IDEAS home Printed from https://ideas.repec.org/a/kap/rqfnac/v46y2016i1p47-77.html
   My bibliography  Save this article

Pre-evaluating technical efficiency gains from possible mergers and acquisitions: evidence from Japanese regional banks

Author

Listed:
  • George Halkos
  • Roman Matousek
  • Nickolaos Tzeremes

Abstract

This study focuses on bank mergers and acquisitions (M&As) and applies a DEA based procedure that allows us to pre-evaluate technical efficiency gains from possible M&As in the Japanese regional banking sector. This approach provides a strategic tool for policy-makers to pre-evaluate possible M&As decisions based on performance criteria that are measured in terms of technical efficiency gains. The results clearly show that possible M&As formed by the smaller banks performed better compared with the possible M&As formed by the larger banks. Moreover, our findings imply that small regional banks will have possible efficiency gains when they merge with neighboring banks, whereas larger banks appear to have efficiency gains from merging with distant banks. Copyright Springer Science+Business Media New York 2016

Suggested Citation

  • 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.
    • Handle: RePEc:kap:rqfnac:v:46:y:2016:i:1:p:47-77
    DOI: 10.1007/s11156-014-0461-5
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s11156-014-0461-5
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s11156-014-0461-5?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Joe Peek & Eric S. Rosengren, 2005. "Unnatural Selection: Perverse Incentives and the Misallocation of Credit in Japan," American Economic Review, American Economic Association, vol. 95(4), pages 1144-1166, September.
    2. Altunbas, Yener & Marqués, David, 2008. "Mergers and acquisitions and bank performance in Europe: The role of strategic similarities," Journal of Economics and Business, Elsevier, vol. 60(3), pages 204-222.
    3. Diaz, Belen Diaz & Olalla, Myriam Garcia & Azofra, Sergio Sanfilippo, 2004. "Bank acquisitions and performance: evidence from a panel of European credit entities," Journal of Economics and Business, Elsevier, vol. 56(5), pages 377-404.
    4. Ricardo J. Caballero & Takeo Hoshi & Anil K. Kashyap, 2008. "Zombie Lending and Depressed Restructuring in Japan," American Economic Review, American Economic Association, vol. 98(5), pages 1943-1977, December.
    5. Onji, Kazuki & Vera, David & Corbett, Jenny, 2012. "Capital injection, restructuring targets and personnel management: The case of Japanese regional banks," Journal of the Japanese and International Economies, Elsevier, vol. 26(4), pages 495-517.
    6. Léopold Simar & Paul W. Wilson, 1998. "Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models," Management Science, INFORMS, vol. 44(1), pages 49-61, January.
    7. Peter Hall & Jeff Racine & Qi Li, 2004. "Cross-Validation and the Estimation of Conditional Probability Densities," Journal of the American Statistical Association, American Statistical Association, vol. 99, pages 1015-1026, December.
    8. Aggarwal, Raj & Dow, Sandra M., 2012. "Dividends and strength of Japanese business group affiliation," Journal of Economics and Business, Elsevier, vol. 64(3), pages 214-230.
    9. Hirota, Shin'ichi & Tsutsui, Yoshiro, 1999. "Do banks diversify portfolio risk? A test of the risk-cost hypothesis," Japan and the World Economy, Elsevier, vol. 11(1), pages 29-39, January.
    10. Léopold Simar & Paul Wilson, 2011. "Two-stage DEA: caveat emptor," Journal of Productivity Analysis, Springer, vol. 36(2), pages 205-218, October.
    11. Jamal Al-Khasawneh, 2013. "Pairwise X-efficiency combinations of merging banks: analysis of the fifth merger wave," Review of Quantitative Finance and Accounting, Springer, vol. 41(1), pages 1-28, July.
    12. Drake, Leigh & Hall, Maximilian J.B. & Simper, Richard, 2009. "Bank modelling methodologies: A comparative non-parametric analysis of efficiency in the Japanese banking sector," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 19(1), pages 1-15, February.
    13. Simar, Léopold & Vanhems, Anne & Wilson, Paul W., 2012. "Statistical inference for DEA estimators of directional distances," European Journal of Operational Research, Elsevier, vol. 220(3), pages 853-864.
