Using technology-based learning tool to train facial expression recognition and emotion understanding skills of Chinese pre-schoolers with autism spectrum disorder

Technology for supporting emotion regulation of individuals with developmental disabilities: A scoping review

BACKGROUND

Emotional competencies are skills necessary to adequately understand, express, and regulate emotional phenomena. Among the emotional competencies is emotion regulation. Not having adequate development of this emotional competence is related to psychological problems such as depression. One of the characteristics of individuals with developmental disabilities is the presence of difficulties with emotion regulation. These difficulties can affect an individual's autonomy, social competence, and the development of independent life.

AIMS

This paper presents a scoping review to identify the technology designed and developed to support the emotion regulation of individuals with developmental disabilities.

METHODS AND PROCEDURES

We combined the guidelines for a systematic literature review in computer science and the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) methodology. The process resulted in twelve stages through which we conducted this scoping review. First, a search query was defined and executed in computer science's five most representative search engines. We used different inclusion, exclusion, and quality criteria for selecting the works included in this review.

OUTCOMES AND RESULTS

Thirty-nine papers aimed at supporting the emotional competencies of individuals with developmental disabilities were included, of which nine support emotion regulation. As a result, different areas of opportunity in developing technology to support the emotion regulation of individuals with developmental disabilities are discussed.

CONCLUSIONS AND IMPLICATIONS

Technology supporting emotion regulation in individuals with developmental disabilities is a growing but little-explored field. For the literature supporting emotion regulation, we detected opportunities for study. Some of them aimed at investigating whether we could use technologies developed for other emotional competencies to support emotion regulation and how the characteristics of this technology can support individuals with developmental disabilities.

The Adaptive Test of Emotion Knowledge for 3-to 9-Year-Olds: Psychometric Properties and Validity

Children with an advanced knowledge of emotions are generally more socially competent, less likely to suffer from psychopathology, and more likely to succeed in school, both socially and academically. The assessment of children's emotion knowledge has thus gained importance in recent decades - both in psychiatric practice and in developmental and educational psychology. However, there is still a lack of appropriate instruments for assessing children's emotion knowledge in a performance test reliably, and for a broad age range. The Adaptive Test of Emotion Knowledge (ATEM 3-9) is a newly developed measure which encompasses seven components of emotion knowledge in 3-9-year-olds. The ATEM 3-9 is an adaptive test which uses skip and dropout rules to adjust for children's varying levels of knowledge. In addition to German, the ATEM has been translated into English and Hebrew. The German norming sample of the ATEM 3-9 comprises N = 882 (54% female, 21% bilingual) children between the ages of 3 and 9 years, who were divided into seven age groups. Test items, which are ordered according to the item response theory, showed a good fit to a seven-dimensional model reflecting the seven components. The internal consistencies of the dimensions are acceptable to good. Construct validity was examined by means of correlations with other measures of emotion knowledge, as well as measures on language skills and executive functions in a subsample. This resulted in medium size correlations in the expected directions. In addition, children with externalizing and internalizing disorders who were recruited in psychiatric in- and outpatient clinics showed deficits in various components of emotion knowledge when compared to their agemates in the norming sample. Overall, the ATEM 3-9 is well suited to measure individual components of emotion knowledge in children and to obtain a differentiated picture of the various aspects of emotion knowledge. The ATEM 3-9 thus supports the investigation of the development of social-emotional competencies in normative development (e.g., school readiness) and in social-emotional-learning interventions. Furthermore, it is suitable as an instrument for the differentiated assessment of (progress of) children's emotion knowledge in clinical child psychology and psychiatry.

Effect of interactive video-based instruction on learning performance in relation to social skills of children with intellectual disability

Interactive video-based instruction (IVBI) session was organized in day-care rehabilitation settings to provide training in acquiring new skills related to social skills development for targeted moderate intellectual disability (MID) population. The main objective is to inter-relate the effect of individual and collaborative interactive video-based instruction on social skills development for experimental group children with those in the comparison group. A quasi-experimental design was conducted on (n = 99, comprising 56 males and 43 females) students with MID from selected three rehabilitation centres of Guwahati, Assam, India. The mean and standard deviation of individual interactive video-based instruction (IIVBI) and collaborative interactive video-based instruction (CIVBI) was better than the conventional group. The ANCOVA result shows a significant effect of IIVBI and CIVBI in the improvement of social skills over conventional approach on students after controlling the effect of the pre-test. The interactive session in both the experimental group allowed the students to create their own space for learning social skills via different activities using IVBI. The researchers concludes that regular practice of various activities through video sessions can help children with intellectual disability to overcome minor obstacles by themselves without any additional service.

Digital mental health in China: a systematic review

Mental health problems are highly prevalent in China; however, China's mental health services lack resources to deliver high-quality care to people in need. Digital mental health is a promising solution to this short-fall in view of the population's digital literacy. In this review, we aim to: (i) investigate the effectiveness, acceptability, usability, and safety of digital health technologies (DHTs) for people with mental health problems in China; (ii) critically appraise the literature; and (iii) make recommendations for future research directions. The databases MEDLINE, PsycINFO, EMBASE, Web of Science, CNKI, WANFANG, and VIP were systemically searched for English and Chinese language articles evaluating DHTs for people with mental health problems in mainland China. Eligible studies were systematically reviewed. The heterogeneity of studies included precluded a meta-analysis. In total, 39 articles were retrieved, reporting on 32 DHTs for various mental health problems. Compared with the digital mental health field in the West, the Chinese studies targeted schizophrenia and substance use disorder more often and investigated social anxiety mediated by shame and culturally specific variants, DHTs were rarely developed in a co-production approach, and methodology quality was less rigorous. To our knowledge, this is the first systematic review focused on digital mental health in the Chinese context including studies published in both English and the Chinese language. DHTs were acceptable and usable among Chinese people with mental health problems in general, similar to findings from the West. Due to heterogeneity across studies and a paucity of robust control trial research, conclusions about the efficacy of DHTs are lacking.

Review: Posed vs. Genuine Facial Emotion Recognition and Expression in Autism and Implications for Intervention

Different styles of social interaction are one of the core characteristics of autism spectrum disorder (ASD). Social differences among individuals with ASD often include difficulty in discerning the emotions of neurotypical people based on their facial expressions. This review first covers the rich body of literature studying differences in facial emotion recognition (FER) in those with ASD, including behavioral studies and neurological findings. In particular, we highlight subtle emotion recognition and various factors related to inconsistent findings in behavioral studies of FER in ASD. Then, we discuss the dual problem of FER – namely facial emotion expression (FEE) or the production of facial expressions of emotion. Despite being less studied, social interaction involves both the ability to recognize emotions and to produce appropriate facial expressions. How others perceive facial expressions of emotion in those with ASD has remained an under-researched area. Finally, we propose a method for teaching FER [FER teaching hierarchy (FERTH)] based on recent research investigating FER in ASD, considering the use of posed vs. genuine emotions and static vs. dynamic stimuli. We also propose two possible teaching approaches: (1) a standard method of teaching progressively from simple drawings and cartoon characters to more complex audio-visual video clips of genuine human expressions of emotion with context clues or (2) teaching in a field of images that includes posed and genuine emotions to improve generalizability before progressing to more complex audio-visual stimuli. Lastly, we advocate for autism interventionists to use FER stimuli developed primarily for research purposes to facilitate the incorporation of well-controlled stimuli to teach FER and bridge the gap between intervention and research in this area.