Using machine learning to examine predictors of treatment goal change among individuals seeking treatment for alcohol use disorder

•Treatment goals can vary over time and can be influenced by life circumstances.•Predictors of treatment goal change can help inform and guide providers.•10 unique predictors of treatment goal change during treatment were identified.•Recent treatment history prior to enrollment was a strong predictor of goal change.•Results can help researchers/providers better understand goal selection and change.