TECHNICAL EFFICIENCY AND CREDIT RISK ASSESSMENT FOR COMMERCIAL BANKS UNDER BASEL II ACCORD

被引:0
|
作者
Elatraby, Amr I. A. [1 ]
Halaby, Badrya M. M. [1 ]
机构
[1] Ain Shams Univ, Stat Math & Insurance Dept, Cairo, Egypt
关键词
technical efficiency; data envelopment analysis (DEA); scale efficiency; pure technical efficiency; CCR model; BCC model;
D O I
暂无
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
The study uses data envelopment analysis techniques (DEA) to assess banks' intermediation efficiency, the study contains the construction of 15 separate annual efficiency frontiers, one for each year under study and also the construction of a single grand frontier which envelopes the pooled input-output of all banks in all the years. The results suggest that financial reforms introduced by Egyptian government over the period of the study (1994-2008) have a positive and significant effect on improving technical efficiency of the Egyptian banking sector, also there is a steady decline in the market share of the largest four banks through this time. The findings show that the state owned banks are more technically efficient than private banks and the average X-inefficiency of Egyptian commercial banks is around 47%, this means that Egyptian commercial banks could have achieved the same output using 53% only of the used inputs. And this supports the hypothesis that most of Egyptian banks operate at a non-optimal scale.
引用
收藏
页码:33 / 61
页数:29
相关论文
共 50 条
  • [21] Credit risk assessment model for Jordanian commercial banks: Neural scoring approach
    Bekhet, Hussain Ali
    Eletter, Shorouq Fathi Kamel
    [J]. REVIEW OF DEVELOPMENT FINANCE, 2014, 4 (01) : 20 - 28
  • [22] An Application of KMV Model on Quantitative Assessment of Credit Risk in Chinese Commercial Banks
    Ren, Shuxia
    Sun, Qiming
    Shi, Yuguang
    [J]. PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE OF MANAGEMENT SCIENCE AND INFORMATION SYSTEM, VOLS 1-4, 2009, : 1198 - 1200
  • [23] Credit Risk Assessment Model of Commercial Banks Based on Fuzzy Neural Network
    Yao, Ping
    Wu, Chong
    Yao, Minghui
    [J]. ADVANCES IN NEURAL NETWORKS - ISNN 2009, PT 1, PROCEEDINGS, 2009, 5551 : 976 - +
  • [24] Credit risk assessment in commercial banks based on fuzzy support vector machines
    Zhou, Qifeng
    Lin, Chengde
    [J]. 2006 9TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS AND VISION, VOLS 1- 5, 2006, : 399 - +
  • [25] A comparison of multi-classification methods for credit risk assessment in commercial banks
    Zhou Difeng
    Lin Chengde
    [J]. Proceedings of the 24th Chinese Control Conference, Vols 1 and 2, 2005, : 1734 - 1737
  • [26] EFFICIENCY ASSESSMENT OF COMMERCIAL BANKS IN BULGARIA
    Nguyen Van Tru
    [J]. ACCESS-ACCESS TO SCIENCE BUSINESS INNOVATION IN THE DIGITAL ECONOMY, 2022, 3 (01): : 81 - 83
  • [27] BASEL II: ACCORD, CREDIT PORTFOLIO REALLOCATIONS AND RISK TAKING INCENTIVES: AN APPLICATION TO EAST-ASIAN EMERGING COUNTRIES
    Bruno, Olivier
    Girod, Alexandra
    [J]. REVUE ECONOMIQUE, 2008, 59 (06): : 1193 - 1213
  • [28] Credit risk assessment and the impact of the New Basel Capital Accord on small and medium-sized enterprises An empirical analysis
    Gama, Ana Paula Matias
    Geraldes, Helena Susana Amaral
    [J]. MANAGEMENT RESEARCH REVIEW, 2012, 35 (08): : 727 - 749
  • [29] Estimating the technical and scale efficiency of Greek commercial banks: The impact of credit risk, off-balance sheet activities, and international operations
    Pasiouras, Fotios
    [J]. RESEARCH IN INTERNATIONAL BUSINESS AND FINANCE, 2008, 22 (03) : 301 - 318
  • [30] Credit risk assessment in commercial banks based on multi-layer SVM classifier
    Sun, Wei
    Yang, Chenguang
    [J]. COMPUTATIONAL INTELLIGENCE, PT 2, PROCEEDINGS, 2006, 4114 : 778 - 785