Prospective prediction of PTSD diagnosis in a nationally representative sample using machine learning
نویسندگان
چکیده
منابع مشابه
Prospective prediction of suicide in a nationally representative sample: religious service attendance as a protective factor.
BACKGROUND Previous research into religious service attendance as a protective factor against suicide has been conducted only retrospectively, with psychological autopsy studies using proxy informants of completed suicide, rather than prospectively, with completed suicide as a dependent variable. AIMS To determine whether individuals who frequently attended religious services were less likely...
متن کاملInfant victimization in a nationally representative sample.
OBJECTIVE The objectives of this research were to (1) obtain estimates of child maltreatment and other forms of personal, witnessing of, and indirect victimization among children aged 0 to 1 year in the United States and (2) examine associations between infant victimization exposure and the infant's level of emotional and behavioral symptoms. METHODS The study is based on a cross-sectional na...
متن کاملAssociation of Dietary Behaviors with Physical Activity in a Nationally Representative Sample of Children and Adolescents: the CASPIAN- IV Study
Background: Nutritional health and adequate physical activity (PA), especially in childhood and grow periods, have a substantial role in health. This study assessed the association of dietary behaviors (main courses and snacks intake) with PA in children and adolescents. Materials and Methods: Using multistage random cluster sampling method, a representative sample of 14,880 school students wer...
متن کاملTesting the drug substitution switching-addictions hypothesis. A prospective study in a nationally representative sample.
IMPORTANCE Adults who remit from a substance use disorder (SUD) are often thought to be at increased risk for developing another SUD. A greater understanding of the prevalence and risk factors for drug substitution would inform clinical monitoring and management. OBJECTIVE To determine whether remission from an SUD increases the risk of onset of a new SUD after a 3-year follow-up compared wit...
متن کاملPsychiatric correlates of childhood shyness in a nationally representative sample.
Relations between adult anxiety and mood disorders and retrospective reports of excessive childhood shyness were investigated in the US National Comorbidity, Survey (n=5877). Results indicated that 26% of women and 19% of men described themselves as 'very shy' when they were growing up. Of these shy individuals, 53% of women and 40% of men met criteria for a lifetime diagnosis of one or more an...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: BMC Psychiatry
سال: 2020
ISSN: 1471-244X
DOI: 10.1186/s12888-020-02933-1