An integrative review investigating the incorporation of artificial intelligence (AI) and machine learning (ML) based decision support systems in mental health care settings was undertaken of published literature between 2016 and 2021 across six databases. Four studies met the research question and the inclusion criteria.

Background

Childhood trauma (CT) is associated with severe sequelae, including stress-related mental health disorders that can perpetuate long into adulthood. A key mechanism in this relationship seems to be emotion regulation. We aimed to investigate (1) whether childhood trauma is associated with anger in adulthood, and, if so, (2) to explore which types of childhood trauma predominate in the prediction of anger in a cohort that included participants with and without current affective disorders.

Methods

Background and objectives: Savoring beliefs refer to people’s beliefs about their ability to generate, increase, and prolong enjoyment from positive experiences. The role of these beliefs in affecting responses to negative events is largely unexplored. This study aimed to increase
knowledge about the role of savoring beliefs in symptoms of posttraumatic stress (PTS) following negative life events and the incremental role of these beliefs beyond the impact of worry, depressive rumination, and neuroticism.

This study provided a detailed description of the experiences of 60 treatment-seeking children and young people following parental intimate partner homicide (PIPH) in the United Kingdom, and evaluated the potential effectiveness of the traumatic grief focused cognitive behavioral therapy they received.