Chief executive officers' dispositional optimism, host country's rule of law, and foreign market equity mode choice of Ghanaian small and medium‐sized enterprises
Bibliographic record
Abstract
Abstract Despite a growing interest in the influence of managerial characteristics on firms' strategic decision‐making process, scholarly knowledge is limited with regard to how and when psychological attributes of executives affect firms' foreign entry mode decision. Building on behavioral decision‐making theory, we address this gap by investigating the effect of chief executive officers' (CEOs') optimism on firms' foreign market equity mode choice. In addition, we examine the moderating influence of the host country's rule of law on this relationship. Using primary data from 227 small and medium‐sized enterprises (SMEs) in Ghana, we found that increases in the levels of CEOs' optimism are related to the increases in preference for equity entry mode. This relationship is amplified when CEOs perceive the host country to have stronger rule of law. The findings have theoretical, managerial, and policy implications for SMEs' foreign market entry mode strategy.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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".