Psychiatric training in perinatal mental health across Europe.

Perinatal mental illness is associated with considerable maternal and infant morbidity and mortality. However, there are currently no specific guidelines on the standards and structure of postgraduate perinatal psychiatric training in Europe. We describe the characteristics of available and desired specialist perinatal psychiatry training from the perspective of European psychiatrists in training. An online survey was conducted among 34 national psychiatric trainee association representatives of the European Federation of Psychiatric Trainees (EFPT). Participants from the countries in which perinatal psychiatry training was available were invited to participate in in-depth follow-up interviews. Six countries out of 34 (18%) reported that specialist training in perinatal mental health was available (Finland, France, Germany, Ireland, Malta, and the UK). The nature of available training varied in duration, the supervision and assessment model employed, and the training scheme context. Of the 28 countries where specialist perinatal psychiatry training was unavailable, the majority of national representatives (22 countries, 76%) wanted specialist perinatal psychiatry training to be included in their national training curricula. There is a gap between the expected skills and the available training for psychiatrists to meet the mental healthcare needs of women in the perinatal period. Given the prevalence and impact of perinatal mental illness and the expressed desires of trainees themselves for specialist training, this finding should prompt urgent action.

"It Is Not the Robot Who Learns, It Is Me." Treating Severe Dysgraphia Using Child-Robot Interaction.

Writing disorders are frequent and impairing. However, social robots may help to improve children's motivation and to propose enjoyable and tailored activities. Here, we have used the Co-writer scenario in which a child is asked to teach a robot how to write via demonstration on a tablet, combined with a series of games we developed to train specifically pressure, tilt, speed, and letter liaison controls. This setup was proposed to a 10-year-old boy with a complex neurodevelopmental disorder combining phonological disorder, attention deficit/hyperactivity disorder, dyslexia, and developmental coordination disorder with severe dysgraphia. Writing impairments were severe and limited his participation in classroom activities despite 2 years of specific support in school and professional speech and motor remediation. We implemented the setup during his occupational therapy for 20 consecutive weekly sessions. We found that his motivation was restored; avoidance behaviors disappeared both during sessions and at school; handwriting quality and posture improved dramatically. In conclusion, treating dysgraphia using child-robot interaction is feasible and improves writing. Larger clinical studies are required to confirm that children with dysgraphia could benefit from this setup.

Psychiatry training in 42 European countries: A comparative analysis.

Psychiatry qualifications are automatically recognized among European Union (EU) countries despite differences in national training programs. A widening gap between the number of psychiatrists, their competencies and the growing burden of mental illnesses in Europe has renewed calls for international standardization of training. Comprehensive information about training programs is missing, which limits thorough comparisons and undermines development of an actionable strategy to improve and harmonize psychiatry training. This study describes and compares the existing postgraduate psychiatry programs in 42 countries in the European region. Representatives of national psychiatry associations completed a semi-structured, 58-item questionnaire. Training structure and working conditions of each country were compared with population needs calculated by the World Health Organization to determine the European mean and contrasted among pre-2004 and post-2004 EU members and countries with unrecognized qualifications. Differences were tested with nonparametric (Wilcoxon) and parametric (Anova) tests. Median training duration was 60 months, significantly shorter in countries with unrecognized qualifications (48 months, χ²16.5, p < 0.001). In 80% of the countries, placement in a non-psychiatric specialty such as neurology or internal medicine was mandatory. Only 17 countries (40%) stipulated a one-month rotation in substance abuse and 11 (26%) in old-age psychiatry. The overall deficit of training versus population need was 22% for substance abuse and 15% for old-age psychiatry. Salaries were significantly higher in pre-2004 EU members (χ²22.9, p < 0.001) with the highest in Switzerland (€5,000). Significant variations in curricula, training structure and salaries exist in Europe. Harmonization of training standards could offer significant benefits for improving mental healthcare.

Preventing Post Traumatic Stress Disorder in the general population induced by trauma during the COVID pandemic: A simple brief intervention based on cognitive science that could be delivered digitally.