    14. Montgomery, Heather & Shimizutani, Satoshi, 2009. "The effectiveness of bank recapitalization policies in Japan," Japan and the World Economy, Elsevier, vol. 21(1), pages 1-25, January.
    15. Alois Kneip & Léopold Simar & Paul Wilson, 2011. "A Computationally Efficient, Consistent Bootstrap for Inference with Non-parametric DEA Estimators," Computational Economics, Springer;Society for Computational Economics, vol. 38(4), pages 483-515, November.
    16. Kneip, Alois & Simar, Léopold & Wilson, Paul W., 2008. "Asymptotics And Consistent Bootstraps For Dea Estimators In Nonparametric Frontier Models," Econometric Theory, Cambridge University Press, vol. 24(6), pages 1663-1697, December.
    17. Fukuyama, Hirofumi & Weber, William L., 2010. "A slacks-based inefficiency measure for a two-stage system with bad outputs," Omega, Elsevier, vol. 38(5), pages 398-409, October.
    18. Berger, Allen N. & Humphrey, David B., 1997. "Efficiency of financial institutions: International survey and directions for future research," European Journal of Operational Research, Elsevier, vol. 98(2), pages 175-212, April.
    19. H.P. Huizinga & J.H.M. Nelissen & R. Vander Vennet, 2001. "Efficiency Effects of Bank Mergers and Acquisitions," Tinbergen Institute Discussion Papers 01-088/3, Tinbergen Institute.
    20. Kaoru Hosono & Koji Sakai & Kotaro Tsuru, 2009. "Consolidation of Banks in Japan: Causes and Consequences," NBER Chapters, in: Financial Sector Development in the Pacific Rim, pages 265-309, National Bureau of Economic Research, Inc.
    21. Mitsuhiro Fukao, 2003. "Financial Sector Profitability and Double-Gearing," NBER Chapters, in: Structural Impediments to Growth in Japan, pages 9-36, National Bureau of Economic Research, Inc.
    22. Douglas D. Evanoff & Evren Ors, 2008. "The Competitive Dynamics of Geographic Deregulation in Banking: Implications for Productive Efficiency," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(5), pages 897-928, August.
    23. Matutes, Carmen & Padilla, A. Jorge, 1994. "Shared ATM networks and banking competition," European Economic Review, Elsevier, vol. 38(5), pages 1113-1138, May.
    24. Elena Beccalli & Pascal Frantz, 2009. "M&A Operations and Performance in Banking," Journal of Financial Services Research, Springer;Western Finance Association, vol. 36(2), pages 203-226, December.
    25. Amel, Dean & Barnes, Colleen & Panetta, Fabio & Salleo, Carmelo, 2004. "Consolidation and efficiency in the financial sector: A review of the international evidence," Journal of Banking & Finance, Elsevier, vol. 28(10), pages 2493-2519, October.
    26. Kneip, Alois & Park, Byeong U. & Simar, Léopold, 1998. "A Note On The Convergence Of Nonparametric Dea Estimators For Production Efficiency Scores," Econometric Theory, Cambridge University Press, vol. 14(6), pages 783-793, December.
    27. Takeo Hoshi, 2006. "Economics Of The Living Dead," The Japanese Economic Review, Japanese Economic Association, vol. 57(1), pages 30-49, March.
    28. Ben Craig & Valeriya Dinger, 2009. "Bank Mergers and the Dynamics of Deposit Interest Rates," Journal of Financial Services Research, Springer;Western Finance Association, vol. 36(2), pages 111-133, December.
    29. Dongyun Lin & James Barth & John Jahera & Keven Yost, 2013. "Cross-Border Bank Mergers and Acquisitions: What Factors Pull and Push Banks Together?," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 16(04), pages 1-23.
    30. Kashyap, Anil K, 1999. "What should regulators do about merger policy?," Journal of Banking & Finance, Elsevier, vol. 23(2-4), pages 623-627, February.
    31. Muliaman Hadad & Maximilian Hall & Karligash Kenjegalieva & Wimboh Santoso & Richard Simper, 2011. "Banking efficiency and stock market performance: an analysis of listed Indonesian banks," Review of Quantitative Finance and Accounting, Springer, vol. 37(1), pages 1-20, July.
    32. Manuel Illueca & José Pastor & Emili Tortosa-Ausina, 2009. "The effects of geographic expansion on the productivity of Spanish savings banks," Journal of Productivity Analysis, Springer, vol. 32(2), pages 119-143, October.
