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Technical and Scale Efficiencies for Chinese Rural Credit Cooperatives: A Bootstrapping Approach in Data Envelopment Analysis

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  • Dong, Fengxia
  • Featherstone, Allen

Abstract

Chinese rural credit cooperatives (RCCs) are a major supplier of credit to the rural sector in the country. However, Chinese RCCs are currently encountering operating problems, and an experimental reform is being carried out to restructure and reform the RCCs. In order to have some idea about the efficacy of reform, it is important to have an understanding of the institutional economics underlying the delivery of rural credit in China. This paper evaluates pure technical efficiency, overall technical efficiency, and scale efficiencies for RCCs in China using nonparametric techniques. The use of a bootstrap algorithm is proposed to perform inference for efficiency measures. Keywords: bootstrapping, Chinese rural credit cooperatives, data envelopment analysis, scale efficiency, technical efficiency.

Suggested Citation

  • Dong, Fengxia & Featherstone, Allen, 2004. "Technical and Scale Efficiencies for Chinese Rural Credit Cooperatives: A Bootstrapping Approach in Data Envelopment Analysis," Staff General Research Papers Archive 11992, Iowa State University, Department of Economics.
    • Handle: RePEc:isu:genres:11992
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    1. Pooran Lall & Allen Featherstone & David Norman, 2000. "Productive efficiency and growth policies for the Caribbean," Applied Economics, Taylor & Francis Journals, vol. 32(11), pages 1483-1493.
    2. Berger, Allen N. & DeYoung, Robert, 1997. "Problem loans and cost efficiency in commercial banks," Journal of Banking & Finance, Elsevier, vol. 21(6), pages 849-870, June.
    3. Hardle, Wolfgang & Linton, Oliver, 1986. "Applied nonparametric methods," Handbook of Econometrics, in: R. F. Engle & D. McFadden (ed.), Handbook of Econometrics, edition 1, volume 4, chapter 38, pages 2295-2339, Elsevier.
    4. Tser-Yieth Chen, 2001. "An estimation of X-inefficiency in Taiwan's banks," Applied Financial Economics, Taylor & Francis Journals, vol. 11(3), pages 237-242.
    5. 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.
    6. 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.
    7. Xie, Ping, 2003. "Reforms of China's rural credit cooperatives and policy options," China Economic Review, Elsevier, vol. 14(4), pages 434-442.
    8. Golany, Boaz & Thore, Sten, 1997. "The Economic and Social Performance of Nations: Efficiency and Returns to Scale," Socio-Economic Planning Sciences, Elsevier, vol. 31(3), pages 191-204, September.
    9. Allen N. Berger & Anil K. Kashyap & Joseph M. Scalise, 1995. "The Transformation of the U.S. Banking Industry: What a Long, Strange Trips It's Been," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 26(2), pages 55-218.
    10. Fare, Rolf & Shawna Grosskopf & Mary Norris & Zhongyang Zhang, 1994. "Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries," American Economic Review, American Economic Association, vol. 84(1), pages 66-83, March.
    11. Armah, Bernard Kaku Ndarku & Park, Timothy A. & Lovell, C.A. Knox, 1999. "Evaluating The Performance Of Agricultural Bank Management: The Impact Of State Regulatory Policies," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 31(3), pages 1-12, December.
    12. James R. Barth & Ray Y. Chou & John S. Jahera & P. A. V. B. Swamy, 1995. "Determinants of U.S. commercial bank performance: regulatory and econometric issues," Finance and Economics Discussion Series 95-29, Board of Governors of the Federal Reserve System (U.S.).
    13. Allen M. Featherstone & Charles B. Moss, 1994. "Measuring Economies of Scale and Scope in Agricultural Banking," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 76(3), pages 655-661.
    14. 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.
    15. Despotis, D.K., 2005. "Measuring human development via data envelopment analysis: the case of Asia and the Pacific," Omega, Elsevier, vol. 33(5), pages 385-390, October.
