Table 6.
Independent Variables | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Parameters | SE | Parameters | SE | Parameters | SE | Parameters | SE | Parameters | SE | Parameters | SE | ||
Fixed Effects | |||||||||||||
Individual level | |||||||||||||
Intercept | 4.614 *** | 0.084 | 4.403 *** | 0.191 | 3.397 *** | 0.388 | 4.952 *** | 0.466 | 2.479 ** | 0.677 | 2.793 ** | 0.693 | |
Gender | 0.436 *** | 0.096 | 0.400 ** | 0.127 | 0.444 *** | 0.122 | 0.430 *** | 0.120 | 0.421 *** | 0.121 | |||
Marital status | 0.421 *** | 0.121 | 0.182 | 0.134 | 0.126 | 0.130 | 0.135 | 0.127 | 0.133 | 0.128 | |||
Age | −0.006 | 0.100 | −0.020 | 0.178 | −0.035 | 0.171 | −0.014 | 0.168 | 0.004 | 0.168 | |||
Income | −0.097 | 0.152 | −0.079 | 0.159 | −0.054 | 0.154 | −0.068 | 0.152 | −0.066 | 0.151 | |||
Occupation | −0.103 | 0.127 | −0.135 | 0.154 | −0.171 | 0.149 | −0.190 | 0.146 | −0.179 | 0.146 | |||
Education level | −0.264 * | 0.139 | −0.263 | 0.133 | −0.259 | 0.128 * | −0.293 * | 0.126 | −0.294 * | 0.126 | |||
Perceived leadership during urban flooding disaster | 0.623 ** | 0.123 | 0.564 | 0.119 *** | 0.516 *** | 0.117 | 0.521 *** | 0.117 | |||||
Feelings about urban flooding | −0.091 *** | 0.088 | −0.058 | 0.085 | −0.026 | 0.083 | −0.030 | 0.083 | |||||
Sensitivity to urban flooding | 0.151 | 0.129 | 0.185 | 0.125 | 0.192 | 0.122 | 0.210 * | 0.123 | |||||
Concerns about children during urban flooding | 0.400 * | 0.161 | 0.327 | 0.155 * | 0.315 * | 0.152 | 0.298 * | 0.152 | |||||
Concerns about the elderly during urban flooding | 0.207 | 0.157 | 0.122 | 0.151 | 0.065 | 0.149 | 0.115 | 0.150 | |||||
Experienced urban flooding | 0.433 *** | 0.124 | 0.445 | 0.122 *** | 0.389** | 0.120 | 0.393 *** | 0.120 | |||||
Previous losses during urban flooding | 0.224 *** | 0.061 | 0.213 | 0.058 *** | 0.165 ** | 0.058 | 0.163 ** | 0.058 | |||||
Amount of construction projects in progress around communities | −0.119 | 0.080 | −0.125 | 0.078 | −0.115 | 0.080 | |||||||
Areas of green lands in or around communities | 0.430 | 0.117 *** | 0.373 ** | 0.116 | 0.381 *** | 0.116 | |||||||
Living environment of communities | −0.529 | 0.099 *** | −0.415 *** | 0.101 | −0.387 *** | 0.102 | |||||||
Cleanliness and hygiene of communities | −0.025 | 0.096 | 0.039 | 0.096 | 0.041 | 0.095 | |||||||
Mutual trust within communities | 0.514 * | 0.214 | 0.484 * | 0.214 | |||||||||
Mutual help within communities | 0.277 | 0.266 | 0.326 | 0.266 | |||||||||
Perception of life in the community | 0.409 *** | 0.093 | 0.403 *** | 0.093 | |||||||||
Help and support from community organizations | 0.723 * | 0.298 | 0.687 * | 0.299 | |||||||||
Community level | |||||||||||||
Drainage capacity | −0.032 | 0.031 | |||||||||||
Property types | 0.194 | 0.381 | |||||||||||
Gatedness of communities | −0.474 * | 0.214 | |||||||||||
Random Effects | |||||||||||||
var (U0) | 0.0350 * | 0.0250 * | 0.0450 * | 0.0090 | 0.0080 | 0.0003 | |||||||
ρ (U0) | 0.0125 | 0.0092 | 0.0181 | 0.0040 | 0.0037 | 0.0001 |
Note: SE means standard error. Dependent variable: Individual resilience. The total number of surveyed individuals is 733. The number of surveyed communities is 11. var (U00) is the variance component at the community level. ρ (U0) is the proportion of variance at the community level to the total variance. * p < 0.1, ** p < 0.01, *** p < 0.001.