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Factor Analysis of Disaster and Evacuation Awareness in Japan: Understanding Social Vulnerabilities through Multiple
Akemi Hara1, Hirotomo Miyatake2, Akihiko Ozaki1,3
1Department of Research, Medical Governance Research Institute, Minato, Tokyo, Japan.
Social vulnerability factors like nonregular employment and public assistance decrease disaster preparedness. Tailored strategies are needed to improve resilience among at-risk populations.
Area of Science:
- Social Science Research
- Disaster Preparedness Studies
- Public Health Policy
Background:
- Social vulnerability factors significantly influence community resilience during disasters.
- Understanding the relationship between socioeconomic status and disaster awareness is crucial for targeted interventions.
Purpose of the Study:
- To examine the impact of social vulnerability factors on disaster preparedness and awareness.
- To investigate nonlinear associations between socioeconomic factors and evacuation/disaster awareness.
Main Methods:
- Cross-sectional analysis of the 2023 Japan COVID-19 and Society Internet Survey (JACSIS) with 28,481 participants.
- Factor analysis identified evacuation and disaster preparedness awareness domains.
- Generalized linear models (GLM) and logistic regression assessed associations between awareness and sociodemographic/health factors.
Main Results:
- Older age, larger household size, high income, and community attachment positively correlated with evacuation awareness.
- Nonregular employment and public assistance were negatively associated with evacuation awareness.
- Reliance on public assistance and nonregular employment significantly increased the odds of low disaster preparedness.
Conclusions:
- Social vulnerability factors are linked to reduced disaster awareness, highlighting a high-risk subgroup.
- Disaster preparedness policies must address demographic and economic disparities.
- Community-based strategies are essential for enhancing resilience among vulnerable populations.
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