Applying machine learning on health record data from general practitioners to predict suicidality

Background: Suicidal behaviour is difficult to detect in the general practice. Machine learning (ML) algorithms using routinely collected data might support General Practitioners (GPs) in the detection of suicidal behaviour. In this paper, we applied machine learning techniques to support GPs recognizing suicidal behaviour in primary care patients using routinely collected general practice data.

 

Economic evaluations and cost analyses in posttraumatic stress disorder : a systematic review

Background

 

Posttraumatic stress disorder is associated with a high economic burden. Costs of treatment are known to be high, and cost-effectiveness has been analysed for several treatment options.

 

Objective

 

As no review on economic aspects of posttraumatic stress disorder exists, the aim of this study was to systematically review costs-of-illness studies and economic evaluations of therapeutic treatment for posttraumatic stress disorder, and to assess their quality.

 

Method

Anxiety, depression and post-traumatic stress disorder in refugees resettling in high-income countries : systematic review and meta-analysis

Background
The number of refugees is at its highest since the Second World War and on the rise. Many refugees suffer from anxiety, depression and post-traumatic stress disorder (PTSD), but exact and up-to-date prevalence estimates are not available.

Aims
To report the pooled prevalence of anxiety and mood disorders and PTSD in general refugee populations residing in high-income countries and to detect sources of heterogeneity therein.

Method
Systematic review with meta-analyses and meta-regression.

A Preliminary Examination of Endogenous Peripheral Oxytocin in a Pilot Randomized Clinical Trial of Oxytocin-Enhanced Psychotherapy for Posttraumatic Stress Disorder

Background: Preclinical and clinical research suggests that the oxytocin system is implicated in the development and maintenance of stress and anxiety-related psychiatric conditions, such as posttraumatic stress disorder (PTSD). Recent research also suggests that intranasal oxytocin holds promise as a treatment for PTSD. However, little is known about the relationship between levels of peripheral oxytocin and PTSD symptom severity, PTSD treatment response, and repeated intranasal oxytocin administration.

‘Caring for children who have experienced trauma’ – an evaluation of a training for foster parents

Background: Foster children, mostly maltreated in their birth families, may be fostered by parents who know little about the impact of traumatic experiences.

Post-traumatic stress disorder in volunteer firefighters : influence of specific risk and protective factors

Background: Volunteer firefighters belong to a risk population regarding the development of posttraumatic stress disorder (PTSD). However, given the frequency of work-related trauma, PTSD prevalences seem relatively low. Protective factors appear to be effective and are the focus of this study.

 

Development and initial validation of the job loss grief scale

Background: Research on complicated grief (CG) symptoms following job loss is surprisingly rare. Involuntary job loss can turn someone’s world upside down and can result in loss of identity, social contacts, and selfworth. In this study, we drew on the literature on major life events in conceptualizing involuntary job loss as a significant and potentially devastating life event.

Trauma-informed responses in addressing public mental health consequences of the COVID-19 pandemic : position paper of the European Society for Traumatic Stress Studies (ESTSS)

The COVID-19 pandemic has changed life in Europe and globally. The pandemic affects both individuals and the broader society across many domains, including physical and psychological
health, the economy and general welfare. The measures taken to counteract the pandemic have significantly altered daily life and, along with the threat of contracting the coronavirus and uncertainties surrounding future developments, created a complex system of stressors with a negative impact on public mental health.

 

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