The Effect of the Global Financial Crisis on the Profitability of Islamic Banks in UAE
Bibliographic record
Abstract
This paper empirically analyzes the profitability of the four Islamic banks operating in the UAE during the financial period between 2004 and 2009 using three profitability indicators, return on total income, return on assets and return on equity. The researcher uses a variety of techniques, equality of means, coefficient of variation and Anova analysis to assess the effect of the financial crisis on the performance of the four specified banks. The findings show that although the financial crisis began in the 3rd quarter of 2007, its impact on the profitability of Islamic banks was most profound in 2008 and 2009 where there was a notable decline in all analyzed financial indicators. Moreover, the three indicators held a higher variability rate during the crisis years spanning 2008 to 2009 in stark contrast with the pre-crisis rates of the period spanning 2004 to 2007. Anova analysis across the four banks show significant differences between the mean of most indicators, suggesting varying performance under the adverse conditions present during the recession.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".