Linear regressions exploring demographic characteristics and social networks as determinants of household’s capacity to prepare, recover and adapt or change when faced with prolonged droughts or erratic rainfall events in Mbale municipality
| Variable | Model | |||||
|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | 6 | |
| Prepare | Recover | Adapt/change | Prepare | Recover | Adapt/change | |
| Gender | 0.0477 (0.0877) | 0.133 (0.0993) | 0.265** (0.112) | 0.0243 (0.0882) | 0.0950 (0.100) | 0.242** (0.113) |
| Age | −0.00293 (0.00322) | −0.00530 (0.00361) | −0.00419 (0.00412) | −0.00210 (0.00324) | −0.00413 (0.00363) | −0.00260 (0.00413) |
| Household size | −0.0342** (0.0140) | −0.0304* (0.0159) | −0.00884 (0.0179) | −0.0319** (0.0141) | −0.0270* (0.0159) | −0.00211 (0.0180) |
| Household head | −0.0593 (0.0954) | −0.0283 (0.108) | −0.182 (0.122) | −0.0578 (0.0953) | −0.0146 (0.108) | −0.192 (0.121) |
| Education | 0.0374 (0.0422) | 0.00928 (0.0477) | 0.0103 (0.0544) | 0.0396 (0.0423) | 0.0181 (0.0478) | 0.0255 (0.0543) |
| Expenditure | 0.584*** (0.144) | 0.323** (0.161) | 0.320* (0.185) | 0.552*** (0.145) | 0.266 (0.163) | 0.243 (0.186) |
| Income = 1 | 0.186 (0.124) | 0.0481 (0.140) | 0.0589 (0.159) | 0.205 (0.125) | 0.0501 (0.140) | 0.0225 (0.159) |
| Income = 2 | 0.337* (0.202) | 0.0644 (0.224) | −0.00166 (0.256) | 0.336* (0.203) | 0.0248 (0.226) | −0.0758 (0.256) |
| Income = 3 | 0.460 (0.312) | 0.286 (0.348) | 0.431 (0.424) | 0.458 (0.311) | 0.308 (0.347) | 0.406 (0.421) |
| Exp × income = 1 | −0.386** (0.193) | −0.0362 (0.216) | −0.308 (0.247) | −0.406** (0.193) | −0.0320 (0.216) | −0.241 (0.247) |
| Exp × income = 2 | −0.348 (0.263) | 0.150 (0.297) | −0.124 (0.336) | −0.367 (0.267) | 0.188 (0.300) | −0.0594 (0.339) |
| Exp × income = 3 | −0.499 (0.344) | −0.148 (0.385) | −0.802* (0.464) | −0.472 (0.344) | −0.149 (0.384) | −0.790* (0.463) |
| Nets_Friends | −0.0104 (0.0878) | 0.00419 (0.0983) | 0.0810 (0.112) | |||
| Nets_Relatives | 0.178** (0.0884) | 0.248** (0.0994) | 0.147 (0.113) | |||
| Nets_NGO | −0.0106 (0.119) | 0.0109 (0.134) | 0.346** (0.153) | |||
| Government | 0.179 (0.121) | −0.0348 (0.137) | −0.183 (0.157) | |||
| Constant | 1.327*** (0.185) | 1.457*** (0.209) | 1.362*** (0.237) | 1.177*** (0.198) | 1.265*** (0.225) | 1.143*** (0.253) |
| Observations | 383 | 377 | 378 | 383 | 377 | 378 |
| R2 | 0.107 | 0.082 | 0.033 | 0.125 | 0.100 | 0.058 |
| Variable | Model | |||||
|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | 6 | |
| Prepare | Recover | Adapt/change | Prepare | Recover | Adapt/change | |
| Gender | 0.0477 (0.0877) | 0.133 (0.0993) | 0.265 | 0.0243 (0.0882) | 0.0950 (0.100) | 0.242 |
| Age | −0.00293 (0.00322) | −0.00530 (0.00361) | −0.00419 (0.00412) | −0.00210 (0.00324) | −0.00413 (0.00363) | −0.00260 (0.00413) |
| Household size | −0.0342 | −0.0304 | −0.00884 (0.0179) | −0.0319 | −0.0270 | −0.00211 (0.0180) |
| Household head | −0.0593 (0.0954) | −0.0283 (0.108) | −0.182 (0.122) | −0.0578 (0.0953) | −0.0146 (0.108) | −0.192 (0.121) |
| Education | 0.0374 (0.0422) | 0.00928 (0.0477) | 0.0103 (0.0544) | 0.0396 (0.0423) | 0.0181 (0.0478) | 0.0255 (0.0543) |
| Expenditure | 0.584 | 0.323 | 0.320 | 0.552 | 0.266 (0.163) | 0.243 (0.186) |
| Income = 1 | 0.186 (0.124) | 0.0481 (0.140) | 0.0589 (0.159) | 0.205 (0.125) | 0.0501 (0.140) | 0.0225 (0.159) |
| Income = 2 | 0.337 | 0.0644 (0.224) | −0.00166 (0.256) | 0.336 | 0.0248 (0.226) | −0.0758 (0.256) |
| Income = 3 | 0.460 (0.312) | 0.286 (0.348) | 0.431 (0.424) | 0.458 (0.311) | 0.308 (0.347) | 0.406 (0.421) |
| Exp × income = 1 | −0.386 | −0.0362 (0.216) | −0.308 (0.247) | −0.406 | −0.0320 (0.216) | −0.241 (0.247) |
| Exp × income = 2 | −0.348 (0.263) | 0.150 (0.297) | −0.124 (0.336) | −0.367 (0.267) | 0.188 (0.300) | −0.0594 (0.339) |
| Exp × income = 3 | −0.499 (0.344) | −0.148 (0.385) | −0.802 | −0.472 (0.344) | −0.149 (0.384) | −0.790 |
| Nets_Friends | −0.0104 (0.0878) | 0.00419 (0.0983) | 0.0810 (0.112) | |||
| Nets_Relatives | 0.178 | 0.248 | 0.147 (0.113) | |||
| Nets_NGO | −0.0106 (0.119) | 0.0109 (0.134) | 0.346 | |||
| Government | 0.179 (0.121) | −0.0348 (0.137) | −0.183 (0.157) | |||
| Constant | 1.327 | 1.457 | 1.362 | 1.177 | 1.265 | 1.143 |
| Observations | 383 | 377 | 378 | 383 | 377 | 378 |
| 0.107 | 0.082 | 0.033 | 0.125 | 0.100 | 0.058 | |
Note:
Unstandardized coefficients are reported with standard errors in brackets: ***p < 0.01, **p < 0.05 and *p < 0.1
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