Efficiency and Determinants in Libyan Banking
Khalad M. S. Alrafadi, Badrul Hisham Kamaruddin, Mazila Md Yusuf
Abstract
This paper provides a comparative analysis regarding the performance of 17 Libyan banks over the period 2004
up to 2010. According to the relevant literature, there are few studies that combine both the Data Envelopment
Analysis (DEA) technique and Tobit model for assessing the efficiency levels and subsequently examining the
determinants of efficiency for the banking sector in Libya. For this study, the DEA technique was used to estimate
technical, pure technical, and scale efficiency of sampled banks by using DEAP software. In the second stage,
Tobit regression model was used to identify potential determinants of efficiency by using EViews 7 software. The
results showed that the specialized banks have exhibited higher mean technical efficiency relative to commercial
and private banks. The results of efficiency determinants showed positive relationship between bank efficiency,
and ROA; size of operation; capital adequacy; and government linked banks (government ownership). This paper
concludes with some policy implications of the results.
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