Ya-Wen (Yama) Chang

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QBS PhD Student

Center for Technology and Behavioral Health

Dartmouth College

I am a first-year PhD student in Quantitative Biomedical Sciences (QBS) at Dartmouth College, focusing on developing accessible and scalable interventions to improve mental health. I am currently rotating with Dr. Nicholas Jacobson at the Artificial Intelligence and Mental Health: Innovation in Technology Guided Healthcare research lab within the Center for Technology and Behavioral Health.

I am passionate about data science and mental health. My interdisciplinary research leverages computational techniques to analyze behavioral and language data from mobile sensors, intensive longitudinal studies, and social media platforms. Additionally, I am interested in the effects of psychedelics on mental wellness. Ultimately, I want to answer: can people suffering from mental illness fully recover with psychedelic-assisted therapy, and how can we support people in living a sustainable, healthy life?

Prior to my doctoral studies, I received an MA in Clinical Psychology from Columbia University and worked as a Data Scientist at the Lab for Scalable Mental Health. My work explored how digital, single-session interventions can enhance access to mental health care for marginalized populations, including LGBTQ+ and BIPOC individuals.

interests

methods topics
NLP & generative AI Digital mental health
Deep learning Intervention science
Machine learning Mindfulness
Causal inference Meditation
Network science Psychedelics


news

Oct 24, 2024 :house: Moved and rebuilt my personal website from Hugo to Jekyll!
Oct 23, 2024 :raised_hands: Submitted my first-authored manuscript about single-session interventions and structural stigma to a journal! Preprint
Sep 19, 2024 :tada: Published a co-first-authored paper on structural stigma and suicide among LGBTQ+ youth in Stigma and Health!
Aug 15, 2024 :evergreen_tree: Officially started my first-year PhD study at Dartmouth!

selected publications

  1. LGBTQ+
    Structural Homophobia and Suicidal Ideation and Behavior among Sexual and Gender Minority Adolescents
    Ya-Wen Chang*, Elizabeth Schumacher*, Rachel M Martino, and 4 more authors
    Stigma and Health, 2024
  2. Suicide
    Childhood Trauma is Associated with Early-Onset but not Late-Onset Suicidal Behavior in Late-Life Depression
    Ya-Wen Chang, Morgan Buerke, Hanga Galfalvy, and 1 more author
    International Psychogeriatrics, 2023
  3. SSIs
    Serving the Underserved? Uptake, Effectiveness, and Acceptability of Digital SSIs for Rural American Adolescents
    Erica Szkody, Ya-Wen Chang, and Jessica L Schleider
    Journal of Clinical Child & Adolescent Psychology, 2023