Reliability and validity statistics
| Construct/item | Factor loading | Cronbach’s alpha (α) | Composite reliability (CR) | Average variance extracted (AVE) |
|---|---|---|---|---|
| Institutional support (IS) | 0.86 | 0.89 | 0.68 | |
| IS1: FPO provides training | 0.842 | |||
| IS2: FPO provides advisory | 0.815 | |||
| IS3: FPO helps income | 0.821 | |||
| Adaptive practices (AAP) | 0.84 | 0.88 | 0.62 | |
| AAP1: Crop diversification | 0.785 | |||
| AAP2: Water conservation | 0.792 | |||
| AAP3: Sustainable inputs | 0.801 | |||
| AAP4: Modern tools usage | 0.768 | |||
| Financial resilience (FR) | 0.83 | 0.87 | 0.59 | |
| FR1: Savings for expenses | 0.755 | |||
| FR2: Use of crop insurance | 0.781 | |||
| FR3: Financial planning | 0.762 | |||
| Psychological resilience (PR) | 0.85 | 0.88 | 0.65 | |
| PR1: Bounce back quickly | 0.812 | |||
| PR2: In charge of situation | 0.795 | |||
| PR3: Manage difficulties | 0.808 | |||
| Climate adaptability (CA) | 0.87 | 0.90 | 0.70 | |
| CA1: Manage climate shocks | 0.835 | |||
| CA2: Informed decisions | 0.841 | |||
| CA3: Confidence in farming | 0.832 |
| Construct/item | Factor loading | Cronbach’s alpha ( | Composite reliability ( | Average variance extracted ( |
|---|---|---|---|---|
| Institutional support ( | ||||
| IS1: | 0.842 | |||
| IS2: | 0.815 | |||
| IS3: | 0.821 | |||
| Adaptive practices ( | ||||
| AAP1: Crop diversification | 0.785 | |||
| AAP2: Water conservation | 0.792 | |||
| AAP3: Sustainable inputs | 0.801 | |||
| AAP4: Modern tools usage | 0.768 | |||
| Financial resilience ( | ||||
| FR1: Savings for expenses | 0.755 | |||
| FR2: Use of crop insurance | 0.781 | |||
| FR3: Financial planning | 0.762 | |||
| Psychological resilience ( | ||||
| PR1: Bounce back quickly | 0.812 | |||
| PR2: In charge of situation | 0.795 | |||
| PR3: Manage difficulties | 0.808 | |||
| Climate adaptability ( | ||||
| CA1: Manage climate shocks | 0.835 | |||
| CA2: Informed decisions | 0.841 | |||
| CA3: Confidence in farming | 0.832 |
Factor loadings > 0.708 indicate indicator reliability. Cronbach’s alpha > 0.70 and CR > 0.70 indicate internal consistency. AVE > 0.50 indicates convergent validity
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