Entry mode and equity level: A multilevel examination of foreign direct investment ownership structure
Bibliographic record
Abstract
Abstract Over the last two decades, strategy researchers have sought to understand the ownership structure of firms' foreign direct investments (FDI) as reflected in entry mode and equity level. However, prior FDI research has ignored the interrelated nature of these key FDI decisions. In addition, prior research does not fully account for the fact that individual ownership structure decisions occur within the context of a firm's broader FDI portfolio, and thus reflect a wide and frequently unobserved range of parent firm and host nation effects. Our research seeks to address both of these limitations. Using a rich dataset of 4,459 subsidiaries established by 858 Japanese firms across 38 countries over a 9‐year period, we specify a conditional bivariate, cross‐classified multilevel model of FDI ownership structure. Our model enables the joint estimation of entry mode and equity level, accounts for the portfolio nature of FDI, and compares the relative predictive power of transaction cost‐ and experience‐based explanatory variables across both facets of ownership structure. Copyright © 2007 John Wiley & Sons, Ltd.
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.
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 | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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 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".