Informal Institutions and Their Comparative Influences on Social and Commercial Entrepreneurship: The Role of In‐Group Collectivism and Interpersonal Trust
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Bibliographic record
Abstract
We use insights from institutional theory to study how societal collectivism and societal trust facilitate or constrain the emergence of social entrepreneurship (SE) and commercial entrepreneurship (CE). Using 58, 918 individual‐level responses obtained from the Global Entrepreneurship Monitor (GEM) survey of 27 countries and supplementing with country‐level data obtained from the World Values Survey (WVS) and the Global Leadership and Organizational Behavior Effectiveness (GLOBE) study, our results from multilevel analyses demonstrate that while societal collectivism decreases the likelihood of CE, it increases that of SE. Further, while societal trust influences both SE and CE positively, the strength of this positive influence is felt more strongly on SE than CE.
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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 | 0.000 | 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 it