Objective This study investigates the factors influencing poor communication function outcomes in children with cerebral palsy. Methods This retrospective study included children with CP treated at the Department of Neurosurgery, Second Affiliated Hospital of Xinjiang Medical University, between January 2017 and December 2022. Communication function was assessed using the Communication Function Classification System (CFCS), with CFCS levels I–III defined as good communication function and levels