    33. Racine, Jeffrey S., 2008. "Nonparametric Econometrics: A Primer," Foundations and Trends(R) in Econometrics, now publishers, vol. 3(1), pages 1-88, March.
    34. Rolf Färe & Hirofumi Fukuyama & William L. Weber, 2010. "A Mergers and Acquisitions Index in Data Envelopment Analysis: An Application to Japanese Shinkin Banks in Kyushu," International Journal of Information Systems and Social Change (IJISSC), IGI Global, vol. 1(2), pages 1-18, April.
    35. Hans Degryse, 2004. "The Impact of Technology and Regulation on the Geographical Scope of Banking," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 20(4), pages 571-590, Winter.
    36. Nobuyoshi Yamori & Kozo Harimaya & Kazumine Kondo, 2003. "Are Banks Affiliated with Bank Holding Companies More Efficient Than Independent Banks? The Recent Experience Regarding Japanese Regional BHCs," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 10(4), pages 359-376, December.
    37. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    38. Boussofiane, A. & Dyson, R. G. & Thanassoulis, E., 1991. "Applied data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 52(1), pages 1-15, May.
    39. Sahoo, Biresh K. & Tone, Kaoru, 2013. "Non-parametric measurement of economies of scale and scope in non-competitive environment with price uncertainty," Omega, Elsevier, vol. 41(1), pages 97-111.
    40. Halkos, George E. & Tzeremes, Nickolaos G., 2013. "Estimating the degree of operating efficiency gains from a potential bank merger and acquisition: A DEA bootstrapped approach," Journal of Banking & Finance, Elsevier, vol. 37(5), pages 1658-1668.
    41. Léopold Simar & Paul Wilson, 1999. "Some Problems with the Ferrier/Hirschberg Bootstrap Idea," Journal of Productivity Analysis, Springer, vol. 11(1), pages 67-80, February.
    42. Dyson, R. G. & Allen, R. & Camanho, A. S. & Podinovski, V. V. & Sarrico, C. S. & Shale, E. A., 2001. "Pitfalls and protocols in DEA," European Journal of Operational Research, Elsevier, vol. 132(2), pages 245-259, July.
    43. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    44. Barros, Carlos Pestana & Managi, Shunsuke & Matousek, Roman, 2012. "The technical efficiency of the Japanese banks: Non-radial directional performance measurement with undesirable output," Omega, Elsevier, vol. 40(1), pages 1-8, January.
    45. Hayfield, Tristen & Racine, Jeffrey S., 2008. "Nonparametric Econometrics: The np Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 27(i05).
    46. Robert DeYoung & Douglas Evanoff & Philip Molyneux, 2009. "Mergers and Acquisitions of Financial Institutions: A Review of the Post-2000 Literature," Journal of Financial Services Research, Springer;Western Finance Association, vol. 36(2), pages 87-110, December.
    47. Yu, Peiyi & Van Luu, Bac, 2003. "Banking Mergers: The Impact of Financial Liberalization on the Taiwanese Banking Industry," Review of Quantitative Finance and Accounting, Springer, vol. 20(4), pages 385-413, June.
    48. Raj Aggarwal & Aigbe Akhigbe & James McNulty, 2006. "Are Differences in Acquiring Bank Profit Efficiency Priced in Financial Markets?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 30(3), pages 265-286, December.
    49. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
    50. Harada, Kimie & Ito, Takatoshi, 2011. "Did mergers help Japanese mega-banks avoid failure? Analysis of the distance to default of banks," Journal of the Japanese and International Economies, Elsevier, vol. 25(1), pages 1-22, March.
    51. George Assaf, A. & Barros, Carlos P. & Matousek, Roman, 2011. "Productivity and efficiency analysis of Shinkin banks: Evidence from bootstrap and Bayesian approaches," Journal of Banking & Finance, Elsevier, vol. 35(2), pages 331-342, February.
    52. Aggarwal, Raj, 1994. "Characteristics of Japanese finance: A review and introduction," Global Finance Journal, Elsevier, vol. 5(2), pages 141-167.
    53. Sealey, Calvin W, Jr & Lindley, James T, 1977. "Inputs, Outputs, and a Theory of Production and Cost at Depository Financial Institutions," Journal of Finance, American Finance Association, vol. 32(4), pages 1251-1266, September.
    54. William W. Cooper & Lawrence M. Seiford & Kaoru Tone, 2007. "Data Envelopment Analysis," Springer Books, Springer, edition 0, number 978-0-387-45283-8, November.
