[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/a/gam/jjrfmx/v12y2019i3p131-d255668.html
   My bibliography  Save this article

Role of Bank Regulation on Bank Performance: Evidence from Asia-Pacific Commercial Banks

Author

Listed:
  • Zhenni Yang

    (Department of Financial and Business Systems, Faculty of Agribusiness and Commerce, Lincoln University, Christchurch 7647, New Zealand)

  • Christopher Gan

    (Department of Financial and Business Systems, Faculty of Agribusiness and Commerce, Lincoln University, Christchurch 7647, New Zealand)

  • Zhaohua Li

    (Department of Financial and Business Systems, Faculty of Agribusiness and Commerce, Lincoln University, Christchurch 7647, New Zealand)

Abstract
The banking industry is an essential financial intermediary, thus the efficient operation of banks is vital for economic development and social welfare. However, the 2008 global financial crisis triggered a reconsideration of the banking systems, as well as the role of government intervention. The literature has paid little attention to the banking industry in the Asia-Pacific region in the context of bank efficiency. This study employs double bootstrap data envelopment analysis to measure bank efficiency and examine the relationship between regulation, supervision, and state ownership in commercial banks in the Asia-Pacific region for the period 2005 to 2014. Our results indicate that excluding off-balance sheet activities in efficiency estimations lead to underestimating of the pure technical efficiency, while overestimating the scale efficiency of banks in the Asia-Pacific region. Cross-country comparisons reveal that Australian banks exhibit the highest levels of technical efficiency, while Indonesian banks exhibit the lowest average. Our bootstrap regression results suggest that bank regulation and supervision are positively related to bank technical efficiency, while state ownership is not significantly related to bank efficiency. Furthermore, our findings show that tighter regulation and supervision are significantly related to higher efficiency for small and large-sized banks.

