Government size and openness revisited: the case of financial globalization
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
SUMMARY The volatility of international capital flows to emerging markets has been well documented. Financial globalization may not in general fulfill its theoretical role as a risk sharing mechanism in financially underdeveloped economies, and hence may provide an impetus for compensating government spending. Comparative studies of the public sector have provided evidence of a robust positive association between government size and openness of the economy to trade flows. This paper extends the existing literature by investigating the relationship between government size and financial openness for 87 developing and developed countries between 1976 and 2003. The analysis reveals a positive relationship between exposure to international capital flows and government size. Furthermore, interacting capital flows with income levels shows that richer open economies tend to have smaller government size. These findings are consistent with the hypothesis that benefits of financial integration, in terms of improved risk‐sharing and consumption smoothing, accrue only beyond a certain minimum level of financial development.
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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 | 0.000 | 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