Collaborative forest management (CFM) is assumed to provide benefits for improving the condition of the forest ecology and the community’s economy. However, its effectiveness is often debated, particularly regarding the involvement of poor and landless farmers in program implementation. In this relation, this study examines a CFM program implementation in Bandung District, West Java, the so-called Pengelolaan Hutan Bersama Masyarakat (PHBM). The study combined qualitative and quantitative approaches in collecting data. GIS analysis and vegetation identification supported this study. The study shows that the PHBM program implementation in the study area provided benefits for improving forest ecological conditions and the livelihood of the farmers. This study also suggests that poor or landless farmers could secure their rights and access to the forest; they became coffee farmers. Despite this, to ensure the sustainability of the program, especially the involvement of the poor and landless farmers, support from the government is very much needed.