Suggested Citation

  • Zhenni Yang & Christopher Gan & Zhaohua Li, 2019. "Role of Bank Regulation on Bank Performance: Evidence from Asia-Pacific Commercial Banks," JRFM, MDPI, vol. 12(3), pages 1-25, August.
  • Handle: RePEc:gam:jjrfmx:v:12:y:2019:i:3:p:131-:d:255668
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1911-8074/12/3/131/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1911-8074/12/3/131/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Andrei Shleifer, 1998. "State versus Private Ownership," Journal of Economic Perspectives, American Economic Association, vol. 12(4), pages 133-150, Fall.
    2. Kilinc, Mustafa & Neyapti, Bilin, 2012. "Bank regulation and supervision and its welfare implications," Economic Modelling, Elsevier, vol. 29(2), pages 132-141.
    3. Esmeralda Ramalho & Joaquim Ramalho & Pedro Henriques, 2010. "Fractional regression models for second stage DEA efficiency analyses," Journal of Productivity Analysis, Springer, vol. 34(3), pages 239-255, December.
    4. Léopold Simar & Paul Wilson, 2000. "Statistical Inference in Nonparametric Frontier Models: The State of the Art," Journal of Productivity Analysis, Springer, vol. 13(1), pages 49-78, January.
    5. Barth, James R. & Caprio, Gerard, Jr. & Levine,Ross Eric, 2012. "The evolution and impact of bank regulations," Policy Research Working Paper Series 6288, The World Bank.
    6. Demirguc, Asli & Huizinga, Harry, 1999. "Determinants of Commercial Bank Interest Margins and Profitability: Some International Evidence," The World Bank Economic Review, World Bank, vol. 13(2), pages 379-408, May.
    7. Lozano-Vivas, Ana & Pasiouras, Fotios, 2010. "The impact of non-traditional activities on the estimation of bank efficiency: International evidence," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1436-1449, July.
    8. Shrimal Perera & Michael Skully & J. Wickramanayake, 2007. "Cost Efficiency in South Asian Banking: The Impact of Bank Size, State Ownership and Stock Exchange Listings," International Review of Finance, International Review of Finance Ltd., vol. 7(1‐2), pages 35-60, March.
    9. Beverly Hirtle & Anna Kovner & Matthew Plosser, 2020. "The Impact of Supervision on Bank Performance," Journal of Finance, American Finance Association, vol. 75(5), pages 2765-2808, October.
    10. Dong, Yizhe & Hamilton, Robert & Tippett, Mark, 2014. "Cost efficiency of the Chinese banking sector: A comparison of stochastic frontier analysis and data envelopment analysis," Economic Modelling, Elsevier, vol. 36(C), pages 298-308.
    11. Luo, Yun & Tanna, Sailesh & De Vita, Glauco, 2016. "Financial openness, risk and bank efficiency: Cross-country evidence," Journal of Financial Stability, Elsevier, vol. 24(C), pages 132-148.
    12. Charnes, A. & Cooper, W. W. & Huang, Z. M. & Sun, D. B., 1990. "Polyhedral Cone-Ratio DEA Models with an illustrative application to large commercial banks," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 73-91.
    13. Rafael La Porta & Florencio Lopez‐De‐Silanes & Andrei Shleifer, 2002. "Government Ownership of Banks," Journal of Finance, American Finance Association, vol. 57(1), pages 265-301, February.
    14. Xiaoqing Maggie Fu & Yongjia Rebecca Lin & Philip Molyneux, 2015. "Bank Efficiency and Shareholder Value in Asia Pacific," Palgrave Macmillan Studies in Banking and Financial Institutions, in: Bank Competition, Efficiency and Liquidity Creation in Asia Pacific, chapter 4, pages 72-95, Palgrave Macmillan.
    15. Fadzlan Sufian & Junaina Muhamad & A.N. Bany-Ariffin & M.H. Yahya & Fakarudin Kamarudin, 2012. "Assessing the Effect of Mergers and Acquisitions on Revenue Efficiency: Evidence from Malaysian Banking Sector," Vision, , vol. 16(1), pages 1-11, March.
    16. Pasiouras, Fotios & Tanna, Sailesh & Zopounidis, Constantin, 2009. "The impact of banking regulations on banks' cost and profit efficiency: Cross-country evidence," International Review of Financial Analysis, Elsevier, vol. 18(5), pages 294-302, December.
    17. Micco, Alejandro & Panizza, Ugo & Yanez, Monica, 2007. "Bank ownership and performance. Does politics matter?," Journal of Banking & Finance, Elsevier, vol. 31(1), pages 219-241, January.
