What caused the Asian currency and financial crisis?," Japan and the World Economy, Elsevier, vol. 11(3), pages 305-373, October.
    15. Martin, Daniel, 1977. "Early warning of bank failure : A logit regression approach," Journal of Banking & Finance, Elsevier, vol. 1(3), pages 249-276, November.
    16. Kolari, James & Glennon, Dennis & Shin, Hwan & Caputo, Michele, 2002. "Predicting large US commercial bank failures," Journal of Economics and Business, Elsevier, vol. 54(4), pages 361-387.
    17. Pettway, Richard H & Sinkey, Joseph F, Jr, 1980. "Establishing On-Site Bank Examination Priorities: An Early-Warning System Using Accounting and Market Information," Journal of Finance, American Finance Association, vol. 35(1), pages 137-150, March.
    18. James H. Stock & Mark W. Watson, 2005. "Understanding Changes In International Business Cycle Dynamics," Journal of the European Economic Association, MIT Press, vol. 3(5), pages 968-1006, September.
    19. Allen N. Berger & David B. Humphrey, 1992. "Megamergers in banking and the use of cost efficiency as an antitrust defense," Finance and Economics Discussion Series 203, Board of Governors of the Federal Reserve System (U.S.).
    20. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521747387.
    21. Paola Bongini & Stijn Claessens & Giovanni Ferri, 2001. "The Political Economy of Distress in East Asian Financial Institutions," Journal of Financial Services Research, Springer;Western Finance Association, vol. 19(1), pages 5-25, February.
    22. Molina, Carlos A., 2002. "Predicting bank failures using a hazard model: the Venezuelan banking crisis," Emerging Markets Review, Elsevier, vol. 3(1), pages 31-50, March.
    23. Altman, Edward I., 1977. "Predicting performance in the savings and loan association industry," Journal of Monetary Economics, Elsevier, vol. 3(4), pages 443-466, October.
    24. Giancarlo Corsetti & Paolo Pesenti & Nouriel Roubini, 1998. "What Caused the Asian Currency and Financial Crisis? Part I: A Macroeconomic Overview," NBER Working Papers 6833, National Bureau of Economic Research, Inc.
    25. Gary Whalen, 1991. "A proportional hazards model of bank failure: an examination of its usefulness as an early warning tool," Economic Review, Federal Reserve Bank of Cleveland, vol. 27(Q I), pages 21-31.
    26. Hadlock, Charles & Houston, Joel & Ryngaert, Michael, 1999. "The role of managerial incentives in bank acquisitions," Journal of Banking & Finance, Elsevier, vol. 23(2-4), pages 221-249, February.
    27. Bliss, Richard T. & Rosen, Richard J., 2001. "CEO compensation and bank mergers," Journal of Financial Economics, Elsevier, vol. 61(1), pages 107-138, July.
    28. Giancarlo Corsetti & Paolo Pesenti & Nouriel Roubini, 1998. "What Caused the Asian Currency and Financial Crisis? Part II: The Policy Debate," NBER Working Papers 6834, National Bureau of Economic Research, Inc.
    29. De Graeve, Ferre & Kick, Thomas, 2008. "Monetary policy and bank distress: an integrated micro-macro approach," Discussion Paper Series 2: Banking and Financial Studies 2008,03, Deutsche Bundesbank.
    30. Steven Radelet & Jeffrey Sachs, 1998. "The Onset of the East Asian Financial Crisis," NBER Working Papers 6680, National Bureau of Economic Research, Inc.
    31. Demirguc-Kunt, Asli & Detragiache, Enrica, 1999. "Monitoring banking sector fragility : a multivariate logit approach with an application to the 1996-97 banking crises," Policy Research Working Paper Series 2085, The World Bank.
    32. Meyer, Paul A & Pifer, Howard W, 1970. "Prediction of Bank Failures," Journal of Finance, American Finance Association, vol. 25(4), pages 853-868, September.
    33. Arena, Marco, 2008. "Bank failures and bank fundamentals: A comparative analysis of Latin America and East Asia during the nineties using bank-level data," Journal of Banking & Finance, Elsevier, vol. 32(2), pages 299-310, February.
    34. Steven Radelet & Jeffrey D. Sachs, 1998. "The East Asian Financial Crisis: Diagnosis, Remedies, Prospects," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 29(1), pages 1-90.
    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. Musdholifah Musdholifah & Ulil Hartono, 2017. "Assesing Early Warning System Model for Banking Crisis in ASEAN Countries," International Journal of Economics and Financial Issues, Econjournals, vol. 7(4), pages 358-364.
