Understanding the demand of public sheltering and adopting its preparedness before disasters are critical for reducing hazard exposure and facilitating mass care. Research has identified several socioeconomic characteristics that may affect shelter seeking behavior. Models also use the socioeconomic characteristics, such as race/ethnicity and income to estimate the demand of public sheltering for a specific geographic area. However, the research results which focus on public sheltering demand and related socioeconomic factors identification are limited in Taiwan. This study use survey data of Typhoon Morakot to examine socioeconomic factors related to public shelter seeking and propose empirical public shelter demand formula. This study finds that race/ethnicity characteristics is a critical variable; indigenous population tend to use public shelter. Indigenous households with lower income and lower education even tend to use public shelter. This study suggests that local governments need to integrated the population characteristics and disaster scenario to better plan sheltering strategies. For a major typhoon event, about 60% dislocated indigenous population and 20% dislocated non-indigenous population may demand public sheltering service.