Artificial Allies: Validation of Synthetic Text for Peer Support Tools through Data Augmentation in NLP Model Development.

This study investigates the potential of using synthetic text to augment training data for Natural Language Processing (NLP) models, specifically within the context of peer support tools. We surveyed 22 participants-13 professional peer supporters and 9 AI-proficient individuals-tasked with distinguishing between AI-generated and human-written sentences. Using signal detection theory and confidence-based metrics, we evaluated the accuracy and confidence levels of both groups.

Barriers and Facilitators to Accessing and Utilizing Medicaid Smartphone Services: Perspectives of Peer Support Specialists and Patients with a Diagnosis of a Serious Mental Illness.

Access to smartphone and data plan services may impact levels of connection and opportunities for health management for patients with a diagnosis of a serious mental illness. Such smartphone-based services provide opportunities that extend the reach of physical and mental health care programs. The purpose of this study was to explore barriers and facilitators faced by individuals with mental health challenges when accessing Medicaid SafeLink smartphones and data plans.

Usability, Acceptability, and Preliminary Effectiveness of a Peer-Delivered and Technology-Supported Mental Health Intervention for Family Caregivers of People With Dementia: Field Usability Study.

Background: Family caregivers of people with dementia are critical to the quality of life of care recipients and the sustainability of health care systems but face an increased risk of emotional distress and negative physical and mental health outcomes.

Objective: The purpose of this study was to examine the usability, acceptability, and preliminary effectiveness of a technology-based and caregiver-delivered peer support program, the Caregiver Remote Education and Support (CARES) smartphone or tablet app.

Methods: A total of 9 adult family caregivers of people with dementia received the CARES intervention, and 3 former family caregivers of people with dementia were trained to deliver it.

Examining the Feasibility, Acceptability, and Effectiveness of Remote Training on Community-Based Participatory Research: Single-Arm Pre-Post Pilot Study.

Background: Over the past decade, a growing body of scientific evidence has demonstrated that community engagement in research leads to more relevant research, enhances the uptake of research findings, and improves clinical outcomes. Despite the increasing need for the integration of community engagement methodologies into the scientific inquiry, doctoral and master's level competencies in the field of psychiatry often lack dedicated training or coursework on community engagement methodologies.

Objective: A total of 13 service users, peer support specialists, caregivers of people with mental health challenges, and scientists (with specialties ranging from basic science to implementation science) aged 18 and older participated in remote training on community-based participatory research.

Social Work and Motivation for Rehabilitation in Children with Disorders of the Musculoskeletal System.

The relevance of the presented article is due to the lack of information on the impact of social work in the development of rehabilitation motivation in children with disorders of the musculoskeletal system. This research aimed to evaluate the role of social work in shaping rehabilitation motivation in children with musculoskeletal disorders. Using a questionnaire, the study involved 43 children and their carers who received social support and 20 who did not.

Assessing Mental Healthcare Worker Experiences of Workplace Fairness and Organizational Value: A National Survey of Peer-Support Specialists.

Background: Peer-support specialists-individuals with diagnosed mental illnesses who provide support services to other adults with diagnosed mental health issues-often feel stigmatized and undervalued at work, leading to negative personal- and job-related outcomes. Given their important link to positive service user outcomes, this study assessed how peer-support specialists perceive fairness and feel valued in the workplace.

Methods: Peer-support specialists ( = 274) were recruited online from peer-support specialist listservs, social media groups, and patient-run organizations to take a cross-sectional survey that included a 14-item scale on how workplace fairness relates to job satisfaction and four questions on how valued they felt by administrators, clinicians, the people they serve, and fellow peer-support specialists.

"": barriers and facilitators to digital peer support implementation into community mental health centers.

Background: Certified peer support specialists often use technologies such as smartphone applications to deliver digital peer support in community mental health centers. Certified peer support specialists are individuals with a mental health diagnosis, trained and accredited by their state to provide mental health support services. Digital peer support has shown promising evidence of promoting recovery, hope, social support, and medical and psychiatric self-management among patients with a diagnosis of a serious mental illness.

Prospective Association Between Video and Computer Game Use During Adolescence and Incidence of Metabolic Health Risks: Secondary Data Analysis.

Background: Video and computer games are popular activities, with 72% of adolescents aged 13 to 17 years reporting video game use on either a computer, game console, or portable device. Despite high levels of video and computer game use in adolescence, relatively little scientific literature exists examining the association and effects of video and computer games on adolescents.

Objective: The objective of this study was to examine the prevalence of video and computer game use among US adolescents and rates of positive screens for obesity, diabetes, high blood pressure (BP), and high cholesterol.

