Parameters | Coefficient Estimates | Wald | Odd ratio estimate |
Gender |
|
|
|
Male (r) |
|
| 1.00 |
Female | −0.00127 | 0.9975 | 0.999 |
Age |
|
|
|
<30 (r) |
|
| 1.00 |
31 - 40 | −0.2443 | 0.6204 | 0.783 |
41 - 50 | −0.7350 | 0.2310 | 0.480 |
51 - 60 | −0.6184 | 0.0004* | 0.539 |
61 and above | −0.3007 | 0.7228 | 0.740 |
Education |
|
| 1.00 |
Informal education (r) |
|
|
|
Primary education | 0.0841 | 0.8653 | 1.088 |
Secondary education | 0.2095 | 0.7348 | 1.233 |
Tertiary education | −1.3791 | 0.1045 | 0.252 |
Length of engagement in farming |
|
|
|
<5 (r) |
|
| 1.00 |
6 - 10 | 0.0784 | 0.9345 | 1.082 |
11 - 15 | 1.2508 | 0.1896 | 3.493 |
16 - 20 | 1.6412 | 0.1271 | 5.162 |
21 - 25 | 1.7086 | 0.0203* | 5.521 |
26 - 30 | 1.3424 | 0.1714 | 3.828 |
Source of income |
|
|
|
Government Employee (r) |
|
| 1.00 |
Business persons | −1.8852 | 0.0814 | 0.152 |
Maize farming | −1.5997 | 0.1382 | 0.202 |
Dairy farming | −0.7920 | 0.5158 | 0.453 |
Pastoralism | −2.1796 | 0.0473* | 0.113 |
Wheat farming | 11.9681 | 0.9923 | 0.212 |
Size008_2 | −0.6723 | 0.1607 | 0.511 |
Size of land |
|
|
|
<2 (r) |
|
| 1.00 |
2 - 5 | 2.0169 | 0.1189 | 7.515 |
5 - 10 | 0.3384 | 0.6477 | 1.403 |
Type of landownership |
|
|
|
Owner (r) |
|
| 1.00 |
Leased land | 1.3224 | 0.0280* | 3.753 |
Communal ownership | 0.8142 | 0.1231 | 2.257 |
Training |
|
|
|
Yes (r) |
|
| 1.00 |
No | −0.8742 | 0.0928 | 0.417 |
*Significant at 5% level of significance Odds ratio < 1 less likely to occur in the first group Odds ratio > 1 more likely to occur in the first group Odds ratio of 1 indicates event under study is equally likely to occur in both groups (r) = Reference category |