Rotated component loadingsa (adaptive capacity indicators)
| Variables | Extracted dimensions | Matrix of squared factor loadings | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | |
| Livestock ownership in TLU | 0.835 | 0.105 | 0.156 | 0.134 | 0.087 | 0.075 | 0.082 | 0.301 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Number of ploughing animals | 0.832 | 0.048 | 0.066 | 0.094 | 0.029 | 0.075 | 0.010 | 0.298 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Number of livestock died in TLU for the past 10 years | 0.351 | 0.010 | 0.056 | −0.238 | 0.270 | 0.061 | 0.041 | 0.053 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Total annual income | 0.271 | 0.902 | 0.114 | 0.191 | 0.038 | 0.005 | 0.000 | 0.000 | 0.213 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Annual farm income | 0.510 | 0.667 | 0.123 | 0.274 | 0.044 | −0.046 | 0.031 | 0.000 | 0.244 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Annual nonfarm income | −0.420 | 0.632 | 0.026 | −0.127 | 0.003 | 0.119 | −0.052 | 0.000 | 0.240 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Membership in farm cooperatives | 0.171 | −0.115 | 0.649 | 0.066 | −0.066 | 0.004 | 0.050 | 0.000 | 0.000 | 0.167 | 0.000 | 0.000 | 0.000 | 0.000 |
| Membership in Edir | 0.139 | 0.047 | 0.644 | −0.013 | 0.054 | −0.203 | 0.148 | 0.000 | 0.000 | 0.135 | 0.000 | 0.000 | 0.000 | 0.000 |
| Decision making role | 0.045 | 0.207 | 0.537 | 0.034 | 0.060 | 0.241 | −0.039 | 0.000 | 0.000 | 0.077 | 0.000 | 0.000 | 0.000 | 0.000 |
| Leadership role in social associations | −0.011 | 0.049 | 0.484 | 0.090 | 0.197 | 0.076 | 0.001 | 0.000 | 0.000 | 0.449 | 0.000 | 0.000 | 0.000 | 0.000 |
| Membership in Senbete | −0.117 | 0.246 | 0.365 | −0.228 | −0.069 | 0.175 | −0.063 | 0.000 | 0.000 | 0.371 | 0.000 | 0.000 | 0.000 | 0.000 |
| Crop diversification | 0.016 | 0.034 | 0.031 | 0.878 | −0.031 | 0.036 | 0.023 | 0.000 | 0.000 | 0.000 | 0.507 | 0.000 | 0.000 | 0.000 |
| Annual crop yield | 0.178 | 0.139 | 0.106 | 0.798 | 0.088 | 0.064 | −0.014 | 0.000 | 0.000 | 0.000 | 0.126 | 0.000 | 0.000 | 0.000 |
| Age category | 0.052 | −0.136 | 0.094 | 0.021 | 0.814 | −0.066 | −0.051 | 0.000 | 0.000 | 0.000 | 0.000 | 0.529 | 0.000 | 0.000 |
| Level of education | −0.050 | −0.144 | −0.059 | −0.038 | −0.406 | −0.129 | −0.035 | 0.000 | 0.000 | 0.000 | 0.000 | 0.419 | 0.000 | 0.000 |
| Improved seed application | 0.061 | 0.072 | 0.344 | 0.126 | 0.054 | 0.619 | −0.046 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.300 | 0.000 |
| Fertiliser application | 0.404 | −0.060 | 0.064 | 0.075 | −0.225 | 0.596 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.279 | 0.000 |
| Credit access | −0.056 | 0.056 | −0.155 | −0.081 | 0.304 | 0.587 | 0.074 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.270 | 0.000 |
| Dependency ratio | −0.015 | 0.036 | 0.067 | −0.014 | −0.203 | 0.019 | 0.862 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.594 |
| Family size | 0.156 | −0.085 | 0.046 | 0.032 | 0.381 | 0.011 | 0.674 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.363 |
| Variables | Extracted dimensions | Matrix of squared factor loadings | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 1 | 2 | 3 | 4 | 5 | 6 | ||
| Livestock ownership in TLU | 0.105 | 0.156 | 0.134 | 0.087 | 0.075 | 0.082 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | ||
| Number of ploughing animals | 0.048 | 0.066 | 0.094 | 0.029 | 0.075 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | ||
| Number of livestock died in TLU | 0.010 | 0.056 | −0.238 | 0.270 | 0.061 | 0.041 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | ||
| Total annual income | 0.271 | 0.114 | 0.191 | 0.038 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | ||
| Annual farm income | 0.510 | 0.123 | 0.274 | 0.044 | −0.046 | 0.031 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | ||
| Annual nonfarm income | −0.420 | 0.026 | −0.127 | 0.003 | 0.119 | −0.052 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | ||
| Membership in farm cooperatives | 0.171 | −0.115 | 0.066 | −0.066 | 0.004 | 0.050 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | ||
| Membership in Edir | 0.139 | 0.047 | −0.013 | 0.054 | −0.203 | 0.148 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | ||
| Decision making role | 0.045 | 0.207 | 0.034 | 0.060 | 0.241 | −0.039 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | ||
| Leadership role in social associations | −0.011 | 0.049 | 0.090 | 0.197 | 0.076 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | ||
| Membership in Senbete | −0.117 | 0.246 | −0.228 | −0.069 | 0.175 | −0.063 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | ||
| Crop diversification | 0.016 | 0.034 | 0.031 | −0.031 | 0.036 | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | ||
| Annual crop yield | 0.178 | 0.139 | 0.106 | 0.088 | 0.064 | −0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | ||
| Age category | 0.052 | −0.136 | 0.094 | 0.021 | −0.066 | −0.051 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | ||
| Level of education | −0.050 | −0.144 | −0.059 | −0.038 | −0.129 | −0.035 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | ||
| Improved seed application | 0.061 | 0.072 | 0.344 | 0.126 | 0.054 | −0.046 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | ||
| Fertiliser application | 0.404 | −0.060 | 0.064 | 0.075 | −0.225 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | ||
| Credit access | −0.056 | 0.056 | −0.155 | −0.081 | 0.304 | 0.074 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | ||
| Dependency ratio | −0.015 | 0.036 | 0.067 | −0.014 | −0.203 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | ||
| Family size | 0.156 | −0.085 | 0.046 | 0.032 | 0.381 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | ||
Notes:
Variable principal normalisation.
Rotation method: Varimax with Kaiser normalisation