Trust in agricultural insurance (Ologit vs. Gologit2)
| Variable | Ologit coef. (SE) | Gologit2 coef. (SE) | Marginal effect, highest level (SE) | Brant test |
|---|---|---|---|---|
| Insurance adoption | 0.842*** (0.214) | 0.876*** (0.219) | 0.184*** (0.038) | Violation |
| Awareness | 0.316** (0.141) | 0.349** (0.148) | 0.072** (0.022) | Passed |
| Education | 0.129** (0.061) | 0.142** (0.064) | 0.029** (0.009) | Passed |
| Farm size (log ha) | 0.085 (0.073) | 0.097 (0.076) | 0.014 (0.011) | Passed |
| Income (k FCFA) | 0.174** (0.082) | 0.183** (0.085) | 0.038** (0.016) | Passed |
| Credit access | 0.498*** (0.162) | 0.521*** (0.168) | 0.091*** (0.035) | Passed |
| Risk perception | 0.621*** (0.188) | 0.654*** (0.196) | 0.127*** (0.031) | Passed |
| Extension contact | 0.203 (0.144) | 0.221* (0.149) | 0.046 (0.030) | Passed |
| Climate shock | −0.417** (0.197) | −0.442** (0.204) | −0.083** (0.031) | Passed |
| Cooperative membership | 0.289* (0.158) | 0.301* (0.163) | 0.052* (0.030) | Passed |
| Rural radio access | 0.112 (0.134) | 0.126 (0.138) | 0.021 (0.022) | Passed |
| Head’s age (decades) | −0.021 (0.019) | −0.023 (0.020) | −0.004 (0.002) | Passed |
| Cutpoints/Constant | Yes | Yes | – | – |
| Observations | 1,200 | 1,200 | 1,200 | – |
| Log-likelihood | −374.22 | −372.10 | – | – |
| Wald/LR χ2 | 162.45*** | 168.31*** | – | – |
| Pseudo R2 | 0.178 | 0.181 | – | – |
| Variable | Ologit coef. (SE) | Gologit2 coef. (SE) | Marginal effect, highest level (SE) | Brant test |
|---|---|---|---|---|
| Insurance adoption | 0.842*** (0.214) | 0.876*** (0.219) | 0.184*** (0.038) | Violation |
| Awareness | 0.316** (0.141) | 0.349** (0.148) | 0.072** (0.022) | Passed |
| Education | 0.129** (0.061) | 0.142** (0.064) | 0.029** (0.009) | Passed |
| Farm size (log ha) | 0.085 (0.073) | 0.097 (0.076) | 0.014 (0.011) | Passed |
| Income (k FCFA) | 0.174** (0.082) | 0.183** (0.085) | 0.038** (0.016) | Passed |
| Credit access | 0.498*** (0.162) | 0.521*** (0.168) | 0.091*** (0.035) | Passed |
| Risk perception | 0.621*** (0.188) | 0.654*** (0.196) | 0.127*** (0.031) | Passed |
| Extension contact | 0.203 (0.144) | 0.221* (0.149) | 0.046 (0.030) | Passed |
| Climate shock | −0.417** (0.197) | −0.442** (0.204) | −0.083** (0.031) | Passed |
| Cooperative membership | 0.289* (0.158) | 0.301* (0.163) | 0.052* (0.030) | Passed |
| Rural radio access | 0.112 (0.134) | 0.126 (0.138) | 0.021 (0.022) | Passed |
| Head’s age (decades) | −0.021 (0.019) | −0.023 (0.020) | −0.004 (0.002) | Passed |
| Cutpoints/Constant | Yes | Yes | – | – |
| Observations | 1,200 | 1,200 | 1,200 | – |
| Log-likelihood | −374.22 | −372.10 | – | – |
| Wald/LR | 162.45*** | 168.31*** | – | – |
| Pseudo | 0.178 | 0.181 | – | – |
Note(s): ***p < 0.01, **p < 0.05, *p < 0.10 (Robust SE)
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