This study investigated correlations between the flood probability and the average household income of villages. It was found that high income villages have significantly lower probability of being flooded than low income villages in Southern Taiwan. The propensity score matching was adopted to compare villages with similar hazard (rain), exposure (population), and vulnerabilities (elevation and house price).