    2. Imad Bou-Hamad & Abdel Latef Anouze & Denis Larocque, 2017. "An integrated approach of data envelopment analysis and boosted generalized linear mixed models for efficiency assessment," Annals of Operations Research, Springer, vol. 253(1), pages 77-95, June.
    3. Keffala, Mohamed Rochdi, 2021. "“How using derivative instruments and purposes affects performance of Islamic banks? Evidence from CAMELS approach”," Global Finance Journal, Elsevier, vol. 50(C).
    4. Pompella Maurizio & Dicanio Antonio, 2016. "Bank Vulnerability and Financial Soundness Testing: The Bank Resilience Index," Ekonomika (Economics), Sciendo, vol. 95(3), pages 52-63, December.
    5. Ledhem, Mohammed Ayoub & Mekidiche, Mohammed, 2020. "Economic growth and financial performance of Islamic banks: a CAMELS approach," Islamic Economic Studies, The Islamic Research and Training Institute (IRTI), vol. 28, pages 47-62.
    6. Li, Hui & Hong, Lu-Yao & He, Jia-Xun & Xu, Xuan-Guo & Sun, Jie, 2013. "Small sample-oriented case-based kernel predictive modeling and its economic forecasting applications under n-splits-k-times hold-out assessment," Economic Modelling, Elsevier, vol. 33(C), pages 747-761.
    7. Maghyereh, Aktham I. & Awartani, Basel, 2014. "Bank distress prediction: Empirical evidence from the Gulf Cooperation Council countries," Research in International Business and Finance, Elsevier, vol. 30(C), pages 126-147.
    8. Pompella, Maurizio & Dicanio, Antonio, 2017. "Ratings based Inference and Credit Risk: Detecting likely-to-fail Banks with the PC-Mahalanobis Method," Economic Modelling, Elsevier, vol. 67(C), pages 34-44.
    9. Zhao, Jinsong & Li, Xinghao & Yu, Chin-Hsien & Chen, Shi & Lee, Chi-Chuan, 2022. "Riding the FinTech innovation wave: FinTech, patents and bank performance," Journal of International Money and Finance, Elsevier, vol. 122(C).
    10. Kawsar Jahan & Mohammod Akbar Kabir & Farjana Nur Saima & Md. Nasim Adnan, 2019. "Financial Crises in State Owned and Private Commercial Banks in Bangladesh: A Comparative Analysis," Business and Economic Research, Macrothink Institute, vol. 9(2), pages 146-159, June.
    11. Yulita Wulandari & Musdholifah & Suhal Kusairi, 2017. "The Impact of Macroeconomic and Internal Factors on Banking Distress," International Journal of Economics and Financial Issues, Econjournals, vol. 7(3), pages 429-436.
    12. Akhter, Selim & Daly, Kevin, 2017. "Contagion risk for Australian banks from global systemically important banks: Evidence from extreme events," Economic Modelling, Elsevier, vol. 63(C), pages 191-205.
    13. ElBannan, Mona A., 2021. "On the prediction of financial distress in emerging markets: What matters more? Empirical evidence from Arab spring countries," Emerging Markets Review, Elsevier, vol. 47(C).
    14. Abdel Latef Anouze & Imad Bou-Hamad, 2021. "Inefficiency source tracking: evidence from data envelopment analysis and random forests," Annals of Operations Research, Springer, vol. 306(1), pages 273-293, November.
    15. Emiliano Brancaccio & Raffaele Giammetti & Milena Lopreite & Michelangelo Puliga, 2023. "Convergence in solvency and capital centralization: A B‐VAR analysis for high‐income and euro area countries," Metroeconomica, Wiley Blackwell, vol. 74(1), pages 40-73, February.
    16. Jyh-Jiuan Lin & Chuen-Ping Chang & Shi Chen, 2018. "How Does Distress Acquisition Incentivized by Government Purchases of Distressed Loans Affect Bank Default Risk?," Risks, MDPI, vol. 6(2), pages 1-16, April.
    17. Mohamed Rochdi Keffala, 2018. "Analyzing the effect of derivatives on the financial soundness of commercial banks in Italy: An approach based on the CAMELS framework," Review of Financial Economics, John Wiley & Sons, vol. 36(3), pages 267-283, July.
    18. Damilola Oyetade & Adefemi A. Obalade & Paul-Francois Muzindutsi, 2022. "The Impact of Changes in Basel Capital Requirements on the Resilience of African Commercial Banks," Scientific Annals of Economics and Business (continues Analele Stiintifice), Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, vol. 69(1), pages 111-132, January.

