Exchange Rate Changes and the Operating Performance of Multinationals
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
Abstract Using a sample of 261 US multinationals over the period 1984–2002, we examine the relation between exchange rate changes and the profitability of foreign operations. We find that the impact of exchange rate changes on foreign operations’ profitability is not statistically significant in the majority of industries. Furthermore, according to our variance components analysis, exchange rate changes explain less than 2% of the variation in foreign operations’ profitability for most industries. We also find that the impact of exchange rate changes on foreign operations’ profitability is generally weak for non‐US multinationals from Australia, Canada, Japan and the UK. Our evidence is consistent with the finding of prior studies that the impact of exchange rate changes on firm value is not significant for most multinationals.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| 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