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題名：運用隨機方向距離函數法探討非意欲產出對銀行經營效率之影響
作者：鍾銘泰
作者(外文)：Chung, Ming Tai
校院名稱：國立政治大學
系所名稱：金融研究所
指導教授：黃台心
學位類別：博士
出版日期：2014
主題關鍵詞：銀行效率；方向技術距離函數；隨機邊界法；非意欲產出；banking efficiency；directional technical distance function；stochastic frontier analysis；undesirable output
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本文採取隨機方向距離函數方法，探討制度變革前、後(第一次金融改革)對台灣銀行業技術效率的影響。資料期間涵蓋1999年至2012年。相較傳統Shephard距離函數，隨機方向距離函數方法最大優點係可同時考量增加意欲產出、減少投入與非意欲產出。本文依循Koutsomanoli-Filippaki et al. (2009a) 模型，並納入考慮非意欲產出。本文採取隨機邊界法進行實證估計，以最大概似法估計方向距離函數，依據Battese and Coelli (1995)的模型將環境變數納入實證模型 (主要模型)，並考量未包含環境變數之模型，與主要模型比較。此外，為凸顯非意欲產出之重要性，本文亦估計未考慮非意欲產出之模型以及傳統距離函數，以茲比較。
實證結果顯示，考慮非意欲產出與環境變數的主要模型，其估計結果相較其他模型之無效率明顯高估。2002年以前，技術無效率逐漸攀升。一次金改期間，技術無效率明顯下降，證明制度變革下，銀行效率獲得改善。惟2004年後反轉向上，尤其在雙卡風暴與次貸風暴期間，技術無效率明顯惡化。此外，本文將資料分群進行分析，發現公營銀行或是金控銀行較有效率。
This paper aims to gain further insights into whether the policy of First Financial Restructuring (FFR) does improve the technical efficiency of banks in Taiwan during the period 1999-2012 by using the directional technology distance function (DDF). Compared to the conventional distance function, DDF simultaneously allows for the expansion of the desirables and the contraction of the undesirables. We follow Koutsomanoli-Filippaki et al. (2009a), and differing from them, we include undesirable outputs in DDF to depict a bank’s true production activities.
We find on average that the banks have a lower technical inefficiency with the main model compared to the other models. However, prior to 2002, the technical inefficiency exhibits a gradual upward trend and then posts a downward trend during the FFR period. These results suggest that the improved efficiency in the FFR period is possibly due to enhanced banking and benefits obtained from compliance with FFR. After the FFR period, the inefficiency scores deteriorate sharply, especially during the “credit card and cash card crisis” in 2006 and “the subprime mortgage crisis” in 2008. Public banks are more efficient than private banks. Banks belonging to a financial holding company (FHC) may operate more efficiently than those belonging to a non-FHC.
Allen, L. and Rai, A. (1996), “Operational efficiency in banking: An international comparison,” Journal of Banking and Finance, 20, 655-672.
Battese, G. E. and Coelli, T. J. (1992), “Frontier production functions, technical efficiency and panel data: With application to paddy farmers in India,” Journal of productivity analysis, 3, 153-169.
Battese, G. E. and Coelli, T. J. (1995), “A model for technical inefficiency effects in a stochastic frontier production function for panel data,” Empirical Economics, 20, 325-332.
Battese, G. E., Heshmati, A. and Hjalmarsson, L. (2000), “Efficiency of labour use in the Swedish banking industry: A stochastic frontier approach,” Empirical Economics, 25, 623-640.
Berger, A. N. and Hannan, T. H. (1998), “ The efficiency cost of market power in the banking industry: A test of the “quiet life” and related hypotheses,” Review Economics and Statistics, 80, 454-465.new window
Berger, A. N. and Humphrey, D. B. (1997), “Efficiency of financial institutions: International survey and directions for future research,” European Journal of Operational Research, 98, 175-212.
