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Multinomial Logistic Regression Results (Predicting Adoption of TTT)
| Variable | Coefficient (β) | Standard Error (SE) | z-value | p-value |
|---|---|---|---|---|
| Access to services (training, repairing) | 0.85 | 0.25 | 3.40 | 0.0007 |
| Financial support | 1.12 | 0.31 | 3.61 | 0.0003 |
| Farm size | 0.54 | 0.19 | 2.84 | 0.0045 |
| Marketing support | 0.73 | 0.22 | 3.32 | 0.0009 |
| Farm ownership | 0.67 | 0.21 | 3.19 | 0.0014 |
| Age | −0.36 | 0.14 | −2.57 | 0.0102 |
Multinomial Logistic Regression Model Fitting Information and Case Processing Summary
| Criteria | Value | Statistical Test | Value |
|---|---|---|---|
| −2 Log Likelihood | 486.723 | Chi-Square | 118.564 |
| Model (Final) | — | df | 18 |
| Significance (p-value) | — | Sig. | 0.000 |
| Cox and Snell R2 | 0.432 | Nagelkerke R2 | 0.587 |
| McFadden R2 | 0.294 | Subpopulation (Valid) | 170 |