Introduction to the Coproduction of Supervision Standards for Digital Peer Support: Qualitative Study.

Background: Digital peer support enhances engagement in mental and physical health services despite barriers such as location, transportation, and other accessibility constraints. Digital peer support involves live or automated peer support services delivered through technology media such as peer-to-peer networks, smartphone apps, and asynchronous and synchronous technologies. Supervision standards for digital peer support can determine important administrative, educative, and supportive guidelines for supervisors to maintain the practice of competent digital peer support, develop knowledgeable and skilled digital peer support specialists, clarify the role and responsibility of digital peer support specialists, and support specialists in both an emotional and developmental capacity.

Lived Experience-Led Research Agenda to Address Early Death in People With a Diagnosis of a Serious Mental Illness: A Consensus Statement.

Importance: People with serious mental illness (SMI), defined as a diagnosis of schizophrenia spectrum disorder, bipolar disorder, or disabling major depressive disorder) die approximately 10 to 25 years earlier than the general population.

Objective: To develop the first-ever lived experience-led research agenda to address early mortality in people with SMI.

Evidence Review: A virtual 2-day roundtable comprising 40 individuals convened on May 24 and May 26, 2022, and used a virtual Delphi method to arrive at expert group consensus.

Estimates of Gaps in Supportive Housing Among Racially and Ethnically Diverse Older Adults with Serious Mental Illness in New York City Boroughs: Manhattan, Bronx, and Brooklyn.

Objective: This study aimed to estimate gaps in supportive housing services for racially and ethnically diverse older adults with SMI residing in supportive housing.

Methods: This study had a total of 753 respondents split into two diagnostic groups, the Delusional and Psychotic Disorders Group, and the Mood (Affective) Disorder Group. Demographic and primary ICD diagnosis data (F2x and F3x) were extracted from medical records.

Investigating the Fidelity of Digital Peer Support: A Preliminary Approach using Natural Language Processing to Scale High-Fidelity Digital Peer Support.

Adults with serious mental illnesses are disproportionately affected by chronic health conditions that are linked to inadequately managed medical and psychiatric illnesses and are associated with poor lifestyle behaviors. Emerging intervention models emphasize the value of peer specialists (certified individuals who offer emotional, social, and practical assistance to those with similar lived experiences) in promoting better illness management and meaningful community rehabilitation. Over the last few years, there has been an increasing uptake in the use of digital services and online platforms for the dissemination of various peer services.

Certified Peer Support Specialists Training in Technology and Delivery of Digital Peer Support Services: Cross-sectional Study.

Background: When the COVID-19 pandemic lockdown measures were instituted, the wide-scale necessity for remote mental health care increased among professional clinicians, such as psychiatrists, psychologists, social workers, and certified peer support (CPS) specialists. Factors contributing to increased demand include concern for the safety of loved ones, the safety of oneself, overall well-being, unemployment, and loneliness for older individuals. While demand continues to increase and a shortage of mental health professionals persists, understanding the training, technology, media, and delivery of digital peer support services can facilitate community-based support services to assist patients in coping with mental health symptoms between clinical encounters with licensed professionals.

Assessing the Feasibility, Acceptability, and Preliminary Effectiveness of a School-Aged Program that Supports Physical Activity and Wellness.

The prevalence of anxiety symptoms in children and adolescents aged 4 to 18 years has nearly doubled after the first year of the pandemic. However, only one in five adolescents diagnosed with anxiety is treated. We R H.

Guidelines to Establish an Equitable Mobile Health Ecosystem.

Mobile health (mHealth)-that is, use of mobile devices, such as mobile phones, monitoring devices, personal digital assistants, and other wireless devices, in medical care-is a promising approach to the provision of support services. mHealth may aid in facilitating monitoring of mental health conditions, offering peer support, providing psychoeducation (i.e.

Digital interventions for depression and anxiety in older adults: a systematic review of randomised controlled trials.

One in five older adults experience symptoms of depression and anxiety. Digital mental health interventions are promising in their ability to provide researchers, mental health professionals, clinicians, and patients with personalised tools for assessing their behaviour and seeking consultation, treatment, and peer support. This systematic review looks at existing randomised controlled trial studies on digital mental health interventions for older adults.

A Smartwatch Step-Counting App for Older Adults: Development and Evaluation Study.

Background: Older adults who engage in physical activity can reduce their risk of mobility impairment and disability. Short amounts of walking can improve quality of life, physical function, and cardiovascular health. Various programs have been implemented to encourage older adults to engage in physical activity, but sustaining their motivation continues to be a challenge.