New Insights into Non-Listed Family SMEs in Spain: Board Social Capital, Board Effectiveness, and Sustainable Performance
Bibliographic record
Abstract
This study proposes an original structural model that analyzes the relationship between sustainable firm performance, and a board of directors’ external and internal social capital. Data collected in 232 non-listed and family-run small and medium-sized enterprises in Spain suggest that the effects of boards’ internal and external social capital on sustainable firm performance were partially transmitted through board effectiveness. However, external social capital influences board effectiveness and sustainable firm performance more than internal social capital. Moreover, interlocks only reinforce the relationship between a board’s external social capital and its effectiveness. Our research offers the following main contributions: (1) A proposed structural theoretical model, (2) a focus on both internal and external social capital, unlike previous literature that emphasized only one perspective, and (3) empirical evidence that supports literature on the interlocking interaction between a boards’ internal and external social capital.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.004 |
| Open science | 0.000 | 0.001 |
| 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".