Leveraging machine learning to study how temperament scores predict pre-term birth status.

Background: Preterm birth (birth at <37 completed weeks gestation) is a significant public heatlh concern worldwide. Important health, and developmental consequences of preterm birth include altered temperament development, with greater dysregulation and distress proneness.

Aims: The present study leveraged advanced quantitative techniques, namely machine learning approaches, to discern the contribution of narrowly defined and broadband temperament dimensions to birth status classification (full-term vs.

The effect of compression on repetitive behaviors and task participation in children with autism spectrum disorder.

Compression clothes are marketed to relieve anxiety and decrease hyperactivity in children with autism. However, few studies have examined the impact of compression for individuals with autism spectrum disorder (ASD). In this study, nine children with autism were observed during Applied Behavioral Analysis therapy sessions while wearing compression clothing.

Time-of-day effects on speed and accuracy performance during simulated shiftwork.

Performance on tasks involving speed and accuracy fluctuate throughout the 24-h day negatively affecting shift workers and organizations. Two simulated work shifts common in occupational settings were used to assess performance on a vigilance and math task. In study 1, 33 sleep-deprived participants completed a nightshift.

Disability terminology: the use of "disability," "disorder," and "illness" in academic writing.

Purpose: The ways in which words are used to describe and discuss people with disabilities has long been an area of social concern. Previous research has demonstrated that language can overtly and subtly influence cognitions and perceptions of individuals, but there is less research on how language relates to perceptions of individuals with disabilities.

Materials And Methods: A content analysis of 236 peer-reviewed articles was performed to explore differences in the frequency of the use of "disability," "disorder," and "illness" in academic articles related to eight common conditions: deafness, blindness, multiple sclerosis, quadriplegia, anxiety, depression, schizophrenia, and addiction.

Explicit stigma and implicit biases toward autism in South Korea versus the United States.

How people report their feelings about autism may be different from how they actually think about autism because some people may not want to reveal their true feelings. People who value the group's goal tend to present themselves as more socially acceptable than people who value one person's interests. We studied how people in South Korea and the United States report their feelings about autism and think about autism.