Article
Conventional versus Islamic bank efficiency: A dynamic network data-envelopment-analysis approach
Registro en:
Journal of Intelligent & Fuzzy Systems, vol. 40, no. 2, pp. 1921-1933, 2021
1064-1246
10.3233/JIFS-189196
Autor
Azad, Abul Kalam
Talib, Muzalwana Binti Abdul
Kwek, Kian-Teng
Saona Hoffmann, Paolo
Resumen
Artículo de publicación ISI 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.