A Comparative Analysis of Optimal Performance in the Islamic and Conventional Banking Systems: Using a Jump-Diffusion Stochastic Process

Document Type : Research Paper

Authors

1 Ph.D. Candidate, Faculty of Economics, University of Tehran

2 Professor of Economics, Faculty of Economics, University of Tehran

Abstract

Considerable growth of Islamic banking industry during recent years makes it more interesting for researchers, to compare relative performance of Islamic banking system and its conventional counterpart. This paper, as a new approach, tries to compare optimal performance of these systems using stochastic optimal control. It is supposed that the loan mechanism, in both Islamic and conventional banking systems, follows the jump-diffusion stochastic process. Also, for the construction of the objective function in each model, the characteristics of Islamic and conventional banking systems are taken into account. Simulating stochastic differential equations, derived by solving the stochastic optimization problem in each system, enable us to compare the optimal performance of two banking systems. To create comparable situation, we assumed similar parameters for differential equations in both systems. According to the simulation results, the optimal performance of loans and deposits in Islamic banking are superior to ones in conventional banking system. Sensitivity analysis of the results to assumed parameter values show that the loan profit or interest rates are the most effective parameters, in such a way that, declining banking rates in each system could change the performance in favor of that system.

Keywords

Ahmad‎, ‎A.‎ U. F.‎ ‎and ‎‎Hassan‎, ‎M‎. ‎K. (2007)‎,‎ "‎Riba and Islamic Banking"‎, ‎Journal of Islamic Economics‎, ‎Banking and ‎Finance‎‎, ‎Vol‎. ‎3‎, ‎No‎. ‎1‎, ‎January‎ - ‎June 2007‎.
Black, F. ‎and ‎‎Scholes, M. J.‎ ‎(1973)‎,‎ "‎The Pricing of Options and Corporate Liabilities"‎, ‎Journal of Political ‎Economy‎, ‎Vol.81‎, ‎No‎. ‎3‎‎‎‎‎, ‎pp‎. ‎637-654.
‎‎Dangl, J‎. ‎P. and ‎Lehar, B. ‎(2004), ‎"‎Value-at-risk vs‎. ‎Building Block Regulation in Banking"‎, Journal of Financial ‎Intermediation‎‎, ‎vol‎. ‎13‎‎‎, ‎pp.96-131‎.
‎‎‎Ernst and Young ‎(2013)‎, ‎‎World Islamic Banking Competitiveness Report 2013‎‎‎, ‎December 2012. ‎
‎‎Hanson‎, ‎F. ‎B. ‎(2007)‎,‎ ‎Applied Stochastic Processes and Control for Jump-Diffusions‎: ‎Modeling‎, ‎Analysis and ‎Computation, ‎University of Illinois‎, ‎Chicago‎, ‎USA‎‎‎.
‎Iqbal, M. (2001)‎, "‎Islamic and Conventional Banking in the Nineties‎: ‎A Comparative Study"‎, ‎Islamic Economic Studies, ‎Vol.8‎, ‎No.2‎, ‎April.
Malik, M. S. and Mustafa, A. M. (2011), "Controversies that Make Islamic Banking Controversial: An Analysis of Issues and Challenges", ‎American Journal of Social and Management Science, Vol 2, No.1, pp.41-46.‎
‎‎‎Mohamad, S‎. and ‎Hassan‎, ‎T. and ‎Bader‎, ‎M.‎ K. I. ‎(2008) ‎"‎Efficiency of Conventional versus Islamic Banks‎: ‎International Evidence using the Stochastic Frontier Approach (SFA)‎", ‎‎Journal of Islamic Economics‎, ‎Banking and ‎Finance‎‎, ‎Vol‎. ‎4‎, ‎No‎. ‎2‎‎‎‎‎, ‎pp.107-130‎.
‎‎‎‎Mukuddem-Petersen, J. and Petersen, M‎. ‎A. ‎(2006),‎ "‎Bank Management via Stochastic Optimal Control"‎, ‎Automatica, ‎vol‎. ‎42‎, ‎No‎. ‎8‎‎‎, ‎pp‎.1395-1406‎.
‎‎‎Mukuddem-Petersen, J.‎ and ‎Petersen, M‎. ‎A. and ‎Schoeman, I‎. ‎M. ‎and Tau, B‎. ‎A. ‎(2007),‎ "‎Maximizing Banking Profit on a Random Time Interval"‎, ‎‎Journal of Applied ‎Mathematics, 22 pages‎.