Multivariate logistic regression examined factors associated with cognitive impairments, including APOE ε4, Geriatric Depression Scale (GDS) score, Non‐motor Symptom Questionnaire (NMS) score, Movement Disorder Society–Sponsored Revision of the Unified Parkinson's Disease Rating Scale (MDS‐UPDRS) Part II score, and physical activity level. Here, APOE is linked to Cognitive impairment.