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To explore the risk factors associated with suicidal behavior (S using logistic regression analysis and the propensity score matching (PSM) method among Chinese patients suffering from late-life depression (LLD). Patient information sheets were retrieved with the International Classification of Diseases, Tenth Revision (ICD-1 code from an electronic database that comprised patient medical information. Herein, we set SB as a dependent variable, and gender, marital status, monthly income, quality of interpersonal relationships, hobbies