    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. Arena, Marco, 2008. "Bank failures and bank fundamentals: A comparative analysis of Latin America and East Asia during the nineties using bank-level data," Journal of Banking & Finance, Elsevier, vol. 32(2), pages 299-310, February.
    2. Paola Bongini & Stijn Claessens & Giovanni Ferri, 2001. "The Political Economy of Distress in East Asian Financial Institutions," Journal of Financial Services Research, Springer;Western Finance Association, vol. 19(1), pages 5-25, February.
    3. Bongini, Paola & Laeven, Luc & Majnoni, Giovanni, 2002. "How good is the market at assessing bank fragility? A horse race between different indicators," Journal of Banking & Finance, Elsevier, vol. 26(5), pages 1011-1028, May.
    4. Papanikolaou, Nikolaos I., 2018. "To be bailed out or to be left to fail? A dynamic competing risks hazard analysis," Journal of Financial Stability, Elsevier, vol. 34(C), pages 61-85.
    5. Fungáčová, Zuzana & Turk-Ariss, Rima & Weill, Laurent, 2013. "Does excessive liquidity creation trigger bank failures?," BOFIT Discussion Papers 2/2013, Bank of Finland, Institute for Economies in Transition.
    6. Zuzana Fungacova & Ms. Rima A Turk & Laurent Weill, 2015. "High Liquidity Creation and Bank Failures: Do They Behave Differently?," IMF Working Papers 2015/103, International Monetary Fund.
    7. repec:zbw:bofitp:2013_002 is not listed on IDEAS
    8. Fazelina Sahul Hamid, 2013. "The Effect of Reliance on International Funding on Banking Fragility: Evidence from East Asia," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 7(1), pages 29-60, February.
    9. Pierluigi Bologna, 2015. "Structural Funding and Bank Failures," Journal of Financial Services Research, Springer;Western Finance Association, vol. 47(1), pages 81-113, February.
    10. Maghyereh, Aktham I. & Awartani, Basel, 2014. "Bank distress prediction: Empirical evidence from the Gulf Cooperation Council countries," Research in International Business and Finance, Elsevier, vol. 30(C), pages 126-147.
    11. Fungáčová, Zuzana & Turk-Ariss, Rima & Weill, Laurent, 2013. "Does excessive liquidity creation trigger bank failures?," BOFIT Discussion Papers 2/2013, Bank of Finland Institute for Emerging Economies (BOFIT).
    12. Lin, Ching-Chung & Yang, Shou-Lin, 2016. "Bank fundamentals, economic conditions, and bank failures in East Asian countries," Economic Modelling, Elsevier, vol. 52(PB), pages 960-966.
    13. Fungacova, Zuzana & Turk, Rima & Weill, Laurent, 2021. "High liquidity creation and bank failures," Journal of Financial Stability, Elsevier, vol. 57(C).
    14. Pavlos Almanidis & Robin C. Sickles, 2016. "Banking Crises, Early Warning Models, and Efficiency," International Series in Operations Research & Management Science, in: Juan Aparicio & C. A. Knox Lovell & Jesus T. Pastor (ed.), Advances in Efficiency and Productivity, chapter 0, pages 331-364, Springer.
    15. F. Gulcin Ozkan, 2005. "Currency and Financial Crises in Turkey 2000 –2001: Bad Fundamentals or Bad Luck?," The World Economy, Wiley Blackwell, vol. 28(4), pages 541-572, April.
    16. Polsiri, Piruna & Jiraporn, Pornsit, 2012. "Political connections, ownership structure, and financial institution failure," Journal of Multinational Financial Management, Elsevier, vol. 22(1), pages 39-53.
    17. Koresh Galil & Margalit Samuel & Offer Moshe Shapir & Wolf Wagner, 2023. "Bailouts and the modeling of bank distress," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 46(1), pages 7-30, February.
    18. Tuomas Komulainen & ) & Johanna Lukkarila, 2003. "What drives financial crises in emerging markets?," Macroeconomics 0304010, University Library of Munich, Germany.
    19. Mare, Davide Salvatore, 2015. "Contribution of macroeconomic factors to the prediction of small bank failures," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 39(C), pages 25-39.
    20. Cole, Rebel A. & Wu, Qiongbing, 2009. "Is hazard or probit more accurate in predicting financial distress? Evidence from U.S. bank failures," MPRA Paper 24688, University Library of Munich, Germany, revised 01 Aug 2010.
    21. Pierluigi Bologna, 2011. "Is there a role for funding in explaining recent US bank failures?," Questioni di Economia e Finanza (Occasional Papers) 103, Bank of Italy, Economic Research and International Relations Area.

    More about this item

    Keywords

    Nested logit; Banking distress; Bank mergers; CAMEL rating; Financial stability;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation
    • G35 - Financial Economics - - Corporate Finance and Governance - - - Payout Policy
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation

    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:eee:ecmode:v:28:y:2011:i:1:p:138-146. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30411 .

    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.