The Context Sensitivity of International Entrepreneurial Orientation and the Role of Process and Product Innovation Capabilities
Bibliographic record
Abstract
Abstract Drawing on a contingency perspective of the resource‐based view of the firm, we test the thesis that a relationship between international entrepreneurial orientation (IEO) and the international performance of export‐manufacturing firms is context‐sensitive and contingent on innovation capabilities. Using time‐lagged survey data from 369 Bangladeshi export‐manufacturing firms in a least developed country (LDC) as an extreme empirical context, we predict that process and product innovation capabilities are essential to the relationship between IEO and international performance among export‐manufacturing firms. We find that the effect of IEO on international performance is not positive; however, the relationship becomes positive when moderated by process and product innovation capabilities. International entrepreneurial firms in an LDC succeed when they can better align IEO‐driven efforts with these capabilities. Our study advances knowledge on the context sensitivity of IEO and embellishes a resource‐based theory of IEO.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.006 |
| 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 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), 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".