Community-based models refer to approaches in criminal justice that prioritize the involvement of community members and local resources in addressing crime and supporting offenders. These models emphasize collaboration between law enforcement, social services, and community organizations to create a supportive environment that promotes rehabilitation and reintegration of individuals into society, rather than relying solely on punitive measures.