Culture by Design : A Sociotechnical Framework for Culturally Grounded AI for Mental Health

Abstract excerpt

<p>AI systems for mental health are developed predominantly using data from Western, Educated, Industrialized, Rich, and Democratic (WEIRD) populations, raising concerns about their validity, fairness, and generalizability across diverse cultural and geographic contexts. This limitation is especially consequential in mental health, where linguistic expression, symptom presentation, help-seeking behavior, and acces...

Topics

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• Phenotype
• Brain
• Data Accuracy
• Data Collection
• Epigenesis, Genetic
• Language
• Mental Disorders
• Smartphone

Identifiers and source

Literature Corpus work

2215cc31-0279-561d-b7a0-158520e263ad

DOI

10.31234/osf.io/bzcnx_v1