How does FDI transmit into domestic investment? Exploring intra-industry and financial channels
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
Foreign direct investment (FDI) is often seen as a means to boost domestic investment and, hence, capital accumulation. Yet, the empirical support for such a positive investment effect of FDI is inconclusive. A possible reason is that FDI is often directed towards the financial sector, where capital investment tends to be low. In this paper, we first explore the within-industry relationship between FDI and domestic investment. We then use a novel approach to analyse how FDI into the financial sector transmits into domestic investment by non-financial industries. Using industry-level FDI and investment data from 12 Central and Eastern European countries between 1997 and 2019, we find that about a quarter of FDI into an industry results in domestic investment. Additionally, we document that industries with close links to the financial sector increase domestic investment in the presence of financial FDI, particularly manufacturing, trade and real estate.
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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