Lars Kunze

Sociotechnical Challenge Modeling: A Design Method for Responsible AI in Healthcare and Social Welfare

We present Sociotechnical Challenge Modeling (STCM), a workshop-based design method to help healthcare and social welfare practitioners identify and address sociotechnical challenges in machine learning (ML) deployments. We evaluated STCM in a field experiment with two UK organizations, involving 26 practitioners incl…