Trade openness, foreign direct investment, and finance-growth nexus in the Eurozone 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
The paper investigates causal relationships between trade openness, foreign direct investment, financial development, and economic growth in 19 Eurozone countries over the period 1988–2013. Using a panel vector error-correction model (VECM), the empirical results show that these variables are cointegrated. The study shows that a combination of opening the Eurozone countries for trade and fostering their financial and economic development have elevated inflows of foreign direct investment into the region in the long run. At the same time, increasing inflows of foreign direct investment in the short run have propelled economic growth, which in return has strengthened the role of financial development and international trade to sustain economic growth in the region through feedback effects. The empirical results have important policy implications for countries in the Eurozone, especially those who face challenges as a result of lack of confidence in their financial system and those who face a sovereign debt crisis.
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 | 0.001 | 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 | 0.001 |
| Open science | 0.001 | 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