Foreign Parent Strategies, Control and International Joint Venture Performance
Bibliographic record
Abstract
This paper develops and expands upon an important connection between foreign parent firm strategies, the manner in which they control their international joint ventures (IJVs), and the performance of those IJVs. Parent firms’ strategies refer to strategic motives, importance, focus, and competitiveness. Foreign parent firm control is conceptualized across three dimensions including the control mechanism, the control focus, and the extent of control. Our empirical evidence is based on the survey data collected from Finnish firms that established IJVs with local firms in the 1990s. The empirical evidence show different strategies used in IJVs by foreign parent firms required different control structures in IJVs. In addition, the firms that adapted control structure in their IJVs according to their strategies were more satisfied with their IJV performance than those who did not. As such, the paper takes a step further from just being concerned about parent firms’ strategies and moves our thinking toward understanding how to realize such strategies through proper control.
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How this classification was reachedexpand
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 | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.004 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".