AMPERE (Augmented Momentary Personal Ecological Risk Evaluation)

Death by suicide is the 2nd leading cause of death among young adults in the United States. While most patients who die by suicide have had recent contact with their health care providers, the medical delivery system is poorly equipped to address this preventable issue. EMA (ecological momentary assessment) systems show promise as indicators of suicide risk and as a means of enhancing existing resources. However, little is known about how to apply these methods in the context of clinical care. The AMPERE study leverages existing work on EMAs and human-centered design principles to develop and pilot a prototype suicide risk monitoring system to support suicide risk management for adolescents and young adults (ages 16-30) within the UW Medicine Primary Care system.

Using Large Language Models to identify video platform interactions indicating suicide risk

This project will identify interaction patterns with online video platforms that are indicative of suicide risk, focusing on YouTube and TikTok. Leveraging archival data including over 5 million interaction events collected from participants in previous research, we will use combinations of neural language models to identify suicide-related “like”, “search” and “watch” events. We will then assess the temporal relationships between suicide-related interaction events and suicidal ideation, behavior and mental health challenges reported by these participants. Building on these analyses, we will proceed to model patterns of interaction, differentiating between user-initiated (e.g. search) and algorithm-prompted (e.g. recommended content without a preceding search) content to characterize the ways in which intentional and algorithmically-driven behavior drive exposure to suicide-related content. In addition, we will develop a prototype of a privacy-preserving risk monitoring tool, which will detect interactions with concerning content and leverage light-touch intervention strategies to mitigate its impact. 

Canoe Journey: Land, water, language and culture for youth wellbeing

The Canoe Journey study is an exploratory study aimed at examining the acceptability and fit of motivational interviewing (MI) and dialectical behavioral therapy (DBT) among American Indian and Alaska Native youth and young adult Canoe Journey participants. The team will develop a list of MI and DBT approaches in collaboration with Canoe Journey partners, and exploring the acceptability and fit of the approaches during Canoe Journey events in 2025, along with a list of tribally specific approaches to healing mental health in collaboration with Canoe Journey partners and confirm knowledge of these approaches among participants in 2026. The team will examine the relationship between measures of wellness with knowledge and use of MI, DBT, and tribally specific approaches to healing mental health in 2027, along with the acceptability and fit of a relational mental health intervention among Canoe Journey participants.

Enhancing Suicide Care Monitoring and Intervention in Primary Care

This project outlines a comprehensive two-year initiative aimed at enhancing suicide care services in primary care settings. The project addresses a critical gap in the continuum of care by providing interim crisis support for at-risk patients who are waiting to be connected to specialty mental health. The main objectives of this project are to develop two innovative interventions intended to be delivered in a primary care setting: an adapted caring contacts protocol and a system to provide short-term, centralized remote monitoring of patient’s suicide risk. In designing these interventions, we intend to leverage technology such as digital/online platforms and remote monitoring systems that will support asynchronous patient check-ins. Finding innovative ways to offer support to patients in primary care settings where there is limited clinician time and typically an even more limited behavioral health workforce is imperative to creating a sustainable program. Therefore, our proposal intends to maximize the use of technology and focuses on self-guided and/or automated approaches.

This project uses a co-design approach to develop these interventions, where we will elicit input directly from patients and caregivers on the acceptability, feasibility, and appropriateness of these interventions. We hope this project will improve the timely support and management of suicide risk among primary care patients, ultimately enhancing services in outpatient settings while supporting the Least Restrictive Environment Framework, to enhance patient outcomes, reduce unnecessary referrals to overburdened emergency departments, and promote the overall well-being of patients and their families.

Adaptation and co-design of a digital intervention for suicide prevention in primary care 

Suicide is a leading cause of death among 10-to-24-year-olds. Primary Care (PC) often serves as a trusted resource for adolescents and young adults (AYA) and their families; and routine wellness visits provide important opportunities for early detection of suicide risk. Importantly, nearly half of those who die by suicide contact their PC clinic within one month prior to suicide. Unfortunately, suicide prevention resources for PC are limited, with a particular gap in short-term risk management and intervention services for lower risk patients and patients with STB who are waiting to be connected to specialty mental health care. Furthermore, parents/caregivers (hereafter referred to as parents) represent a key protective factor for suicidal AYA. Yet, few interventions have been developed to leverage parent support and increase parental self-efficacy to prevent AYA suicide. The current project partners with a digital mental health app, iKinnect, to adapt it for use in PC. iKinnect is designed to improve parent and AYA communication and parental selfefficacy to prevent risk behaviors, including suicide behaviors. The tool uses a parent and AYA paired interface and was originally designed for implementation with high-risk youth involved in the juvenile justice system. Intervention components include parent and AYA content including safety planning, skills for emotion management, parent coaching on lethal means restriction, expectation and goal setting, earning/providing rewards and praise, and modeling videos for parents. While promising, the program has yet to be tested with AYA presenting with suicide risk in PC.

Willow Study

The goal of this study is to understand the impact of stigma on mental health and recovery from trauma in different parts of the country.

Project RELATE

The present study seeks to significantly expand our understanding of alcohol and cannabis co-use behaviors in the context of young adult romantic relationships through collecting daily dyadic quantitative data and qualitative interviews, and using this information to develop and pilot an integrated brief intervention to decrease alcohol and cannabis misuse and increase healthy relationships skills among this understudied, high-risk group.

Redesigning Dialectical Behavior Therapy (DBT) for Autistic Young Adults in Community Clinics

This project will 1) identify the unique barriers autistic young adults experience in accessing full-model Dialectical Behavior Therapy (DBT) for suicidal thoughts and behaviors and non-suicidal self-injury in community settings, 2) determine needed adaptations to DBT from the perspectives of service providers and recipients, and 3) user-test elements of a redesigned DBT protocol. 

Real-world Experiences of Alcohol and Cognitions over Time (REACT)

The overall aim of the REACT Study is to create and assess smartphone-based cognitive tasks to examine how acute alcohol intoxication affects attention. First, we will adapt laboratory-based cognitive tasks for use on smartphones. To maximize usability, feedback will be gathered in rapid prototyping interviews with young adults. Then, we will evaluate the adapted smartphone tasks in two settings: (1) a controlled laboratory session in which young adults are administered a standard dose of alcohol, and (2) real-world drinking experiences over eight weekends, as measured with phone surveys and a wrist-based alcohol biosensor. Findings are expected to clarify the role of alcohol-related attentional narrowing in real-world behaviors. Results will be used to inform the development of just-in-time adaptive interventions to prevent alcohol-related consequences.

Identity, Resilience, and Interconnection after Stress (IRIS)

The IRIS Study is a longitudinal examination of young adults who have experienced an unwanted sexual experience in the past year, and those who have never had an unwanted sexual experience. This study aims to prospectively examine how young adults’ thoughts about a recent unwanted sexual experience are shaped by and influence social relationships and health-related behaviors over time. To do so, this multimethod study involves in-depth interviews, social network assessments, ecological momentary assessments, transdermal alcohol biosensors, and online surveys over one year. This study is conducted by researchers at both the University of Washington and the University of Nebraska-Lincoln.