Madeleine Grunde-McLaughlin

schoolUniversity Of Washingtonbar_chart#5155 Global Rank

Total Papers

HCI Rank

#5155

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Years Active

Recent Publications

Latest papers from Madeleine Grunde-McLaughlin

IUI '261st AuthorBest PaperUser Research Methods (Interviews, Surveys, Observation) +2

RDoFlow: Automatically assessing under-specified statistical analyses in HCI

When designing and analyzing a study, researchers must navigate a large space of methodological decisions, or "researcher degrees of freedom." If these choices are not preregistered or transparently reported, they can increase the risk of inflated false-positive rates and exaggerated effect sizes, undermining scientif…

CHI '242nd AuthorHuman-LLM Collaboration +1

How Do Data Analysts Respond to AI Assistance? A Wizard-of-Oz Study

Data analysis is challenging as analysts must navigate nuanced decisions that may yield divergent conclusions. AI assistants have the potential to support analysts in planning their analyses, enabling more robust decision making. Though AI-based assistants that target code execution (e.g., Github Copilot) have receive…

CSCW '233rd AuthorHonorable MentionXAI 1

Explanations can Reduce Overreliance on AI Systems during Decision-Making

Prior work has identified a resilient phenomenon that threatens the performance of human-AI decision-making teams: overreliance, when people agree with an AI, even when it is incorrect. Surprisingly, overreliance does not reduce when the AI produces explanations for its predictions, compared to only providing predicti…

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