    18. Randall S. Kroszner, 1998. "Rethinking Bank Regulation: A Review Of The Historical Evidence," Journal of Applied Corporate Finance, Morgan Stanley, vol. 11(2), pages 48-58, June.
    19. Christopher O’Donnell & D. Rao & George Battese, 2008. "Metafrontier frameworks for the study of firm-level efficiencies and technology ratios," Empirical Economics, Springer, vol. 34(2), pages 231-255, March.
    20. Rosenkranz, Peter & Lee, Junkyu, 2019. "Nonperforming Loans in Asia: Determinants and Macrofinancial Linkages," ADB Economics Working Paper Series 574, Asian Development Bank.
    21. Leigh Drake, 2001. "Efficiency and productivity change in UK banking," Applied Financial Economics, Taylor & Francis Journals, vol. 11(5), pages 557-571.
    22. Pessarossi, Pierre & Weill, Laurent, 2015. "Do capital requirements affect cost efficiency? Evidence from China," Journal of Financial Stability, Elsevier, vol. 19(C), pages 119-127.
    23. Hall, Maximilian J.B. & Kenjegalieva, Karligash A. & Simper, Richard, 2012. "Environmental factors affecting Hong Kong banking: A post-Asian financial crisis efficiency analysis," Global Finance Journal, Elsevier, vol. 23(3), pages 184-201.
    24. Fiordelisi, Franco & Marques-Ibanez, David & Molyneux, Phil, 2011. "Efficiency and risk in European banking," Journal of Banking & Finance, Elsevier, vol. 35(5), pages 1315-1326, May.
    25. James R. Barth & Gerard Caprio Jr. & Ross Levine, 2001. "Banking Systems around the Globe: Do Regulation and Ownership Affect Performance and Stability?," NBER Chapters, in: Prudential Supervision: What Works and What Doesn't, pages 31-96, National Bureau of Economic Research, Inc.
    26. Barth, James R. & Caprio, Gerard Jr. & Levine, Ross, 2004. "Bank regulation and supervision: what works best?," Journal of Financial Intermediation, Elsevier, vol. 13(2), pages 205-248, April.
    27. Bonin, John P. & Hasan, Iftekhar & Wachtel, Paul, 2005. "Bank performance, efficiency and ownership in transition countries," Journal of Banking & Finance, Elsevier, vol. 29(1), pages 31-53, January.
    28. Rafael La Porta & Florencio Lopez‐De‐Silanes & Andrei Shleifer, 1999. "Corporate Ownership Around the World," Journal of Finance, American Finance Association, vol. 54(2), pages 471-517, April.
    29. Berger, Allen N. & Clarke, George R.G. & Cull, Robert & Klapper, Leora & Udell, Gregory F., 2005. "Corporate governance and bank performance: A joint analysis of the static, selection, and dynamic effects of domestic, foreign, and state ownership," Journal of Banking & Finance, Elsevier, vol. 29(8-9), pages 2179-2221, August.
    30. Altunbas, Yener & Liu, Ming-Hau & Molyneux, Philip & Seth, Rama, 2000. "Efficiency and risk in Japanese banking," Journal of Banking & Finance, Elsevier, vol. 24(10), pages 1605-1628, October.
    31. DeYoung, Robert & Torna, Gökhan, 2013. "Nontraditional banking activities and bank failures during the financial crisis," Journal of Financial Intermediation, Elsevier, vol. 22(3), pages 397-421.
    32. Cook, Wade D. & Seiford, Larry M., 2009. "Data envelopment analysis (DEA) - Thirty years on," European Journal of Operational Research, Elsevier, vol. 192(1), pages 1-17, January.
    33. Ana Lozano-Vivas & Fotios Pasiouras, 2014. "Bank Productivity Change and Off-Balance-Sheet Activities Across Different Levels of Economic Development," Journal of Financial Services Research, Springer;Western Finance Association, vol. 46(3), pages 271-294, December.
    34. Mei-Ying Huang & Tsu-Tan Fu, 2013. "An examination of the cost efficiency of banks in Taiwan and China using the metafrontier cost function," Journal of Productivity Analysis, Springer, vol. 40(3), pages 387-406, December.
    35. Andrei Shleifer & Robert W. Vishny, 1994. "Politicians and Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 995-1025.
    36. Tan, Yong & Anchor, John, 2017. "The impacts of risk-taking behaviour and competition on technical efficiency: Evidence from the Chinese banking industry," Research in International Business and Finance, Elsevier, vol. 41(C), pages 90-104.
    37. Clark, Jeffrey A & Siems, Thomas F, 2002. "X-Efficiency in Banking: Looking beyond the Balance Sheet," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(4), pages 987-1013, November.
