Marina Denise Jirotka

schoolUniversity of Oxfordbar_chart#20178 Global Rank

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HCI Rank

#20178

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Recent Publications

Latest papers from Marina Denise Jirotka

CHI '26CorrespondingAI-Assisted Decision-Making & Automation +2

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…

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