    55. Mehrez Ben Slama & Dhafer Saidane & Hassouna Fedhila, 2012. "How to identify targets in the M&A banking operations? Case of cross-border strategies in Europe by line of activity," Review of Quantitative Finance and Accounting, Springer, vol. 38(2), pages 209-240, February.
    56. Novo-Peteiro, Jos?A., 2009. "Bank mergers in spatially differentiated markets," Journal of Economics and Business, Elsevier, vol. 61(1), pages 90-96.
    57. Hong Liu & John O.S. Wilson, 2013. "Competition and risk in Japanese banking," The European Journal of Finance, Taylor & Francis Journals, vol. 19(1), pages 1-18, January.
    58. Jeffrey Racine, 2008. "Nonparametric econometrics: a primer (in Russian)," Quantile, Quantile, issue 4, pages 7-56, March.
    59. R G Dyson & E A Shale, 2010. "Data envelopment analysis, operational research and uncertainty," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(1), pages 25-34, January.
    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. Bai, Xue-jie & Zeng, Jin & Chiu, Yung-Ho, 2019. "Pre-evaluating efficiency gains from potential mergers and acquisitions based on the resampling DEA approach: Evidence from China's railway sector," Transport Policy, Elsevier, vol. 76(C), pages 46-56.
    2. Contreras, I. & Lozano, S., 2022. "Size efficiency, splits and merger gains, and centralized resource reallocation of Spanish public universities," Socio-Economic Planning Sciences, Elsevier, vol. 81(C).
    3. Mamun, Abdullah & Tannous, George & Zhang, Sicong, 2021. "Do regulatory bank mergers improve operating performance?," International Review of Economics & Finance, Elsevier, vol. 73(C), pages 152-174.
    4. Chen, Zhongfei & Wanke, Peter & Tsionas, Mike G., 2018. "Assessing the strategic fit of potential M&As in Chinese banking: A novel Bayesian stochastic frontier approach," Economic Modelling, Elsevier, vol. 73(C), pages 254-263.
    5. Ying Li & Yung-Ho Chiu & Tai-Yu Lin & Tzu-Han Chang, 2020. "Pre-Evaluating the Technical Efficiency Gains from Potential Mergers and Acquisitions in the IC Design Industry," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 19(02), pages 525-559, April.
    6. Harimaya, Kozo, 2018. "The effects of consolidation on bank cost savings: Evidence from Japanese regional banks," Japan and the World Economy, Elsevier, vol. 46(C), pages 41-49.
    7. Jamal Ali Al-Khasawneh & Naceur Essaddam & Salah A. Nusair & Benito A. Sanchez, 2023. "Productivity-conditioned market reaction of US Bank acquisitions during regulation-deregulation eras," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 47(2), pages 368-385, June.
    8. Ying Li & Yung‐ho Chiu & Ying Yu Chen & Lihua Wang & Yi‐Nuo Lin & Su‐Wan Wang, 2022. "The impact of market share on efficiency of commercial banks: Resampling slacks‐based measure data envelopment analyses model," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(5), pages 1621-1634, July.
    9. Yung‐ho Chiu & Tai‐Yu Lin & Tzu‐Han Chang & Yi‐Nuo Lin & Shih‐Yung Chiu, 2021. "Prevaluating efficiency gains from potential mergers and acquisitions in the financial industry with the Resample Past–Present–Future data envelopment analysis approach," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(2), pages 369-384, March.
    10. Doumpos, Michalis & Zopounidis, Constantin & Gounopoulos, Dimitrios & Platanakis, Emmanouil & Zhang, Wenke, 2023. "Operational research and artificial intelligence methods in banking," European Journal of Operational Research, Elsevier, vol. 306(1), pages 1-16.
    11. Jamal Ali Al-Khasawneh & Benito A. Sanchez, 2021. "Deal-to-deal marginal efficiency dynamics of serial US banking acquirers," Review of Quantitative Finance and Accounting, Springer, vol. 57(4), pages 1283-1308, November.
    12. Yan He & Yung-ho Chiu & Bin Zhang, 2020. "Prevaluating Technical Efficiency Gains From Potential Mergers and Acquisitions in China’s Coal Industry," SAGE Open, , vol. 10(3), pages 21582440209, July.
    13. Fukuyama, Hirofumi & Matousek, Roman, 2017. "Modelling bank performance: A network DEA approach," European Journal of Operational Research, Elsevier, vol. 259(2), pages 721-732.

