From: Predicting minimum tillage adoption among smallholder farmers using micro-level and policy variables
Variable Description | Pooled (N = 11,188) | Ethiopia (N = 3861) | Kenya (N = 2851) | Malawi (N = 2937) | Tanzania (N = 1539) | |||||
---|---|---|---|---|---|---|---|---|---|---|
Mean | SD | Mean | SD | Mean | SD | Mean | SD | Mean | SD | |
Minimum tillage and mulching | 0.22 | 0.41 | 0.30 | 0.46 | 0.05 | 0.21 | 0.35 | 0.48 | 0.11 | 0.31 |
Sex of household head (male = 1, female = 0) | 0.87 | 0.33 | 0.94 | 0.24 | 0.82 | 0.39 | 0.83 | 0.37 | 0.88 | 0.32 |
Age of the household head (years) | 45.0 | 14.2 | 42.5 | 12.7 | 50.7 | 14.3 | 42.4 | 14.4 | 45.9 | 13.8 |
Education of the household head (years of schooling completed) | 5.21 | 3.96 | 3.03 | 3.33 | 7.54 | 3.82 | 5.73 | 3.74 | 5.40 | 3.16 |
Main source of income: | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â |
 Crop and livestock farming | 0.93 | 0.26 | 0.99 | 0.11 | 0.77 | 0.42 | 1.0 | NA | 0.94 | 0.23 |
 Salaried employment | 0.03 | 0.16 | 0.01 | 0.08 | 0.08 | 0.27 | NA | NA | 0.04 | 0.19 |
 Non-farm self-employment | 0.03 | 0.17 | 0.00 | 0.05 | 0.10 | 0.30 | NA | NA | 0.02 | 0.13 |
 Casual labour | 0.02 | 0.13 | 0.00 | 0.05 | 0.06 | 0.23 | NA | NA | 0.002 | 0.04 |
 Number of family members | 5.98 | 2.56 | 6.81 | 2.60 | 5.85 | 2.70 | 5.21 | 2.17 | 5.65 | 2.29 |
 Livestock owned (in tropical livestock units (TLU)) | 4.75 | 6.19 | 6.24 | 5.74 | 2.40 | 2.47 | 0.72 | 1.74 | 3.49 | 7.15 |
 Total farm size cultivated (ha) | 2.75 | 3.12 | 2.58 | 1.85 | 1.32 | 3.14 | 3.38 | 2.60 | 4.66 | 4.78 |
 Total non-livestock assets owned by the household in ($) | 647 | 1163 | 883 | 1371 | 740 | 1134 | 506 | 1033 | 152 | 507 |
 Household is credit constrained (yes = 1) | 0.47 | 0.50 | 0.56 | 0.50 | 0.45 | 0.50 | 0.49 | 0.50 | 0.26 | 0.44 |
 Respondent confident in skill and advice of extension provider (yes = 1) | 0.28 | 0.45 | 0.29 | 0.45 | 0.26 | 0.44 | 0.25 | 0.43 | 0.39 | 0.49 |
Perceived plot soil fertility | Â | Â | Â | Â | Â | Â | Â | Â | Â | 0.52 |
 Poor | 0.11 | 0.31 | 0.07 | 0.25 | 0.14 | 0.35 | 0.14 | 0.34 | 0.08 | 0.28 |
 Medium | 0.50 | 0.50 | 0.47 | 0.50 | 0.54 | 0.50 | 0.39 | 0.49 | 0.72 | 0.45 |
 Good | 0.39 | 0.49 | 0.47 | 0.50 | 0.32 | 0.47 | 0.48 | 0.50 | 0.20 | 0.40 |
Perceived plot slopes | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â |
 Gentle/flat | 0.57 | 0.50 | 0.67 | 0.47 | 0.47 | 0.50 | 0.62 | 0.49 | 0.39 | 0.49 |
 Medium | 0.37 | 0.48 | 0.30 | 0.46 | 0.49 | 0.50 | 0.27 | 0.44 | 0.51 | 0.50 |
 Steep | 0.06 | 0.24 | 0.03 | 0.17 | 0.04 | 0.20 | 0.11 | 0.31 | 0.10 | 0.29 |
 Number of grain traders from outside village known to respondent | 4.26 | 6.20 | 4.21 | 5.35 | 3.52 | 3.59 | 6.14 | 6.04 | 2.19 | 10.10 |
 Number of non-relatives from outside the village respondent can rely on for help | 4.27 | 8.30 | 4.93 | 10.84 | 5.98 | 8.80 | 2.66 | 4.00 | 2.54 | 4.23 |
 Household head belongs to a farmers’ association (cooperatives, etc.) 1 = yes, 0 otherwise | 0.25 | 0.44 | 0.20 | 0.40 | 0.19 | 0.40 | 0.39 | 0.49 | 0.25 | 0.43 |
 Walking minutes to the nearest market | 64.79 | 61.42 | 47.99 | 34.67 | 80.65 | 54.72 | 32.69 | 26.47 | 138.83 | 94.36 |
 Drought perceived as a major future risk (yes = 1) | NA | NA | NA | NA | 0.15 | 0.36 | NA | NA | NA | NA |
 Pests and diseases perceived as a major future risk (yes = 1) | NA | NA | NA | NA | 0.15 | 0.36 | NA | NA | NA | NA |
 High input and low crop prices perceived as a major future risk (yes = 1) | NA | NA | NA | NA | 0.19 | 0.39 | NA | NA | NA | NA |
 Personal health or economic situation perceived as a major future risk (yes = 1) | NA | NA | NA | NA | 0.17 | 0.38 | NA | NA | NA | NA |