Climate information service–climate-smart agriculture prioritization determinants (multinomial logit estimation)
| Practice /variables | ENH | LEG | ORG | PD | PSV |
|---|---|---|---|---|---|
| Age | 0.0016 (0.0025) | 0.0021 (0.0018) | −0.0001 (0.0019) | 0.0014 (0.0015) | 0.0000 (0.0010) |
| Education | 0.0848*** (0.0294) | 0.0171 (0.0123) | 0.1010*** (0.0375) | 0.0147* (0.0086) | −0.3457*** (0.1052) |
| Gender | −0.2090*** (0.0544) | 0.0281 (0.0432) | 0.0575 (0.0476) | 0.0457 (0.04674) | 0.0007 (0.0401) |
| WTP for climate information | 0.08680 (0.0561) | −0.0632 (0.0485) | 0.0649 (0.0449) | 0.0124 (0.0403) | −0.0057 (0.0276) |
| Land ownership | 0.1380** (0.0580) | −0.0359 (0.0450) | −0.0891** (0.0409) | −0.0571 (0.0434) | 0.02249 (0.0305) |
| Extension service access | 0.0111 (0.0628) | 0.2105** (0.0880) | −0.1245** (0.0572) | −0.0200 (0.0589) | −0.0699*** (0.0223) |
| Climate inform usefulness | 0.1335* (0.0790) | 0.0084 (0.0602) | 0.0708 (0.0540) | −0.0534 (0.0579) | −0.0305 (0.0309) |
| Household size | −0.0017 (0.0067) | −0.0112 (0.0095) | 0.0080** (0.0036) | −0.0085* (0.0045) | 0.0046 (0.0032) |
| Farmer based organizations | −0.0854 (0.0589) | 0.0236 (0.0602) | −0.0249 (0.0673) | 0.1018 (0.0637) | −0.0425 (0.0305) |
| Credit access | −0.0180 (0.0535) | −0.0098 (0.0447) | −0.0559 (0.0439) | −0.0110 (0.0400) | 0.0624* (0.0334) |
| Years of climate information | 0.0163* (0.0087) | 0.0142** (0.0072) | −0.0181 (0.0111) | 0.0055 (0.0054) | 0.0072* (0.0037) |
| Practice /variables | |||||
|---|---|---|---|---|---|
| Age | 0.0016 (0.0025) | 0.0021 (0.0018) | −0.0001 (0.0019) | 0.0014 (0.0015) | 0.0000 (0.0010) |
| Education | 0.0848 | 0.0171 (0.0123) | 0.1010 | 0.0147 | −0.3457 |
| Gender | −0.2090 | 0.0281 (0.0432) | 0.0575 (0.0476) | 0.0457 (0.04674) | 0.0007 (0.0401) |
| 0.08680 (0.0561) | −0.0632 (0.0485) | 0.0649 (0.0449) | 0.0124 (0.0403) | −0.0057 (0.0276) | |
| Land ownership | 0.1380 | −0.0359 (0.0450) | −0.0891 | −0.0571 (0.0434) | 0.02249 (0.0305) |
| Extension service access | 0.0111 (0.0628) | 0.2105 | −0.1245 | −0.0200 (0.0589) | −0.0699 |
| Climate inform usefulness | 0.1335 | 0.0084 (0.0602) | 0.0708 (0.0540) | −0.0534 (0.0579) | −0.0305 (0.0309) |
| Household size | −0.0017 (0.0067) | −0.0112 (0.0095) | 0.0080 | −0.0085 | 0.0046 (0.0032) |
| Farmer based organizations | −0.0854 (0.0589) | 0.0236 (0.0602) | −0.0249 (0.0673) | 0.1018 (0.0637) | −0.0425 (0.0305) |
| Credit access | −0.0180 (0.0535) | −0.0098 (0.0447) | −0.0559 (0.0439) | −0.0110 (0.0400) | 0.0624 |
| Years of climate information | 0.0163 | 0.0142 | −0.0181 (0.0111) | 0.0055 (0.0054) | 0.0072 |
Note(s):***, ** and *represent the significant level at 1, 5 and 10%, respectively; CIEN = Climate-information enhancement; LEGU = Leguminous crop rotation; ORGH = Organic improvement of soil; PDV = Pest-/disease-tolerant varieties; and PSV = Stress-tolerant varieties
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