| 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 | |||