    38. Wang, Ke & Huang, Wei & Wu, Jie & Liu, Ying-Nan, 2014. "Efficiency measures of the Chinese commercial banking system using an additive two-stage DEA," Omega, Elsevier, vol. 44(C), pages 5-20.
    39. Fallah-Fini, Saeideh & Triantis, Konstantinos & de la Garza, Jesus M. & Seaver, William L., 2012. "Measuring the efficiency of highway maintenance contracting strategies: A bootstrapped non-parametric meta-frontier approach," European Journal of Operational Research, Elsevier, vol. 219(1), pages 134-145.
    40. Fadzlan Sufian & Muzafar Shah Habibullah, 2010. "Bank-specific, Industry-specific and Macroeconomic Determinants of Bank Efficiency," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 4(4), pages 427-461, November.
    41. Rogers, Kevin E., 1998. "Nontraditional activities and the efficiency of US commercial banks," Journal of Banking & Finance, Elsevier, vol. 22(4), pages 467-482, May.
    42. Cornett, Marcia Millon & Guo, Lin & Khaksari, Shahriar & Tehranian, Hassan, 2010. "The impact of state ownership on performance differences in privately-owned versus state-owned banks: An international comparison," Journal of Financial Intermediation, Elsevier, vol. 19(1), pages 74-94, January.
    43. John H. Boyd & Chun Chang & Bruce Smith, 1998. "Moral hazard under commercial and universal banking," Proceedings, Federal Reserve Bank of Cleveland, issue Aug, pages 426-471.
    44. Barth,James R. & Caprio,Gerard & Levine,Ross, 2008. "Rethinking Bank Regulation," Cambridge Books, Cambridge University Press, number 9780521709309, September.
    45. Nemanja Radić & Franco Fiordelisi & Claudia Girardone, 2012. "Efficiency and Risk-Taking in Pre-Crisis Investment Banks," Journal of Financial Services Research, Springer;Western Finance Association, vol. 41(1), pages 81-101, April.
    46. Drake, Leigh & Hall, Maximilian J. B., 2003. "Efficiency in Japanese banking: An empirical analysis," Journal of Banking & Finance, Elsevier, vol. 27(5), pages 891-917, May.
    47. Anna, Petrenko, 2016. "Мaркування готової продукції як складова частина інформаційного забезпечення маркетингової діяльності підприємств овочепродуктового підкомплексу," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 2(1), March.
    48. Tan, Yong, 2017. "The impacts of competition and shadow banking on profitability: Evidence from the Chinese banking industry," The North American Journal of Economics and Finance, Elsevier, vol. 42(C), pages 89-106.
    49. Giovanni Capannelli & Carlo Filippini, 2010. "Economic Integration In East Asia And Europe: Lessons From A Comparative Analysis," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 55(01), pages 163-184.
    50. 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.
    51. Thierno Amadou Barry & Santos José O. Dacanay & Laetitia Lepetit & Amine Tarazi, 2008. "Ownership Structure and Bank Efficiency in the asia pacific region," Working Papers hal-00915134, HAL.
    52. Kim, Teakdong & Koo, Bonwoo & Park, Minsoo, 2013. "Role of financial regulation and innovation in the financial crisis," Journal of Financial Stability, Elsevier, vol. 9(4), pages 662-672.
    53. Mester, Loretta J., 1996. "A study of bank efficiency taking into account risk-preferences," Journal of Banking & Finance, Elsevier, vol. 20(6), pages 1025-1045, July.
    54. John Goddard & Phil Molyneux & John O. S. Wilson, 2004. "The profitability of european banks: a cross‐sectional and dynamic panel analysis," Manchester School, University of Manchester, vol. 72(3), pages 363-381, June.
    55. Margono, Heru & Sharma, Subhash C. & Melvin II, Paul D., 2010. "Cost efficiency, economies of scale, technological progress and productivity in Indonesian banks," Journal of Asian Economics, Elsevier, vol. 21(1), pages 53-65, February.
    56. Chortareas, Georgios E. & Girardone, Claudia & Ventouri, Alexia, 2013. "Financial freedom and bank efficiency: Evidence from the European Union," Journal of Banking & Finance, Elsevier, vol. 37(4), pages 1223-1231.
    57. Barth, James R. & Lin, Chen & Ma, Yue & Seade, Jesús & Song, Frank M., 2013. "Do bank regulation, supervision and monitoring enhance or impede bank efficiency?," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 2879-2892.
    58. Hossain, Mahmud & Jain, Pankaj K. & Mitra, Santanu, 2013. "State ownership and bank equity in the Asia-Pacific region," Pacific-Basin Finance Journal, Elsevier, vol. 21(1), pages 914-931.
