The Impact of Corporate Governance Practices on Financial Performance in Western Balkan Countries
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 study focuses on assessing the impact of the corporate governance practices of seven Western Balkan countries on their financial performance. Specifically, to investigate the specific relationship between them, we used measures of corporate governance such as the index of disclosure, liquidity and leverage, while to assess financial performance, we utilised return on assets and return on equity. We applied quantitative methods using secondary data. The data were extracted from the published reports of institutions such as the World Bank (WDI), the International Monetary Fund, and the central banks of the respective countries, as well as case studies and foreign literature in this field. Linear regression, fixed-effects, random effects and trend analysis were used to test the hypotheses, and this study will cover a period of five years. From the generated results of the models, we can conclude that the financial leverage and the index of financial disclosures positively influence the financial performance of the Western Balkan countries. We present real and consistent results regarding corporate governance practices' impact on Western Balkan countries' financial performance. Extracting data from the reports of WDI and CB and adhering to international literature allows us to draw competent conclusions and recommendations in this area.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it