Public Perception, Autism, and the Importance of Violence Subtypes

Public concerns and attitudes towards autism on Chinese social media based on K-means algorithm

To investigate the hot topics and attitudes of autism in the larger community. In this study, we analyzed and summarized experimental texts from the social media platform Zhihu using the TF-IDF algorithm and K-means clustering approach. Based on the analysis of the 1,740,826-word experimental text, we found that the popularity of autism has steadily risen over recent years. Sufferers and their parents primarily discuss autism. The K-means clustering algorithm revealed that the most popular topics are divided into four categories: self-experience of individuals with autism, external views of individuals with autism, caring and stressful behaviors of caregivers, and information about autism. This study concluded that people with autism face more incredible negative emotions, external cognitive evaluations of the autistic group reflect stereotypes, the caregiver's family suffers high financial and psychological stress, and disorders caused by disease in autistic individuals.

Higher Autistic Traits Among Criminals, But No Link to Psychopathy: Findings from a High-Security Prison in Portugal

The relationship between autism, criminality and psychopathy has gained increased attention in recent years, although research has focused on autism spectrum disorders, and not autistic traits. We measured autistic traits (with the Autism Spectrum Quotient) in a sample of 101 inmates from a high-security prison and compared them to a control group, using a logistic regression model that included age, education, psychopathology, psychopathy and attention deficit-hyperactivity disorder as covariates. Prisoners had more autistic traits (OR 1.13, p = 0.002) due to higher scores in the communication (OR 1.23) and imagination (OR 1.30) domains. No correlations were found between autistic and psychopathic traits. Our study points to the presence of autistic traits as being independent risk factors for imprisonment, although not associated with psychopathy.