Just participation in conservation decision-making is a moral imperative and critical to achieving social and ecological goals. However, understanding of what constitutes a just decision-making process in conservation remains limited. Integrating key literature from environmental justice, psychology of justice, and participatory conservation, we identify 11 procedural justice criteria, many of which have been overlooked in conservation literature. We develop a framework to help promote procedural justice in conservation decision-making which organizes the criteria into three key domains (Process properties, Agency of participants, Interpersonal treatment), which are underpinned by the justice dimension of recognition. We highlight seven policy levers that can be used to enhance procedural justice (e.g., scalar and contextual fit, conflict resolution, facilitation). However, advancing just decision-making using this framework requires addressing a number of key challenges, in particular those related to broader structural power inequalities, and elucidating and accounting for plural and situated conceptions of procedural justice. We outline a number of pathways to overcome these challenges, including promoting knowledge coproduction and self-reflexivity.