RT Journal Article T1 Variables associated with familial suicide attempts in a sample of suicide attempters A1 Saiz González, María Dolores A1 Baca-Garcia E, A1 Perez-Rodriguez, MM A1 Basurte Villamor, Ignacio A1 Saiz-Ruiz, J A1 Leiva-Murillo, JM A1 De Prado-Cumplido, M A1 Santiago-Mozos, R A1 Artes-Rodriguez, A A1 De Leon, J AB Attempted suicide appears to be a familial behavior. This study aims to determine the variables associated with family history of attempted suicide in a large sample of suicide attempters. The sample included 539 suicide attempters 18 years or older recruited in an emergency room. The two dichotomous dependent variables were family history of suicide attempt (10%, 51/539) and of completed suicide (4%, 23/539). Independent variables were 101 clinical variables studied with two data mining techniques: Random Forest and Forward Selection. A model for family history of completed suicide could not be developed. A classificatory model for family history of attempted suicide included the use of alcohol in the intent and family history of completed suicide (sensitivity, specificity, 98.7%; and accuracy, 96.6%). This is the first study that uses a powerful new statistical methodology, data mining, in the field of familial suicidal behaviors and suggests that it may be important to study familial variables associated with alcohol use to better understand the familiality of suicide attempts. PB Elsevier SN 0278-5846 YR 2007 FD 2007 LK https://hdl.handle.net/20.500.14352/117719 UL https://hdl.handle.net/20.500.14352/117719 LA eng NO Baca-Garcia E, Perez-Rodriguez MM, Saiz-Gonzalez D, Basurte-Villamor I, Saiz-Ruiz J, Leiva-Murillo JM, de Prado-Cumplido M, Santiago-Mozos R, Artés-Rodríguez A, de Leon J. Variables associated with familial suicide attempts in a sample of suicide attempters. Prog Neuropsychopharmacol Biol Psychiatry. 2007 Aug 15;31(6):1312-6. NO National Alliance for Research on Schizophrenia and Affective Disorders (NARSAD) DS Docta Complutense RD 8 abr 2025