Ordered probit regression model
| Variables | Human | Institution | Climate change | Pooled |
|---|---|---|---|---|
| Human behaviour | ||||
| Low | 0.4428 (0.312) | 0.1418 (0.334) | ||
| Moderate | 0.9495*** (0.309) | 0.4567 (0.339) | ||
| High | 1.6707*** (0.318) | 0.8871** (0.351) | ||
| Very high | 1.8327*** (0.328) | 0.8565** (0.347) | ||
| Institutional role | ||||
| Low | 0.2454 (0.219) | 0.1511 (0.223) | ||
| Moderate | 0.7850*** (0.219) | 0.5191** (0.229) | ||
| High | 1.3960*** (0.231) | 0.9875*** (0.243) | ||
| Very high | 1.8748*** (0.259) | 1.2892*** (0.276) | ||
| Role of climate change | ||||
| Low | 0.2428 (0.238) | 0.4745* (0.267) | ||
| Moderate | 0.9108*** (0.234) | 0.7155*** (0.255) | ||
| High | 1.0520*** (0.234) | 0.6263** (0.264) | ||
| Very high | 1.6240*** (0.242) | 1.2045*** (0.269) | ||
| Socio-economic factors | ||||
| Education | 0.0125 (0.137) | 0.1763 (0.131) | 0.1193 (0.148) | 0.0513 (0.138) |
| Age | 0.0080** (0.003) | 0.0055* (0.003) | 0.0034 (0.003) | 0.0056* (0.003) |
| Gender (Male) | −0.1425* (0.082) | −0.1327 (0.081) | −0.1243 (0.082) | −0.1575* (0.084) |
| International knowledge | 0.1364 (0.093) | 0.0094 (0.095) | 0.2506*** (0.095) | 0.0795 (0.094) |
| Local knowledge | −0.0085 (0.084) | 0.0646 (0.084) | 0.0885 (0.082) | 0.0037 (0.086) |
| Community dummies | Yes | Yes | Yes | Yes |
| Constant cut1–cut4 | Yes | Yes | Yes | Yes |
| Wald χ2(30) | 4325.98*** | 3991.32*** | 4129.75*** | 4058.46*** |
| Pseudo R2 | 0.1128 | 0.1294 | 0.0956 | 0.1755 |
| Mean VIF | 2.57 | 1.68 | 2.08 | 3.68 |
| Observations | 729 | 729 | 727 | 727 |
| Variables | Human | Institution | Climate change | Pooled |
|---|---|---|---|---|
| Low | 0.4428 (0.312) | 0.1418 (0.334) | ||
| Moderate | 0.9495*** (0.309) | 0.4567 (0.339) | ||
| High | 1.6707*** (0.318) | 0.8871** (0.351) | ||
| Very high | 1.8327*** (0.328) | 0.8565** (0.347) | ||
| Low | 0.2454 (0.219) | 0.1511 (0.223) | ||
| Moderate | 0.7850*** (0.219) | 0.5191** (0.229) | ||
| High | 1.3960*** (0.231) | 0.9875*** (0.243) | ||
| Very high | 1.8748*** (0.259) | 1.2892*** (0.276) | ||
| Low | 0.2428 (0.238) | 0.4745* (0.267) | ||
| Moderate | 0.9108*** (0.234) | 0.7155*** (0.255) | ||
| High | 1.0520*** (0.234) | 0.6263** (0.264) | ||
| Very high | 1.6240*** (0.242) | 1.2045*** (0.269) | ||
| Education | 0.0125 (0.137) | 0.1763 (0.131) | 0.1193 (0.148) | 0.0513 (0.138) |
| Age | 0.0080** (0.003) | 0.0055* (0.003) | 0.0034 (0.003) | 0.0056* (0.003) |
| Gender (Male) | −0.1425* (0.082) | −0.1327 (0.081) | −0.1243 (0.082) | −0.1575* (0.084) |
| International knowledge | 0.1364 (0.093) | 0.0094 (0.095) | 0.2506*** (0.095) | 0.0795 (0.094) |
| Local knowledge | −0.0085 (0.084) | 0.0646 (0.084) | 0.0885 (0.082) | 0.0037 (0.086) |
| Community dummies | Yes | Yes | Yes | Yes |
| Constant cut1–cut4 | Yes | Yes | Yes | Yes |
| Wald | 4325.98*** | 3991.32*** | 4129.75*** | 4058.46*** |
| Pseudo | 0.1128 | 0.1294 | 0.0956 | 0.1755 |
| Mean VIF | 2.57 | 1.68 | 2.08 | 3.68 |
| Observations | 729 | 729 | 727 | 727 |
Note(s): Dep variable: extent of forest depletion, robust standard errors in parentheses and ***p < 0.01, **p < 0.05 and *p < 0.1
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