Daniel G Goldstein

schoolMicrosoftbar_chart#3915 Global Rank

Total Papers

HCI Rank

#3915

Research Areas

Years Active

Recent Publications

Putting scientific results in perspective: Improving the communication of standardized effect sizes

How do people form impressions of effect size when reading scientific results? We present a series of studies on how people perceive treatment effectiveness when scientific results are summarized in various ways. We first show that a prevalent form of summarizing results---presenting mean differences between conditi…

CHI '21CorrespondingInteractive Data Visualization +1

Datamations: Animated Explanations of Data Analysis Pipelines

Plots and tables are commonplace in today's data-driven world, and much research has been done on how to make these figures easy to read and understand. Often times, however, the information they contain conveys only the end result of a complex and subtle data analysis pipeline. This can leave the reader struggling to…

CHI '212nd AuthorExplainable AI (XAI) +1

Manipulating and Measuring Model Interpretability

With machine learning models being increasingly used to aid decision making even in high-stakes domains, there has been a growing interest in developing interpretable models. Although many supposedly interpretable models have been proposed, there have been relatively few experimental studies investigating whether thes…

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