Does the <i>Sukuk</i> Issuance Boost Economic Growth? Evidence from Selected Islamic Economies
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This article is determined to check the effects of sukuk issuance on the economic growth of the Islamic countries (Bahrain, Indonesia, Malaysia, Pakistan, Saudi Arabia and United Arab Emirates). The current research has employed a dynamic panel cointegration model pooled mean group/autoregressive distributed lag (PMG/ARDL) and panel causality test to analyse the causal relationship among the study variables. The quarter data have been collected for the period of 2005–2000. The result supports the ‘Schumpeter’s supply leading hypothesis’ that enforces sukuks, leading to economic growth in the Islamic countries in the long run. The findings of this study would facilitate the policymakers in formulating the Islamic financial reforms, which would further make the Islamic financial systems more efficient in stimulating investments/financing that ultimately would enhance economic growth in the long run.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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 it