Briec, W., Dervaux, B. and Leleu, H. (2003), “Aggregation of directional distance functions and industrial efficiency,” Journal of Economics, 79, 237-261.
Cavallo, L. and Rossi, S. P. S. (2002), “Do environmental variables affect the performance and technical efficiency of the European banking systems? A parametric analysis using the stochastic frontier approach,” European Journal of Finance, 8, 123-146.
Chambers, R. G. (2002), “Exact nonradial input, output, and productivity measurement,” Economic Theory, 20, 751-765.
Chambers, R. G., Chung, Y. H. and Färe, R. (1996), “Benefit and distance functions,” Journal of Economic Theory, 70, 407-419.
Chambers, R. G., Färe, R. and Grosskopf, S. (1996), “Productivity growth in APEC countries,” Pacific Economic Review, 1, 181-190.
Chambers, R. G., Chung, Y. H. and Färe, R. (1998), “Profit, directional distance functions and Nerlovian efficiency,” Journal of Optimization Theory and Applications, 98, 351-364.
Chen, K. H. (2012), “Incorporating risk input into the analysis of bank productivity: Application to the Taiwanese banking industry,” Journal of Banking and Finance, 36, 1911-1927.
Chuang, D. H. and Hölscher, J. (2008), “The changing financial system in Taiwan,” in: McGee, R. W. (Eds.), Accounting Reform in Transition and Developing Economies, Springer: London, New York.
Chung, Y. H., Färe, R. and Grosskopf, S. (1997), “Productivity and undesirable outputs: A directional distance function approach,” Journal of Environmental Management, 51, 229-240.
Coelli, T. J. (1996), “A guide to FRONTIER version 4.1: A computer program for stochastic frontier production and cost function estimation,” CEPA Working Paper No. 96/07, School of Economics, University of New English, Australia.
Das, A. and Ghosh, S. (2006), “Financial deregulation and efficiency: An empirical analysis of Indian banks during the post reform period,” Review of Financial Economics, 15, 193-221.
Dietsch, M. and Lozano-Vivas, A. (2000), “How the environment determines banking efficiency: A comparison between French and Spanish industries,” Journal of Banking and Finance, 24, 985-1004.
Dorfman, J. H. and Koop, G. (2005), “Current developments in productivity and efficiency measurement,” Journal of Econometrics, 126, 233-240.
Elyasiani, E. and Mehdian, S. (1995), “The comparative efficiency performance of small and large US commercial banks in the pre- and post-deregulation eras,” Applied Economics, 27, 1069-1079.
English, M., Grosskoft, S., Hayes, K. and Yaisawarng, S. (1993), “Output allocative and technical efficiency of banks,” Journal of Banking and Finance, 17, 349-366.
Färe, R. and Grosskopf, S. (2000), “Theory and application of directional distance functions,” Journal of Productivity Analysis, 13, 93-103.
Färe, R. and Grosskopf, S. (2004), New Directions: Efficiency and Productivity, Kluwer Academic Publishers: Boston/Dordrecht/London.
Färe, R., Grosskopf, S., Noh, D.-W. and Weber, W. (2005), “Characteristics of a polluting technology: Theory and practice,” Journal of Econometrics, 126, 469-492.
Färe, R., Grosskopf, S. and Hernandez-Sancho, F. (2004), “Environmental performance: An index number approach,” Resource and Energy Economics, 26, 343-352.
Färe, R., Grosskopf, S. and Pasurka, C. A. (2007), “Environmental production functions and environmental directional distance functions,” Energy, 32, 1055-1066.
Färe, R., Grosskopf, S. and Weber, W. L. (2006), “Shadow prices and pollution costs in U.S. agriculture,” Ecological Economics, 56, 89-103.
Färe, R. and Primont, D. (1995), Multi-output Production and Duality: Theory and Applications, Boston: Kluwer Academic Publishers.
Färe, R. and Primont, D. (2003), “Luenberger productivity indicators: Aggregation across firms,” Journal of Productivity Analysis, 20, 425-435.
