Table 1.
Variable | No. | Name | Description and Measurement | Impact | Data Source |
---|---|---|---|---|---|
Demographic indicators | [5,9] | ||||
Age structure | 1 | P75 | Percent of population over 75 years | + | |
2 | P14 | Percent of population under 14 years | + | ||
3 | PKP | Percent of population under kindergarten and primary school age | + | ||
Gender | 4 | PFEM | Percent of females | + | |
Rural | 5 | PAGR | Proportion of agricultural household registration | + | |
Immigrant | 6 | PMIG | Percent of immigrants | + | |
Education | 7 | PlowEDU | Percent of low-education population (≤9 years of education) | + | |
8 | PILLITER | Percent of illiterate population | + | ||
Population | 9 | PDNSTY | Population density | + | |
Economic indicators | [9,35,36] | ||||
Home value | 10 | AVEHPRI | Average house prices | - | |
11 | DRET | Retail density | - | ||
12 | AVEHARE | Housing area per capita | - | ||
Construction density | 13 | DCORP | Corporate density | + | |
14 | PCONSTR | Proportion of construction land | + | ||
Facilities indicators | [5,9,34] | ||||
Unsafe conditions | 15 | DKIN | Kindergarten density | + | |
16 | DPRI | Primary school density | + | ||
17 | DMID | Middle school density | + | ||
18 | DNURS | Nursing home density | + | ||
Service facilities | 19 | DBUS | Bus station density | - | |
20 | DPS | Park and square density | - | ||
21 | DHOSP | Hospital density | - |
Note: When an indicator is positively correlated with social vulnerability, the impact of this indicator is signed as “+”, indicating that the high value of this indicator may increase social vulnerability. In contrast, when an indicator has a negative relationship with social vulnerability, the impact of this indicator is signed as “-”, indicating that the high value of this indicator may decrease social vulnerability.