Clustering of chronic disease risks among people accessing community mental health services

•Seven chronic disease risks were analysed among community mental health consumers.•Latent class analysis identified three clusters of chronic disease risks.•Education level, gender, age and diagnosis were associated with cluster allocation.•Clustering patterns reinforce the importance of addressing multiple risks.•Findings can be used to assist the development of multi-risk interventions.