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Childhood Risk Factors for Preadolescent Suicidal Ideation.

Xiaoxia Duan1, Yujie Tao2, Shu Zhao3

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This summary is machine-generated.

Suicidal ideation (SI) in children is predicted by psychopathology, impulsivity, and cognitive function. Early childhood rearing environments also impact SI, highlighting the need for timely interventions during the transition to adolescence.

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Area of Science:

  • Child and Adolescent Psychiatry
  • Developmental Psychology
  • Neuroscience

Background:

  • Suicidal ideation (SI) increases during the childhood-to-adolescence transition.
  • Research on preadolescent risk factors for SI is limited.
  • Understanding late childhood influences on early adolescent SI is crucial.

Purpose of the Study:

  • To examine the dynamic impact of late childhood factors on SI.
  • To identify key predictors of SI during the transition to early adolescence.
  • To improve predictive accuracy for future suicidality.

Main Methods:

  • Utilized data from the Adolescent Brain Cognitive Development study.
  • Assessed SI using the Kiddie Schedule for Affective Disorders and Schizophrenia.
  • Employed an improved random forest algorithm for predictive modeling and feature selection.

Main Results:

  • Psychopathology was the primary contributor to both new and recurrent SI.
  • Impulsive traits and cognitive functioning showed increasing influence over time.
  • The impact of the childhood rearing environment decreased but remained significant for SI incidence.

Conclusions:

  • Late childhood factors dynamically influence SI during the transition to adolescence.
  • Early identification and intervention strategies are essential.
  • Addressing psychopathology, impulsivity, and cognitive function is key for prevention.