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Did Mergers Help Japanese Mega-Banks Avoid Failure? Analysis of the Distance to Default of Banks

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  • Kimie Harada
  • Takatoshi Ito

Abstract

In the late 1990s, several large Japanese banks failed for the first time in its postwar history. As the financial environment was deteriorating further, several remaining banks decided to merge among themselves, presumably, to make their operations more efficient to avoid failures. This paper defines, calculates and analyzes the distance to default (DD), a concept of credit risk in corporate finance, of Japanese large banks. The DD helps us to answer a question whether mergers in the late 1990s and 2000s made the merged banks financially more robust as intended. The novelty of the paper is to develop a method of analyzing the DD for banks that experience a merger, and to apply the method to the Japanese banking data. Our findings include: (1) A merged bank fundamentally inherits financial soundness of pre-merged banks, without adding special value from the merger. A merger of sound (unsound) banks produced a sound (unsound, respectively) merged financial institution; and (2) In some cases, a merged bank experienced a negative DD right after the merger. The findings are consistent with a view that a primary objective of a merger was to take advantage of the perceived too-big-to-fail policy, rather than to pursue a radical reform. Another interpretation is that mergers with intention of enhancing efficiency resulted in failed implementation of true operational efficiency, such as quick integration of computer operation systems and elimination of duplicating branches.

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  • Kimie Harada & Takatoshi Ito, 2008. "Did Mergers Help Japanese Mega-Banks Avoid Failure? Analysis of the Distance to Default of Banks," NBER Working Papers 14518, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:14518
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    5. George Halkos & Roman Matousek & Nickolaos Tzeremes, 2016. "Pre-evaluating technical efficiency gains from possible mergers and acquisitions: evidence from Japanese regional banks," Review of Quantitative Finance and Accounting, Springer, vol. 46(1), pages 47-77, January.
    6. Asish Saha & Nor Hayati Ahmad & Lim Hick Eam & Siew Goh Yeok, 2019. "Assessing Bank Stability in Malaysia in the Framework of Distance to Default," Asian Academy of Management Journal of Accounting and Finance (AAMJAF), Penerbit Universiti Sains Malaysia, vol. 15(2), pages 1-27.
    7. Kimie Harada & Takatoshi Ito & Shuhei Takahashi, 2010. "Is the Distance to Default a Good Measure in Predicting Bank Failures? Case Studies," NBER Working Papers 16182, National Bureau of Economic Research, Inc.
    8. Saldías, Martín, 2013. "Systemic risk analysis using forward-looking Distance-to-Default series," Journal of Financial Stability, Elsevier, vol. 9(4), pages 498-517.
    9. Nakashima, Kiyotaka, 2016. "An econometric evaluation of bank recapitalization programs with bank- and loan-level data," Journal of Banking & Finance, Elsevier, vol. 63(C), pages 1-24.
    10. Kobayashi, Ayami & Bremer, Marc, 2022. "Lessons from mergers and acquisitions of regional banks in Japan: What does the stock market think?," Journal of the Japanese and International Economies, Elsevier, vol. 64(C).
    11. Singh, Manish K. & Gómez-Puig, Marta & Sosvilla-Rivero, Simón, 2015. "Bank risk behavior and connectedness in EMU countries," Journal of International Money and Finance, Elsevier, vol. 57(C), pages 161-184.
    12. Besstremyannaya, Galina, 2017. "Heterogeneous effect of the global financial crisis and the Great East Japan Earthquake on costs of Japanese banks," Journal of Empirical Finance, Elsevier, vol. 42(C), pages 66-89.
    13. Saldías, Martín, 2013. "Systemic risk analysis using forward-looking Distance-to-Default series," Journal of Financial Stability, Elsevier, vol. 9(4), pages 498-517.
    14. Ion Lapteacru, 2016. "Income and funding structures, banking regulation and bank risk-taking: The role of ownership in Central and Eastern European banks," Working Papers hal-01301825, HAL.
    15. Marta Gómez-Puig & Simón Sosvilla-Rivero & Manish K. Singh, 2018. "“Incorporating creditors' seniority into contingent claim models:Application to peripheral euro area countries”," IREA Working Papers 201803, University of Barcelona, Research Institute of Applied Economics, revised Feb 2018.
    16. Martín Saldías, 2012. "Systemic risk analysis and option-based theory and information," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.
    17. Uesugi, Iichiro & Hiraga, Kazuki & Manabe, Masashi & Yoshino, Naoyuki, 2022. "Measuring concentration in the Japanese loan and deposit markets," Japan and the World Economy, Elsevier, vol. 63(C).
    18. Harada, Kimie & Ito, Takatoshi & Takahashi, Shuhei, 2013. "Is the Distance to Default a good measure in predicting bank failures? A case study of Japanese major banks," Japan and the World Economy, Elsevier, vol. 27(C), pages 70-82.
    19. Heather Montgomery & Yuki Takahashi, 2018. "Effect of Bank Mergers on Client Firms: Evidence from the Credit Supply Channel," The Japanese Economic Review, Springer, vol. 69(4), pages 438-449, December.
    20. Mamatzakis, Emmanuel & Matousek, Roman & Vu, Anh Nguyet, 2016. "What is the impact of bankrupt and restructured loans on Japanese bank efficiency?," Journal of Banking & Finance, Elsevier, vol. 72(S), pages 187-202.
    21. George E. Halkos & Roman Matousek & Nickolaos G. Tzeremes, 2016. "Pre-evaluating technical efficiency gains from possible mergers and acquisitions: evidence from Japanese regional banks," Review of Quantitative Finance and Accounting, Springer, vol. 46(1), pages 47-77, January.
    22. Dibooglu, Sel & Cevik, Emrah I. & Tamimi, Hussein A. Hassan Al, 2022. "Credit default risk in Islamic and conventional banks: Evidence from a GARCH option pricing model," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 396-411.
    23. Nizar, Muhammad Afdi, 2016. "Penguatan Perbankan Syari’ah melalui Merger atau Konsolidasi [Strengthening Sharia Banking through Merger or Consolidation]," MPRA Paper 97964, University Library of Munich, Germany.
    24. Manish K. Singh & Marta Gómez-Puig & Simón Sosvilla-Rivero, 2014. "Forward looking banking stress in EMU countries," Working Papers 14-10, Asociación Española de Economía y Finanzas Internacionales.
    25. Tonmoy Choudhury & Simone Scagnelli & Jaime Yong & Zhaoyong Zhang, 2021. "Non-Traditional Systemic Risk Contagion within the Chinese Banking Industry," Sustainability, MDPI, vol. 13(14), pages 1-16, July.

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    JEL classification:

    • G19 - Financial Economics - - General Financial Markets - - - Other
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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