From: Modelling input-output flows of severe acute respiratory syndrome in mainland China
SARS input-output flow | Hospitalized flow | Migrant flow | ||||
---|---|---|---|---|---|---|
Coefficient | p-value | Coefficient | p-value | Coefficient | p-value | |
Spatial dependence | ||||||
ρo | 0.201 | 0.000 | 0.054 | 0.218 | 0.181 | 0.000 |
ρd | 0.034 | 0.461 | 0.171 | 0.000 | 0.134 | 0.002 |
ρw | 0.005 | 0.947 | −0.149 | 0.032 | 0.092 | 0.188 |
Total effects | ||||||
const | −9.176 | 0.000 | −3.984 | 0.033 | −6.844 | 0.002 |
ai | −27.053 | 0.001 | −20.852 | 0.001 | −23.875 | 0.002 |
o_ Urban rate | −0.172 | 0.703 | 0.492 | 0.134 | 0.116 | 0.775 |
o_PGDP | 1.121 | 0.005 | 0.364 | 0.201 | 0.526 | 0.125 |
o_Density | −0.108 | 0.169 | −0.091 | 0.118 | −0.006 | 0.935 |
o_Road cap | 0.079 | 0.336 | 0.074 | 0.232 | 0.022 | 0.760 |
o_Railway cap | 0.235 | 0.034 | 0.030 | 0.702 | 0.084 | 0.385 |
o_Flight cap | −0.104 | 0.176 | 0.030 | 0.594 | −0.078 | 0.258 |
o_Urban income | 2.343 | 0.002 | 1.114 | 0.049 | 0.740 | 0.262 |
o_Rural income | −2.474 | 0.001 | −1.162 | 0.039 | −1.204 | 0.074 |
d_ Urban rate | 0.816 | 0.047 | 0.215 | 0.471 | 0.988 | 0.009 |
d_PGDP | 0.238 | 0.321 | 0.176 | 0.315 | 0.083 | 0.696 |
d_Density | 0.003 | 0.959 | −0.010 | 0.825 | −0.067 | 0.230 |
d_Road cap | 0.168 | 0.054 | 0.066 | 0.299 | 0.131 | 0.086 |
d_Railway cap | −0.093 | 0.347 | 0.035 | 0.628 | 0.014 | 0.874 |
d_Flight cap | −0.060 | 0.441 | −0.117 | 0.055 | −0.112 | 0.112 |
d_Urban income | 1.197 | 0.105 | 0.681 | 0.221 | 2.318 | 0.001 |
d_Rural income | −0.908 | 0.141 | −0.649 | 0.159 | −1.516 | 0.007 |
distance | −0.157 | 0.116 | −0.176 | 0.015 | −0.129 | 0.165 |
i_ Urban rate | 3.041 | 0.210 | 2.372 | 0.186 | 3.804 | 0.087 |
i_PGDP | −1.181 | 0.540 | −3.206 | 0.035 | 1.167 | 0.495 |
i_Density | −0.100 | 0.800 | −0.268 | 0.358 | −0.349 | 0.326 |
i_Road cap | 0.230 | 0.578 | −0.205 | 0.497 | 0.533 | 0.154 |
i_Railway cap | 1.402 | 0.003 | 0.787 | 0.025 | 1.612 | 0.000 |
i_Flight cap | −0.642 | 0.108 | −0.813 | 0.009 | −0.779 | 0.034 |
i_Urban income | 8.357 | 0.023 | 7.424 | 0.010 | 7.521 | 0.023 |
i_Rural income | −2.290 | 0.530 | 1.136 | 0.675 | −5.687 | 0.085 |
R 2 | 0.393 | 0.523 | 0.479 | |||
\( {\overline{R}}^2 \) | 0.371 | 0.506 | 0.460 | |||
log-likelihood | −160.094 | −24.251 | −50.304 | |||
Nobs, Nvars | 729, | 27 |