    16. Oulton,Nicholas & O'Mahony,Mary, 1994. "Productivity and Growth," Cambridge Books, Cambridge University Press, number 9780521453455, October.
    17. Yangseon Kim & Peter Schmidt, 2000. "A Review and Empirical Comparison of Bayesian and Classical Approaches to Inference on Efficiency Levels in Stochastic Frontier Models with Panel Data," Journal of Productivity Analysis, Springer, vol. 14(2), pages 91-118, September.
    18. 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.
    19. Paul N. Ellinger, 1994. "Potential Gains from Efficiency Analysis of Agricultural Banks," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 76(3), pages 652-654.
    20. 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.
    21. Hardle, Wolfgang & Linton, Oliver, 1986. "Applied nonparametric methods," Handbook of Econometrics, in: R. F. Engle & D. McFadden (ed.), Handbook of Econometrics, edition 1, volume 4, chapter 38, pages 2295-2339, Elsevier.
    22. Rangan, Nanda & Grabowski, Richard & Aly, Hassan Y. & Pasurka, Carl, 1988. "The technical efficiency of US banks," Economics Letters, Elsevier, vol. 28(2), pages 169-175.
    23. Mickael Lothgren & Magnus Tambour, 1999. "Testing scale efficiency in DEA models: a bootstrapping approach," Applied Economics, Taylor & Francis Journals, vol. 31(10), pages 1231-1237.
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    2. Ummad Mazhar & Ceyhun Elgin, 2013. "Environmental Regulation, Pollution and the Informal Economy," SBP Research Bulletin, State Bank of Pakistan, Research Department, vol. 9, pages 62-81.
    3. Matthews, Kent & Xiao, Zhiguo, 2020. "Rational cost inefficiency and convergence in Chinese banks," Economic Modelling, Elsevier, vol. 91(C), pages 696-704.
    4. Kanybek Nur-tegin, 2007. "Do Transition Economies and Developing Countries Have Similar Destinies?," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 35(3), pages 327-342, September.
    5. Amin W. Mugera & Allen M. Featherstone, 2008. "Backyard Hog Production Efficiency: Evidence from the Philippines," Asian Economic Journal, East Asian Economic Association, vol. 22(3), pages 267-287, September.
    6. Kent Matthews & Zhiguo Xiao & Xu Zhang, 2009. "Rational Cost Inefficiency in Chinese Banks," Working Papers 292009, Hong Kong Institute for Monetary Research.
    7. Matthews, Kent & Guo, Jianguang & Zhang, Xu, 2008. "X-efficiency versus Rent Seeking in Chinese banks: 1997-2006," Cardiff Economics Working Papers E2008/26, Cardiff University, Cardiff Business School, Economics Section.
    8. Yi, Fujin & Sun, Dingqiang & Zhou, Yingheng, 2015. "Grain subsidy, liquidity constraints and food security—Impact of the grain subsidy program on the grain-sown areas in China," Food Policy, Elsevier, vol. 50(C), pages 114-124.
    9. Shahsuzan Zakaria, 2023. "The Need to go Beyond Deterministic Data Envelopment Analysis (DEA): A Comparative Analysis with Bootstrapping DEA in Risk Management Efficiency Measurements," Information Management and Business Review, AMH International, vol. 15(4), pages 433-446.
    10. Matthews, Kent & Guo, Jianguang & Zhang, Nina & Wang, Lina, 2007. "Bank Efficiency in China, Rent Seeking versus X-inefficiency: A non-parametric Bootstrapping Approach," Cardiff Economics Working Papers E2007/4, Cardiff University, Cardiff Business School, Economics Section, revised Mar 2007.
    11. Liqiong Lin & Weizhuo Wang & Christopher Gan & Quang T. T. Nguyen, 2019. "Credit Constraints on Farm Household Welfare in Rural China: Evidence from Fujian Province," Sustainability, MDPI, vol. 11(11), pages 1-19, June.
    12. Hans J. Czap & Kanybek D. Nur-tegin, 2011. "Big Bang vs. Gradualism – A Productivity Analysis," EuroEconomica, Danubius University of Galati, issue 29, pages 38-56, August.
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    Keywords

    bootstrapping; chinese rural credit cooperatives; data envelopment analysis; scale efficiency; technical efficiency.;
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