Technical efficiency of Islamic and conventional banks with undesirable output: Evidence from a stochastic meta-frontier directional distance function
We examine technical efficiency of Islamic and conventional banks. We contribute to the literature by applying a stochastic meta-frontier directional distance function model with undesirable output, which helps to overcome misestimating technical efficiency. For a sample of banks from 28 countries,...
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Veröffentlicht in: | Global finance journal 2022-02, Vol.51, p.100547, Article 100547 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | We examine technical efficiency of Islamic and conventional banks. We contribute to the literature by applying a stochastic meta-frontier directional distance function model with undesirable output, which helps to overcome misestimating technical efficiency. For a sample of banks from 28 countries, we find that a typical Islamic bank is less technically efficient compared to its conventional counterpart. This is due to Islamic banks using less advanced technology compared to conventional banks rather than group-specific technical inefficiency. The findings are robust across six geographical regions of the world.
•Examine the technical efficiency of Islamic and conventional banks using a SMF-DDF approach.•Investigate the difference in technical efficiency estimation with and without undesirable output.•Examine the difference in technical efficiency estimation with and without meta-frontier.•Evaluate the difference in technical efficiency of Islamic and conventional banks across six geographical regions. |
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ISSN: | 1044-0283 1873-5665 |
DOI: | 10.1016/j.gfj.2020.100547 |