Detailed results of alternative cluster models
| Model | Cluster number | Cluster name | Share of items | Family manager | Family share | Employees | Female managers | Age | Silhouette score |
|---|---|---|---|---|---|---|---|---|---|
| 2 cluster model | 1 | Mature and balanced governance FFs | 69.5% | 57.4% | 64.5% | 40.79 | 29.5% | 23.01 | 0.3 |
| 2 | Family-dominated FFs | 30.5% | 78.7% | 99.3% | 22.78 | 33.0% | 18.14 | ||
| 3 cluster model | 1 | Mature and diversified FFs | 29.5% | 56.9% | 63.7% | 40.63 | 29.3% | 23.07 | 0.4 |
| 2 | Family-owned, mixed-managed FFs | 43.0% | 66.2% | 99.1% | 22.33 | 52.7% | 0.1863 | ||
| 3 | Family-dominated FFs | 27.5% | 97.9% | 99.3% | 0.2437 | 2.4% | 17.49 | ||
| 4 cluster model | 1 | Co-owned and co-managed FFs | 21.4% | 55.0% | 56.7% | 22.14 | 29.6% | 19.72 | 0.4 |
| 2 | Co-managed FFs | 42.0% | 66.2% | 99.2% | 21.58 | 52.8% | 18.62 | ||
| 3 | Mature FFs | 9.9% | 65.1% | 84.2% | 83.35 | 28.5% | 29.65 | ||
| 4 | Male-managed and family-dominated FFs | 26.7% | 97.9% | 99.5% | 0.2327 | 2.4% | 17.41 | ||
| 6 cluster model | 1 | Balanced co-owned and co-managed family business | 20.3% | 55.2% | 55.9% | 21.6 | 29.7% | 19.75 | 0.5 |
| 2 | Female-managed and strongly family-owned business | 18.2% | 91.0% | 99.2% | 20.23 | 81.5% | 17.39 | ||
| 3 | Family-owned, co-managed business | 25.2% | 47.1% | 98.5% | 22.66 | 29.1% | 19.28 | ||
| 4 | Large and mature family business | 9.6% | 66.2% | 83.2% | 86.32 | 28.6% | 22.63 | ||
| 5 | Very old and mature family business | 0.9% | 74.7% | 89.8% | 38.2 | 32.2% | 100.51 | ||
| 6 | Male-managed and family-dominated business | 25.8% | 98.8% | 99.5% | 22.74 | 2.7% | 17.64 |
| Model | Cluster number | Cluster name | Share of items | Family manager | Family share | Employees | Female managers | Age | Silhouette score |
|---|---|---|---|---|---|---|---|---|---|
| 2 cluster model | 1 | Mature and balanced governance FFs | 69.5% | 57.4% | 64.5% | 40.79 | 29.5% | 23.01 | 0.3 |
| 2 | Family-dominated FFs | 30.5% | 78.7% | 99.3% | 22.78 | 33.0% | 18.14 | ||
| 3 cluster model | 1 | Mature and diversified FFs | 29.5% | 56.9% | 63.7% | 40.63 | 29.3% | 23.07 | 0.4 |
| 2 | Family-owned, mixed-managed FFs | 43.0% | 66.2% | 99.1% | 22.33 | 52.7% | 0.1863 | ||
| 3 | Family-dominated FFs | 27.5% | 97.9% | 99.3% | 0.2437 | 2.4% | 17.49 | ||
| 4 cluster model | 1 | Co-owned and co-managed FFs | 21.4% | 55.0% | 56.7% | 22.14 | 29.6% | 19.72 | 0.4 |
| 2 | Co-managed FFs | 42.0% | 66.2% | 99.2% | 21.58 | 52.8% | 18.62 | ||
| 3 | Mature FFs | 9.9% | 65.1% | 84.2% | 83.35 | 28.5% | 29.65 | ||
| 4 | Male-managed and family-dominated FFs | 26.7% | 97.9% | 99.5% | 0.2327 | 2.4% | 17.41 | ||
| 6 cluster model | 1 | Balanced co-owned and co-managed family business | 20.3% | 55.2% | 55.9% | 21.6 | 29.7% | 19.75 | 0.5 |
| 2 | Female-managed and strongly family-owned business | 18.2% | 91.0% | 99.2% | 20.23 | 81.5% | 17.39 | ||
| 3 | Family-owned, co-managed business | 25.2% | 47.1% | 98.5% | 22.66 | 29.1% | 19.28 | ||
| 4 | Large and mature family business | 9.6% | 66.2% | 83.2% | 86.32 | 28.6% | 22.63 | ||
| 5 | Very old and mature family business | 0.9% | 74.7% | 89.8% | 38.2 | 32.2% | 100.51 | ||
| 6 | Male-managed and family-dominated business | 25.8% | 98.8% | 99.5% | 22.74 | 2.7% | 17.64 |
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