Färe, R. and Primont, D. (2006), “Directional duality theory,” Economic Theory, 29, 239-247.
Fries, S. and Taci, A. (2005), “Cost efficiency of banks in transition: Evidence from 289 banks in 15 post-communist countries,” Journal of Banking and Finance, 29, 55-81.
Fu, X. and Heffernan, S. (2009), “The effects of reform on China’s bank structure and performance,” Journal of Banking and Finance, 33, 39-52.
Fukuyama, H. and Weber, W. L. (2002), “Estimating output allocative efficiency and productivity change: Application to Japanese banks,” European Journal of Operational Research, 137, 177-190.
Fukuyama, H. and Weber, W. L. (2008), “Japanese banking inefficiency and shadow pricing,” Mathematical and Computer Modelling, 48, 1854-1867.
Grifell-Tatjé, E. and Lovell, C. A. K. (1996), “Deregulation and productivity decline: The case of Spanish savings banks,” European Economic Review, 40, 1281-1303.
Halkos, G. E. and Salamouris D. S. (2004), “Efficiency measurement of the Greek commercial banks with the use of financial ratios: A data envelopment analysis approach,” Management Accounting Research, 15, 201-224.
Hasan, I. and Marton, K. (2003), “Development and efficiency of the banking sector in a transitional economy: Hungarian experience,” Journal of Banking and Finance, 27, 2249-2271.
Hicks, J. (1935), “Annual survey of economic theory: The theory of monopoly,” Econometrica, 3, 1-20.
Hsiao, H. C., Chang, H., Cianci, A. M. and Huang, L. H. (2010), “First financial restructuring and operating efficiency: Evidence from Taiwanese commercial banks,” Journal of Banking and Finance, 34, 1461-1471.
Huang, T. H., Shen, C. H., Chen, K. C. and Tseng, S. J. (2011), “Measuring technical and allocative efficiencies for banks in the transition countries using the Fourier flexible cost function,” Journal of Productivity Analysis, 35, 143-157.
Iqbal, Z., Ramaswamy, K. V. and Akhigbe, A. (1999), “The output efficiency of minority-owned banks in the United States,” International Review of Economics and Finance, 8, 105-114.
Isik, I. and Hassan, M. K. (2003), “Financial deregulation and total factor productivity change: An empirical study of Turkish commercial banks,” Journal of Banking and Finance, 27, 1455-1485.
Karagiannis, G., Midmore, P. and Tzouvelekas, V. (2004), “Parametric decomposition of output growth using a stochastic input distance function,” American Journal of Agricultural Economics, 86, 1044-1057.
Ke, T. Y., Li, Y. and Chiu, Y. H. (2011), “Analyzing for profit efficiency of banks with undesirable output,” African Journal of Business Management, 5, 8141-8149.
Koutsomanoli-Filippaki, A., Margaritis, D. and Staikouras, C. (2009a), “Efficiency and productivity growth in the banking industry of Central and Eastern Europe,” Journal of Banking and Finance, 33, 557-567.
Koutsomanoli-Filippaki, A., Margaritis, D. and Staikouras, C. (2009b), “Profit efficiency under a directional technology distance function approach,” Managerial Finance, 35, 276-296.
Koutsomanoli-Filippaki, A., Margaritis, D. and Staikouras, C. (2012), “Profit efficiency in the European Union banking industry: A directional technology distance function approach,” Journal of Productivity Analysis, 37, 277-293.
Kumbhakar, S. C. and Wang, D. (2007), “Economic reforms, efficiency and productivity in Chinese banking,” Journal of Regulatory Economics, 32, 105-129.
Kumbhakar, S. C., Heshmati, A. and Hjalmarsson, L. (2002), “How fast do banks adjust? A dynamic model of labor-use with an application to Swedish banks,” Journal of Productivity Analysis, 18, 79-102.
