Alex Kale

schoolUniversity of Chicagobar_chart#4077 Global Rank

Total Papers

HCI Rank

#4077

Research Areas

Years Active

Recent Publications

Underreporting of AI Use: The Role of Social Desirability Bias

Rapid integration of artificial intelligence (AI) into work and educational settings challenges organizations to gauge and respond to adoption rates. However, most measures of AI adoption come from self-reported surveys, producing estimates of AI use that disagree by up to 40 percentage points within the same setting.…

CHI '252nd AuthorExplainable AI (XAI) +1

Underspecified Human Decision Experiments Considered Harmful

Decision-making with information displays is a key focus of research in areas like human-AI collaboration and data visualization. However, what constitutes a decision problem, and what is required for an experiment to conclude that decisions are flawed, remain imprecise. We present a widely applicable definition of a…

CHI '231st AuthorUncertainty Visualization +1

MetaExplorer: Facilitating Reasoning with Epistemic Uncertainty in Meta-analysis

Scientists often use meta-analysis to characterize the impact of an intervention on some outcome of interest across a body of literature. However, threats to the utility and validity of meta-analytic estimates arise when scientists average over potentially important variations in context like different research design…

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