Most of the recent studies indicated the prevalence of Post-Traumatic Stress Symptoms (PTSS) are increasing after the COVID pandemic around the world. Bo et al. reported PTSS prevalence of 96.2% among the COVID-19-infected people. The sociocultural and individual vulnerability and protective factors may influence onset and maintenance of the symptoms. However, there is significant lack in understanding the risk factors and preventive factors that influence the maintenance of Post-Traumatic Stress symptoms that defines Post-Traumatic Stress Disorder (PTSD). The digital technology gives us the unique opportunity to assess this risk, to monitor and track this evolution longitudinally. In this research project we aimed to design and develop a smartphone application for longitudinal data collection enabling to (1) predict and follow the evolution of PTSS toward PTSD, (2) assess the relative efficacy of several methods to prevent the evolution of PTSS right after exposure to trauma (1-24 h), (3) educate people about psychological effects that can occur during and after trauma, normalize acute distress and refer to professional help if a disorder is constituted. We hope that this research project will help to understand how to maximize the self help support during the acute phase (golden hours) after trauma to prevent the transition from PTSS to PTSD. A video abstract can be found on https://www.youtube.com/watch?v=RZJehj3J8go&feature=emb_title.

Acquisition of handwriting in children with and without dysgraphia: A computational approach.

Handwriting is a complex skill to acquire and it requires years of training to be mastered. Children presenting dysgraphia exhibit difficulties automatizing their handwriting. This can bring anxiety and can negatively impact education. 280 children were recruited in schools and specialized clinics to perform the Concise Evaluation Scale for Children's Handwriting (BHK) on digital tablets. Within this dataset, we identified children with dysgraphia. Twelve digital features describing handwriting through different aspects (static, kinematic, pressure and tilt) were extracted and used to create linear models to investigate handwriting acquisition throughout education. K-means clustering was performed to define a new classification of dysgraphia. Linear models show that three features only (two kinematic and one static) showed a significant association to predict change of handwriting quality in control children. Most kinematic and statics features interacted with age. Results suggest that children with dysgraphia do not simply differ from ones without dysgraphia by quantitative differences on the BHK scale but present a different development in terms of static, kinematic, pressure and tilt features. The K-means clustering yielded 3 clusters (Ci). Children in C1 presented mild dysgraphia usually not detected in schools whereas children in C2 and C3 exhibited severe dysgraphia. Notably, C2 contained individuals displaying abnormalities in term of kinematics and pressure whilst C3 regrouped children showing mainly tilt problems. The current results open new opportunities for automatic detection of children with dysgraphia in classroom. We also believe that the training of pressure and tilt may open new therapeutic opportunities through serious games.

Can we really teach cognitive behavioral therapy with a massive open online course?

A better training in psychotherapy is needed for psychiatry trainees. Online Cognitive Behavioural Therapies (CBT) could be a good solution. Free and wide audience course like Massive Open Online course (MOOCs) increase dissemination and accessibility of the training. However, the engagement needs to be improved. A hybrid approach seems relevant with the MOOC as an incentive. Beyond the promotion of the topic, a MOOC can be a promotion tool for the provider. The economic model of the MOOC needed to be taken into account to allow sustainability. To explore these elements, we take into account a survey taken during the 1st European Psychiatric Association MOOC about CBT.

Automated human-level diagnosis of dysgraphia using a consumer tablet.

The academic and behavioral progress of children is associated with the timely development of reading and writing skills. Dysgraphia, characterized as a handwriting learning disability, is usually associated with dyslexia, developmental coordination disorder (dyspraxia), or attention deficit disorder, which are all neuro-developmental disorders. Dysgraphia can seriously impair children in their everyday life and require therapeutic care. Early detection of handwriting difficulties is, therefore, of great importance in pediatrics. Since the beginning of the 20th century, numerous handwriting scales have been developed to assess the quality of handwriting. However, these tests usually involve an expert investigating visually sentences written by a subject on paper, and, therefore, they are subjective, expensive, and scale poorly. Moreover, they ignore potentially important characteristics of motor control such as writing dynamics, pen pressure, or pen tilt. However, with the increasing availability of digital tablets, features to measure these ignored characteristics are now potentially available at scale and very low cost. In this work, we developed a diagnostic tool requiring only a commodity tablet. To this end, we modeled data of 298 children, including 56 with dysgraphia. Children performed the BHK test on a digital tablet covered with a sheet of paper. We extracted 53 handwriting features describing various aspects of handwriting, and used the Random Forest classifier to diagnose dysgraphia. Our method achieved 96.6% sensibility and 99.2% specificity. Given the intra-rater and inter-rater levels of agreement in the BHK test, our technique has comparable accuracy for experts and can be deployed directly as a diagnostics tool.