A neglected dimension of housing policy is how municipalities use it as a gatekeeping mechanism to exclude vulnerable groups and thereby control their territory. To examine this topic, we apply a systematic review that draws on the international academic literature and utilizes three bibliometric analyses. First, statistical analysis reveals the field’s growth and how it is characterized by publications often combining an impressive set of data and methods. Second, the material is explored through network analysis, emphasizing how a few important journals lead the distribution of knowledge. Finally, a thematic analysis highlights consistency in the detrimental effects of exclusionary policies across different contexts. A distinction between planned excluding practices and policies with such unintended effects are also evident. The analysis underscores the conflict between individual responsibilities and societal obligations, where current policies tend to place substantial burdens on the individual.