Please cite this article in press as: Saeed, M., Izzeldin, M., Examining the relationship between default risk and efficiency
in Islamic and conventional banks. J. Econ. Behav. Organ. (2014), http://dx.doi.org/10.1016/j.jebo.2014.02.014
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Journal of Economic Behavior & Organization xxx (2014) xxx–xxx
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Journal of Economic Behavior & Organization
j ourna l h om epa ge: w ww.elsevier.com/locate/jebo
Examining the relationship between default risk and
efficiency in Islamic and conventional banks
Momna Saeed
∗
, Marwan Izzeldin
Department of Economics, Lancaster University Management School, Lancaster University, UK
a r t i c l e i n f o
Article history:
Received 15 November 2012
Received in revised form 7 August 2013
Accepted 14 February 2014
Available online xxx
JEL classification:
C33
G21
D240
Keywords:
Islamic banking
Banking efficiency
Stochastic Frontier Analysis
Default risk
Merton’s model
Panel VAR
a b s t r a c t
We examine the relationship between efficiency and default risk in Islamic banks (IBs) and
conventional banks (CBs) in Gulf Cooperation Countries (GCC) and three non-GCC countries
over the period 2002–2010. To the best of our knowledge this is the first study to consider
the efficiency–default risk paradigm in a comparative setup which includes IBs. Efficiency
and default risk are measured using the Stochastic Frontier Approach and distance to default
(Merton’s model) respectively. The existence of causality/reverse causality between the two
is addressed via a panel Vector Auto Regression (VAR) framework. Our analysis shows that
the relationship between profit efficiency and default risk banks across the sample, for CBs
and for the GCC is such that a decrease in default risk is associated with lower efficiency
levels. With the single exception of IBs, the causality from profit efficiency to default risk
is inversely related for all categories. For CBs, the trade-off between efficiency and risk
is evident. The absence of a trade-off for IBs suggests that efficiency and default risk are
plausible early warning indicators of IB instability. These findings could be of relevance to
regulators in countries where both banking system co-exist.
© 2014 Elsevier B.V. All rights reserved.
1. Introduction
The recent financial crisis remains as a stark reminder of the need to monitor the health of the banking industry. An
increase in the tendency to default remains a good indicator of riskiness in banks; and this has gained much attention
given the association of defaults with financial instability (Porath, 2004). There are only two studies of note: Koutsomanoli-
Filippaki and Mamatzakis (2009) and Koetter and Porath (2007) provide comprehensive evidence on the causality between
efficiency and default risk.
This paper has benefited from comments by Abdelhafid Benamraoui, Meryem Duygun, Gerry Steele and an anonymous referee. We also thank partic-
ipants at the 2012 IFABS Conference on Rethinking Banking and Finance: Money, Markets and Models in University of Valencia, Spain, and the discussant
and participants at the JEBO Islamic Finance Conference 29th September to 1st October 2012 for valuable suggestions. Financial support from Gulf One
Investment Bank, Bahrain, is gratefully acknowledged. We thank Jullian William for providing us with the MATLAB routines to calculate D-to-D. We would
also like to thank Lea Zicchino and Inessa Love for providing the codes for panel VAR estimation.
∗
Corresponding author. Tel.: +44 01524592930.
E-mail address: m.saeed@lancaster.ac.uk (M. Saeed).
http://dx.doi.org/10.1016/j.jebo.2014.02.014
0167-2681/© 2014 Elsevier B.V. All rights reserved.