Conventional versus Islamic bank efficiency: A dynamic network data-envelopment-analysis approach

Talib, Muzalwana Binti Abdul; Kwek, Kian-Teng

Abstract

This study compares the efficiency of conventional and Islamic banks in Malaysia by engaging in a dynamic three-step (production, intermediation, and profitability) network data envelopment analysis (DEA). The inputs and outputs for the DEA model are selected based on the CAMELS rating. The major contributions of this study are threefold. First, this study investigates the efficiency of Malaysian banks using a novel dynamic network DEA model. Second, the Malaysian banking industry is found to be efficient in creating earning assets rather than in creating loans or profit. The results reveal that only a few banks in Malaysia have been efficient in converting deposits and equities into profit. Third, Islamic banks, in general, have been performing efficiently in the production and profitability approaches. Conventional banks, in contrast, are found to have been efficient in the intermediation approach. Policy implications are derived from the main conclusions.

Más información

Título según WOS: Conventional versus Islamic bank efficiency: A dynamic network data-envelopment-analysis approach
Título según SCOPUS: Conventional versus Islamic bank efficiency: A dynamic network data-envelopment-Analysis approach
Título de la Revista: Journal of Intelligent and Fuzzy Systems
Volumen: 40
Número: 2
Editorial: IOS Press BV
Fecha de publicación: 2021
Página final: 1933
Idioma: English
DOI:

10.3233/JIFS-189196

Notas: ISI, SCOPUS