Social and Behavioral Sciences Commons^™

Using Natural Language Processing To Identify Mental Health Indicators In Aviation Voluntary Safety Reports, Michael Sawyer, Katherine Berry, Amelia Kinsella, R Jordan Hinson, Edward Bynum

National Training Aircraft Symposium (NTAS)

Voluntary Safety Reporting Programs (VSRPs) are a critical tool in the aviation industry for monitoring safety issues observed by the frontline workforce. While VSRPs primarily focus on operational safety, report narratives often describe factors such as fatigue, workload, culture, staffing, and health, directly or indirectly impacting mental health. These reports can provide individual and organizational insights into aviation personnel's physical and psychological well-being. This poster introduces the AVIation Analytic Neural network for Safety events (AVIAN-S) model as a potential tool to extract and monitor these insights. AVIAN-S is a novel machine-learning model that leverages natural language processing (NLP) to analyze …

The Object Play Of Young Children On The Autism Spectrum: A Narrative Review Of Strengths-Based Literature, Sharon Eva

Internet Journal of Allied Health Sciences and Practice

Purpose: The play in young children with autism has been historically seen as deficits-based, with a focus on the limitations of autistic object play. More recently, there has been a shift towards a strengths-based view of autistic object play, where their play preferences and skills are viewed as vehicles for meaningful engagement and as having potential for learning. The aims of this narrative review are two-fold: to identify themes in the existing literature regarding the object play of young children with autism; and, to summarize the existing literature specifically examining object play in young autistic children from a strengths-based point …

Book Review: If Women Rose Rooted: A Life Changing Journey To Authenticity And Healing By Sharon Blackie, Katherine T. Ziemke

Journal of Conscious Evolution

No abstract provided.

Stories (Causal Inferencing & Truth Value Judgment Tasks) Combined, Andreas Schramm

Andreas Schramm

Accounting For Differences In Depression Stigma Between Canadian Asians And Europeans, Amanda L. Shamblaw, Francois B. Botha, David J.A. Dozois

Psychology Publications

Stigma is an important barrier to recovery from depression. Individuals of Asian origin show greater levels of depression stigma compared with individuals of European origin. This study examined the mediators of the relationship between ethnicity and depression stigma in a North American context. A sample of university students, including 199 Canadian Europeans and 249 Canadian Asians, completed a variety of measures through an online study. Stigma toward an individual with depression was measured using both the Depression Attribution Questionnaire-27 and a Social Distance Scale. The perception of social norms, the belief that depression brings shame to one’s family, a social …

Slrf Presentation Overheads.Rtf, Andreas Schramm

Andreas Schramm