    59. Timothy J. Coelli & D.S. Prasada Rao & Christopher J. O’Donnell & George E. Battese, 2005. "An Introduction to Efficiency and Productivity Analysis," Springer Books, Springer, edition 0, number 978-0-387-25895-9, December.
    60. Sufian, Fadzlan, 2009. "Determinants of bank efficiency during unstable macroeconomic environment: Empirical evidence from Malaysia," Research in International Business and Finance, Elsevier, vol. 23(1), pages 54-77, January.
    61. Shaban, Mohamed & James, Gregory A., 2018. "The effects of ownership change on bank performance and risk exposure: Evidence from indonesia," Journal of Banking & Finance, Elsevier, vol. 88(C), pages 483-497.
    62. Triki, Thouraya & Kouki, Imen & Dhaou, Mouna Ben & Calice, Pietro, 2017. "Bank regulation and efficiency: What works for Africa?," Research in International Business and Finance, Elsevier, vol. 39(PA), pages 183-205.
    63. Thierno Amadou Barry & Santos José O. Dacanay & Laetitia Lepetit & Amine Tarazi, 2011. "Ownership Structure and Bank Efficiency in Six Asian Countries," Post-Print hal-00786449, HAL.
    64. Fadzlan Sufian, 2010. "The impact of risk on technical and scale efficiency: empirical evidence from the China banking sector," International Journal of Business Performance Management, Inderscience Enterprises Ltd, vol. 12(1), pages 37-71.
    65. Lin, Xiaochi & Zhang, Yi, 2009. "Bank ownership reform and bank performance in China," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 20-29, January.
    66. Fethi, Meryem Duygun & Pasiouras, Fotios, 2010. "Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey," European Journal of Operational Research, Elsevier, vol. 204(2), pages 189-198, July.
    67. Chortareas, Georgios E. & Girardone, Claudia & Ventouri, Alexia, 2012. "Bank supervision, regulation, and efficiency: Evidence from the European Union," Journal of Financial Stability, Elsevier, vol. 8(4), pages 292-302.
    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. Anas Azzabi & Younes Lahrichi, 2023. "Bank Performance Determinants: State of the Art and Future Research Avenues," Papers 2311.08617, arXiv.org, revised Mar 2024.
    2. Krumina Dace & Lejniece Ilona & Skvarciany Viktorija, 2020. "Determinants of Bank Profitability: Case of Latvia," Economics and Culture, Sciendo, vol. 17(2), pages 30-37, December.
    3. Karolina Puławska, 2021. "The Effect of Bank Levy Introduction on Commercial Banks in Europe," JRFM, MDPI, vol. 14(6), pages 1-26, June.
    4. M.V. Leonov, 2021. "Review of Modern Approaches for Assessing the Effectiveness of Banking," Journal of Applied Economic Research, Graduate School of Economics and Management, Ural Federal University, vol. 20(2), pages 294-326.
    5. Anyars Mahmud, 2022. "Impact of Bank Regulations on Banks' Profitability: Cross-Country Evidence," European Journal of Business Science and Technology, Mendel University in Brno, Faculty of Business and Economics, vol. 8(2), pages 217-232.
    6. Duan, Yuejiao & Fan, Xiaoyun & Wang, Yu, 2022. "Economic policy uncertainty and bank systemic risk: A cross-country analysis," Pacific-Basin Finance Journal, Elsevier, vol. 75(C).
    7. Christopher Gan, 2020. "Editorial for the Special Issue on Commercial Banking," JRFM, MDPI, vol. 13(6), pages 1-3, June.
    8. Vo, Nguyen Ngoc Thao & Nguyen, Thai Vu Hong & Phan, Duc Hong Thi, 2022. "Earnings management and bank risk-taking behavior in Asia-Pacific region," Research in International Business and Finance, Elsevier, vol. 63(C).
    9. Mateev, Miroslav & Bachvarov, Petko, 2021. "Regulation, ownership and bank performance in the MENA region: Evidence for Islamic and conventional banks," Emerging Markets Review, Elsevier, vol. 47(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. Mai, Nhat Chi, 2015. "Efficiency of the banking system in Vietnam under financial liberalization," OSF Preprints qsf6d, Center for Open Science.
    2. Vaneet Bhatia & Sankarshan Basu & Subrata Kumar Mitra & Pradyumna Dash, 2018. "A review of bank efficiency and productivity," OPSEARCH, Springer;Operational Research Society of India, vol. 55(3), pages 557-600, November.
