Marginal effect analysis
| Explanatory variables | Coefficient | Standard error | z-value | p-value |
|---|---|---|---|---|
| Drought shock | −0.1502** | −3.3539 | −2.45 | 0.014 |
| Family labor security | 0.2311*** | 3.4800 | 2.71 | 0.007 |
| Kinship support | 0.1311*** | 2.7016 | 2.40 | 0.017 |
| Neighborhood assistance | 0.1788** | 2.4723 | 2.32 | 0.020 |
| Formal insurance purchase | 0.2499* | 2.1808 | 1.92 | 0.055 |
| Bank obtains loan | 0.3189** | 2.7133 | 2.23 | 0.026 |
| Explanatory variables | Coefficient | Standard error | ||
|---|---|---|---|---|
| Drought shock | −0.1502 | −3.3539 | −2.45 | 0.014 |
| Family labor security | 0.2311 | 3.4800 | 2.71 | 0.007 |
| Kinship support | 0.1311 | 2.7016 | 2.40 | 0.017 |
| Neighborhood assistance | 0.1788 | 2.4723 | 2.32 | 0.020 |
| Formal insurance purchase | 0.2499 | 2.1808 | 1.92 | 0.055 |
| Bank obtains loan | 0.3189 | 2.7133 | 2.23 | 0.026 |
Notes:
*, ** and *** indicate the level of significance of 10, 5 and 1%, respectively, and the estimation results of other control variables omitted here
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