This study aims to identify the current hotspots and research directions in rural tourism development with a focus on its influencing factors, access to resources, the role of public goods, and spatial aspects of rural tourism activities. We collected 933 journal articles from the Scopus database and analyzed them using VOSviewer and Bibliometrix tools. The results indicate an increasing trend for research in rural tourism sustainability, community-based rural tourism, and constraints in rural tourism value chains. This study identified factors that affect rural tourism, and the role of public goods and the infrastructure in tourism development. The perspective research directions are the systematization of determinants from a demand-supply perspective, to specify the role of infrastructure for access to rural tourism destinations, spatial dependencies and their impact on tourism-policy decisions.