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Using A Three Stage Super-Sbm Model To Analyze The Influence Of Bank'S Internationalization And Risk On The Operational Efficiency

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  • LIU, HSIANG-HSI
  • HUANG, CHIN-WEI
  • CHIU, YUNG-HO
  • HUANG, HSIAO-CHIN

Abstract

This study applies the three stage Super-SBM model, which combines the approaches of Fried et al. (2002) and Tone (2002), to analyze the influence of banks' internationalization and risk on efficiency. Most former works focused on the effects of risk, but they seldom emphasize the impact of internationalization. Therefore, in addition to the modification of the empirical model, this study also considers internationalization as an external factor into the efficiency measurement. The results show Taiwan's commercial banks could increase its degree of internationalization to improve efficiency, whether by using the strategy of foreign direct investment or increasing foreign shareholding. This study also evidences that several banks have a fine management capacity, but they are easily affected by external factors to be defined as inefficient units.

Suggested Citation

  • Liu, Hsiang-Hsi & Huang, Chin-Wei & Chiu, Yung-Ho & Huang, Hsiao-Chin, 2015. "Using A Three Stage Super-Sbm Model To Analyze The Influence Of Bank'S Internationalization And Risk On The Operational Efficiency," Hitotsubashi Journal of Economics, Hitotsubashi University, vol. 56(2), pages 213-229, December.
  • Handle: RePEc:hit:hitjec:v:56:y:2015:i:2:p:213-229
    DOI: 10.15057/27599
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    References listed on IDEAS

    as
    1. Hans Degryse & Steven Ongena, 2005. "Distance, Lending Relationships, and Competition," Journal of Finance, American Finance Association, vol. 60(1), pages 231-266, February.
    2. Shih-Fang Lo & Wen-Min Lu, 2006. "Does Size Matter? Finding The Profitability And Marketability Benchmark Of Financial Holding Companies," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 23(02), pages 229-246.
    3. Hughes, Joseph P. & Mester, Loretta J. & Moon, Choon-Geol, 2001. "Are scale economies in banking elusive or illusive?: Evidence obtained by incorporating capital structure and risk-taking into models of bank production," Journal of Banking & Finance, Elsevier, vol. 25(12), pages 2169-2208, December.
    4. Buch, Claudia M. & Koch, Cathérine T. & Koetter, Michael, 2011. "Size, productivity, and international banking," Journal of International Economics, Elsevier, vol. 85(2), pages 329-334.
    5. Ray, Subhash C. & Das, Abhiman, 2010. "Distribution of cost and profit efficiency: Evidence from Indian banking," European Journal of Operational Research, Elsevier, vol. 201(1), pages 297-307, February.
    6. DeYoung, Robert & Hasan, Iftekhar, 1998. "The performance of de novo commercial banks: A profit efficiency approach," Journal of Banking & Finance, Elsevier, vol. 22(5), pages 565-587, May.
    7. Ferrier, Gary D. & Lovell, C. A. Knox, 1990. "Measuring cost efficiency in banking : Econometric and linear programming evidence," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 229-245.
    8. Saunders, Anthony & Walter, Ingo, 1994. "Universal Banking in the United States: What Could We Gain? What Could We Lose?," OUP Catalogue, Oxford University Press, number 9780195080698.
    9. 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.
    10. H. Fried & C. Lovell & S. Schmidt & S. Yaisawarng, 2002. "Accounting for Environmental Effects and Statistical Noise in Data Envelopment Analysis," Journal of Productivity Analysis, Springer, vol. 17(1), pages 157-174, January.
    11. Ihsan Isik, 2007. "Bank ownership and productivity developments: evidence from Turkey," Studies in Economics and Finance, Emerald Group Publishing Limited, vol. 24(2), pages 115-139, June.
    12. Ball, Clifford A. & Tschoegl, Adrian E., 1982. "The Decision to Establish a Foreign Bank Branch or Subsidiary: An Application of Binary Classification Procedures," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 17(3), pages 411-424, September.
    13. Mukherjee, Kankana & Ray, Subhash C. & Miller, Stephen M., 2001. "Productivity growth in large US commercial banks: The initial post-deregulation experience," Journal of Banking & Finance, Elsevier, vol. 25(5), pages 913-939, May.
    14. Claudia Girardone & Philip Molyneux & Edward Gardener, 2004. "Analysing the determinants of bank efficiency: the case of Italian banks," Applied Economics, Taylor & Francis Journals, vol. 36(3), pages 215-227.
    15. Pitt, Mark M. & Lee, Lung-Fei, 1981. "The measurement and sources of technical inefficiency in the Indonesian weaving industry," Journal of Development Economics, Elsevier, vol. 9(1), pages 43-64, August.
    16. Schmidt, Peter & Sickles, Robin C, 1984. "Production Frontiers and Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(4), pages 367-374, October.
    17. Tone, Kaoru, 2002. "A slacks-based measure of super-efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 143(1), pages 32-41, November.
    18. Stiroh, Kevin J., 2000. "How did bank holding companies prosper in the 1990s?," Journal of Banking & Finance, Elsevier, vol. 24(11), pages 1703-1745, November.
    19. Aly, Hassan Y, et al, 1990. "Technical, Scale, and Allocative Efficiencies in U.S. Banking: An Empirical Investigation," The Review of Economics and Statistics, MIT Press, vol. 72(2), pages 211-218, May.
    20. 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.
    21. Yamori, Nobuyoshi, 1997. "Do Japanese banks lead or follow international business? An empirical investigation," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 7(4), pages 369-382, December.
    22. Chiu, Yung-Ho & Chen, Yu-Chuan, 2009. "The analysis of Taiwanese bank efficiency: Incorporating both external environment risk and internal risk," Economic Modelling, Elsevier, vol. 26(2), pages 456-463, March.
    23. Ali Ataullah & Tony Cockerill & Hang Le, 2004. "Financial liberalization and bank efficiency: a comparative analysis of India and Pakistan," Applied Economics, Taylor & Francis Journals, vol. 36(17), pages 1915-1924.
    24. J A Sharp & W Meng & W Liu, 2007. "A modified slacks-based measure model for data envelopment analysis with ‘natural’ negative outputs and inputs," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 58(12), pages 1672-1677, December.
    25. Grabowski, Richard & Rangan, Nanda & Rezvanian, Rasoul, 1993. "Organizational forms in banking: An empirical investigation of cost efficiency," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 531-538, April.
    26. Sinani, Evis & Meyer, Klaus E., 2004. "Spillovers of technology transfer from FDI: the case of Estonia," Journal of Comparative Economics, Elsevier, vol. 32(3), pages 445-466, September.
    27. Hsiao, Hsing-Chin & Chang, Hsihui & Cianci, Anna M. & Huang, Li-Hua, 2010. "First Financial Restructuring and operating efficiency: Evidence from Taiwanese commercial banks," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1461-1471, July.
    28. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    29. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
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    More about this item

    Keywords

    data envelopment analysis; efficiency; internationalization; bank; risk management;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • L22 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Organization and Market Structure
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • L33 - Industrial Organization - - Nonprofit Organizations and Public Enterprise - - - Comparison of Public and Private Enterprise and Nonprofit Institutions; Privatization; Contracting Out

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