Single-person households are closely associated with the social issue of housing poverty. The purpose of this study is to present policy alternatives for addressing the challenges faced by single-person households by examining the influence of socio-economic and locational characteristics on occupancy patterns. The results of this study are as follows. The results of the binary logistic regression analysis are as follows. The results revealed that bereavement, increased management costs, residing in the Seoul metropolitan area, being employed in labor, sales, or service occupations, living in officetels or one-room apartments, and owning a car showed statistically significant associations with self-probability. Ragarding of regional characteristics, it was observed that the closer people reside to the metropolitan area, the higher the probability of leasing. Specifically, Gyeonggi-do Province has a higher likelihood of leasing than Seoul. This suggests that tenants may be moving to Gyeonggi Province due to the steep monthly rent increase in Seoul, which they cannot afford. Based on the results of this study, housing support measures and policy implications are presented. The younger generation requires priority housing support measures compared to other generations to address the low birth rate. During a period of continuous increase in housing prices and rents, it is essential to implement housing support measures to prevent involuntary displacement from current residences.