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. 2022 May 26;114(1):691–712. doi: 10.1007/s11069-022-05408-6

Table 2.

Selected indicators and variables in the social vulnerability index for the cost of social vulnerability to disasters model (CSVDM)

No. Level Indicator Variable
1 Individual Race/ethnicity % of the population with ethnic minority backgrounds
2 Gender % of female
3 Age % of the population over age 60; % of the population under age 18
4 Religion % of believers in nonmainstream religions
5 Language competency % of population proficient English speakers
6 Economic status Per capita income; % of population below poverty line
7 Private insurance % of the total population with private insurance
8 Housing security % of mobile home; % of household with more people than rooms; % of multi-unit structure
9 Geographic location % of the total population living in high risk areas
10 Community Participation in religious activities Number of religious organizations per capita
11 Participation in civic activities Number of civic organizations per capita
12 Participation in charitable activities Number of charitable organizations per capita
13 Political participation % of the population who are eligible for voting
14 Collective culture % of union members; % of fraternal association members
15 Society (System; Institutions) Government capacity (Personnel capacity; financial capacity) % of personnel specialized in financial or emergency/disaster management in the total workforce; % of own-source revenues in total revenue; revenue diversification index
16 Public policy Number of policy programs associated with emergency/disaster mitigation, preparedness, response, and recovery, and the corresponding budget share
17 Public financial resources for disaster management Disaster account; budget stabilization fund, unassigned general fund balance
18 Information technology for disaster management Availability of multi-hazard early warning systems; the adoption of social media platforms; AI-powered system for natural disasters
19 Social insurance Number of disaster-related insurance programs offered by the government; number of public benefits programs; insurance coverage levels

Source Indicators and variables are retrieved from the literature review