    3. Lin, Kun-Li & Doan, Anh Tuan & Doong, Shuh-Chyi, 2016. "Changes in ownership structure and bank efficiency in Asian developing countries: The role of financial freedom," International Review of Economics & Finance, Elsevier, vol. 43(C), pages 19-34.
    4. Gaganis, Chrysovalantis & Galariotis, Emilios & Pasiouras, Fotios & Staikouras, Christos, 2020. "Bank profit efficiency and financial consumer protection policies," Journal of Business Research, Elsevier, vol. 118(C), pages 98-116.
    5. Francesco Aiello & Graziella Bonanno, 2018. "On The Sources Of Heterogeneity In Banking Efficiency Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 32(1), pages 194-225, February.
    6. Doan, Anh-Tuan & Lin, Kun-Li & Doong, Shuh-Chyi, 2018. "What drives bank efficiency? The interaction of bank income diversification and ownership," International Review of Economics & Finance, Elsevier, vol. 55(C), pages 203-219.
    7. Taboada, Alvaro G., 2011. "The impact of changes in bank ownership structure on the allocation of capital: International evidence," Journal of Banking & Finance, Elsevier, vol. 35(10), pages 2528-2543, October.
    8. Hasanul Banna & Syed Karim Bux Shah & Abu Hanifa Md Noman & Rubi Ahmad & Muhammad Mehedi Masud, 2019. "Determinants of Sino-ASEAN Banking Efficiency: How Do Countries Differ?," Economies, MDPI, vol. 7(1), pages 1-23, February.
    9. Hirofumi Fukuyama & Yong Tan, 2022. "Deconstructing three‐stage overall efficiency into input, output and stability efficiency components with consideration of market power and loan loss provision: An application to Chinese banks," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 953-974, January.
    10. Dong, Yizhe & Firth, Michael & Hou, Wenxuan & Yang, Weiwei, 2016. "Evaluating the performance of Chinese commercial banks: A comparative analysis of different types of banks," European Journal of Operational Research, Elsevier, vol. 252(1), pages 280-295.
    11. Chrysovalantis Gaganis & Emilios Galariotis & Fotios Pasiouras & Christos Staikouras, 2021. "Macroprudential regulations and bank profit efficiency: international evidence," Journal of Regulatory Economics, Springer, vol. 59(2), pages 136-160, April.
    12. Tan, Yong & Anchor, John, 2017. "The impacts of risk-taking behaviour and competition on technical efficiency: Evidence from the Chinese banking industry," Research in International Business and Finance, Elsevier, vol. 41(C), pages 90-104.
    13. Djalilov, Khurshid & Piesse, Jenifer, 2019. "Bank regulation and efficiency: Evidence from transition countries," International Review of Economics & Finance, Elsevier, vol. 64(C), pages 308-322.
    14. Emilios Galariotis & Iordanis Kalaitzoglou & Jacek Niklewski & Constantin Zopounidis, 2021. "Optimal level of state ownership in banks: prevention measure versus emergency action—evidence from the new millennia," Annals of Operations Research, Springer, vol. 304(1), pages 165-197, September.
    15. Ana Lozano-Vivas & Fotios Pasiouras, 2014. "Bank Productivity Change and Off-Balance-Sheet Activities Across Different Levels of Economic Development," Journal of Financial Services Research, Springer;Western Finance Association, vol. 46(3), pages 271-294, December.
    16. Omneya Abdelsalam & Sabur Mollah & Emili Tortosa-Ausina, 2018. "Political connection and bank in(efficiency)," Working Papers 2018-11, Swansea University, School of Management.
    17. Marco FRIGERIO & Daniela VANDONE, 2018. "Virtuous or Vicious? Development Banks in Europe," Departmental Working Papers 2018-07, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
    18. Denis Davydov, 2018. "Does State Ownership of Banks Matter?," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 17(2), pages 250-285, August.
    19. Gaganis, Chrysovalantis & Pasiouras, Fotios, 2013. "Financial supervision regimes and bank efficiency: International evidence," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5463-5475.
    20. Lozano-Vivas, Ana & Pasiouras, Fotios, 2010. "The impact of non-traditional activities on the estimation of bank efficiency: International evidence," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1436-1449, July.

    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:gam:jjrfmx:v:12:y:2019:i:3:p:131-:d:255668. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.