    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. 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.
    2. Halkos, George E. & Tzeremes, Nickolaos G., 2013. "Estimating the degree of operating efficiency gains from a potential bank merger and acquisition: A DEA bootstrapped approach," Journal of Banking & Finance, Elsevier, vol. 37(5), pages 1658-1668.
    3. Natalya Zelenyuk & Valentin Zelenyuk, 2015. "Productivity Drivers of Efficiency in Banking: Importance of Model Specifications," CEPA Working Papers Series WP082015, School of Economics, University of Queensland, Australia.
    4. Valentin Zelenyuk, 2019. "Data Envelopment Analysis and Business Analytics: The Big Data Challenges and Some Solutions," CEPA Working Papers Series WP072019, School of Economics, University of Queensland, Australia.
    5. Juliane Gerstenberger & Gunther Schnabl, 2017. "The Impact of Japanese Monetary Policy Crisis Management on the Japanese Banking Sector," CESifo Working Paper Series 6440, CESifo.
    6. Barros, C.P. & Emrouznejad, Ali, 2016. "Assessing productive efficiency of banks using integrated Fuzzy-DEA and bootstrapping: A case of Mozambican banksAuthor-Name: Wanke, Peter," European Journal of Operational Research, Elsevier, vol. 249(1), pages 378-389.
    7. Wanke, Peter & Barros, Carlos P. & Faria, João R., 2015. "Financial distress drivers in Brazilian banks: A dynamic slacks approach," European Journal of Operational Research, Elsevier, vol. 240(1), pages 258-268.
    8. Fukuyama, Hirofumi & Matousek, Roman, 2017. "Modelling bank performance: A network DEA approach," European Journal of Operational Research, Elsevier, vol. 259(2), pages 721-732.
    9. Natalya Zelenyuk & Valentin Zelenyuk, 2014. "Regional and Ownership Drivers of Bank Efficiency," CEPA Working Papers Series WP112014, School of Economics, University of Queensland, Australia.
    10. Galina Besstremyannaya & Jaak Simm & Sergei Golovan, 2017. "Robust estimation of cost efficiency in non-parametric frontier models," Working Papers w0244, Center for Economic and Financial Research (CEFIR).
    11. Tzeremes, Nickolaos G., 2015. "Efficiency dynamics in Indian banking: A conditional directional distance approach," European Journal of Operational Research, Elsevier, vol. 240(3), pages 807-818.
    12. Dimitris Chronopoulos & Claudia Girardone & John Nankervis, 2013. "How Do Stock Markets in the US and Europe Price Efficiency Gains from Bank M&As?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 43(3), pages 243-263, June.
    13. Léopold Simar & Paul W. Wilson, 2015. "Statistical Approaches for Non-parametric Frontier Models: A Guided Tour," International Statistical Review, International Statistical Institute, vol. 83(1), pages 77-110, April.
    14. Amir Moradi-Motlagh & Ali Emrouznejad, 2022. "The origins and development of statistical approaches in non-parametric frontier models: a survey of the first two decades of scholarly literature (1998–2020)," Annals of Operations Research, Springer, vol. 318(1), pages 713-741, November.
    15. Simar, Léopold & Wilson, Paul W., 2020. "Technical, allocative and overall efficiency: Estimation and inference," European Journal of Operational Research, Elsevier, vol. 282(3), pages 1164-1176.
    16. Emilios Galariotis & Kyriaki Kosmidou & Dimitrios Kousenidis & Eirini Lazaridou & Trifon Papapanagiotou, 2021. "Measuring the effects of M&As on Eurozone bank efficiency: an innovative approach on concentration and credibility impacts," Annals of Operations Research, Springer, vol. 306(1), pages 343-368, November.
    17. Abdul Qayyum & Khalid Riaz, 2018. "Incorporating Credit Quality in Bank Efficiency Measurements: A Directional Distance Function Approach," JRFM, MDPI, vol. 11(4), pages 1-19, November.
    18. Galina Besstremyannaya & Jaak Simm, 2015. "Robust non-parametric estimation of cost efficiency with an application to banking industry," Working Papers w0217, Center for Economic and Financial Research (CEFIR).
    19. Fukuyama, Hirofumi & Matousek, Roman, 2018. "Nerlovian revenue inefficiency in a bank production context: Evidence from Shinkin banks," European Journal of Operational Research, Elsevier, vol. 271(1), pages 317-330.
    20. Coccorese, Paolo & Ferri, Giovanni, 2020. "Are mergers among cooperative banks worth a dime? Evidence on efficiency effects of M&As in Italy," Economic Modelling, Elsevier, vol. 84(C), pages 147-164.

    More about this item

    Keywords

    Banks efficiency; Data Envelopment Analysis; Japan; Mergers and acquisitions; C14; C60; G20; G34;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • C60 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - General
    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance

    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:kap:rqfnac:v:46:y:2016:i:1:p:47-77. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://springer.com .

    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.