Lee, J. D., Park, J. B. and Kim, T. Y. (2002), “Estimation of the shadow prices of pollutants with production/environment inefficiency taken into account: A nonparametric directional distance function approach,” Journal of Environmental Management, 64, 365-375.
Li, Y., Hu, J. L. and Chiu, Y. H. (2004), “Ownership and production efficiency: Evidence from Taiwanese banks,” Service Industries Journal, 24, 129-148.
Li, Y., Hu, J. L. and Liu, H. W. (2009), “Non-performing loans and bank efficiencies: An application of the distance function approach,” Journal of Statistics and Management Systems, 12, 435-450.
Liang, C. J., Yao, M. L., Hwang, D. Y. and Wu, W. H. (2008), “The impact of non-performing loans on bank’s operating efficiency for Taiwan banking industry,” Review of Pacific Basin Financial Markets and Policies, 11, 287-304.
Liu W. C. and Hsu, C. M. (2006), “The role of financial development in economic growth: The experiences of Taiwan, Korea, and Japan,” Journal of Asian Economics, 17, 667-690.
Lozano-Vivas, A., Pastor, J. T. and Hasan, I. (2001), “European bank performance beyond country borders: What really matters?” European Finance Review, 5, 141-165.
Lozano-Vivas, A., Pastor, J. T. and Pastor, J. M. (2002), “An efficiency comparison of European banking systems operating under different environmental conditions,” Journal of Productivity Analysis, 18, 59-77.
Luenberger, D. G. (1992), “Benefit functions and duality,” Journal of Mathematical Economics, 21, 461-481.
Luenberger, D. G. (1995), Microeconomic Theory, McGraw-Hill, Boston.
Maudos, J. and de Guevara, J. F. (2007), “The cost of market power in banking: Social welfare loss vs. cost inefficiency,” Journal of Banking and Finance, 31, 2103-2125.
Park, K. H. and Weber, W. L. (2006), “A note on efficiency and productivity growth in the Korean banking industry, 1992-2002,” Journal of Banking and Finance, 30, 2371-2386.
Peng, Y. H. and Wang, K. (2004), “Cost efficiency and the effect of mergers on the Taiwanese banking industry” Service Industries Journal, 24, 21-39.
Rojas-Suarez, L. (2001), “Rating banks on emerging markets: What credit rating agencies should learn from financial indicators,” in Ratings, Rating Agencies and the Global Financial System, edited by Levich, R., Majnoni, G. and Reinhart, C., Boston: Kluwer, Academic Press.
Shephard, R. W. (1953), Cost and Production Functions, Princeton University Press.
Shephard, R. W. (1970), Theory of Cost and Production Functions, Princeton University Press.
Stiglitz, J. E. (1996), “Some lessons from the East Asian miracle,” World Bank Research Observer, 11, 151-177.
Sturm, J. E. and Williams, B. (2004), “Foreign bank entry, deregulation and bank efficiency: Lessons from the Australian experience,” Journal of Banking and Finance, 28, 1775-1799.
Watanabe, M. and Tanaka, K. (2007), “Efficiency analysis of Chinese industry: A directional distance function approach,” Energy Policy, 35, 6323-6331.
Wu, W. H. (2008), “The second financial reform and the development of financial industry in Taiwan,” Review of Pacific Basin Financial Markets and Policies, 11, 75-97.
Yang, Y. H. (2001), “The financial system and financial reform,” in: Mai, C. C. and Shih, C. S. (Eds.), Taiwan’s Economic Success since 1980, Edward Elgar.
Yeh, M. F. (2005), “Taiwan’s financial reforms,” Taiwan Economic Forum, 3, 23-48.
Yu, M. M. (2004), “Measuring physical efficiency of domestic airports in Taiwan with undesirable outputs and environmental factors,” Journal of Air Transport Management, 10, 295-303.
Zaim, O. (2004), “Measuring environmental performance of state manufacturing through changes in pollution intensities: A DEA framework,” Ecological Economics, 48, 37-47.

 
 
 
 
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